warning: commands will be executed using /bin/sh
job 2137 at Sat Mar 22 10:00:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140316/YutaMouse20-140316/YutaMouse20-140316
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 1984108 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 661369 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 34938 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 34549 members 
Mstep: Class 6 contains 34952 members 
Mstep: Class 7 contains 34555 members 
Mstep: Class 8 contains 34906 members 
Mstep: Class 9 contains 34607 members 
Mstep: Class 10 contains 35036 members 
Mstep: Class 11 contains 34779 members 
Mstep: Class 12 contains 34423 members 
Mstep: Class 13 contains 34843 members 
Mstep: Class 14 contains 35022 members 
Mstep: Class 15 contains 35066 members 
Mstep: Class 16 contains 34764 members 
Mstep: Class 17 contains 34792 members 
Mstep: Class 18 contains 34788 members 
Mstep: Class 19 contains 34649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 426.234009 but Gain 3323.710938
Score: -89073568.000000 Penalty: 59826.828125
Iteration 0F: 19 clusters Score -8.907357e+07 nChanged 625618
Entering Unmasked Mstep 
Mstep: Class 0 contains 3720 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 36936 members 
Mstep: Class 3 contains 21847 members 
Mstep: Class 4 contains 13128 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 25100 members 
Mstep: Class 7 contains 17383 members 
Mstep: Class 8 contains 22588 members 
Mstep: Class 9 contains 25949 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 18707 members 
Mstep: Class 13 contains 328875 members 
Mstep: Class 14 contains 15306 members 
Mstep: Class 15 contains 12508 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 28576 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 11327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93400952.000000 Penalty: 59826.828125
Iteration 1F: 19 clusters Score -9.340095e+07 nChanged 266128
Entering Unmasked Mstep 
Mstep: Class 0 contains 2924 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 25199 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 5 contains 14122 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 6103 members 
Mstep: Class 8 contains 19157 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 15616 members 
Mstep: Class 13 contains 445642 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 12835 members 
Mstep: Class 18 contains 21640 members 
Mstep: Class 19 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94195888.000000 Penalty: 59826.828125
Iteration 2F: 19 clusters Score -9.419589e+07 nChanged 122461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2511 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 19701 members 
Mstep: Class 3 contains 4496 members 
Mstep: Class 4 contains 20638 members 
Mstep: Class 5 contains 28174 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 30142 members 
Mstep: Class 9 contains 7119 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 17668 members 
Mstep: Class 13 contains 419494 members 
Mstep: Class 14 contains 3127 members 
Mstep: Class 15 contains 1106 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 44493 members 
Mstep: Class 19 contains 9913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94620464.000000 Penalty: 59826.828125
Iteration 3F: 19 clusters Score -9.462046e+07 nChanged 87688
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 21104 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 20063 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 17437 members 
Mstep: Class 13 contains 375325 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 1264 members 
Mstep: Class 16 contains 7411 members 
Mstep: Class 17 contains 4268 members 
Mstep: Class 18 contains 64009 members 
Mstep: Class 19 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94987040.000000 Penalty: 59826.828125
Iteration 4F: 19 clusters Score -9.498704e+07 nChanged 61479
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 23378 members 
Mstep: Class 3 contains 4555 members 
Mstep: Class 4 contains 19206 members 
Mstep: Class 5 contains 52663 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 28369 members 
Mstep: Class 9 contains 9526 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 350011 members 
Mstep: Class 14 contains 2961 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 16 contains 7451 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 75039 members 
Mstep: Class 19 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95177952.000000 Penalty: 59826.828125
Iteration 5F: 19 clusters Score -9.517795e+07 nChanged 40847
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 22994 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 17269 members 
Mstep: Class 5 contains 58270 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 25167 members 
Mstep: Class 9 contains 9605 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 25777 members 
Mstep: Class 13 contains 339191 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 7521 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 77812 members 
Mstep: Class 19 contains 5216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95232464.000000 Penalty: 59826.828125
Iteration 6F: 19 clusters Score -9.523246e+07 nChanged 29830
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 20862 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 15127 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 23693 members 
Mstep: Class 9 contains 9667 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 30448 members 
Mstep: Class 13 contains 332892 members 
Mstep: Class 14 contains 3836 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 18 contains 77750 members 
Mstep: Class 19 contains 5240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95261032.000000 Penalty: 59826.828125
Iteration 7Q: 19 clusters Score -9.526103e+07 nChanged 22466
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 18849 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 66062 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 23191 members 
Mstep: Class 9 contains 9692 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 328338 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 7664 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 76535 members 
Mstep: Class 19 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95278224.000000 Penalty: 59826.828125
Iteration 8Q: 19 clusters Score -9.527822e+07 nChanged 17081
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 17477 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 12746 members 
Mstep: Class 5 contains 69416 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 22834 members 
Mstep: Class 9 contains 9696 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 12 contains 36356 members 
Mstep: Class 13 contains 324631 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 75000 members 
Mstep: Class 19 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95288560.000000 Penalty: 59826.828125
Iteration 9Q: 19 clusters Score -9.528856e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 16685 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 12322 members 
Mstep: Class 5 contains 72598 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 9687 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 38110 members 
Mstep: Class 13 contains 321288 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 73445 members 
Mstep: Class 19 contains 6396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95294720.000000 Penalty: 59826.828125
Iteration 10Q: 19 clusters Score -9.529472e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 16362 members 
Mstep: Class 3 contains 7647 members 
Mstep: Class 4 contains 12094 members 
Mstep: Class 5 contains 75647 members 
Mstep: Class 6 contains 3115 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 21911 members 
Mstep: Class 9 contains 9668 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 39299 members 
Mstep: Class 13 contains 318123 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 7825 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 72135 members 
Mstep: Class 19 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95300416.000000 Penalty: 59826.828125
Iteration 11Q: 19 clusters Score -9.530042e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 78476 members 
Mstep: Class 6 contains 3105 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 21596 members 
Mstep: Class 9 contains 9659 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 40052 members 
Mstep: Class 13 contains 315192 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 71043 members 
Mstep: Class 19 contains 7064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95304456.000000 Penalty: 59826.828125
Iteration 12Q: 19 clusters Score -9.530446e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 7619 members 
Mstep: Class 4 contains 11851 members 
Mstep: Class 5 contains 81186 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 21444 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 40524 members 
Mstep: Class 13 contains 312369 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 7895 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 70182 members 
Mstep: Class 19 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95307304.000000 Penalty: 59826.828125
Iteration 13Q: 19 clusters Score -9.53073e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 16292 members 
Mstep: Class 3 contains 7524 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 83774 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 21330 members 
Mstep: Class 9 contains 9618 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 40799 members 
Mstep: Class 13 contains 309677 members 
Mstep: Class 14 contains 4963 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 69561 members 
Mstep: Class 19 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95310576.000000 Penalty: 59826.828125
Iteration 14Q: 19 clusters Score -9.531058e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 16305 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 11654 members 
Mstep: Class 5 contains 86249 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 21227 members 
Mstep: Class 9 contains 9583 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 41005 members 
Mstep: Class 13 contains 307059 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 7946 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 8082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95313008.000000 Penalty: 59826.828125
Iteration 15Q: 19 clusters Score -9.531301e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 16305 members 
Mstep: Class 3 contains 7293 members 
Mstep: Class 4 contains 11601 members 
Mstep: Class 5 contains 88624 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 21138 members 
Mstep: Class 9 contains 9549 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 41160 members 
Mstep: Class 13 contains 304555 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 7972 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 68856 members 
Mstep: Class 19 contains 8390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95315584.000000 Penalty: 59826.828125
Iteration 16Q: 19 clusters Score -9.531558e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 16330 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 11573 members 
Mstep: Class 5 contains 90962 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 21060 members 
Mstep: Class 9 contains 9515 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 41315 members 
Mstep: Class 13 contains 302060 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 7992 members 
Mstep: Class 17 contains 2306 members 
Mstep: Class 18 contains 68613 members 
Mstep: Class 19 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95317440.000000 Penalty: 59826.828125
Iteration 17Q: 19 clusters Score -9.531744e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 16346 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 93264 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 21002 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 41455 members 
Mstep: Class 13 contains 299592 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 8007 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 18 contains 68441 members 
Mstep: Class 19 contains 8943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95320440.000000 Penalty: 59826.828125
Iteration 18Q: 19 clusters Score -9.532044e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 16357 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 11500 members 
Mstep: Class 5 contains 95505 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 20932 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41578 members 
Mstep: Class 13 contains 297172 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 8029 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 68322 members 
Mstep: Class 19 contains 9250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95322544.000000 Penalty: 59826.828125
Iteration 19Q: 19 clusters Score -9.532254e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 16359 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 11496 members 
Mstep: Class 5 contains 97749 members 
Mstep: Class 6 contains 2990 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 20836 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 41637 members 
Mstep: Class 13 contains 294703 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 2282 members 
Mstep: Class 18 contains 68248 members 
Mstep: Class 19 contains 9580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95325368.000000 Penalty: 59826.828125
Iteration 20F: 19 clusters Score -9.532537e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 16417 members 
Mstep: Class 3 contains 6904 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 100103 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 20995 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 41670 members 
Mstep: Class 13 contains 292061 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 68202 members 
Mstep: Class 19 contains 9924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95328136.000000 Penalty: 59826.828125
Iteration 21Q: 19 clusters Score -9.532814e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 16469 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 11126 members 
Mstep: Class 5 contains 102529 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 21028 members 
Mstep: Class 9 contains 9352 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 41698 members 
Mstep: Class 13 contains 289365 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8047 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 68150 members 
Mstep: Class 19 contains 10270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95331144.000000 Penalty: 59826.828125
Iteration 22Q: 19 clusters Score -9.533114e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 16503 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 11015 members 
Mstep: Class 5 contains 104968 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 21043 members 
Mstep: Class 9 contains 9319 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 41683 members 
Mstep: Class 13 contains 286605 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 2261 members 
Mstep: Class 18 contains 68128 members 
Mstep: Class 19 contains 10639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95333784.000000 Penalty: 59826.828125
Iteration 23Q: 19 clusters Score -9.533378e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 16517 members 
Mstep: Class 3 contains 6824 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 107426 members 
Mstep: Class 6 contains 2964 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 21040 members 
Mstep: Class 9 contains 9276 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41650 members 
Mstep: Class 13 contains 283827 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8057 members 
Mstep: Class 17 contains 2256 members 
Mstep: Class 18 contains 68126 members 
Mstep: Class 19 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95336928.000000 Penalty: 59826.828125
Iteration 24Q: 19 clusters Score -9.533693e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 16548 members 
Mstep: Class 3 contains 6828 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 109885 members 
Mstep: Class 6 contains 2951 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 21026 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41615 members 
Mstep: Class 13 contains 281092 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8061 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 68126 members 
Mstep: Class 19 contains 11424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95339984.000000 Penalty: 59826.828125
Iteration 25Q: 19 clusters Score -9.533998e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 16593 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 10799 members 
Mstep: Class 5 contains 112360 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 20984 members 
Mstep: Class 9 contains 9175 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41603 members 
Mstep: Class 13 contains 278244 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 68116 members 
Mstep: Class 19 contains 11847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95343728.000000 Penalty: 59826.828125
Iteration 26Q: 19 clusters Score -9.534373e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 16614 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 10756 members 
Mstep: Class 5 contains 114752 members 
Mstep: Class 6 contains 2929 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 20924 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 41621 members 
Mstep: Class 13 contains 275464 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 68112 members 
Mstep: Class 19 contains 12310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95347128.000000 Penalty: 59826.828125
Iteration 27Q: 19 clusters Score -9.534713e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 16627 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 10716 members 
Mstep: Class 5 contains 117126 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 20891 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 41634 members 
Mstep: Class 13 contains 272654 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 68097 members 
Mstep: Class 19 contains 12804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95351000.000000 Penalty: 59826.828125
Iteration 28Q: 19 clusters Score -9.5351e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 16651 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 119654 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 8989 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41647 members 
Mstep: Class 13 contains 269620 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 68078 members 
Mstep: Class 19 contains 13349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95354624.000000 Penalty: 59826.828125
Iteration 29Q: 19 clusters Score -9.535462e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 16687 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 10662 members 
Mstep: Class 5 contains 122222 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 20808 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41649 members 
Mstep: Class 13 contains 266551 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8061 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 68068 members 
Mstep: Class 19 contains 13869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95358672.000000 Penalty: 59826.828125
Iteration 30Q: 19 clusters Score -9.535867e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 16722 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 124870 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 20782 members 
Mstep: Class 9 contains 8862 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41655 members 
Mstep: Class 13 contains 263370 members 
Mstep: Class 14 contains 5147 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8061 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 68053 members 
Mstep: Class 19 contains 14438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95362664.000000 Penalty: 59826.828125
Iteration 31Q: 19 clusters Score -9.536266e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 16751 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 127435 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 20766 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41660 members 
Mstep: Class 13 contains 260220 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 68029 members 
Mstep: Class 19 contains 15030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95366560.000000 Penalty: 59826.828125
Iteration 32Q: 19 clusters Score -9.536656e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 16786 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 129865 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 20752 members 
Mstep: Class 9 contains 8729 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41660 members 
Mstep: Class 13 contains 257168 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8061 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 18 contains 67998 members 
Mstep: Class 19 contains 15673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95370472.000000 Penalty: 59826.828125
Iteration 33Q: 19 clusters Score -9.537047e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 16832 members 
Mstep: Class 3 contains 7256 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 132240 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 20721 members 
Mstep: Class 9 contains 8681 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 41670 members 
Mstep: Class 13 contains 254183 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 67925 members 
Mstep: Class 19 contains 16311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95373832.000000 Penalty: 59826.828125
Iteration 34Q: 19 clusters Score -9.537383e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 16890 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 134505 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 1105 members 
Mstep: Class 8 contains 20691 members 
Mstep: Class 9 contains 8621 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 41680 members 
Mstep: Class 13 contains 251208 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8048 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67835 members 
Mstep: Class 19 contains 17034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95377176.000000 Penalty: 59826.828125
Iteration 35Q: 19 clusters Score -9.537718e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 16950 members 
Mstep: Class 3 contains 7457 members 
Mstep: Class 4 contains 10578 members 
Mstep: Class 5 contains 136684 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 20666 members 
Mstep: Class 9 contains 8580 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 41705 members 
Mstep: Class 13 contains 248370 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 67709 members 
Mstep: Class 19 contains 17709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95380440.000000 Penalty: 59826.828125
Iteration 36Q: 19 clusters Score -9.538044e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 17017 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 10564 members 
Mstep: Class 5 contains 138770 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 20653 members 
Mstep: Class 9 contains 8525 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 41752 members 
Mstep: Class 13 contains 245602 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 67573 members 
Mstep: Class 19 contains 18394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95382336.000000 Penalty: 59826.828125
Iteration 37Q: 19 clusters Score -9.538234e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 17075 members 
Mstep: Class 3 contains 7629 members 
Mstep: Class 4 contains 10566 members 
Mstep: Class 5 contains 140721 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 20627 members 
Mstep: Class 9 contains 8493 members 
Mstep: Class 11 contains 870 members 
Mstep: Class 12 contains 41811 members 
Mstep: Class 13 contains 242922 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8015 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 67404 members 
Mstep: Class 19 contains 19137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95384088.000000 Penalty: 59826.828125
Iteration 38Q: 19 clusters Score -9.538409e+07 nChanged 5317
Entering ConstructFrom: 
Score: -95384088.000000 Penalty: 59826.828125
Entering ConstructFrom: 
Trying to split cluster 1 (62110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Entering Unmasked Estep 
Score: -9061384.000000 Penalty: 2737.092285
	Iteration 0F: 2 clusters Score -9061384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -9019565.000000 Penalty: 5474.184570
	Iteration 0F: 3 clusters Score -9019565 nChanged 28933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -9036380.000000 Penalty: 5474.184570
	Iteration 1F: 3 clusters Score -9036380 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -9037546.000000 Penalty: 5474.184570
	Iteration 2Q: 3 clusters Score -9037546 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -9038993.000000 Penalty: 5474.184570
	Iteration 3Q: 3 clusters Score -9038993 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -9040924.000000 Penalty: 5474.184570
	Iteration 4F: 3 clusters Score -9040924 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -9043285.000000 Penalty: 5474.184570
	Iteration 5F: 3 clusters Score -9043285 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -9045958.000000 Penalty: 5474.184570
	Iteration 6F: 3 clusters Score -9045958 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -9048765.000000 Penalty: 5474.184570
	Iteration 7F: 3 clusters Score -9048765 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -9051281.000000 Penalty: 5474.184570
	Iteration 8F: 3 clusters Score -9051281 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -9053324.000000 Penalty: 5474.184570
	Iteration 9F: 3 clusters Score -9053324 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -9054657.000000 Penalty: 5474.184570
	Iteration 10Q: 3 clusters Score -9054657 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -9055351.000000 Penalty: 5474.184570
	Iteration 11Q: 3 clusters Score -9055351 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -9055850.000000 Penalty: 5474.184570
	Iteration 12Q: 3 clusters Score -9055850 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -9056155.000000 Penalty: 5474.184570
	Iteration 13Q: 3 clusters Score -9056155 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -9056342.000000 Penalty: 5474.184570
	Iteration 14Q: 3 clusters Score -9056342 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -9056589.000000 Penalty: 5474.184570
	Iteration 15Q: 3 clusters Score -9056589 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -9056806.000000 Penalty: 5474.184570
	Iteration 16Q: 3 clusters Score -9056806 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -9056938.000000 Penalty: 5474.184570
	Iteration 17Q: 3 clusters Score -9056938 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -9057056.000000 Penalty: 5474.184570
	Iteration 18Q: 3 clusters Score -9057056 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -9057139.000000 Penalty: 5474.184570
	Iteration 19Q: 3 clusters Score -9057139 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -9057189.000000 Penalty: 5474.184570
	Iteration 20F: 3 clusters Score -9057189 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -9057227.000000 Penalty: 5474.184570
	Iteration 21Q: 3 clusters Score -9057227 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -9057310.000000 Penalty: 5474.184570
	Iteration 22Q: 3 clusters Score -9057310 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -9057381.000000 Penalty: 5474.184570
	Iteration 23Q: 3 clusters Score -9057381 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -9057436.000000 Penalty: 5474.184570
	Iteration 24Q: 3 clusters Score -9057436 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -9057507.000000 Penalty: 5474.184570
	Iteration 25Q: 3 clusters Score -9057507 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -9057512.000000 Penalty: 5474.184570
	Iteration 26Q: 3 clusters Score -9057512 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -9057558.000000 Penalty: 5474.184570
	Iteration 27Q: 3 clusters Score -9057558 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -9057606.000000 Penalty: 5474.184570
	Iteration 28Q: 3 clusters Score -9057606 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -9057685.000000 Penalty: 5474.184570
	Iteration 29Q: 3 clusters Score -9057685 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -9057780.000000 Penalty: 5474.184570
	Iteration 30Q: 3 clusters Score -9057780 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -9057840.000000 Penalty: 5474.184570
	Iteration 31Q: 3 clusters Score -9057840 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -9057974.000000 Penalty: 5474.184570
	Iteration 32Q: 3 clusters Score -9057974 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -9058117.000000 Penalty: 5474.184570
	Iteration 33Q: 3 clusters Score -9058117 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -9058314.000000 Penalty: 5474.184570
	Iteration 34Q: 3 clusters Score -9058314 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -9058569.000000 Penalty: 5474.184570
	Iteration 35Q: 3 clusters Score -9058569 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -9058852.000000 Penalty: 5474.184570
	Iteration 36Q: 3 clusters Score -9058852 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9059323.000000 Penalty: 5474.184570
	Iteration 37Q: 3 clusters Score -9059323 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -9059807.000000 Penalty: 5474.184570
	Iteration 38Q: 3 clusters Score -9059807 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -9060401.000000 Penalty: 5474.184570
	Iteration 39Q: 3 clusters Score -9060401 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -9061063.000000 Penalty: 5474.184570
	Iteration 40F: 3 clusters Score -9061063 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -9061637.000000 Penalty: 5474.184570
	Iteration 41Q: 3 clusters Score -9061637 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -9062199.000000 Penalty: 5474.184570
	Iteration 42Q: 3 clusters Score -9062199 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -9062697.000000 Penalty: 5474.184570
	Iteration 43Q: 3 clusters Score -9062697 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -9063182.000000 Penalty: 5474.184570
	Iteration 44Q: 3 clusters Score -9063182 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -9063741.000000 Penalty: 5474.184570
	Iteration 45Q: 3 clusters Score -9063741 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -9064307.000000 Penalty: 5474.184570
	Iteration 46Q: 3 clusters Score -9064307 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -9064856.000000 Penalty: 5474.184570
	Iteration 47Q: 3 clusters Score -9064856 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -9065502.000000 Penalty: 5474.184570
	Iteration 48Q: 3 clusters Score -9065502 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -9066178.000000 Penalty: 5474.184570
	Iteration 49Q: 3 clusters Score -9066178 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -9066913.000000 Penalty: 5474.184570
	Iteration 50Q: 3 clusters Score -9066913 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -9067527.000000 Penalty: 5474.184570
	Iteration 51Q: 3 clusters Score -9067527 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -9068027.000000 Penalty: 5474.184570
	Iteration 52Q: 3 clusters Score -9068027 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -9068371.000000 Penalty: 5474.184570
	Iteration 53Q: 3 clusters Score -9068371 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -9068682.000000 Penalty: 5474.184570
	Iteration 54Q: 3 clusters Score -9068682 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -9068905.000000 Penalty: 5474.184570
	Iteration 55Q: 3 clusters Score -9068905 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -9069107.000000 Penalty: 5474.184570
	Iteration 56Q: 3 clusters Score -9069107 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -9069204.000000 Penalty: 5474.184570
	Iteration 57Q: 3 clusters Score -9069204 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -9069317.000000 Penalty: 5474.184570
	Iteration 58Q: 3 clusters Score -9069317 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -9069399.000000 Penalty: 5474.184570
	Iteration 59Q: 3 clusters Score -9069399 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -9069479.000000 Penalty: 5474.184570
	Iteration 60F: 3 clusters Score -9069479 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -9069497.000000 Penalty: 5474.184570
	Iteration 61Q: 3 clusters Score -9069497 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -9069480.000000 Penalty: 5474.184570
	Iteration 62Q: 3 clusters Score -9069480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -9069497.000000 Penalty: 5474.184570
	Iteration 63Q: 3 clusters Score -9069497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -9069494.000000 Penalty: 5474.184570
	Iteration 64Q: 3 clusters Score -9069494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -9069505.000000 Penalty: 5474.184570
	Iteration 65Q: 3 clusters Score -9069505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -9069493.000000 Penalty: 5474.184570
	Iteration 66Q: 3 clusters Score -9069493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -9069495.000000 Penalty: 5474.184570
	Iteration 67Q: 3 clusters Score -9069495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -9069503.000000 Penalty: 5474.184570
	Iteration 68Q: 3 clusters Score -9069503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -9069499.000000 Penalty: 5474.184570
	Iteration 69Q: 3 clusters Score -9069499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -9069489.000000 Penalty: 5474.184570
	Iteration 70Q: 3 clusters Score -9069489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -9069489.000000 Penalty: 5474.184570
	Iteration 71Q: 3 clusters Score -9069489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -9069493.000000 Penalty: 5474.184570
	Iteration 72Q: 3 clusters Score -9069493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -9069487.000000 Penalty: 5474.184570
	Iteration 73Q: 3 clusters Score -9069487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -9069493.000000 Penalty: 5474.184570
	Iteration 74Q: 3 clusters Score -9069493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -9069495.000000 Penalty: 5474.184570
	Iteration 75Q: 3 clusters Score -9069495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -9069489.000000 Penalty: 5474.184570
	Iteration 76Q: 3 clusters Score -9069489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -9069488.000000 Penalty: 5474.184570
	Iteration 77Q: 3 clusters Score -9069488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -9069484.000000 Penalty: 5474.184570
	Iteration 78Q: 3 clusters Score -9069484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -9069489.000000 Penalty: 5474.184570
	Iteration 79Q: 3 clusters Score -9069489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -9069493.000000 Penalty: 5474.184570
	Iteration 80F: 3 clusters Score -9069493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -9069488.000000 Penalty: 5474.184570
	Iteration 81Q: 3 clusters Score -9069488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -9069484.000000 Penalty: 5474.184570
	Iteration 82Q: 3 clusters Score -9069484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -9069487.000000 Penalty: 5474.184570
	Iteration 83Q: 3 clusters Score -9069487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -9069487.000000 Penalty: 5474.184570
	Iteration 84F: 3 clusters Score -9069487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 10563 members 
Mstep: Class 5 contains 142642 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 240290 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Entering Unmasked Estep 
Score: -95392216.000000 Penalty: 63150.539062
Splitting cluster 1 changes total score from -95384088.000000 to -95392216.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (17130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Entering Unmasked Estep 
Score: -2496759.000000 Penalty: 2417.649414
	Iteration 0F: 2 clusters Score -2496759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2484521.500000 Penalty: 4835.298828
	Iteration 0F: 3 clusters Score -2484522 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2488678.250000 Penalty: 4835.298828
	Iteration 1F: 3 clusters Score -2488678 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2489326.000000 Penalty: 4835.298828
	Iteration 2F: 3 clusters Score -2489326 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2490025.000000 Penalty: 4835.298828
	Iteration 3F: 3 clusters Score -2490025 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2490786.500000 Penalty: 4835.298828
	Iteration 4F: 3 clusters Score -2490786 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2491502.750000 Penalty: 4835.298828
	Iteration 5F: 3 clusters Score -2491503 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2492147.250000 Penalty: 4835.298828
	Iteration 6F: 3 clusters Score -2492147 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2492688.500000 Penalty: 4835.298828
	Iteration 7F: 3 clusters Score -2492688 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2493141.250000 Penalty: 4835.298828
	Iteration 8Q: 3 clusters Score -2493141 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2493547.750000 Penalty: 4835.298828
	Iteration 9Q: 3 clusters Score -2493548 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2493906.000000 Penalty: 4835.298828
	Iteration 10Q: 3 clusters Score -2493906 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2494221.000000 Penalty: 4835.298828
	Iteration 11Q: 3 clusters Score -2494221 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2494476.250000 Penalty: 4835.298828
	Iteration 12Q: 3 clusters Score -2494476 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2494704.500000 Penalty: 4835.298828
	Iteration 13Q: 3 clusters Score -2494704 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2494881.500000 Penalty: 4835.298828
	Iteration 14Q: 3 clusters Score -2494882 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2495012.500000 Penalty: 4835.298828
	Iteration 15Q: 3 clusters Score -2495012 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2495127.250000 Penalty: 4835.298828
	Iteration 16Q: 3 clusters Score -2495127 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2495198.500000 Penalty: 4835.298828
	Iteration 17Q: 3 clusters Score -2495198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2495249.500000 Penalty: 4835.298828
	Iteration 18Q: 3 clusters Score -2495250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2495270.000000 Penalty: 4835.298828
	Iteration 19Q: 3 clusters Score -2495270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2495285.750000 Penalty: 4835.298828
	Iteration 20F: 3 clusters Score -2495286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2495297.250000 Penalty: 4835.298828
	Iteration 21Q: 3 clusters Score -2495297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2495309.750000 Penalty: 4835.298828
	Iteration 22Q: 3 clusters Score -2495310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2495318.250000 Penalty: 4835.298828
	Iteration 23Q: 3 clusters Score -2495318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2495329.000000 Penalty: 4835.298828
	Iteration 24Q: 3 clusters Score -2495329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2495344.500000 Penalty: 4835.298828
	Iteration 25Q: 3 clusters Score -2495344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2495350.000000 Penalty: 4835.298828
	Iteration 26Q: 3 clusters Score -2495350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2495357.000000 Penalty: 4835.298828
	Iteration 27Q: 3 clusters Score -2495357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2495354.250000 Penalty: 4835.298828
	Iteration 28Q: 3 clusters Score -2495354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2495355.750000 Penalty: 4835.298828
	Iteration 29Q: 3 clusters Score -2495356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2495352.000000 Penalty: 4835.298828
	Iteration 30Q: 3 clusters Score -2495352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2495355.250000 Penalty: 4835.298828
	Iteration 31Q: 3 clusters Score -2495355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2495357.500000 Penalty: 4835.298828
	Iteration 32Q: 3 clusters Score -2495358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2495359.000000 Penalty: 4835.298828
	Iteration 33Q: 3 clusters Score -2495359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2495361.500000 Penalty: 4835.298828
	Iteration 34Q: 3 clusters Score -2495362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2495358.750000 Penalty: 4835.298828
	Iteration 35Q: 3 clusters Score -2495359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2495364.000000 Penalty: 4835.298828
	Iteration 36Q: 3 clusters Score -2495364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2495368.250000 Penalty: 4835.298828
	Iteration 37Q: 3 clusters Score -2495368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2495371.500000 Penalty: 4835.298828
	Iteration 38Q: 3 clusters Score -2495372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2495368.500000 Penalty: 4835.298828
	Iteration 39Q: 3 clusters Score -2495368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2495376.000000 Penalty: 4835.298828
	Iteration 40F: 3 clusters Score -2495376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2495375.250000 Penalty: 4835.298828
	Iteration 41Q: 3 clusters Score -2495375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2495374.250000 Penalty: 4835.298828
	Iteration 42Q: 3 clusters Score -2495374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2495374.500000 Penalty: 4835.298828
	Iteration 43Q: 3 clusters Score -2495374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2495374.000000 Penalty: 4835.298828
	Iteration 44Q: 3 clusters Score -2495374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2495373.250000 Penalty: 4835.298828
	Iteration 45Q: 3 clusters Score -2495373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2495372.750000 Penalty: 4835.298828
	Iteration 46Q: 3 clusters Score -2495373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2495372.750000 Penalty: 4835.298828
	Iteration 47Q: 3 clusters Score -2495373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2495379.250000 Penalty: 4835.298828
	Iteration 48Q: 3 clusters Score -2495379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2495377.500000 Penalty: 4835.298828
	Iteration 49Q: 3 clusters Score -2495378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2495373.500000 Penalty: 4835.298828
	Iteration 50Q: 3 clusters Score -2495374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2495377.500000 Penalty: 4835.298828
	Iteration 51Q: 3 clusters Score -2495378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2495376.500000 Penalty: 4835.298828
	Iteration 52Q: 3 clusters Score -2495376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2495380.750000 Penalty: 4835.298828
	Iteration 53Q: 3 clusters Score -2495381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2495379.250000 Penalty: 4835.298828
	Iteration 54Q: 3 clusters Score -2495379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2495378.250000 Penalty: 4835.298828
	Iteration 55Q: 3 clusters Score -2495378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2495377.000000 Penalty: 4835.298828
	Iteration 56Q: 3 clusters Score -2495377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2495378.750000 Penalty: 4835.298828
	Iteration 57Q: 3 clusters Score -2495379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2495378.000000 Penalty: 4835.298828
	Iteration 58Q: 3 clusters Score -2495378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2495378.000000 Penalty: 4835.298828
	Iteration 59F: 3 clusters Score -2495378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Entering Unmasked Estep 
Score: -1116566.375000 Penalty: 2220.053467
	Iteration 0F: 2 clusters Score -1116566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1110381.500000 Penalty: 4440.106934
	Iteration 0F: 3 clusters Score -1110382 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1112104.250000 Penalty: 4440.106934
	Iteration 1F: 3 clusters Score -1112104 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1112423.500000 Penalty: 4440.106934
	Iteration 2F: 3 clusters Score -1112424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1112688.125000 Penalty: 4440.106934
	Iteration 3F: 3 clusters Score -1112688 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1112944.250000 Penalty: 4440.106934
	Iteration 4F: 3 clusters Score -1112944 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1113228.375000 Penalty: 4440.106934
	Iteration 5Q: 3 clusters Score -1113228 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1113574.750000 Penalty: 4440.106934
	Iteration 6F: 3 clusters Score -1113575 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1114171.875000 Penalty: 4440.106934
	Iteration 7F: 3 clusters Score -1114172 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1115390.375000 Penalty: 4440.106934
	Iteration 8F: 3 clusters Score -1115390 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1116738.625000 Penalty: 4440.106934
	Iteration 9F: 3 clusters Score -1116739 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1117607.625000 Penalty: 4440.106934
	Iteration 10F: 3 clusters Score -1117608 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1118019.125000 Penalty: 4440.106934
	Iteration 11Q: 3 clusters Score -1118019 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1118267.125000 Penalty: 4440.106934
	Iteration 12Q: 3 clusters Score -1118267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1118381.750000 Penalty: 4440.106934
	Iteration 13Q: 3 clusters Score -1118382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1118417.875000 Penalty: 4440.106934
	Iteration 14Q: 3 clusters Score -1118418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1118430.500000 Penalty: 4440.106934
	Iteration 15Q: 3 clusters Score -1118430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1118438.000000 Penalty: 4440.106934
	Iteration 16Q: 3 clusters Score -1118438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1118444.250000 Penalty: 4440.106934
	Iteration 17Q: 3 clusters Score -1118444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1118446.750000 Penalty: 4440.106934
	Iteration 18Q: 3 clusters Score -1118447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1118449.375000 Penalty: 4440.106934
	Iteration 19Q: 3 clusters Score -1118449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1118448.250000 Penalty: 4440.106934
	Iteration 20F: 3 clusters Score -1118448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 10563 members 
Mstep: Class 5 contains 142642 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 240290 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Entering Unmasked Estep 
Score: -95392872.000000 Penalty: 66474.250000
Splitting cluster 3 changes total score from -95384088.000000 to -95392872.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (10563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Entering Unmasked Estep 
Score: -1300829.875000 Penalty: 2297.748047
	Iteration 0F: 2 clusters Score -1300830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1292952.125000 Penalty: 4595.496094
	Iteration 0F: 3 clusters Score -1292952 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1296729.625000 Penalty: 4595.496094
	Iteration 1F: 3 clusters Score -1296730 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1299627.000000 Penalty: 4595.496094
	Iteration 2F: 3 clusters Score -1299627 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1302215.750000 Penalty: 4595.496094
	Iteration 3F: 3 clusters Score -1302216 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1303562.250000 Penalty: 4595.496094
	Iteration 4F: 3 clusters Score -1303562 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1303992.000000 Penalty: 4595.496094
	Iteration 5Q: 3 clusters Score -1303992 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1304129.875000 Penalty: 4595.496094
	Iteration 6Q: 3 clusters Score -1304130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1304182.375000 Penalty: 4595.496094
	Iteration 7Q: 3 clusters Score -1304182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1304203.625000 Penalty: 4595.496094
	Iteration 8Q: 3 clusters Score -1304204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1304210.125000 Penalty: 4595.496094
	Iteration 9Q: 3 clusters Score -1304210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1304215.750000 Penalty: 4595.496094
	Iteration 10Q: 3 clusters Score -1304216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1304211.125000 Penalty: 4595.496094
	Iteration 11Q: 3 clusters Score -1304211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1304210.375000 Penalty: 4595.496094
	Iteration 12Q: 3 clusters Score -1304210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1304210.375000 Penalty: 4595.496094
	Iteration 13F: 3 clusters Score -1304210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 142642 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 240290 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Entering Unmasked Estep 
Score: -95395280.000000 Penalty: 69797.968750
Splitting cluster 4 changes total score from -95384088.000000 to -95395280.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (142642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Entering Unmasked Estep 
Score: -21292892.000000 Penalty: 2943.287109
	Iteration 0F: 2 clusters Score -2.129289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -21197232.000000 Penalty: 5886.574219
	Iteration 0F: 3 clusters Score -2.119723e+07 nChanged 68325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -21236818.000000 Penalty: 5886.574219
	Iteration 1F: 3 clusters Score -2.123682e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -21237836.000000 Penalty: 5886.574219
	Iteration 2Q: 3 clusters Score -2.123784e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -21239540.000000 Penalty: 5886.574219
	Iteration 3Q: 3 clusters Score -2.123954e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -21242866.000000 Penalty: 5886.574219
	Iteration 4Q: 3 clusters Score -2.124287e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -21248578.000000 Penalty: 5886.574219
	Iteration 5F: 3 clusters Score -2.124858e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -21257358.000000 Penalty: 5886.574219
	Iteration 6F: 3 clusters Score -2.125736e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -21267170.000000 Penalty: 5886.574219
	Iteration 7F: 3 clusters Score -2.126717e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -21275106.000000 Penalty: 5886.574219
	Iteration 8F: 3 clusters Score -2.127511e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -21280478.000000 Penalty: 5886.574219
	Iteration 9Q: 3 clusters Score -2.128048e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120629 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -21285700.000000 Penalty: 5886.574219
	Iteration 10Q: 3 clusters Score -2.12857e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -21289868.000000 Penalty: 5886.574219
	Iteration 11Q: 3 clusters Score -2.128987e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -21291290.000000 Penalty: 5886.574219
	Iteration 12Q: 3 clusters Score -2.129129e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125612 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -21291810.000000 Penalty: 5886.574219
	Iteration 13Q: 3 clusters Score -2.129181e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126558 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -21292222.000000 Penalty: 5886.574219
	Iteration 14Q: 3 clusters Score -2.129222e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -21292514.000000 Penalty: 5886.574219
	Iteration 15Q: 3 clusters Score -2.129251e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -21292676.000000 Penalty: 5886.574219
	Iteration 16Q: 3 clusters Score -2.129268e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -21292800.000000 Penalty: 5886.574219
	Iteration 17Q: 3 clusters Score -2.12928e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129105 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -21292996.000000 Penalty: 5886.574219
	Iteration 18Q: 3 clusters Score -2.1293e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129532 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -21293072.000000 Penalty: 5886.574219
	Iteration 19Q: 3 clusters Score -2.129307e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -21293180.000000 Penalty: 5886.574219
	Iteration 20F: 3 clusters Score -2.129318e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130184 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -21293172.000000 Penalty: 5886.574219
	Iteration 21Q: 3 clusters Score -2.129317e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130457 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -21293230.000000 Penalty: 5886.574219
	Iteration 22Q: 3 clusters Score -2.129323e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130742 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -21293184.000000 Penalty: 5886.574219
	Iteration 23Q: 3 clusters Score -2.129318e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130998 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -21293220.000000 Penalty: 5886.574219
	Iteration 24Q: 3 clusters Score -2.129322e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -21293244.000000 Penalty: 5886.574219
	Iteration 25Q: 3 clusters Score -2.129324e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131393 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -21293242.000000 Penalty: 5886.574219
	Iteration 26Q: 3 clusters Score -2.129324e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -21293288.000000 Penalty: 5886.574219
	Iteration 27Q: 3 clusters Score -2.129329e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131643 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -21293256.000000 Penalty: 5886.574219
	Iteration 28Q: 3 clusters Score -2.129326e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -21293272.000000 Penalty: 5886.574219
	Iteration 29Q: 3 clusters Score -2.129327e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -21293304.000000 Penalty: 5886.574219
	Iteration 30Q: 3 clusters Score -2.12933e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -21293298.000000 Penalty: 5886.574219
	Iteration 31Q: 3 clusters Score -2.12933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131938 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -21293278.000000 Penalty: 5886.574219
	Iteration 32Q: 3 clusters Score -2.129328e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -21293276.000000 Penalty: 5886.574219
	Iteration 33Q: 3 clusters Score -2.129328e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -21293262.000000 Penalty: 5886.574219
	Iteration 34Q: 3 clusters Score -2.129326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132095 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -21293230.000000 Penalty: 5886.574219
	Iteration 35Q: 3 clusters Score -2.129323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132154 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -21293222.000000 Penalty: 5886.574219
	Iteration 36Q: 3 clusters Score -2.129322e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132207 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -21293212.000000 Penalty: 5886.574219
	Iteration 37Q: 3 clusters Score -2.129321e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132251 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -21293222.000000 Penalty: 5886.574219
	Iteration 38Q: 3 clusters Score -2.129322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -21293212.000000 Penalty: 5886.574219
	Iteration 39Q: 3 clusters Score -2.129321e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -21293214.000000 Penalty: 5886.574219
	Iteration 40F: 3 clusters Score -2.129321e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132363 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -21293212.000000 Penalty: 5886.574219
	Iteration 41Q: 3 clusters Score -2.129321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132395 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -21293226.000000 Penalty: 5886.574219
	Iteration 42Q: 3 clusters Score -2.129323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132424 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -21293212.000000 Penalty: 5886.574219
	Iteration 43Q: 3 clusters Score -2.129321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -21293190.000000 Penalty: 5886.574219
	Iteration 44Q: 3 clusters Score -2.129319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -21293220.000000 Penalty: 5886.574219
	Iteration 45Q: 3 clusters Score -2.129322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -21293196.000000 Penalty: 5886.574219
	Iteration 46Q: 3 clusters Score -2.12932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -21293212.000000 Penalty: 5886.574219
	Iteration 47Q: 3 clusters Score -2.129321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132560 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -21293206.000000 Penalty: 5886.574219
	Iteration 48Q: 3 clusters Score -2.129321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132589 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -21293192.000000 Penalty: 5886.574219
	Iteration 49Q: 3 clusters Score -2.129319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132618 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -21293226.000000 Penalty: 5886.574219
	Iteration 50Q: 3 clusters Score -2.129323e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -21293260.000000 Penalty: 5886.574219
	Iteration 51Q: 3 clusters Score -2.129326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132675 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -21293266.000000 Penalty: 5886.574219
	Iteration 52Q: 3 clusters Score -2.129327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -21293248.000000 Penalty: 5886.574219
	Iteration 53Q: 3 clusters Score -2.129325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132716 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -21293240.000000 Penalty: 5886.574219
	Iteration 54Q: 3 clusters Score -2.129324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132729 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -21293210.000000 Penalty: 5886.574219
	Iteration 55Q: 3 clusters Score -2.129321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -21293208.000000 Penalty: 5886.574219
	Iteration 56Q: 3 clusters Score -2.129321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -21293198.000000 Penalty: 5886.574219
	Iteration 57Q: 3 clusters Score -2.12932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -21293202.000000 Penalty: 5886.574219
	Iteration 58Q: 3 clusters Score -2.12932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132756 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -21293196.000000 Penalty: 5886.574219
	Iteration 59Q: 3 clusters Score -2.12932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132758 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -21293182.000000 Penalty: 5886.574219
	Iteration 60F: 3 clusters Score -2.129318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132760 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -21293188.000000 Penalty: 5886.574219
	Iteration 61Q: 3 clusters Score -2.129319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -21293186.000000 Penalty: 5886.574219
	Iteration 62Q: 3 clusters Score -2.129319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132764 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -21293184.000000 Penalty: 5886.574219
	Iteration 63Q: 3 clusters Score -2.129318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132766 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -21293190.000000 Penalty: 5886.574219
	Iteration 64Q: 3 clusters Score -2.129319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -21293196.000000 Penalty: 5886.574219
	Iteration 65Q: 3 clusters Score -2.12932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -21293202.000000 Penalty: 5886.574219
	Iteration 66Q: 3 clusters Score -2.12932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -21293202.000000 Penalty: 5886.574219
	Iteration 67F: 3 clusters Score -2.12932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 240290 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Entering Unmasked Estep 
Score: -95395000.000000 Penalty: 73121.679688
Splitting cluster 5 changes total score from -95384088.000000 to -95395000.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -421880.031250 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -421880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -418674.281250 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -418674.3 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -419341.500000 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -419341.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -419605.187500 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -419605.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -419825.062500 Penalty: 3952.973145
	Iteration 3F: 3 clusters Score -419825.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -420027.250000 Penalty: 3952.973145
	Iteration 4F: 3 clusters Score -420027.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -420229.968750 Penalty: 3952.973145
	Iteration 5F: 3 clusters Score -420230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -420458.968750 Penalty: 3952.973145
	Iteration 6F: 3 clusters Score -420459 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -420745.843750 Penalty: 3952.973145
	Iteration 7F: 3 clusters Score -420745.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -421197.687500 Penalty: 3952.973145
	Iteration 8F: 3 clusters Score -421197.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -421858.656250 Penalty: 3952.973145
	Iteration 9F: 3 clusters Score -421858.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -422542.968750 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -422543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -422608.093750 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -422608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -422619.375000 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -422619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -422622.468750 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -422622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -422628.343750 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -422628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -422640.031250 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -422640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -422660.937500 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -422660.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -422686.093750 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -422686.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -422725.500000 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -422725.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -422758.375000 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -422758.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -422778.875000 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -422778.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -422787.750000 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -422787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -422791.062500 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -422791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -422792.906250 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -422792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -422793.156250 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -422793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -422793.156250 Penalty: 3952.973145
	Iteration 25F: 3 clusters Score -422793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 240290 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 1508 members 
Entering Unmasked Estep 
Score: -95394504.000000 Penalty: 76445.390625
Splitting cluster 6 changes total score from -95384088.000000 to -95394504.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -117111.078125 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -117111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115303.929688 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -115303.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116368.242188 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -116368.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117359.265625 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -117359.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118563.718750 Penalty: 3478.455811
	Iteration 3F: 3 clusters Score -118563.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119015.640625 Penalty: 3478.455811
	Iteration 4F: 3 clusters Score -119015.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119207.265625 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -119207.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119376.656250 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -119376.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119505.750000 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -119505.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119640.687500 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -119640.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119727.835938 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -119727.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119774.507812 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -119774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -119800.867188 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -119800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -119815.320312 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -119815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119836.710938 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -119836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -119846.968750 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -119847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119857.734375 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -119857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119857.734375 Penalty: 3478.455811
	Iteration 16F: 3 clusters Score -119857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 240290 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 745 members 
Entering Unmasked Estep 
Score: -95395560.000000 Penalty: 79769.101562
Splitting cluster 7 changes total score from -95384088.000000 to -95395560.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (20628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Entering Unmasked Estep 
Score: -2813119.750000 Penalty: 2463.732178
	Iteration 0F: 2 clusters Score -2813120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2798625.250000 Penalty: 4927.464355
	Iteration 0F: 3 clusters Score -2798625 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2803519.750000 Penalty: 4927.464355
	Iteration 1F: 3 clusters Score -2803520 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2803991.750000 Penalty: 4927.464355
	Iteration 2F: 3 clusters Score -2803992 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2804455.250000 Penalty: 4927.464355
	Iteration 3F: 3 clusters Score -2804455 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2804998.000000 Penalty: 4927.464355
	Iteration 4Q: 3 clusters Score -2804998 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2805650.250000 Penalty: 4927.464355
	Iteration 5F: 3 clusters Score -2805650 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2806362.500000 Penalty: 4927.464355
	Iteration 6F: 3 clusters Score -2806362 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2807052.500000 Penalty: 4927.464355
	Iteration 7F: 3 clusters Score -2807052 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2807745.500000 Penalty: 4927.464355
	Iteration 8F: 3 clusters Score -2807746 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2808316.500000 Penalty: 4927.464355
	Iteration 9Q: 3 clusters Score -2808316 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2808716.750000 Penalty: 4927.464355
	Iteration 10Q: 3 clusters Score -2808717 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2809022.500000 Penalty: 4927.464355
	Iteration 11Q: 3 clusters Score -2809022 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2809229.750000 Penalty: 4927.464355
	Iteration 12Q: 3 clusters Score -2809230 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2809349.500000 Penalty: 4927.464355
	Iteration 13Q: 3 clusters Score -2809350 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2809449.500000 Penalty: 4927.464355
	Iteration 14Q: 3 clusters Score -2809450 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2809503.000000 Penalty: 4927.464355
	Iteration 15Q: 3 clusters Score -2809503 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2809538.500000 Penalty: 4927.464355
	Iteration 16Q: 3 clusters Score -2809538 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2809569.000000 Penalty: 4927.464355
	Iteration 17Q: 3 clusters Score -2809569 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2809590.000000 Penalty: 4927.464355
	Iteration 18Q: 3 clusters Score -2809590 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2809605.250000 Penalty: 4927.464355
	Iteration 19Q: 3 clusters Score -2809605 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2809627.000000 Penalty: 4927.464355
	Iteration 20F: 3 clusters Score -2809627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2809635.000000 Penalty: 4927.464355
	Iteration 21Q: 3 clusters Score -2809635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2809657.000000 Penalty: 4927.464355
	Iteration 22Q: 3 clusters Score -2809657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2809669.500000 Penalty: 4927.464355
	Iteration 23Q: 3 clusters Score -2809670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2809676.500000 Penalty: 4927.464355
	Iteration 24Q: 3 clusters Score -2809676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2809677.750000 Penalty: 4927.464355
	Iteration 25Q: 3 clusters Score -2809678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2809692.500000 Penalty: 4927.464355
	Iteration 26Q: 3 clusters Score -2809692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2809684.500000 Penalty: 4927.464355
	Iteration 27Q: 3 clusters Score -2809684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2809695.250000 Penalty: 4927.464355
	Iteration 28Q: 3 clusters Score -2809695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2809691.500000 Penalty: 4927.464355
	Iteration 29Q: 3 clusters Score -2809692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2809698.000000 Penalty: 4927.464355
	Iteration 30Q: 3 clusters Score -2809698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2809700.750000 Penalty: 4927.464355
	Iteration 31Q: 3 clusters Score -2809701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2809698.250000 Penalty: 4927.464355
	Iteration 32Q: 3 clusters Score -2809698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2809701.250000 Penalty: 4927.464355
	Iteration 33Q: 3 clusters Score -2809701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2809713.000000 Penalty: 4927.464355
	Iteration 34Q: 3 clusters Score -2809713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2809710.500000 Penalty: 4927.464355
	Iteration 35Q: 3 clusters Score -2809710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2809709.000000 Penalty: 4927.464355
	Iteration 36Q: 3 clusters Score -2809709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2809719.000000 Penalty: 4927.464355
	Iteration 37Q: 3 clusters Score -2809719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2809718.500000 Penalty: 4927.464355
	Iteration 38Q: 3 clusters Score -2809718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2809721.500000 Penalty: 4927.464355
	Iteration 39Q: 3 clusters Score -2809722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2809714.500000 Penalty: 4927.464355
	Iteration 40F: 3 clusters Score -2809714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2809720.500000 Penalty: 4927.464355
	Iteration 41Q: 3 clusters Score -2809720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2809721.500000 Penalty: 4927.464355
	Iteration 42Q: 3 clusters Score -2809722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2809720.250000 Penalty: 4927.464355
	Iteration 43Q: 3 clusters Score -2809720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2809716.250000 Penalty: 4927.464355
	Iteration 44Q: 3 clusters Score -2809716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2809711.250000 Penalty: 4927.464355
	Iteration 45Q: 3 clusters Score -2809711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2809714.750000 Penalty: 4927.464355
	Iteration 46Q: 3 clusters Score -2809715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2809716.250000 Penalty: 4927.464355
	Iteration 47Q: 3 clusters Score -2809716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2809713.500000 Penalty: 4927.464355
	Iteration 48Q: 3 clusters Score -2809714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2809713.750000 Penalty: 4927.464355
	Iteration 49Q: 3 clusters Score -2809714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2809711.250000 Penalty: 4927.464355
	Iteration 50Q: 3 clusters Score -2809711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2809709.500000 Penalty: 4927.464355
	Iteration 51Q: 3 clusters Score -2809710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2809709.500000 Penalty: 4927.464355
	Iteration 52F: 3 clusters Score -2809710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Entering Unmasked Estep 
Score: -1245213.625000 Penalty: 2242.953613
	Iteration 0F: 2 clusters Score -1245214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1238494.875000 Penalty: 4485.907227
	Iteration 0F: 3 clusters Score -1238495 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1240499.500000 Penalty: 4485.907227
	Iteration 1F: 3 clusters Score -1240500 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1240838.000000 Penalty: 4485.907227
	Iteration 2F: 3 clusters Score -1240838 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1241070.000000 Penalty: 4485.907227
	Iteration 3F: 3 clusters Score -1241070 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1241247.125000 Penalty: 4485.907227
	Iteration 4Q: 3 clusters Score -1241247 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1241412.125000 Penalty: 4485.907227
	Iteration 5Q: 3 clusters Score -1241412 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1241571.625000 Penalty: 4485.907227
	Iteration 6Q: 3 clusters Score -1241572 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1241743.250000 Penalty: 4485.907227
	Iteration 7Q: 3 clusters Score -1241743 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1241917.625000 Penalty: 4485.907227
	Iteration 8Q: 3 clusters Score -1241918 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1242122.000000 Penalty: 4485.907227
	Iteration 9Q: 3 clusters Score -1242122 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1242328.250000 Penalty: 4485.907227
	Iteration 10Q: 3 clusters Score -1242328 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1242534.625000 Penalty: 4485.907227
	Iteration 11Q: 3 clusters Score -1242535 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1242740.125000 Penalty: 4485.907227
	Iteration 12Q: 3 clusters Score -1242740 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1242909.625000 Penalty: 4485.907227
	Iteration 13Q: 3 clusters Score -1242910 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1243047.000000 Penalty: 4485.907227
	Iteration 14Q: 3 clusters Score -1243047 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1243193.625000 Penalty: 4485.907227
	Iteration 15Q: 3 clusters Score -1243194 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1243322.625000 Penalty: 4485.907227
	Iteration 16Q: 3 clusters Score -1243323 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1243422.875000 Penalty: 4485.907227
	Iteration 17Q: 3 clusters Score -1243423 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1243494.375000 Penalty: 4485.907227
	Iteration 18Q: 3 clusters Score -1243494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1243539.125000 Penalty: 4485.907227
	Iteration 19Q: 3 clusters Score -1243539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1243574.000000 Penalty: 4485.907227
	Iteration 20F: 3 clusters Score -1243574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1243593.500000 Penalty: 4485.907227
	Iteration 21Q: 3 clusters Score -1243594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1243608.625000 Penalty: 4485.907227
	Iteration 22Q: 3 clusters Score -1243609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1243620.125000 Penalty: 4485.907227
	Iteration 23Q: 3 clusters Score -1243620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1243627.500000 Penalty: 4485.907227
	Iteration 24Q: 3 clusters Score -1243628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1243635.875000 Penalty: 4485.907227
	Iteration 25Q: 3 clusters Score -1243636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1243641.125000 Penalty: 4485.907227
	Iteration 26Q: 3 clusters Score -1243641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1243640.125000 Penalty: 4485.907227
	Iteration 27Q: 3 clusters Score -1243640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1243641.375000 Penalty: 4485.907227
	Iteration 28Q: 3 clusters Score -1243641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1243646.625000 Penalty: 4485.907227
	Iteration 29Q: 3 clusters Score -1243647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1243647.625000 Penalty: 4485.907227
	Iteration 30Q: 3 clusters Score -1243648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1243653.125000 Penalty: 4485.907227
	Iteration 31Q: 3 clusters Score -1243653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1243654.750000 Penalty: 4485.907227
	Iteration 32Q: 3 clusters Score -1243655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1243654.375000 Penalty: 4485.907227
	Iteration 33Q: 3 clusters Score -1243654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1243655.250000 Penalty: 4485.907227
	Iteration 34Q: 3 clusters Score -1243655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1243656.250000 Penalty: 4485.907227
	Iteration 35Q: 3 clusters Score -1243656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1243657.375000 Penalty: 4485.907227
	Iteration 36Q: 3 clusters Score -1243657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1243656.000000 Penalty: 4485.907227
	Iteration 37Q: 3 clusters Score -1243656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1243656.000000 Penalty: 4485.907227
	Iteration 38F: 3 clusters Score -1243656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -117985.398438 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -117985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116234.593750 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -116234.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116818.257812 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -116818.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -117237.890625 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -117237.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -117496.742188 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -117496.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -117553.390625 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -117553.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -117589.531250 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -117589.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -117608.023438 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -117608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -117614.734375 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -117614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -117617.625000 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -117617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -117618.648438 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -117618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -117626.335938 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -117626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -117629.179688 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -117629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -117629.179688 Penalty: 3357.742432
	Iteration 12F: 3 clusters Score -117629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Entering Unmasked Estep 
Score: -5770669.000000 Penalty: 2639.101074
	Iteration 0F: 2 clusters Score -5770669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5742305.000000 Penalty: 5278.202148
	Iteration 0F: 3 clusters Score -5742305 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -5753584.000000 Penalty: 5278.202148
	Iteration 1F: 3 clusters Score -5753584 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -5754994.000000 Penalty: 5278.202148
	Iteration 2F: 3 clusters Score -5754994 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5756900.000000 Penalty: 5278.202148
	Iteration 3F: 3 clusters Score -5756900 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5759157.500000 Penalty: 5278.202148
	Iteration 4F: 3 clusters Score -5759158 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5761398.000000 Penalty: 5278.202148
	Iteration 5F: 3 clusters Score -5761398 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5763166.500000 Penalty: 5278.202148
	Iteration 6F: 3 clusters Score -5763166 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -5764400.500000 Penalty: 5278.202148
	Iteration 7F: 3 clusters Score -5764400 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -5765286.500000 Penalty: 5278.202148
	Iteration 8Q: 3 clusters Score -5765286 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -5765948.000000 Penalty: 5278.202148
	Iteration 9Q: 3 clusters Score -5765948 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -5766426.500000 Penalty: 5278.202148
	Iteration 10Q: 3 clusters Score -5766426 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -5766735.000000 Penalty: 5278.202148
	Iteration 11Q: 3 clusters Score -5766735 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -5766988.000000 Penalty: 5278.202148
	Iteration 12Q: 3 clusters Score -5766988 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -5767201.000000 Penalty: 5278.202148
	Iteration 13Q: 3 clusters Score -5767201 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -5767364.500000 Penalty: 5278.202148
	Iteration 14Q: 3 clusters Score -5767364 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -5767525.000000 Penalty: 5278.202148
	Iteration 15Q: 3 clusters Score -5767525 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -5767669.000000 Penalty: 5278.202148
	Iteration 16Q: 3 clusters Score -5767669 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -5767822.500000 Penalty: 5278.202148
	Iteration 17Q: 3 clusters Score -5767822 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5767970.000000 Penalty: 5278.202148
	Iteration 18Q: 3 clusters Score -5767970 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -5768110.500000 Penalty: 5278.202148
	Iteration 19Q: 3 clusters Score -5768110 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -5768221.500000 Penalty: 5278.202148
	Iteration 20F: 3 clusters Score -5768222 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5768372.500000 Penalty: 5278.202148
	Iteration 21Q: 3 clusters Score -5768372 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -5768489.500000 Penalty: 5278.202148
	Iteration 22Q: 3 clusters Score -5768490 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5768616.500000 Penalty: 5278.202148
	Iteration 23Q: 3 clusters Score -5768616 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5768723.000000 Penalty: 5278.202148
	Iteration 24Q: 3 clusters Score -5768723 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -5768769.000000 Penalty: 5278.202148
	Iteration 25Q: 3 clusters Score -5768769 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -5768850.500000 Penalty: 5278.202148
	Iteration 26Q: 3 clusters Score -5768850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5768859.000000 Penalty: 5278.202148
	Iteration 27Q: 3 clusters Score -5768859 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -5768885.500000 Penalty: 5278.202148
	Iteration 28Q: 3 clusters Score -5768886 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5768909.000000 Penalty: 5278.202148
	Iteration 29Q: 3 clusters Score -5768909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5768915.000000 Penalty: 5278.202148
	Iteration 30Q: 3 clusters Score -5768915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -5768930.500000 Penalty: 5278.202148
	Iteration 31Q: 3 clusters Score -5768930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -5768937.000000 Penalty: 5278.202148
	Iteration 32Q: 3 clusters Score -5768937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5768936.500000 Penalty: 5278.202148
	Iteration 33Q: 3 clusters Score -5768936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -5768924.000000 Penalty: 5278.202148
	Iteration 34Q: 3 clusters Score -5768924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -5768926.000000 Penalty: 5278.202148
	Iteration 35Q: 3 clusters Score -5768926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5768937.500000 Penalty: 5278.202148
	Iteration 36Q: 3 clusters Score -5768938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -5768958.000000 Penalty: 5278.202148
	Iteration 37Q: 3 clusters Score -5768958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -5768960.000000 Penalty: 5278.202148
	Iteration 38Q: 3 clusters Score -5768960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5768944.500000 Penalty: 5278.202148
	Iteration 39Q: 3 clusters Score -5768944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -5768961.000000 Penalty: 5278.202148
	Iteration 40F: 3 clusters Score -5768961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5768960.000000 Penalty: 5278.202148
	Iteration 41Q: 3 clusters Score -5768960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -5768964.500000 Penalty: 5278.202148
	Iteration 42Q: 3 clusters Score -5768964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5768976.000000 Penalty: 5278.202148
	Iteration 43Q: 3 clusters Score -5768976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -5768981.500000 Penalty: 5278.202148
	Iteration 44Q: 3 clusters Score -5768982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5768978.500000 Penalty: 5278.202148
	Iteration 45Q: 3 clusters Score -5768978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5768984.000000 Penalty: 5278.202148
	Iteration 46Q: 3 clusters Score -5768984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -5769003.500000 Penalty: 5278.202148
	Iteration 47Q: 3 clusters Score -5769004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5769013.000000 Penalty: 5278.202148
	Iteration 48Q: 3 clusters Score -5769013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5769017.000000 Penalty: 5278.202148
	Iteration 49Q: 3 clusters Score -5769017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5769025.500000 Penalty: 5278.202148
	Iteration 50Q: 3 clusters Score -5769026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -5769035.500000 Penalty: 5278.202148
	Iteration 51Q: 3 clusters Score -5769036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -5769043.000000 Penalty: 5278.202148
	Iteration 52Q: 3 clusters Score -5769043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5769054.000000 Penalty: 5278.202148
	Iteration 53Q: 3 clusters Score -5769054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -5769066.000000 Penalty: 5278.202148
	Iteration 54Q: 3 clusters Score -5769066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5769066.000000 Penalty: 5278.202148
	Iteration 55Q: 3 clusters Score -5769066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5769081.500000 Penalty: 5278.202148
	Iteration 56Q: 3 clusters Score -5769082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -5769087.500000 Penalty: 5278.202148
	Iteration 57Q: 3 clusters Score -5769088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5769088.500000 Penalty: 5278.202148
	Iteration 58Q: 3 clusters Score -5769088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5769087.500000 Penalty: 5278.202148
	Iteration 59Q: 3 clusters Score -5769088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5769111.000000 Penalty: 5278.202148
	Iteration 60F: 3 clusters Score -5769111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5769106.500000 Penalty: 5278.202148
	Iteration 61Q: 3 clusters Score -5769106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5769105.000000 Penalty: 5278.202148
	Iteration 62Q: 3 clusters Score -5769105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5769111.000000 Penalty: 5278.202148
	Iteration 63Q: 3 clusters Score -5769111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5769128.500000 Penalty: 5278.202148
	Iteration 64Q: 3 clusters Score -5769128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5769137.000000 Penalty: 5278.202148
	Iteration 65Q: 3 clusters Score -5769137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5769143.000000 Penalty: 5278.202148
	Iteration 66Q: 3 clusters Score -5769143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -5769142.000000 Penalty: 5278.202148
	Iteration 67Q: 3 clusters Score -5769142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -5769150.000000 Penalty: 5278.202148
	Iteration 68Q: 3 clusters Score -5769150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -5769151.500000 Penalty: 5278.202148
	Iteration 69Q: 3 clusters Score -5769152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5769150.500000 Penalty: 5278.202148
	Iteration 70Q: 3 clusters Score -5769150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5769146.500000 Penalty: 5278.202148
	Iteration 71Q: 3 clusters Score -5769146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -5769138.000000 Penalty: 5278.202148
	Iteration 72Q: 3 clusters Score -5769138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5769138.500000 Penalty: 5278.202148
	Iteration 73Q: 3 clusters Score -5769138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5769141.000000 Penalty: 5278.202148
	Iteration 74Q: 3 clusters Score -5769141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -5769137.000000 Penalty: 5278.202148
	Iteration 75Q: 3 clusters Score -5769137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5769143.000000 Penalty: 5278.202148
	Iteration 76Q: 3 clusters Score -5769143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5769152.000000 Penalty: 5278.202148
	Iteration 77Q: 3 clusters Score -5769152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5769160.000000 Penalty: 5278.202148
	Iteration 78Q: 3 clusters Score -5769160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5769159.500000 Penalty: 5278.202148
	Iteration 79Q: 3 clusters Score -5769160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -5769164.000000 Penalty: 5278.202148
	Iteration 80F: 3 clusters Score -5769164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5769170.000000 Penalty: 5278.202148
	Iteration 81Q: 3 clusters Score -5769170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5769171.500000 Penalty: 5278.202148
	Iteration 82Q: 3 clusters Score -5769172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5769166.000000 Penalty: 5278.202148
	Iteration 83Q: 3 clusters Score -5769166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5769172.000000 Penalty: 5278.202148
	Iteration 84Q: 3 clusters Score -5769172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5769179.500000 Penalty: 5278.202148
	Iteration 85Q: 3 clusters Score -5769180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -5769176.000000 Penalty: 5278.202148
	Iteration 86Q: 3 clusters Score -5769176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5769177.500000 Penalty: 5278.202148
	Iteration 87Q: 3 clusters Score -5769178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5769173.500000 Penalty: 5278.202148
	Iteration 88Q: 3 clusters Score -5769174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5769170.500000 Penalty: 5278.202148
	Iteration 89Q: 3 clusters Score -5769170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5769172.000000 Penalty: 5278.202148
	Iteration 90Q: 3 clusters Score -5769172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5769172.000000 Penalty: 5278.202148
	Iteration 91F: 3 clusters Score -5769172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (240290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240290 members 
Entering Unmasked Estep 
Score: -35721720.000000 Penalty: 3072.621338
	Iteration 0F: 2 clusters Score -3.572172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120104 members 
Mstep: Class 2 contains 120186 members 
Entering Unmasked Estep 
Score: -35597976.000000 Penalty: 6145.242676
	Iteration 0F: 3 clusters Score -3.559798e+07 nChanged 115618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -35666164.000000 Penalty: 6145.242676
	Iteration 1F: 3 clusters Score -3.566616e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119591 members 
Mstep: Class 2 contains 120699 members 
Entering Unmasked Estep 
Score: -35668576.000000 Penalty: 6145.242676
	Iteration 2Q: 3 clusters Score -3.566858e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 121824 members 
Entering Unmasked Estep 
Score: -35672068.000000 Penalty: 6145.242676
	Iteration 3Q: 3 clusters Score -3.567207e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 123464 members 
Entering Unmasked Estep 
Score: -35676640.000000 Penalty: 6145.242676
	Iteration 4Q: 3 clusters Score -3.567664e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 125639 members 
Entering Unmasked Estep 
Score: -35682580.000000 Penalty: 6145.242676
	Iteration 5F: 3 clusters Score -3.568258e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -35689892.000000 Penalty: 6145.242676
	Iteration 6F: 3 clusters Score -3.568989e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 129918 members 
Entering Unmasked Estep 
Score: -35697932.000000 Penalty: 6145.242676
	Iteration 7F: 3 clusters Score -3.569793e+07 nChanged 14947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -35706568.000000 Penalty: 6145.242676
	Iteration 8F: 3 clusters Score -3.570657e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 130314 members 
Entering Unmasked Estep 
Score: -35712280.000000 Penalty: 6145.242676
	Iteration 9F: 3 clusters Score -3.571228e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 129169 members 
Entering Unmasked Estep 
Score: -35715996.000000 Penalty: 6145.242676
	Iteration 10Q: 3 clusters Score -3.5716e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 127950 members 
Entering Unmasked Estep 
Score: -35717900.000000 Penalty: 6145.242676
	Iteration 11Q: 3 clusters Score -3.57179e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113619 members 
Mstep: Class 2 contains 126671 members 
Entering Unmasked Estep 
Score: -35718328.000000 Penalty: 6145.242676
	Iteration 12Q: 3 clusters Score -3.571833e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 125192 members 
Entering Unmasked Estep 
Score: -35718808.000000 Penalty: 6145.242676
	Iteration 13Q: 3 clusters Score -3.571881e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116724 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -35719312.000000 Penalty: 6145.242676
	Iteration 14Q: 3 clusters Score -3.571931e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 121738 members 
Entering Unmasked Estep 
Score: -35719648.000000 Penalty: 6145.242676
	Iteration 15Q: 3 clusters Score -3.571965e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -35720020.000000 Penalty: 6145.242676
	Iteration 16Q: 3 clusters Score -3.572002e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122221 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -35720312.000000 Penalty: 6145.242676
	Iteration 17Q: 3 clusters Score -3.572031e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -35720756.000000 Penalty: 6145.242676
	Iteration 18Q: 3 clusters Score -3.572076e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 114118 members 
Entering Unmasked Estep 
Score: -35720956.000000 Penalty: 6145.242676
	Iteration 19Q: 3 clusters Score -3.572096e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128085 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -35721312.000000 Penalty: 6145.242676
	Iteration 20F: 3 clusters Score -3.572131e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -35721668.000000 Penalty: 6145.242676
	Iteration 21Q: 3 clusters Score -3.572167e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -35721868.000000 Penalty: 6145.242676
	Iteration 22Q: 3 clusters Score -3.572187e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133798 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -35722192.000000 Penalty: 6145.242676
	Iteration 23Q: 3 clusters Score -3.572219e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -35721808.000000 Penalty: 6145.242676
	Iteration 24Q: 3 clusters Score -3.572181e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 102213 members 
Entering Unmasked Estep 
Score: -35721608.000000 Penalty: 6145.242676
	Iteration 25Q: 3 clusters Score -3.572161e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -35721572.000000 Penalty: 6145.242676
	Iteration 26Q: 3 clusters Score -3.572157e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -35721304.000000 Penalty: 6145.242676
	Iteration 27Q: 3 clusters Score -3.57213e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -35721228.000000 Penalty: 6145.242676
	Iteration 28Q: 3 clusters Score -3.572123e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145977 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -35720884.000000 Penalty: 6145.242676
	Iteration 29Q: 3 clusters Score -3.572088e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -35720716.000000 Penalty: 6145.242676
	Iteration 30Q: 3 clusters Score -3.572072e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -35720412.000000 Penalty: 6145.242676
	Iteration 31Q: 3 clusters Score -3.572041e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
Score: -35720156.000000 Penalty: 6145.242676
	Iteration 32Q: 3 clusters Score -3.572016e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -35719844.000000 Penalty: 6145.242676
	Iteration 33Q: 3 clusters Score -3.571984e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149552 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -35719516.000000 Penalty: 6145.242676
	Iteration 34Q: 3 clusters Score -3.571952e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -35719204.000000 Penalty: 6145.242676
	Iteration 35Q: 3 clusters Score -3.57192e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148858 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -35719088.000000 Penalty: 6145.242676
	Iteration 36Q: 3 clusters Score -3.571909e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -35718728.000000 Penalty: 6145.242676
	Iteration 37Q: 3 clusters Score -3.571873e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147110 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -35718468.000000 Penalty: 6145.242676
	Iteration 38Q: 3 clusters Score -3.571847e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -35718260.000000 Penalty: 6145.242676
	Iteration 39Q: 3 clusters Score -3.571826e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144748 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -35718508.000000 Penalty: 6145.242676
	Iteration 40F: 3 clusters Score -3.571851e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -35718552.000000 Penalty: 6145.242676
	Iteration 41Q: 3 clusters Score -3.571855e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142365 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -35718796.000000 Penalty: 6145.242676
	Iteration 42Q: 3 clusters Score -3.57188e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141077 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -35718944.000000 Penalty: 6145.242676
	Iteration 43Q: 3 clusters Score -3.571894e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139829 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -35719064.000000 Penalty: 6145.242676
	Iteration 44Q: 3 clusters Score -3.571906e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -35719132.000000 Penalty: 6145.242676
	Iteration 45Q: 3 clusters Score -3.571913e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 102975 members 
Entering Unmasked Estep 
Score: -35719172.000000 Penalty: 6145.242676
	Iteration 46Q: 3 clusters Score -3.571917e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -35719308.000000 Penalty: 6145.242676
	Iteration 47Q: 3 clusters Score -3.571931e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -35719276.000000 Penalty: 6145.242676
	Iteration 48Q: 3 clusters Score -3.571928e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -35719396.000000 Penalty: 6145.242676
	Iteration 49Q: 3 clusters Score -3.57194e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132696 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -35719572.000000 Penalty: 6145.242676
	Iteration 50Q: 3 clusters Score -3.571957e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131661 members 
Mstep: Class 2 contains 108629 members 
Entering Unmasked Estep 
Score: -35719636.000000 Penalty: 6145.242676
	Iteration 51Q: 3 clusters Score -3.571964e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -35719768.000000 Penalty: 6145.242676
	Iteration 52Q: 3 clusters Score -3.571977e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129887 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -35719780.000000 Penalty: 6145.242676
	Iteration 53Q: 3 clusters Score -3.571978e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129057 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -35719792.000000 Penalty: 6145.242676
	Iteration 54Q: 3 clusters Score -3.571979e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -35719888.000000 Penalty: 6145.242676
	Iteration 55Q: 3 clusters Score -3.571989e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 112789 members 
Entering Unmasked Estep 
Score: -35720132.000000 Penalty: 6145.242676
	Iteration 56Q: 3 clusters Score -3.572013e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -35720348.000000 Penalty: 6145.242676
	Iteration 57Q: 3 clusters Score -3.572035e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -35720540.000000 Penalty: 6145.242676
	Iteration 58Q: 3 clusters Score -3.572054e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -35720908.000000 Penalty: 6145.242676
	Iteration 59Q: 3 clusters Score -3.572091e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123747 members 
Mstep: Class 2 contains 116543 members 
Entering Unmasked Estep 
Score: -35721132.000000 Penalty: 6145.242676
	Iteration 60F: 3 clusters Score -3.572113e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -35721120.000000 Penalty: 6145.242676
	Iteration 61Q: 3 clusters Score -3.572112e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121323 members 
Mstep: Class 2 contains 118967 members 
Entering Unmasked Estep 
Score: -35721424.000000 Penalty: 6145.242676
	Iteration 62Q: 3 clusters Score -3.572142e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 120307 members 
Entering Unmasked Estep 
Score: -35721664.000000 Penalty: 6145.242676
	Iteration 63Q: 3 clusters Score -3.572166e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118584 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -35721944.000000 Penalty: 6145.242676
	Iteration 64Q: 3 clusters Score -3.572194e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117060 members 
Mstep: Class 2 contains 123230 members 
Entering Unmasked Estep 
Score: -35721984.000000 Penalty: 6145.242676
	Iteration 65Q: 3 clusters Score -3.572198e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 124814 members 
Entering Unmasked Estep 
Score: -35722140.000000 Penalty: 6145.242676
	Iteration 66Q: 3 clusters Score -3.572214e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 126427 members 
Entering Unmasked Estep 
Score: -35722332.000000 Penalty: 6145.242676
	Iteration 67Q: 3 clusters Score -3.572233e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -35722340.000000 Penalty: 6145.242676
	Iteration 68Q: 3 clusters Score -3.572234e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 129656 members 
Entering Unmasked Estep 
Score: -35722368.000000 Penalty: 6145.242676
	Iteration 69Q: 3 clusters Score -3.572237e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109085 members 
Mstep: Class 2 contains 131205 members 
Entering Unmasked Estep 
Score: -35722228.000000 Penalty: 6145.242676
	Iteration 70Q: 3 clusters Score -3.572223e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 132853 members 
Entering Unmasked Estep 
Score: -35722160.000000 Penalty: 6145.242676
	Iteration 71Q: 3 clusters Score -3.572216e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -35722212.000000 Penalty: 6145.242676
	Iteration 72Q: 3 clusters Score -3.572221e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 136198 members 
Entering Unmasked Estep 
Score: -35722188.000000 Penalty: 6145.242676
	Iteration 73Q: 3 clusters Score -3.572219e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -35722020.000000 Penalty: 6145.242676
	Iteration 74Q: 3 clusters Score -3.572202e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 139486 members 
Entering Unmasked Estep 
Score: -35721656.000000 Penalty: 6145.242676
	Iteration 75Q: 3 clusters Score -3.572166e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99353 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -35721672.000000 Penalty: 6145.242676
	Iteration 76Q: 3 clusters Score -3.572167e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 142189 members 
Entering Unmasked Estep 
Score: -35721440.000000 Penalty: 6145.242676
	Iteration 77Q: 3 clusters Score -3.572144e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 143127 members 
Entering Unmasked Estep 
Score: -35721220.000000 Penalty: 6145.242676
	Iteration 78Q: 3 clusters Score -3.572122e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 143785 members 
Entering Unmasked Estep 
Score: -35720936.000000 Penalty: 6145.242676
	Iteration 79Q: 3 clusters Score -3.572094e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 144118 members 
Entering Unmasked Estep 
Score: -35721044.000000 Penalty: 6145.242676
	Iteration 80F: 3 clusters Score -3.572104e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -35720832.000000 Penalty: 6145.242676
	Iteration 81Q: 3 clusters Score -3.572083e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 144572 members 
Entering Unmasked Estep 
Score: -35720644.000000 Penalty: 6145.242676
	Iteration 82Q: 3 clusters Score -3.572064e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 144229 members 
Entering Unmasked Estep 
Score: -35720420.000000 Penalty: 6145.242676
	Iteration 83Q: 3 clusters Score -3.572042e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 143653 members 
Entering Unmasked Estep 
Score: -35720368.000000 Penalty: 6145.242676
	Iteration 84Q: 3 clusters Score -3.572037e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 142798 members 
Entering Unmasked Estep 
Score: -35720452.000000 Penalty: 6145.242676
	Iteration 85Q: 3 clusters Score -3.572045e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -35720548.000000 Penalty: 6145.242676
	Iteration 86Q: 3 clusters Score -3.572055e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 140612 members 
Entering Unmasked Estep 
Score: -35720656.000000 Penalty: 6145.242676
	Iteration 87Q: 3 clusters Score -3.572066e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 139420 members 
Entering Unmasked Estep 
Score: -35720824.000000 Penalty: 6145.242676
	Iteration 88Q: 3 clusters Score -3.572082e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 138220 members 
Entering Unmasked Estep 
Score: -35720736.000000 Penalty: 6145.242676
	Iteration 89Q: 3 clusters Score -3.572074e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 136930 members 
Entering Unmasked Estep 
Score: -35720788.000000 Penalty: 6145.242676
	Iteration 90Q: 3 clusters Score -3.572079e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
Score: -35720820.000000 Penalty: 6145.242676
	Iteration 91Q: 3 clusters Score -3.572082e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -35720796.000000 Penalty: 6145.242676
	Iteration 92Q: 3 clusters Score -3.57208e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 133136 members 
Entering Unmasked Estep 
Score: -35720892.000000 Penalty: 6145.242676
	Iteration 93Q: 3 clusters Score -3.572089e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 132051 members 
Entering Unmasked Estep 
Score: -35720996.000000 Penalty: 6145.242676
	Iteration 94Q: 3 clusters Score -3.5721e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -35721020.000000 Penalty: 6145.242676
	Iteration 95Q: 3 clusters Score -3.572102e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 130088 members 
Entering Unmasked Estep 
Score: -35721228.000000 Penalty: 6145.242676
	Iteration 96Q: 3 clusters Score -3.572123e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 129250 members 
Entering Unmasked Estep 
Score: -35721292.000000 Penalty: 6145.242676
	Iteration 97Q: 3 clusters Score -3.572129e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111871 members 
Mstep: Class 2 contains 128419 members 
Entering Unmasked Estep 
Score: -35721456.000000 Penalty: 6145.242676
	Iteration 98Q: 3 clusters Score -3.572146e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 127544 members 
Entering Unmasked Estep 
Score: -35721576.000000 Penalty: 6145.242676
	Iteration 99Q: 3 clusters Score -3.572158e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 126697 members 
Entering Unmasked Estep 
Score: -35721696.000000 Penalty: 6145.242676
	Iteration 100F: 3 clusters Score -3.57217e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 125860 members 
Entering Unmasked Estep 
Score: -35721744.000000 Penalty: 6145.242676
	Iteration 101Q: 3 clusters Score -3.572174e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 124954 members 
Entering Unmasked Estep 
Score: -35721872.000000 Penalty: 6145.242676
	Iteration 102Q: 3 clusters Score -3.572187e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116277 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -35722064.000000 Penalty: 6145.242676
	Iteration 103Q: 3 clusters Score -3.572206e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 122982 members 
Entering Unmasked Estep 
Score: -35722204.000000 Penalty: 6145.242676
	Iteration 104Q: 3 clusters Score -3.57222e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118403 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -35722412.000000 Penalty: 6145.242676
	Iteration 105Q: 3 clusters Score -3.572241e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119608 members 
Mstep: Class 2 contains 120682 members 
Entering Unmasked Estep 
Score: -35722628.000000 Penalty: 6145.242676
	Iteration 106Q: 3 clusters Score -3.572263e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 119462 members 
Entering Unmasked Estep 
Score: -35722668.000000 Penalty: 6145.242676
	Iteration 107Q: 3 clusters Score -3.572267e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 118282 members 
Entering Unmasked Estep 
Score: -35722668.000000 Penalty: 6145.242676
	Iteration 108Q: 3 clusters Score -3.572267e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 117099 members 
Entering Unmasked Estep 
Score: -35722820.000000 Penalty: 6145.242676
	Iteration 109Q: 3 clusters Score -3.572282e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124257 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -35722840.000000 Penalty: 6145.242676
	Iteration 110Q: 3 clusters Score -3.572284e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125325 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -35723064.000000 Penalty: 6145.242676
	Iteration 111Q: 3 clusters Score -3.572306e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126322 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -35723036.000000 Penalty: 6145.242676
	Iteration 112Q: 3 clusters Score -3.572304e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -35723092.000000 Penalty: 6145.242676
	Iteration 113Q: 3 clusters Score -3.572309e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128077 members 
Mstep: Class 2 contains 112213 members 
Entering Unmasked Estep 
Score: -35723036.000000 Penalty: 6145.242676
	Iteration 114Q: 3 clusters Score -3.572304e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128843 members 
Mstep: Class 2 contains 111447 members 
Entering Unmasked Estep 
Score: -35723152.000000 Penalty: 6145.242676
	Iteration 115Q: 3 clusters Score -3.572315e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -35723220.000000 Penalty: 6145.242676
	Iteration 116Q: 3 clusters Score -3.572322e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130288 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -35723288.000000 Penalty: 6145.242676
	Iteration 117Q: 3 clusters Score -3.572329e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130967 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -35723404.000000 Penalty: 6145.242676
	Iteration 118Q: 3 clusters Score -3.57234e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131668 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -35723204.000000 Penalty: 6145.242676
	Iteration 119Q: 3 clusters Score -3.57232e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132319 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -35723232.000000 Penalty: 6145.242676
	Iteration 120F: 3 clusters Score -3.572323e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132944 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -35723120.000000 Penalty: 6145.242676
	Iteration 121Q: 3 clusters Score -3.572312e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133522 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -35722864.000000 Penalty: 6145.242676
	Iteration 122Q: 3 clusters Score -3.572286e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133928 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -35722788.000000 Penalty: 6145.242676
	Iteration 123Q: 3 clusters Score -3.572279e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134142 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -35722608.000000 Penalty: 6145.242676
	Iteration 124Q: 3 clusters Score -3.572261e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134244 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -35722592.000000 Penalty: 6145.242676
	Iteration 125Q: 3 clusters Score -3.572259e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -35722452.000000 Penalty: 6145.242676
	Iteration 126Q: 3 clusters Score -3.572245e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134046 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -35722252.000000 Penalty: 6145.242676
	Iteration 127Q: 3 clusters Score -3.572225e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133744 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -35722136.000000 Penalty: 6145.242676
	Iteration 128Q: 3 clusters Score -3.572214e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133266 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -35722004.000000 Penalty: 6145.242676
	Iteration 129Q: 3 clusters Score -3.5722e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -35721880.000000 Penalty: 6145.242676
	Iteration 130Q: 3 clusters Score -3.572188e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132138 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -35721932.000000 Penalty: 6145.242676
	Iteration 131Q: 3 clusters Score -3.572193e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -35721704.000000 Penalty: 6145.242676
	Iteration 132Q: 3 clusters Score -3.57217e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130776 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -35721812.000000 Penalty: 6145.242676
	Iteration 133Q: 3 clusters Score -3.572181e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129983 members 
Mstep: Class 2 contains 110307 members 
Entering Unmasked Estep 
Score: -35721944.000000 Penalty: 6145.242676
	Iteration 134Q: 3 clusters Score -3.572194e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129180 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -35722000.000000 Penalty: 6145.242676
	Iteration 135Q: 3 clusters Score -3.5722e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 111927 members 
Entering Unmasked Estep 
Score: -35721944.000000 Penalty: 6145.242676
	Iteration 136Q: 3 clusters Score -3.572194e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -35721972.000000 Penalty: 6145.242676
	Iteration 137Q: 3 clusters Score -3.572197e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126433 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -35722148.000000 Penalty: 6145.242676
	Iteration 138Q: 3 clusters Score -3.572215e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125348 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -35722452.000000 Penalty: 6145.242676
	Iteration 139Q: 3 clusters Score -3.572245e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124203 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -35722700.000000 Penalty: 6145.242676
	Iteration 140F: 3 clusters Score -3.57227e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122906 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -35722740.000000 Penalty: 6145.242676
	Iteration 141Q: 3 clusters Score -3.572274e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121500 members 
Mstep: Class 2 contains 118790 members 
Entering Unmasked Estep 
Score: -35722916.000000 Penalty: 6145.242676
	Iteration 142Q: 3 clusters Score -3.572292e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 120272 members 
Entering Unmasked Estep 
Score: -35723188.000000 Penalty: 6145.242676
	Iteration 143Q: 3 clusters Score -3.572319e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118425 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -35723376.000000 Penalty: 6145.242676
	Iteration 144Q: 3 clusters Score -3.572338e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 123490 members 
Entering Unmasked Estep 
Score: -35723544.000000 Penalty: 6145.242676
	Iteration 145Q: 3 clusters Score -3.572354e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -35723696.000000 Penalty: 6145.242676
	Iteration 146Q: 3 clusters Score -3.57237e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113559 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -35723696.000000 Penalty: 6145.242676
	Iteration 147Q: 3 clusters Score -3.57237e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111974 members 
Mstep: Class 2 contains 128316 members 
Entering Unmasked Estep 
Score: -35723692.000000 Penalty: 6145.242676
	Iteration 148Q: 3 clusters Score -3.572369e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 129945 members 
Entering Unmasked Estep 
Score: -35723692.000000 Penalty: 6145.242676
	Iteration 149Q: 3 clusters Score -3.572369e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -35723688.000000 Penalty: 6145.242676
	Iteration 150Q: 3 clusters Score -3.572369e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 133443 members 
Entering Unmasked Estep 
Score: -35723604.000000 Penalty: 6145.242676
	Iteration 151Q: 3 clusters Score -3.57236e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -35723528.000000 Penalty: 6145.242676
	Iteration 152Q: 3 clusters Score -3.572353e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 137104 members 
Entering Unmasked Estep 
Score: -35723448.000000 Penalty: 6145.242676
	Iteration 153Q: 3 clusters Score -3.572345e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 138802 members 
Entering Unmasked Estep 
Score: -35723192.000000 Penalty: 6145.242676
	Iteration 154Q: 3 clusters Score -3.572319e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 140320 members 
Entering Unmasked Estep 
Score: -35722944.000000 Penalty: 6145.242676
	Iteration 155Q: 3 clusters Score -3.572294e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -35722704.000000 Penalty: 6145.242676
	Iteration 156Q: 3 clusters Score -3.57227e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 142631 members 
Entering Unmasked Estep 
Score: -35722712.000000 Penalty: 6145.242676
	Iteration 157Q: 3 clusters Score -3.572271e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 143325 members 
Entering Unmasked Estep 
Score: -35722576.000000 Penalty: 6145.242676
	Iteration 158Q: 3 clusters Score -3.572258e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -35722244.000000 Penalty: 6145.242676
	Iteration 159Q: 3 clusters Score -3.572224e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 143745 members 
Entering Unmasked Estep 
Score: -35722320.000000 Penalty: 6145.242676
	Iteration 160F: 3 clusters Score -3.572232e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -35722228.000000 Penalty: 6145.242676
	Iteration 161Q: 3 clusters Score -3.572223e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -35721824.000000 Penalty: 6145.242676
	Iteration 162Q: 3 clusters Score -3.572182e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 143204 members 
Entering Unmasked Estep 
Score: -35721628.000000 Penalty: 6145.242676
	Iteration 163Q: 3 clusters Score -3.572163e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 142622 members 
Entering Unmasked Estep 
Score: -35721440.000000 Penalty: 6145.242676
	Iteration 164Q: 3 clusters Score -3.572144e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 141843 members 
Entering Unmasked Estep 
Score: -35721484.000000 Penalty: 6145.242676
	Iteration 165Q: 3 clusters Score -3.572148e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -35721488.000000 Penalty: 6145.242676
	Iteration 166Q: 3 clusters Score -3.572149e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 140090 members 
Entering Unmasked Estep 
Score: -35721492.000000 Penalty: 6145.242676
	Iteration 167Q: 3 clusters Score -3.572149e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 139116 members 
Entering Unmasked Estep 
Score: -35721556.000000 Penalty: 6145.242676
	Iteration 168Q: 3 clusters Score -3.572156e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 138133 members 
Entering Unmasked Estep 
Score: -35721412.000000 Penalty: 6145.242676
	Iteration 169Q: 3 clusters Score -3.572141e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103178 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -35721380.000000 Penalty: 6145.242676
	Iteration 170Q: 3 clusters Score -3.572138e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 136056 members 
Entering Unmasked Estep 
Score: -35721328.000000 Penalty: 6145.242676
	Iteration 171Q: 3 clusters Score -3.572133e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 135041 members 
Entering Unmasked Estep 
Score: -35721460.000000 Penalty: 6145.242676
	Iteration 172Q: 3 clusters Score -3.572146e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 134047 members 
Entering Unmasked Estep 
Score: -35721588.000000 Penalty: 6145.242676
	Iteration 173Q: 3 clusters Score -3.572159e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 133108 members 
Entering Unmasked Estep 
Score: -35721588.000000 Penalty: 6145.242676
	Iteration 174Q: 3 clusters Score -3.572159e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -35721688.000000 Penalty: 6145.242676
	Iteration 175Q: 3 clusters Score -3.572169e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 131449 members 
Entering Unmasked Estep 
Score: -35721784.000000 Penalty: 6145.242676
	Iteration 176Q: 3 clusters Score -3.572178e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 130708 members 
Entering Unmasked Estep 
Score: -35721908.000000 Penalty: 6145.242676
	Iteration 177Q: 3 clusters Score -3.572191e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 130000 members 
Entering Unmasked Estep 
Score: -35721984.000000 Penalty: 6145.242676
	Iteration 178Q: 3 clusters Score -3.572198e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 129278 members 
Entering Unmasked Estep 
Score: -35722076.000000 Penalty: 6145.242676
	Iteration 179Q: 3 clusters Score -3.572208e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 128575 members 
Entering Unmasked Estep 
Score: -35722244.000000 Penalty: 6145.242676
	Iteration 180F: 3 clusters Score -3.572224e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112421 members 
Mstep: Class 2 contains 127869 members 
Entering Unmasked Estep 
Score: -35722284.000000 Penalty: 6145.242676
	Iteration 181Q: 3 clusters Score -3.572228e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -35722344.000000 Penalty: 6145.242676
	Iteration 182Q: 3 clusters Score -3.572234e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -35722564.000000 Penalty: 6145.242676
	Iteration 183Q: 3 clusters Score -3.572256e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 125445 members 
Entering Unmasked Estep 
Score: -35722628.000000 Penalty: 6145.242676
	Iteration 184Q: 3 clusters Score -3.572263e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115769 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -35722632.000000 Penalty: 6145.242676
	Iteration 185Q: 3 clusters Score -3.572263e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -35722704.000000 Penalty: 6145.242676
	Iteration 186Q: 3 clusters Score -3.57227e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117734 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -35722912.000000 Penalty: 6145.242676
	Iteration 187Q: 3 clusters Score -3.572291e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 121549 members 
Entering Unmasked Estep 
Score: -35723176.000000 Penalty: 6145.242676
	Iteration 188Q: 3 clusters Score -3.572318e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119757 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -35723404.000000 Penalty: 6145.242676
	Iteration 189Q: 3 clusters Score -3.57234e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 119535 members 
Entering Unmasked Estep 
Score: -35723484.000000 Penalty: 6145.242676
	Iteration 190Q: 3 clusters Score -3.572348e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121675 members 
Mstep: Class 2 contains 118615 members 
Entering Unmasked Estep 
Score: -35723564.000000 Penalty: 6145.242676
	Iteration 191Q: 3 clusters Score -3.572356e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -35723632.000000 Penalty: 6145.242676
	Iteration 192Q: 3 clusters Score -3.572363e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123362 members 
Mstep: Class 2 contains 116928 members 
Entering Unmasked Estep 
Score: -35723836.000000 Penalty: 6145.242676
	Iteration 193Q: 3 clusters Score -3.572384e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124156 members 
Mstep: Class 2 contains 116134 members 
Entering Unmasked Estep 
Score: -35724084.000000 Penalty: 6145.242676
	Iteration 194Q: 3 clusters Score -3.572408e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124899 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -35724196.000000 Penalty: 6145.242676
	Iteration 195Q: 3 clusters Score -3.57242e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -35724180.000000 Penalty: 6145.242676
	Iteration 196Q: 3 clusters Score -3.572418e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 114061 members 
Entering Unmasked Estep 
Score: -35724108.000000 Penalty: 6145.242676
	Iteration 197Q: 3 clusters Score -3.572411e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -35724156.000000 Penalty: 6145.242676
	Iteration 198Q: 3 clusters Score -3.572416e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -35724188.000000 Penalty: 6145.242676
	Iteration 199Q: 3 clusters Score -3.572419e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 112815 members 
Entering Unmasked Estep 
Score: -35724284.000000 Penalty: 6145.242676
	Iteration 200F: 3 clusters Score -3.572428e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127795 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -35724332.000000 Penalty: 6145.242676
	Iteration 201Q: 3 clusters Score -3.572433e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -35724340.000000 Penalty: 6145.242676
	Iteration 202Q: 3 clusters Score -3.572434e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128415 members 
Mstep: Class 2 contains 111875 members 
Entering Unmasked Estep 
Score: -35724324.000000 Penalty: 6145.242676
	Iteration 203Q: 3 clusters Score -3.572432e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128609 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -35724344.000000 Penalty: 6145.242676
	Iteration 204Q: 3 clusters Score -3.572434e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128766 members 
Mstep: Class 2 contains 111524 members 
Entering Unmasked Estep 
Score: -35724420.000000 Penalty: 6145.242676
	Iteration 205Q: 3 clusters Score -3.572442e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128858 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -35724368.000000 Penalty: 6145.242676
	Iteration 206Q: 3 clusters Score -3.572437e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -35724268.000000 Penalty: 6145.242676
	Iteration 207Q: 3 clusters Score -3.572427e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129102 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -35724112.000000 Penalty: 6145.242676
	Iteration 208Q: 3 clusters Score -3.572411e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129189 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -35724076.000000 Penalty: 6145.242676
	Iteration 209Q: 3 clusters Score -3.572408e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 111115 members 
Entering Unmasked Estep 
Score: -35723932.000000 Penalty: 6145.242676
	Iteration 210Q: 3 clusters Score -3.572393e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 111136 members 
Entering Unmasked Estep 
Score: -35723784.000000 Penalty: 6145.242676
	Iteration 211Q: 3 clusters Score -3.572378e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -35723692.000000 Penalty: 6145.242676
	Iteration 212Q: 3 clusters Score -3.572369e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129012 members 
Mstep: Class 2 contains 111278 members 
Entering Unmasked Estep 
Score: -35723528.000000 Penalty: 6145.242676
	Iteration 213Q: 3 clusters Score -3.572353e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -35723536.000000 Penalty: 6145.242676
	Iteration 214Q: 3 clusters Score -3.572354e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128732 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -35723484.000000 Penalty: 6145.242676
	Iteration 215Q: 3 clusters Score -3.572348e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -35723452.000000 Penalty: 6145.242676
	Iteration 216Q: 3 clusters Score -3.572345e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128321 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -35723344.000000 Penalty: 6145.242676
	Iteration 217Q: 3 clusters Score -3.572334e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128002 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -35723276.000000 Penalty: 6145.242676
	Iteration 218Q: 3 clusters Score -3.572328e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127715 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
Score: -35723320.000000 Penalty: 6145.242676
	Iteration 219Q: 3 clusters Score -3.572332e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -35723276.000000 Penalty: 6145.242676
	Iteration 220F: 3 clusters Score -3.572328e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127023 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -35723208.000000 Penalty: 6145.242676
	Iteration 221Q: 3 clusters Score -3.572321e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126533 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -35723276.000000 Penalty: 6145.242676
	Iteration 222Q: 3 clusters Score -3.572328e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125967 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -35723388.000000 Penalty: 6145.242676
	Iteration 223Q: 3 clusters Score -3.572339e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125335 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -35723420.000000 Penalty: 6145.242676
	Iteration 224Q: 3 clusters Score -3.572342e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 115666 members 
Entering Unmasked Estep 
Score: -35723472.000000 Penalty: 6145.242676
	Iteration 225Q: 3 clusters Score -3.572347e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -35723484.000000 Penalty: 6145.242676
	Iteration 226Q: 3 clusters Score -3.572348e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122994 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -35723576.000000 Penalty: 6145.242676
	Iteration 227Q: 3 clusters Score -3.572358e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -35723668.000000 Penalty: 6145.242676
	Iteration 228Q: 3 clusters Score -3.572367e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -35723764.000000 Penalty: 6145.242676
	Iteration 229Q: 3 clusters Score -3.572376e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120101 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -35723804.000000 Penalty: 6145.242676
	Iteration 230Q: 3 clusters Score -3.57238e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -35724012.000000 Penalty: 6145.242676
	Iteration 231Q: 3 clusters Score -3.572401e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -35724136.000000 Penalty: 6145.242676
	Iteration 232Q: 3 clusters Score -3.572414e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 123564 members 
Entering Unmasked Estep 
Score: -35724244.000000 Penalty: 6145.242676
	Iteration 233Q: 3 clusters Score -3.572424e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -35724380.000000 Penalty: 6145.242676
	Iteration 234Q: 3 clusters Score -3.572438e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 125937 members 
Entering Unmasked Estep 
Score: -35724336.000000 Penalty: 6145.242676
	Iteration 235Q: 3 clusters Score -3.572434e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113196 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -35724256.000000 Penalty: 6145.242676
	Iteration 236Q: 3 clusters Score -3.572426e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 128195 members 
Entering Unmasked Estep 
Score: -35724272.000000 Penalty: 6145.242676
	Iteration 237Q: 3 clusters Score -3.572427e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 129250 members 
Entering Unmasked Estep 
Score: -35724296.000000 Penalty: 6145.242676
	Iteration 238Q: 3 clusters Score -3.57243e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 130323 members 
Entering Unmasked Estep 
Score: -35724176.000000 Penalty: 6145.242676
	Iteration 239Q: 3 clusters Score -3.572418e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -35724124.000000 Penalty: 6145.242676
	Iteration 240F: 3 clusters Score -3.572412e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 132257 members 
Entering Unmasked Estep 
Score: -35723960.000000 Penalty: 6145.242676
	Iteration 241Q: 3 clusters Score -3.572396e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 133070 members 
Entering Unmasked Estep 
Score: -35723832.000000 Penalty: 6145.242676
	Iteration 242Q: 3 clusters Score -3.572383e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -35723916.000000 Penalty: 6145.242676
	Iteration 243Q: 3 clusters Score -3.572392e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -35723960.000000 Penalty: 6145.242676
	Iteration 244Q: 3 clusters Score -3.572396e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 135012 members 
Entering Unmasked Estep 
Score: -35723812.000000 Penalty: 6145.242676
	Iteration 245Q: 3 clusters Score -3.572381e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -35723624.000000 Penalty: 6145.242676
	Iteration 246Q: 3 clusters Score -3.572362e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 135637 members 
Entering Unmasked Estep 
Score: -35723584.000000 Penalty: 6145.242676
	Iteration 247Q: 3 clusters Score -3.572358e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -35723688.000000 Penalty: 6145.242676
	Iteration 248Q: 3 clusters Score -3.572369e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 135596 members 
Entering Unmasked Estep 
Score: -35723652.000000 Penalty: 6145.242676
	Iteration 249Q: 3 clusters Score -3.572365e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 135388 members 
Entering Unmasked Estep 
Score: -35723540.000000 Penalty: 6145.242676
	Iteration 250Q: 3 clusters Score -3.572354e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 135058 members 
Entering Unmasked Estep 
Score: -35723340.000000 Penalty: 6145.242676
	Iteration 251Q: 3 clusters Score -3.572334e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 134701 members 
Entering Unmasked Estep 
Score: -35723280.000000 Penalty: 6145.242676
	Iteration 252Q: 3 clusters Score -3.572328e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -35723104.000000 Penalty: 6145.242676
	Iteration 253Q: 3 clusters Score -3.57231e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 133807 members 
Entering Unmasked Estep 
Score: -35722988.000000 Penalty: 6145.242676
	Iteration 254Q: 3 clusters Score -3.572299e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 133276 members 
Entering Unmasked Estep 
Score: -35722964.000000 Penalty: 6145.242676
	Iteration 255Q: 3 clusters Score -3.572296e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107620 members 
Mstep: Class 2 contains 132670 members 
Entering Unmasked Estep 
Score: -35722872.000000 Penalty: 6145.242676
	Iteration 256Q: 3 clusters Score -3.572287e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108242 members 
Mstep: Class 2 contains 132048 members 
Entering Unmasked Estep 
Score: -35722892.000000 Penalty: 6145.242676
	Iteration 257Q: 3 clusters Score -3.572289e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 131428 members 
Entering Unmasked Estep 
Score: -35722804.000000 Penalty: 6145.242676
	Iteration 258Q: 3 clusters Score -3.57228e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -35722856.000000 Penalty: 6145.242676
	Iteration 259Q: 3 clusters Score -3.572286e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110217 members 
Mstep: Class 2 contains 130073 members 
Entering Unmasked Estep 
Score: -35722948.000000 Penalty: 6145.242676
	Iteration 260F: 3 clusters Score -3.572295e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -35722916.000000 Penalty: 6145.242676
	Iteration 261Q: 3 clusters Score -3.572292e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 128733 members 
Entering Unmasked Estep 
Score: -35722976.000000 Penalty: 6145.242676
	Iteration 262Q: 3 clusters Score -3.572298e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -35723192.000000 Penalty: 6145.242676
	Iteration 263Q: 3 clusters Score -3.572319e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112868 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -35723268.000000 Penalty: 6145.242676
	Iteration 264Q: 3 clusters Score -3.572327e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -35723228.000000 Penalty: 6145.242676
	Iteration 265Q: 3 clusters Score -3.572323e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -35723324.000000 Penalty: 6145.242676
	Iteration 266Q: 3 clusters Score -3.572332e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 125177 members 
Entering Unmasked Estep 
Score: -35723544.000000 Penalty: 6145.242676
	Iteration 267Q: 3 clusters Score -3.572354e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 124319 members 
Entering Unmasked Estep 
Score: -35723556.000000 Penalty: 6145.242676
	Iteration 268Q: 3 clusters Score -3.572356e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 123453 members 
Entering Unmasked Estep 
Score: -35723628.000000 Penalty: 6145.242676
	Iteration 269Q: 3 clusters Score -3.572363e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117758 members 
Mstep: Class 2 contains 122532 members 
Entering Unmasked Estep 
Score: -35723568.000000 Penalty: 6145.242676
	Iteration 270Q: 3 clusters Score -3.572357e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -35723764.000000 Penalty: 6145.242676
	Iteration 271Q: 3 clusters Score -3.572376e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 120722 members 
Entering Unmasked Estep 
Score: -35723868.000000 Penalty: 6145.242676
	Iteration 272Q: 3 clusters Score -3.572387e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120513 members 
Mstep: Class 2 contains 119777 members 
Entering Unmasked Estep 
Score: -35723964.000000 Penalty: 6145.242676
	Iteration 273Q: 3 clusters Score -3.572396e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 118829 members 
Entering Unmasked Estep 
Score: -35724216.000000 Penalty: 6145.242676
	Iteration 274Q: 3 clusters Score -3.572422e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -35724296.000000 Penalty: 6145.242676
	Iteration 275Q: 3 clusters Score -3.57243e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123410 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -35724392.000000 Penalty: 6145.242676
	Iteration 276Q: 3 clusters Score -3.572439e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124348 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -35724568.000000 Penalty: 6145.242676
	Iteration 277Q: 3 clusters Score -3.572457e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -35724572.000000 Penalty: 6145.242676
	Iteration 278Q: 3 clusters Score -3.572457e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125815 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -35724632.000000 Penalty: 6145.242676
	Iteration 279Q: 3 clusters Score -3.572463e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126379 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -35724496.000000 Penalty: 6145.242676
	Iteration 280F: 3 clusters Score -3.57245e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -35724452.000000 Penalty: 6145.242676
	Iteration 281Q: 3 clusters Score -3.572445e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127417 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -35724408.000000 Penalty: 6145.242676
	Iteration 282Q: 3 clusters Score -3.572441e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127863 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -35724296.000000 Penalty: 6145.242676
	Iteration 283Q: 3 clusters Score -3.57243e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 112006 members 
Entering Unmasked Estep 
Score: -35724420.000000 Penalty: 6145.242676
	Iteration 284Q: 3 clusters Score -3.572442e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128738 members 
Mstep: Class 2 contains 111552 members 
Entering Unmasked Estep 
Score: -35724444.000000 Penalty: 6145.242676
	Iteration 285Q: 3 clusters Score -3.572444e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129096 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -35724468.000000 Penalty: 6145.242676
	Iteration 286Q: 3 clusters Score -3.572447e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -35724432.000000 Penalty: 6145.242676
	Iteration 287Q: 3 clusters Score -3.572443e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129590 members 
Mstep: Class 2 contains 110700 members 
Entering Unmasked Estep 
Score: -35724444.000000 Penalty: 6145.242676
	Iteration 288Q: 3 clusters Score -3.572444e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -35724352.000000 Penalty: 6145.242676
	Iteration 289Q: 3 clusters Score -3.572435e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129997 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -35724296.000000 Penalty: 6145.242676
	Iteration 290Q: 3 clusters Score -3.57243e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130092 members 
Mstep: Class 2 contains 110198 members 
Entering Unmasked Estep 
Score: -35724200.000000 Penalty: 6145.242676
	Iteration 291Q: 3 clusters Score -3.57242e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -35724008.000000 Penalty: 6145.242676
	Iteration 292Q: 3 clusters Score -3.572401e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130245 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -35723760.000000 Penalty: 6145.242676
	Iteration 293Q: 3 clusters Score -3.572376e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130251 members 
Mstep: Class 2 contains 110039 members 
Entering Unmasked Estep 
Score: -35723528.000000 Penalty: 6145.242676
	Iteration 294Q: 3 clusters Score -3.572353e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130258 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -35723448.000000 Penalty: 6145.242676
	Iteration 295Q: 3 clusters Score -3.572345e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -35723328.000000 Penalty: 6145.242676
	Iteration 296Q: 3 clusters Score -3.572333e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130101 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -35723140.000000 Penalty: 6145.242676
	Iteration 297Q: 3 clusters Score -3.572314e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
Score: -35723128.000000 Penalty: 6145.242676
	Iteration 298Q: 3 clusters Score -3.572313e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129803 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -35722984.000000 Penalty: 6145.242676
	Iteration 299Q: 3 clusters Score -3.572298e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129580 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -35722860.000000 Penalty: 6145.242676
	Iteration 300F: 3 clusters Score -3.572286e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129318 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -35722772.000000 Penalty: 6145.242676
	Iteration 301Q: 3 clusters Score -3.572277e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -35722756.000000 Penalty: 6145.242676
	Iteration 302Q: 3 clusters Score -3.572276e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128702 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -35722696.000000 Penalty: 6145.242676
	Iteration 303Q: 3 clusters Score -3.57227e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128260 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -35722760.000000 Penalty: 6145.242676
	Iteration 304Q: 3 clusters Score -3.572276e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127785 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -35722796.000000 Penalty: 6145.242676
	Iteration 305Q: 3 clusters Score -3.57228e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -35722832.000000 Penalty: 6145.242676
	Iteration 306Q: 3 clusters Score -3.572283e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126832 members 
Mstep: Class 2 contains 113458 members 
Entering Unmasked Estep 
Score: -35722892.000000 Penalty: 6145.242676
	Iteration 307Q: 3 clusters Score -3.572289e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 114084 members 
Entering Unmasked Estep 
Score: -35723008.000000 Penalty: 6145.242676
	Iteration 308Q: 3 clusters Score -3.572301e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -35723000.000000 Penalty: 6145.242676
	Iteration 309Q: 3 clusters Score -3.5723e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124861 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -35722992.000000 Penalty: 6145.242676
	Iteration 310Q: 3 clusters Score -3.572299e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124087 members 
Mstep: Class 2 contains 116203 members 
Entering Unmasked Estep 
Score: -35723140.000000 Penalty: 6145.242676
	Iteration 311Q: 3 clusters Score -3.572314e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123198 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -35723196.000000 Penalty: 6145.242676
	Iteration 312Q: 3 clusters Score -3.57232e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122274 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -35723380.000000 Penalty: 6145.242676
	Iteration 313Q: 3 clusters Score -3.572338e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121272 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -35723372.000000 Penalty: 6145.242676
	Iteration 314Q: 3 clusters Score -3.572337e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 120065 members 
Entering Unmasked Estep 
Score: -35723440.000000 Penalty: 6145.242676
	Iteration 315Q: 3 clusters Score -3.572344e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 121216 members 
Entering Unmasked Estep 
Score: -35723680.000000 Penalty: 6145.242676
	Iteration 316Q: 3 clusters Score -3.572368e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -35723828.000000 Penalty: 6145.242676
	Iteration 317Q: 3 clusters Score -3.572383e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -35724008.000000 Penalty: 6145.242676
	Iteration 318Q: 3 clusters Score -3.572401e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -35724148.000000 Penalty: 6145.242676
	Iteration 319Q: 3 clusters Score -3.572415e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114072 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
Score: -35724180.000000 Penalty: 6145.242676
	Iteration 320F: 3 clusters Score -3.572418e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112881 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -35724228.000000 Penalty: 6145.242676
	Iteration 321Q: 3 clusters Score -3.572423e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111691 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -35724324.000000 Penalty: 6145.242676
	Iteration 322Q: 3 clusters Score -3.572432e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110547 members 
Mstep: Class 2 contains 129743 members 
Entering Unmasked Estep 
Score: -35724144.000000 Penalty: 6145.242676
	Iteration 323Q: 3 clusters Score -3.572414e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 130939 members 
Entering Unmasked Estep 
Score: -35724060.000000 Penalty: 6145.242676
	Iteration 324Q: 3 clusters Score -3.572406e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 132106 members 
Entering Unmasked Estep 
Score: -35724076.000000 Penalty: 6145.242676
	Iteration 325Q: 3 clusters Score -3.572408e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -35723912.000000 Penalty: 6145.242676
	Iteration 326Q: 3 clusters Score -3.572391e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 134194 members 
Entering Unmasked Estep 
Score: -35723804.000000 Penalty: 6145.242676
	Iteration 327Q: 3 clusters Score -3.57238e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 135011 members 
Entering Unmasked Estep 
Score: -35723760.000000 Penalty: 6145.242676
	Iteration 328Q: 3 clusters Score -3.572376e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -35723656.000000 Penalty: 6145.242676
	Iteration 329Q: 3 clusters Score -3.572366e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -35723672.000000 Penalty: 6145.242676
	Iteration 330Q: 3 clusters Score -3.572367e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -35723660.000000 Penalty: 6145.242676
	Iteration 331Q: 3 clusters Score -3.572366e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 136812 members 
Entering Unmasked Estep 
Score: -35723656.000000 Penalty: 6145.242676
	Iteration 332Q: 3 clusters Score -3.572366e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 136868 members 
Entering Unmasked Estep 
Score: -35723552.000000 Penalty: 6145.242676
	Iteration 333Q: 3 clusters Score -3.572355e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 136735 members 
Entering Unmasked Estep 
Score: -35723420.000000 Penalty: 6145.242676
	Iteration 334Q: 3 clusters Score -3.572342e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 136475 members 
Entering Unmasked Estep 
Score: -35723508.000000 Penalty: 6145.242676
	Iteration 335Q: 3 clusters Score -3.572351e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -35723372.000000 Penalty: 6145.242676
	Iteration 336Q: 3 clusters Score -3.572337e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104701 members 
Mstep: Class 2 contains 135589 members 
Entering Unmasked Estep 
Score: -35723132.000000 Penalty: 6145.242676
	Iteration 337Q: 3 clusters Score -3.572313e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
Score: -35723024.000000 Penalty: 6145.242676
	Iteration 338Q: 3 clusters Score -3.572302e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -35723012.000000 Penalty: 6145.242676
	Iteration 339Q: 3 clusters Score -3.572301e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 133818 members 
Entering Unmasked Estep 
Score: -35722968.000000 Penalty: 6145.242676
	Iteration 340F: 3 clusters Score -3.572297e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 133137 members 
Entering Unmasked Estep 
Score: -35722796.000000 Penalty: 6145.242676
	Iteration 341Q: 3 clusters Score -3.57228e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 132460 members 
Entering Unmasked Estep 
Score: -35722776.000000 Penalty: 6145.242676
	Iteration 342Q: 3 clusters Score -3.572278e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 131753 members 
Entering Unmasked Estep 
Score: -35722860.000000 Penalty: 6145.242676
	Iteration 343Q: 3 clusters Score -3.572286e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -35722884.000000 Penalty: 6145.242676
	Iteration 344Q: 3 clusters Score -3.572288e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -35722872.000000 Penalty: 6145.242676
	Iteration 345Q: 3 clusters Score -3.572287e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -35722760.000000 Penalty: 6145.242676
	Iteration 346Q: 3 clusters Score -3.572276e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -35722776.000000 Penalty: 6145.242676
	Iteration 347Q: 3 clusters Score -3.572278e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -35722972.000000 Penalty: 6145.242676
	Iteration 348Q: 3 clusters Score -3.572297e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -35722936.000000 Penalty: 6145.242676
	Iteration 349Q: 3 clusters Score -3.572294e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113464 members 
Mstep: Class 2 contains 126826 members 
Entering Unmasked Estep 
Score: -35723052.000000 Penalty: 6145.242676
	Iteration 350Q: 3 clusters Score -3.572305e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114281 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -35723164.000000 Penalty: 6145.242676
	Iteration 351Q: 3 clusters Score -3.572316e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115166 members 
Mstep: Class 2 contains 125124 members 
Entering Unmasked Estep 
Score: -35723348.000000 Penalty: 6145.242676
	Iteration 352Q: 3 clusters Score -3.572335e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116092 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -35723412.000000 Penalty: 6145.242676
	Iteration 353Q: 3 clusters Score -3.572341e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -35723476.000000 Penalty: 6145.242676
	Iteration 354Q: 3 clusters Score -3.572348e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -35723580.000000 Penalty: 6145.242676
	Iteration 355Q: 3 clusters Score -3.572358e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119120 members 
Mstep: Class 2 contains 121170 members 
Entering Unmasked Estep 
Score: -35723632.000000 Penalty: 6145.242676
	Iteration 356Q: 3 clusters Score -3.572363e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -35723780.000000 Penalty: 6145.242676
	Iteration 357Q: 3 clusters Score -3.572378e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 119108 members 
Entering Unmasked Estep 
Score: -35724032.000000 Penalty: 6145.242676
	Iteration 358Q: 3 clusters Score -3.572403e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 118078 members 
Entering Unmasked Estep 
Score: -35724252.000000 Penalty: 6145.242676
	Iteration 359Q: 3 clusters Score -3.572425e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -35724268.000000 Penalty: 6145.242676
	Iteration 360F: 3 clusters Score -3.572427e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124224 members 
Mstep: Class 2 contains 116066 members 
Entering Unmasked Estep 
Score: -35724504.000000 Penalty: 6145.242676
	Iteration 361Q: 3 clusters Score -3.57245e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 115166 members 
Entering Unmasked Estep 
Score: -35724600.000000 Penalty: 6145.242676
	Iteration 362Q: 3 clusters Score -3.57246e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125944 members 
Mstep: Class 2 contains 114346 members 
Entering Unmasked Estep 
Score: -35724612.000000 Penalty: 6145.242676
	Iteration 363Q: 3 clusters Score -3.572461e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -35724476.000000 Penalty: 6145.242676
	Iteration 364Q: 3 clusters Score -3.572448e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -35724544.000000 Penalty: 6145.242676
	Iteration 365Q: 3 clusters Score -3.572454e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127790 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -35724360.000000 Penalty: 6145.242676
	Iteration 366Q: 3 clusters Score -3.572436e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128281 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -35724396.000000 Penalty: 6145.242676
	Iteration 367Q: 3 clusters Score -3.57244e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128741 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -35724392.000000 Penalty: 6145.242676
	Iteration 368Q: 3 clusters Score -3.572439e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129186 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -35724496.000000 Penalty: 6145.242676
	Iteration 369Q: 3 clusters Score -3.57245e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129517 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -35724436.000000 Penalty: 6145.242676
	Iteration 370Q: 3 clusters Score -3.572444e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -35724268.000000 Penalty: 6145.242676
	Iteration 371Q: 3 clusters Score -3.572427e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129995 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -35724256.000000 Penalty: 6145.242676
	Iteration 372Q: 3 clusters Score -3.572426e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130237 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -35724244.000000 Penalty: 6145.242676
	Iteration 373Q: 3 clusters Score -3.572424e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130428 members 
Mstep: Class 2 contains 109862 members 
Entering Unmasked Estep 
Score: -35724300.000000 Penalty: 6145.242676
	Iteration 374Q: 3 clusters Score -3.57243e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130534 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -35724168.000000 Penalty: 6145.242676
	Iteration 375Q: 3 clusters Score -3.572417e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -35723868.000000 Penalty: 6145.242676
	Iteration 376Q: 3 clusters Score -3.572387e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130698 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -35723772.000000 Penalty: 6145.242676
	Iteration 377Q: 3 clusters Score -3.572377e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130719 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -35723580.000000 Penalty: 6145.242676
	Iteration 378Q: 3 clusters Score -3.572358e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130717 members 
Mstep: Class 2 contains 109573 members 
Entering Unmasked Estep 
Score: -35723408.000000 Penalty: 6145.242676
	Iteration 379Q: 3 clusters Score -3.572341e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130661 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -35723392.000000 Penalty: 6145.242676
	Iteration 380F: 3 clusters Score -3.572339e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -35723200.000000 Penalty: 6145.242676
	Iteration 381Q: 3 clusters Score -3.57232e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130400 members 
Mstep: Class 2 contains 109890 members 
Entering Unmasked Estep 
Score: -35723052.000000 Penalty: 6145.242676
	Iteration 382Q: 3 clusters Score -3.572305e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130180 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -35722940.000000 Penalty: 6145.242676
	Iteration 383Q: 3 clusters Score -3.572294e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129878 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -35722716.000000 Penalty: 6145.242676
	Iteration 384Q: 3 clusters Score -3.572272e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -35722708.000000 Penalty: 6145.242676
	Iteration 385Q: 3 clusters Score -3.572271e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -35722748.000000 Penalty: 6145.242676
	Iteration 386Q: 3 clusters Score -3.572275e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128875 members 
Mstep: Class 2 contains 111415 members 
Entering Unmasked Estep 
Score: -35722720.000000 Penalty: 6145.242676
	Iteration 387Q: 3 clusters Score -3.572272e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -35722720.000000 Penalty: 6145.242676
	Iteration 388Q: 3 clusters Score -3.572272e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128053 members 
Mstep: Class 2 contains 112237 members 
Entering Unmasked Estep 
Score: -35722788.000000 Penalty: 6145.242676
	Iteration 389Q: 3 clusters Score -3.572279e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -35722752.000000 Penalty: 6145.242676
	Iteration 390Q: 3 clusters Score -3.572275e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127129 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -35722840.000000 Penalty: 6145.242676
	Iteration 391Q: 3 clusters Score -3.572284e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -35722876.000000 Penalty: 6145.242676
	Iteration 392Q: 3 clusters Score -3.572288e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125972 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -35722828.000000 Penalty: 6145.242676
	Iteration 393Q: 3 clusters Score -3.572283e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125311 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -35722888.000000 Penalty: 6145.242676
	Iteration 394Q: 3 clusters Score -3.572289e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -35722972.000000 Penalty: 6145.242676
	Iteration 395Q: 3 clusters Score -3.572297e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Mstep: Class 2 contains 116523 members 
Entering Unmasked Estep 
Score: -35723040.000000 Penalty: 6145.242676
	Iteration 396Q: 3 clusters Score -3.572304e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -35723136.000000 Penalty: 6145.242676
	Iteration 397Q: 3 clusters Score -3.572314e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 118479 members 
Entering Unmasked Estep 
Score: -35723304.000000 Penalty: 6145.242676
	Iteration 398Q: 3 clusters Score -3.57233e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120727 members 
Mstep: Class 2 contains 119563 members 
Entering Unmasked Estep 
Score: -35723372.000000 Penalty: 6145.242676
	Iteration 399Q: 3 clusters Score -3.572337e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -35723544.000000 Penalty: 6145.242676
	Iteration 400F: 3 clusters Score -3.572354e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 121864 members 
Entering Unmasked Estep 
Score: -35723632.000000 Penalty: 6145.242676
	Iteration 401Q: 3 clusters Score -3.572363e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117218 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -35723848.000000 Penalty: 6145.242676
	Iteration 402Q: 3 clusters Score -3.572385e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 124382 members 
Entering Unmasked Estep 
Score: -35724024.000000 Penalty: 6145.242676
	Iteration 403Q: 3 clusters Score -3.572402e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -35724076.000000 Penalty: 6145.242676
	Iteration 404Q: 3 clusters Score -3.572408e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 126969 members 
Entering Unmasked Estep 
Score: -35724016.000000 Penalty: 6145.242676
	Iteration 405Q: 3 clusters Score -3.572402e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112098 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -35724404.000000 Penalty: 6145.242676
	Iteration 406Q: 3 clusters Score -3.57244e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -35724272.000000 Penalty: 6145.242676
	Iteration 407Q: 3 clusters Score -3.572427e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -35724060.000000 Penalty: 6145.242676
	Iteration 408Q: 3 clusters Score -3.572406e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 131748 members 
Entering Unmasked Estep 
Score: -35723944.000000 Penalty: 6145.242676
	Iteration 409Q: 3 clusters Score -3.572394e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 132897 members 
Entering Unmasked Estep 
Score: -35723872.000000 Penalty: 6145.242676
	Iteration 410Q: 3 clusters Score -3.572387e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106362 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -35723804.000000 Penalty: 6145.242676
	Iteration 411Q: 3 clusters Score -3.57238e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 134822 members 
Entering Unmasked Estep 
Score: -35723884.000000 Penalty: 6145.242676
	Iteration 412Q: 3 clusters Score -3.572388e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -35723740.000000 Penalty: 6145.242676
	Iteration 413Q: 3 clusters Score -3.572374e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -35723632.000000 Penalty: 6145.242676
	Iteration 414Q: 3 clusters Score -3.572363e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 136603 members 
Entering Unmasked Estep 
Score: -35723660.000000 Penalty: 6145.242676
	Iteration 415Q: 3 clusters Score -3.572366e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 136854 members 
Entering Unmasked Estep 
Score: -35723548.000000 Penalty: 6145.242676
	Iteration 416Q: 3 clusters Score -3.572355e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 136935 members 
Entering Unmasked Estep 
Score: -35723460.000000 Penalty: 6145.242676
	Iteration 417Q: 3 clusters Score -3.572346e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -35723328.000000 Penalty: 6145.242676
	Iteration 418Q: 3 clusters Score -3.572333e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 136618 members 
Entering Unmasked Estep 
Score: -35723316.000000 Penalty: 6145.242676
	Iteration 419Q: 3 clusters Score -3.572332e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 136217 members 
Entering Unmasked Estep 
Score: -35723304.000000 Penalty: 6145.242676
	Iteration 420F: 3 clusters Score -3.57233e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 135782 members 
Entering Unmasked Estep 
Score: -35723300.000000 Penalty: 6145.242676
	Iteration 421Q: 3 clusters Score -3.57233e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105025 members 
Mstep: Class 2 contains 135265 members 
Entering Unmasked Estep 
Score: -35723156.000000 Penalty: 6145.242676
	Iteration 422Q: 3 clusters Score -3.572316e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 134755 members 
Entering Unmasked Estep 
Score: -35723084.000000 Penalty: 6145.242676
	Iteration 423Q: 3 clusters Score -3.572308e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 134157 members 
Entering Unmasked Estep 
Score: -35723044.000000 Penalty: 6145.242676
	Iteration 424Q: 3 clusters Score -3.572304e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -35722952.000000 Penalty: 6145.242676
	Iteration 425Q: 3 clusters Score -3.572295e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 132871 members 
Entering Unmasked Estep 
Score: -35722800.000000 Penalty: 6145.242676
	Iteration 426Q: 3 clusters Score -3.57228e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108102 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -35722948.000000 Penalty: 6145.242676
	Iteration 427Q: 3 clusters Score -3.572295e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 131484 members 
Entering Unmasked Estep 
Score: -35722912.000000 Penalty: 6145.242676
	Iteration 428Q: 3 clusters Score -3.572291e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -35722876.000000 Penalty: 6145.242676
	Iteration 429Q: 3 clusters Score -3.572288e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 130083 members 
Entering Unmasked Estep 
Score: -35722884.000000 Penalty: 6145.242676
	Iteration 430Q: 3 clusters Score -3.572288e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110913 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -35722816.000000 Penalty: 6145.242676
	Iteration 431Q: 3 clusters Score -3.572282e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 128675 members 
Entering Unmasked Estep 
Score: -35722860.000000 Penalty: 6145.242676
	Iteration 432Q: 3 clusters Score -3.572286e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 128032 members 
Entering Unmasked Estep 
Score: -35722944.000000 Penalty: 6145.242676
	Iteration 433Q: 3 clusters Score -3.572294e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112966 members 
Mstep: Class 2 contains 127324 members 
Entering Unmasked Estep 
Score: -35722988.000000 Penalty: 6145.242676
	Iteration 434Q: 3 clusters Score -3.572299e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 126581 members 
Entering Unmasked Estep 
Score: -35723004.000000 Penalty: 6145.242676
	Iteration 435Q: 3 clusters Score -3.5723e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -35723228.000000 Penalty: 6145.242676
	Iteration 436Q: 3 clusters Score -3.572323e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115376 members 
Mstep: Class 2 contains 124914 members 
Entering Unmasked Estep 
Score: -35723376.000000 Penalty: 6145.242676
	Iteration 437Q: 3 clusters Score -3.572338e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 123973 members 
Entering Unmasked Estep 
Score: -35723516.000000 Penalty: 6145.242676
	Iteration 438Q: 3 clusters Score -3.572352e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 122997 members 
Entering Unmasked Estep 
Score: -35723524.000000 Penalty: 6145.242676
	Iteration 439Q: 3 clusters Score -3.572352e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118289 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -35723588.000000 Penalty: 6145.242676
	Iteration 440F: 3 clusters Score -3.572359e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -35723684.000000 Penalty: 6145.242676
	Iteration 441Q: 3 clusters Score -3.572368e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
Score: -35723924.000000 Penalty: 6145.242676
	Iteration 442Q: 3 clusters Score -3.572392e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121384 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -35724124.000000 Penalty: 6145.242676
	Iteration 443Q: 3 clusters Score -3.572412e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -35724240.000000 Penalty: 6145.242676
	Iteration 444Q: 3 clusters Score -3.572424e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 116843 members 
Entering Unmasked Estep 
Score: -35724264.000000 Penalty: 6145.242676
	Iteration 445Q: 3 clusters Score -3.572426e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124404 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -35724592.000000 Penalty: 6145.242676
	Iteration 446Q: 3 clusters Score -3.572459e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -35724668.000000 Penalty: 6145.242676
	Iteration 447Q: 3 clusters Score -3.572467e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126055 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -35724568.000000 Penalty: 6145.242676
	Iteration 448Q: 3 clusters Score -3.572457e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126728 members 
Mstep: Class 2 contains 113562 members 
Entering Unmasked Estep 
Score: -35724444.000000 Penalty: 6145.242676
	Iteration 449Q: 3 clusters Score -3.572444e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127331 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -35724564.000000 Penalty: 6145.242676
	Iteration 450Q: 3 clusters Score -3.572456e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127891 members 
Mstep: Class 2 contains 112399 members 
Entering Unmasked Estep 
Score: -35724392.000000 Penalty: 6145.242676
	Iteration 451Q: 3 clusters Score -3.572439e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128372 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -35724412.000000 Penalty: 6145.242676
	Iteration 452Q: 3 clusters Score -3.572441e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128828 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -35724364.000000 Penalty: 6145.242676
	Iteration 453Q: 3 clusters Score -3.572436e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129251 members 
Mstep: Class 2 contains 111039 members 
Entering Unmasked Estep 
Score: -35724536.000000 Penalty: 6145.242676
	Iteration 454Q: 3 clusters Score -3.572454e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129585 members 
Mstep: Class 2 contains 110705 members 
Entering Unmasked Estep 
Score: -35724316.000000 Penalty: 6145.242676
	Iteration 455Q: 3 clusters Score -3.572432e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129852 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -35724284.000000 Penalty: 6145.242676
	Iteration 456Q: 3 clusters Score -3.572428e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130104 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -35724224.000000 Penalty: 6145.242676
	Iteration 457Q: 3 clusters Score -3.572422e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -35724128.000000 Penalty: 6145.242676
	Iteration 458Q: 3 clusters Score -3.572413e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130501 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -35724252.000000 Penalty: 6145.242676
	Iteration 459Q: 3 clusters Score -3.572425e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -35724152.000000 Penalty: 6145.242676
	Iteration 460F: 3 clusters Score -3.572415e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130664 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -35723796.000000 Penalty: 6145.242676
	Iteration 461Q: 3 clusters Score -3.57238e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 109537 members 
Entering Unmasked Estep 
Score: -35723800.000000 Penalty: 6145.242676
	Iteration 462Q: 3 clusters Score -3.57238e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -35723620.000000 Penalty: 6145.242676
	Iteration 463Q: 3 clusters Score -3.572362e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -35723372.000000 Penalty: 6145.242676
	Iteration 464Q: 3 clusters Score -3.572337e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130769 members 
Mstep: Class 2 contains 109521 members 
Entering Unmasked Estep 
Score: -35723308.000000 Penalty: 6145.242676
	Iteration 465Q: 3 clusters Score -3.572331e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130690 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -35723112.000000 Penalty: 6145.242676
	Iteration 466Q: 3 clusters Score -3.572311e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130510 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -35722956.000000 Penalty: 6145.242676
	Iteration 467Q: 3 clusters Score -3.572296e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130258 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -35722816.000000 Penalty: 6145.242676
	Iteration 468Q: 3 clusters Score -3.572282e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129939 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -35722804.000000 Penalty: 6145.242676
	Iteration 469Q: 3 clusters Score -3.57228e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129599 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -35722700.000000 Penalty: 6145.242676
	Iteration 470Q: 3 clusters Score -3.57227e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129252 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -35722636.000000 Penalty: 6145.242676
	Iteration 471Q: 3 clusters Score -3.572264e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -35722644.000000 Penalty: 6145.242676
	Iteration 472Q: 3 clusters Score -3.572264e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -35722700.000000 Penalty: 6145.242676
	Iteration 473Q: 3 clusters Score -3.57227e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 112252 members 
Entering Unmasked Estep 
Score: -35722728.000000 Penalty: 6145.242676
	Iteration 474Q: 3 clusters Score -3.572273e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -35722780.000000 Penalty: 6145.242676
	Iteration 475Q: 3 clusters Score -3.572278e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127071 members 
Mstep: Class 2 contains 113219 members 
Entering Unmasked Estep 
Score: -35722856.000000 Penalty: 6145.242676
	Iteration 476Q: 3 clusters Score -3.572286e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -35722884.000000 Penalty: 6145.242676
	Iteration 477Q: 3 clusters Score -3.572288e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -35722840.000000 Penalty: 6145.242676
	Iteration 478Q: 3 clusters Score -3.572284e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -35722900.000000 Penalty: 6145.242676
	Iteration 479Q: 3 clusters Score -3.57229e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -35722960.000000 Penalty: 6145.242676
	Iteration 480F: 3 clusters Score -3.572296e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
Score: -35722992.000000 Penalty: 6145.242676
	Iteration 481Q: 3 clusters Score -3.572299e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122608 members 
Mstep: Class 2 contains 117682 members 
Entering Unmasked Estep 
Score: -35723136.000000 Penalty: 6145.242676
	Iteration 482Q: 3 clusters Score -3.572314e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121574 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -35723196.000000 Penalty: 6145.242676
	Iteration 483Q: 3 clusters Score -3.57232e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -35723420.000000 Penalty: 6145.242676
	Iteration 484Q: 3 clusters Score -3.572342e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -35723604.000000 Penalty: 6145.242676
	Iteration 485Q: 3 clusters Score -3.57236e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 122162 members 
Entering Unmasked Estep 
Score: -35723656.000000 Penalty: 6145.242676
	Iteration 486Q: 3 clusters Score -3.572366e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116881 members 
Mstep: Class 2 contains 123409 members 
Entering Unmasked Estep 
Score: -35723860.000000 Penalty: 6145.242676
	Iteration 487Q: 3 clusters Score -3.572386e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -35724028.000000 Penalty: 6145.242676
	Iteration 488Q: 3 clusters Score -3.572403e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114255 members 
Mstep: Class 2 contains 126035 members 
Entering Unmasked Estep 
Score: -35724068.000000 Penalty: 6145.242676
	Iteration 489Q: 3 clusters Score -3.572407e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -35724144.000000 Penalty: 6145.242676
	Iteration 490Q: 3 clusters Score -3.572414e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 128545 members 
Entering Unmasked Estep 
Score: -35724328.000000 Penalty: 6145.242676
	Iteration 491Q: 3 clusters Score -3.572433e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110571 members 
Mstep: Class 2 contains 129719 members 
Entering Unmasked Estep 
Score: -35724136.000000 Penalty: 6145.242676
	Iteration 492Q: 3 clusters Score -3.572414e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109427 members 
Mstep: Class 2 contains 130863 members 
Entering Unmasked Estep 
Score: -35723932.000000 Penalty: 6145.242676
	Iteration 493Q: 3 clusters Score -3.572393e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -35723944.000000 Penalty: 6145.242676
	Iteration 494Q: 3 clusters Score -3.572394e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -35723804.000000 Penalty: 6145.242676
	Iteration 495Q: 3 clusters Score -3.57238e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 134272 members 
Entering Unmasked Estep 
Score: -35723768.000000 Penalty: 6145.242676
	Iteration 496Q: 3 clusters Score -3.572377e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 135151 members 
Entering Unmasked Estep 
Score: -35723816.000000 Penalty: 6145.242676
	Iteration 497Q: 3 clusters Score -3.572382e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -35723740.000000 Penalty: 6145.242676
	Iteration 498Q: 3 clusters Score -3.572374e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 136389 members 
Entering Unmasked Estep 
Score: -35723688.000000 Penalty: 6145.242676
	Iteration 499Q: 3 clusters Score -3.572369e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 136793 members 
Entering Unmasked Estep 
Score: -35723688.000000 Penalty: 6145.242676
	Iteration 500F: 3 clusters Score -3.572369e+07 nChanged 2533
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 103210 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 745 members 
Mstep: Class 25 contains 137080 members 
Entering Unmasked Estep 
Score: -95396536.000000 Penalty: 83092.820312
Splitting cluster 13 changes total score from -95384088.000000 to -95396536.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -720966.500000 Penalty: 2120.315918
	Iteration 0F: 2 clusters Score -720966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -716421.437500 Penalty: 4240.631836
	Iteration 0F: 3 clusters Score -716421.4 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -718053.062500 Penalty: 4240.631836
	Iteration 1F: 3 clusters Score -718053.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -718944.187500 Penalty: 4240.631836
	Iteration 2F: 3 clusters Score -718944.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -719831.625000 Penalty: 4240.631836
	Iteration 3F: 3 clusters Score -719831.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -720873.062500 Penalty: 4240.631836
	Iteration 4F: 3 clusters Score -720873.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -722585.312500 Penalty: 4240.631836
	Iteration 5F: 3 clusters Score -722585.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -724482.812500 Penalty: 4240.631836
	Iteration 6F: 3 clusters Score -724482.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -724651.437500 Penalty: 4240.631836
	Iteration 7Q: 3 clusters Score -724651.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -724668.625000 Penalty: 4240.631836
	Iteration 8Q: 3 clusters Score -724668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -724672.187500 Penalty: 4240.631836
	Iteration 9Q: 3 clusters Score -724672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -724674.437500 Penalty: 4240.631836
	Iteration 10Q: 3 clusters Score -724674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -724674.750000 Penalty: 4240.631836
	Iteration 11Q: 3 clusters Score -724674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -724675.250000 Penalty: 4240.631836
	Iteration 12Q: 3 clusters Score -724675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -724675.937500 Penalty: 4240.631836
	Iteration 13Q: 3 clusters Score -724675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -724677.500000 Penalty: 4240.631836
	Iteration 14Q: 3 clusters Score -724677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -724676.125000 Penalty: 4240.631836
	Iteration 15Q: 3 clusters Score -724676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -724676.125000 Penalty: 4240.631836
	Iteration 16F: 3 clusters Score -724676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 103210 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 745 members 
Mstep: Class 25 contains 137080 members 
Mstep: Class 26 contains 3551 members 
Entering Unmasked Estep 
Score: -95398512.000000 Penalty: 86416.531250
Splitting cluster 14 changes total score from -95384088.000000 to -95398512.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -301416.875000 Penalty: 1954.814087
	Iteration 0F: 2 clusters Score -301416.9 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 1316 members 
Entering Unmasked Estep 
Score: -298974.218750 Penalty: 3909.628174
	Iteration 0F: 3 clusters Score -298974.2 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -302945.156250 Penalty: 3909.628174
	Iteration 1F: 3 clusters Score -302945.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -305823.250000 Penalty: 3909.628174
	Iteration 2F: 3 clusters Score -305823.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -307358.093750 Penalty: 3909.628174
	Iteration 3F: 3 clusters Score -307358.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -309396.062500 Penalty: 3909.628174
	Iteration 4F: 3 clusters Score -309396.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -311254.468750 Penalty: 3909.628174
	Iteration 5F: 3 clusters Score -311254.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -312587.281250 Penalty: 3909.628174
	Iteration 6Q: 3 clusters Score -312587.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313089.031250 Penalty: 3909.628174
	Iteration 7Q: 3 clusters Score -313089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -313104.781250 Penalty: 3909.628174
	Iteration 8Q: 3 clusters Score -313104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -313106.500000 Penalty: 3909.628174
	Iteration 9Q: 3 clusters Score -313106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -313106.500000 Penalty: 3909.628174
	Iteration 10F: 3 clusters Score -313106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 103210 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 745 members 
Mstep: Class 25 contains 137080 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 1572 members 
Entering Unmasked Estep 
Score: -95409232.000000 Penalty: 89740.242188
Splitting cluster 15 changes total score from -95384088.000000 to -95409232.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -1127778.375000 Penalty: 2229.010742
	Iteration 0F: 2 clusters Score -1127778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1121483.625000 Penalty: 4458.021484
	Iteration 0F: 3 clusters Score -1121484 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1123767.750000 Penalty: 4458.021484
	Iteration 1F: 3 clusters Score -1123768 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1125434.125000 Penalty: 4458.021484
	Iteration 2F: 3 clusters Score -1125434 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1128548.000000 Penalty: 4458.021484
	Iteration 3F: 3 clusters Score -1128548 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1131091.625000 Penalty: 4458.021484
	Iteration 4F: 3 clusters Score -1131092 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1132358.625000 Penalty: 4458.021484
	Iteration 5F: 3 clusters Score -1132359 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1132591.000000 Penalty: 4458.021484
	Iteration 6Q: 3 clusters Score -1132591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1132635.375000 Penalty: 4458.021484
	Iteration 7Q: 3 clusters Score -1132635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1132655.250000 Penalty: 4458.021484
	Iteration 8Q: 3 clusters Score -1132655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1132659.750000 Penalty: 4458.021484
	Iteration 9Q: 3 clusters Score -1132660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1132664.500000 Penalty: 4458.021484
	Iteration 10Q: 3 clusters Score -1132664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1132666.000000 Penalty: 4458.021484
	Iteration 11Q: 3 clusters Score -1132666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1132667.500000 Penalty: 4458.021484
	Iteration 12Q: 3 clusters Score -1132668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1132669.000000 Penalty: 4458.021484
	Iteration 13Q: 3 clusters Score -1132669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1132671.000000 Penalty: 4458.021484
	Iteration 14Q: 3 clusters Score -1132671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1132673.125000 Penalty: 4458.021484
	Iteration 15Q: 3 clusters Score -1132673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1132673.375000 Penalty: 4458.021484
	Iteration 16Q: 3 clusters Score -1132673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1132673.375000 Penalty: 4458.021484
	Iteration 17F: 3 clusters Score -1132673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 103210 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 745 members 
Mstep: Class 25 contains 137080 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 1572 members 
Mstep: Class 28 contains 1589 members 
Entering Unmasked Estep 
Score: -95413288.000000 Penalty: 93063.953125
Splitting cluster 16 changes total score from -95384088.000000 to -95413288.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -317428.406250 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -317428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -314717.875000 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -314717.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -315226.093750 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -315226.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -315372.250000 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -315372.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315453.562500 Penalty: 3807.070801
	Iteration 3Q: 3 clusters Score -315453.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315530.437500 Penalty: 3807.070801
	Iteration 4Q: 3 clusters Score -315530.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -315599.656250 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -315599.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -315697.875000 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -315697.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -315821.187500 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -315821.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -315980.593750 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -315980.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -316188.125000 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -316188.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -316382.500000 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -316382.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -316466.937500 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -316466.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -316503.281250 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -316503.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -316521.812500 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -316521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -316530.062500 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -316530.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -316536.031250 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -316536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -316543.562500 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -316543.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -316552.093750 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -316552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -316556.125000 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -316556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316559.468750 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -316559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316561.843750 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -316561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316562.562500 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -316562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316562.562500 Penalty: 3807.070801
	Iteration 22F: 3 clusters Score -316562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Entering Unmasked Estep 
Score: -9921345.000000 Penalty: 2756.674072
	Iteration 0F: 2 clusters Score -9921345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -9876493.000000 Penalty: 5513.348145
	Iteration 0F: 3 clusters Score -9876493 nChanged 31222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -9894544.000000 Penalty: 5513.348145
	Iteration 1F: 3 clusters Score -9894544 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -9895957.000000 Penalty: 5513.348145
	Iteration 2Q: 3 clusters Score -9895957 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -9897442.000000 Penalty: 5513.348145
	Iteration 3Q: 3 clusters Score -9897442 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -9898945.000000 Penalty: 5513.348145
	Iteration 4Q: 3 clusters Score -9898945 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -9900333.000000 Penalty: 5513.348145
	Iteration 5Q: 3 clusters Score -9900333 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -9901677.000000 Penalty: 5513.348145
	Iteration 6Q: 3 clusters Score -9901677 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -9902887.000000 Penalty: 5513.348145
	Iteration 7Q: 3 clusters Score -9902887 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -9904048.000000 Penalty: 5513.348145
	Iteration 8Q: 3 clusters Score -9904048 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -9905295.000000 Penalty: 5513.348145
	Iteration 9Q: 3 clusters Score -9905295 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -9906440.000000 Penalty: 5513.348145
	Iteration 10Q: 3 clusters Score -9906440 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -9907386.000000 Penalty: 5513.348145
	Iteration 11Q: 3 clusters Score -9907386 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -9908122.000000 Penalty: 5513.348145
	Iteration 12Q: 3 clusters Score -9908122 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -9908604.000000 Penalty: 5513.348145
	Iteration 13Q: 3 clusters Score -9908604 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -9909074.000000 Penalty: 5513.348145
	Iteration 14Q: 3 clusters Score -9909074 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -9909441.000000 Penalty: 5513.348145
	Iteration 15Q: 3 clusters Score -9909441 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -9909728.000000 Penalty: 5513.348145
	Iteration 16Q: 3 clusters Score -9909728 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -9910063.000000 Penalty: 5513.348145
	Iteration 17Q: 3 clusters Score -9910063 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -9910404.000000 Penalty: 5513.348145
	Iteration 18Q: 3 clusters Score -9910404 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -9910857.000000 Penalty: 5513.348145
	Iteration 19Q: 3 clusters Score -9910857 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -9911317.000000 Penalty: 5513.348145
	Iteration 20F: 3 clusters Score -9911317 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -9911788.000000 Penalty: 5513.348145
	Iteration 21Q: 3 clusters Score -9911788 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -9912307.000000 Penalty: 5513.348145
	Iteration 22Q: 3 clusters Score -9912307 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -9912954.000000 Penalty: 5513.348145
	Iteration 23Q: 3 clusters Score -9912954 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -9913571.000000 Penalty: 5513.348145
	Iteration 24Q: 3 clusters Score -9913571 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -9914262.000000 Penalty: 5513.348145
	Iteration 25Q: 3 clusters Score -9914262 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -9914829.000000 Penalty: 5513.348145
	Iteration 26Q: 3 clusters Score -9914829 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -9915500.000000 Penalty: 5513.348145
	Iteration 27Q: 3 clusters Score -9915500 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -9916110.000000 Penalty: 5513.348145
	Iteration 28Q: 3 clusters Score -9916110 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -9916695.000000 Penalty: 5513.348145
	Iteration 29Q: 3 clusters Score -9916695 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -9917267.000000 Penalty: 5513.348145
	Iteration 30Q: 3 clusters Score -9917267 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -9917780.000000 Penalty: 5513.348145
	Iteration 31Q: 3 clusters Score -9917780 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -9918219.000000 Penalty: 5513.348145
	Iteration 32Q: 3 clusters Score -9918219 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -9918543.000000 Penalty: 5513.348145
	Iteration 33Q: 3 clusters Score -9918543 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -9918782.000000 Penalty: 5513.348145
	Iteration 34Q: 3 clusters Score -9918782 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -9919001.000000 Penalty: 5513.348145
	Iteration 35Q: 3 clusters Score -9919001 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9919208.000000 Penalty: 5513.348145
	Iteration 36Q: 3 clusters Score -9919208 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9919331.000000 Penalty: 5513.348145
	Iteration 37Q: 3 clusters Score -9919331 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9919431.000000 Penalty: 5513.348145
	Iteration 38Q: 3 clusters Score -9919431 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9919477.000000 Penalty: 5513.348145
	Iteration 39Q: 3 clusters Score -9919477 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9919559.000000 Penalty: 5513.348145
	Iteration 40F: 3 clusters Score -9919559 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9919659.000000 Penalty: 5513.348145
	Iteration 41Q: 3 clusters Score -9919659 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9919705.000000 Penalty: 5513.348145
	Iteration 42Q: 3 clusters Score -9919705 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -9919753.000000 Penalty: 5513.348145
	Iteration 43Q: 3 clusters Score -9919753 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -9919809.000000 Penalty: 5513.348145
	Iteration 44Q: 3 clusters Score -9919809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9919850.000000 Penalty: 5513.348145
	Iteration 45Q: 3 clusters Score -9919850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9919874.000000 Penalty: 5513.348145
	Iteration 46Q: 3 clusters Score -9919874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9919898.000000 Penalty: 5513.348145
	Iteration 47Q: 3 clusters Score -9919898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9919939.000000 Penalty: 5513.348145
	Iteration 48Q: 3 clusters Score -9919939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9919960.000000 Penalty: 5513.348145
	Iteration 49Q: 3 clusters Score -9919960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9919990.000000 Penalty: 5513.348145
	Iteration 50Q: 3 clusters Score -9919990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9920022.000000 Penalty: 5513.348145
	Iteration 51Q: 3 clusters Score -9920022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9920015.000000 Penalty: 5513.348145
	Iteration 52Q: 3 clusters Score -9920015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9920017.000000 Penalty: 5513.348145
	Iteration 53Q: 3 clusters Score -9920017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9920038.000000 Penalty: 5513.348145
	Iteration 54Q: 3 clusters Score -9920038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9920050.000000 Penalty: 5513.348145
	Iteration 55Q: 3 clusters Score -9920050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9920054.000000 Penalty: 5513.348145
	Iteration 56Q: 3 clusters Score -9920054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9920052.000000 Penalty: 5513.348145
	Iteration 57Q: 3 clusters Score -9920052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9920049.000000 Penalty: 5513.348145
	Iteration 58Q: 3 clusters Score -9920049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9920046.000000 Penalty: 5513.348145
	Iteration 59Q: 3 clusters Score -9920046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9920042.000000 Penalty: 5513.348145
	Iteration 60F: 3 clusters Score -9920042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9920051.000000 Penalty: 5513.348145
	Iteration 61Q: 3 clusters Score -9920051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9920047.000000 Penalty: 5513.348145
	Iteration 62Q: 3 clusters Score -9920047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9920075.000000 Penalty: 5513.348145
	Iteration 63Q: 3 clusters Score -9920075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9920073.000000 Penalty: 5513.348145
	Iteration 64Q: 3 clusters Score -9920073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9920068.000000 Penalty: 5513.348145
	Iteration 65Q: 3 clusters Score -9920068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9920071.000000 Penalty: 5513.348145
	Iteration 66Q: 3 clusters Score -9920071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9920082.000000 Penalty: 5513.348145
	Iteration 67Q: 3 clusters Score -9920082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9920079.000000 Penalty: 5513.348145
	Iteration 68Q: 3 clusters Score -9920079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9920066.000000 Penalty: 5513.348145
	Iteration 69Q: 3 clusters Score -9920066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9920074.000000 Penalty: 5513.348145
	Iteration 70Q: 3 clusters Score -9920074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9920075.000000 Penalty: 5513.348145
	Iteration 71Q: 3 clusters Score -9920075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9920076.000000 Penalty: 5513.348145
	Iteration 72Q: 3 clusters Score -9920076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9920077.000000 Penalty: 5513.348145
	Iteration 73Q: 3 clusters Score -9920077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9920071.000000 Penalty: 5513.348145
	Iteration 74Q: 3 clusters Score -9920071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9920070.000000 Penalty: 5513.348145
	Iteration 75Q: 3 clusters Score -9920070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9920065.000000 Penalty: 5513.348145
	Iteration 76Q: 3 clusters Score -9920065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9920065.000000 Penalty: 5513.348145
	Iteration 77F: 3 clusters Score -9920065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Entering Unmasked Estep 
Score: -2843033.250000 Penalty: 2454.185547
	Iteration 0F: 2 clusters Score -2843033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2829194.500000 Penalty: 4908.371094
	Iteration 0F: 3 clusters Score -2829194 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2834316.500000 Penalty: 4908.371094
	Iteration 1F: 3 clusters Score -2834316 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2836412.000000 Penalty: 4908.371094
	Iteration 2F: 3 clusters Score -2836412 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2841764.000000 Penalty: 4908.371094
	Iteration 3F: 3 clusters Score -2841764 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2848029.000000 Penalty: 4908.371094
	Iteration 4F: 3 clusters Score -2848029 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2850619.250000 Penalty: 4908.371094
	Iteration 5F: 3 clusters Score -2850619 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2851032.500000 Penalty: 4908.371094
	Iteration 6Q: 3 clusters Score -2851032 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2851108.500000 Penalty: 4908.371094
	Iteration 7Q: 3 clusters Score -2851108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2851142.500000 Penalty: 4908.371094
	Iteration 8Q: 3 clusters Score -2851142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2851147.750000 Penalty: 4908.371094
	Iteration 9Q: 3 clusters Score -2851148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2851152.500000 Penalty: 4908.371094
	Iteration 10Q: 3 clusters Score -2851152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2851150.500000 Penalty: 4908.371094
	Iteration 11Q: 3 clusters Score -2851150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2851154.750000 Penalty: 4908.371094
	Iteration 12Q: 3 clusters Score -2851155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2851158.500000 Penalty: 4908.371094
	Iteration 13Q: 3 clusters Score -2851158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2851157.750000 Penalty: 4908.371094
	Iteration 14Q: 3 clusters Score -2851158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2851158.000000 Penalty: 4908.371094
	Iteration 15Q: 3 clusters Score -2851158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2851158.000000 Penalty: 4908.371094
	Iteration 16F: 3 clusters Score -2851158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 103210 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 745 members 
Mstep: Class 25 contains 137080 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 1572 members 
Mstep: Class 28 contains 1589 members 
Mstep: Class 29 contains 14933 members 
Entering Unmasked Estep 
Score: -95420248.000000 Penalty: 96387.664062
Splitting cluster 19 changes total score from -95384088.000000 to -95420248.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 17130 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 132769 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 103210 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 67213 members 
Mstep: Class 19 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95433552.000000 Penalty: 96387.664062
Iteration 39Q: 30 clusters Score -9.543355e+07 nChanged 23293
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 17062 members 
Mstep: Class 3 contains 5510 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 137522 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 20722 members 
Mstep: Class 9 contains 8680 members 
Mstep: Class 10 contains 12052 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 41178 members 
Mstep: Class 13 contains 103293 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 66878 members 
Mstep: Class 19 contains 6091 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 9124 members 
Mstep: Class 22 contains 10521 members 
Mstep: Class 23 contains 1424 members 
Mstep: Class 24 contains 740 members 
Mstep: Class 25 contains 131454 members 
Mstep: Class 26 contains 3705 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 14180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95445408.000000 Penalty: 96387.664062
Iteration 40F: 30 clusters Score -9.544541e+07 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 16673 members 
Mstep: Class 3 contains 5833 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 137938 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 20156 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12212 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 12 contains 39602 members 
Mstep: Class 13 contains 102091 members 
Mstep: Class 14 contains 1742 members 
Mstep: Class 15 contains 1057 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 66116 members 
Mstep: Class 19 contains 6704 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 10066 members 
Mstep: Class 22 contains 11067 members 
Mstep: Class 23 contains 1547 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 132963 members 
Mstep: Class 26 contains 4313 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 14166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95449888.000000 Penalty: 96387.664062
Iteration 41Q: 30 clusters Score -9.544989e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 16483 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 138828 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 19881 members 
Mstep: Class 9 contains 7935 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 38687 members 
Mstep: Class 13 contains 101193 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 1049 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 65494 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 10698 members 
Mstep: Class 22 contains 11578 members 
Mstep: Class 23 contains 1658 members 
Mstep: Class 24 contains 758 members 
Mstep: Class 25 contains 133068 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 1681 members 
Mstep: Class 29 contains 14089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95452504.000000 Penalty: 96387.664062
Iteration 42Q: 30 clusters Score -9.54525e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 16357 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 139619 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 19793 members 
Mstep: Class 9 contains 7870 members 
Mstep: Class 10 contains 12455 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 38155 members 
Mstep: Class 13 contains 100374 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 1041 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 64958 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 11090 members 
Mstep: Class 22 contains 12096 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 132995 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1693 members 
Mstep: Class 29 contains 13978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95453792.000000 Penalty: 96387.664062
Iteration 43Q: 30 clusters Score -9.545379e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 16243 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 140475 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 19773 members 
Mstep: Class 9 contains 7832 members 
Mstep: Class 10 contains 12577 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 37690 members 
Mstep: Class 13 contains 99627 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 1037 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 64560 members 
Mstep: Class 19 contains 7421 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 11401 members 
Mstep: Class 22 contains 12609 members 
Mstep: Class 23 contains 1793 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 132710 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95454840.000000 Penalty: 96387.664062
Iteration 44Q: 30 clusters Score -9.545484e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 16135 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 1342 members 
Mstep: Class 5 contains 141468 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 19806 members 
Mstep: Class 9 contains 7835 members 
Mstep: Class 10 contains 12681 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 37317 members 
Mstep: Class 13 contains 98770 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 64221 members 
Mstep: Class 19 contains 7517 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 11637 members 
Mstep: Class 22 contains 13106 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 132278 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 1569 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 13710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95456256.000000 Penalty: 96387.664062
Iteration 45Q: 30 clusters Score -9.545626e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 16034 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 142541 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 19912 members 
Mstep: Class 9 contains 7829 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 37033 members 
Mstep: Class 13 contains 97884 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 63894 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 22 contains 13646 members 
Mstep: Class 23 contains 1851 members 
Mstep: Class 24 contains 777 members 
Mstep: Class 25 contains 131786 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 1569 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 13536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95456848.000000 Penalty: 96387.664062
Iteration 46Q: 30 clusters Score -9.545685e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 15934 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 143691 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 20048 members 
Mstep: Class 9 contains 7825 members 
Mstep: Class 10 contains 12845 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36790 members 
Mstep: Class 13 contains 97016 members 
Mstep: Class 14 contains 1774 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 63600 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 11939 members 
Mstep: Class 22 contains 14189 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 131194 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 1699 members 
Mstep: Class 29 contains 13366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95457608.000000 Penalty: 96387.664062
Iteration 47Q: 30 clusters Score -9.545761e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 7619 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 144778 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 20204 members 
Mstep: Class 9 contains 7823 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36553 members 
Mstep: Class 13 contains 96149 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 63335 members 
Mstep: Class 19 contains 7655 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 12054 members 
Mstep: Class 22 contains 14788 members 
Mstep: Class 23 contains 1884 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 130583 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 1567 members 
Mstep: Class 28 contains 1698 members 
Mstep: Class 29 contains 13205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95458320.000000 Penalty: 96387.664062
Iteration 48Q: 30 clusters Score -9.545832e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 15808 members 
Mstep: Class 3 contains 7789 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 145917 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36383 members 
Mstep: Class 13 contains 95219 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 63110 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 1876 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 129939 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 1567 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 13024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95459184.000000 Penalty: 96387.664062
Iteration 49Q: 30 clusters Score -9.545918e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 15741 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 147063 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13007 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36282 members 
Mstep: Class 13 contains 94333 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 62903 members 
Mstep: Class 19 contains 7659 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 12217 members 
Mstep: Class 22 contains 16092 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 129227 members 
Mstep: Class 26 contains 4868 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 12817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95459976.000000 Penalty: 96387.664062
Iteration 50Q: 30 clusters Score -9.545998e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 15684 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 148211 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 20673 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 13058 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 36218 members 
Mstep: Class 13 contains 93369 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 62724 members 
Mstep: Class 19 contains 7651 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 12270 members 
Mstep: Class 22 contains 16738 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 128586 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1691 members 
Mstep: Class 29 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95460808.000000 Penalty: 96387.664062
Iteration 51Q: 30 clusters Score -9.546081e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 15644 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 149416 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 20785 members 
Mstep: Class 9 contains 7802 members 
Mstep: Class 10 contains 13104 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 36163 members 
Mstep: Class 13 contains 92370 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 62574 members 
Mstep: Class 19 contains 7639 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 12328 members 
Mstep: Class 22 contains 17366 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 127957 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 12410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461488.000000 Penalty: 96387.664062
Iteration 52Q: 30 clusters Score -9.546149e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 150745 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 20862 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 13131 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 36113 members 
Mstep: Class 13 contains 91287 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 62431 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 12380 members 
Mstep: Class 22 contains 17947 members 
Mstep: Class 23 contains 1882 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 127327 members 
Mstep: Class 26 contains 4906 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461584.000000 Penalty: 96387.664062
Iteration 53Q: 30 clusters Score -9.546158e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 15599 members 
Mstep: Class 3 contains 8286 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 152042 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 20908 members 
Mstep: Class 9 contains 7796 members 
Mstep: Class 10 contains 13155 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 36104 members 
Mstep: Class 13 contains 90132 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6330 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 62305 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 12418 members 
Mstep: Class 22 contains 18581 members 
Mstep: Class 23 contains 1887 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 126750 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461512.000000 Penalty: 96387.664062
Iteration 54Q: 30 clusters Score -9.546151e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 15585 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 153355 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 20910 members 
Mstep: Class 9 contains 7793 members 
Mstep: Class 10 contains 13183 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36096 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6327 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 62209 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 12487 members 
Mstep: Class 22 contains 19173 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 126189 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 11751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461768.000000 Penalty: 96387.664062
Iteration 55Q: 30 clusters Score -9.546177e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 15566 members 
Mstep: Class 3 contains 8415 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 154687 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 20936 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36084 members 
Mstep: Class 13 contains 87722 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 62132 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 12539 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 125692 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95462024.000000 Penalty: 96387.664062
Iteration 56Q: 30 clusters Score -9.546202e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 15554 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 156106 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 20960 members 
Mstep: Class 9 contains 7790 members 
Mstep: Class 10 contains 13223 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36069 members 
Mstep: Class 13 contains 86421 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 62079 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 2496 members 
Mstep: Class 21 contains 12576 members 
Mstep: Class 22 contains 20266 members 
Mstep: Class 23 contains 1901 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 125202 members 
Mstep: Class 26 contains 4953 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 11360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95462120.000000 Penalty: 96387.664062
Iteration 57Q: 30 clusters Score -9.546212e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 8499 members 
Mstep: Class 4 contains 1641 members 
Mstep: Class 5 contains 157543 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 21004 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 13247 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 36057 members 
Mstep: Class 13 contains 85088 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6308 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 62041 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 20748 members 
Mstep: Class 23 contains 1903 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 124723 members 
Mstep: Class 26 contains 4976 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 11190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95462320.000000 Penalty: 96387.664062
Iteration 58Q: 30 clusters Score -9.546232e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 159036 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 21039 members 
Mstep: Class 9 contains 7793 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 36039 members 
Mstep: Class 13 contains 83706 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 62017 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 12643 members 
Mstep: Class 22 contains 21191 members 
Mstep: Class 23 contains 1903 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 124285 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 11037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95462496.000000 Penalty: 96387.664062
Iteration 59Q: 30 clusters Score -9.54625e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 15487 members 
Mstep: Class 3 contains 8535 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 160525 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 21082 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 36029 members 
Mstep: Class 13 contains 82324 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 6296 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 62004 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12674 members 
Mstep: Class 22 contains 21606 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 123867 members 
Mstep: Class 26 contains 5013 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 10909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95462904.000000 Penalty: 96387.664062
Iteration 60F: 30 clusters Score -9.54629e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 8674 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 161995 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21117 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35906 members 
Mstep: Class 13 contains 80875 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 6296 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 62003 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 12704 members 
Mstep: Class 22 contains 22051 members 
Mstep: Class 23 contains 1950 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 123501 members 
Mstep: Class 26 contains 5023 members 
Mstep: Class 27 contains 1565 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463560.000000 Penalty: 96387.664062
Iteration 61Q: 30 clusters Score -9.546356e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 163449 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21147 members 
Mstep: Class 9 contains 7765 members 
Mstep: Class 10 contains 13310 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35810 members 
Mstep: Class 13 contains 79360 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 61989 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12740 members 
Mstep: Class 22 contains 22516 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 123195 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 10610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463840.000000 Penalty: 96387.664062
Iteration 62Q: 30 clusters Score -9.546384e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 164887 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21166 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 10 contains 13339 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35758 members 
Mstep: Class 13 contains 77853 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 61975 members 
Mstep: Class 19 contains 7498 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 23014 members 
Mstep: Class 23 contains 2023 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122896 members 
Mstep: Class 26 contains 5048 members 
Mstep: Class 27 contains 1563 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 10433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95464000.000000 Penalty: 96387.664062
Iteration 63Q: 30 clusters Score -9.5464e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 15290 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 166266 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 13359 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35717 members 
Mstep: Class 13 contains 76320 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 1037 members 
Mstep: Class 16 contains 6290 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 61970 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12798 members 
Mstep: Class 22 contains 23502 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122678 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 10264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95464280.000000 Penalty: 96387.664062
Iteration 64Q: 30 clusters Score -9.546428e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 15243 members 
Mstep: Class 3 contains 9121 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 5 contains 167658 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21186 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 35684 members 
Mstep: Class 13 contains 74769 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 6286 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 61978 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12824 members 
Mstep: Class 22 contains 23972 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122497 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 10083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95464592.000000 Penalty: 96387.664062
Iteration 65Q: 30 clusters Score -9.546459e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 15194 members 
Mstep: Class 3 contains 9226 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 5 contains 169128 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21201 members 
Mstep: Class 9 contains 7750 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35655 members 
Mstep: Class 13 contains 73142 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 1037 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 62007 members 
Mstep: Class 19 contains 7400 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12843 members 
Mstep: Class 22 contains 24420 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122316 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95465088.000000 Penalty: 96387.664062
Iteration 66Q: 30 clusters Score -9.546509e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 15152 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 170568 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21212 members 
Mstep: Class 9 contains 7749 members 
Mstep: Class 10 contains 13417 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35622 members 
Mstep: Class 13 contains 71525 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 62040 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12854 members 
Mstep: Class 22 contains 24839 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122187 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95465520.000000 Penalty: 96387.664062
Iteration 67Q: 30 clusters Score -9.546552e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 15112 members 
Mstep: Class 3 contains 9409 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 171923 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21231 members 
Mstep: Class 9 contains 7743 members 
Mstep: Class 10 contains 13427 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 35581 members 
Mstep: Class 13 contains 69935 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 62065 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12865 members 
Mstep: Class 22 contains 25261 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122121 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 9523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95466112.000000 Penalty: 96387.664062
Iteration 68Q: 30 clusters Score -9.546611e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 15080 members 
Mstep: Class 3 contains 9492 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 173275 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21245 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 13447 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 35536 members 
Mstep: Class 13 contains 68283 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6280 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 62107 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12876 members 
Mstep: Class 22 contains 25688 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 122088 members 
Mstep: Class 26 contains 5157 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 9339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95466440.000000 Penalty: 96387.664062
Iteration 69Q: 30 clusters Score -9.546644e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 9567 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 174646 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21256 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 35514 members 
Mstep: Class 13 contains 66738 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 62137 members 
Mstep: Class 19 contains 7323 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12881 members 
Mstep: Class 22 contains 26081 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 121968 members 
Mstep: Class 26 contains 5181 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95467128.000000 Penalty: 96387.664062
Iteration 70Q: 30 clusters Score -9.546713e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 176028 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21267 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 35507 members 
Mstep: Class 13 contains 65180 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6276 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 62160 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12889 members 
Mstep: Class 22 contains 26462 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 121904 members 
Mstep: Class 26 contains 5187 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 8983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95467648.000000 Penalty: 96387.664062
Iteration 71Q: 30 clusters Score -9.546765e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 15003 members 
Mstep: Class 3 contains 9696 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 177341 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21273 members 
Mstep: Class 9 contains 7694 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 35501 members 
Mstep: Class 13 contains 63642 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6274 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 62184 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 26817 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 121924 members 
Mstep: Class 26 contains 5201 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 8804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468016.000000 Penalty: 96387.664062
Iteration 72Q: 30 clusters Score -9.546802e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 14978 members 
Mstep: Class 3 contains 9758 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 178651 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21276 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 10 contains 13505 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 35488 members 
Mstep: Class 13 contains 62102 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6272 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 62213 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12910 members 
Mstep: Class 22 contains 27148 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 121941 members 
Mstep: Class 26 contains 5218 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 8632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468432.000000 Penalty: 96387.664062
Iteration 73Q: 30 clusters Score -9.546843e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 14958 members 
Mstep: Class 3 contains 9836 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 179893 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21283 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 35464 members 
Mstep: Class 13 contains 60559 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 62241 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12921 members 
Mstep: Class 22 contains 27465 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122021 members 
Mstep: Class 26 contains 5237 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 8472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468848.000000 Penalty: 96387.664062
Iteration 74Q: 30 clusters Score -9.546885e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14951 members 
Mstep: Class 3 contains 9891 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 181139 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 21297 members 
Mstep: Class 9 contains 7648 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 35433 members 
Mstep: Class 13 contains 59031 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6266 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 62269 members 
Mstep: Class 19 contains 7234 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12931 members 
Mstep: Class 22 contains 27764 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122126 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469032.000000 Penalty: 96387.664062
Iteration 75Q: 30 clusters Score -9.546903e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 14935 members 
Mstep: Class 3 contains 9931 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 182328 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 21310 members 
Mstep: Class 9 contains 7640 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35404 members 
Mstep: Class 13 contains 57574 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6264 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 62293 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12937 members 
Mstep: Class 22 contains 28063 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122220 members 
Mstep: Class 26 contains 5262 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 8146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469632.000000 Penalty: 96387.664062
Iteration 76Q: 30 clusters Score -9.546963e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 183443 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 21311 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35401 members 
Mstep: Class 13 contains 56148 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6261 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 62304 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12941 members 
Mstep: Class 22 contains 28358 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122369 members 
Mstep: Class 26 contains 5284 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 7983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469808.000000 Penalty: 96387.664062
Iteration 77Q: 30 clusters Score -9.546981e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 184527 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 21318 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 13574 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 35401 members 
Mstep: Class 13 contains 54704 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6255 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 62316 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12943 members 
Mstep: Class 22 contains 28627 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122577 members 
Mstep: Class 26 contains 5297 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 7842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470464.000000 Penalty: 96387.664062
Iteration 78Q: 30 clusters Score -9.547046e+07 nChanged 2633
Entering ConstructFrom: 
Score: -95470464.000000 Penalty: 96387.664062
Entering ConstructFrom: 
Trying to split cluster 1 (48393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Entering Unmasked Estep 
Score: -7094777.500000 Penalty: 2675.203369
	Iteration 0F: 2 clusters Score -7094778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -7062049.500000 Penalty: 5350.406738
	Iteration 0F: 3 clusters Score -7062050 nChanged 22494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -7075001.000000 Penalty: 5350.406738
	Iteration 1F: 3 clusters Score -7075001 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -7075814.000000 Penalty: 5350.406738
	Iteration 2Q: 3 clusters Score -7075814 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -7076731.000000 Penalty: 5350.406738
	Iteration 3Q: 3 clusters Score -7076731 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -7077740.000000 Penalty: 5350.406738
	Iteration 4Q: 3 clusters Score -7077740 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -7078766.500000 Penalty: 5350.406738
	Iteration 5Q: 3 clusters Score -7078766 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -7079867.000000 Penalty: 5350.406738
	Iteration 6Q: 3 clusters Score -7079867 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7081166.000000 Penalty: 5350.406738
	Iteration 7Q: 3 clusters Score -7081166 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7082422.500000 Penalty: 5350.406738
	Iteration 8Q: 3 clusters Score -7082422 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -7083593.500000 Penalty: 5350.406738
	Iteration 9Q: 3 clusters Score -7083594 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -7084678.500000 Penalty: 5350.406738
	Iteration 10Q: 3 clusters Score -7084678 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -7085666.000000 Penalty: 5350.406738
	Iteration 11Q: 3 clusters Score -7085666 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -7086432.000000 Penalty: 5350.406738
	Iteration 12Q: 3 clusters Score -7086432 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -7087110.000000 Penalty: 5350.406738
	Iteration 13Q: 3 clusters Score -7087110 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -7087619.500000 Penalty: 5350.406738
	Iteration 14Q: 3 clusters Score -7087620 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -7088052.500000 Penalty: 5350.406738
	Iteration 15Q: 3 clusters Score -7088052 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -7088464.000000 Penalty: 5350.406738
	Iteration 16Q: 3 clusters Score -7088464 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -7088825.000000 Penalty: 5350.406738
	Iteration 17Q: 3 clusters Score -7088825 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -7089167.000000 Penalty: 5350.406738
	Iteration 18Q: 3 clusters Score -7089167 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -7089524.000000 Penalty: 5350.406738
	Iteration 19Q: 3 clusters Score -7089524 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -7089857.500000 Penalty: 5350.406738
	Iteration 20F: 3 clusters Score -7089858 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -7090178.500000 Penalty: 5350.406738
	Iteration 21Q: 3 clusters Score -7090178 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -7090444.500000 Penalty: 5350.406738
	Iteration 22Q: 3 clusters Score -7090444 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -7090736.500000 Penalty: 5350.406738
	Iteration 23Q: 3 clusters Score -7090736 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -7091005.500000 Penalty: 5350.406738
	Iteration 24Q: 3 clusters Score -7091006 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7091251.000000 Penalty: 5350.406738
	Iteration 25Q: 3 clusters Score -7091251 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7091496.000000 Penalty: 5350.406738
	Iteration 26Q: 3 clusters Score -7091496 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7091712.000000 Penalty: 5350.406738
	Iteration 27Q: 3 clusters Score -7091712 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7091884.000000 Penalty: 5350.406738
	Iteration 28Q: 3 clusters Score -7091884 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7092071.500000 Penalty: 5350.406738
	Iteration 29Q: 3 clusters Score -7092072 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7092206.000000 Penalty: 5350.406738
	Iteration 30Q: 3 clusters Score -7092206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7092317.500000 Penalty: 5350.406738
	Iteration 31Q: 3 clusters Score -7092318 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7092390.500000 Penalty: 5350.406738
	Iteration 32Q: 3 clusters Score -7092390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7092471.500000 Penalty: 5350.406738
	Iteration 33Q: 3 clusters Score -7092472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7092534.000000 Penalty: 5350.406738
	Iteration 34Q: 3 clusters Score -7092534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7092561.000000 Penalty: 5350.406738
	Iteration 35Q: 3 clusters Score -7092561 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7092599.000000 Penalty: 5350.406738
	Iteration 36Q: 3 clusters Score -7092599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7092629.000000 Penalty: 5350.406738
	Iteration 37Q: 3 clusters Score -7092629 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7092672.500000 Penalty: 5350.406738
	Iteration 38Q: 3 clusters Score -7092672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7092691.500000 Penalty: 5350.406738
	Iteration 39Q: 3 clusters Score -7092692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7092705.500000 Penalty: 5350.406738
	Iteration 40F: 3 clusters Score -7092706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7092714.000000 Penalty: 5350.406738
	Iteration 41Q: 3 clusters Score -7092714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7092721.500000 Penalty: 5350.406738
	Iteration 42Q: 3 clusters Score -7092722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7092725.500000 Penalty: 5350.406738
	Iteration 43Q: 3 clusters Score -7092726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7092736.500000 Penalty: 5350.406738
	Iteration 44Q: 3 clusters Score -7092736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7092744.000000 Penalty: 5350.406738
	Iteration 45Q: 3 clusters Score -7092744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7092751.000000 Penalty: 5350.406738
	Iteration 46Q: 3 clusters Score -7092751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7092755.000000 Penalty: 5350.406738
	Iteration 47Q: 3 clusters Score -7092755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7092764.500000 Penalty: 5350.406738
	Iteration 48Q: 3 clusters Score -7092764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7092762.000000 Penalty: 5350.406738
	Iteration 49Q: 3 clusters Score -7092762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7092764.500000 Penalty: 5350.406738
	Iteration 50Q: 3 clusters Score -7092764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7092763.500000 Penalty: 5350.406738
	Iteration 51Q: 3 clusters Score -7092764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7092766.000000 Penalty: 5350.406738
	Iteration 52Q: 3 clusters Score -7092766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7092769.500000 Penalty: 5350.406738
	Iteration 53Q: 3 clusters Score -7092770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7092774.000000 Penalty: 5350.406738
	Iteration 54Q: 3 clusters Score -7092774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7092782.500000 Penalty: 5350.406738
	Iteration 55Q: 3 clusters Score -7092782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7092780.500000 Penalty: 5350.406738
	Iteration 56Q: 3 clusters Score -7092780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7092780.500000 Penalty: 5350.406738
	Iteration 57F: 3 clusters Score -7092780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -2181460.000000 Penalty: 2383.210693
	Iteration 0F: 2 clusters Score -2181460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2170687.500000 Penalty: 4766.421387
	Iteration 0F: 3 clusters Score -2170688 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2174219.750000 Penalty: 4766.421387
	Iteration 1F: 3 clusters Score -2174220 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2174624.750000 Penalty: 4766.421387
	Iteration 2F: 3 clusters Score -2174625 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2174955.000000 Penalty: 4766.421387
	Iteration 3F: 3 clusters Score -2174955 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2175238.250000 Penalty: 4766.421387
	Iteration 4Q: 3 clusters Score -2175238 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2175504.000000 Penalty: 4766.421387
	Iteration 5Q: 3 clusters Score -2175504 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2175750.750000 Penalty: 4766.421387
	Iteration 6Q: 3 clusters Score -2175751 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2176022.250000 Penalty: 4766.421387
	Iteration 7Q: 3 clusters Score -2176022 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2176293.000000 Penalty: 4766.421387
	Iteration 8Q: 3 clusters Score -2176293 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2176603.750000 Penalty: 4766.421387
	Iteration 9Q: 3 clusters Score -2176604 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2176960.500000 Penalty: 4766.421387
	Iteration 10Q: 3 clusters Score -2176960 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2177291.500000 Penalty: 4766.421387
	Iteration 11Q: 3 clusters Score -2177292 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2177581.250000 Penalty: 4766.421387
	Iteration 12Q: 3 clusters Score -2177581 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2177821.750000 Penalty: 4766.421387
	Iteration 13Q: 3 clusters Score -2177822 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2177989.000000 Penalty: 4766.421387
	Iteration 14Q: 3 clusters Score -2177989 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2178125.000000 Penalty: 4766.421387
	Iteration 15Q: 3 clusters Score -2178125 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2178219.000000 Penalty: 4766.421387
	Iteration 16Q: 3 clusters Score -2178219 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2178276.250000 Penalty: 4766.421387
	Iteration 17Q: 3 clusters Score -2178276 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2178315.750000 Penalty: 4766.421387
	Iteration 18Q: 3 clusters Score -2178316 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2178346.000000 Penalty: 4766.421387
	Iteration 19Q: 3 clusters Score -2178346 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2178377.500000 Penalty: 4766.421387
	Iteration 20F: 3 clusters Score -2178378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2178400.750000 Penalty: 4766.421387
	Iteration 21Q: 3 clusters Score -2178401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2178410.250000 Penalty: 4766.421387
	Iteration 22Q: 3 clusters Score -2178410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2178429.750000 Penalty: 4766.421387
	Iteration 23Q: 3 clusters Score -2178430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2178439.000000 Penalty: 4766.421387
	Iteration 24Q: 3 clusters Score -2178439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2178440.500000 Penalty: 4766.421387
	Iteration 25Q: 3 clusters Score -2178440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2178442.000000 Penalty: 4766.421387
	Iteration 26Q: 3 clusters Score -2178442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2178450.500000 Penalty: 4766.421387
	Iteration 27Q: 3 clusters Score -2178450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2178457.500000 Penalty: 4766.421387
	Iteration 28Q: 3 clusters Score -2178458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2178470.250000 Penalty: 4766.421387
	Iteration 29Q: 3 clusters Score -2178470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2178474.500000 Penalty: 4766.421387
	Iteration 30Q: 3 clusters Score -2178474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2178478.250000 Penalty: 4766.421387
	Iteration 31Q: 3 clusters Score -2178478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2178479.500000 Penalty: 4766.421387
	Iteration 32Q: 3 clusters Score -2178480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2178479.750000 Penalty: 4766.421387
	Iteration 33Q: 3 clusters Score -2178480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2178484.000000 Penalty: 4766.421387
	Iteration 34Q: 3 clusters Score -2178484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2178485.000000 Penalty: 4766.421387
	Iteration 35Q: 3 clusters Score -2178485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2178489.500000 Penalty: 4766.421387
	Iteration 36Q: 3 clusters Score -2178490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2178493.500000 Penalty: 4766.421387
	Iteration 37Q: 3 clusters Score -2178494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2178493.250000 Penalty: 4766.421387
	Iteration 38Q: 3 clusters Score -2178493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2178496.000000 Penalty: 4766.421387
	Iteration 39Q: 3 clusters Score -2178496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2178505.500000 Penalty: 4766.421387
	Iteration 40F: 3 clusters Score -2178506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2178511.500000 Penalty: 4766.421387
	Iteration 41Q: 3 clusters Score -2178512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2178510.750000 Penalty: 4766.421387
	Iteration 42Q: 3 clusters Score -2178511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2178511.750000 Penalty: 4766.421387
	Iteration 43Q: 3 clusters Score -2178512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2178519.250000 Penalty: 4766.421387
	Iteration 44Q: 3 clusters Score -2178519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2178519.000000 Penalty: 4766.421387
	Iteration 45Q: 3 clusters Score -2178519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2178527.250000 Penalty: 4766.421387
	Iteration 46Q: 3 clusters Score -2178527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2178531.250000 Penalty: 4766.421387
	Iteration 47Q: 3 clusters Score -2178531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2178528.750000 Penalty: 4766.421387
	Iteration 48Q: 3 clusters Score -2178529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2178535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2178540.250000 Penalty: 4766.421387
	Iteration 50Q: 3 clusters Score -2178540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2178548 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2178558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2178563 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8801 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2178573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2178584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2178596.250000 Penalty: 4766.421387
	Iteration 56Q: 3 clusters Score -2178596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2178619.000000 Penalty: 4766.421387
	Iteration 57Q: 3 clusters Score -2178619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2178623.500000 Penalty: 4766.421387
	Iteration 58Q: 3 clusters Score -2178624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2178631.500000 Penalty: 4766.421387
	Iteration 59Q: 3 clusters Score -2178632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2178642.250000 Penalty: 4766.421387
	Iteration 60F: 3 clusters Score -2178642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2178650.250000 Penalty: 4766.421387
	Iteration 61Q: 3 clusters Score -2178650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2178656.000000 Penalty: 4766.421387
	Iteration 62Q: 3 clusters Score -2178656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2178657.000000 Penalty: 4766.421387
	Iteration 63Q: 3 clusters Score -2178657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2178665.000000 Penalty: 4766.421387
	Iteration 64Q: 3 clusters Score -2178665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2178667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2178669.000000 Penalty: 4766.421387
	Iteration 66Q: 3 clusters Score -2178669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2178679.250000 Penalty: 4766.421387
	Iteration 67Q: 3 clusters Score -2178679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2178688.250000 Penalty: 4766.421387
	Iteration 68Q: 3 clusters Score -2178688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2178693.750000 Penalty: 4766.421387
	Iteration 69Q: 3 clusters Score -2178694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2178699.250000 Penalty: 4766.421387
	Iteration 70Q: 3 clusters Score -2178699 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2178699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2178706.000000 Penalty: 4766.421387
	Iteration 72Q: 3 clusters Score -2178706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2178713.000000 Penalty: 4766.421387
	Iteration 73Q: 3 clusters Score -2178713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2178717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2178721.000000 Penalty: 4766.421387
	Iteration 75Q: 3 clusters Score -2178721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2178722.750000 Penalty: 4766.421387
	Iteration 76Q: 3 clusters Score -2178723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2178726.000000 Penalty: 4766.421387
	Iteration 77Q: 3 clusters Score -2178726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2178727.750000 Penalty: 4766.421387
	Iteration 78Q: 3 clusters Score -2178728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2178735.750000 Penalty: 4766.421387
	Iteration 79Q: 3 clusters Score -2178736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2178734.000000 Penalty: 4766.421387
	Iteration 80F: 3 clusters Score -2178734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2178739.500000 Penalty: 4766.421387
	Iteration 81Q: 3 clusters Score -2178740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2178742.500000 Penalty: 4766.421387
	Iteration 82Q: 3 clusters Score -2178742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2178744.750000 Penalty: 4766.421387
	Iteration 83Q: 3 clusters Score -2178745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2178750 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2178751.000000 Penalty: 4766.421387
	Iteration 85Q: 3 clusters Score -2178751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2178758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2178764.000000 Penalty: 4766.421387
	Iteration 87Q: 3 clusters Score -2178764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2178760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2178757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2178758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2178761.250000 Penalty: 4766.421387
	Iteration 91Q: 3 clusters Score -2178761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2178760.250000 Penalty: 4766.421387
	Iteration 92Q: 3 clusters Score -2178760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2178760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2178762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2178767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2178768.000000 Penalty: 4766.421387
	Iteration 96Q: 3 clusters Score -2178768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2178768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2178772.250000 Penalty: 4766.421387
	Iteration 98Q: 3 clusters Score -2178772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2178775.750000 Penalty: 4766.421387
	Iteration 99Q: 3 clusters Score -2178776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2178779.000000 Penalty: 4766.421387
	Iteration 100F: 3 clusters Score -2178779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2178780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2178782.000000 Penalty: 4766.421387
	Iteration 102Q: 3 clusters Score -2178782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2178783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2178784.000000 Penalty: 4766.421387
	Iteration 104Q: 3 clusters Score -2178784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2178785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2178783.500000 Penalty: 4766.421387
	Iteration 106Q: 3 clusters Score -2178784 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2178783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2178790.750000 Penalty: 4766.421387
	Iteration 108Q: 3 clusters Score -2178791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2178791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2178792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2178792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2178789.000000 Penalty: 4766.421387
	Iteration 112Q: 3 clusters Score -2178789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2178792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2178790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2178795.000000 Penalty: 4766.421387
	Iteration 115Q: 3 clusters Score -2178795 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2178795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2178795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2178796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2178793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2178798.250000 Penalty: 4766.421387
	Iteration 120F: 3 clusters Score -2178798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2178799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2178802.000000 Penalty: 4766.421387
	Iteration 122Q: 3 clusters Score -2178802 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2178796 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2178801.250000 Penalty: 4766.421387
	Iteration 124Q: 3 clusters Score -2178801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2178799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2178801 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2178799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2178798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2178803.500000 Penalty: 4766.421387
	Iteration 129Q: 3 clusters Score -2178804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2178810.250000 Penalty: 4766.421387
	Iteration 130Q: 3 clusters Score -2178810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2178809.000000 Penalty: 4766.421387
	Iteration 131Q: 3 clusters Score -2178809 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2178807.250000 Penalty: 4766.421387
	Iteration 132Q: 3 clusters Score -2178807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2178811.750000 Penalty: 4766.421387
	Iteration 133Q: 3 clusters Score -2178812 nChanged 4
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Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2178814.000000 Penalty: 4766.421387
	Iteration 134Q: 3 clusters Score -2178814 nChanged 5
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Mstep: Class 1 contains 10420 members 
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Entering Unmasked Estep 
Score: -2178812.250000 Penalty: 4766.421387
	Iteration 135Q: 3 clusters Score -2178812 nChanged 3
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Mstep: Class 1 contains 10421 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2178814 nChanged 3
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Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2178811 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10429 members 
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Entering Unmasked Estep 
Score: -2178816.500000 Penalty: 4766.421387
	Iteration 138Q: 3 clusters Score -2178816 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2178815.250000 Penalty: 4766.421387
	Iteration 139Q: 3 clusters Score -2178815 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2178816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2178815.250000 Penalty: 4766.421387
	Iteration 141Q: 3 clusters Score -2178815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2178820.000000 Penalty: 4766.421387
	Iteration 142Q: 3 clusters Score -2178820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2178816.750000 Penalty: 4766.421387
	Iteration 143Q: 3 clusters Score -2178817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2178822.000000 Penalty: 4766.421387
	Iteration 144Q: 3 clusters Score -2178822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2178828.500000 Penalty: 4766.421387
	Iteration 145Q: 3 clusters Score -2178828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2178826.500000 Penalty: 4766.421387
	Iteration 146Q: 3 clusters Score -2178826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2178826.250000 Penalty: 4766.421387
	Iteration 147Q: 3 clusters Score -2178826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2178826.750000 Penalty: 4766.421387
	Iteration 148Q: 3 clusters Score -2178827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2178829.500000 Penalty: 4766.421387
	Iteration 149Q: 3 clusters Score -2178830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2178830.750000 Penalty: 4766.421387
	Iteration 150Q: 3 clusters Score -2178831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2178830.250000 Penalty: 4766.421387
	Iteration 151Q: 3 clusters Score -2178830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2178834.250000 Penalty: 4766.421387
	Iteration 152Q: 3 clusters Score -2178834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2178831.250000 Penalty: 4766.421387
	Iteration 153Q: 3 clusters Score -2178831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2178837.500000 Penalty: 4766.421387
	Iteration 154Q: 3 clusters Score -2178838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2178841.500000 Penalty: 4766.421387
	Iteration 155Q: 3 clusters Score -2178842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2178847.000000 Penalty: 4766.421387
	Iteration 156Q: 3 clusters Score -2178847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2178851.500000 Penalty: 4766.421387
	Iteration 157Q: 3 clusters Score -2178852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2178854.250000 Penalty: 4766.421387
	Iteration 158Q: 3 clusters Score -2178854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2178857.000000 Penalty: 4766.421387
	Iteration 159Q: 3 clusters Score -2178857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2178864.500000 Penalty: 4766.421387
	Iteration 160F: 3 clusters Score -2178864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2178868.250000 Penalty: 4766.421387
	Iteration 161Q: 3 clusters Score -2178868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2178870.750000 Penalty: 4766.421387
	Iteration 162Q: 3 clusters Score -2178871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2178870.750000 Penalty: 4766.421387
	Iteration 163Q: 3 clusters Score -2178871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2178874.000000 Penalty: 4766.421387
	Iteration 164Q: 3 clusters Score -2178874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2178878.000000 Penalty: 4766.421387
	Iteration 165Q: 3 clusters Score -2178878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2178882.000000 Penalty: 4766.421387
	Iteration 166Q: 3 clusters Score -2178882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2178889.500000 Penalty: 4766.421387
	Iteration 167Q: 3 clusters Score -2178890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2178890.750000 Penalty: 4766.421387
	Iteration 168Q: 3 clusters Score -2178891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2178901.000000 Penalty: 4766.421387
	Iteration 169Q: 3 clusters Score -2178901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2178907.750000 Penalty: 4766.421387
	Iteration 170Q: 3 clusters Score -2178908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2178910.500000 Penalty: 4766.421387
	Iteration 171Q: 3 clusters Score -2178910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2178924.000000 Penalty: 4766.421387
	Iteration 172Q: 3 clusters Score -2178924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2178928.000000 Penalty: 4766.421387
	Iteration 173Q: 3 clusters Score -2178928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2178932.750000 Penalty: 4766.421387
	Iteration 174Q: 3 clusters Score -2178933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2178935.250000 Penalty: 4766.421387
	Iteration 175Q: 3 clusters Score -2178935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2178947.250000 Penalty: 4766.421387
	Iteration 176Q: 3 clusters Score -2178947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2178957.500000 Penalty: 4766.421387
	Iteration 177Q: 3 clusters Score -2178958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2178962.250000 Penalty: 4766.421387
	Iteration 178Q: 3 clusters Score -2178962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2178964.250000 Penalty: 4766.421387
	Iteration 179Q: 3 clusters Score -2178964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2178971.750000 Penalty: 4766.421387
	Iteration 180F: 3 clusters Score -2178972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2178971.500000 Penalty: 4766.421387
	Iteration 181Q: 3 clusters Score -2178972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2178976.750000 Penalty: 4766.421387
	Iteration 182Q: 3 clusters Score -2178977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2178974.250000 Penalty: 4766.421387
	Iteration 183Q: 3 clusters Score -2178974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2178976.250000 Penalty: 4766.421387
	Iteration 184Q: 3 clusters Score -2178976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2178979.500000 Penalty: 4766.421387
	Iteration 185Q: 3 clusters Score -2178980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2178982.250000 Penalty: 4766.421387
	Iteration 186Q: 3 clusters Score -2178982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2178990.500000 Penalty: 4766.421387
	Iteration 187Q: 3 clusters Score -2178990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2178996.250000 Penalty: 4766.421387
	Iteration 188Q: 3 clusters Score -2178996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2179001.250000 Penalty: 4766.421387
	Iteration 189Q: 3 clusters Score -2179001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2179009.250000 Penalty: 4766.421387
	Iteration 190Q: 3 clusters Score -2179009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2179022.750000 Penalty: 4766.421387
	Iteration 191Q: 3 clusters Score -2179023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2179055.000000 Penalty: 4766.421387
	Iteration 192Q: 3 clusters Score -2179055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2179098.000000 Penalty: 4766.421387
	Iteration 193Q: 3 clusters Score -2179098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2179138.750000 Penalty: 4766.421387
	Iteration 194Q: 3 clusters Score -2179139 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2179207.500000 Penalty: 4766.421387
	Iteration 195Q: 3 clusters Score -2179208 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2179327.750000 Penalty: 4766.421387
	Iteration 196Q: 3 clusters Score -2179328 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2179544.500000 Penalty: 4766.421387
	Iteration 197Q: 3 clusters Score -2179544 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2179828.000000 Penalty: 4766.421387
	Iteration 198Q: 3 clusters Score -2179828 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2179978.500000 Penalty: 4766.421387
	Iteration 199Q: 3 clusters Score -2179978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2180047.500000 Penalty: 4766.421387
	Iteration 200F: 3 clusters Score -2180048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2180078.000000 Penalty: 4766.421387
	Iteration 201Q: 3 clusters Score -2180078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2180095.500000 Penalty: 4766.421387
	Iteration 202Q: 3 clusters Score -2180096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2180095.250000 Penalty: 4766.421387
	Iteration 203Q: 3 clusters Score -2180095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2180097.500000 Penalty: 4766.421387
	Iteration 204Q: 3 clusters Score -2180098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2180103.250000 Penalty: 4766.421387
	Iteration 205Q: 3 clusters Score -2180103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2180107.500000 Penalty: 4766.421387
	Iteration 206Q: 3 clusters Score -2180108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2180109.250000 Penalty: 4766.421387
	Iteration 207Q: 3 clusters Score -2180109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2180111.250000 Penalty: 4766.421387
	Iteration 208Q: 3 clusters Score -2180111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2180110.750000 Penalty: 4766.421387
	Iteration 209Q: 3 clusters Score -2180111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2180108.500000 Penalty: 4766.421387
	Iteration 210Q: 3 clusters Score -2180108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2180111.500000 Penalty: 4766.421387
	Iteration 211Q: 3 clusters Score -2180112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2180110.500000 Penalty: 4766.421387
	Iteration 212Q: 3 clusters Score -2180110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2180117.750000 Penalty: 4766.421387
	Iteration 213Q: 3 clusters Score -2180118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2180115.750000 Penalty: 4766.421387
	Iteration 214Q: 3 clusters Score -2180116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2180117.250000 Penalty: 4766.421387
	Iteration 215Q: 3 clusters Score -2180117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2180119.250000 Penalty: 4766.421387
	Iteration 216Q: 3 clusters Score -2180119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2180116.250000 Penalty: 4766.421387
	Iteration 217Q: 3 clusters Score -2180116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2180119.250000 Penalty: 4766.421387
	Iteration 218Q: 3 clusters Score -2180119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2180118.750000 Penalty: 4766.421387
	Iteration 219Q: 3 clusters Score -2180119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2180118.750000 Penalty: 4766.421387
	Iteration 220F: 3 clusters Score -2180119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Entering Unmasked Estep 
Score: -1446798.000000 Penalty: 2284.758789
	Iteration 0F: 2 clusters Score -1446798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1439152.625000 Penalty: 4569.517578
	Iteration 0F: 3 clusters Score -1439153 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1441371.875000 Penalty: 4569.517578
	Iteration 1F: 3 clusters Score -1441372 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1441703.500000 Penalty: 4569.517578
	Iteration 2F: 3 clusters Score -1441704 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1441953.125000 Penalty: 4569.517578
	Iteration 3Q: 3 clusters Score -1441953 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1442144.000000 Penalty: 4569.517578
	Iteration 4Q: 3 clusters Score -1442144 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1442295.500000 Penalty: 4569.517578
	Iteration 5Q: 3 clusters Score -1442296 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1442431.375000 Penalty: 4569.517578
	Iteration 6Q: 3 clusters Score -1442431 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1442575.750000 Penalty: 4569.517578
	Iteration 7Q: 3 clusters Score -1442576 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1442726.750000 Penalty: 4569.517578
	Iteration 8Q: 3 clusters Score -1442727 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1442881.875000 Penalty: 4569.517578
	Iteration 9Q: 3 clusters Score -1442882 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1443075.875000 Penalty: 4569.517578
	Iteration 10Q: 3 clusters Score -1443076 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1443244.500000 Penalty: 4569.517578
	Iteration 11Q: 3 clusters Score -1443244 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1443418.875000 Penalty: 4569.517578
	Iteration 12Q: 3 clusters Score -1443419 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1443600.750000 Penalty: 4569.517578
	Iteration 13Q: 3 clusters Score -1443601 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1443815.125000 Penalty: 4569.517578
	Iteration 14Q: 3 clusters Score -1443815 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1444041.500000 Penalty: 4569.517578
	Iteration 15Q: 3 clusters Score -1444042 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1444228.250000 Penalty: 4569.517578
	Iteration 16Q: 3 clusters Score -1444228 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1444379.375000 Penalty: 4569.517578
	Iteration 17Q: 3 clusters Score -1444379 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1444506.500000 Penalty: 4569.517578
	Iteration 18Q: 3 clusters Score -1444506 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1444625.375000 Penalty: 4569.517578
	Iteration 19Q: 3 clusters Score -1444625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1444705.250000 Penalty: 4569.517578
	Iteration 20F: 3 clusters Score -1444705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1444772.250000 Penalty: 4569.517578
	Iteration 21Q: 3 clusters Score -1444772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1444820.375000 Penalty: 4569.517578
	Iteration 22Q: 3 clusters Score -1444820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1444850.375000 Penalty: 4569.517578
	Iteration 23Q: 3 clusters Score -1444850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1444869.250000 Penalty: 4569.517578
	Iteration 24Q: 3 clusters Score -1444869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1444888.375000 Penalty: 4569.517578
	Iteration 25Q: 3 clusters Score -1444888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1444919.375000 Penalty: 4569.517578
	Iteration 26Q: 3 clusters Score -1444919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1444945.875000 Penalty: 4569.517578
	Iteration 27Q: 3 clusters Score -1444946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1444965.250000 Penalty: 4569.517578
	Iteration 28Q: 3 clusters Score -1444965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1444977.625000 Penalty: 4569.517578
	Iteration 29Q: 3 clusters Score -1444978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1444988.500000 Penalty: 4569.517578
	Iteration 30Q: 3 clusters Score -1444988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1445001.250000 Penalty: 4569.517578
	Iteration 31Q: 3 clusters Score -1445001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1445022.125000 Penalty: 4569.517578
	Iteration 32Q: 3 clusters Score -1445022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1445026.375000 Penalty: 4569.517578
	Iteration 33Q: 3 clusters Score -1445026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1445032.750000 Penalty: 4569.517578
	Iteration 34Q: 3 clusters Score -1445033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1445037.375000 Penalty: 4569.517578
	Iteration 35Q: 3 clusters Score -1445037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1445048.875000 Penalty: 4569.517578
	Iteration 36Q: 3 clusters Score -1445049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1445054.250000 Penalty: 4569.517578
	Iteration 37Q: 3 clusters Score -1445054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1445054.500000 Penalty: 4569.517578
	Iteration 38Q: 3 clusters Score -1445054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1445057.375000 Penalty: 4569.517578
	Iteration 39Q: 3 clusters Score -1445057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1445058.875000 Penalty: 4569.517578
	Iteration 40F: 3 clusters Score -1445059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1445063.500000 Penalty: 4569.517578
	Iteration 41Q: 3 clusters Score -1445064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1445066.125000 Penalty: 4569.517578
	Iteration 42Q: 3 clusters Score -1445066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1445073.375000 Penalty: 4569.517578
	Iteration 43Q: 3 clusters Score -1445073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1445079.250000 Penalty: 4569.517578
	Iteration 44Q: 3 clusters Score -1445079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1445079.625000 Penalty: 4569.517578
	Iteration 45Q: 3 clusters Score -1445080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1445082.125000 Penalty: 4569.517578
	Iteration 46Q: 3 clusters Score -1445082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1445083.375000 Penalty: 4569.517578
	Iteration 47Q: 3 clusters Score -1445083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1445082.625000 Penalty: 4569.517578
	Iteration 48Q: 3 clusters Score -1445083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1445081.750000 Penalty: 4569.517578
	Iteration 49Q: 3 clusters Score -1445082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1445081.875000 Penalty: 4569.517578
	Iteration 50Q: 3 clusters Score -1445082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1445081.500000 Penalty: 4569.517578
	Iteration 51Q: 3 clusters Score -1445082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1445081.500000 Penalty: 4569.517578
	Iteration 52F: 3 clusters Score -1445082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -201360.625000 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -201360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -198989.234375 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -198989.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -199565.953125 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -199566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -199879.781250 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -199879.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -200112.234375 Penalty: 3695.815674
	Iteration 3F: 3 clusters Score -200112.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -200298.203125 Penalty: 3695.815674
	Iteration 4F: 3 clusters Score -200298.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -200426.406250 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -200426.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -200493.750000 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -200493.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -200526.140625 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -200526.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200539.203125 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -200539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -200567.703125 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -200567.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -200577.078125 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -200577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -200581.765625 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -200581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -200589.562500 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -200589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -200591.343750 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -200591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -200592.984375 Penalty: 3695.815674
	Iteration 14Q: 3 clusters Score -200593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -200594.703125 Penalty: 3695.815674
	Iteration 15Q: 3 clusters Score -200594.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -200598.203125 Penalty: 3695.815674
	Iteration 16Q: 3 clusters Score -200598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -200598.875000 Penalty: 3695.815674
	Iteration 17Q: 3 clusters Score -200598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -200598.875000 Penalty: 3695.815674
	Iteration 18F: 3 clusters Score -200598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185583 members 
Entering Unmasked Estep 
Score: -27745422.000000 Penalty: 3008.551758
	Iteration 0F: 2 clusters Score -2.774542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -27622608.000000 Penalty: 6017.103516
	Iteration 0F: 3 clusters Score -2.762261e+07 nChanged 89171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -27674220.000000 Penalty: 6017.103516
	Iteration 1F: 3 clusters Score -2.767422e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -27675012.000000 Penalty: 6017.103516
	Iteration 2Q: 3 clusters Score -2.767501e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 89975 members 
Entering Unmasked Estep 
Score: -27675804.000000 Penalty: 6017.103516
	Iteration 3Q: 3 clusters Score -2.76758e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -27676692.000000 Penalty: 6017.103516
	Iteration 4Q: 3 clusters Score -2.767669e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -27677610.000000 Penalty: 6017.103516
	Iteration 5Q: 3 clusters Score -2.767761e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -27678790.000000 Penalty: 6017.103516
	Iteration 6Q: 3 clusters Score -2.767879e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -27680406.000000 Penalty: 6017.103516
	Iteration 7Q: 3 clusters Score -2.768041e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -27683026.000000 Penalty: 6017.103516
	Iteration 8Q: 3 clusters Score -2.768303e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -27687602.000000 Penalty: 6017.103516
	Iteration 9Q: 3 clusters Score -2.76876e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130277 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -27694598.000000 Penalty: 6017.103516
	Iteration 10F: 3 clusters Score -2.76946e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143942 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -27705126.000000 Penalty: 6017.103516
	Iteration 11F: 3 clusters Score -2.770513e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -27717462.000000 Penalty: 6017.103516
	Iteration 12F: 3 clusters Score -2.771746e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -27728180.000000 Penalty: 6017.103516
	Iteration 13F: 3 clusters Score -2.772818e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177668 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -27735436.000000 Penalty: 6017.103516
	Iteration 14Q: 3 clusters Score -2.773544e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -27739368.000000 Penalty: 6017.103516
	Iteration 15Q: 3 clusters Score -2.773937e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -27741318.000000 Penalty: 6017.103516
	Iteration 16Q: 3 clusters Score -2.774132e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184899 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -27742146.000000 Penalty: 6017.103516
	Iteration 17Q: 3 clusters Score -2.774215e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -27742486.000000 Penalty: 6017.103516
	Iteration 18Q: 3 clusters Score -2.774249e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185244 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27742568.000000 Penalty: 6017.103516
	Iteration 19Q: 3 clusters Score -2.774257e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27742648.000000 Penalty: 6017.103516
	Iteration 20F: 3 clusters Score -2.774265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27742662.000000 Penalty: 6017.103516
	Iteration 21Q: 3 clusters Score -2.774266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27742682.000000 Penalty: 6017.103516
	Iteration 22Q: 3 clusters Score -2.774268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27742696.000000 Penalty: 6017.103516
	Iteration 23Q: 3 clusters Score -2.77427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185317 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27742702.000000 Penalty: 6017.103516
	Iteration 24Q: 3 clusters Score -2.77427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185321 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27742708.000000 Penalty: 6017.103516
	Iteration 25Q: 3 clusters Score -2.774271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27742720.000000 Penalty: 6017.103516
	Iteration 26Q: 3 clusters Score -2.774272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27742722.000000 Penalty: 6017.103516
	Iteration 27Q: 3 clusters Score -2.774272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185330 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27742734.000000 Penalty: 6017.103516
	Iteration 28Q: 3 clusters Score -2.774273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185333 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27742730.000000 Penalty: 6017.103516
	Iteration 29Q: 3 clusters Score -2.774273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27742732.000000 Penalty: 6017.103516
	Iteration 30Q: 3 clusters Score -2.774273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185338 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27742754.000000 Penalty: 6017.103516
	Iteration 31Q: 3 clusters Score -2.774275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185338 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27742746.000000 Penalty: 6017.103516
	Iteration 32Q: 3 clusters Score -2.774275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185339 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27742760.000000 Penalty: 6017.103516
	Iteration 33Q: 3 clusters Score -2.774276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27742758.000000 Penalty: 6017.103516
	Iteration 34Q: 3 clusters Score -2.774276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185341 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27742746.000000 Penalty: 6017.103516
	Iteration 35Q: 3 clusters Score -2.774275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185341 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27742746.000000 Penalty: 6017.103516
	Iteration 36F: 3 clusters Score -2.774275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -215153.203125 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -215153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -212883.593750 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -212883.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -213253.968750 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -213254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213350.421875 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -213350.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -213407.359375 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -213407.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -213442.234375 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -213442.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -213481.515625 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -213481.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -213499.218750 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -213499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -213502.218750 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -213502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -213508.156250 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -213508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -213516.312500 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -213516.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -213519.953125 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -213520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -213522.234375 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -213522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -213524.828125 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -213524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -213526.578125 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -213526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213527.265625 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -213527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213527.265625 Penalty: 3610.542236
	Iteration 15F: 3 clusters Score -213527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -41936.800781 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -41936.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40652.718750 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -40652.72 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40869.601562 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -40869.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40914.867188 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -40914.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40941.113281 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -40941.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40947.082031 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -40947.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40947.082031 Penalty: 2908.361084
	Iteration 5F: 3 clusters Score -40947.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Entering Unmasked Estep 
Score: -2931285.750000 Penalty: 2471.961914
	Iteration 0F: 2 clusters Score -2931286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2916427.750000 Penalty: 4943.923828
	Iteration 0F: 3 clusters Score -2916428 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2921682.250000 Penalty: 4943.923828
	Iteration 1F: 3 clusters Score -2921682 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2922324.750000 Penalty: 4943.923828
	Iteration 2F: 3 clusters Score -2922325 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2923022.750000 Penalty: 4943.923828
	Iteration 3F: 3 clusters Score -2923023 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2923839.750000 Penalty: 4943.923828
	Iteration 4F: 3 clusters Score -2923840 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2924690.750000 Penalty: 4943.923828
	Iteration 5F: 3 clusters Score -2924691 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2925476.750000 Penalty: 4943.923828
	Iteration 6F: 3 clusters Score -2925477 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2926209.750000 Penalty: 4943.923828
	Iteration 7F: 3 clusters Score -2926210 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2926765.000000 Penalty: 4943.923828
	Iteration 8Q: 3 clusters Score -2926765 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2927160.500000 Penalty: 4943.923828
	Iteration 9Q: 3 clusters Score -2927160 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2927421.500000 Penalty: 4943.923828
	Iteration 10Q: 3 clusters Score -2927422 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2927597.500000 Penalty: 4943.923828
	Iteration 11Q: 3 clusters Score -2927598 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2927712.750000 Penalty: 4943.923828
	Iteration 12Q: 3 clusters Score -2927713 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2927789.000000 Penalty: 4943.923828
	Iteration 13Q: 3 clusters Score -2927789 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2927858.250000 Penalty: 4943.923828
	Iteration 14Q: 3 clusters Score -2927858 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2927914.250000 Penalty: 4943.923828
	Iteration 15Q: 3 clusters Score -2927914 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2927957.000000 Penalty: 4943.923828
	Iteration 16Q: 3 clusters Score -2927957 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2928000.250000 Penalty: 4943.923828
	Iteration 17Q: 3 clusters Score -2928000 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2928012.250000 Penalty: 4943.923828
	Iteration 18Q: 3 clusters Score -2928012 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2928041.750000 Penalty: 4943.923828
	Iteration 19Q: 3 clusters Score -2928042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2928060.000000 Penalty: 4943.923828
	Iteration 20F: 3 clusters Score -2928060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2928073.500000 Penalty: 4943.923828
	Iteration 21Q: 3 clusters Score -2928074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2928096.500000 Penalty: 4943.923828
	Iteration 22Q: 3 clusters Score -2928096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2928104.500000 Penalty: 4943.923828
	Iteration 23Q: 3 clusters Score -2928104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2928108.500000 Penalty: 4943.923828
	Iteration 24Q: 3 clusters Score -2928108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2928117.750000 Penalty: 4943.923828
	Iteration 25Q: 3 clusters Score -2928118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2928133.500000 Penalty: 4943.923828
	Iteration 26Q: 3 clusters Score -2928134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2928143.000000 Penalty: 4943.923828
	Iteration 27Q: 3 clusters Score -2928143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2928164.500000 Penalty: 4943.923828
	Iteration 28Q: 3 clusters Score -2928164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2928185.000000 Penalty: 4943.923828
	Iteration 29Q: 3 clusters Score -2928185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2928202.250000 Penalty: 4943.923828
	Iteration 30Q: 3 clusters Score -2928202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2928215.250000 Penalty: 4943.923828
	Iteration 31Q: 3 clusters Score -2928215 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2928229.000000 Penalty: 4943.923828
	Iteration 32Q: 3 clusters Score -2928229 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2928244.000000 Penalty: 4943.923828
	Iteration 33Q: 3 clusters Score -2928244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2928270.500000 Penalty: 4943.923828
	Iteration 34Q: 3 clusters Score -2928270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2928283.500000 Penalty: 4943.923828
	Iteration 35Q: 3 clusters Score -2928284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2928313.250000 Penalty: 4943.923828
	Iteration 36Q: 3 clusters Score -2928313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2928330.750000 Penalty: 4943.923828
	Iteration 37Q: 3 clusters Score -2928331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2928334.000000 Penalty: 4943.923828
	Iteration 38Q: 3 clusters Score -2928334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2928353.500000 Penalty: 4943.923828
	Iteration 39Q: 3 clusters Score -2928354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2928362.750000 Penalty: 4943.923828
	Iteration 40F: 3 clusters Score -2928363 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2928382.000000 Penalty: 4943.923828
	Iteration 41Q: 3 clusters Score -2928382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2928403.250000 Penalty: 4943.923828
	Iteration 42Q: 3 clusters Score -2928403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2928422.750000 Penalty: 4943.923828
	Iteration 43Q: 3 clusters Score -2928423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2928442.000000 Penalty: 4943.923828
	Iteration 44Q: 3 clusters Score -2928442 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2928457.250000 Penalty: 4943.923828
	Iteration 45Q: 3 clusters Score -2928457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2928475.000000 Penalty: 4943.923828
	Iteration 46Q: 3 clusters Score -2928475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2928490.500000 Penalty: 4943.923828
	Iteration 47Q: 3 clusters Score -2928490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2928493.500000 Penalty: 4943.923828
	Iteration 48Q: 3 clusters Score -2928494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2928518.750000 Penalty: 4943.923828
	Iteration 49Q: 3 clusters Score -2928519 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2928527.500000 Penalty: 4943.923828
	Iteration 50Q: 3 clusters Score -2928528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2928547.750000 Penalty: 4943.923828
	Iteration 51Q: 3 clusters Score -2928548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2928559.250000 Penalty: 4943.923828
	Iteration 52Q: 3 clusters Score -2928559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2928571.000000 Penalty: 4943.923828
	Iteration 53Q: 3 clusters Score -2928571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2928592.750000 Penalty: 4943.923828
	Iteration 54Q: 3 clusters Score -2928593 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2928602.250000 Penalty: 4943.923828
	Iteration 55Q: 3 clusters Score -2928602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2928628.250000 Penalty: 4943.923828
	Iteration 56Q: 3 clusters Score -2928628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2928637.500000 Penalty: 4943.923828
	Iteration 57Q: 3 clusters Score -2928638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2928652.000000 Penalty: 4943.923828
	Iteration 58Q: 3 clusters Score -2928652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2928650.750000 Penalty: 4943.923828
	Iteration 59Q: 3 clusters Score -2928651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2928666.250000 Penalty: 4943.923828
	Iteration 60F: 3 clusters Score -2928666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2928678.500000 Penalty: 4943.923828
	Iteration 61Q: 3 clusters Score -2928678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2928678.250000 Penalty: 4943.923828
	Iteration 62Q: 3 clusters Score -2928678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2928693.000000 Penalty: 4943.923828
	Iteration 63Q: 3 clusters Score -2928693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2928710.500000 Penalty: 4943.923828
	Iteration 64Q: 3 clusters Score -2928710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2928718.750000 Penalty: 4943.923828
	Iteration 65Q: 3 clusters Score -2928719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2928724.250000 Penalty: 4943.923828
	Iteration 66Q: 3 clusters Score -2928724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2928742.000000 Penalty: 4943.923828
	Iteration 67Q: 3 clusters Score -2928742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2928753.000000 Penalty: 4943.923828
	Iteration 68Q: 3 clusters Score -2928753 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2928775.250000 Penalty: 4943.923828
	Iteration 69Q: 3 clusters Score -2928775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2928780.500000 Penalty: 4943.923828
	Iteration 70Q: 3 clusters Score -2928780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2928795.250000 Penalty: 4943.923828
	Iteration 71Q: 3 clusters Score -2928795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2928807.000000 Penalty: 4943.923828
	Iteration 72Q: 3 clusters Score -2928807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2928817.500000 Penalty: 4943.923828
	Iteration 73Q: 3 clusters Score -2928818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2928827.750000 Penalty: 4943.923828
	Iteration 74Q: 3 clusters Score -2928828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2928844.250000 Penalty: 4943.923828
	Iteration 75Q: 3 clusters Score -2928844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2928862.250000 Penalty: 4943.923828
	Iteration 76Q: 3 clusters Score -2928862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2928878.500000 Penalty: 4943.923828
	Iteration 77Q: 3 clusters Score -2928878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2928913.750000 Penalty: 4943.923828
	Iteration 78Q: 3 clusters Score -2928914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2928940.000000 Penalty: 4943.923828
	Iteration 79Q: 3 clusters Score -2928940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2928964.750000 Penalty: 4943.923828
	Iteration 80F: 3 clusters Score -2928965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2928991.500000 Penalty: 4943.923828
	Iteration 81Q: 3 clusters Score -2928992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2929029.000000 Penalty: 4943.923828
	Iteration 82Q: 3 clusters Score -2929029 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2929055.750000 Penalty: 4943.923828
	Iteration 83Q: 3 clusters Score -2929056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2929091.500000 Penalty: 4943.923828
	Iteration 84Q: 3 clusters Score -2929092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2929115.750000 Penalty: 4943.923828
	Iteration 85Q: 3 clusters Score -2929116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2929135.500000 Penalty: 4943.923828
	Iteration 86Q: 3 clusters Score -2929136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2929155.000000 Penalty: 4943.923828
	Iteration 87Q: 3 clusters Score -2929155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2929176.500000 Penalty: 4943.923828
	Iteration 88Q: 3 clusters Score -2929176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2929185.250000 Penalty: 4943.923828
	Iteration 89Q: 3 clusters Score -2929185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2929198.000000 Penalty: 4943.923828
	Iteration 90Q: 3 clusters Score -2929198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2929208.750000 Penalty: 4943.923828
	Iteration 91Q: 3 clusters Score -2929209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2929217.500000 Penalty: 4943.923828
	Iteration 92Q: 3 clusters Score -2929218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2929227.750000 Penalty: 4943.923828
	Iteration 93Q: 3 clusters Score -2929228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2929248.250000 Penalty: 4943.923828
	Iteration 94Q: 3 clusters Score -2929248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2929252.500000 Penalty: 4943.923828
	Iteration 95Q: 3 clusters Score -2929252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2929260.000000 Penalty: 4943.923828
	Iteration 96Q: 3 clusters Score -2929260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2929266.000000 Penalty: 4943.923828
	Iteration 97Q: 3 clusters Score -2929266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2929281.000000 Penalty: 4943.923828
	Iteration 98Q: 3 clusters Score -2929281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2929289.500000 Penalty: 4943.923828
	Iteration 99Q: 3 clusters Score -2929290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2929300.250000 Penalty: 4943.923828
	Iteration 100F: 3 clusters Score -2929300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2929310.500000 Penalty: 4943.923828
	Iteration 101Q: 3 clusters Score -2929310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2929321.500000 Penalty: 4943.923828
	Iteration 102Q: 3 clusters Score -2929322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2929339.500000 Penalty: 4943.923828
	Iteration 103Q: 3 clusters Score -2929340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2929347.250000 Penalty: 4943.923828
	Iteration 104Q: 3 clusters Score -2929347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2929352.500000 Penalty: 4943.923828
	Iteration 105Q: 3 clusters Score -2929352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2929353.500000 Penalty: 4943.923828
	Iteration 106Q: 3 clusters Score -2929354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2929357.000000 Penalty: 4943.923828
	Iteration 107Q: 3 clusters Score -2929357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2929363.500000 Penalty: 4943.923828
	Iteration 108Q: 3 clusters Score -2929364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2929369.000000 Penalty: 4943.923828
	Iteration 109Q: 3 clusters Score -2929369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2929367.750000 Penalty: 4943.923828
	Iteration 110Q: 3 clusters Score -2929368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2929375.500000 Penalty: 4943.923828
	Iteration 111Q: 3 clusters Score -2929376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2929379.000000 Penalty: 4943.923828
	Iteration 112Q: 3 clusters Score -2929379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2929384.000000 Penalty: 4943.923828
	Iteration 113Q: 3 clusters Score -2929384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2929383.250000 Penalty: 4943.923828
	Iteration 114Q: 3 clusters Score -2929383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2929392.750000 Penalty: 4943.923828
	Iteration 115Q: 3 clusters Score -2929393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2929391.500000 Penalty: 4943.923828
	Iteration 116Q: 3 clusters Score -2929392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2929392.250000 Penalty: 4943.923828
	Iteration 117Q: 3 clusters Score -2929392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2929393.000000 Penalty: 4943.923828
	Iteration 118Q: 3 clusters Score -2929393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2929393.000000 Penalty: 4943.923828
	Iteration 119F: 3 clusters Score -2929393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -1120506.625000 Penalty: 2217.373535
	Iteration 0F: 2 clusters Score -1120507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1114309.875000 Penalty: 4434.747070
	Iteration 0F: 3 clusters Score -1114310 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1116017.750000 Penalty: 4434.747070
	Iteration 1F: 3 clusters Score -1116018 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1116319.125000 Penalty: 4434.747070
	Iteration 2F: 3 clusters Score -1116319 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1116560.500000 Penalty: 4434.747070
	Iteration 3F: 3 clusters Score -1116560 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1116793.250000 Penalty: 4434.747070
	Iteration 4Q: 3 clusters Score -1116793 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1117000.125000 Penalty: 4434.747070
	Iteration 5Q: 3 clusters Score -1117000 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1117192.500000 Penalty: 4434.747070
	Iteration 6Q: 3 clusters Score -1117192 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1117372.375000 Penalty: 4434.747070
	Iteration 7Q: 3 clusters Score -1117372 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1117552.375000 Penalty: 4434.747070
	Iteration 8Q: 3 clusters Score -1117552 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1117735.625000 Penalty: 4434.747070
	Iteration 9Q: 3 clusters Score -1117736 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1117945.875000 Penalty: 4434.747070
	Iteration 10Q: 3 clusters Score -1117946 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1118110.375000 Penalty: 4434.747070
	Iteration 11Q: 3 clusters Score -1118110 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1118224.625000 Penalty: 4434.747070
	Iteration 12Q: 3 clusters Score -1118225 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1118317.125000 Penalty: 4434.747070
	Iteration 13Q: 3 clusters Score -1118317 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1118391.250000 Penalty: 4434.747070
	Iteration 14Q: 3 clusters Score -1118391 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1118450.250000 Penalty: 4434.747070
	Iteration 15Q: 3 clusters Score -1118450 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1118509.125000 Penalty: 4434.747070
	Iteration 16Q: 3 clusters Score -1118509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1118546.250000 Penalty: 4434.747070
	Iteration 17Q: 3 clusters Score -1118546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1118578.750000 Penalty: 4434.747070
	Iteration 18Q: 3 clusters Score -1118579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1118607.500000 Penalty: 4434.747070
	Iteration 19Q: 3 clusters Score -1118608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1118620.750000 Penalty: 4434.747070
	Iteration 20F: 3 clusters Score -1118621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1118634.875000 Penalty: 4434.747070
	Iteration 21Q: 3 clusters Score -1118635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1118645.750000 Penalty: 4434.747070
	Iteration 22Q: 3 clusters Score -1118646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1118658.000000 Penalty: 4434.747070
	Iteration 23Q: 3 clusters Score -1118658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1118664.625000 Penalty: 4434.747070
	Iteration 24Q: 3 clusters Score -1118665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1118668.000000 Penalty: 4434.747070
	Iteration 25Q: 3 clusters Score -1118668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1118672.625000 Penalty: 4434.747070
	Iteration 26Q: 3 clusters Score -1118673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1118672.875000 Penalty: 4434.747070
	Iteration 27Q: 3 clusters Score -1118673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1118675.625000 Penalty: 4434.747070
	Iteration 28Q: 3 clusters Score -1118676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1118676.125000 Penalty: 4434.747070
	Iteration 29Q: 3 clusters Score -1118676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1118677.000000 Penalty: 4434.747070
	Iteration 30Q: 3 clusters Score -1118677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1118682.375000 Penalty: 4434.747070
	Iteration 31Q: 3 clusters Score -1118682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1118683.750000 Penalty: 4434.747070
	Iteration 32Q: 3 clusters Score -1118684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1118688.375000 Penalty: 4434.747070
	Iteration 33Q: 3 clusters Score -1118688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1118694.875000 Penalty: 4434.747070
	Iteration 34Q: 3 clusters Score -1118695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1118701.125000 Penalty: 4434.747070
	Iteration 35Q: 3 clusters Score -1118701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1118709.500000 Penalty: 4434.747070
	Iteration 36Q: 3 clusters Score -1118710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1118719.250000 Penalty: 4434.747070
	Iteration 37Q: 3 clusters Score -1118719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1118731.000000 Penalty: 4434.747070
	Iteration 38Q: 3 clusters Score -1118731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1118738.000000 Penalty: 4434.747070
	Iteration 39Q: 3 clusters Score -1118738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1118747.375000 Penalty: 4434.747070
	Iteration 40F: 3 clusters Score -1118747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1118757.750000 Penalty: 4434.747070
	Iteration 41Q: 3 clusters Score -1118758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1118766.000000 Penalty: 4434.747070
	Iteration 42Q: 3 clusters Score -1118766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1118772.250000 Penalty: 4434.747070
	Iteration 43Q: 3 clusters Score -1118772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1118780.000000 Penalty: 4434.747070
	Iteration 44Q: 3 clusters Score -1118780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1118783.250000 Penalty: 4434.747070
	Iteration 45Q: 3 clusters Score -1118783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1118792.875000 Penalty: 4434.747070
	Iteration 46Q: 3 clusters Score -1118793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1118798.375000 Penalty: 4434.747070
	Iteration 47Q: 3 clusters Score -1118798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1118804.625000 Penalty: 4434.747070
	Iteration 48Q: 3 clusters Score -1118805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1118805.625000 Penalty: 4434.747070
	Iteration 49Q: 3 clusters Score -1118806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1118806.375000 Penalty: 4434.747070
	Iteration 50Q: 3 clusters Score -1118806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1118812.250000 Penalty: 4434.747070
	Iteration 51Q: 3 clusters Score -1118812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1118819.250000 Penalty: 4434.747070
	Iteration 52Q: 3 clusters Score -1118819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1118823.500000 Penalty: 4434.747070
	Iteration 53Q: 3 clusters Score -1118824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1118827.000000 Penalty: 4434.747070
	Iteration 54Q: 3 clusters Score -1118827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1118831.500000 Penalty: 4434.747070
	Iteration 55Q: 3 clusters Score -1118832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1118833.250000 Penalty: 4434.747070
	Iteration 56Q: 3 clusters Score -1118833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1118839.125000 Penalty: 4434.747070
	Iteration 57Q: 3 clusters Score -1118839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1118838.875000 Penalty: 4434.747070
	Iteration 58Q: 3 clusters Score -1118839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1118840.250000 Penalty: 4434.747070
	Iteration 59Q: 3 clusters Score -1118840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1118844.750000 Penalty: 4434.747070
	Iteration 60F: 3 clusters Score -1118845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Entering Unmasked Estep 
Score: -1999396.375000 Penalty: 2360.165283
	Iteration 0F: 2 clusters Score -1999396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1989376.375000 Penalty: 4720.330566
	Iteration 0F: 3 clusters Score -1989376 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1992506.250000 Penalty: 4720.330566
	Iteration 1F: 3 clusters Score -1992506 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1992906.750000 Penalty: 4720.330566
	Iteration 2F: 3 clusters Score -1992907 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1993313.875000 Penalty: 4720.330566
	Iteration 3F: 3 clusters Score -1993314 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1993703.250000 Penalty: 4720.330566
	Iteration 4F: 3 clusters Score -1993703 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1994107.875000 Penalty: 4720.330566
	Iteration 5F: 3 clusters Score -1994108 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1994572.500000 Penalty: 4720.330566
	Iteration 6F: 3 clusters Score -1994572 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1995067.875000 Penalty: 4720.330566
	Iteration 7F: 3 clusters Score -1995068 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1995566.750000 Penalty: 4720.330566
	Iteration 8Q: 3 clusters Score -1995567 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1996016.000000 Penalty: 4720.330566
	Iteration 9Q: 3 clusters Score -1996016 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1996392.250000 Penalty: 4720.330566
	Iteration 10Q: 3 clusters Score -1996392 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1996692.125000 Penalty: 4720.330566
	Iteration 11Q: 3 clusters Score -1996692 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1996918.375000 Penalty: 4720.330566
	Iteration 12Q: 3 clusters Score -1996918 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1997080.250000 Penalty: 4720.330566
	Iteration 13Q: 3 clusters Score -1997080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1997185.750000 Penalty: 4720.330566
	Iteration 14Q: 3 clusters Score -1997186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1997227.000000 Penalty: 4720.330566
	Iteration 15Q: 3 clusters Score -1997227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1997252.375000 Penalty: 4720.330566
	Iteration 16Q: 3 clusters Score -1997252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1997275.500000 Penalty: 4720.330566
	Iteration 17Q: 3 clusters Score -1997276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1997287.375000 Penalty: 4720.330566
	Iteration 18Q: 3 clusters Score -1997287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1997302.375000 Penalty: 4720.330566
	Iteration 19Q: 3 clusters Score -1997302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1997314.125000 Penalty: 4720.330566
	Iteration 20F: 3 clusters Score -1997314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1997320.875000 Penalty: 4720.330566
	Iteration 21Q: 3 clusters Score -1997321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1997329.250000 Penalty: 4720.330566
	Iteration 22Q: 3 clusters Score -1997329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1997332.375000 Penalty: 4720.330566
	Iteration 23Q: 3 clusters Score -1997332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1997330.125000 Penalty: 4720.330566
	Iteration 24Q: 3 clusters Score -1997330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1997330.125000 Penalty: 4720.330566
	Iteration 25F: 3 clusters Score -1997330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -116697.968750 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -116698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114949.789062 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -114949.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115712.226562 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -115712.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -116384.828125 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -116384.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -116988.023438 Penalty: 3351.438477
	Iteration 3F: 3 clusters Score -116988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -117816.914062 Penalty: 3351.438477
	Iteration 4F: 3 clusters Score -117816.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -118209.546875 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -118209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -118385.203125 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -118385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -118403.843750 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -118403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -118403.843750 Penalty: 3351.438477
	Iteration 8F: 3 clusters Score -118403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 185583 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 53312 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 62328 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 28892 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122793 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 181 members 
Entering Unmasked Estep 
Score: -95470896.000000 Penalty: 99711.382812
Splitting cluster 11 changes total score from -95470464.000000 to -95470896.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (35382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Entering Unmasked Estep 
Score: -4924594.000000 Penalty: 2597.541748
	Iteration 0F: 2 clusters Score -4924594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -4900668.000000 Penalty: 5195.083496
	Iteration 0F: 3 clusters Score -4900668 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4909495.500000 Penalty: 5195.083496
	Iteration 1F: 3 clusters Score -4909496 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4910155.500000 Penalty: 5195.083496
	Iteration 2Q: 3 clusters Score -4910156 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4910874.000000 Penalty: 5195.083496
	Iteration 3Q: 3 clusters Score -4910874 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4911807.500000 Penalty: 5195.083496
	Iteration 4F: 3 clusters Score -4911808 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4912931.000000 Penalty: 5195.083496
	Iteration 5F: 3 clusters Score -4912931 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -4914176.000000 Penalty: 5195.083496
	Iteration 6F: 3 clusters Score -4914176 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4915506.000000 Penalty: 5195.083496
	Iteration 7F: 3 clusters Score -4915506 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -4916974.000000 Penalty: 5195.083496
	Iteration 8F: 3 clusters Score -4916974 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4918294.500000 Penalty: 5195.083496
	Iteration 9Q: 3 clusters Score -4918294 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -4919460.000000 Penalty: 5195.083496
	Iteration 10Q: 3 clusters Score -4919460 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4920325.500000 Penalty: 5195.083496
	Iteration 11Q: 3 clusters Score -4920326 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4921004.500000 Penalty: 5195.083496
	Iteration 12Q: 3 clusters Score -4921004 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4921497.500000 Penalty: 5195.083496
	Iteration 13Q: 3 clusters Score -4921498 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4921822.500000 Penalty: 5195.083496
	Iteration 14Q: 3 clusters Score -4921822 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4922102.000000 Penalty: 5195.083496
	Iteration 15Q: 3 clusters Score -4922102 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4922333.500000 Penalty: 5195.083496
	Iteration 16Q: 3 clusters Score -4922334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4922500.000000 Penalty: 5195.083496
	Iteration 17Q: 3 clusters Score -4922500 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4922657.500000 Penalty: 5195.083496
	Iteration 18Q: 3 clusters Score -4922658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4922848.000000 Penalty: 5195.083496
	Iteration 19Q: 3 clusters Score -4922848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4923016.000000 Penalty: 5195.083496
	Iteration 20F: 3 clusters Score -4923016 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4923156.000000 Penalty: 5195.083496
	Iteration 21Q: 3 clusters Score -4923156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4923261.000000 Penalty: 5195.083496
	Iteration 22Q: 3 clusters Score -4923261 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4923378.500000 Penalty: 5195.083496
	Iteration 23Q: 3 clusters Score -4923378 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4923502.000000 Penalty: 5195.083496
	Iteration 24Q: 3 clusters Score -4923502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4923615.500000 Penalty: 5195.083496
	Iteration 25Q: 3 clusters Score -4923616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4923708.500000 Penalty: 5195.083496
	Iteration 26Q: 3 clusters Score -4923708 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4923770.500000 Penalty: 5195.083496
	Iteration 27Q: 3 clusters Score -4923770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4923819.500000 Penalty: 5195.083496
	Iteration 28Q: 3 clusters Score -4923820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4923850.000000 Penalty: 5195.083496
	Iteration 29Q: 3 clusters Score -4923850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4923879.500000 Penalty: 5195.083496
	Iteration 30Q: 3 clusters Score -4923880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4923891.500000 Penalty: 5195.083496
	Iteration 31Q: 3 clusters Score -4923892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4923911.500000 Penalty: 5195.083496
	Iteration 32Q: 3 clusters Score -4923912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4923928.000000 Penalty: 5195.083496
	Iteration 33Q: 3 clusters Score -4923928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4923944.000000 Penalty: 5195.083496
	Iteration 34Q: 3 clusters Score -4923944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4923942.500000 Penalty: 5195.083496
	Iteration 35Q: 3 clusters Score -4923942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4923950.500000 Penalty: 5195.083496
	Iteration 36Q: 3 clusters Score -4923950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4923970.500000 Penalty: 5195.083496
	Iteration 37Q: 3 clusters Score -4923970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4923974.000000 Penalty: 5195.083496
	Iteration 38Q: 3 clusters Score -4923974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4923982.000000 Penalty: 5195.083496
	Iteration 39Q: 3 clusters Score -4923982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4924040.500000 Penalty: 5195.083496
	Iteration 40F: 3 clusters Score -4924040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4924078.000000 Penalty: 5195.083496
	Iteration 41Q: 3 clusters Score -4924078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4924097.500000 Penalty: 5195.083496
	Iteration 42Q: 3 clusters Score -4924098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4924113.500000 Penalty: 5195.083496
	Iteration 43Q: 3 clusters Score -4924114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4924140.000000 Penalty: 5195.083496
	Iteration 44Q: 3 clusters Score -4924140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4924149.500000 Penalty: 5195.083496
	Iteration 45Q: 3 clusters Score -4924150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4924163.000000 Penalty: 5195.083496
	Iteration 46Q: 3 clusters Score -4924163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4924181.000000 Penalty: 5195.083496
	Iteration 47Q: 3 clusters Score -4924181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4924203.500000 Penalty: 5195.083496
	Iteration 48Q: 3 clusters Score -4924204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4924226.500000 Penalty: 5195.083496
	Iteration 49Q: 3 clusters Score -4924226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4924244.500000 Penalty: 5195.083496
	Iteration 50Q: 3 clusters Score -4924244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4924264.000000 Penalty: 5195.083496
	Iteration 51Q: 3 clusters Score -4924264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4924272.500000 Penalty: 5195.083496
	Iteration 52Q: 3 clusters Score -4924272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4924283.000000 Penalty: 5195.083496
	Iteration 53Q: 3 clusters Score -4924283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4924295.000000 Penalty: 5195.083496
	Iteration 54Q: 3 clusters Score -4924295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4924309.000000 Penalty: 5195.083496
	Iteration 55Q: 3 clusters Score -4924309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4924313.500000 Penalty: 5195.083496
	Iteration 56Q: 3 clusters Score -4924314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4924324.500000 Penalty: 5195.083496
	Iteration 57Q: 3 clusters Score -4924324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4924330.500000 Penalty: 5195.083496
	Iteration 58Q: 3 clusters Score -4924330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4924339.000000 Penalty: 5195.083496
	Iteration 59Q: 3 clusters Score -4924339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4924344.500000 Penalty: 5195.083496
	Iteration 60F: 3 clusters Score -4924344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4924348.500000 Penalty: 5195.083496
	Iteration 61Q: 3 clusters Score -4924348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4924352.500000 Penalty: 5195.083496
	Iteration 62Q: 3 clusters Score -4924352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4924362.500000 Penalty: 5195.083496
	Iteration 63Q: 3 clusters Score -4924362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4924363.000000 Penalty: 5195.083496
	Iteration 64Q: 3 clusters Score -4924363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4924362.000000 Penalty: 5195.083496
	Iteration 65Q: 3 clusters Score -4924362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4924365.000000 Penalty: 5195.083496
	Iteration 66Q: 3 clusters Score -4924365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4924366.000000 Penalty: 5195.083496
	Iteration 67Q: 3 clusters Score -4924366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4924366.500000 Penalty: 5195.083496
	Iteration 68Q: 3 clusters Score -4924366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4924365.000000 Penalty: 5195.083496
	Iteration 69Q: 3 clusters Score -4924365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4924358.500000 Penalty: 5195.083496
	Iteration 70Q: 3 clusters Score -4924358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4924366.500000 Penalty: 5195.083496
	Iteration 71Q: 3 clusters Score -4924366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4924372.500000 Penalty: 5195.083496
	Iteration 72Q: 3 clusters Score -4924372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4924382.000000 Penalty: 5195.083496
	Iteration 73Q: 3 clusters Score -4924382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4924391.500000 Penalty: 5195.083496
	Iteration 74Q: 3 clusters Score -4924392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4924385.500000 Penalty: 5195.083496
	Iteration 75Q: 3 clusters Score -4924386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4924393.500000 Penalty: 5195.083496
	Iteration 76Q: 3 clusters Score -4924394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4924387.500000 Penalty: 5195.083496
	Iteration 77Q: 3 clusters Score -4924388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4924395.500000 Penalty: 5195.083496
	Iteration 78Q: 3 clusters Score -4924396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4924404.500000 Penalty: 5195.083496
	Iteration 79Q: 3 clusters Score -4924404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4924392.500000 Penalty: 5195.083496
	Iteration 80F: 3 clusters Score -4924392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4924404.000000 Penalty: 5195.083496
	Iteration 81Q: 3 clusters Score -4924404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4924399.500000 Penalty: 5195.083496
	Iteration 82Q: 3 clusters Score -4924400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4924392.500000 Penalty: 5195.083496
	Iteration 83Q: 3 clusters Score -4924392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4924400.500000 Penalty: 5195.083496
	Iteration 84Q: 3 clusters Score -4924400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4924401.500000 Penalty: 5195.083496
	Iteration 85Q: 3 clusters Score -4924402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4924401.000000 Penalty: 5195.083496
	Iteration 86Q: 3 clusters Score -4924401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4924408.500000 Penalty: 5195.083496
	Iteration 87Q: 3 clusters Score -4924408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4924410.000000 Penalty: 5195.083496
	Iteration 88Q: 3 clusters Score -4924410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4924410.000000 Penalty: 5195.083496
	Iteration 89Q: 3 clusters Score -4924410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4924412.500000 Penalty: 5195.083496
	Iteration 90Q: 3 clusters Score -4924412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4924416.500000 Penalty: 5195.083496
	Iteration 91Q: 3 clusters Score -4924416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4924416.500000 Penalty: 5195.083496
	Iteration 92F: 3 clusters Score -4924416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Entering Unmasked Estep 
Score: -7985704.000000 Penalty: 2699.211426
	Iteration 0F: 2 clusters Score -7985704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -7949844.000000 Penalty: 5398.422852
	Iteration 0F: 3 clusters Score -7949844 nChanged 24626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -7963831.000000 Penalty: 5398.422852
	Iteration 1F: 3 clusters Score -7963831 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -7964577.500000 Penalty: 5398.422852
	Iteration 2Q: 3 clusters Score -7964578 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -7965499.000000 Penalty: 5398.422852
	Iteration 3Q: 3 clusters Score -7965499 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -7966501.000000 Penalty: 5398.422852
	Iteration 4Q: 3 clusters Score -7966501 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -7967872.500000 Penalty: 5398.422852
	Iteration 5Q: 3 clusters Score -7967872 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -7969673.000000 Penalty: 5398.422852
	Iteration 6F: 3 clusters Score -7969673 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -7971752.500000 Penalty: 5398.422852
	Iteration 7F: 3 clusters Score -7971752 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -7973848.000000 Penalty: 5398.422852
	Iteration 8F: 3 clusters Score -7973848 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -7975619.500000 Penalty: 5398.422852
	Iteration 9F: 3 clusters Score -7975620 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7976922.000000 Penalty: 5398.422852
	Iteration 10Q: 3 clusters Score -7976922 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7977715.000000 Penalty: 5398.422852
	Iteration 11Q: 3 clusters Score -7977715 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -7978198.000000 Penalty: 5398.422852
	Iteration 12Q: 3 clusters Score -7978198 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -7978586.500000 Penalty: 5398.422852
	Iteration 13Q: 3 clusters Score -7978586 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -7978911.500000 Penalty: 5398.422852
	Iteration 14Q: 3 clusters Score -7978912 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -7979191.000000 Penalty: 5398.422852
	Iteration 15Q: 3 clusters Score -7979191 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -7979434.500000 Penalty: 5398.422852
	Iteration 16Q: 3 clusters Score -7979434 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -7979762.000000 Penalty: 5398.422852
	Iteration 17Q: 3 clusters Score -7979762 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -7980107.000000 Penalty: 5398.422852
	Iteration 18Q: 3 clusters Score -7980107 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -7980388.500000 Penalty: 5398.422852
	Iteration 19Q: 3 clusters Score -7980388 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -7980719.000000 Penalty: 5398.422852
	Iteration 20F: 3 clusters Score -7980719 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -7981013.000000 Penalty: 5398.422852
	Iteration 21Q: 3 clusters Score -7981013 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -7981308.000000 Penalty: 5398.422852
	Iteration 22Q: 3 clusters Score -7981308 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -7981554.000000 Penalty: 5398.422852
	Iteration 23Q: 3 clusters Score -7981554 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -7981784.500000 Penalty: 5398.422852
	Iteration 24Q: 3 clusters Score -7981784 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -7982022.000000 Penalty: 5398.422852
	Iteration 25Q: 3 clusters Score -7982022 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -7982285.500000 Penalty: 5398.422852
	Iteration 26Q: 3 clusters Score -7982286 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -7982461.000000 Penalty: 5398.422852
	Iteration 27Q: 3 clusters Score -7982461 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -7982619.500000 Penalty: 5398.422852
	Iteration 28Q: 3 clusters Score -7982620 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -7982737.500000 Penalty: 5398.422852
	Iteration 29Q: 3 clusters Score -7982738 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -7982902.500000 Penalty: 5398.422852
	Iteration 30Q: 3 clusters Score -7982902 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -7983032.000000 Penalty: 5398.422852
	Iteration 31Q: 3 clusters Score -7983032 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7983122.000000 Penalty: 5398.422852
	Iteration 32Q: 3 clusters Score -7983122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -7983215.500000 Penalty: 5398.422852
	Iteration 33Q: 3 clusters Score -7983216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -7983263.000000 Penalty: 5398.422852
	Iteration 34Q: 3 clusters Score -7983263 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -7983313.000000 Penalty: 5398.422852
	Iteration 35Q: 3 clusters Score -7983313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -7983343.500000 Penalty: 5398.422852
	Iteration 36Q: 3 clusters Score -7983344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -7983383.000000 Penalty: 5398.422852
	Iteration 37Q: 3 clusters Score -7983383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -7983410.500000 Penalty: 5398.422852
	Iteration 38Q: 3 clusters Score -7983410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7983446.500000 Penalty: 5398.422852
	Iteration 39Q: 3 clusters Score -7983446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -7983488.500000 Penalty: 5398.422852
	Iteration 40F: 3 clusters Score -7983488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -7983517.500000 Penalty: 5398.422852
	Iteration 41Q: 3 clusters Score -7983518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -7983536.000000 Penalty: 5398.422852
	Iteration 42Q: 3 clusters Score -7983536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -7983557.500000 Penalty: 5398.422852
	Iteration 43Q: 3 clusters Score -7983558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -7983566.500000 Penalty: 5398.422852
	Iteration 44Q: 3 clusters Score -7983566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -7983562.000000 Penalty: 5398.422852
	Iteration 45Q: 3 clusters Score -7983562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -7983566.500000 Penalty: 5398.422852
	Iteration 46Q: 3 clusters Score -7983566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -7983572.000000 Penalty: 5398.422852
	Iteration 47Q: 3 clusters Score -7983572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -7983577.000000 Penalty: 5398.422852
	Iteration 48Q: 3 clusters Score -7983577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -7983586.000000 Penalty: 5398.422852
	Iteration 49Q: 3 clusters Score -7983586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -7983587.000000 Penalty: 5398.422852
	Iteration 50Q: 3 clusters Score -7983587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -7983588.500000 Penalty: 5398.422852
	Iteration 51Q: 3 clusters Score -7983588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -7983594.500000 Penalty: 5398.422852
	Iteration 52Q: 3 clusters Score -7983594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -7983591.000000 Penalty: 5398.422852
	Iteration 53Q: 3 clusters Score -7983591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -7983604.500000 Penalty: 5398.422852
	Iteration 54Q: 3 clusters Score -7983604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -7983602.500000 Penalty: 5398.422852
	Iteration 55Q: 3 clusters Score -7983602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -7983603.500000 Penalty: 5398.422852
	Iteration 56Q: 3 clusters Score -7983604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -7983601.500000 Penalty: 5398.422852
	Iteration 57Q: 3 clusters Score -7983602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -7983601.000000 Penalty: 5398.422852
	Iteration 58Q: 3 clusters Score -7983601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -7983604.000000 Penalty: 5398.422852
	Iteration 59Q: 3 clusters Score -7983604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -7983604.000000 Penalty: 5398.422852
	Iteration 60F: 3 clusters Score -7983604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -262331.375000 Penalty: 1864.210327
	Iteration 0F: 2 clusters Score -262331.4 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 924 members 
Entering Unmasked Estep 
Score: -259889.015625 Penalty: 3728.420654
	Iteration 0F: 3 clusters Score -259889 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -260488.546875 Penalty: 3728.420654
	Iteration 1F: 3 clusters Score -260488.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -260854.406250 Penalty: 3728.420654
	Iteration 2F: 3 clusters Score -260854.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -261345.031250 Penalty: 3728.420654
	Iteration 3F: 3 clusters Score -261345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -261886.828125 Penalty: 3728.420654
	Iteration 4F: 3 clusters Score -261886.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -262606.531250 Penalty: 3728.420654
	Iteration 5F: 3 clusters Score -262606.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -262997.093750 Penalty: 3728.420654
	Iteration 6F: 3 clusters Score -262997.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -263081.500000 Penalty: 3728.420654
	Iteration 7Q: 3 clusters Score -263081.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -263106.187500 Penalty: 3728.420654
	Iteration 8Q: 3 clusters Score -263106.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -263124.937500 Penalty: 3728.420654
	Iteration 9Q: 3 clusters Score -263124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -263145.937500 Penalty: 3728.420654
	Iteration 10Q: 3 clusters Score -263145.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -263168.937500 Penalty: 3728.420654
	Iteration 11Q: 3 clusters Score -263168.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -263216.718750 Penalty: 3728.420654
	Iteration 12Q: 3 clusters Score -263216.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -263246.843750 Penalty: 3728.420654
	Iteration 13Q: 3 clusters Score -263246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -263256.250000 Penalty: 3728.420654
	Iteration 14Q: 3 clusters Score -263256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -263260.125000 Penalty: 3728.420654
	Iteration 15Q: 3 clusters Score -263260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -263261.750000 Penalty: 3728.420654
	Iteration 16Q: 3 clusters Score -263261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -263261.750000 Penalty: 3728.420654
	Iteration 17F: 3 clusters Score -263261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 185583 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 53312 members 
Mstep: Class 14 contains 1546 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 62328 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 28892 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122793 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 181 members 
Mstep: Class 31 contains 293 members 
Entering Unmasked Estep 
Score: -95470240.000000 Penalty: 103035.093750
Splitting cluster 14 changes total score from -95470464.000000 to -95470240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -123328.437500 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -123328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121631.632812 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -121631.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -122431.703125 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -122431.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -122774.750000 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -122774.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123073.039062 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -123073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123286.304688 Penalty: 3443.309814
	Iteration 4F: 3 clusters Score -123286.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123491.039062 Penalty: 3443.309814
	Iteration 5F: 3 clusters Score -123491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123586.742188 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -123586.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123629.125000 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -123629.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -123684.757812 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -123684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123778.609375 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -123778.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123935.289062 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -123935.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -124032.390625 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -124032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124052.382812 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -124052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124068.000000 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -124068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124082.398438 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -124082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -124089.703125 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -124089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124091.710938 Penalty: 3443.309814
	Iteration 16Q: 3 clusters Score -124091.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -124096.039062 Penalty: 3443.309814
	Iteration 17Q: 3 clusters Score -124096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -124098.398438 Penalty: 3443.309814
	Iteration 18F: 3 clusters Score -124098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -124115.226562 Penalty: 3443.309814
	Iteration 19Q: 3 clusters Score -124115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -124166.703125 Penalty: 3443.309814
	Iteration 20F: 3 clusters Score -124166.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -124332.187500 Penalty: 3443.309814
	Iteration 21Q: 3 clusters Score -124332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -124380.156250 Penalty: 3443.309814
	Iteration 22Q: 3 clusters Score -124380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124386.093750 Penalty: 3443.309814
	Iteration 23Q: 3 clusters Score -124386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -124414.812500 Penalty: 3443.309814
	Iteration 24Q: 3 clusters Score -124414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124419.234375 Penalty: 3443.309814
	Iteration 25Q: 3 clusters Score -124419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124440.929688 Penalty: 3443.309814
	Iteration 26Q: 3 clusters Score -124440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124517.242188 Penalty: 3443.309814
	Iteration 27Q: 3 clusters Score -124517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -124532.507812 Penalty: 3443.309814
	Iteration 28Q: 3 clusters Score -124532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -124565.593750 Penalty: 3443.309814
	Iteration 29Q: 3 clusters Score -124565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -124569.984375 Penalty: 3443.309814
	Iteration 30Q: 3 clusters Score -124570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124570.765625 Penalty: 3443.309814
	Iteration 31Q: 3 clusters Score -124570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -124571.562500 Penalty: 3443.309814
	Iteration 32Q: 3 clusters Score -124571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124575.562500 Penalty: 3443.309814
	Iteration 33Q: 3 clusters Score -124575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -124579.023438 Penalty: 3443.309814
	Iteration 34Q: 3 clusters Score -124579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124580.500000 Penalty: 3443.309814
	Iteration 35Q: 3 clusters Score -124580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -124592.210938 Penalty: 3443.309814
	Iteration 36Q: 3 clusters Score -124592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124597.195312 Penalty: 3443.309814
	Iteration 37Q: 3 clusters Score -124597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124603.382812 Penalty: 3443.309814
	Iteration 38Q: 3 clusters Score -124603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -124615.273438 Penalty: 3443.309814
	Iteration 39Q: 3 clusters Score -124615.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -124675.125000 Penalty: 3443.309814
	Iteration 40F: 3 clusters Score -124675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -125178.812500 Penalty: 3443.309814
	Iteration 41Q: 3 clusters Score -125178.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -125942.820312 Penalty: 3443.309814
	Iteration 42Q: 3 clusters Score -125942.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -126037.593750 Penalty: 3443.309814
	Iteration 43Q: 3 clusters Score -126037.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126140.414062 Penalty: 3443.309814
	Iteration 44Q: 3 clusters Score -126140.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126366.921875 Penalty: 3443.309814
	Iteration 45Q: 3 clusters Score -126366.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126433.414062 Penalty: 3443.309814
	Iteration 46Q: 3 clusters Score -126433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126489.828125 Penalty: 3443.309814
	Iteration 47Q: 3 clusters Score -126489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126498.234375 Penalty: 3443.309814
	Iteration 48Q: 3 clusters Score -126498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126498.234375 Penalty: 3443.309814
	Iteration 49F: 3 clusters Score -126498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 185583 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 53312 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 316 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 62328 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 28892 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122793 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 181 members 
Mstep: Class 31 contains 719 members 
Entering Unmasked Estep 
Score: -95472248.000000 Penalty: 103035.093750
Splitting cluster 15 changes total score from -95470464.000000 to -95472248.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (6251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Entering Unmasked Estep 
Score: -896809.562500 Penalty: 2167.643066
	Iteration 0F: 2 clusters Score -896809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -891534.500000 Penalty: 4335.286133
	Iteration 0F: 3 clusters Score -891534.5 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -892859.250000 Penalty: 4335.286133
	Iteration 1F: 3 clusters Score -892859.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -893147.937500 Penalty: 4335.286133
	Iteration 2F: 3 clusters Score -893147.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -893387.687500 Penalty: 4335.286133
	Iteration 3F: 3 clusters Score -893387.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -893561.250000 Penalty: 4335.286133
	Iteration 4Q: 3 clusters Score -893561.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -893690.062500 Penalty: 4335.286133
	Iteration 5Q: 3 clusters Score -893690.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -893809.562500 Penalty: 4335.286133
	Iteration 6Q: 3 clusters Score -893809.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -893932.375000 Penalty: 4335.286133
	Iteration 7Q: 3 clusters Score -893932.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -894050.750000 Penalty: 4335.286133
	Iteration 8Q: 3 clusters Score -894050.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -894165.875000 Penalty: 4335.286133
	Iteration 9Q: 3 clusters Score -894165.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -894268.437500 Penalty: 4335.286133
	Iteration 10Q: 3 clusters Score -894268.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -894357.312500 Penalty: 4335.286133
	Iteration 11Q: 3 clusters Score -894357.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -894423.250000 Penalty: 4335.286133
	Iteration 12Q: 3 clusters Score -894423.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -894475.312500 Penalty: 4335.286133
	Iteration 13Q: 3 clusters Score -894475.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -894527.187500 Penalty: 4335.286133
	Iteration 14Q: 3 clusters Score -894527.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -894587.750000 Penalty: 4335.286133
	Iteration 15Q: 3 clusters Score -894587.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -894641.500000 Penalty: 4335.286133
	Iteration 16Q: 3 clusters Score -894641.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -894677.937500 Penalty: 4335.286133
	Iteration 17Q: 3 clusters Score -894677.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -894710.625000 Penalty: 4335.286133
	Iteration 18Q: 3 clusters Score -894710.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -894740.750000 Penalty: 4335.286133
	Iteration 19Q: 3 clusters Score -894740.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -894769.312500 Penalty: 4335.286133
	Iteration 20F: 3 clusters Score -894769.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -894808.062500 Penalty: 4335.286133
	Iteration 21Q: 3 clusters Score -894808.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -894862.437500 Penalty: 4335.286133
	Iteration 22Q: 3 clusters Score -894862.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -894930.250000 Penalty: 4335.286133
	Iteration 23Q: 3 clusters Score -894930.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -895032.625000 Penalty: 4335.286133
	Iteration 24Q: 3 clusters Score -895032.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -895202.687500 Penalty: 4335.286133
	Iteration 25Q: 3 clusters Score -895202.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -895478.500000 Penalty: 4335.286133
	Iteration 26Q: 3 clusters Score -895478.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -895820.875000 Penalty: 4335.286133
	Iteration 27Q: 3 clusters Score -895820.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -896091.187500 Penalty: 4335.286133
	Iteration 28Q: 3 clusters Score -896091.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -896257.187500 Penalty: 4335.286133
	Iteration 29Q: 3 clusters Score -896257.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -896344.000000 Penalty: 4335.286133
	Iteration 30Q: 3 clusters Score -896344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -896370.437500 Penalty: 4335.286133
	Iteration 31Q: 3 clusters Score -896370.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -896378.625000 Penalty: 4335.286133
	Iteration 32Q: 3 clusters Score -896378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -896383.062500 Penalty: 4335.286133
	Iteration 33Q: 3 clusters Score -896383.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -896382.687500 Penalty: 4335.286133
	Iteration 34Q: 3 clusters Score -896382.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -896383.000000 Penalty: 4335.286133
	Iteration 35Q: 3 clusters Score -896383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -896386.500000 Penalty: 4335.286133
	Iteration 36Q: 3 clusters Score -896386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -896387.375000 Penalty: 4335.286133
	Iteration 37Q: 3 clusters Score -896387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -896389.062500 Penalty: 4335.286133
	Iteration 38Q: 3 clusters Score -896389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -896390.250000 Penalty: 4335.286133
	Iteration 39Q: 3 clusters Score -896390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -896390.250000 Penalty: 4335.286133
	Iteration 40F: 3 clusters Score -896390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -281106.031250 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -281106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -278524.125000 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -278524.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -278984.531250 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -278984.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -279080.625000 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -279080.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -279133.031250 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -279133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -279168.906250 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -279168.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -279192.250000 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -279192.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -279206.468750 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -279206.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -279224.093750 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -279224.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -279244.843750 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -279244.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -279259.687500 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -279259.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279270.968750 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -279271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279273.906250 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -279273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -279276.031250 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -279276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279276.125000 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -279276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -279276.562500 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -279276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279277.468750 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -279277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279282.687500 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -279282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -279294.093750 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -279294.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -279309.687500 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -279309.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -279317.781250 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -279317.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -279332.156250 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -279332.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279342.906250 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -279342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -279353.250000 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -279353.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -279361.625000 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -279361.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -279374.281250 Penalty: 3744.606201
	Iteration 24Q: 3 clusters Score -279374.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -279390.125000 Penalty: 3744.606201
	Iteration 25Q: 3 clusters Score -279390.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -279419.312500 Penalty: 3744.606201
	Iteration 26Q: 3 clusters Score -279419.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -279461.937500 Penalty: 3744.606201
	Iteration 27Q: 3 clusters Score -279461.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -279534.531250 Penalty: 3744.606201
	Iteration 28Q: 3 clusters Score -279534.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -279646.656250 Penalty: 3744.606201
	Iteration 29Q: 3 clusters Score -279646.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -279799.468750 Penalty: 3744.606201
	Iteration 30Q: 3 clusters Score -279799.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -279927.500000 Penalty: 3744.606201
	Iteration 31Q: 3 clusters Score -279927.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -280035.468750 Penalty: 3744.606201
	Iteration 32Q: 3 clusters Score -280035.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -280091.000000 Penalty: 3744.606201
	Iteration 33Q: 3 clusters Score -280091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -280138.562500 Penalty: 3744.606201
	Iteration 34Q: 3 clusters Score -280138.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -280181.093750 Penalty: 3744.606201
	Iteration 35Q: 3 clusters Score -280181.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -280217.156250 Penalty: 3744.606201
	Iteration 36Q: 3 clusters Score -280217.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -280236.312500 Penalty: 3744.606201
	Iteration 37Q: 3 clusters Score -280236.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -280245.843750 Penalty: 3744.606201
	Iteration 38Q: 3 clusters Score -280245.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -280251.125000 Penalty: 3744.606201
	Iteration 39Q: 3 clusters Score -280251.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -280259.593750 Penalty: 3744.606201
	Iteration 40F: 3 clusters Score -280259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -280264.000000 Penalty: 3744.606201
	Iteration 41Q: 3 clusters Score -280264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -280267.812500 Penalty: 3744.606201
	Iteration 42Q: 3 clusters Score -280267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -280270.593750 Penalty: 3744.606201
	Iteration 43Q: 3 clusters Score -280270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -280272.500000 Penalty: 3744.606201
	Iteration 44Q: 3 clusters Score -280272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -280274.562500 Penalty: 3744.606201
	Iteration 45Q: 3 clusters Score -280274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -280277.843750 Penalty: 3744.606201
	Iteration 46Q: 3 clusters Score -280277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -280283.156250 Penalty: 3744.606201
	Iteration 47Q: 3 clusters Score -280283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -280286.312500 Penalty: 3744.606201
	Iteration 48Q: 3 clusters Score -280286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -280287.312500 Penalty: 3744.606201
	Iteration 49Q: 3 clusters Score -280287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -280289.093750 Penalty: 3744.606201
	Iteration 50Q: 3 clusters Score -280289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -280289.468750 Penalty: 3744.606201
	Iteration 51Q: 3 clusters Score -280289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -280289.468750 Penalty: 3744.606201
	Iteration 52F: 3 clusters Score -280289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Entering Unmasked Estep 
Score: -9221687.000000 Penalty: 2737.961182
	Iteration 0F: 2 clusters Score -9221687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -9179772.000000 Penalty: 5475.922363
	Iteration 0F: 3 clusters Score -9179772 nChanged 29034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -9196104.000000 Penalty: 5475.922363
	Iteration 1F: 3 clusters Score -9196104 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -9196852.000000 Penalty: 5475.922363
	Iteration 2Q: 3 clusters Score -9196852 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -9197855.000000 Penalty: 5475.922363
	Iteration 3Q: 3 clusters Score -9197855 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -9198904.000000 Penalty: 5475.922363
	Iteration 4Q: 3 clusters Score -9198904 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -9200209.000000 Penalty: 5475.922363
	Iteration 5Q: 3 clusters Score -9200209 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -9201564.000000 Penalty: 5475.922363
	Iteration 6Q: 3 clusters Score -9201564 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -9203357.000000 Penalty: 5475.922363
	Iteration 7Q: 3 clusters Score -9203357 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -9205231.000000 Penalty: 5475.922363
	Iteration 8F: 3 clusters Score -9205231 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -9207292.000000 Penalty: 5475.922363
	Iteration 9F: 3 clusters Score -9207292 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -9209127.000000 Penalty: 5475.922363
	Iteration 10Q: 3 clusters Score -9209127 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -9210536.000000 Penalty: 5475.922363
	Iteration 11Q: 3 clusters Score -9210536 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -9211674.000000 Penalty: 5475.922363
	Iteration 12Q: 3 clusters Score -9211674 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9212457.000000 Penalty: 5475.922363
	Iteration 13Q: 3 clusters Score -9212457 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -9213050.000000 Penalty: 5475.922363
	Iteration 14Q: 3 clusters Score -9213050 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -9213676.000000 Penalty: 5475.922363
	Iteration 15Q: 3 clusters Score -9213676 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -9214303.000000 Penalty: 5475.922363
	Iteration 16Q: 3 clusters Score -9214303 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -9214906.000000 Penalty: 5475.922363
	Iteration 17Q: 3 clusters Score -9214906 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -9215505.000000 Penalty: 5475.922363
	Iteration 18Q: 3 clusters Score -9215505 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -9216123.000000 Penalty: 5475.922363
	Iteration 19Q: 3 clusters Score -9216123 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -9216728.000000 Penalty: 5475.922363
	Iteration 20F: 3 clusters Score -9216728 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -9217247.000000 Penalty: 5475.922363
	Iteration 21Q: 3 clusters Score -9217247 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -9217645.000000 Penalty: 5475.922363
	Iteration 22Q: 3 clusters Score -9217645 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -9218030.000000 Penalty: 5475.922363
	Iteration 23Q: 3 clusters Score -9218030 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -9218282.000000 Penalty: 5475.922363
	Iteration 24Q: 3 clusters Score -9218282 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -9218490.000000 Penalty: 5475.922363
	Iteration 25Q: 3 clusters Score -9218490 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -9218652.000000 Penalty: 5475.922363
	Iteration 26Q: 3 clusters Score -9218652 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -9218772.000000 Penalty: 5475.922363
	Iteration 27Q: 3 clusters Score -9218772 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -9218865.000000 Penalty: 5475.922363
	Iteration 28Q: 3 clusters Score -9218865 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -9218979.000000 Penalty: 5475.922363
	Iteration 29Q: 3 clusters Score -9218979 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -9219055.000000 Penalty: 5475.922363
	Iteration 30Q: 3 clusters Score -9219055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -9219134.000000 Penalty: 5475.922363
	Iteration 31Q: 3 clusters Score -9219134 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -9219214.000000 Penalty: 5475.922363
	Iteration 32Q: 3 clusters Score -9219214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -9219261.000000 Penalty: 5475.922363
	Iteration 33Q: 3 clusters Score -9219261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -9219278.000000 Penalty: 5475.922363
	Iteration 34Q: 3 clusters Score -9219278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -9219314.000000 Penalty: 5475.922363
	Iteration 35Q: 3 clusters Score -9219314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -9219340.000000 Penalty: 5475.922363
	Iteration 36Q: 3 clusters Score -9219340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -9219340.000000 Penalty: 5475.922363
	Iteration 37Q: 3 clusters Score -9219340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -9219372.000000 Penalty: 5475.922363
	Iteration 38Q: 3 clusters Score -9219372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -9219395.000000 Penalty: 5475.922363
	Iteration 39Q: 3 clusters Score -9219395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -9219404.000000 Penalty: 5475.922363
	Iteration 40F: 3 clusters Score -9219404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -9219410.000000 Penalty: 5475.922363
	Iteration 41Q: 3 clusters Score -9219410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -9219412.000000 Penalty: 5475.922363
	Iteration 42Q: 3 clusters Score -9219412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -9219421.000000 Penalty: 5475.922363
	Iteration 43Q: 3 clusters Score -9219421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -9219426.000000 Penalty: 5475.922363
	Iteration 44Q: 3 clusters Score -9219426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -9219442.000000 Penalty: 5475.922363
	Iteration 45Q: 3 clusters Score -9219442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -9219447.000000 Penalty: 5475.922363
	Iteration 46Q: 3 clusters Score -9219447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -9219457.000000 Penalty: 5475.922363
	Iteration 47Q: 3 clusters Score -9219457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -9219468.000000 Penalty: 5475.922363
	Iteration 48Q: 3 clusters Score -9219468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -9219469.000000 Penalty: 5475.922363
	Iteration 49Q: 3 clusters Score -9219469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -9219469.000000 Penalty: 5475.922363
	Iteration 50Q: 3 clusters Score -9219469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -9219472.000000 Penalty: 5475.922363
	Iteration 51Q: 3 clusters Score -9219472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -9219476.000000 Penalty: 5475.922363
	Iteration 52Q: 3 clusters Score -9219476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -9219479.000000 Penalty: 5475.922363
	Iteration 53Q: 3 clusters Score -9219479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -9219480.000000 Penalty: 5475.922363
	Iteration 54Q: 3 clusters Score -9219480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -9219477.000000 Penalty: 5475.922363
	Iteration 55Q: 3 clusters Score -9219477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -9219480.000000 Penalty: 5475.922363
	Iteration 56Q: 3 clusters Score -9219480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -9219477.000000 Penalty: 5475.922363
	Iteration 57Q: 3 clusters Score -9219477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -9219484.000000 Penalty: 5475.922363
	Iteration 58Q: 3 clusters Score -9219484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -9219484.000000 Penalty: 5475.922363
	Iteration 59F: 3 clusters Score -9219484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -995456.875000 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -995456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -989630.000000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -989630 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -991603.375000 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -991603.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -992103.562500 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -992103.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -992453.625000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -992453.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -992733.937500 Penalty: 4403.665527
	Iteration 4F: 3 clusters Score -992733.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -992933.687500 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -992933.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -993092.062500 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -993092.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -993230.875000 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -993230.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -993331.250000 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -993331.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -993416.125000 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -993416.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -993501.750000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -993501.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -993584.750000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -993584.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -993654.625000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -993654.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -993713.312500 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -993713.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -993777.375000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -993777.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -993850.250000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -993850.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -993924.437500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -993924.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -993991.437500 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -993991.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -994049.250000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -994049.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -994101.000000 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -994101 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -994147.437500 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -994147.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -994173.000000 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -994173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -994194.250000 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -994194.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -994214.000000 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -994214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -994226.750000 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -994226.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -994239.375000 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -994239.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -994250.937500 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -994250.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -994258.187500 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -994258.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -994266.562500 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -994266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -994273.625000 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -994273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -994274.375000 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -994274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -994276.937500 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -994276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -994277.312500 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -994277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -994276.750000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -994276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -994276.875000 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -994276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -994276.062500 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -994276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -994278.000000 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -994278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -994277.375000 Penalty: 4403.665527
	Iteration 37Q: 3 clusters Score -994277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -994277.375000 Penalty: 4403.665527
	Iteration 38F: 3 clusters Score -994277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -364782.343750 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -364782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -361806.375000 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -361806.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -362297.812500 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -362297.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -362422.625000 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -362422.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -362498.406250 Penalty: 3881.519775
	Iteration 3Q: 3 clusters Score -362498.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -362541.375000 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -362541.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -362567.812500 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -362567.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -362581.062500 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -362581.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -362593.750000 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -362593.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -362609.031250 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -362609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -362622.468750 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -362622.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -362634.937500 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -362634.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -362644.687500 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -362644.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -362653.812500 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -362653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -362662.468750 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -362662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -362666.906250 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -362666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -362671.343750 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -362671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -362677.281250 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -362677.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -362686.406250 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -362686.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -362696.812500 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -362696.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -362707.281250 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -362707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -362714.593750 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -362714.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -362719.562500 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -362719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -362723.906250 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -362723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -362725.812500 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -362725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -362729.875000 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -362729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -362738.781250 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -362738.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -362745.218750 Penalty: 3881.519775
	Iteration 26Q: 3 clusters Score -362745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362752.406250 Penalty: 3881.519775
	Iteration 27Q: 3 clusters Score -362752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -362757.718750 Penalty: 3881.519775
	Iteration 28Q: 3 clusters Score -362757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -362760.031250 Penalty: 3881.519775
	Iteration 29Q: 3 clusters Score -362760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -362764.062500 Penalty: 3881.519775
	Iteration 30Q: 3 clusters Score -362764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -362763.906250 Penalty: 3881.519775
	Iteration 31Q: 3 clusters Score -362763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -362766.437500 Penalty: 3881.519775
	Iteration 32Q: 3 clusters Score -362766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -362768.468750 Penalty: 3881.519775
	Iteration 33Q: 3 clusters Score -362768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -362770.937500 Penalty: 3881.519775
	Iteration 34Q: 3 clusters Score -362770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -362774.656250 Penalty: 3881.519775
	Iteration 35Q: 3 clusters Score -362774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -362777.312500 Penalty: 3881.519775
	Iteration 36Q: 3 clusters Score -362777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -362780.312500 Penalty: 3881.519775
	Iteration 37Q: 3 clusters Score -362780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -362782.375000 Penalty: 3881.519775
	Iteration 38Q: 3 clusters Score -362782.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -362786.500000 Penalty: 3881.519775
	Iteration 39Q: 3 clusters Score -362786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -362788.843750 Penalty: 3881.519775
	Iteration 40F: 3 clusters Score -362788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -362789.875000 Penalty: 3881.519775
	Iteration 41Q: 3 clusters Score -362789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -362790.531250 Penalty: 3881.519775
	Iteration 42Q: 3 clusters Score -362790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -362791.593750 Penalty: 3881.519775
	Iteration 43Q: 3 clusters Score -362791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -362792.625000 Penalty: 3881.519775
	Iteration 44Q: 3 clusters Score -362792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -362792.343750 Penalty: 3881.519775
	Iteration 45Q: 3 clusters Score -362792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -362792.343750 Penalty: 3881.519775
	Iteration 46F: 3 clusters Score -362792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Entering Unmasked Estep 
Score: -1643081.375000 Penalty: 2348.198486
	Iteration 0F: 2 clusters Score -1643081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1633533.625000 Penalty: 4696.396973
	Iteration 0F: 3 clusters Score -1633534 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1636780.625000 Penalty: 4696.396973
	Iteration 1F: 3 clusters Score -1636781 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1637418.750000 Penalty: 4696.396973
	Iteration 2F: 3 clusters Score -1637419 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1637959.625000 Penalty: 4696.396973
	Iteration 3F: 3 clusters Score -1637960 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1638467.000000 Penalty: 4696.396973
	Iteration 4F: 3 clusters Score -1638467 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1638868.250000 Penalty: 4696.396973
	Iteration 5F: 3 clusters Score -1638868 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1639176.000000 Penalty: 4696.396973
	Iteration 6Q: 3 clusters Score -1639176 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1639425.875000 Penalty: 4696.396973
	Iteration 7Q: 3 clusters Score -1639426 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1639623.250000 Penalty: 4696.396973
	Iteration 8Q: 3 clusters Score -1639623 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1639780.750000 Penalty: 4696.396973
	Iteration 9Q: 3 clusters Score -1639781 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1639902.250000 Penalty: 4696.396973
	Iteration 10Q: 3 clusters Score -1639902 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1640031.625000 Penalty: 4696.396973
	Iteration 11Q: 3 clusters Score -1640032 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1640158.500000 Penalty: 4696.396973
	Iteration 12Q: 3 clusters Score -1640158 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1640300.000000 Penalty: 4696.396973
	Iteration 13Q: 3 clusters Score -1640300 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1640468.125000 Penalty: 4696.396973
	Iteration 14Q: 3 clusters Score -1640468 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1640616.750000 Penalty: 4696.396973
	Iteration 15Q: 3 clusters Score -1640617 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1640721.625000 Penalty: 4696.396973
	Iteration 16Q: 3 clusters Score -1640722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1640810.875000 Penalty: 4696.396973
	Iteration 17Q: 3 clusters Score -1640811 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1640907.500000 Penalty: 4696.396973
	Iteration 18Q: 3 clusters Score -1640908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1640988.750000 Penalty: 4696.396973
	Iteration 19Q: 3 clusters Score -1640989 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1641071.875000 Penalty: 4696.396973
	Iteration 20F: 3 clusters Score -1641072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1641162.625000 Penalty: 4696.396973
	Iteration 21Q: 3 clusters Score -1641163 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1641252.750000 Penalty: 4696.396973
	Iteration 22Q: 3 clusters Score -1641253 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1641343.000000 Penalty: 4696.396973
	Iteration 23Q: 3 clusters Score -1641343 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1641436.750000 Penalty: 4696.396973
	Iteration 24Q: 3 clusters Score -1641437 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1641527.875000 Penalty: 4696.396973
	Iteration 25Q: 3 clusters Score -1641528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1641632.125000 Penalty: 4696.396973
	Iteration 26Q: 3 clusters Score -1641632 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1641752.000000 Penalty: 4696.396973
	Iteration 27Q: 3 clusters Score -1641752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1641884.125000 Penalty: 4696.396973
	Iteration 28Q: 3 clusters Score -1641884 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1641996.125000 Penalty: 4696.396973
	Iteration 29Q: 3 clusters Score -1641996 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1642083.750000 Penalty: 4696.396973
	Iteration 30Q: 3 clusters Score -1642084 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1642139.125000 Penalty: 4696.396973
	Iteration 31Q: 3 clusters Score -1642139 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1642178.250000 Penalty: 4696.396973
	Iteration 32Q: 3 clusters Score -1642178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1642208.875000 Penalty: 4696.396973
	Iteration 33Q: 3 clusters Score -1642209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1642242.500000 Penalty: 4696.396973
	Iteration 34Q: 3 clusters Score -1642242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1642260.875000 Penalty: 4696.396973
	Iteration 35Q: 3 clusters Score -1642261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1642281.625000 Penalty: 4696.396973
	Iteration 36Q: 3 clusters Score -1642282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1642304.375000 Penalty: 4696.396973
	Iteration 37Q: 3 clusters Score -1642304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1642314.500000 Penalty: 4696.396973
	Iteration 38Q: 3 clusters Score -1642314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1642330.250000 Penalty: 4696.396973
	Iteration 39Q: 3 clusters Score -1642330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1642342.875000 Penalty: 4696.396973
	Iteration 40F: 3 clusters Score -1642343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1642349.750000 Penalty: 4696.396973
	Iteration 41Q: 3 clusters Score -1642350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1642356.875000 Penalty: 4696.396973
	Iteration 42Q: 3 clusters Score -1642357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1642361.250000 Penalty: 4696.396973
	Iteration 43Q: 3 clusters Score -1642361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1642362.750000 Penalty: 4696.396973
	Iteration 44Q: 3 clusters Score -1642363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1642365.375000 Penalty: 4696.396973
	Iteration 45Q: 3 clusters Score -1642365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1642367.750000 Penalty: 4696.396973
	Iteration 46Q: 3 clusters Score -1642368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1642368.000000 Penalty: 4696.396973
	Iteration 47Q: 3 clusters Score -1642368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1642369.375000 Penalty: 4696.396973
	Iteration 48Q: 3 clusters Score -1642369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1642369.375000 Penalty: 4696.396973
	Iteration 49Q: 3 clusters Score -1642369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1642367.250000 Penalty: 4696.396973
	Iteration 50Q: 3 clusters Score -1642367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1642370.750000 Penalty: 4696.396973
	Iteration 51Q: 3 clusters Score -1642371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1642373.500000 Penalty: 4696.396973
	Iteration 52Q: 3 clusters Score -1642374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1642374.250000 Penalty: 4696.396973
	Iteration 53Q: 3 clusters Score -1642374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1642376.875000 Penalty: 4696.396973
	Iteration 54Q: 3 clusters Score -1642377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1642376.875000 Penalty: 4696.396973
	Iteration 55Q: 3 clusters Score -1642377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1642376.875000 Penalty: 4696.396973
	Iteration 56Q: 3 clusters Score -1642377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1642377.000000 Penalty: 4696.396973
	Iteration 57Q: 3 clusters Score -1642377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1642376.250000 Penalty: 4696.396973
	Iteration 58Q: 3 clusters Score -1642376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1642378.625000 Penalty: 4696.396973
	Iteration 59Q: 3 clusters Score -1642379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1642378.375000 Penalty: 4696.396973
	Iteration 60F: 3 clusters Score -1642378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1642379.000000 Penalty: 4696.396973
	Iteration 61Q: 3 clusters Score -1642379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1642378.125000 Penalty: 4696.396973
	Iteration 62Q: 3 clusters Score -1642378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1642378.750000 Penalty: 4696.396973
	Iteration 63Q: 3 clusters Score -1642379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1642378.750000 Penalty: 4696.396973
	Iteration 64F: 3 clusters Score -1642379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Entering Unmasked Estep 
Score: -4279305.500000 Penalty: 2547.287354
	Iteration 0F: 2 clusters Score -4279306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -4259408.000000 Penalty: 5094.574707
	Iteration 0F: 3 clusters Score -4259408 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4266411.500000 Penalty: 5094.574707
	Iteration 1F: 3 clusters Score -4266412 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4266766.000000 Penalty: 5094.574707
	Iteration 2Q: 3 clusters Score -4266766 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4267047.500000 Penalty: 5094.574707
	Iteration 3Q: 3 clusters Score -4267048 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4267257.000000 Penalty: 5094.574707
	Iteration 4Q: 3 clusters Score -4267257 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4267438.500000 Penalty: 5094.574707
	Iteration 5Q: 3 clusters Score -4267438 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4267641.000000 Penalty: 5094.574707
	Iteration 6Q: 3 clusters Score -4267641 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4267837.000000 Penalty: 5094.574707
	Iteration 7Q: 3 clusters Score -4267837 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4268106.500000 Penalty: 5094.574707
	Iteration 8Q: 3 clusters Score -4268106 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4268441.000000 Penalty: 5094.574707
	Iteration 9Q: 3 clusters Score -4268441 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4268897.500000 Penalty: 5094.574707
	Iteration 10Q: 3 clusters Score -4268898 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4269623.500000 Penalty: 5094.574707
	Iteration 11Q: 3 clusters Score -4269624 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4270719.000000 Penalty: 5094.574707
	Iteration 12F: 3 clusters Score -4270719 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -4272233.000000 Penalty: 5094.574707
	Iteration 13F: 3 clusters Score -4272233 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4273961.000000 Penalty: 5094.574707
	Iteration 14F: 3 clusters Score -4273961 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -4275406.000000 Penalty: 5094.574707
	Iteration 15F: 3 clusters Score -4275406 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -4276256.000000 Penalty: 5094.574707
	Iteration 16Q: 3 clusters Score -4276256 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -4276659.000000 Penalty: 5094.574707
	Iteration 17Q: 3 clusters Score -4276659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4276838.500000 Penalty: 5094.574707
	Iteration 18Q: 3 clusters Score -4276838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4276905.500000 Penalty: 5094.574707
	Iteration 19Q: 3 clusters Score -4276906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4276962.500000 Penalty: 5094.574707
	Iteration 20F: 3 clusters Score -4276962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4277005.000000 Penalty: 5094.574707
	Iteration 21Q: 3 clusters Score -4277005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4277029.000000 Penalty: 5094.574707
	Iteration 22Q: 3 clusters Score -4277029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4277040.000000 Penalty: 5094.574707
	Iteration 23Q: 3 clusters Score -4277040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4277047.000000 Penalty: 5094.574707
	Iteration 24Q: 3 clusters Score -4277047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4277051.000000 Penalty: 5094.574707
	Iteration 25Q: 3 clusters Score -4277051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4277051.500000 Penalty: 5094.574707
	Iteration 26Q: 3 clusters Score -4277052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4277055.000000 Penalty: 5094.574707
	Iteration 27Q: 3 clusters Score -4277055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4277055.000000 Penalty: 5094.574707
	Iteration 28F: 3 clusters Score -4277055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -297790.781250 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -297790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295133.343750 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -295133.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295736.187500 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -295736.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -296101.343750 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -296101.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -296528.468750 Penalty: 3788.307373
	Iteration 3F: 3 clusters Score -296528.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296701.718750 Penalty: 3788.307373
	Iteration 4F: 3 clusters Score -296701.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -296837.281250 Penalty: 3788.307373
	Iteration 5F: 3 clusters Score -296837.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -296971.000000 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -296971 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -297109.406250 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -297109.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -297232.562500 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -297232.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297338.437500 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -297338.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -297398.406250 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -297398.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -297463.968750 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -297464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -297548.593750 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -297548.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -297644.437500 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -297644.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -297718.500000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -297718.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -297774.562500 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -297774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -297817.531250 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -297817.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -297855.343750 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -297855.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -297882.500000 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -297882.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -297896.968750 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -297897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -297910.187500 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -297910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 185583 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 53312 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 316 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 62328 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 28892 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122793 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 181 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 1763 members 
Entering Unmasked Estep 
Score: -95470792.000000 Penalty: 106358.804688
Splitting cluster 23 changes total score from -95470464.000000 to -95470792.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -81931.078125 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -81931.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80332.328125 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -80332.33 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80934.679688 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -80934.68 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -81247.218750 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -81247.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -81370.914062 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -81370.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81474.234375 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -81474.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81563.718750 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -81563.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81620.664062 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -81620.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81663.851562 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -81663.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81697.132812 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -81697.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81719.195312 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -81719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81725.687500 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -81725.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81733.882812 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -81733.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81738.210938 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -81738.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81746.023438 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -81746.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81748.578125 Penalty: 3303.645264
	Iteration 14F: 3 clusters Score -81748.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81756.179688 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -81756.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81759.515625 Penalty: 3303.645264
	Iteration 16Q: 3 clusters Score -81759.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81763.554688 Penalty: 3303.645264
	Iteration 17Q: 3 clusters Score -81763.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81766.101562 Penalty: 3303.645264
	Iteration 18Q: 3 clusters Score -81766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81766.101562 Penalty: 3303.645264
	Iteration 19F: 3 clusters Score -81766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122793 members 
Entering Unmasked Estep 
Score: -18344746.000000 Penalty: 2906.127197
	Iteration 0F: 2 clusters Score -1.834475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -18262490.000000 Penalty: 5812.254395
	Iteration 0F: 3 clusters Score -1.826249e+07 nChanged 58397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -18296840.000000 Penalty: 5812.254395
	Iteration 1F: 3 clusters Score -1.829684e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -18298332.000000 Penalty: 5812.254395
	Iteration 2Q: 3 clusters Score -1.829833e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -18300778.000000 Penalty: 5812.254395
	Iteration 3Q: 3 clusters Score -1.830078e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -18305064.000000 Penalty: 5812.254395
	Iteration 4F: 3 clusters Score -1.830506e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -18311630.000000 Penalty: 5812.254395
	Iteration 5F: 3 clusters Score -1.831163e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -18320462.000000 Penalty: 5812.254395
	Iteration 6F: 3 clusters Score -1.832046e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -18329288.000000 Penalty: 5812.254395
	Iteration 7F: 3 clusters Score -1.832929e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -18335628.000000 Penalty: 5812.254395
	Iteration 8F: 3 clusters Score -1.833563e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -18339220.000000 Penalty: 5812.254395
	Iteration 9Q: 3 clusters Score -1.833922e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -18341052.000000 Penalty: 5812.254395
	Iteration 10Q: 3 clusters Score -1.834105e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -18341836.000000 Penalty: 5812.254395
	Iteration 11Q: 3 clusters Score -1.834184e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -18342266.000000 Penalty: 5812.254395
	Iteration 12Q: 3 clusters Score -1.834227e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120696 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -18342522.000000 Penalty: 5812.254395
	Iteration 13Q: 3 clusters Score -1.834252e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -18342676.000000 Penalty: 5812.254395
	Iteration 14Q: 3 clusters Score -1.834268e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121117 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -18342800.000000 Penalty: 5812.254395
	Iteration 15Q: 3 clusters Score -1.83428e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121249 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -18342878.000000 Penalty: 5812.254395
	Iteration 16Q: 3 clusters Score -1.834288e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18342958.000000 Penalty: 5812.254395
	Iteration 17Q: 3 clusters Score -1.834296e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -18342998.000000 Penalty: 5812.254395
	Iteration 18Q: 3 clusters Score -1.8343e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121457 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18343032.000000 Penalty: 5812.254395
	Iteration 19Q: 3 clusters Score -1.834303e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18343056.000000 Penalty: 5812.254395
	Iteration 20F: 3 clusters Score -1.834306e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18343082.000000 Penalty: 5812.254395
	Iteration 21Q: 3 clusters Score -1.834308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121565 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -18343136.000000 Penalty: 5812.254395
	Iteration 22Q: 3 clusters Score -1.834314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -18343174.000000 Penalty: 5812.254395
	Iteration 23Q: 3 clusters Score -1.834317e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121637 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -18343204.000000 Penalty: 5812.254395
	Iteration 24Q: 3 clusters Score -1.83432e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121669 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -18343244.000000 Penalty: 5812.254395
	Iteration 25Q: 3 clusters Score -1.834324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18343258.000000 Penalty: 5812.254395
	Iteration 26Q: 3 clusters Score -1.834326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121702 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18343278.000000 Penalty: 5812.254395
	Iteration 27Q: 3 clusters Score -1.834328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -18343276.000000 Penalty: 5812.254395
	Iteration 28Q: 3 clusters Score -1.834328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121723 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -18343302.000000 Penalty: 5812.254395
	Iteration 29Q: 3 clusters Score -1.83433e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18343296.000000 Penalty: 5812.254395
	Iteration 30Q: 3 clusters Score -1.83433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18343288.000000 Penalty: 5812.254395
	Iteration 31Q: 3 clusters Score -1.834329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121739 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18343312.000000 Penalty: 5812.254395
	Iteration 32Q: 3 clusters Score -1.834331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -18343320.000000 Penalty: 5812.254395
	Iteration 33Q: 3 clusters Score -1.834332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18343332.000000 Penalty: 5812.254395
	Iteration 34Q: 3 clusters Score -1.834333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18343348.000000 Penalty: 5812.254395
	Iteration 35Q: 3 clusters Score -1.834335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18343344.000000 Penalty: 5812.254395
	Iteration 36Q: 3 clusters Score -1.834334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18343342.000000 Penalty: 5812.254395
	Iteration 37Q: 3 clusters Score -1.834334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18343350.000000 Penalty: 5812.254395
	Iteration 38Q: 3 clusters Score -1.834335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18343356.000000 Penalty: 5812.254395
	Iteration 39Q: 3 clusters Score -1.834336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18343348.000000 Penalty: 5812.254395
	Iteration 40F: 3 clusters Score -1.834335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121776 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18343364.000000 Penalty: 5812.254395
	Iteration 41Q: 3 clusters Score -1.834336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18343362.000000 Penalty: 5812.254395
	Iteration 42Q: 3 clusters Score -1.834336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121768 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18343364.000000 Penalty: 5812.254395
	Iteration 43Q: 3 clusters Score -1.834336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121769 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -18343350.000000 Penalty: 5812.254395
	Iteration 44Q: 3 clusters Score -1.834335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -18343368.000000 Penalty: 5812.254395
	Iteration 45Q: 3 clusters Score -1.834337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18343354.000000 Penalty: 5812.254395
	Iteration 46Q: 3 clusters Score -1.834335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18343382.000000 Penalty: 5812.254395
	Iteration 47Q: 3 clusters Score -1.834338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18343382.000000 Penalty: 5812.254395
	Iteration 48Q: 3 clusters Score -1.834338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18343396.000000 Penalty: 5812.254395
	Iteration 49Q: 3 clusters Score -1.83434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121769 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -18343394.000000 Penalty: 5812.254395
	Iteration 50Q: 3 clusters Score -1.834339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18343404.000000 Penalty: 5812.254395
	Iteration 51Q: 3 clusters Score -1.83434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121754 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -18343408.000000 Penalty: 5812.254395
	Iteration 52Q: 3 clusters Score -1.834341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18343420.000000 Penalty: 5812.254395
	Iteration 53Q: 3 clusters Score -1.834342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121768 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18343448.000000 Penalty: 5812.254395
	Iteration 54Q: 3 clusters Score -1.834345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121774 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18343456.000000 Penalty: 5812.254395
	Iteration 55Q: 3 clusters Score -1.834346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -18343464.000000 Penalty: 5812.254395
	Iteration 56Q: 3 clusters Score -1.834346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18343494.000000 Penalty: 5812.254395
	Iteration 57Q: 3 clusters Score -1.834349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -18343494.000000 Penalty: 5812.254395
	Iteration 58Q: 3 clusters Score -1.834349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -18343486.000000 Penalty: 5812.254395
	Iteration 59Q: 3 clusters Score -1.834349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -18343480.000000 Penalty: 5812.254395
	Iteration 60F: 3 clusters Score -1.834348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -18343508.000000 Penalty: 5812.254395
	Iteration 61Q: 3 clusters Score -1.834351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -18343496.000000 Penalty: 5812.254395
	Iteration 62Q: 3 clusters Score -1.83435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18343502.000000 Penalty: 5812.254395
	Iteration 63Q: 3 clusters Score -1.83435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18343510.000000 Penalty: 5812.254395
	Iteration 64Q: 3 clusters Score -1.834351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121781 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18343524.000000 Penalty: 5812.254395
	Iteration 65Q: 3 clusters Score -1.834352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18343524.000000 Penalty: 5812.254395
	Iteration 66Q: 3 clusters Score -1.834352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -18343516.000000 Penalty: 5812.254395
	Iteration 67Q: 3 clusters Score -1.834352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18343528.000000 Penalty: 5812.254395
	Iteration 68Q: 3 clusters Score -1.834353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18343538.000000 Penalty: 5812.254395
	Iteration 69Q: 3 clusters Score -1.834354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18343530.000000 Penalty: 5812.254395
	Iteration 70Q: 3 clusters Score -1.834353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18343556.000000 Penalty: 5812.254395
	Iteration 71Q: 3 clusters Score -1.834356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121766 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18343554.000000 Penalty: 5812.254395
	Iteration 72Q: 3 clusters Score -1.834355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -18343552.000000 Penalty: 5812.254395
	Iteration 73Q: 3 clusters Score -1.834355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -18343558.000000 Penalty: 5812.254395
	Iteration 74Q: 3 clusters Score -1.834356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18343570.000000 Penalty: 5812.254395
	Iteration 75Q: 3 clusters Score -1.834357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121761 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -18343562.000000 Penalty: 5812.254395
	Iteration 76Q: 3 clusters Score -1.834356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121762 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18343562.000000 Penalty: 5812.254395
	Iteration 77Q: 3 clusters Score -1.834356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18343568.000000 Penalty: 5812.254395
	Iteration 78Q: 3 clusters Score -1.834357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -18343580.000000 Penalty: 5812.254395
	Iteration 79Q: 3 clusters Score -1.834358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18343580.000000 Penalty: 5812.254395
	Iteration 80F: 3 clusters Score -1.834358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18343564.000000 Penalty: 5812.254395
	Iteration 81Q: 3 clusters Score -1.834356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18343590.000000 Penalty: 5812.254395
	Iteration 82Q: 3 clusters Score -1.834359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18343584.000000 Penalty: 5812.254395
	Iteration 83Q: 3 clusters Score -1.834358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18343588.000000 Penalty: 5812.254395
	Iteration 84Q: 3 clusters Score -1.834359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18343588.000000 Penalty: 5812.254395
	Iteration 85F: 3 clusters Score -1.834359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -748503.187500 Penalty: 2127.695312
	Iteration 0F: 2 clusters Score -748503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -743754.250000 Penalty: 4255.390625
	Iteration 0F: 3 clusters Score -743754.2 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -744896.750000 Penalty: 4255.390625
	Iteration 1F: 3 clusters Score -744896.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -745128.875000 Penalty: 4255.390625
	Iteration 2F: 3 clusters Score -745128.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -745286.875000 Penalty: 4255.390625
	Iteration 3F: 3 clusters Score -745286.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -745397.812500 Penalty: 4255.390625
	Iteration 4Q: 3 clusters Score -745397.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -745493.187500 Penalty: 4255.390625
	Iteration 5Q: 3 clusters Score -745493.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -745551.250000 Penalty: 4255.390625
	Iteration 6Q: 3 clusters Score -745551.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -745599.750000 Penalty: 4255.390625
	Iteration 7Q: 3 clusters Score -745599.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -745644.250000 Penalty: 4255.390625
	Iteration 8Q: 3 clusters Score -745644.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -745689.500000 Penalty: 4255.390625
	Iteration 9Q: 3 clusters Score -745689.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -745745.062500 Penalty: 4255.390625
	Iteration 10Q: 3 clusters Score -745745.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -745804.062500 Penalty: 4255.390625
	Iteration 11Q: 3 clusters Score -745804.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -745860.812500 Penalty: 4255.390625
	Iteration 12Q: 3 clusters Score -745860.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -745920.187500 Penalty: 4255.390625
	Iteration 13Q: 3 clusters Score -745920.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -745990.625000 Penalty: 4255.390625
	Iteration 14Q: 3 clusters Score -745990.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -746059.187500 Penalty: 4255.390625
	Iteration 15Q: 3 clusters Score -746059.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -746130.187500 Penalty: 4255.390625
	Iteration 16Q: 3 clusters Score -746130.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -746211.125000 Penalty: 4255.390625
	Iteration 17Q: 3 clusters Score -746211.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -746295.187500 Penalty: 4255.390625
	Iteration 18Q: 3 clusters Score -746295.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -746383.937500 Penalty: 4255.390625
	Iteration 19Q: 3 clusters Score -746383.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -746475.312500 Penalty: 4255.390625
	Iteration 20F: 3 clusters Score -746475.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -746536.437500 Penalty: 4255.390625
	Iteration 21Q: 3 clusters Score -746536.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -746607.250000 Penalty: 4255.390625
	Iteration 22Q: 3 clusters Score -746607.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -746664.812500 Penalty: 4255.390625
	Iteration 23Q: 3 clusters Score -746664.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -746715.250000 Penalty: 4255.390625
	Iteration 24Q: 3 clusters Score -746715.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -746756.062500 Penalty: 4255.390625
	Iteration 25Q: 3 clusters Score -746756.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -746787.125000 Penalty: 4255.390625
	Iteration 26Q: 3 clusters Score -746787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -746807.687500 Penalty: 4255.390625
	Iteration 27Q: 3 clusters Score -746807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -746818.125000 Penalty: 4255.390625
	Iteration 28Q: 3 clusters Score -746818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -746827.312500 Penalty: 4255.390625
	Iteration 29Q: 3 clusters Score -746827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -746830.187500 Penalty: 4255.390625
	Iteration 30Q: 3 clusters Score -746830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -746831.687500 Penalty: 4255.390625
	Iteration 31Q: 3 clusters Score -746831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -746835.750000 Penalty: 4255.390625
	Iteration 32Q: 3 clusters Score -746835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -746838.000000 Penalty: 4255.390625
	Iteration 33Q: 3 clusters Score -746838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -746838.937500 Penalty: 4255.390625
	Iteration 34Q: 3 clusters Score -746838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -746839.562500 Penalty: 4255.390625
	Iteration 35Q: 3 clusters Score -746839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -746839.562500 Penalty: 4255.390625
	Iteration 36F: 3 clusters Score -746839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -186931.546875 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -186931.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -184902.859375 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -184902.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -186186.828125 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -186186.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -187075.859375 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -187075.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -187539.765625 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -187539.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187730.000000 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -187730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -187867.937500 Penalty: 3646.492676
	Iteration 5Q: 3 clusters Score -187867.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -188092.375000 Penalty: 3646.492676
	Iteration 6Q: 3 clusters Score -188092.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -188299.171875 Penalty: 3646.492676
	Iteration 7Q: 3 clusters Score -188299.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -188461.046875 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -188461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -188586.078125 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -188586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -188651.906250 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -188651.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -188701.640625 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -188701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -188717.703125 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -188717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -188722.937500 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -188722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -188725.109375 Penalty: 3646.492676
	Iteration 14Q: 3 clusters Score -188725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -188726.656250 Penalty: 3646.492676
	Iteration 15Q: 3 clusters Score -188726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -188726.656250 Penalty: 3646.492676
	Iteration 16F: 3 clusters Score -188726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 185583 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 53312 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 316 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 62328 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 28892 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122793 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 181 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 1763 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
Score: -95471136.000000 Penalty: 109682.515625
Splitting cluster 27 changes total score from -95470464.000000 to -95471136.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -229223.453125 Penalty: 1841.488770
	Iteration 0F: 2 clusters Score -229223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -226789.406250 Penalty: 3682.977539
	Iteration 0F: 3 clusters Score -226789.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -227385.500000 Penalty: 3682.977539
	Iteration 1F: 3 clusters Score -227385.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227734.890625 Penalty: 3682.977539
	Iteration 2F: 3 clusters Score -227734.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -228007.296875 Penalty: 3682.977539
	Iteration 3F: 3 clusters Score -228007.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -228177.718750 Penalty: 3682.977539
	Iteration 4F: 3 clusters Score -228177.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -228294.421875 Penalty: 3682.977539
	Iteration 5Q: 3 clusters Score -228294.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -228397.656250 Penalty: 3682.977539
	Iteration 6Q: 3 clusters Score -228397.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -228474.625000 Penalty: 3682.977539
	Iteration 7Q: 3 clusters Score -228474.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -228527.937500 Penalty: 3682.977539
	Iteration 8Q: 3 clusters Score -228527.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -228547.640625 Penalty: 3682.977539
	Iteration 9Q: 3 clusters Score -228547.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -228565.593750 Penalty: 3682.977539
	Iteration 10Q: 3 clusters Score -228565.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -228573.484375 Penalty: 3682.977539
	Iteration 11Q: 3 clusters Score -228573.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -228582.640625 Penalty: 3682.977539
	Iteration 12Q: 3 clusters Score -228582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -228588.390625 Penalty: 3682.977539
	Iteration 13Q: 3 clusters Score -228588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -228592.062500 Penalty: 3682.977539
	Iteration 14Q: 3 clusters Score -228592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -228595.500000 Penalty: 3682.977539
	Iteration 15Q: 3 clusters Score -228595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -228595.953125 Penalty: 3682.977539
	Iteration 16Q: 3 clusters Score -228596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -228597.906250 Penalty: 3682.977539
	Iteration 17Q: 3 clusters Score -228597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -228601.546875 Penalty: 3682.977539
	Iteration 18Q: 3 clusters Score -228601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -228602.781250 Penalty: 3682.977539
	Iteration 19Q: 3 clusters Score -228602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -228604.187500 Penalty: 3682.977539
	Iteration 20F: 3 clusters Score -228604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -228607.484375 Penalty: 3682.977539
	Iteration 21Q: 3 clusters Score -228607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -228611.781250 Penalty: 3682.977539
	Iteration 22Q: 3 clusters Score -228611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -228615.031250 Penalty: 3682.977539
	Iteration 23Q: 3 clusters Score -228615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -228616.437500 Penalty: 3682.977539
	Iteration 24Q: 3 clusters Score -228616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -228617.203125 Penalty: 3682.977539
	Iteration 25Q: 3 clusters Score -228617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -228618.781250 Penalty: 3682.977539
	Iteration 26Q: 3 clusters Score -228618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -228619.656250 Penalty: 3682.977539
	Iteration 27Q: 3 clusters Score -228619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -228621.750000 Penalty: 3682.977539
	Iteration 28Q: 3 clusters Score -228621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -228621.750000 Penalty: 3682.977539
	Iteration 29F: 3 clusters Score -228621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Entering Unmasked Estep 
Score: -1117907.125000 Penalty: 2219.088135
	Iteration 0F: 2 clusters Score -1117907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1111729.625000 Penalty: 4438.176270
	Iteration 0F: 3 clusters Score -1111730 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1113761.875000 Penalty: 4438.176270
	Iteration 1F: 3 clusters Score -1113762 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1114622.375000 Penalty: 4438.176270
	Iteration 2F: 3 clusters Score -1114622 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1115474.375000 Penalty: 4438.176270
	Iteration 3F: 3 clusters Score -1115474 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1116133.750000 Penalty: 4438.176270
	Iteration 4F: 3 clusters Score -1116134 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1116505.875000 Penalty: 4438.176270
	Iteration 5F: 3 clusters Score -1116506 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1116665.500000 Penalty: 4438.176270
	Iteration 6Q: 3 clusters Score -1116666 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1116743.500000 Penalty: 4438.176270
	Iteration 7Q: 3 clusters Score -1116744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1116782.500000 Penalty: 4438.176270
	Iteration 8Q: 3 clusters Score -1116782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1116804.375000 Penalty: 4438.176270
	Iteration 9Q: 3 clusters Score -1116804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1116818.125000 Penalty: 4438.176270
	Iteration 10Q: 3 clusters Score -1116818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1116827.625000 Penalty: 4438.176270
	Iteration 11Q: 3 clusters Score -1116828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1116835.750000 Penalty: 4438.176270
	Iteration 12Q: 3 clusters Score -1116836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1116841.125000 Penalty: 4438.176270
	Iteration 13Q: 3 clusters Score -1116841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1116845.500000 Penalty: 4438.176270
	Iteration 14Q: 3 clusters Score -1116846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1116844.500000 Penalty: 4438.176270
	Iteration 15Q: 3 clusters Score -1116844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1116845.625000 Penalty: 4438.176270
	Iteration 16Q: 3 clusters Score -1116846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1116845.625000 Penalty: 4438.176270
	Iteration 17Q: 3 clusters Score -1116846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1116848.375000 Penalty: 4438.176270
	Iteration 18Q: 3 clusters Score -1116848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1116849.875000 Penalty: 4438.176270
	Iteration 19Q: 3 clusters Score -1116850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1116849.625000 Penalty: 4438.176270
	Iteration 20F: 3 clusters Score -1116850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 185583 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 35382 members 
Mstep: Class 13 contains 53312 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 316 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 62328 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12946 members 
Mstep: Class 22 contains 28892 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 122793 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 3302.263184 but Gain 3323.710938
Score: -95471840.000000 Penalty: 106358.804688
Iteration 79Q: 33 clusters Score -9.547184e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 14839 members 
Mstep: Class 3 contains 10058 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 186588 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 21327 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 10 contains 13597 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 35384 members 
Mstep: Class 13 contains 51904 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 62335 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12956 members 
Mstep: Class 22 contains 29163 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 123020 members 
Mstep: Class 26 contains 5315 members 
Mstep: Class 27 contains 1176 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 7536 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 1698 members 
Mstep: Class 33 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474184.000000 Penalty: 106358.804688
Iteration 80F: 33 clusters Score -9.547418e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 14815 members 
Mstep: Class 3 contains 9997 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 187541 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 21323 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 13612 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 35278 members 
Mstep: Class 13 contains 50391 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 325 members 
Mstep: Class 16 contains 6250 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 62347 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 12959 members 
Mstep: Class 22 contains 29417 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 791 members 
Mstep: Class 25 contains 123357 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 1194 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7384 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475192.000000 Penalty: 106358.804688
Iteration 81Q: 33 clusters Score -9.547519e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 14804 members 
Mstep: Class 3 contains 9938 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 188418 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 21328 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 35184 members 
Mstep: Class 13 contains 48903 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 62358 members 
Mstep: Class 19 contains 7153 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12966 members 
Mstep: Class 22 contains 29667 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 123769 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1193 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 7217 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 2200 members 
Mstep: Class 33 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475368.000000 Penalty: 106358.804688
Iteration 82Q: 33 clusters Score -9.547537e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 14799 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 189207 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 21329 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 35077 members 
Mstep: Class 13 contains 47486 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 62367 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12976 members 
Mstep: Class 22 contains 29922 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 124223 members 
Mstep: Class 26 contains 5334 members 
Mstep: Class 27 contains 1190 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 7050 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 2432 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475984.000000 Penalty: 106358.804688
Iteration 83Q: 33 clusters Score -9.547598e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 14792 members 
Mstep: Class 3 contains 9805 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 189919 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 21336 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 34968 members 
Mstep: Class 13 contains 46102 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 62391 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12985 members 
Mstep: Class 22 contains 30139 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 124725 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 1187 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 6906 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 2663 members 
Mstep: Class 33 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476280.000000 Penalty: 106358.804688
Iteration 84Q: 33 clusters Score -9.547628e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 14787 members 
Mstep: Class 3 contains 9736 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 190550 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21339 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 34883 members 
Mstep: Class 13 contains 44794 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6247 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 62406 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12999 members 
Mstep: Class 22 contains 30304 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 791 members 
Mstep: Class 25 contains 125267 members 
Mstep: Class 26 contains 5350 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 6792 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476648.000000 Penalty: 106358.804688
Iteration 85Q: 33 clusters Score -9.547665e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 14780 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 191122 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21340 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 13714 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 34828 members 
Mstep: Class 13 contains 43529 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62401 members 
Mstep: Class 19 contains 7117 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 13007 members 
Mstep: Class 22 contains 30428 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 125890 members 
Mstep: Class 26 contains 5342 members 
Mstep: Class 27 contains 1184 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 3007 members 
Mstep: Class 33 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476992.000000 Penalty: 106358.804688
Iteration 86Q: 33 clusters Score -9.547699e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 14771 members 
Mstep: Class 3 contains 9647 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 191589 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21346 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 34776 members 
Mstep: Class 13 contains 42278 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62395 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 13011 members 
Mstep: Class 22 contains 30543 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 126610 members 
Mstep: Class 26 contains 5354 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 6586 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 3162 members 
Mstep: Class 33 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477200.000000 Penalty: 106358.804688
Iteration 87Q: 33 clusters Score -9.54772e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 14766 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 191994 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21336 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 34711 members 
Mstep: Class 13 contains 41126 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62377 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 13018 members 
Mstep: Class 22 contains 30640 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 127335 members 
Mstep: Class 26 contains 5350 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 6503 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477624.000000 Penalty: 106358.804688
Iteration 88Q: 33 clusters Score -9.547762e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 14761 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 192379 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21321 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 13750 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 34631 members 
Mstep: Class 13 contains 39933 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62364 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 13022 members 
Mstep: Class 22 contains 30732 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 128116 members 
Mstep: Class 26 contains 5348 members 
Mstep: Class 27 contains 1175 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 3509 members 
Mstep: Class 33 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477824.000000 Penalty: 106358.804688
Iteration 89Q: 33 clusters Score -9.547782e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 14754 members 
Mstep: Class 3 contains 9533 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 192683 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21319 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 13766 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 34523 members 
Mstep: Class 13 contains 38708 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62351 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 13032 members 
Mstep: Class 22 contains 30843 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 128982 members 
Mstep: Class 26 contains 5347 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 6333 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 3699 members 
Mstep: Class 33 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478008.000000 Penalty: 106358.804688
Iteration 90Q: 33 clusters Score -9.547801e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 14754 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 192952 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21312 members 
Mstep: Class 9 contains 7599 members 
Mstep: Class 10 contains 13788 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 34391 members 
Mstep: Class 13 contains 37510 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62346 members 
Mstep: Class 19 contains 7030 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 13039 members 
Mstep: Class 22 contains 30947 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 129857 members 
Mstep: Class 26 contains 5337 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 1681 members 
Mstep: Class 29 contains 6248 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478048.000000 Penalty: 106358.804688
Iteration 91Q: 33 clusters Score -9.547805e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 14752 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 193168 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21316 members 
Mstep: Class 9 contains 7600 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 34234 members 
Mstep: Class 13 contains 36360 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62329 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13037 members 
Mstep: Class 22 contains 31031 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 130737 members 
Mstep: Class 26 contains 5338 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1681 members 
Mstep: Class 29 contains 6171 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 4184 members 
Mstep: Class 33 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477984.000000 Penalty: 106358.804688
Iteration 92Q: 33 clusters Score -9.547798e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 14751 members 
Mstep: Class 3 contains 9424 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 193285 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 7600 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 34052 members 
Mstep: Class 13 contains 35269 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62335 members 
Mstep: Class 19 contains 7011 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13031 members 
Mstep: Class 22 contains 31116 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 131652 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 1167 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 6094 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 4459 members 
Mstep: Class 33 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478144.000000 Penalty: 106358.804688
Iteration 93Q: 33 clusters Score -9.547814e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 14752 members 
Mstep: Class 3 contains 9377 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 193363 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21330 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 13843 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 33871 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6242 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62340 members 
Mstep: Class 19 contains 7008 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13023 members 
Mstep: Class 22 contains 31173 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 132550 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 1166 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 6033 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 4744 members 
Mstep: Class 33 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478336.000000 Penalty: 106358.804688
Iteration 94Q: 33 clusters Score -9.547834e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 14748 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 193423 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21334 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 13853 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 33718 members 
Mstep: Class 13 contains 33221 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62356 members 
Mstep: Class 19 contains 7004 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13024 members 
Mstep: Class 22 contains 31217 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 133413 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 1165 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5978 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478800.000000 Penalty: 106358.804688
Iteration 95Q: 33 clusters Score -9.54788e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 14741 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 193435 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21333 members 
Mstep: Class 9 contains 7620 members 
Mstep: Class 10 contains 13873 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 33564 members 
Mstep: Class 13 contains 32265 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62372 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13019 members 
Mstep: Class 22 contains 31274 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 134299 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 1159 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 5927 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 5213 members 
Mstep: Class 33 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478848.000000 Penalty: 106358.804688
Iteration 96Q: 33 clusters Score -9.547885e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 14737 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 193415 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21329 members 
Mstep: Class 9 contains 7623 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 33427 members 
Mstep: Class 13 contains 31391 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62387 members 
Mstep: Class 19 contains 6988 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13013 members 
Mstep: Class 22 contains 31316 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 135150 members 
Mstep: Class 26 contains 5319 members 
Mstep: Class 27 contains 1149 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 5887 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 5411 members 
Mstep: Class 33 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478624.000000 Penalty: 106358.804688
Iteration 97Q: 33 clusters Score -9.547862e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 14720 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 193404 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21343 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 33264 members 
Mstep: Class 13 contains 30527 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62421 members 
Mstep: Class 19 contains 6980 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 31354 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 136001 members 
Mstep: Class 26 contains 5314 members 
Mstep: Class 27 contains 1144 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5856 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 5580 members 
Mstep: Class 33 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478288.000000 Penalty: 106358.804688
Iteration 98Q: 33 clusters Score -9.547829e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 14703 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 193351 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21334 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 13898 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 33135 members 
Mstep: Class 13 contains 29699 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62433 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13006 members 
Mstep: Class 22 contains 31382 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 136840 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5827 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478424.000000 Penalty: 106358.804688
Iteration 99Q: 33 clusters Score -9.547842e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 14693 members 
Mstep: Class 3 contains 9243 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 193252 members 
Mstep: Class 6 contains 1442 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21326 members 
Mstep: Class 9 contains 7643 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 33033 members 
Mstep: Class 13 contains 28963 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62443 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13007 members 
Mstep: Class 22 contains 31417 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 137620 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 5800 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 5907 members 
Mstep: Class 33 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478816.000000 Penalty: 106358.804688
Iteration 100F: 33 clusters Score -9.547882e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 14686 members 
Mstep: Class 3 contains 9234 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 193130 members 
Mstep: Class 6 contains 1443 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 21322 members 
Mstep: Class 9 contains 7653 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 32764 members 
Mstep: Class 13 contains 28264 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 13002 members 
Mstep: Class 22 contains 31464 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 138351 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 5774 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 6311 members 
Mstep: Class 33 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479008.000000 Penalty: 106358.804688
Iteration 101Q: 33 clusters Score -9.547901e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 14690 members 
Mstep: Class 3 contains 9207 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 193017 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21342 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 13922 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 32440 members 
Mstep: Class 13 contains 27623 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62454 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 12989 members 
Mstep: Class 22 contains 31511 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 139026 members 
Mstep: Class 26 contains 5272 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5745 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 6756 members 
Mstep: Class 33 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479512.000000 Penalty: 106358.804688
Iteration 102Q: 33 clusters Score -9.547951e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 14697 members 
Mstep: Class 3 contains 9186 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 192920 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21354 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 13919 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 32100 members 
Mstep: Class 13 contains 26986 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 333 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62464 members 
Mstep: Class 19 contains 6833 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12973 members 
Mstep: Class 22 contains 31563 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 139678 members 
Mstep: Class 26 contains 5256 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5724 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 7217 members 
Mstep: Class 33 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479872.000000 Penalty: 106358.804688
Iteration 103Q: 33 clusters Score -9.547987e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 14697 members 
Mstep: Class 3 contains 9188 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 192838 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21372 members 
Mstep: Class 9 contains 7658 members 
Mstep: Class 10 contains 13921 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 31712 members 
Mstep: Class 13 contains 26405 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 333 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62507 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12945 members 
Mstep: Class 22 contains 31612 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 140203 members 
Mstep: Class 26 contains 5236 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5705 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 7732 members 
Mstep: Class 33 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479896.000000 Penalty: 106358.804688
Iteration 104Q: 33 clusters Score -9.54799e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 14703 members 
Mstep: Class 3 contains 9186 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 192857 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21394 members 
Mstep: Class 9 contains 7661 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 31299 members 
Mstep: Class 13 contains 25807 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 335 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62574 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12934 members 
Mstep: Class 22 contains 31657 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 140626 members 
Mstep: Class 26 contains 5214 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5685 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 8256 members 
Mstep: Class 33 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480232.000000 Penalty: 106358.804688
Iteration 105Q: 33 clusters Score -9.548023e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 14710 members 
Mstep: Class 3 contains 9178 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 192923 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21410 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 30928 members 
Mstep: Class 13 contains 25190 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 335 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62642 members 
Mstep: Class 19 contains 6698 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12912 members 
Mstep: Class 22 contains 31713 members 
Mstep: Class 23 contains 331 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 140980 members 
Mstep: Class 26 contains 5194 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 5668 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 8767 members 
Mstep: Class 33 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480448.000000 Penalty: 106358.804688
Iteration 106Q: 33 clusters Score -9.548045e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 14714 members 
Mstep: Class 3 contains 9185 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 192984 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21431 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 30577 members 
Mstep: Class 13 contains 24620 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 338 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62716 members 
Mstep: Class 19 contains 6641 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12890 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141285 members 
Mstep: Class 26 contains 5181 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 5648 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 9238 members 
Mstep: Class 33 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480568.000000 Penalty: 106358.804688
Iteration 107Q: 33 clusters Score -9.548057e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 14709 members 
Mstep: Class 3 contains 9210 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 193129 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21449 members 
Mstep: Class 9 contains 7676 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 30255 members 
Mstep: Class 13 contains 24091 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 62801 members 
Mstep: Class 19 contains 6589 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12881 members 
Mstep: Class 22 contains 31835 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141497 members 
Mstep: Class 26 contains 5169 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 5637 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 9645 members 
Mstep: Class 33 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481296.000000 Penalty: 106358.804688
Iteration 108Q: 33 clusters Score -9.54813e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 14702 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 193328 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21469 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 23592 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 62855 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 12864 members 
Mstep: Class 22 contains 31898 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141602 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 10007 members 
Mstep: Class 33 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481424.000000 Penalty: 106358.804688
Iteration 109Q: 33 clusters Score -9.548142e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 9270 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 193576 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21485 members 
Mstep: Class 9 contains 7688 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 29747 members 
Mstep: Class 13 contains 23118 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62924 members 
Mstep: Class 19 contains 6496 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12858 members 
Mstep: Class 22 contains 31954 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141663 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 5624 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 10303 members 
Mstep: Class 33 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481752.000000 Penalty: 106358.804688
Iteration 110Q: 33 clusters Score -9.548175e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 14710 members 
Mstep: Class 3 contains 9302 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 193848 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 21507 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 13956 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 29505 members 
Mstep: Class 13 contains 22662 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62961 members 
Mstep: Class 19 contains 6463 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12843 members 
Mstep: Class 22 contains 32009 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141724 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 5622 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481624.000000 Penalty: 106358.804688
Iteration 111Q: 33 clusters Score -9.548162e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 14723 members 
Mstep: Class 3 contains 9324 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 194118 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 21560 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 13958 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 29317 members 
Mstep: Class 13 contains 22224 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62982 members 
Mstep: Class 19 contains 6442 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12817 members 
Mstep: Class 22 contains 32074 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141751 members 
Mstep: Class 26 contains 5113 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5618 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 10783 members 
Mstep: Class 33 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481848.000000 Penalty: 106358.804688
Iteration 112Q: 33 clusters Score -9.548185e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 14732 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 194395 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 21608 members 
Mstep: Class 9 contains 7699 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 29134 members 
Mstep: Class 13 contains 21817 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63008 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12808 members 
Mstep: Class 22 contains 32130 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141787 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5615 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 10953 members 
Mstep: Class 33 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481952.000000 Penalty: 106358.804688
Iteration 113Q: 33 clusters Score -9.548195e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 14740 members 
Mstep: Class 3 contains 9350 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 194695 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 21652 members 
Mstep: Class 9 contains 7708 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 28970 members 
Mstep: Class 13 contains 21421 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63039 members 
Mstep: Class 19 contains 6404 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 32194 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141781 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5612 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11074 members 
Mstep: Class 33 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482096.000000 Penalty: 106358.804688
Iteration 114Q: 33 clusters Score -9.54821e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 14741 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 194989 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 21695 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 28825 members 
Mstep: Class 13 contains 21039 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63073 members 
Mstep: Class 19 contains 6396 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 12792 members 
Mstep: Class 22 contains 32246 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141760 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11192 members 
Mstep: Class 33 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482264.000000 Penalty: 106358.804688
Iteration 115Q: 33 clusters Score -9.548226e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 14747 members 
Mstep: Class 3 contains 9394 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 195335 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13947 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 28704 members 
Mstep: Class 13 contains 20660 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63090 members 
Mstep: Class 19 contains 6384 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12791 members 
Mstep: Class 22 contains 32292 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 141723 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11287 members 
Mstep: Class 33 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482944.000000 Penalty: 106358.804688
Iteration 116Q: 33 clusters Score -9.548294e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 14741 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 195643 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 339 members 
Mstep: Class 8 contains 21761 members 
Mstep: Class 9 contains 7714 members 
Mstep: Class 10 contains 13947 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 28604 members 
Mstep: Class 13 contains 20270 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63101 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 12782 members 
Mstep: Class 22 contains 32337 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 141729 members 
Mstep: Class 26 contains 5083 members 
Mstep: Class 27 contains 1005 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11368 members 
Mstep: Class 33 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95483432.000000 Penalty: 106358.804688
Iteration 117Q: 33 clusters Score -9.548343e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 14744 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 195922 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 21799 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 28499 members 
Mstep: Class 13 contains 19894 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63110 members 
Mstep: Class 19 contains 6364 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 12784 members 
Mstep: Class 22 contains 32396 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 798 members 
Mstep: Class 25 contains 141761 members 
Mstep: Class 26 contains 5076 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95483904.000000 Penalty: 106358.804688
Iteration 118Q: 33 clusters Score -9.54839e+07 nChanged 1073
Entering ConstructFrom: 
Score: -95483904.000000 Penalty: 106358.804688
Entering ConstructFrom: 
Trying to split cluster 1 (48319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Entering Unmasked Estep 
Score: -7083785.000000 Penalty: 2674.823730
	Iteration 0F: 2 clusters Score -7083785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -7051254.000000 Penalty: 5349.647461
	Iteration 0F: 3 clusters Score -7051254 nChanged 22263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -7063465.500000 Penalty: 5349.647461
	Iteration 1F: 3 clusters Score -7063466 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -7064056.500000 Penalty: 5349.647461
	Iteration 2Q: 3 clusters Score -7064056 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7064710.500000 Penalty: 5349.647461
	Iteration 3Q: 3 clusters Score -7064710 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7065476.500000 Penalty: 5349.647461
	Iteration 4Q: 3 clusters Score -7065476 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7066609.500000 Penalty: 5349.647461
	Iteration 5Q: 3 clusters Score -7066610 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -7068274.000000 Penalty: 5349.647461
	Iteration 6F: 3 clusters Score -7068274 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -7070636.500000 Penalty: 5349.647461
	Iteration 7F: 3 clusters Score -7070636 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -7073414.000000 Penalty: 5349.647461
	Iteration 8F: 3 clusters Score -7073414 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -7076185.500000 Penalty: 5349.647461
	Iteration 9F: 3 clusters Score -7076186 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7078448.000000 Penalty: 5349.647461
	Iteration 10F: 3 clusters Score -7078448 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7079861.500000 Penalty: 5349.647461
	Iteration 11Q: 3 clusters Score -7079862 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7080678.000000 Penalty: 5349.647461
	Iteration 12Q: 3 clusters Score -7080678 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7081083.500000 Penalty: 5349.647461
	Iteration 13Q: 3 clusters Score -7081084 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7081274.000000 Penalty: 5349.647461
	Iteration 14Q: 3 clusters Score -7081274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7081377.000000 Penalty: 5349.647461
	Iteration 15Q: 3 clusters Score -7081377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7081446.500000 Penalty: 5349.647461
	Iteration 16Q: 3 clusters Score -7081446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7081491.000000 Penalty: 5349.647461
	Iteration 17Q: 3 clusters Score -7081491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7081530.000000 Penalty: 5349.647461
	Iteration 18Q: 3 clusters Score -7081530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7081554.000000 Penalty: 5349.647461
	Iteration 19Q: 3 clusters Score -7081554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7081582.500000 Penalty: 5349.647461
	Iteration 20F: 3 clusters Score -7081582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7081593.000000 Penalty: 5349.647461
	Iteration 21Q: 3 clusters Score -7081593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7081594.000000 Penalty: 5349.647461
	Iteration 22Q: 3 clusters Score -7081594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7081605.500000 Penalty: 5349.647461
	Iteration 23Q: 3 clusters Score -7081606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7081618.500000 Penalty: 5349.647461
	Iteration 24Q: 3 clusters Score -7081618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7081617.000000 Penalty: 5349.647461
	Iteration 25Q: 3 clusters Score -7081617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7081611.500000 Penalty: 5349.647461
	Iteration 26Q: 3 clusters Score -7081612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7081616.000000 Penalty: 5349.647461
	Iteration 27Q: 3 clusters Score -7081616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7081616.000000 Penalty: 5349.647461
	Iteration 28F: 3 clusters Score -7081616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Entering Unmasked Estep 
Score: -2159056.250000 Penalty: 2380.551514
	Iteration 0F: 2 clusters Score -2159056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2148433.500000 Penalty: 4761.103027
	Iteration 0F: 3 clusters Score -2148434 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2151962.750000 Penalty: 4761.103027
	Iteration 1F: 3 clusters Score -2151963 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2152437.500000 Penalty: 4761.103027
	Iteration 2F: 3 clusters Score -2152438 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2152896.250000 Penalty: 4761.103027
	Iteration 3F: 3 clusters Score -2152896 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2153298.500000 Penalty: 4761.103027
	Iteration 4F: 3 clusters Score -2153298 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2153723.500000 Penalty: 4761.103027
	Iteration 5F: 3 clusters Score -2153724 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2154125.000000 Penalty: 4761.103027
	Iteration 6Q: 3 clusters Score -2154125 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2154485.500000 Penalty: 4761.103027
	Iteration 7Q: 3 clusters Score -2154486 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2154837.000000 Penalty: 4761.103027
	Iteration 8Q: 3 clusters Score -2154837 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2155165.500000 Penalty: 4761.103027
	Iteration 9Q: 3 clusters Score -2155166 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2155457.500000 Penalty: 4761.103027
	Iteration 10Q: 3 clusters Score -2155458 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2155741.750000 Penalty: 4761.103027
	Iteration 11Q: 3 clusters Score -2155742 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2155954.000000 Penalty: 4761.103027
	Iteration 12Q: 3 clusters Score -2155954 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2156103.000000 Penalty: 4761.103027
	Iteration 13Q: 3 clusters Score -2156103 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2156214.500000 Penalty: 4761.103027
	Iteration 14Q: 3 clusters Score -2156214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2156274.500000 Penalty: 4761.103027
	Iteration 15Q: 3 clusters Score -2156274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2156337.750000 Penalty: 4761.103027
	Iteration 16Q: 3 clusters Score -2156338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2156388.000000 Penalty: 4761.103027
	Iteration 17Q: 3 clusters Score -2156388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2156439.500000 Penalty: 4761.103027
	Iteration 18Q: 3 clusters Score -2156440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2156481.000000 Penalty: 4761.103027
	Iteration 19Q: 3 clusters Score -2156481 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2156519.250000 Penalty: 4761.103027
	Iteration 20F: 3 clusters Score -2156519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2156546.000000 Penalty: 4761.103027
	Iteration 21Q: 3 clusters Score -2156546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2156568.250000 Penalty: 4761.103027
	Iteration 22Q: 3 clusters Score -2156568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2156600.500000 Penalty: 4761.103027
	Iteration 23Q: 3 clusters Score -2156600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2156634.000000 Penalty: 4761.103027
	Iteration 24Q: 3 clusters Score -2156634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2156676.000000 Penalty: 4761.103027
	Iteration 25Q: 3 clusters Score -2156676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2156700.750000 Penalty: 4761.103027
	Iteration 26Q: 3 clusters Score -2156701 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2156727.750000 Penalty: 4761.103027
	Iteration 27Q: 3 clusters Score -2156728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2156750.750000 Penalty: 4761.103027
	Iteration 28Q: 3 clusters Score -2156751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2156768.250000 Penalty: 4761.103027
	Iteration 29Q: 3 clusters Score -2156768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2156784.000000 Penalty: 4761.103027
	Iteration 30Q: 3 clusters Score -2156784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2156801.250000 Penalty: 4761.103027
	Iteration 31Q: 3 clusters Score -2156801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2156820.500000 Penalty: 4761.103027
	Iteration 32Q: 3 clusters Score -2156820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2156836.000000 Penalty: 4761.103027
	Iteration 33Q: 3 clusters Score -2156836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2156848.500000 Penalty: 4761.103027
	Iteration 34Q: 3 clusters Score -2156848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2156859.750000 Penalty: 4761.103027
	Iteration 35Q: 3 clusters Score -2156860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2156872.500000 Penalty: 4761.103027
	Iteration 36Q: 3 clusters Score -2156872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2156882.000000 Penalty: 4761.103027
	Iteration 37Q: 3 clusters Score -2156882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2156893.250000 Penalty: 4761.103027
	Iteration 38Q: 3 clusters Score -2156893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2156901.500000 Penalty: 4761.103027
	Iteration 39Q: 3 clusters Score -2156902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2156903.500000 Penalty: 4761.103027
	Iteration 40F: 3 clusters Score -2156904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2156905.750000 Penalty: 4761.103027
	Iteration 41Q: 3 clusters Score -2156906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2156907.750000 Penalty: 4761.103027
	Iteration 42Q: 3 clusters Score -2156908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2156910.750000 Penalty: 4761.103027
	Iteration 43Q: 3 clusters Score -2156911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2156912.250000 Penalty: 4761.103027
	Iteration 44Q: 3 clusters Score -2156912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2156915.500000 Penalty: 4761.103027
	Iteration 45Q: 3 clusters Score -2156916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2156917.500000 Penalty: 4761.103027
	Iteration 46Q: 3 clusters Score -2156918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2156920.500000 Penalty: 4761.103027
	Iteration 47Q: 3 clusters Score -2156920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2156927.000000 Penalty: 4761.103027
	Iteration 48Q: 3 clusters Score -2156927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2156929.250000 Penalty: 4761.103027
	Iteration 49Q: 3 clusters Score -2156929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2156932.500000 Penalty: 4761.103027
	Iteration 50Q: 3 clusters Score -2156932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2156940.250000 Penalty: 4761.103027
	Iteration 51Q: 3 clusters Score -2156940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2156945.250000 Penalty: 4761.103027
	Iteration 52Q: 3 clusters Score -2156945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2156946.000000 Penalty: 4761.103027
	Iteration 53Q: 3 clusters Score -2156946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2156953.500000 Penalty: 4761.103027
	Iteration 54Q: 3 clusters Score -2156954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2156954.250000 Penalty: 4761.103027
	Iteration 55Q: 3 clusters Score -2156954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2156961.750000 Penalty: 4761.103027
	Iteration 56Q: 3 clusters Score -2156962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2156960.750000 Penalty: 4761.103027
	Iteration 57Q: 3 clusters Score -2156961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2156963.250000 Penalty: 4761.103027
	Iteration 58Q: 3 clusters Score -2156963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2156962.250000 Penalty: 4761.103027
	Iteration 59Q: 3 clusters Score -2156962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2156959.750000 Penalty: 4761.103027
	Iteration 60F: 3 clusters Score -2156960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2156964.000000 Penalty: 4761.103027
	Iteration 61Q: 3 clusters Score -2156964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2156961.000000 Penalty: 4761.103027
	Iteration 62Q: 3 clusters Score -2156961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2156961.750000 Penalty: 4761.103027
	Iteration 63Q: 3 clusters Score -2156962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2156966.000000 Penalty: 4761.103027
	Iteration 64Q: 3 clusters Score -2156966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2156962.500000 Penalty: 4761.103027
	Iteration 65Q: 3 clusters Score -2156962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2156963.000000 Penalty: 4761.103027
	Iteration 66Q: 3 clusters Score -2156963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2156963.000000 Penalty: 4761.103027
	Iteration 67F: 3 clusters Score -2156963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -1362633.000000 Penalty: 2269.977539
	Iteration 0F: 2 clusters Score -1362633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1355335.250000 Penalty: 4539.955078
	Iteration 0F: 3 clusters Score -1355335 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1357453.500000 Penalty: 4539.955078
	Iteration 1F: 3 clusters Score -1357454 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1357828.000000 Penalty: 4539.955078
	Iteration 2F: 3 clusters Score -1357828 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1358111.250000 Penalty: 4539.955078
	Iteration 3F: 3 clusters Score -1358111 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1358382.250000 Penalty: 4539.955078
	Iteration 4F: 3 clusters Score -1358382 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1358640.125000 Penalty: 4539.955078
	Iteration 5Q: 3 clusters Score -1358640 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1358911.875000 Penalty: 4539.955078
	Iteration 6Q: 3 clusters Score -1358912 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1359251.000000 Penalty: 4539.955078
	Iteration 7Q: 3 clusters Score -1359251 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1359552.875000 Penalty: 4539.955078
	Iteration 8Q: 3 clusters Score -1359553 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1359797.875000 Penalty: 4539.955078
	Iteration 9Q: 3 clusters Score -1359798 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1359958.250000 Penalty: 4539.955078
	Iteration 10Q: 3 clusters Score -1359958 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1360078.125000 Penalty: 4539.955078
	Iteration 11Q: 3 clusters Score -1360078 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1360179.625000 Penalty: 4539.955078
	Iteration 12Q: 3 clusters Score -1360180 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1360248.625000 Penalty: 4539.955078
	Iteration 13Q: 3 clusters Score -1360249 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1360306.000000 Penalty: 4539.955078
	Iteration 14Q: 3 clusters Score -1360306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1360350.750000 Penalty: 4539.955078
	Iteration 15Q: 3 clusters Score -1360351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1360379.750000 Penalty: 4539.955078
	Iteration 16Q: 3 clusters Score -1360380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1360396.125000 Penalty: 4539.955078
	Iteration 17Q: 3 clusters Score -1360396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1360411.500000 Penalty: 4539.955078
	Iteration 18Q: 3 clusters Score -1360412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1360422.875000 Penalty: 4539.955078
	Iteration 19Q: 3 clusters Score -1360423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1360426.750000 Penalty: 4539.955078
	Iteration 20F: 3 clusters Score -1360427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1360431.500000 Penalty: 4539.955078
	Iteration 21Q: 3 clusters Score -1360432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1360436.625000 Penalty: 4539.955078
	Iteration 22Q: 3 clusters Score -1360437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1360444.250000 Penalty: 4539.955078
	Iteration 23Q: 3 clusters Score -1360444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1360446.375000 Penalty: 4539.955078
	Iteration 24Q: 3 clusters Score -1360446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1360450.250000 Penalty: 4539.955078
	Iteration 25Q: 3 clusters Score -1360450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1360454.250000 Penalty: 4539.955078
	Iteration 26Q: 3 clusters Score -1360454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1360455.875000 Penalty: 4539.955078
	Iteration 27Q: 3 clusters Score -1360456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1360460.625000 Penalty: 4539.955078
	Iteration 28Q: 3 clusters Score -1360461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1360459.625000 Penalty: 4539.955078
	Iteration 29Q: 3 clusters Score -1360460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1360462.250000 Penalty: 4539.955078
	Iteration 30Q: 3 clusters Score -1360462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1360466.375000 Penalty: 4539.955078
	Iteration 31Q: 3 clusters Score -1360466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1360468.625000 Penalty: 4539.955078
	Iteration 32Q: 3 clusters Score -1360469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1360471.375000 Penalty: 4539.955078
	Iteration 33Q: 3 clusters Score -1360471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1360473.750000 Penalty: 4539.955078
	Iteration 34Q: 3 clusters Score -1360474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1360471.750000 Penalty: 4539.955078
	Iteration 35Q: 3 clusters Score -1360472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1360471.625000 Penalty: 4539.955078
	Iteration 36Q: 3 clusters Score -1360472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1360472.000000 Penalty: 4539.955078
	Iteration 37Q: 3 clusters Score -1360472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1360472.500000 Penalty: 4539.955078
	Iteration 38Q: 3 clusters Score -1360472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1360472.500000 Penalty: 4539.955078
	Iteration 39F: 3 clusters Score -1360472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -202756.578125 Penalty: 1849.630127
	Iteration 0F: 2 clusters Score -202756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200347.359375 Penalty: 3699.260254
	Iteration 0F: 3 clusters Score -200347.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -200804.250000 Penalty: 3699.260254
	Iteration 1F: 3 clusters Score -200804.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -200949.421875 Penalty: 3699.260254
	Iteration 2F: 3 clusters Score -200949.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -201034.359375 Penalty: 3699.260254
	Iteration 3Q: 3 clusters Score -201034.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -201088.640625 Penalty: 3699.260254
	Iteration 4Q: 3 clusters Score -201088.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -201141.250000 Penalty: 3699.260254
	Iteration 5Q: 3 clusters Score -201141.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -201157.359375 Penalty: 3699.260254
	Iteration 6Q: 3 clusters Score -201157.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -201169.531250 Penalty: 3699.260254
	Iteration 7Q: 3 clusters Score -201169.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -201181.078125 Penalty: 3699.260254
	Iteration 8Q: 3 clusters Score -201181.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -201208.156250 Penalty: 3699.260254
	Iteration 9Q: 3 clusters Score -201208.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201234.953125 Penalty: 3699.260254
	Iteration 10Q: 3 clusters Score -201235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -201264.609375 Penalty: 3699.260254
	Iteration 11Q: 3 clusters Score -201264.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -201309.515625 Penalty: 3699.260254
	Iteration 12Q: 3 clusters Score -201309.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -201373.250000 Penalty: 3699.260254
	Iteration 13Q: 3 clusters Score -201373.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -201435.078125 Penalty: 3699.260254
	Iteration 14Q: 3 clusters Score -201435.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -201497.281250 Penalty: 3699.260254
	Iteration 15Q: 3 clusters Score -201497.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -201567.390625 Penalty: 3699.260254
	Iteration 16Q: 3 clusters Score -201567.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -201617.578125 Penalty: 3699.260254
	Iteration 17Q: 3 clusters Score -201617.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -201659.250000 Penalty: 3699.260254
	Iteration 18Q: 3 clusters Score -201659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201691.328125 Penalty: 3699.260254
	Iteration 19Q: 3 clusters Score -201691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -201715.734375 Penalty: 3699.260254
	Iteration 20F: 3 clusters Score -201715.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201734.281250 Penalty: 3699.260254
	Iteration 21Q: 3 clusters Score -201734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201742.328125 Penalty: 3699.260254
	Iteration 22Q: 3 clusters Score -201742.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -201753.015625 Penalty: 3699.260254
	Iteration 23Q: 3 clusters Score -201753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -201759.906250 Penalty: 3699.260254
	Iteration 24Q: 3 clusters Score -201759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -201774.531250 Penalty: 3699.260254
	Iteration 25Q: 3 clusters Score -201774.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -201796.750000 Penalty: 3699.260254
	Iteration 26Q: 3 clusters Score -201796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -201805.156250 Penalty: 3699.260254
	Iteration 27Q: 3 clusters Score -201805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201819.125000 Penalty: 3699.260254
	Iteration 28Q: 3 clusters Score -201819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -201838.406250 Penalty: 3699.260254
	Iteration 29Q: 3 clusters Score -201838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201852.390625 Penalty: 3699.260254
	Iteration 30Q: 3 clusters Score -201852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -201866.390625 Penalty: 3699.260254
	Iteration 31Q: 3 clusters Score -201866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -201878.859375 Penalty: 3699.260254
	Iteration 32Q: 3 clusters Score -201878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -201891.921875 Penalty: 3699.260254
	Iteration 33Q: 3 clusters Score -201891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -201897.140625 Penalty: 3699.260254
	Iteration 34Q: 3 clusters Score -201897.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -201901.781250 Penalty: 3699.260254
	Iteration 35Q: 3 clusters Score -201901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -201905.156250 Penalty: 3699.260254
	Iteration 36Q: 3 clusters Score -201905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -201908.796875 Penalty: 3699.260254
	Iteration 37Q: 3 clusters Score -201908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -201916.187500 Penalty: 3699.260254
	Iteration 38Q: 3 clusters Score -201916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -201922.062500 Penalty: 3699.260254
	Iteration 39Q: 3 clusters Score -201922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -201925.718750 Penalty: 3699.260254
	Iteration 40F: 3 clusters Score -201925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -201935.390625 Penalty: 3699.260254
	Iteration 41Q: 3 clusters Score -201935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -201945.921875 Penalty: 3699.260254
	Iteration 42Q: 3 clusters Score -201945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -201956.515625 Penalty: 3699.260254
	Iteration 43Q: 3 clusters Score -201956.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -201968.359375 Penalty: 3699.260254
	Iteration 44Q: 3 clusters Score -201968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -201972.937500 Penalty: 3699.260254
	Iteration 45Q: 3 clusters Score -201972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201974.812500 Penalty: 3699.260254
	Iteration 46Q: 3 clusters Score -201974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -201974.984375 Penalty: 3699.260254
	Iteration 47Q: 3 clusters Score -201975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201976.171875 Penalty: 3699.260254
	Iteration 48Q: 3 clusters Score -201976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201976.171875 Penalty: 3699.260254
	Iteration 49F: 3 clusters Score -201976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (196205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196205 members 
Entering Unmasked Estep 
Score: -29323598.000000 Penalty: 3022.354980
	Iteration 0F: 2 clusters Score -2.93236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -29194388.000000 Penalty: 6044.709961
	Iteration 0F: 3 clusters Score -2.919439e+07 nChanged 94240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -29249700.000000 Penalty: 6044.709961
	Iteration 1F: 3 clusters Score -2.92497e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -29250816.000000 Penalty: 6044.709961
	Iteration 2Q: 3 clusters Score -2.925082e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -29252078.000000 Penalty: 6044.709961
	Iteration 3Q: 3 clusters Score -2.925208e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -29253948.000000 Penalty: 6044.709961
	Iteration 4Q: 3 clusters Score -2.925395e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 117330 members 
Entering Unmasked Estep 
Score: -29257106.000000 Penalty: 6044.709961
	Iteration 5Q: 3 clusters Score -2.925711e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 126814 members 
Entering Unmasked Estep 
Score: -29261982.000000 Penalty: 6044.709961
	Iteration 6F: 3 clusters Score -2.926198e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 139647 members 
Entering Unmasked Estep 
Score: -29270130.000000 Penalty: 6044.709961
	Iteration 7F: 3 clusters Score -2.927013e+07 nChanged 15528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -29281846.000000 Penalty: 6044.709961
	Iteration 8F: 3 clusters Score -2.928185e+07 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -29295452.000000 Penalty: 6044.709961
	Iteration 9F: 3 clusters Score -2.929545e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 183362 members 
Entering Unmasked Estep 
Score: -29308142.000000 Penalty: 6044.709961
	Iteration 10F: 3 clusters Score -2.930814e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 190989 members 
Entering Unmasked Estep 
Score: -29316060.000000 Penalty: 6044.709961
	Iteration 11Q: 3 clusters Score -2.931606e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 194240 members 
Entering Unmasked Estep 
Score: -29319220.000000 Penalty: 6044.709961
	Iteration 12Q: 3 clusters Score -2.931922e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 195354 members 
Entering Unmasked Estep 
Score: -29320266.000000 Penalty: 6044.709961
	Iteration 13Q: 3 clusters Score -2.932027e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 195696 members 
Entering Unmasked Estep 
Score: -29320612.000000 Penalty: 6044.709961
	Iteration 14Q: 3 clusters Score -2.932061e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 195807 members 
Entering Unmasked Estep 
Score: -29320784.000000 Penalty: 6044.709961
	Iteration 15Q: 3 clusters Score -2.932078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 195840 members 
Entering Unmasked Estep 
Score: -29320846.000000 Penalty: 6044.709961
	Iteration 16Q: 3 clusters Score -2.932085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 195857 members 
Entering Unmasked Estep 
Score: -29320876.000000 Penalty: 6044.709961
	Iteration 17Q: 3 clusters Score -2.932088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 195861 members 
Entering Unmasked Estep 
Score: -29320906.000000 Penalty: 6044.709961
	Iteration 18Q: 3 clusters Score -2.932091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 195863 members 
Entering Unmasked Estep 
Score: -29320908.000000 Penalty: 6044.709961
	Iteration 19Q: 3 clusters Score -2.932091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 195863 members 
Entering Unmasked Estep 
Score: -29320918.000000 Penalty: 6044.709961
	Iteration 20F: 3 clusters Score -2.932092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 195865 members 
Entering Unmasked Estep 
Score: -29320912.000000 Penalty: 6044.709961
	Iteration 21Q: 3 clusters Score -2.932091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 195867 members 
Entering Unmasked Estep 
Score: -29320912.000000 Penalty: 6044.709961
	Iteration 22Q: 3 clusters Score -2.932091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195869 members 
Entering Unmasked Estep 
Score: -29320904.000000 Penalty: 6044.709961
	Iteration 23Q: 3 clusters Score -2.93209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 195873 members 
Entering Unmasked Estep 
Score: -29320926.000000 Penalty: 6044.709961
	Iteration 24Q: 3 clusters Score -2.932093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -29320938.000000 Penalty: 6044.709961
	Iteration 25Q: 3 clusters Score -2.932094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195876 members 
Entering Unmasked Estep 
Score: -29320942.000000 Penalty: 6044.709961
	Iteration 26Q: 3 clusters Score -2.932094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 195880 members 
Entering Unmasked Estep 
Score: -29320962.000000 Penalty: 6044.709961
	Iteration 27Q: 3 clusters Score -2.932096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -29320940.000000 Penalty: 6044.709961
	Iteration 28Q: 3 clusters Score -2.932094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -29320940.000000 Penalty: 6044.709961
	Iteration 29F: 3 clusters Score -2.932094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -214754.718750 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -214754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -212500.453125 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -212500.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -212949.093750 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -212949.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -213121.296875 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -213121.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -213217.765625 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -213217.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -213284.578125 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -213284.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213323.328125 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -213323.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213356.781250 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -213356.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -213380.671875 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -213380.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213403.843750 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -213403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -213419.859375 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -213419.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -213428.234375 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -213428.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -213441.171875 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -213441.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213464.734375 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -213464.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -213487.546875 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -213487.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -213503.343750 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -213503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213511.250000 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -213511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -213522.546875 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -213522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213526.453125 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -213526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -213531.062500 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -213531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -213537.187500 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -213537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -213544.328125 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -213544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213549.734375 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -213549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -213552.484375 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -213552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -213554.062500 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -213554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -213555.531250 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -213555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213556.078125 Penalty: 3610.199951
	Iteration 25Q: 3 clusters Score -213556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213556.796875 Penalty: 3610.199951
	Iteration 26Q: 3 clusters Score -213556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -213557.859375 Penalty: 3610.199951
	Iteration 27Q: 3 clusters Score -213557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213560.500000 Penalty: 3610.199951
	Iteration 28Q: 3 clusters Score -213560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -213561.015625 Penalty: 3610.199951
	Iteration 29Q: 3 clusters Score -213561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -213561.484375 Penalty: 3610.199951
	Iteration 30Q: 3 clusters Score -213561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -213561.484375 Penalty: 3610.199951
	Iteration 31F: 3 clusters Score -213561.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39809.660156 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39809.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38585.601562 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38585.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38849.054688 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38849.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39080.308594 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -39080.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39238.667969 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -39238.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39328.093750 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -39328.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39451.675781 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -39451.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39631.027344 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -39631.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39651.730469 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -39651.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39659.355469 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -39659.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39665.039062 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -39665.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39665.039062 Penalty: 2882.325928
	Iteration 10F: 3 clusters Score -39665.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Entering Unmasked Estep 
Score: -3003162.250000 Penalty: 2477.857422
	Iteration 0F: 2 clusters Score -3003162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2987936.500000 Penalty: 4955.714844
	Iteration 0F: 3 clusters Score -2987936 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2993338.750000 Penalty: 4955.714844
	Iteration 1F: 3 clusters Score -2993339 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2993866.000000 Penalty: 4955.714844
	Iteration 2F: 3 clusters Score -2993866 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2994371.000000 Penalty: 4955.714844
	Iteration 3Q: 3 clusters Score -2994371 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2994897.250000 Penalty: 4955.714844
	Iteration 4Q: 3 clusters Score -2994897 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2995504.750000 Penalty: 4955.714844
	Iteration 5Q: 3 clusters Score -2995505 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2996260.250000 Penalty: 4955.714844
	Iteration 6F: 3 clusters Score -2996260 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2997126.750000 Penalty: 4955.714844
	Iteration 7F: 3 clusters Score -2997127 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2997989.750000 Penalty: 4955.714844
	Iteration 8F: 3 clusters Score -2997990 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2998597.250000 Penalty: 4955.714844
	Iteration 9Q: 3 clusters Score -2998597 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2999103.500000 Penalty: 4955.714844
	Iteration 10Q: 3 clusters Score -2999104 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2999492.750000 Penalty: 4955.714844
	Iteration 11Q: 3 clusters Score -2999493 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2999818.250000 Penalty: 4955.714844
	Iteration 12Q: 3 clusters Score -2999818 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3000052.000000 Penalty: 4955.714844
	Iteration 13Q: 3 clusters Score -3000052 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3000226.500000 Penalty: 4955.714844
	Iteration 14Q: 3 clusters Score -3000226 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3000364.500000 Penalty: 4955.714844
	Iteration 15Q: 3 clusters Score -3000364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3000481.250000 Penalty: 4955.714844
	Iteration 16Q: 3 clusters Score -3000481 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3000581.000000 Penalty: 4955.714844
	Iteration 17Q: 3 clusters Score -3000581 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3000663.750000 Penalty: 4955.714844
	Iteration 18Q: 3 clusters Score -3000664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3000720.250000 Penalty: 4955.714844
	Iteration 19Q: 3 clusters Score -3000720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3000772.000000 Penalty: 4955.714844
	Iteration 20F: 3 clusters Score -3000772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3000803.250000 Penalty: 4955.714844
	Iteration 21Q: 3 clusters Score -3000803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3000825.250000 Penalty: 4955.714844
	Iteration 22Q: 3 clusters Score -3000825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3000858.000000 Penalty: 4955.714844
	Iteration 23Q: 3 clusters Score -3000858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3000870.500000 Penalty: 4955.714844
	Iteration 24Q: 3 clusters Score -3000870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3000891.000000 Penalty: 4955.714844
	Iteration 25Q: 3 clusters Score -3000891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3000910.250000 Penalty: 4955.714844
	Iteration 26Q: 3 clusters Score -3000910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3000930.250000 Penalty: 4955.714844
	Iteration 27Q: 3 clusters Score -3000930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3000938.750000 Penalty: 4955.714844
	Iteration 28Q: 3 clusters Score -3000939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3000951.250000 Penalty: 4955.714844
	Iteration 29Q: 3 clusters Score -3000951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3000956.250000 Penalty: 4955.714844
	Iteration 30Q: 3 clusters Score -3000956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3000960.500000 Penalty: 4955.714844
	Iteration 31Q: 3 clusters Score -3000960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3000972.250000 Penalty: 4955.714844
	Iteration 32Q: 3 clusters Score -3000972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3000976.500000 Penalty: 4955.714844
	Iteration 33Q: 3 clusters Score -3000976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3000990.500000 Penalty: 4955.714844
	Iteration 34Q: 3 clusters Score -3000990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3000997.250000 Penalty: 4955.714844
	Iteration 35Q: 3 clusters Score -3000997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3001000.750000 Penalty: 4955.714844
	Iteration 36Q: 3 clusters Score -3001001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3001006.750000 Penalty: 4955.714844
	Iteration 37Q: 3 clusters Score -3001007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3001010.250000 Penalty: 4955.714844
	Iteration 38Q: 3 clusters Score -3001010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3001018.750000 Penalty: 4955.714844
	Iteration 39Q: 3 clusters Score -3001019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3001020.750000 Penalty: 4955.714844
	Iteration 40F: 3 clusters Score -3001021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3001024.750000 Penalty: 4955.714844
	Iteration 41Q: 3 clusters Score -3001025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3001023.250000 Penalty: 4955.714844
	Iteration 42Q: 3 clusters Score -3001023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3001032.000000 Penalty: 4955.714844
	Iteration 43Q: 3 clusters Score -3001032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3001036.750000 Penalty: 4955.714844
	Iteration 44Q: 3 clusters Score -3001037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3001051.000000 Penalty: 4955.714844
	Iteration 45Q: 3 clusters Score -3001051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3001049.000000 Penalty: 4955.714844
	Iteration 46Q: 3 clusters Score -3001049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3001055.750000 Penalty: 4955.714844
	Iteration 47Q: 3 clusters Score -3001056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3001059.750000 Penalty: 4955.714844
	Iteration 48Q: 3 clusters Score -3001060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3001061.750000 Penalty: 4955.714844
	Iteration 49Q: 3 clusters Score -3001062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3001064.500000 Penalty: 4955.714844
	Iteration 50Q: 3 clusters Score -3001064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3001064.000000 Penalty: 4955.714844
	Iteration 51Q: 3 clusters Score -3001064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3001068.500000 Penalty: 4955.714844
	Iteration 52Q: 3 clusters Score -3001068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3001068.250000 Penalty: 4955.714844
	Iteration 53Q: 3 clusters Score -3001068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3001068.250000 Penalty: 4955.714844
	Iteration 54Q: 3 clusters Score -3001068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3001068.500000 Penalty: 4955.714844
	Iteration 55Q: 3 clusters Score -3001068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3001068.500000 Penalty: 4955.714844
	Iteration 56F: 3 clusters Score -3001068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Entering Unmasked Estep 
Score: -1131732.125000 Penalty: 2219.732178
	Iteration 0F: 2 clusters Score -1131732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1125529.500000 Penalty: 4439.464355
	Iteration 0F: 3 clusters Score -1125530 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1127187.875000 Penalty: 4439.464355
	Iteration 1F: 3 clusters Score -1127188 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1127448.375000 Penalty: 4439.464355
	Iteration 2F: 3 clusters Score -1127448 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1127661.625000 Penalty: 4439.464355
	Iteration 3F: 3 clusters Score -1127662 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1127812.875000 Penalty: 4439.464355
	Iteration 4Q: 3 clusters Score -1127813 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1127946.250000 Penalty: 4439.464355
	Iteration 5Q: 3 clusters Score -1127946 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1128060.125000 Penalty: 4439.464355
	Iteration 6Q: 3 clusters Score -1128060 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1128168.000000 Penalty: 4439.464355
	Iteration 7Q: 3 clusters Score -1128168 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1128276.750000 Penalty: 4439.464355
	Iteration 8Q: 3 clusters Score -1128277 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1128395.375000 Penalty: 4439.464355
	Iteration 9Q: 3 clusters Score -1128395 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1128528.625000 Penalty: 4439.464355
	Iteration 10Q: 3 clusters Score -1128529 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1128678.000000 Penalty: 4439.464355
	Iteration 11Q: 3 clusters Score -1128678 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1128841.625000 Penalty: 4439.464355
	Iteration 12Q: 3 clusters Score -1128842 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1128978.250000 Penalty: 4439.464355
	Iteration 13Q: 3 clusters Score -1128978 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1129096.750000 Penalty: 4439.464355
	Iteration 14Q: 3 clusters Score -1129097 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1129194.625000 Penalty: 4439.464355
	Iteration 15Q: 3 clusters Score -1129195 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1129300.750000 Penalty: 4439.464355
	Iteration 16Q: 3 clusters Score -1129301 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1129382.625000 Penalty: 4439.464355
	Iteration 17Q: 3 clusters Score -1129383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1129469.500000 Penalty: 4439.464355
	Iteration 18Q: 3 clusters Score -1129470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1129546.625000 Penalty: 4439.464355
	Iteration 19Q: 3 clusters Score -1129547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1129601.750000 Penalty: 4439.464355
	Iteration 20F: 3 clusters Score -1129602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1129651.625000 Penalty: 4439.464355
	Iteration 21Q: 3 clusters Score -1129652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1129690.500000 Penalty: 4439.464355
	Iteration 22Q: 3 clusters Score -1129690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1129719.625000 Penalty: 4439.464355
	Iteration 23Q: 3 clusters Score -1129720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1129747.750000 Penalty: 4439.464355
	Iteration 24Q: 3 clusters Score -1129748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1129766.375000 Penalty: 4439.464355
	Iteration 25Q: 3 clusters Score -1129766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1129777.000000 Penalty: 4439.464355
	Iteration 26Q: 3 clusters Score -1129777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1129790.250000 Penalty: 4439.464355
	Iteration 27Q: 3 clusters Score -1129790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1129797.000000 Penalty: 4439.464355
	Iteration 28Q: 3 clusters Score -1129797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1129799.875000 Penalty: 4439.464355
	Iteration 29Q: 3 clusters Score -1129800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1129805.375000 Penalty: 4439.464355
	Iteration 30Q: 3 clusters Score -1129805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1129811.875000 Penalty: 4439.464355
	Iteration 31Q: 3 clusters Score -1129812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1129813.375000 Penalty: 4439.464355
	Iteration 32Q: 3 clusters Score -1129813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1129816.250000 Penalty: 4439.464355
	Iteration 33Q: 3 clusters Score -1129816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1129819.000000 Penalty: 4439.464355
	Iteration 34Q: 3 clusters Score -1129819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1129824.000000 Penalty: 4439.464355
	Iteration 35Q: 3 clusters Score -1129824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1129825.875000 Penalty: 4439.464355
	Iteration 36Q: 3 clusters Score -1129826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1129826.250000 Penalty: 4439.464355
	Iteration 37Q: 3 clusters Score -1129826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1129824.125000 Penalty: 4439.464355
	Iteration 38Q: 3 clusters Score -1129824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1129825.875000 Penalty: 4439.464355
	Iteration 39Q: 3 clusters Score -1129826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1129828.625000 Penalty: 4439.464355
	Iteration 40F: 3 clusters Score -1129829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1129832.000000 Penalty: 4439.464355
	Iteration 41Q: 3 clusters Score -1129832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1129832.375000 Penalty: 4439.464355
	Iteration 42Q: 3 clusters Score -1129832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1129834.250000 Penalty: 4439.464355
	Iteration 43Q: 3 clusters Score -1129834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1129836.000000 Penalty: 4439.464355
	Iteration 44Q: 3 clusters Score -1129836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1129838.250000 Penalty: 4439.464355
	Iteration 45Q: 3 clusters Score -1129838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1129837.625000 Penalty: 4439.464355
	Iteration 46Q: 3 clusters Score -1129838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1129839.000000 Penalty: 4439.464355
	Iteration 47Q: 3 clusters Score -1129839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1129840.000000 Penalty: 4439.464355
	Iteration 48Q: 3 clusters Score -1129840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1129841.750000 Penalty: 4439.464355
	Iteration 49Q: 3 clusters Score -1129842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1129842.125000 Penalty: 4439.464355
	Iteration 50Q: 3 clusters Score -1129842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1129841.625000 Penalty: 4439.464355
	Iteration 51Q: 3 clusters Score -1129842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1129843.625000 Penalty: 4439.464355
	Iteration 52Q: 3 clusters Score -1129844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1129844.000000 Penalty: 4439.464355
	Iteration 53Q: 3 clusters Score -1129844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1129844.000000 Penalty: 4439.464355
	Iteration 54F: 3 clusters Score -1129844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Entering Unmasked Estep 
Score: -2051287.625000 Penalty: 2366.526611
	Iteration 0F: 2 clusters Score -2051288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2041055.750000 Penalty: 4733.053223
	Iteration 0F: 3 clusters Score -2041056 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2044228.875000 Penalty: 4733.053223
	Iteration 1F: 3 clusters Score -2044229 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2044579.500000 Penalty: 4733.053223
	Iteration 2F: 3 clusters Score -2044580 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2044833.125000 Penalty: 4733.053223
	Iteration 3Q: 3 clusters Score -2044833 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2045007.500000 Penalty: 4733.053223
	Iteration 4Q: 3 clusters Score -2045008 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2045168.375000 Penalty: 4733.053223
	Iteration 5Q: 3 clusters Score -2045168 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2045295.375000 Penalty: 4733.053223
	Iteration 6Q: 3 clusters Score -2045295 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2045420.250000 Penalty: 4733.053223
	Iteration 7Q: 3 clusters Score -2045420 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2045555.875000 Penalty: 4733.053223
	Iteration 8Q: 3 clusters Score -2045556 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2045690.000000 Penalty: 4733.053223
	Iteration 9Q: 3 clusters Score -2045690 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2045806.500000 Penalty: 4733.053223
	Iteration 10Q: 3 clusters Score -2045806 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2045923.750000 Penalty: 4733.053223
	Iteration 11Q: 3 clusters Score -2045924 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2046055.250000 Penalty: 4733.053223
	Iteration 12Q: 3 clusters Score -2046055 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2046182.250000 Penalty: 4733.053223
	Iteration 13Q: 3 clusters Score -2046182 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2046312.625000 Penalty: 4733.053223
	Iteration 14Q: 3 clusters Score -2046313 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2046456.750000 Penalty: 4733.053223
	Iteration 15Q: 3 clusters Score -2046457 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2046580.625000 Penalty: 4733.053223
	Iteration 16Q: 3 clusters Score -2046581 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2046693.125000 Penalty: 4733.053223
	Iteration 17Q: 3 clusters Score -2046693 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2046810.000000 Penalty: 4733.053223
	Iteration 18Q: 3 clusters Score -2046810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2046924.500000 Penalty: 4733.053223
	Iteration 19Q: 3 clusters Score -2046924 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2047034.000000 Penalty: 4733.053223
	Iteration 20F: 3 clusters Score -2047034 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2047142.375000 Penalty: 4733.053223
	Iteration 21Q: 3 clusters Score -2047142 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2047232.000000 Penalty: 4733.053223
	Iteration 22Q: 3 clusters Score -2047232 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2047315.500000 Penalty: 4733.053223
	Iteration 23Q: 3 clusters Score -2047316 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2047390.750000 Penalty: 4733.053223
	Iteration 24Q: 3 clusters Score -2047391 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2047463.250000 Penalty: 4733.053223
	Iteration 25Q: 3 clusters Score -2047463 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2047524.000000 Penalty: 4733.053223
	Iteration 26Q: 3 clusters Score -2047524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2047568.250000 Penalty: 4733.053223
	Iteration 27Q: 3 clusters Score -2047568 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2047627.625000 Penalty: 4733.053223
	Iteration 28Q: 3 clusters Score -2047628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2047678.250000 Penalty: 4733.053223
	Iteration 29Q: 3 clusters Score -2047678 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2047725.750000 Penalty: 4733.053223
	Iteration 30Q: 3 clusters Score -2047726 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2047775.000000 Penalty: 4733.053223
	Iteration 31Q: 3 clusters Score -2047775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2047830.250000 Penalty: 4733.053223
	Iteration 32Q: 3 clusters Score -2047830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2047876.875000 Penalty: 4733.053223
	Iteration 33Q: 3 clusters Score -2047877 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2047920.375000 Penalty: 4733.053223
	Iteration 34Q: 3 clusters Score -2047920 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2047953.875000 Penalty: 4733.053223
	Iteration 35Q: 3 clusters Score -2047954 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2047999.625000 Penalty: 4733.053223
	Iteration 36Q: 3 clusters Score -2048000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2048033.875000 Penalty: 4733.053223
	Iteration 37Q: 3 clusters Score -2048034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2048076.500000 Penalty: 4733.053223
	Iteration 38Q: 3 clusters Score -2048076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2048114.250000 Penalty: 4733.053223
	Iteration 39Q: 3 clusters Score -2048114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2048161.250000 Penalty: 4733.053223
	Iteration 40F: 3 clusters Score -2048161 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2048209.750000 Penalty: 4733.053223
	Iteration 41Q: 3 clusters Score -2048210 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2048257.125000 Penalty: 4733.053223
	Iteration 42Q: 3 clusters Score -2048257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2048309.375000 Penalty: 4733.053223
	Iteration 43Q: 3 clusters Score -2048309 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2048344.875000 Penalty: 4733.053223
	Iteration 44Q: 3 clusters Score -2048345 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2048394.750000 Penalty: 4733.053223
	Iteration 45Q: 3 clusters Score -2048395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2048433.125000 Penalty: 4733.053223
	Iteration 46Q: 3 clusters Score -2048433 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2048477.875000 Penalty: 4733.053223
	Iteration 47Q: 3 clusters Score -2048478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2048540.375000 Penalty: 4733.053223
	Iteration 48Q: 3 clusters Score -2048540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2048619.125000 Penalty: 4733.053223
	Iteration 49Q: 3 clusters Score -2048619 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2048680.375000 Penalty: 4733.053223
	Iteration 50Q: 3 clusters Score -2048680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2048753.625000 Penalty: 4733.053223
	Iteration 51Q: 3 clusters Score -2048754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2048810.125000 Penalty: 4733.053223
	Iteration 52Q: 3 clusters Score -2048810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2048880.750000 Penalty: 4733.053223
	Iteration 53Q: 3 clusters Score -2048881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2048926.250000 Penalty: 4733.053223
	Iteration 54Q: 3 clusters Score -2048926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2048973.625000 Penalty: 4733.053223
	Iteration 55Q: 3 clusters Score -2048974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2049009.875000 Penalty: 4733.053223
	Iteration 56Q: 3 clusters Score -2049010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2049034.000000 Penalty: 4733.053223
	Iteration 57Q: 3 clusters Score -2049034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2049056.625000 Penalty: 4733.053223
	Iteration 58Q: 3 clusters Score -2049057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2049074.625000 Penalty: 4733.053223
	Iteration 59Q: 3 clusters Score -2049075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2049095.000000 Penalty: 4733.053223
	Iteration 60F: 3 clusters Score -2049095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2049117.125000 Penalty: 4733.053223
	Iteration 61Q: 3 clusters Score -2049117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2049138.250000 Penalty: 4733.053223
	Iteration 62Q: 3 clusters Score -2049138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2049161.750000 Penalty: 4733.053223
	Iteration 63Q: 3 clusters Score -2049162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2049182.375000 Penalty: 4733.053223
	Iteration 64Q: 3 clusters Score -2049182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2049191.125000 Penalty: 4733.053223
	Iteration 65Q: 3 clusters Score -2049191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2049210.000000 Penalty: 4733.053223
	Iteration 66Q: 3 clusters Score -2049210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2049218.000000 Penalty: 4733.053223
	Iteration 67Q: 3 clusters Score -2049218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2049232.250000 Penalty: 4733.053223
	Iteration 68Q: 3 clusters Score -2049232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2049232.000000 Penalty: 4733.053223
	Iteration 69Q: 3 clusters Score -2049232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2049238.125000 Penalty: 4733.053223
	Iteration 70Q: 3 clusters Score -2049238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2049245.625000 Penalty: 4733.053223
	Iteration 71Q: 3 clusters Score -2049246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2049246.250000 Penalty: 4733.053223
	Iteration 72Q: 3 clusters Score -2049246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2049251.000000 Penalty: 4733.053223
	Iteration 73Q: 3 clusters Score -2049251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2049254.750000 Penalty: 4733.053223
	Iteration 74Q: 3 clusters Score -2049255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2049264.375000 Penalty: 4733.053223
	Iteration 75Q: 3 clusters Score -2049264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2049266.250000 Penalty: 4733.053223
	Iteration 76Q: 3 clusters Score -2049266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2049272.375000 Penalty: 4733.053223
	Iteration 77Q: 3 clusters Score -2049272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2049275.000000 Penalty: 4733.053223
	Iteration 78Q: 3 clusters Score -2049275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2049279.750000 Penalty: 4733.053223
	Iteration 79Q: 3 clusters Score -2049280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2049281.250000 Penalty: 4733.053223
	Iteration 80F: 3 clusters Score -2049281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2049283.875000 Penalty: 4733.053223
	Iteration 81Q: 3 clusters Score -2049284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2049283.125000 Penalty: 4733.053223
	Iteration 82Q: 3 clusters Score -2049283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2049284.625000 Penalty: 4733.053223
	Iteration 83Q: 3 clusters Score -2049285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2049286.500000 Penalty: 4733.053223
	Iteration 84Q: 3 clusters Score -2049286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2049287.750000 Penalty: 4733.053223
	Iteration 85Q: 3 clusters Score -2049288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2049288.750000 Penalty: 4733.053223
	Iteration 86Q: 3 clusters Score -2049289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2049292.625000 Penalty: 4733.053223
	Iteration 87Q: 3 clusters Score -2049293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2049293.750000 Penalty: 4733.053223
	Iteration 88Q: 3 clusters Score -2049294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2049293.125000 Penalty: 4733.053223
	Iteration 89Q: 3 clusters Score -2049293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2049297.125000 Penalty: 4733.053223
	Iteration 90Q: 3 clusters Score -2049297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2049298.250000 Penalty: 4733.053223
	Iteration 91Q: 3 clusters Score -2049298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2049298.250000 Penalty: 4733.053223
	Iteration 92Q: 3 clusters Score -2049298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2049298.250000 Penalty: 4733.053223
	Iteration 93F: 3 clusters Score -2049298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -138183.390625 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -138183.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -136293.796875 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -136293.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136606.890625 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -136606.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -136707.640625 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -136707.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -136744.375000 Penalty: 3414.197266
	Iteration 3Q: 3 clusters Score -136744.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136771.281250 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -136771.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136790.171875 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -136790.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136800.093750 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -136800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136819.093750 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -136819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -136836.281250 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -136836.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -136848.531250 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -136848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -136858.984375 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -136859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -136864.484375 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -136864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136866.171875 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -136866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136866.171875 Penalty: 3414.197266
	Iteration 13F: 3 clusters Score -136866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Entering Unmasked Estep 
Score: -3942814.000000 Penalty: 2542.861816
	Iteration 0F: 2 clusters Score -3942814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3923287.500000 Penalty: 5085.723633
	Iteration 0F: 3 clusters Score -3923288 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3930279.500000 Penalty: 5085.723633
	Iteration 1F: 3 clusters Score -3930280 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3930721.000000 Penalty: 5085.723633
	Iteration 2Q: 3 clusters Score -3930721 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3931163.000000 Penalty: 5085.723633
	Iteration 3Q: 3 clusters Score -3931163 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3931599.000000 Penalty: 5085.723633
	Iteration 4Q: 3 clusters Score -3931599 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3932041.250000 Penalty: 5085.723633
	Iteration 5Q: 3 clusters Score -3932041 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3932533.000000 Penalty: 5085.723633
	Iteration 6Q: 3 clusters Score -3932533 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3933008.750000 Penalty: 5085.723633
	Iteration 7Q: 3 clusters Score -3933009 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3933521.750000 Penalty: 5085.723633
	Iteration 8Q: 3 clusters Score -3933522 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3934148.500000 Penalty: 5085.723633
	Iteration 9Q: 3 clusters Score -3934148 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3934845.500000 Penalty: 5085.723633
	Iteration 10Q: 3 clusters Score -3934846 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3935664.750000 Penalty: 5085.723633
	Iteration 11Q: 3 clusters Score -3935665 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3936460.500000 Penalty: 5085.723633
	Iteration 12Q: 3 clusters Score -3936460 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3937103.750000 Penalty: 5085.723633
	Iteration 13Q: 3 clusters Score -3937104 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3937579.000000 Penalty: 5085.723633
	Iteration 14Q: 3 clusters Score -3937579 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3937985.000000 Penalty: 5085.723633
	Iteration 15Q: 3 clusters Score -3937985 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3938255.500000 Penalty: 5085.723633
	Iteration 16Q: 3 clusters Score -3938256 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3938472.750000 Penalty: 5085.723633
	Iteration 17Q: 3 clusters Score -3938473 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3938708.000000 Penalty: 5085.723633
	Iteration 18Q: 3 clusters Score -3938708 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3938939.000000 Penalty: 5085.723633
	Iteration 19Q: 3 clusters Score -3938939 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3939150.500000 Penalty: 5085.723633
	Iteration 20F: 3 clusters Score -3939150 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3939351.000000 Penalty: 5085.723633
	Iteration 21Q: 3 clusters Score -3939351 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3939497.250000 Penalty: 5085.723633
	Iteration 22Q: 3 clusters Score -3939497 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3939647.500000 Penalty: 5085.723633
	Iteration 23Q: 3 clusters Score -3939648 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3939798.500000 Penalty: 5085.723633
	Iteration 24Q: 3 clusters Score -3939798 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3939924.750000 Penalty: 5085.723633
	Iteration 25Q: 3 clusters Score -3939925 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3940043.750000 Penalty: 5085.723633
	Iteration 26Q: 3 clusters Score -3940044 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3940146.500000 Penalty: 5085.723633
	Iteration 27Q: 3 clusters Score -3940146 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3940246.250000 Penalty: 5085.723633
	Iteration 28Q: 3 clusters Score -3940246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3940306.000000 Penalty: 5085.723633
	Iteration 29Q: 3 clusters Score -3940306 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3940367.250000 Penalty: 5085.723633
	Iteration 30Q: 3 clusters Score -3940367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3940425.250000 Penalty: 5085.723633
	Iteration 31Q: 3 clusters Score -3940425 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3940476.250000 Penalty: 5085.723633
	Iteration 32Q: 3 clusters Score -3940476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3940524.750000 Penalty: 5085.723633
	Iteration 33Q: 3 clusters Score -3940525 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3940576.250000 Penalty: 5085.723633
	Iteration 34Q: 3 clusters Score -3940576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3940601.250000 Penalty: 5085.723633
	Iteration 35Q: 3 clusters Score -3940601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3940622.750000 Penalty: 5085.723633
	Iteration 36Q: 3 clusters Score -3940623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3940641.750000 Penalty: 5085.723633
	Iteration 37Q: 3 clusters Score -3940642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3940654.500000 Penalty: 5085.723633
	Iteration 38Q: 3 clusters Score -3940654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3940668.750000 Penalty: 5085.723633
	Iteration 39Q: 3 clusters Score -3940669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3940670.250000 Penalty: 5085.723633
	Iteration 40F: 3 clusters Score -3940670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3940679.750000 Penalty: 5085.723633
	Iteration 41Q: 3 clusters Score -3940680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3940686.000000 Penalty: 5085.723633
	Iteration 42Q: 3 clusters Score -3940686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3940691.500000 Penalty: 5085.723633
	Iteration 43Q: 3 clusters Score -3940692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3940706.750000 Penalty: 5085.723633
	Iteration 44Q: 3 clusters Score -3940707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3940713.500000 Penalty: 5085.723633
	Iteration 45Q: 3 clusters Score -3940714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3940714.750000 Penalty: 5085.723633
	Iteration 46Q: 3 clusters Score -3940715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3940716.250000 Penalty: 5085.723633
	Iteration 47Q: 3 clusters Score -3940716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3940722.000000 Penalty: 5085.723633
	Iteration 48Q: 3 clusters Score -3940722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3940734.750000 Penalty: 5085.723633
	Iteration 49Q: 3 clusters Score -3940735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3940733.750000 Penalty: 5085.723633
	Iteration 50Q: 3 clusters Score -3940734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3940734.500000 Penalty: 5085.723633
	Iteration 51Q: 3 clusters Score -3940734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3940733.750000 Penalty: 5085.723633
	Iteration 52Q: 3 clusters Score -3940734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3940736.750000 Penalty: 5085.723633
	Iteration 53Q: 3 clusters Score -3940737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3940732.000000 Penalty: 5085.723633
	Iteration 54Q: 3 clusters Score -3940732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3940733.500000 Penalty: 5085.723633
	Iteration 55Q: 3 clusters Score -3940734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3940735.250000 Penalty: 5085.723633
	Iteration 56Q: 3 clusters Score -3940735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3940736.750000 Penalty: 5085.723633
	Iteration 57Q: 3 clusters Score -3940737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3940744.000000 Penalty: 5085.723633
	Iteration 58Q: 3 clusters Score -3940744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3940747.250000 Penalty: 5085.723633
	Iteration 59Q: 3 clusters Score -3940747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3940750.250000 Penalty: 5085.723633
	Iteration 60F: 3 clusters Score -3940750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3940750.000000 Penalty: 5085.723633
	Iteration 61Q: 3 clusters Score -3940750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3940747.250000 Penalty: 5085.723633
	Iteration 62Q: 3 clusters Score -3940747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3940752.250000 Penalty: 5085.723633
	Iteration 63Q: 3 clusters Score -3940752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3940757.500000 Penalty: 5085.723633
	Iteration 64Q: 3 clusters Score -3940758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3940759.500000 Penalty: 5085.723633
	Iteration 65Q: 3 clusters Score -3940760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3940759.500000 Penalty: 5085.723633
	Iteration 66F: 3 clusters Score -3940760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2953639.250000 Penalty: 2450.319824
	Iteration 0F: 2 clusters Score -2953639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2939911.000000 Penalty: 4900.639648
	Iteration 0F: 3 clusters Score -2939911 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2944559.500000 Penalty: 4900.639648
	Iteration 1F: 3 clusters Score -2944560 nChanged 1097
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2945020 nChanged 953
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2945410 nChanged 872
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Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2945760 nChanged 805
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Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2946105 nChanged 804
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2946488 nChanged 850
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Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2946943 nChanged 894
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Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2947509 nChanged 945
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Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2948114 nChanged 863
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Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2948671 nChanged 756
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Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2949124 nChanged 674
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2949470 nChanged 478
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2949678 nChanged 374
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Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2949844 nChanged 297
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Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2949920 nChanged 226
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Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2950000 nChanged 187
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Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2950070 nChanged 199
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Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2950150 nChanged 176
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Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2950190 nChanged 158
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Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2950242 nChanged 129
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Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2950275 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2950312 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2950349 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2950384 nChanged 116
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Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2950408 nChanged 125
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Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2950452 nChanged 147
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Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2950504 nChanged 140
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Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2950560 nChanged 137
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Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2950613 nChanged 144
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Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2950662 nChanged 140
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Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2950716 nChanged 117
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Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2950751 nChanged 97
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Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2950787 nChanged 84
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Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2950812 nChanged 70
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Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2950829 nChanged 71
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Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2950854 nChanged 80
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Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2950882 nChanged 98
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Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2950923 nChanged 100
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Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2950944 nChanged 100
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Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2950983 nChanged 99
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Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2951026 nChanged 86
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Mstep: Class 1 contains 17620 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2951060 nChanged 88
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Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2951083 nChanged 75
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Mstep: Class 1 contains 17779 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2951117 nChanged 51
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Mstep: Class 1 contains 17830 members 
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	Iteration 45Q: 3 clusters Score -2951132 nChanged 43
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Mstep: Class 1 contains 17871 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2951152 nChanged 51
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Mstep: Class 1 contains 17918 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2951165 nChanged 62
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Mstep: Class 1 contains 17980 members 
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	Iteration 48Q: 3 clusters Score -2951189 nChanged 50
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Mstep: Class 1 contains 18028 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2951206 nChanged 44
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Mstep: Class 1 contains 18070 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2951228 nChanged 45
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Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2951247 nChanged 32
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Mstep: Class 1 contains 18145 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2951257 nChanged 35
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Mstep: Class 1 contains 18178 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2951270 nChanged 33
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Mstep: Class 1 contains 18211 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2951287 nChanged 28
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Mstep: Class 1 contains 18239 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2951300 nChanged 34
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Mstep: Class 1 contains 18267 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2951315 nChanged 39
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Mstep: Class 1 contains 18304 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2951332 nChanged 39
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Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2951347 nChanged 35
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Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2951370 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2951381.500000 Penalty: 4900.639648
	Iteration 60F: 3 clusters Score -2951382 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2951388 nChanged 14
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Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1115 members 
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	Iteration 62Q: 3 clusters Score -2951397 nChanged 21
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Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2951402 nChanged 20
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Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2951405 nChanged 22
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Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2951416 nChanged 23
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Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2951425 nChanged 17
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Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2951434 nChanged 19
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Mstep: Class 1 contains 18539 members 
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	Iteration 68Q: 3 clusters Score -2951450 nChanged 19
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Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2951460 nChanged 14
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Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2951464 nChanged 18
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Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2951475.250000 Penalty: 4900.639648
	Iteration 71Q: 3 clusters Score -2951475 nChanged 12
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Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2951473 nChanged 11
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Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2951481.750000 Penalty: 4900.639648
	Iteration 73Q: 3 clusters Score -2951482 nChanged 17
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Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2951489 nChanged 14
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Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2951493 nChanged 11
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Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 901 members 
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	Iteration 76Q: 3 clusters Score -2951498 nChanged 13
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Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 888 members 
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	Iteration 77Q: 3 clusters Score -2951501 nChanged 17
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Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2951512.000000 Penalty: 4900.639648
	Iteration 78Q: 3 clusters Score -2951512 nChanged 19
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Mstep: Class 1 contains 18688 members 
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	Iteration 79Q: 3 clusters Score -2951531 nChanged 17
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Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2951538.250000 Penalty: 4900.639648
	Iteration 80F: 3 clusters Score -2951538 nChanged 11
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Mstep: Class 1 contains 18710 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2951542 nChanged 8
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Mstep: Class 1 contains 18718 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2951546 nChanged 12
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Mstep: Class 1 contains 18728 members 
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	Iteration 83Q: 3 clusters Score -2951559 nChanged 8
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Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2951566 nChanged 13
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Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2951578 nChanged 10
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2951577 nChanged 6
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Entering Unmasked Estep 
Score: -2951584.250000 Penalty: 4900.639648
	Iteration 87Q: 3 clusters Score -2951584 nChanged 3
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Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2951583.250000 Penalty: 4900.639648
	Iteration 88Q: 3 clusters Score -2951583 nChanged 5
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Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2951590 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2951593.250000 Penalty: 4900.639648
	Iteration 90Q: 3 clusters Score -2951593 nChanged 11
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Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2951601.500000 Penalty: 4900.639648
	Iteration 91Q: 3 clusters Score -2951602 nChanged 4
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Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2951606.500000 Penalty: 4900.639648
	Iteration 92Q: 3 clusters Score -2951606 nChanged 7
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Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2951609.000000 Penalty: 4900.639648
	Iteration 93Q: 3 clusters Score -2951609 nChanged 9
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Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2951616.500000 Penalty: 4900.639648
	Iteration 94Q: 3 clusters Score -2951616 nChanged 12
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Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2951620.750000 Penalty: 4900.639648
	Iteration 95Q: 3 clusters Score -2951621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2951632.500000 Penalty: 4900.639648
	Iteration 96Q: 3 clusters Score -2951632 nChanged 10
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: -2951637.250000 Penalty: 4900.639648
	Iteration 97Q: 3 clusters Score -2951637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2951642.750000 Penalty: 4900.639648
	Iteration 98Q: 3 clusters Score -2951643 nChanged 8
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: -2951638.750000 Penalty: 4900.639648
	Iteration 99Q: 3 clusters Score -2951639 nChanged 6
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: -2951641.000000 Penalty: 4900.639648
	Iteration 100F: 3 clusters Score -2951641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2951643.250000 Penalty: 4900.639648
	Iteration 101Q: 3 clusters Score -2951643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2951647.000000 Penalty: 4900.639648
	Iteration 102Q: 3 clusters Score -2951647 nChanged 3
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: -2951648.750000 Penalty: 4900.639648
	Iteration 103Q: 3 clusters Score -2951649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2951649.750000 Penalty: 4900.639648
	Iteration 104Q: 3 clusters Score -2951650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2951649.750000 Penalty: 4900.639648
	Iteration 105F: 3 clusters Score -2951650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -254799.015625 Penalty: 1857.096802
	Iteration 0F: 2 clusters Score -254799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -252440.125000 Penalty: 3714.193604
	Iteration 0F: 3 clusters Score -252440.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -253239.203125 Penalty: 3714.193604
	Iteration 1F: 3 clusters Score -253239.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -254017.156250 Penalty: 3714.193604
	Iteration 2F: 3 clusters Score -254017.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -254919.000000 Penalty: 3714.193604
	Iteration 3F: 3 clusters Score -254919 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -255488.265625 Penalty: 3714.193604
	Iteration 4F: 3 clusters Score -255488.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -255622.546875 Penalty: 3714.193604
	Iteration 5Q: 3 clusters Score -255622.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -255667.312500 Penalty: 3714.193604
	Iteration 6Q: 3 clusters Score -255667.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -255680.421875 Penalty: 3714.193604
	Iteration 7Q: 3 clusters Score -255680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -255681.937500 Penalty: 3714.193604
	Iteration 8Q: 3 clusters Score -255681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -255681.937500 Penalty: 3714.193604
	Iteration 9F: 3 clusters Score -255681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 14750 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 196205 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28381 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63121 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 32444 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 141793 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 276 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 813 members 
Entering Unmasked Estep 
Score: -95483472.000000 Penalty: 109682.515625
Splitting cluster 14 changes total score from -95483904.000000 to -95483472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -40207.179688 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -40207.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38963.078125 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -38963.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39233.468750 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -39233.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39419.835938 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -39419.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39645.531250 Penalty: 2895.514160
	Iteration 3F: 3 clusters Score -39645.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39772.402344 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -39772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39896.390625 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -39896.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39925.156250 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -39925.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39972.503906 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -39972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40043.539062 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -40043.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40081.812500 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -40081.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40129.511719 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -40129.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40163.937500 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -40163.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40211.457031 Penalty: 2895.514160
	Iteration 12Q: 3 clusters Score -40211.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40214.191406 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -40214.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40224.574219 Penalty: 2895.514160
	Iteration 14F: 3 clusters Score -40224.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40274.371094 Penalty: 2895.514160
	Iteration 15Q: 3 clusters Score -40274.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -40294.960938 Penalty: 2895.514160
	Iteration 16Q: 3 clusters Score -40294.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40299.878906 Penalty: 2895.514160
	Iteration 17Q: 3 clusters Score -40299.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40299.878906 Penalty: 2895.514160
	Iteration 18F: 3 clusters Score -40299.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 14750 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 196205 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28381 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63121 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 32444 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 141793 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 813 members 
Entering Unmasked Estep 
Score: -95482416.000000 Penalty: 109682.515625
Splitting cluster 15 changes total score from -95483904.000000 to -95482416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -894829.875000 Penalty: 2167.087158
	Iteration 0F: 2 clusters Score -894829.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -889555.250000 Penalty: 4334.174316
	Iteration 0F: 3 clusters Score -889555.2 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -890945.500000 Penalty: 4334.174316
	Iteration 1F: 3 clusters Score -890945.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -891215.625000 Penalty: 4334.174316
	Iteration 2F: 3 clusters Score -891215.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -891482.625000 Penalty: 4334.174316
	Iteration 3F: 3 clusters Score -891482.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -891704.875000 Penalty: 4334.174316
	Iteration 4F: 3 clusters Score -891704.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -891917.187500 Penalty: 4334.174316
	Iteration 5Q: 3 clusters Score -891917.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -892151.312500 Penalty: 4334.174316
	Iteration 6Q: 3 clusters Score -892151.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -892393.812500 Penalty: 4334.174316
	Iteration 7Q: 3 clusters Score -892393.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -892632.125000 Penalty: 4334.174316
	Iteration 8Q: 3 clusters Score -892632.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -892919.687500 Penalty: 4334.174316
	Iteration 9Q: 3 clusters Score -892919.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -893177.062500 Penalty: 4334.174316
	Iteration 10Q: 3 clusters Score -893177.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -893376.562500 Penalty: 4334.174316
	Iteration 11Q: 3 clusters Score -893376.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -893539.000000 Penalty: 4334.174316
	Iteration 12Q: 3 clusters Score -893539 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -893671.937500 Penalty: 4334.174316
	Iteration 13Q: 3 clusters Score -893671.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -893773.000000 Penalty: 4334.174316
	Iteration 14Q: 3 clusters Score -893773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -893860.625000 Penalty: 4334.174316
	Iteration 15Q: 3 clusters Score -893860.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -893912.687500 Penalty: 4334.174316
	Iteration 16Q: 3 clusters Score -893912.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -893956.250000 Penalty: 4334.174316
	Iteration 17Q: 3 clusters Score -893956.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -893978.187500 Penalty: 4334.174316
	Iteration 18Q: 3 clusters Score -893978.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -893990.062500 Penalty: 4334.174316
	Iteration 19Q: 3 clusters Score -893990.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -893996.750000 Penalty: 4334.174316
	Iteration 20F: 3 clusters Score -893996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -894000.312500 Penalty: 4334.174316
	Iteration 21Q: 3 clusters Score -894000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -894000.000000 Penalty: 4334.174316
	Iteration 22Q: 3 clusters Score -894000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -894000.000000 Penalty: 4334.174316
	Iteration 23F: 3 clusters Score -894000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -277310.812500 Penalty: 1868.753662
	Iteration 0F: 2 clusters Score -277310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -274793.750000 Penalty: 3737.507324
	Iteration 0F: 3 clusters Score -274793.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -275180.000000 Penalty: 3737.507324
	Iteration 1F: 3 clusters Score -275180 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -275315.281250 Penalty: 3737.507324
	Iteration 2F: 3 clusters Score -275315.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -275380.937500 Penalty: 3737.507324
	Iteration 3Q: 3 clusters Score -275380.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -275414.281250 Penalty: 3737.507324
	Iteration 4Q: 3 clusters Score -275414.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -275435.593750 Penalty: 3737.507324
	Iteration 5Q: 3 clusters Score -275435.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -275450.156250 Penalty: 3737.507324
	Iteration 6Q: 3 clusters Score -275450.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -275462.781250 Penalty: 3737.507324
	Iteration 7Q: 3 clusters Score -275462.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -275473.250000 Penalty: 3737.507324
	Iteration 8Q: 3 clusters Score -275473.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -275482.687500 Penalty: 3737.507324
	Iteration 9Q: 3 clusters Score -275482.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -275490.687500 Penalty: 3737.507324
	Iteration 10Q: 3 clusters Score -275490.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -275496.062500 Penalty: 3737.507324
	Iteration 11Q: 3 clusters Score -275496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -275497.843750 Penalty: 3737.507324
	Iteration 12Q: 3 clusters Score -275497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -275500.906250 Penalty: 3737.507324
	Iteration 13Q: 3 clusters Score -275500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -275502.687500 Penalty: 3737.507324
	Iteration 14Q: 3 clusters Score -275502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -275504.843750 Penalty: 3737.507324
	Iteration 15Q: 3 clusters Score -275504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -275505.250000 Penalty: 3737.507324
	Iteration 16Q: 3 clusters Score -275505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -275505.250000 Penalty: 3737.507324
	Iteration 17F: 3 clusters Score -275505.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Entering Unmasked Estep 
Score: -9331396.000000 Penalty: 2741.096680
	Iteration 0F: 2 clusters Score -9331396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -9289063.000000 Penalty: 5482.193359
	Iteration 0F: 3 clusters Score -9289063 nChanged 29416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -9305736.000000 Penalty: 5482.193359
	Iteration 1F: 3 clusters Score -9305736 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -9306298.000000 Penalty: 5482.193359
	Iteration 2Q: 3 clusters Score -9306298 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -9306935.000000 Penalty: 5482.193359
	Iteration 3Q: 3 clusters Score -9306935 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -9307702.000000 Penalty: 5482.193359
	Iteration 4Q: 3 clusters Score -9307702 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -9308598.000000 Penalty: 5482.193359
	Iteration 5Q: 3 clusters Score -9308598 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -9309854.000000 Penalty: 5482.193359
	Iteration 6Q: 3 clusters Score -9309854 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -9311436.000000 Penalty: 5482.193359
	Iteration 7Q: 3 clusters Score -9311436 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -9312883.000000 Penalty: 5482.193359
	Iteration 8F: 3 clusters Score -9312883 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -9314268.000000 Penalty: 5482.193359
	Iteration 9Q: 3 clusters Score -9314268 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -9315443.000000 Penalty: 5482.193359
	Iteration 10Q: 3 clusters Score -9315443 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -9316550.000000 Penalty: 5482.193359
	Iteration 11Q: 3 clusters Score -9316550 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -9317773.000000 Penalty: 5482.193359
	Iteration 12Q: 3 clusters Score -9317773 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -9319022.000000 Penalty: 5482.193359
	Iteration 13Q: 3 clusters Score -9319022 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -9320495.000000 Penalty: 5482.193359
	Iteration 14Q: 3 clusters Score -9320495 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -9322134.000000 Penalty: 5482.193359
	Iteration 15Q: 3 clusters Score -9322134 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -9323706.000000 Penalty: 5482.193359
	Iteration 16Q: 3 clusters Score -9323706 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -9325122.000000 Penalty: 5482.193359
	Iteration 17Q: 3 clusters Score -9325122 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -9326367.000000 Penalty: 5482.193359
	Iteration 18Q: 3 clusters Score -9326367 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -9327315.000000 Penalty: 5482.193359
	Iteration 19Q: 3 clusters Score -9327315 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -9328014.000000 Penalty: 5482.193359
	Iteration 20F: 3 clusters Score -9328014 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -9328396.000000 Penalty: 5482.193359
	Iteration 21Q: 3 clusters Score -9328396 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -9328634.000000 Penalty: 5482.193359
	Iteration 22Q: 3 clusters Score -9328634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -9328812.000000 Penalty: 5482.193359
	Iteration 23Q: 3 clusters Score -9328812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -9328890.000000 Penalty: 5482.193359
	Iteration 24Q: 3 clusters Score -9328890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -9328956.000000 Penalty: 5482.193359
	Iteration 25Q: 3 clusters Score -9328956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -9329005.000000 Penalty: 5482.193359
	Iteration 26Q: 3 clusters Score -9329005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -9329033.000000 Penalty: 5482.193359
	Iteration 27Q: 3 clusters Score -9329033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -9329041.000000 Penalty: 5482.193359
	Iteration 28Q: 3 clusters Score -9329041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -9329062.000000 Penalty: 5482.193359
	Iteration 29Q: 3 clusters Score -9329062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -9329070.000000 Penalty: 5482.193359
	Iteration 30Q: 3 clusters Score -9329070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -9329097.000000 Penalty: 5482.193359
	Iteration 31Q: 3 clusters Score -9329097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -9329100.000000 Penalty: 5482.193359
	Iteration 32Q: 3 clusters Score -9329100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -9329115.000000 Penalty: 5482.193359
	Iteration 33Q: 3 clusters Score -9329115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -9329116.000000 Penalty: 5482.193359
	Iteration 34Q: 3 clusters Score -9329116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -9329129.000000 Penalty: 5482.193359
	Iteration 35Q: 3 clusters Score -9329129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -9329130.000000 Penalty: 5482.193359
	Iteration 36Q: 3 clusters Score -9329130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -9329136.000000 Penalty: 5482.193359
	Iteration 37Q: 3 clusters Score -9329136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -9329137.000000 Penalty: 5482.193359
	Iteration 38Q: 3 clusters Score -9329137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -9329139.000000 Penalty: 5482.193359
	Iteration 39Q: 3 clusters Score -9329139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -9329152.000000 Penalty: 5482.193359
	Iteration 40F: 3 clusters Score -9329152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -9329152.000000 Penalty: 5482.193359
	Iteration 41Q: 3 clusters Score -9329152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -9329163.000000 Penalty: 5482.193359
	Iteration 42Q: 3 clusters Score -9329163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -9329161.000000 Penalty: 5482.193359
	Iteration 43Q: 3 clusters Score -9329161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -9329161.000000 Penalty: 5482.193359
	Iteration 44F: 3 clusters Score -9329161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -879201.125000 Penalty: 2171.657227
	Iteration 0F: 2 clusters Score -879201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -873872.000000 Penalty: 4343.314453
	Iteration 0F: 3 clusters Score -873872 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -875505.000000 Penalty: 4343.314453
	Iteration 1F: 3 clusters Score -875505 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -875896.937500 Penalty: 4343.314453
	Iteration 2F: 3 clusters Score -875896.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -876156.312500 Penalty: 4343.314453
	Iteration 3F: 3 clusters Score -876156.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -876386.250000 Penalty: 4343.314453
	Iteration 4F: 3 clusters Score -876386.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -876620.250000 Penalty: 4343.314453
	Iteration 5Q: 3 clusters Score -876620.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -876830.750000 Penalty: 4343.314453
	Iteration 6Q: 3 clusters Score -876830.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -877006.000000 Penalty: 4343.314453
	Iteration 7Q: 3 clusters Score -877006 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -877170.687500 Penalty: 4343.314453
	Iteration 8Q: 3 clusters Score -877170.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -877304.812500 Penalty: 4343.314453
	Iteration 9Q: 3 clusters Score -877304.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -877439.937500 Penalty: 4343.314453
	Iteration 10Q: 3 clusters Score -877439.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -877529.812500 Penalty: 4343.314453
	Iteration 11Q: 3 clusters Score -877529.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -877597.562500 Penalty: 4343.314453
	Iteration 12Q: 3 clusters Score -877597.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -877634.750000 Penalty: 4343.314453
	Iteration 13Q: 3 clusters Score -877634.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -877666.500000 Penalty: 4343.314453
	Iteration 14Q: 3 clusters Score -877666.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -877691.750000 Penalty: 4343.314453
	Iteration 15Q: 3 clusters Score -877691.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -877704.875000 Penalty: 4343.314453
	Iteration 16Q: 3 clusters Score -877704.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -877716.937500 Penalty: 4343.314453
	Iteration 17Q: 3 clusters Score -877716.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -877719.500000 Penalty: 4343.314453
	Iteration 18Q: 3 clusters Score -877719.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -877725.312500 Penalty: 4343.314453
	Iteration 19Q: 3 clusters Score -877725.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -877732.187500 Penalty: 4343.314453
	Iteration 20F: 3 clusters Score -877732.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -877733.750000 Penalty: 4343.314453
	Iteration 21Q: 3 clusters Score -877733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -877736.750000 Penalty: 4343.314453
	Iteration 22Q: 3 clusters Score -877736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -877738.000000 Penalty: 4343.314453
	Iteration 23Q: 3 clusters Score -877738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -877739.000000 Penalty: 4343.314453
	Iteration 24Q: 3 clusters Score -877739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -877741.375000 Penalty: 4343.314453
	Iteration 25Q: 3 clusters Score -877741.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -877745.375000 Penalty: 4343.314453
	Iteration 26Q: 3 clusters Score -877745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -877746.562500 Penalty: 4343.314453
	Iteration 27Q: 3 clusters Score -877746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -877749.250000 Penalty: 4343.314453
	Iteration 28Q: 3 clusters Score -877749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -877749.375000 Penalty: 4343.314453
	Iteration 29Q: 3 clusters Score -877749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -877748.812500 Penalty: 4343.314453
	Iteration 30Q: 3 clusters Score -877748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -877749.625000 Penalty: 4343.314453
	Iteration 31Q: 3 clusters Score -877749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -877748.812500 Penalty: 4343.314453
	Iteration 32Q: 3 clusters Score -877748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -877751.187500 Penalty: 4343.314453
	Iteration 33Q: 3 clusters Score -877751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -877751.625000 Penalty: 4343.314453
	Iteration 34Q: 3 clusters Score -877751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -877751.937500 Penalty: 4343.314453
	Iteration 35Q: 3 clusters Score -877751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -877752.750000 Penalty: 4343.314453
	Iteration 36Q: 3 clusters Score -877752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -877754.687500 Penalty: 4343.314453
	Iteration 37Q: 3 clusters Score -877754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -877754.375000 Penalty: 4343.314453
	Iteration 38Q: 3 clusters Score -877754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -877756.187500 Penalty: 4343.314453
	Iteration 39Q: 3 clusters Score -877756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -877756.312500 Penalty: 4343.314453
	Iteration 40F: 3 clusters Score -877756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -365735.531250 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -365735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -362802.656250 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -362802.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -363348.562500 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -363348.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -363456.250000 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -363456.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -363523.781250 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -363523.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -363574.625000 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -363574.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -363600.031250 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -363600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -363622.875000 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -363622.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -363642.281250 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -363642.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -363652.093750 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -363652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -363656.281250 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -363656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -363659.718750 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -363659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -363661.781250 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -363661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -363665.031250 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -363665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -363665.125000 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -363665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -363664.718750 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -363664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -363665.750000 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -363665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -363665.750000 Penalty: 3882.904541
	Iteration 16F: 3 clusters Score -363665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Entering Unmasked Estep 
Score: -1622254.000000 Penalty: 2345.133789
	Iteration 0F: 2 clusters Score -1622254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1612842.750000 Penalty: 4690.267578
	Iteration 0F: 3 clusters Score -1612843 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1615817.000000 Penalty: 4690.267578
	Iteration 1F: 3 clusters Score -1615817 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1616279.625000 Penalty: 4690.267578
	Iteration 2F: 3 clusters Score -1616280 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1616702.625000 Penalty: 4690.267578
	Iteration 3F: 3 clusters Score -1616703 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1617140.375000 Penalty: 4690.267578
	Iteration 4F: 3 clusters Score -1617140 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1617609.625000 Penalty: 4690.267578
	Iteration 5F: 3 clusters Score -1617610 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1617955.250000 Penalty: 4690.267578
	Iteration 6F: 3 clusters Score -1617955 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1618259.000000 Penalty: 4690.267578
	Iteration 7Q: 3 clusters Score -1618259 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1618524.125000 Penalty: 4690.267578
	Iteration 8Q: 3 clusters Score -1618524 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1618760.500000 Penalty: 4690.267578
	Iteration 9Q: 3 clusters Score -1618760 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1618954.750000 Penalty: 4690.267578
	Iteration 10Q: 3 clusters Score -1618955 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1619104.375000 Penalty: 4690.267578
	Iteration 11Q: 3 clusters Score -1619104 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1619260.625000 Penalty: 4690.267578
	Iteration 12Q: 3 clusters Score -1619261 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1619386.500000 Penalty: 4690.267578
	Iteration 13Q: 3 clusters Score -1619386 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1619487.875000 Penalty: 4690.267578
	Iteration 14Q: 3 clusters Score -1619488 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1619579.500000 Penalty: 4690.267578
	Iteration 15Q: 3 clusters Score -1619580 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1619655.250000 Penalty: 4690.267578
	Iteration 16Q: 3 clusters Score -1619655 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1619712.000000 Penalty: 4690.267578
	Iteration 17Q: 3 clusters Score -1619712 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1619770.750000 Penalty: 4690.267578
	Iteration 18Q: 3 clusters Score -1619771 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1619820.750000 Penalty: 4690.267578
	Iteration 19Q: 3 clusters Score -1619821 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1619872.500000 Penalty: 4690.267578
	Iteration 20F: 3 clusters Score -1619872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1619924.375000 Penalty: 4690.267578
	Iteration 21Q: 3 clusters Score -1619924 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1619955.625000 Penalty: 4690.267578
	Iteration 22Q: 3 clusters Score -1619956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1619993.750000 Penalty: 4690.267578
	Iteration 23Q: 3 clusters Score -1619994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1620037.625000 Penalty: 4690.267578
	Iteration 24Q: 3 clusters Score -1620038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1620093.250000 Penalty: 4690.267578
	Iteration 25Q: 3 clusters Score -1620093 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1620161.750000 Penalty: 4690.267578
	Iteration 26Q: 3 clusters Score -1620162 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1620233.125000 Penalty: 4690.267578
	Iteration 27Q: 3 clusters Score -1620233 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1620297.250000 Penalty: 4690.267578
	Iteration 28Q: 3 clusters Score -1620297 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1620382.500000 Penalty: 4690.267578
	Iteration 29Q: 3 clusters Score -1620382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1620479.500000 Penalty: 4690.267578
	Iteration 30Q: 3 clusters Score -1620480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1620562.750000 Penalty: 4690.267578
	Iteration 31Q: 3 clusters Score -1620563 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1620646.125000 Penalty: 4690.267578
	Iteration 32Q: 3 clusters Score -1620646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1620737.250000 Penalty: 4690.267578
	Iteration 33Q: 3 clusters Score -1620737 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1620838.250000 Penalty: 4690.267578
	Iteration 34Q: 3 clusters Score -1620838 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1620938.000000 Penalty: 4690.267578
	Iteration 35Q: 3 clusters Score -1620938 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1621075.250000 Penalty: 4690.267578
	Iteration 36Q: 3 clusters Score -1621075 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1621198.375000 Penalty: 4690.267578
	Iteration 37Q: 3 clusters Score -1621198 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1621293.625000 Penalty: 4690.267578
	Iteration 38Q: 3 clusters Score -1621294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1621349.250000 Penalty: 4690.267578
	Iteration 39Q: 3 clusters Score -1621349 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1621399.500000 Penalty: 4690.267578
	Iteration 40F: 3 clusters Score -1621400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1621443.125000 Penalty: 4690.267578
	Iteration 41Q: 3 clusters Score -1621443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1621471.250000 Penalty: 4690.267578
	Iteration 42Q: 3 clusters Score -1621471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1621492.000000 Penalty: 4690.267578
	Iteration 43Q: 3 clusters Score -1621492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1621510.375000 Penalty: 4690.267578
	Iteration 44Q: 3 clusters Score -1621510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1621516.750000 Penalty: 4690.267578
	Iteration 45Q: 3 clusters Score -1621517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1621528.875000 Penalty: 4690.267578
	Iteration 46Q: 3 clusters Score -1621529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1621535.250000 Penalty: 4690.267578
	Iteration 47Q: 3 clusters Score -1621535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1621549.625000 Penalty: 4690.267578
	Iteration 48Q: 3 clusters Score -1621550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1621558.000000 Penalty: 4690.267578
	Iteration 49Q: 3 clusters Score -1621558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1621567.875000 Penalty: 4690.267578
	Iteration 50Q: 3 clusters Score -1621568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1621570.375000 Penalty: 4690.267578
	Iteration 51Q: 3 clusters Score -1621570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1621575.375000 Penalty: 4690.267578
	Iteration 52Q: 3 clusters Score -1621575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1621581.250000 Penalty: 4690.267578
	Iteration 53Q: 3 clusters Score -1621581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1621587.875000 Penalty: 4690.267578
	Iteration 54Q: 3 clusters Score -1621588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1621594.375000 Penalty: 4690.267578
	Iteration 55Q: 3 clusters Score -1621594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1621596.250000 Penalty: 4690.267578
	Iteration 56Q: 3 clusters Score -1621596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1621597.125000 Penalty: 4690.267578
	Iteration 57Q: 3 clusters Score -1621597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1621601.125000 Penalty: 4690.267578
	Iteration 58Q: 3 clusters Score -1621601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1621604.125000 Penalty: 4690.267578
	Iteration 59Q: 3 clusters Score -1621604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1621607.250000 Penalty: 4690.267578
	Iteration 60F: 3 clusters Score -1621607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1621609.750000 Penalty: 4690.267578
	Iteration 61Q: 3 clusters Score -1621610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1621613.000000 Penalty: 4690.267578
	Iteration 62Q: 3 clusters Score -1621613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1621613.000000 Penalty: 4690.267578
	Iteration 63Q: 3 clusters Score -1621613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1621614.625000 Penalty: 4690.267578
	Iteration 64Q: 3 clusters Score -1621615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1621615.000000 Penalty: 4690.267578
	Iteration 65Q: 3 clusters Score -1621615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1621613.750000 Penalty: 4690.267578
	Iteration 66Q: 3 clusters Score -1621614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1621613.875000 Penalty: 4690.267578
	Iteration 67Q: 3 clusters Score -1621614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1621611.125000 Penalty: 4690.267578
	Iteration 68Q: 3 clusters Score -1621611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1621615.500000 Penalty: 4690.267578
	Iteration 69Q: 3 clusters Score -1621616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1621615.125000 Penalty: 4690.267578
	Iteration 70Q: 3 clusters Score -1621615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1621617.250000 Penalty: 4690.267578
	Iteration 71Q: 3 clusters Score -1621617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1621617.250000 Penalty: 4690.267578
	Iteration 72F: 3 clusters Score -1621617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Entering Unmasked Estep 
Score: -4796288.000000 Penalty: 2576.043213
	Iteration 0F: 2 clusters Score -4796288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4774042.000000 Penalty: 5152.086426
	Iteration 0F: 3 clusters Score -4774042 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -4782096.000000 Penalty: 5152.086426
	Iteration 1F: 3 clusters Score -4782096 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4782547.500000 Penalty: 5152.086426
	Iteration 2Q: 3 clusters Score -4782548 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4782957.500000 Penalty: 5152.086426
	Iteration 3Q: 3 clusters Score -4782958 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4783401.500000 Penalty: 5152.086426
	Iteration 4Q: 3 clusters Score -4783402 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4784036.500000 Penalty: 5152.086426
	Iteration 5Q: 3 clusters Score -4784036 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4784900.000000 Penalty: 5152.086426
	Iteration 6Q: 3 clusters Score -4784900 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4786200.000000 Penalty: 5152.086426
	Iteration 7F: 3 clusters Score -4786200 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4787935.500000 Penalty: 5152.086426
	Iteration 8F: 3 clusters Score -4787936 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -4789939.000000 Penalty: 5152.086426
	Iteration 9F: 3 clusters Score -4789939 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4791684.500000 Penalty: 5152.086426
	Iteration 10F: 3 clusters Score -4791684 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4792831.000000 Penalty: 5152.086426
	Iteration 11Q: 3 clusters Score -4792831 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4793409.000000 Penalty: 5152.086426
	Iteration 12Q: 3 clusters Score -4793409 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4793716.500000 Penalty: 5152.086426
	Iteration 13Q: 3 clusters Score -4793716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4793839.500000 Penalty: 5152.086426
	Iteration 14Q: 3 clusters Score -4793840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4793915.000000 Penalty: 5152.086426
	Iteration 15Q: 3 clusters Score -4793915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4793957.500000 Penalty: 5152.086426
	Iteration 16Q: 3 clusters Score -4793958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4793982.000000 Penalty: 5152.086426
	Iteration 17Q: 3 clusters Score -4793982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4794013.500000 Penalty: 5152.086426
	Iteration 18Q: 3 clusters Score -4794014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4794032.000000 Penalty: 5152.086426
	Iteration 19Q: 3 clusters Score -4794032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4794045.000000 Penalty: 5152.086426
	Iteration 20F: 3 clusters Score -4794045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4794042.500000 Penalty: 5152.086426
	Iteration 21Q: 3 clusters Score -4794042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4794051.000000 Penalty: 5152.086426
	Iteration 22Q: 3 clusters Score -4794051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4794060.000000 Penalty: 5152.086426
	Iteration 23Q: 3 clusters Score -4794060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4794060.000000 Penalty: 5152.086426
	Iteration 24Q: 3 clusters Score -4794060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4794066.500000 Penalty: 5152.086426
	Iteration 25Q: 3 clusters Score -4794066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4794070.500000 Penalty: 5152.086426
	Iteration 26Q: 3 clusters Score -4794070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4794075.500000 Penalty: 5152.086426
	Iteration 27Q: 3 clusters Score -4794076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4794075.500000 Penalty: 5152.086426
	Iteration 28F: 3 clusters Score -4794076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -48561.519531 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -48561.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47209.808594 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -47209.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47306.519531 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -47306.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47326.980469 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -47326.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47336.238281 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -47336.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47336.238281 Penalty: 2879.346924
	Iteration 4F: 3 clusters Score -47336.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -83964.171875 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -83964.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82330.718750 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -82330.72 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82804.023438 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -82804.02 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83112.312500 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -83112.31 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83424.601562 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -83424.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83621.484375 Penalty: 3314.947021
	Iteration 4F: 3 clusters Score -83621.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83794.312500 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -83794.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83866.492188 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -83866.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83897.828125 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -83897.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83933.312500 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -83933.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83949.312500 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -83949.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83961.085938 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -83961.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83963.703125 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -83963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83963.703125 Penalty: 3314.947021
	Iteration 12F: 3 clusters Score -83963.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (141793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141793 members 
Entering Unmasked Estep 
Score: -21159458.000000 Penalty: 2941.806641
	Iteration 0F: 2 clusters Score -2.115946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -21067144.000000 Penalty: 5883.613281
	Iteration 0F: 3 clusters Score -2.106714e+07 nChanged 67679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -21107004.000000 Penalty: 5883.613281
	Iteration 1F: 3 clusters Score -2.1107e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -21108584.000000 Penalty: 5883.613281
	Iteration 2Q: 3 clusters Score -2.110858e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -21110446.000000 Penalty: 5883.613281
	Iteration 3Q: 3 clusters Score -2.111045e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -21112900.000000 Penalty: 5883.613281
	Iteration 4Q: 3 clusters Score -2.11129e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -21115804.000000 Penalty: 5883.613281
	Iteration 5Q: 3 clusters Score -2.11158e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -21119736.000000 Penalty: 5883.613281
	Iteration 6F: 3 clusters Score -2.111974e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -21124592.000000 Penalty: 5883.613281
	Iteration 7F: 3 clusters Score -2.112459e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -21130246.000000 Penalty: 5883.613281
	Iteration 8F: 3 clusters Score -2.113025e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -21135344.000000 Penalty: 5883.613281
	Iteration 9F: 3 clusters Score -2.113534e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -21138592.000000 Penalty: 5883.613281
	Iteration 10Q: 3 clusters Score -2.113859e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -21140136.000000 Penalty: 5883.613281
	Iteration 11Q: 3 clusters Score -2.114014e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -21140950.000000 Penalty: 5883.613281
	Iteration 12Q: 3 clusters Score -2.114095e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 97867 members 
Entering Unmasked Estep 
Score: -21141664.000000 Penalty: 5883.613281
	Iteration 13Q: 3 clusters Score -2.114166e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -21142270.000000 Penalty: 5883.613281
	Iteration 14Q: 3 clusters Score -2.114227e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -21142996.000000 Penalty: 5883.613281
	Iteration 15Q: 3 clusters Score -2.1143e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -21143658.000000 Penalty: 5883.613281
	Iteration 16Q: 3 clusters Score -2.114366e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -21144446.000000 Penalty: 5883.613281
	Iteration 17Q: 3 clusters Score -2.114445e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -21145346.000000 Penalty: 5883.613281
	Iteration 18Q: 3 clusters Score -2.114535e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -21146338.000000 Penalty: 5883.613281
	Iteration 19Q: 3 clusters Score -2.114634e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -21147552.000000 Penalty: 5883.613281
	Iteration 20F: 3 clusters Score -2.114755e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -21148824.000000 Penalty: 5883.613281
	Iteration 21Q: 3 clusters Score -2.114882e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 120196 members 
Entering Unmasked Estep 
Score: -21149918.000000 Penalty: 5883.613281
	Iteration 22Q: 3 clusters Score -2.114992e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -21151468.000000 Penalty: 5883.613281
	Iteration 23Q: 3 clusters Score -2.115147e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -21152794.000000 Penalty: 5883.613281
	Iteration 24Q: 3 clusters Score -2.115279e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -21153952.000000 Penalty: 5883.613281
	Iteration 25Q: 3 clusters Score -2.115395e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 130588 members 
Entering Unmasked Estep 
Score: -21154898.000000 Penalty: 5883.613281
	Iteration 26Q: 3 clusters Score -2.11549e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 132415 members 
Entering Unmasked Estep 
Score: -21155688.000000 Penalty: 5883.613281
	Iteration 27Q: 3 clusters Score -2.115569e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -21156266.000000 Penalty: 5883.613281
	Iteration 28Q: 3 clusters Score -2.115627e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 135180 members 
Entering Unmasked Estep 
Score: -21156764.000000 Penalty: 5883.613281
	Iteration 29Q: 3 clusters Score -2.115676e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -21157120.000000 Penalty: 5883.613281
	Iteration 30Q: 3 clusters Score -2.115712e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 136944 members 
Entering Unmasked Estep 
Score: -21157390.000000 Penalty: 5883.613281
	Iteration 31Q: 3 clusters Score -2.115739e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 137569 members 
Entering Unmasked Estep 
Score: -21157576.000000 Penalty: 5883.613281
	Iteration 32Q: 3 clusters Score -2.115758e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 138037 members 
Entering Unmasked Estep 
Score: -21157750.000000 Penalty: 5883.613281
	Iteration 33Q: 3 clusters Score -2.115775e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 138401 members 
Entering Unmasked Estep 
Score: -21157850.000000 Penalty: 5883.613281
	Iteration 34Q: 3 clusters Score -2.115785e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 138704 members 
Entering Unmasked Estep 
Score: -21157976.000000 Penalty: 5883.613281
	Iteration 35Q: 3 clusters Score -2.115798e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 138938 members 
Entering Unmasked Estep 
Score: -21158104.000000 Penalty: 5883.613281
	Iteration 36Q: 3 clusters Score -2.11581e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 139107 members 
Entering Unmasked Estep 
Score: -21158156.000000 Penalty: 5883.613281
	Iteration 37Q: 3 clusters Score -2.115816e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 139254 members 
Entering Unmasked Estep 
Score: -21158186.000000 Penalty: 5883.613281
	Iteration 38Q: 3 clusters Score -2.115819e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 139380 members 
Entering Unmasked Estep 
Score: -21158214.000000 Penalty: 5883.613281
	Iteration 39Q: 3 clusters Score -2.115821e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 139482 members 
Entering Unmasked Estep 
Score: -21158264.000000 Penalty: 5883.613281
	Iteration 40F: 3 clusters Score -2.115826e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 139563 members 
Entering Unmasked Estep 
Score: -21158338.000000 Penalty: 5883.613281
	Iteration 41Q: 3 clusters Score -2.115834e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 139646 members 
Entering Unmasked Estep 
Score: -21158318.000000 Penalty: 5883.613281
	Iteration 42Q: 3 clusters Score -2.115832e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 139710 members 
Entering Unmasked Estep 
Score: -21158362.000000 Penalty: 5883.613281
	Iteration 43Q: 3 clusters Score -2.115836e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 139764 members 
Entering Unmasked Estep 
Score: -21158376.000000 Penalty: 5883.613281
	Iteration 44Q: 3 clusters Score -2.115838e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 139804 members 
Entering Unmasked Estep 
Score: -21158394.000000 Penalty: 5883.613281
	Iteration 45Q: 3 clusters Score -2.115839e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 139837 members 
Entering Unmasked Estep 
Score: -21158404.000000 Penalty: 5883.613281
	Iteration 46Q: 3 clusters Score -2.11584e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -21158414.000000 Penalty: 5883.613281
	Iteration 47Q: 3 clusters Score -2.115841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -21158412.000000 Penalty: 5883.613281
	Iteration 48Q: 3 clusters Score -2.115841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 139928 members 
Entering Unmasked Estep 
Score: -21158432.000000 Penalty: 5883.613281
	Iteration 49Q: 3 clusters Score -2.115843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 139954 members 
Entering Unmasked Estep 
Score: -21158464.000000 Penalty: 5883.613281
	Iteration 50Q: 3 clusters Score -2.115846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 139996 members 
Entering Unmasked Estep 
Score: -21158486.000000 Penalty: 5883.613281
	Iteration 51Q: 3 clusters Score -2.115849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 140020 members 
Entering Unmasked Estep 
Score: -21158542.000000 Penalty: 5883.613281
	Iteration 52Q: 3 clusters Score -2.115854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -21158570.000000 Penalty: 5883.613281
	Iteration 53Q: 3 clusters Score -2.115857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 140058 members 
Entering Unmasked Estep 
Score: -21158570.000000 Penalty: 5883.613281
	Iteration 54Q: 3 clusters Score -2.115857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 140071 members 
Entering Unmasked Estep 
Score: -21158576.000000 Penalty: 5883.613281
	Iteration 55Q: 3 clusters Score -2.115858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -21158562.000000 Penalty: 5883.613281
	Iteration 56Q: 3 clusters Score -2.115856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 140083 members 
Entering Unmasked Estep 
Score: -21158550.000000 Penalty: 5883.613281
	Iteration 57Q: 3 clusters Score -2.115855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 140084 members 
Entering Unmasked Estep 
Score: -21158562.000000 Penalty: 5883.613281
	Iteration 58Q: 3 clusters Score -2.115856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
Score: -21158578.000000 Penalty: 5883.613281
	Iteration 59Q: 3 clusters Score -2.115858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 140093 members 
Entering Unmasked Estep 
Score: -21158570.000000 Penalty: 5883.613281
	Iteration 60F: 3 clusters Score -2.115857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -21158582.000000 Penalty: 5883.613281
	Iteration 61Q: 3 clusters Score -2.115858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 140103 members 
Entering Unmasked Estep 
Score: -21158570.000000 Penalty: 5883.613281
	Iteration 62Q: 3 clusters Score -2.115857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 140109 members 
Entering Unmasked Estep 
Score: -21158558.000000 Penalty: 5883.613281
	Iteration 63Q: 3 clusters Score -2.115856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -21158556.000000 Penalty: 5883.613281
	Iteration 64Q: 3 clusters Score -2.115856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -21158546.000000 Penalty: 5883.613281
	Iteration 65Q: 3 clusters Score -2.115855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 140125 members 
Entering Unmasked Estep 
Score: -21158546.000000 Penalty: 5883.613281
	Iteration 66Q: 3 clusters Score -2.115855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 140125 members 
Entering Unmasked Estep 
Score: -21158558.000000 Penalty: 5883.613281
	Iteration 67Q: 3 clusters Score -2.115856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 140127 members 
Entering Unmasked Estep 
Score: -21158560.000000 Penalty: 5883.613281
	Iteration 68Q: 3 clusters Score -2.115856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 140130 members 
Entering Unmasked Estep 
Score: -21158556.000000 Penalty: 5883.613281
	Iteration 69Q: 3 clusters Score -2.115856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 140132 members 
Entering Unmasked Estep 
Score: -21158558.000000 Penalty: 5883.613281
	Iteration 70Q: 3 clusters Score -2.115856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 140137 members 
Entering Unmasked Estep 
Score: -21158568.000000 Penalty: 5883.613281
	Iteration 71Q: 3 clusters Score -2.115857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 140140 members 
Entering Unmasked Estep 
Score: -21158572.000000 Penalty: 5883.613281
	Iteration 72Q: 3 clusters Score -2.115857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 140144 members 
Entering Unmasked Estep 
Score: -21158582.000000 Penalty: 5883.613281
	Iteration 73Q: 3 clusters Score -2.115858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -21158570.000000 Penalty: 5883.613281
	Iteration 74Q: 3 clusters Score -2.115857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -21158576.000000 Penalty: 5883.613281
	Iteration 75Q: 3 clusters Score -2.115858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -21158570.000000 Penalty: 5883.613281
	Iteration 76Q: 3 clusters Score -2.115857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -21158562.000000 Penalty: 5883.613281
	Iteration 77Q: 3 clusters Score -2.115856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 140152 members 
Entering Unmasked Estep 
Score: -21158570.000000 Penalty: 5883.613281
	Iteration 78Q: 3 clusters Score -2.115857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 140151 members 
Entering Unmasked Estep 
Score: -21158580.000000 Penalty: 5883.613281
	Iteration 79Q: 3 clusters Score -2.115858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 140152 members 
Entering Unmasked Estep 
Score: -21158574.000000 Penalty: 5883.613281
	Iteration 80F: 3 clusters Score -2.115857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 140158 members 
Entering Unmasked Estep 
Score: -21158584.000000 Penalty: 5883.613281
	Iteration 81Q: 3 clusters Score -2.115858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 140164 members 
Entering Unmasked Estep 
Score: -21158596.000000 Penalty: 5883.613281
	Iteration 82Q: 3 clusters Score -2.11586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -21158598.000000 Penalty: 5883.613281
	Iteration 83Q: 3 clusters Score -2.11586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -21158596.000000 Penalty: 5883.613281
	Iteration 84Q: 3 clusters Score -2.11586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -21158592.000000 Penalty: 5883.613281
	Iteration 85Q: 3 clusters Score -2.115859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -21158592.000000 Penalty: 5883.613281
	Iteration 86F: 3 clusters Score -2.115859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -711875.000000 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -711875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707323.312500 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -707323.3 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -708439.375000 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -708439.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -708690.875000 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -708690.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -708837.125000 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -708837.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -708923.187500 Penalty: 4230.542480
	Iteration 4Q: 3 clusters Score -708923.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -708990.937500 Penalty: 4230.542480
	Iteration 5Q: 3 clusters Score -708990.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -709044.312500 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -709044.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -709085.250000 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -709085.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -709120.000000 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -709120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -709155.187500 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -709155.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -709184.062500 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -709184.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -709218.312500 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -709218.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -709240.562500 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -709240.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -709259.875000 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -709259.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -709279.437500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -709279.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -709299.062500 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -709299.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -709326.312500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -709326.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -709353.750000 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -709353.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -709383.437500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -709383.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -709407.500000 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -709407.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -709429.000000 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -709429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -709451.812500 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -709451.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -709491.687500 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -709491.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -709530.375000 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -709530.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -709569.125000 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -709569.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -709607.812500 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -709607.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -709639.500000 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -709639.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -709686.875000 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -709686.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -709736.312500 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -709736.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -709781.875000 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -709781.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -709829.750000 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -709829.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -709872.187500 Penalty: 4230.542480
	Iteration 31Q: 3 clusters Score -709872.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -709915.500000 Penalty: 4230.542480
	Iteration 32Q: 3 clusters Score -709915.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -709949.312500 Penalty: 4230.542480
	Iteration 33Q: 3 clusters Score -709949.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -709983.437500 Penalty: 4230.542480
	Iteration 34Q: 3 clusters Score -709983.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -710011.562500 Penalty: 4230.542480
	Iteration 35Q: 3 clusters Score -710011.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -710037.187500 Penalty: 4230.542480
	Iteration 36Q: 3 clusters Score -710037.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -710063.125000 Penalty: 4230.542480
	Iteration 37Q: 3 clusters Score -710063.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -710091.875000 Penalty: 4230.542480
	Iteration 38Q: 3 clusters Score -710091.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -710118.625000 Penalty: 4230.542480
	Iteration 39Q: 3 clusters Score -710118.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -710144.687500 Penalty: 4230.542480
	Iteration 40F: 3 clusters Score -710144.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -710164.000000 Penalty: 4230.542480
	Iteration 41Q: 3 clusters Score -710164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -710179.937500 Penalty: 4230.542480
	Iteration 42Q: 3 clusters Score -710179.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -710192.812500 Penalty: 4230.542480
	Iteration 43Q: 3 clusters Score -710192.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -710203.625000 Penalty: 4230.542480
	Iteration 44Q: 3 clusters Score -710203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -710213.812500 Penalty: 4230.542480
	Iteration 45Q: 3 clusters Score -710213.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -710225.500000 Penalty: 4230.542480
	Iteration 46Q: 3 clusters Score -710225.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -710236.687500 Penalty: 4230.542480
	Iteration 47Q: 3 clusters Score -710236.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -710246.687500 Penalty: 4230.542480
	Iteration 48Q: 3 clusters Score -710246.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -710254.062500 Penalty: 4230.542480
	Iteration 49Q: 3 clusters Score -710254.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -710266.125000 Penalty: 4230.542480
	Iteration 50Q: 3 clusters Score -710266.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -710280.312500 Penalty: 4230.542480
	Iteration 51Q: 3 clusters Score -710280.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -710295.000000 Penalty: 4230.542480
	Iteration 52Q: 3 clusters Score -710295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -710303.000000 Penalty: 4230.542480
	Iteration 53Q: 3 clusters Score -710303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -710312.437500 Penalty: 4230.542480
	Iteration 54Q: 3 clusters Score -710312.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -710326.250000 Penalty: 4230.542480
	Iteration 55Q: 3 clusters Score -710326.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -710341.312500 Penalty: 4230.542480
	Iteration 56Q: 3 clusters Score -710341.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -710353.875000 Penalty: 4230.542480
	Iteration 57Q: 3 clusters Score -710353.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -710361.250000 Penalty: 4230.542480
	Iteration 58Q: 3 clusters Score -710361.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -710369.750000 Penalty: 4230.542480
	Iteration 59Q: 3 clusters Score -710369.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -710374.437500 Penalty: 4230.542480
	Iteration 60F: 3 clusters Score -710374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -710377.562500 Penalty: 4230.542480
	Iteration 61Q: 3 clusters Score -710377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -710381.625000 Penalty: 4230.542480
	Iteration 62Q: 3 clusters Score -710381.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -710383.062500 Penalty: 4230.542480
	Iteration 63Q: 3 clusters Score -710383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -710385.937500 Penalty: 4230.542480
	Iteration 64Q: 3 clusters Score -710385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -710391.312500 Penalty: 4230.542480
	Iteration 65Q: 3 clusters Score -710391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -710393.687500 Penalty: 4230.542480
	Iteration 66Q: 3 clusters Score -710393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -710398.437500 Penalty: 4230.542480
	Iteration 67Q: 3 clusters Score -710398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -710401.750000 Penalty: 4230.542480
	Iteration 68Q: 3 clusters Score -710401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -710402.375000 Penalty: 4230.542480
	Iteration 69Q: 3 clusters Score -710402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -710402.375000 Penalty: 4230.542480
	Iteration 70Q: 3 clusters Score -710402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -710403.937500 Penalty: 4230.542480
	Iteration 71Q: 3 clusters Score -710403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -710405.750000 Penalty: 4230.542480
	Iteration 72Q: 3 clusters Score -710405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -710407.500000 Penalty: 4230.542480
	Iteration 73Q: 3 clusters Score -710407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -710409.375000 Penalty: 4230.542480
	Iteration 74Q: 3 clusters Score -710409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -710411.937500 Penalty: 4230.542480
	Iteration 75Q: 3 clusters Score -710411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -710414.750000 Penalty: 4230.542480
	Iteration 76Q: 3 clusters Score -710414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -710415.000000 Penalty: 4230.542480
	Iteration 77Q: 3 clusters Score -710415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -710417.687500 Penalty: 4230.542480
	Iteration 78Q: 3 clusters Score -710417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -710421.312500 Penalty: 4230.542480
	Iteration 79Q: 3 clusters Score -710421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -710420.875000 Penalty: 4230.542480
	Iteration 80F: 3 clusters Score -710420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -114769.835938 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -114769.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112986.523438 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -112986.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113467.507812 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -113467.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -113618.585938 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -113618.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113795.375000 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -113795.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113915.601562 Penalty: 3377.830566
	Iteration 4F: 3 clusters Score -113915.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114001.515625 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -114001.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114142.953125 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -114143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114363.812500 Penalty: 3377.830566
	Iteration 7F: 3 clusters Score -114363.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114585.281250 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -114585.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114779.898438 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -114779.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115072.867188 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -115072.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115310.531250 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -115310.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115383.890625 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -115383.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -115505.734375 Penalty: 3377.830566
	Iteration 13Q: 3 clusters Score -115505.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -115551.343750 Penalty: 3377.830566
	Iteration 14Q: 3 clusters Score -115551.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -115599.226562 Penalty: 3377.830566
	Iteration 15Q: 3 clusters Score -115599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115636.156250 Penalty: 3377.830566
	Iteration 16Q: 3 clusters Score -115636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115646.593750 Penalty: 3377.830566
	Iteration 17Q: 3 clusters Score -115646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -115647.703125 Penalty: 3377.830566
	Iteration 18Q: 3 clusters Score -115647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -115648.648438 Penalty: 3377.830566
	Iteration 19Q: 3 clusters Score -115648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -115692.046875 Penalty: 3377.830566
	Iteration 20F: 3 clusters Score -115692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115898.054688 Penalty: 3377.830566
	Iteration 21Q: 3 clusters Score -115898.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -116278.953125 Penalty: 3377.830566
	Iteration 22Q: 3 clusters Score -116279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116385.671875 Penalty: 3377.830566
	Iteration 23Q: 3 clusters Score -116385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116391.117188 Penalty: 3377.830566
	Iteration 24Q: 3 clusters Score -116391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -116393.679688 Penalty: 3377.830566
	Iteration 25Q: 3 clusters Score -116393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116396.125000 Penalty: 3377.830566
	Iteration 26Q: 3 clusters Score -116396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116398.265625 Penalty: 3377.830566
	Iteration 27Q: 3 clusters Score -116398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116401.632812 Penalty: 3377.830566
	Iteration 28Q: 3 clusters Score -116401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116402.070312 Penalty: 3377.830566
	Iteration 29Q: 3 clusters Score -116402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116402.070312 Penalty: 3377.830566
	Iteration 30F: 3 clusters Score -116402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 14750 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 196205 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28381 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63121 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 32444 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 141793 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 813 members 
Entering Unmasked Estep 
Score: -95484080.000000 Penalty: 109682.515625
Splitting cluster 27 changes total score from -95483904.000000 to -95484080.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -230209.328125 Penalty: 1842.521118
	Iteration 0F: 2 clusters Score -230209.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227782.015625 Penalty: 3685.042236
	Iteration 0F: 3 clusters Score -227782 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -228303.468750 Penalty: 3685.042236
	Iteration 1F: 3 clusters Score -228303.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228462.015625 Penalty: 3685.042236
	Iteration 2F: 3 clusters Score -228462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -228601.265625 Penalty: 3685.042236
	Iteration 3F: 3 clusters Score -228601.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -228752.781250 Penalty: 3685.042236
	Iteration 4Q: 3 clusters Score -228752.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -228880.328125 Penalty: 3685.042236
	Iteration 5Q: 3 clusters Score -228880.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -228954.703125 Penalty: 3685.042236
	Iteration 6Q: 3 clusters Score -228954.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -228994.953125 Penalty: 3685.042236
	Iteration 7Q: 3 clusters Score -228995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -229036.484375 Penalty: 3685.042236
	Iteration 8Q: 3 clusters Score -229036.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -229057.046875 Penalty: 3685.042236
	Iteration 9Q: 3 clusters Score -229057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -229075.750000 Penalty: 3685.042236
	Iteration 10Q: 3 clusters Score -229075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -229101.765625 Penalty: 3685.042236
	Iteration 11Q: 3 clusters Score -229101.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -229140.609375 Penalty: 3685.042236
	Iteration 12Q: 3 clusters Score -229140.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -229190.078125 Penalty: 3685.042236
	Iteration 13Q: 3 clusters Score -229190.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -229222.875000 Penalty: 3685.042236
	Iteration 14Q: 3 clusters Score -229222.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229259.796875 Penalty: 3685.042236
	Iteration 15Q: 3 clusters Score -229259.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229282.093750 Penalty: 3685.042236
	Iteration 16Q: 3 clusters Score -229282.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -229307.937500 Penalty: 3685.042236
	Iteration 17Q: 3 clusters Score -229307.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -229334.109375 Penalty: 3685.042236
	Iteration 18Q: 3 clusters Score -229334.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -229365.453125 Penalty: 3685.042236
	Iteration 19Q: 3 clusters Score -229365.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -229401.734375 Penalty: 3685.042236
	Iteration 20F: 3 clusters Score -229401.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -229425.234375 Penalty: 3685.042236
	Iteration 21Q: 3 clusters Score -229425.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229448.609375 Penalty: 3685.042236
	Iteration 22Q: 3 clusters Score -229448.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229475.703125 Penalty: 3685.042236
	Iteration 23Q: 3 clusters Score -229475.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -229492.328125 Penalty: 3685.042236
	Iteration 24Q: 3 clusters Score -229492.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -229510.703125 Penalty: 3685.042236
	Iteration 25Q: 3 clusters Score -229510.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -229524.187500 Penalty: 3685.042236
	Iteration 26Q: 3 clusters Score -229524.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -229543.578125 Penalty: 3685.042236
	Iteration 27Q: 3 clusters Score -229543.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229558.640625 Penalty: 3685.042236
	Iteration 28Q: 3 clusters Score -229558.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229572.687500 Penalty: 3685.042236
	Iteration 29Q: 3 clusters Score -229572.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229587.953125 Penalty: 3685.042236
	Iteration 30Q: 3 clusters Score -229588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -229596.765625 Penalty: 3685.042236
	Iteration 31Q: 3 clusters Score -229596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -229603.859375 Penalty: 3685.042236
	Iteration 32Q: 3 clusters Score -229603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -229608.750000 Penalty: 3685.042236
	Iteration 33Q: 3 clusters Score -229608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -229611.093750 Penalty: 3685.042236
	Iteration 34Q: 3 clusters Score -229611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -229611.093750 Penalty: 3685.042236
	Iteration 35F: 3 clusters Score -229611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -813267.625000 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -813267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -808357.437500 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -808357.4 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -809612.687500 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -809612.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -809877.500000 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -809877.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -810112.750000 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -810112.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -810372.937500 Penalty: 4281.446777
	Iteration 4Q: 3 clusters Score -810372.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -810662.687500 Penalty: 4281.446777
	Iteration 5F: 3 clusters Score -810662.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -810984.875000 Penalty: 4281.446777
	Iteration 6F: 3 clusters Score -810984.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -811279.312500 Penalty: 4281.446777
	Iteration 7F: 3 clusters Score -811279.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -811537.687500 Penalty: 4281.446777
	Iteration 8F: 3 clusters Score -811537.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -811747.437500 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -811747.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -811872.375000 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -811872.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -811951.750000 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -811951.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -812000.750000 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -812000.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -812034.500000 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -812034.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -812058.062500 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -812058.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -812066.062500 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -812066.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -812073.875000 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -812073.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -812077.687500 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -812077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -812082.062500 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -812082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -812082.062500 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -812082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -812083.062500 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -812083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -812083.312500 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -812083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -812084.562500 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -812084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -812086.125000 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -812086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -812086.125000 Penalty: 4281.446777
	Iteration 24F: 3 clusters Score -812086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -90228.585938 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -90228.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88584.609375 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -88584.61 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88881.648438 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -88881.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88964.679688 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -88964.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89025.742188 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -89025.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89054.343750 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -89054.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89073.328125 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -89073.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89112.523438 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -89112.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89153.125000 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -89153.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89196.546875 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -89196.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89265.304688 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -89265.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89371.234375 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -89371.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89529.632812 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -89529.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89679.820312 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -89679.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89772.382812 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -89772.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89845.976562 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -89845.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89898.390625 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -89898.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89943.812500 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -89943.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89973.281250 Penalty: 3262.619141
	Iteration 17Q: 3 clusters Score -89973.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90002.632812 Penalty: 3262.619141
	Iteration 18Q: 3 clusters Score -90002.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90037.992188 Penalty: 3262.619141
	Iteration 19Q: 3 clusters Score -90037.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90072.164062 Penalty: 3262.619141
	Iteration 20F: 3 clusters Score -90072.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90102.921875 Penalty: 3262.619141
	Iteration 21Q: 3 clusters Score -90102.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90134.468750 Penalty: 3262.619141
	Iteration 22Q: 3 clusters Score -90134.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90149.156250 Penalty: 3262.619141
	Iteration 23Q: 3 clusters Score -90149.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90181.000000 Penalty: 3262.619141
	Iteration 24Q: 3 clusters Score -90181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90241.304688 Penalty: 3262.619141
	Iteration 25Q: 3 clusters Score -90241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90337.843750 Penalty: 3262.619141
	Iteration 26Q: 3 clusters Score -90337.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90387.687500 Penalty: 3262.619141
	Iteration 27Q: 3 clusters Score -90387.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90407.187500 Penalty: 3262.619141
	Iteration 28Q: 3 clusters Score -90407.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90424.156250 Penalty: 3262.619141
	Iteration 29Q: 3 clusters Score -90424.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90431.242188 Penalty: 3262.619141
	Iteration 30Q: 3 clusters Score -90431.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90440.281250 Penalty: 3262.619141
	Iteration 31Q: 3 clusters Score -90440.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90445.070312 Penalty: 3262.619141
	Iteration 32Q: 3 clusters Score -90445.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90445.070312 Penalty: 3262.619141
	Iteration 33F: 3 clusters Score -90445.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 14750 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 196205 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28381 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63121 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 32444 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 141793 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 813 members 
Mstep: Class 34 contains 316 members 
Entering Unmasked Estep 
Score: -95482576.000000 Penalty: 113006.234375
Splitting cluster 31 changes total score from -95483904.000000 to -95482576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -1650235.875000 Penalty: 2319.062500
	Iteration 0F: 2 clusters Score -1650236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1641587.875000 Penalty: 4638.125000
	Iteration 0F: 3 clusters Score -1641588 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1644297.250000 Penalty: 4638.125000
	Iteration 1F: 3 clusters Score -1644297 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1644776.875000 Penalty: 4638.125000
	Iteration 2F: 3 clusters Score -1644777 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1645429.375000 Penalty: 4638.125000
	Iteration 3F: 3 clusters Score -1645429 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1646260.250000 Penalty: 4638.125000
	Iteration 4F: 3 clusters Score -1646260 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1647170.125000 Penalty: 4638.125000
	Iteration 5F: 3 clusters Score -1647170 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1648008.000000 Penalty: 4638.125000
	Iteration 6F: 3 clusters Score -1648008 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1648684.125000 Penalty: 4638.125000
	Iteration 7F: 3 clusters Score -1648684 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1649114.125000 Penalty: 4638.125000
	Iteration 8F: 3 clusters Score -1649114 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1649343.250000 Penalty: 4638.125000
	Iteration 9Q: 3 clusters Score -1649343 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1649478.500000 Penalty: 4638.125000
	Iteration 10Q: 3 clusters Score -1649478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1649590.250000 Penalty: 4638.125000
	Iteration 11Q: 3 clusters Score -1649590 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1649654.625000 Penalty: 4638.125000
	Iteration 12Q: 3 clusters Score -1649655 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1649715.000000 Penalty: 4638.125000
	Iteration 13Q: 3 clusters Score -1649715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1649780.000000 Penalty: 4638.125000
	Iteration 14Q: 3 clusters Score -1649780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1649819.000000 Penalty: 4638.125000
	Iteration 15Q: 3 clusters Score -1649819 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1649856.750000 Penalty: 4638.125000
	Iteration 16Q: 3 clusters Score -1649857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1649890.000000 Penalty: 4638.125000
	Iteration 17Q: 3 clusters Score -1649890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1649919.500000 Penalty: 4638.125000
	Iteration 18Q: 3 clusters Score -1649920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1649953.750000 Penalty: 4638.125000
	Iteration 19Q: 3 clusters Score -1649954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1649981.250000 Penalty: 4638.125000
	Iteration 20F: 3 clusters Score -1649981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1649998.625000 Penalty: 4638.125000
	Iteration 21Q: 3 clusters Score -1649999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1650010.125000 Penalty: 4638.125000
	Iteration 22Q: 3 clusters Score -1650010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1650013.750000 Penalty: 4638.125000
	Iteration 23Q: 3 clusters Score -1650014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1650019.375000 Penalty: 4638.125000
	Iteration 24Q: 3 clusters Score -1650019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1650028.500000 Penalty: 4638.125000
	Iteration 25Q: 3 clusters Score -1650028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1650034.125000 Penalty: 4638.125000
	Iteration 26Q: 3 clusters Score -1650034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1650035.750000 Penalty: 4638.125000
	Iteration 27Q: 3 clusters Score -1650036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1650040.125000 Penalty: 4638.125000
	Iteration 28Q: 3 clusters Score -1650040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1650036.000000 Penalty: 4638.125000
	Iteration 29Q: 3 clusters Score -1650036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1650038.125000 Penalty: 4638.125000
	Iteration 30Q: 3 clusters Score -1650038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1650037.625000 Penalty: 4638.125000
	Iteration 31Q: 3 clusters Score -1650038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1650036.000000 Penalty: 4638.125000
	Iteration 32Q: 3 clusters Score -1650036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1650035.125000 Penalty: 4638.125000
	Iteration 33Q: 3 clusters Score -1650035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1650036.500000 Penalty: 4638.125000
	Iteration 34Q: 3 clusters Score -1650036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1650036.500000 Penalty: 4638.125000
	Iteration 35F: 3 clusters Score -1650036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -99572.476562 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -99572.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97855.460938 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -97855.46 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98323.750000 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -98323.75 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98891.648438 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -98891.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99244.562500 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -99244.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99383.914062 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -99383.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -99525.148438 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -99525.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99650.390625 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -99650.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99816.195312 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -99816.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -100040.929688 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -100040.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -100187.304688 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -100187.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100304.960938 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -100305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -100430.109375 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -100430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100454.445312 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -100454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100533.195312 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -100533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100544.687500 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -100544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -100553.117188 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -100553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -100561.562500 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -100561.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -100563.164062 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -100563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -100563.164062 Penalty: 3323.562744
	Iteration 18F: 3 clusters Score -100563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 14750 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 196205 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28381 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63121 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 32444 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 141793 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 161 members 
Mstep: Class 34 contains 652 members 
Entering Unmasked Estep 
Score: -95483696.000000 Penalty: 113006.234375
Splitting cluster 33 changes total score from -95483904.000000 to -95483696.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 14750 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 196205 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28381 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 63121 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 32444 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 141793 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 2920.328613 but Gain 3323.710938
Score: -95484512.000000 Penalty: 106358.804688
Iteration 119Q: 33 clusters Score -9.548451e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 14759 members 
Mstep: Class 3 contains 9455 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 196484 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 21875 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28265 members 
Mstep: Class 13 contains 19208 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63133 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 12786 members 
Mstep: Class 22 contains 32499 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 805 members 
Mstep: Class 25 contains 141787 members 
Mstep: Class 26 contains 5058 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11571 members 
Mstep: Class 33 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486880.000000 Penalty: 106358.804688
Iteration 120F: 33 clusters Score -9.548688e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 14773 members 
Mstep: Class 3 contains 9470 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 196733 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 21911 members 
Mstep: Class 9 contains 7714 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 28122 members 
Mstep: Class 13 contains 18894 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63140 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 32551 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 141774 members 
Mstep: Class 26 contains 5058 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11676 members 
Mstep: Class 33 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487336.000000 Penalty: 106358.804688
Iteration 121Q: 33 clusters Score -9.548734e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 14782 members 
Mstep: Class 3 contains 9474 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 197016 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 27992 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63150 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 12793 members 
Mstep: Class 22 contains 32596 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 141764 members 
Mstep: Class 26 contains 5056 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1686 members 
Mstep: Class 29 contains 5607 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11752 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487656.000000 Penalty: 106358.804688
Iteration 122Q: 33 clusters Score -9.548766e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 14788 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 197278 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 21985 members 
Mstep: Class 9 contains 7711 members 
Mstep: Class 10 contains 13946 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 27882 members 
Mstep: Class 13 contains 18259 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63151 members 
Mstep: Class 19 contains 6322 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 32637 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 808 members 
Mstep: Class 25 contains 141780 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 5606 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11837 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487656.000000 Penalty: 106358.804688
Iteration 123Q: 33 clusters Score -9.548766e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 14796 members 
Mstep: Class 3 contains 9467 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 197506 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 22030 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 17959 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63147 members 
Mstep: Class 19 contains 6316 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 12786 members 
Mstep: Class 22 contains 32674 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 141812 members 
Mstep: Class 26 contains 5050 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11910 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487856.000000 Penalty: 106358.804688
Iteration 124Q: 33 clusters Score -9.548786e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 9479 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 197730 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 22058 members 
Mstep: Class 9 contains 7711 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 27671 members 
Mstep: Class 13 contains 17672 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63152 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 32708 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 141837 members 
Mstep: Class 26 contains 5047 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 5603 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 11966 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487872.000000 Penalty: 106358.804688
Iteration 125Q: 33 clusters Score -9.548787e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 14797 members 
Mstep: Class 3 contains 9481 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 197914 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 22098 members 
Mstep: Class 9 contains 7709 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 27557 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63165 members 
Mstep: Class 19 contains 6309 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12797 members 
Mstep: Class 22 contains 32739 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 141867 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1680 members 
Mstep: Class 29 contains 5602 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12025 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487808.000000 Penalty: 106358.804688
Iteration 126Q: 33 clusters Score -9.548781e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 14807 members 
Mstep: Class 3 contains 9487 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 198076 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 22124 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 27456 members 
Mstep: Class 13 contains 17173 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63170 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 32768 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 141927 members 
Mstep: Class 26 contains 5049 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 5600 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12070 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488112.000000 Penalty: 106358.804688
Iteration 127Q: 33 clusters Score -9.548811e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 9484 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 198235 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 22170 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 27340 members 
Mstep: Class 13 contains 16896 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63169 members 
Mstep: Class 19 contains 6303 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 12812 members 
Mstep: Class 22 contains 32800 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 142023 members 
Mstep: Class 26 contains 5051 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 5599 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12123 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488152.000000 Penalty: 106358.804688
Iteration 128Q: 33 clusters Score -9.548815e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 9493 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 198422 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 22218 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 27221 members 
Mstep: Class 13 contains 16628 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63154 members 
Mstep: Class 19 contains 6295 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 12821 members 
Mstep: Class 22 contains 32838 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 142084 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 5597 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12167 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488296.000000 Penalty: 106358.804688
Iteration 129Q: 33 clusters Score -9.54883e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 198579 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 27112 members 
Mstep: Class 13 contains 16359 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63148 members 
Mstep: Class 19 contains 6294 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12822 members 
Mstep: Class 22 contains 32859 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 142187 members 
Mstep: Class 26 contains 5058 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12224 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488608.000000 Penalty: 106358.804688
Iteration 130Q: 33 clusters Score -9.548861e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 198710 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 22304 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 26996 members 
Mstep: Class 13 contains 16080 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63135 members 
Mstep: Class 19 contains 6293 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12827 members 
Mstep: Class 22 contains 32877 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 812 members 
Mstep: Class 25 contains 142323 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 5595 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12266 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488744.000000 Penalty: 106358.804688
Iteration 131Q: 33 clusters Score -9.548874e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 9510 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 198812 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 22374 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 26855 members 
Mstep: Class 13 contains 15811 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63126 members 
Mstep: Class 19 contains 6286 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12845 members 
Mstep: Class 22 contains 32909 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 816 members 
Mstep: Class 25 contains 142481 members 
Mstep: Class 26 contains 5065 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 5589 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12306 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488880.000000 Penalty: 106358.804688
Iteration 132Q: 33 clusters Score -9.548888e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 9506 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 198861 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 22434 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 26714 members 
Mstep: Class 13 contains 15562 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63128 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12863 members 
Mstep: Class 22 contains 32946 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 142664 members 
Mstep: Class 26 contains 5071 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12357 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488880.000000 Penalty: 106358.804688
Iteration 133Q: 33 clusters Score -9.548888e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 14827 members 
Mstep: Class 3 contains 9499 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 198884 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 22512 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 26582 members 
Mstep: Class 13 contains 15308 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6235 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63119 members 
Mstep: Class 19 contains 6280 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12877 members 
Mstep: Class 22 contains 32977 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 142882 members 
Mstep: Class 26 contains 5074 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489048.000000 Penalty: 106358.804688
Iteration 134Q: 33 clusters Score -9.548905e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 14827 members 
Mstep: Class 3 contains 9496 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 198849 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 22578 members 
Mstep: Class 9 contains 7699 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 26447 members 
Mstep: Class 13 contains 15076 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63103 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 12884 members 
Mstep: Class 22 contains 33006 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 143138 members 
Mstep: Class 26 contains 5078 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1672 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12478 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489056.000000 Penalty: 106358.804688
Iteration 135Q: 33 clusters Score -9.548906e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 14833 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 198796 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 22632 members 
Mstep: Class 9 contains 7703 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 26309 members 
Mstep: Class 13 contains 14866 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63090 members 
Mstep: Class 19 contains 6277 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 33033 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 143381 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1666 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12541 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489280.000000 Penalty: 106358.804688
Iteration 136Q: 33 clusters Score -9.548928e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 14840 members 
Mstep: Class 3 contains 9471 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 198723 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 22686 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 26183 members 
Mstep: Class 13 contains 14660 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63075 members 
Mstep: Class 19 contains 6272 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12927 members 
Mstep: Class 22 contains 33058 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 143650 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1659 members 
Mstep: Class 29 contains 5551 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12592 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489816.000000 Penalty: 106358.804688
Iteration 137Q: 33 clusters Score -9.548982e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 14844 members 
Mstep: Class 3 contains 9454 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 198603 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 22754 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 26068 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63041 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 12942 members 
Mstep: Class 22 contains 33077 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 836 members 
Mstep: Class 25 contains 143927 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 5545 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12647 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489688.000000 Penalty: 106358.804688
Iteration 138Q: 33 clusters Score -9.548969e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 14854 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 198478 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 22841 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25951 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 63018 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 12935 members 
Mstep: Class 22 contains 33092 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 840 members 
Mstep: Class 25 contains 144209 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489600.000000 Penalty: 106358.804688
Iteration 139Q: 33 clusters Score -9.54896e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9410 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 198333 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 22935 members 
Mstep: Class 9 contains 7708 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25864 members 
Mstep: Class 13 contains 14162 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6242 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62992 members 
Mstep: Class 19 contains 6264 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12922 members 
Mstep: Class 22 contains 33108 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 144516 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 5534 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12750 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489800.000000 Penalty: 106358.804688
Iteration 140F: 33 clusters Score -9.54898e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 14862 members 
Mstep: Class 3 contains 9383 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 198178 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23029 members 
Mstep: Class 9 contains 7714 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 13996 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62964 members 
Mstep: Class 19 contains 6261 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 33129 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 144835 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5529 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12799 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489872.000000 Penalty: 106358.804688
Iteration 141Q: 33 clusters Score -9.548987e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 197985 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23111 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 13931 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25703 members 
Mstep: Class 13 contains 13858 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62944 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12898 members 
Mstep: Class 22 contains 33151 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 145171 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12840 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489768.000000 Penalty: 106358.804688
Iteration 142Q: 33 clusters Score -9.548977e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 197791 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23170 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25635 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62928 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 12887 members 
Mstep: Class 22 contains 33166 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 145485 members 
Mstep: Class 26 contains 5099 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12890 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489856.000000 Penalty: 106358.804688
Iteration 143Q: 33 clusters Score -9.548986e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 14863 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 197550 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23229 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13931 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25573 members 
Mstep: Class 13 contains 13648 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62914 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 12886 members 
Mstep: Class 22 contains 33187 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 145806 members 
Mstep: Class 26 contains 5100 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12928 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490144.000000 Penalty: 106358.804688
Iteration 144Q: 33 clusters Score -9.549014e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 9249 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 197359 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23261 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 13561 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62902 members 
Mstep: Class 19 contains 6244 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 12892 members 
Mstep: Class 22 contains 33199 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 146067 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12964 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490240.000000 Penalty: 106358.804688
Iteration 145Q: 33 clusters Score -9.549024e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14864 members 
Mstep: Class 3 contains 9225 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 197164 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23293 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25542 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62882 members 
Mstep: Class 19 contains 6238 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12889 members 
Mstep: Class 22 contains 33222 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 146339 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5526 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 12986 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490320.000000 Penalty: 106358.804688
Iteration 146Q: 33 clusters Score -9.549032e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 14857 members 
Mstep: Class 3 contains 9202 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196988 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23324 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25536 members 
Mstep: Class 13 contains 13370 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62858 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12887 members 
Mstep: Class 22 contains 33238 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 146605 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13006 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490336.000000 Penalty: 106358.804688
Iteration 147Q: 33 clusters Score -9.549034e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 14857 members 
Mstep: Class 3 contains 9182 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196856 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23348 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25536 members 
Mstep: Class 13 contains 13274 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62833 members 
Mstep: Class 19 contains 6229 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12884 members 
Mstep: Class 22 contains 33252 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 146838 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13019 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490400.000000 Penalty: 106358.804688
Iteration 148Q: 33 clusters Score -9.54904e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196761 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23374 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 13180 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62809 members 
Mstep: Class 19 contains 6228 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 12882 members 
Mstep: Class 22 contains 33262 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147034 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13024 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490408.000000 Penalty: 106358.804688
Iteration 149Q: 33 clusters Score -9.549041e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 9149 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196680 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23396 members 
Mstep: Class 9 contains 7721 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 13106 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62788 members 
Mstep: Class 19 contains 6230 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 12875 members 
Mstep: Class 22 contains 33275 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147185 members 
Mstep: Class 26 contains 5099 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13033 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490440.000000 Penalty: 106358.804688
Iteration 150Q: 33 clusters Score -9.549044e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 9131 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196624 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23411 members 
Mstep: Class 9 contains 7724 members 
Mstep: Class 10 contains 13941 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25531 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62771 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 12875 members 
Mstep: Class 22 contains 33279 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147303 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13044 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490328.000000 Penalty: 106358.804688
Iteration 151Q: 33 clusters Score -9.549033e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 14862 members 
Mstep: Class 3 contains 9114 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196588 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23417 members 
Mstep: Class 9 contains 7725 members 
Mstep: Class 10 contains 13941 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 12983 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62755 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 12875 members 
Mstep: Class 22 contains 33283 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147403 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13060 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490408.000000 Penalty: 106358.804688
Iteration 152Q: 33 clusters Score -9.549041e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 14862 members 
Mstep: Class 3 contains 9098 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196543 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23423 members 
Mstep: Class 9 contains 7728 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25543 members 
Mstep: Class 13 contains 12922 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62738 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 12875 members 
Mstep: Class 22 contains 33292 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147507 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13070 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490328.000000 Penalty: 106358.804688
Iteration 153Q: 33 clusters Score -9.549033e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 14864 members 
Mstep: Class 3 contains 9086 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196492 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23432 members 
Mstep: Class 9 contains 7733 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25548 members 
Mstep: Class 13 contains 12861 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62732 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 12877 members 
Mstep: Class 22 contains 33307 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147601 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13067 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490424.000000 Penalty: 106358.804688
Iteration 154Q: 33 clusters Score -9.549042e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 14863 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196434 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23434 members 
Mstep: Class 9 contains 7733 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12785 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62723 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 12876 members 
Mstep: Class 22 contains 33322 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147724 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13077 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490408.000000 Penalty: 106358.804688
Iteration 155Q: 33 clusters Score -9.549041e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196362 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23440 members 
Mstep: Class 9 contains 7736 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 25552 members 
Mstep: Class 13 contains 12708 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62713 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12871 members 
Mstep: Class 22 contains 33332 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147858 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13092 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490352.000000 Penalty: 106358.804688
Iteration 156Q: 33 clusters Score -9.549035e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9069 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196289 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23446 members 
Mstep: Class 9 contains 7738 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25549 members 
Mstep: Class 13 contains 12630 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62707 members 
Mstep: Class 19 contains 6239 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12870 members 
Mstep: Class 22 contains 33344 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 147993 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13099 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490360.000000 Penalty: 106358.804688
Iteration 157Q: 33 clusters Score -9.549036e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 14853 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196205 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23452 members 
Mstep: Class 9 contains 7736 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25549 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62692 members 
Mstep: Class 19 contains 6238 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12868 members 
Mstep: Class 22 contains 33355 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148143 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13104 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490240.000000 Penalty: 106358.804688
Iteration 158Q: 33 clusters Score -9.549024e+07 nChanged 397
Entering ConstructFrom: 
Score: -95490240.000000 Penalty: 106358.804688
Entering ConstructFrom: 
Trying to split cluster 1 (48424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Entering Unmasked Estep 
Score: -7099465.500000 Penalty: 2675.362305
	Iteration 0F: 2 clusters Score -7099466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -7066904.500000 Penalty: 5350.724609
	Iteration 0F: 3 clusters Score -7066904 nChanged 22340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -7079235.500000 Penalty: 5350.724609
	Iteration 1F: 3 clusters Score -7079236 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -7079762.000000 Penalty: 5350.724609
	Iteration 2Q: 3 clusters Score -7079762 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -7080254.500000 Penalty: 5350.724609
	Iteration 3Q: 3 clusters Score -7080254 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -7080755.500000 Penalty: 5350.724609
	Iteration 4Q: 3 clusters Score -7080756 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -7081292.500000 Penalty: 5350.724609
	Iteration 5Q: 3 clusters Score -7081292 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -7081874.500000 Penalty: 5350.724609
	Iteration 6Q: 3 clusters Score -7081874 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -7082591.000000 Penalty: 5350.724609
	Iteration 7Q: 3 clusters Score -7082591 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -7083541.500000 Penalty: 5350.724609
	Iteration 8Q: 3 clusters Score -7083542 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -7084671.000000 Penalty: 5350.724609
	Iteration 9Q: 3 clusters Score -7084671 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -7086193.500000 Penalty: 5350.724609
	Iteration 10Q: 3 clusters Score -7086194 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -7087621.500000 Penalty: 5350.724609
	Iteration 11Q: 3 clusters Score -7087622 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -7088668.000000 Penalty: 5350.724609
	Iteration 12Q: 3 clusters Score -7088668 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7089242.000000 Penalty: 5350.724609
	Iteration 13Q: 3 clusters Score -7089242 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -7089513.500000 Penalty: 5350.724609
	Iteration 14Q: 3 clusters Score -7089514 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -7089682.500000 Penalty: 5350.724609
	Iteration 15Q: 3 clusters Score -7089682 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -7089764.500000 Penalty: 5350.724609
	Iteration 16Q: 3 clusters Score -7089764 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -7089873.000000 Penalty: 5350.724609
	Iteration 17Q: 3 clusters Score -7089873 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -7089980.000000 Penalty: 5350.724609
	Iteration 18Q: 3 clusters Score -7089980 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -7090048.000000 Penalty: 5350.724609
	Iteration 19Q: 3 clusters Score -7090048 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -7090186.000000 Penalty: 5350.724609
	Iteration 20F: 3 clusters Score -7090186 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -7090376.000000 Penalty: 5350.724609
	Iteration 21Q: 3 clusters Score -7090376 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -7090574.500000 Penalty: 5350.724609
	Iteration 22Q: 3 clusters Score -7090574 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -7090749.500000 Penalty: 5350.724609
	Iteration 23Q: 3 clusters Score -7090750 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -7090948.500000 Penalty: 5350.724609
	Iteration 24Q: 3 clusters Score -7090948 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -7091151.000000 Penalty: 5350.724609
	Iteration 25Q: 3 clusters Score -7091151 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -7091436.500000 Penalty: 5350.724609
	Iteration 26Q: 3 clusters Score -7091436 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -7091711.500000 Penalty: 5350.724609
	Iteration 27Q: 3 clusters Score -7091712 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -7092009.500000 Penalty: 5350.724609
	Iteration 28Q: 3 clusters Score -7092010 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -7092372.000000 Penalty: 5350.724609
	Iteration 29Q: 3 clusters Score -7092372 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -7092716.000000 Penalty: 5350.724609
	Iteration 30Q: 3 clusters Score -7092716 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7093038.000000 Penalty: 5350.724609
	Iteration 31Q: 3 clusters Score -7093038 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -7093413.500000 Penalty: 5350.724609
	Iteration 32Q: 3 clusters Score -7093414 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -7093815.500000 Penalty: 5350.724609
	Iteration 33Q: 3 clusters Score -7093816 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -7094175.000000 Penalty: 5350.724609
	Iteration 34Q: 3 clusters Score -7094175 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -7094580.500000 Penalty: 5350.724609
	Iteration 35Q: 3 clusters Score -7094580 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -7094979.000000 Penalty: 5350.724609
	Iteration 36Q: 3 clusters Score -7094979 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -7095328.000000 Penalty: 5350.724609
	Iteration 37Q: 3 clusters Score -7095328 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -7095627.000000 Penalty: 5350.724609
	Iteration 38Q: 3 clusters Score -7095627 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -7095926.500000 Penalty: 5350.724609
	Iteration 39Q: 3 clusters Score -7095926 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -7096121.000000 Penalty: 5350.724609
	Iteration 40F: 3 clusters Score -7096121 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -7096320.500000 Penalty: 5350.724609
	Iteration 41Q: 3 clusters Score -7096320 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -7096470.500000 Penalty: 5350.724609
	Iteration 42Q: 3 clusters Score -7096470 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -7096620.000000 Penalty: 5350.724609
	Iteration 43Q: 3 clusters Score -7096620 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -7096757.000000 Penalty: 5350.724609
	Iteration 44Q: 3 clusters Score -7096757 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -7096858.000000 Penalty: 5350.724609
	Iteration 45Q: 3 clusters Score -7096858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -7096960.500000 Penalty: 5350.724609
	Iteration 46Q: 3 clusters Score -7096960 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -7097039.500000 Penalty: 5350.724609
	Iteration 47Q: 3 clusters Score -7097040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -7097081.500000 Penalty: 5350.724609
	Iteration 48Q: 3 clusters Score -7097082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -7097108.000000 Penalty: 5350.724609
	Iteration 49Q: 3 clusters Score -7097108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -7097161.500000 Penalty: 5350.724609
	Iteration 50Q: 3 clusters Score -7097162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -7097185.000000 Penalty: 5350.724609
	Iteration 51Q: 3 clusters Score -7097185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -7097203.500000 Penalty: 5350.724609
	Iteration 52Q: 3 clusters Score -7097204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -7097224.500000 Penalty: 5350.724609
	Iteration 53Q: 3 clusters Score -7097224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -7097240.500000 Penalty: 5350.724609
	Iteration 54Q: 3 clusters Score -7097240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -7097251.000000 Penalty: 5350.724609
	Iteration 55Q: 3 clusters Score -7097251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -7097266.000000 Penalty: 5350.724609
	Iteration 56Q: 3 clusters Score -7097266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -7097280.500000 Penalty: 5350.724609
	Iteration 57Q: 3 clusters Score -7097280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -7097290.000000 Penalty: 5350.724609
	Iteration 58Q: 3 clusters Score -7097290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -7097303.000000 Penalty: 5350.724609
	Iteration 59Q: 3 clusters Score -7097303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -7097304.000000 Penalty: 5350.724609
	Iteration 60F: 3 clusters Score -7097304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -7097312.500000 Penalty: 5350.724609
	Iteration 61Q: 3 clusters Score -7097312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -7097318.000000 Penalty: 5350.724609
	Iteration 62Q: 3 clusters Score -7097318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -7097317.000000 Penalty: 5350.724609
	Iteration 63Q: 3 clusters Score -7097317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -7097319.500000 Penalty: 5350.724609
	Iteration 64Q: 3 clusters Score -7097320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -7097319.500000 Penalty: 5350.724609
	Iteration 65F: 3 clusters Score -7097320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Entering Unmasked Estep 
Score: -2174458.250000 Penalty: 2382.327393
	Iteration 0F: 2 clusters Score -2174458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2163695.750000 Penalty: 4764.654785
	Iteration 0F: 3 clusters Score -2163696 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2167067.000000 Penalty: 4764.654785
	Iteration 1F: 3 clusters Score -2167067 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2167385.500000 Penalty: 4764.654785
	Iteration 2F: 3 clusters Score -2167386 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2167665.750000 Penalty: 4764.654785
	Iteration 3Q: 3 clusters Score -2167666 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2167902.750000 Penalty: 4764.654785
	Iteration 4Q: 3 clusters Score -2167903 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2168106.500000 Penalty: 4764.654785
	Iteration 5Q: 3 clusters Score -2168106 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2168297.250000 Penalty: 4764.654785
	Iteration 6Q: 3 clusters Score -2168297 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2168478.500000 Penalty: 4764.654785
	Iteration 7Q: 3 clusters Score -2168478 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2168673.000000 Penalty: 4764.654785
	Iteration 8Q: 3 clusters Score -2168673 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2168915.500000 Penalty: 4764.654785
	Iteration 9Q: 3 clusters Score -2168916 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2169207.750000 Penalty: 4764.654785
	Iteration 10Q: 3 clusters Score -2169208 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2169560.750000 Penalty: 4764.654785
	Iteration 11Q: 3 clusters Score -2169561 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2169947.000000 Penalty: 4764.654785
	Iteration 12Q: 3 clusters Score -2169947 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2170307.500000 Penalty: 4764.654785
	Iteration 13Q: 3 clusters Score -2170308 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2170642.250000 Penalty: 4764.654785
	Iteration 14Q: 3 clusters Score -2170642 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2170924.000000 Penalty: 4764.654785
	Iteration 15Q: 3 clusters Score -2170924 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2171116.000000 Penalty: 4764.654785
	Iteration 16Q: 3 clusters Score -2171116 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2171251.500000 Penalty: 4764.654785
	Iteration 17Q: 3 clusters Score -2171252 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2171350.000000 Penalty: 4764.654785
	Iteration 18Q: 3 clusters Score -2171350 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2171431.000000 Penalty: 4764.654785
	Iteration 19Q: 3 clusters Score -2171431 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2171490.500000 Penalty: 4764.654785
	Iteration 20F: 3 clusters Score -2171490 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2171544.000000 Penalty: 4764.654785
	Iteration 21Q: 3 clusters Score -2171544 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2171610.500000 Penalty: 4764.654785
	Iteration 22Q: 3 clusters Score -2171610 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2171653.750000 Penalty: 4764.654785
	Iteration 23Q: 3 clusters Score -2171654 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2171702.500000 Penalty: 4764.654785
	Iteration 24Q: 3 clusters Score -2171702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2171749.000000 Penalty: 4764.654785
	Iteration 25Q: 3 clusters Score -2171749 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2171792.250000 Penalty: 4764.654785
	Iteration 26Q: 3 clusters Score -2171792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2171831.500000 Penalty: 4764.654785
	Iteration 27Q: 3 clusters Score -2171832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2171857.000000 Penalty: 4764.654785
	Iteration 28Q: 3 clusters Score -2171857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2171886.000000 Penalty: 4764.654785
	Iteration 29Q: 3 clusters Score -2171886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2171907.250000 Penalty: 4764.654785
	Iteration 30Q: 3 clusters Score -2171907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2171926.000000 Penalty: 4764.654785
	Iteration 31Q: 3 clusters Score -2171926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2171939.750000 Penalty: 4764.654785
	Iteration 32Q: 3 clusters Score -2171940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2171960.000000 Penalty: 4764.654785
	Iteration 33Q: 3 clusters Score -2171960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2171967.250000 Penalty: 4764.654785
	Iteration 34Q: 3 clusters Score -2171967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2171979.250000 Penalty: 4764.654785
	Iteration 35Q: 3 clusters Score -2171979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2171996.750000 Penalty: 4764.654785
	Iteration 36Q: 3 clusters Score -2171997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2172008.250000 Penalty: 4764.654785
	Iteration 37Q: 3 clusters Score -2172008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2172022.500000 Penalty: 4764.654785
	Iteration 38Q: 3 clusters Score -2172022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2172038.000000 Penalty: 4764.654785
	Iteration 39Q: 3 clusters Score -2172038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2172044.250000 Penalty: 4764.654785
	Iteration 40F: 3 clusters Score -2172044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2172060.250000 Penalty: 4764.654785
	Iteration 41Q: 3 clusters Score -2172060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2172068.500000 Penalty: 4764.654785
	Iteration 42Q: 3 clusters Score -2172068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2172076.000000 Penalty: 4764.654785
	Iteration 43Q: 3 clusters Score -2172076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2172079.750000 Penalty: 4764.654785
	Iteration 44Q: 3 clusters Score -2172080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2172086.250000 Penalty: 4764.654785
	Iteration 45Q: 3 clusters Score -2172086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2172093.250000 Penalty: 4764.654785
	Iteration 46Q: 3 clusters Score -2172093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2172097.750000 Penalty: 4764.654785
	Iteration 47Q: 3 clusters Score -2172098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2172113.750000 Penalty: 4764.654785
	Iteration 48Q: 3 clusters Score -2172114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2172125.500000 Penalty: 4764.654785
	Iteration 49Q: 3 clusters Score -2172126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2172132.750000 Penalty: 4764.654785
	Iteration 50Q: 3 clusters Score -2172133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2172136.750000 Penalty: 4764.654785
	Iteration 51Q: 3 clusters Score -2172137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2172147.750000 Penalty: 4764.654785
	Iteration 52Q: 3 clusters Score -2172148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2172146.250000 Penalty: 4764.654785
	Iteration 53Q: 3 clusters Score -2172146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2172151.000000 Penalty: 4764.654785
	Iteration 54Q: 3 clusters Score -2172151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2172154.250000 Penalty: 4764.654785
	Iteration 55Q: 3 clusters Score -2172154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2172155.250000 Penalty: 4764.654785
	Iteration 56Q: 3 clusters Score -2172155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2172164.000000 Penalty: 4764.654785
	Iteration 57Q: 3 clusters Score -2172164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2172166.750000 Penalty: 4764.654785
	Iteration 58Q: 3 clusters Score -2172167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2172170.250000 Penalty: 4764.654785
	Iteration 59Q: 3 clusters Score -2172170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2172173.500000 Penalty: 4764.654785
	Iteration 60F: 3 clusters Score -2172174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2172169.500000 Penalty: 4764.654785
	Iteration 61Q: 3 clusters Score -2172170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2172171.000000 Penalty: 4764.654785
	Iteration 62Q: 3 clusters Score -2172171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2172175.000000 Penalty: 4764.654785
	Iteration 63Q: 3 clusters Score -2172175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2172180.250000 Penalty: 4764.654785
	Iteration 64Q: 3 clusters Score -2172180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2172183.750000 Penalty: 4764.654785
	Iteration 65Q: 3 clusters Score -2172184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2172195.750000 Penalty: 4764.654785
	Iteration 66Q: 3 clusters Score -2172196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2172203.750000 Penalty: 4764.654785
	Iteration 67Q: 3 clusters Score -2172204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2172208.750000 Penalty: 4764.654785
	Iteration 68Q: 3 clusters Score -2172209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2172217.750000 Penalty: 4764.654785
	Iteration 69Q: 3 clusters Score -2172218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2172222.750000 Penalty: 4764.654785
	Iteration 70Q: 3 clusters Score -2172223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2172228.250000 Penalty: 4764.654785
	Iteration 71Q: 3 clusters Score -2172228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2172228.250000 Penalty: 4764.654785
	Iteration 72Q: 3 clusters Score -2172228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2172236.000000 Penalty: 4764.654785
	Iteration 73Q: 3 clusters Score -2172236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2172237.000000 Penalty: 4764.654785
	Iteration 74Q: 3 clusters Score -2172237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2172239.500000 Penalty: 4764.654785
	Iteration 75Q: 3 clusters Score -2172240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2172245.500000 Penalty: 4764.654785
	Iteration 76Q: 3 clusters Score -2172246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2172250.750000 Penalty: 4764.654785
	Iteration 77Q: 3 clusters Score -2172251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2172258.750000 Penalty: 4764.654785
	Iteration 78Q: 3 clusters Score -2172259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2172259.000000 Penalty: 4764.654785
	Iteration 79Q: 3 clusters Score -2172259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2172257.500000 Penalty: 4764.654785
	Iteration 80F: 3 clusters Score -2172258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2172262.500000 Penalty: 4764.654785
	Iteration 81Q: 3 clusters Score -2172262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2172264.750000 Penalty: 4764.654785
	Iteration 82Q: 3 clusters Score -2172265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2172265.250000 Penalty: 4764.654785
	Iteration 83Q: 3 clusters Score -2172265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2172265.250000 Penalty: 4764.654785
	Iteration 84Q: 3 clusters Score -2172265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2172272.000000 Penalty: 4764.654785
	Iteration 85Q: 3 clusters Score -2172272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2172267.000000 Penalty: 4764.654785
	Iteration 86Q: 3 clusters Score -2172267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2172266.000000 Penalty: 4764.654785
	Iteration 87Q: 3 clusters Score -2172266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2172273.250000 Penalty: 4764.654785
	Iteration 88Q: 3 clusters Score -2172273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2172273.750000 Penalty: 4764.654785
	Iteration 89Q: 3 clusters Score -2172274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2172278.250000 Penalty: 4764.654785
	Iteration 90Q: 3 clusters Score -2172278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2172276.750000 Penalty: 4764.654785
	Iteration 91Q: 3 clusters Score -2172277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2172279.750000 Penalty: 4764.654785
	Iteration 92Q: 3 clusters Score -2172280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2172278.000000 Penalty: 4764.654785
	Iteration 93Q: 3 clusters Score -2172278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2172278.500000 Penalty: 4764.654785
	Iteration 94Q: 3 clusters Score -2172278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2172283.000000 Penalty: 4764.654785
	Iteration 95Q: 3 clusters Score -2172283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2172283.500000 Penalty: 4764.654785
	Iteration 96Q: 3 clusters Score -2172284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2172284.750000 Penalty: 4764.654785
	Iteration 97Q: 3 clusters Score -2172285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2172286.000000 Penalty: 4764.654785
	Iteration 98Q: 3 clusters Score -2172286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2172287.500000 Penalty: 4764.654785
	Iteration 99Q: 3 clusters Score -2172288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2172288.000000 Penalty: 4764.654785
	Iteration 100F: 3 clusters Score -2172288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2172287.250000 Penalty: 4764.654785
	Iteration 101Q: 3 clusters Score -2172287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2172291.500000 Penalty: 4764.654785
	Iteration 102Q: 3 clusters Score -2172292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2172290.750000 Penalty: 4764.654785
	Iteration 103Q: 3 clusters Score -2172291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2172290.750000 Penalty: 4764.654785
	Iteration 104Q: 3 clusters Score -2172291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2172290.750000 Penalty: 4764.654785
	Iteration 105Q: 3 clusters Score -2172291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2172290.750000 Penalty: 4764.654785
	Iteration 106Q: 3 clusters Score -2172291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2172293.000000 Penalty: 4764.654785
	Iteration 107Q: 3 clusters Score -2172293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2172292.250000 Penalty: 4764.654785
	Iteration 108Q: 3 clusters Score -2172292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2172292.750000 Penalty: 4764.654785
	Iteration 109Q: 3 clusters Score -2172293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2172293.500000 Penalty: 4764.654785
	Iteration 110Q: 3 clusters Score -2172294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2172292.500000 Penalty: 4764.654785
	Iteration 111Q: 3 clusters Score -2172292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2172294.250000 Penalty: 4764.654785
	Iteration 112Q: 3 clusters Score -2172294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2172293.250000 Penalty: 4764.654785
	Iteration 113Q: 3 clusters Score -2172293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2172293.000000 Penalty: 4764.654785
	Iteration 114Q: 3 clusters Score -2172293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2172293.000000 Penalty: 4764.654785
	Iteration 115F: 3 clusters Score -2172293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Entering Unmasked Estep 
Score: -1309852.250000 Penalty: 2259.956299
	Iteration 0F: 2 clusters Score -1309852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1302760.750000 Penalty: 4519.912598
	Iteration 0F: 3 clusters Score -1302761 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1304883.500000 Penalty: 4519.912598
	Iteration 1F: 3 clusters Score -1304884 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1305212.750000 Penalty: 4519.912598
	Iteration 2F: 3 clusters Score -1305213 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1305450.375000 Penalty: 4519.912598
	Iteration 3F: 3 clusters Score -1305450 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1305644.125000 Penalty: 4519.912598
	Iteration 4Q: 3 clusters Score -1305644 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1305797.750000 Penalty: 4519.912598
	Iteration 5Q: 3 clusters Score -1305798 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1305925.250000 Penalty: 4519.912598
	Iteration 6Q: 3 clusters Score -1305925 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1306038.750000 Penalty: 4519.912598
	Iteration 7Q: 3 clusters Score -1306039 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1306143.875000 Penalty: 4519.912598
	Iteration 8Q: 3 clusters Score -1306144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1306217.000000 Penalty: 4519.912598
	Iteration 9Q: 3 clusters Score -1306217 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1306272.250000 Penalty: 4519.912598
	Iteration 10Q: 3 clusters Score -1306272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1306328.875000 Penalty: 4519.912598
	Iteration 11Q: 3 clusters Score -1306329 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1306372.250000 Penalty: 4519.912598
	Iteration 12Q: 3 clusters Score -1306372 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1306414.625000 Penalty: 4519.912598
	Iteration 13Q: 3 clusters Score -1306415 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1306451.750000 Penalty: 4519.912598
	Iteration 14Q: 3 clusters Score -1306452 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1306488.250000 Penalty: 4519.912598
	Iteration 15Q: 3 clusters Score -1306488 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1306523.000000 Penalty: 4519.912598
	Iteration 16Q: 3 clusters Score -1306523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1306556.875000 Penalty: 4519.912598
	Iteration 17Q: 3 clusters Score -1306557 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1306590.000000 Penalty: 4519.912598
	Iteration 18Q: 3 clusters Score -1306590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1306622.500000 Penalty: 4519.912598
	Iteration 19Q: 3 clusters Score -1306622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1306665.125000 Penalty: 4519.912598
	Iteration 20F: 3 clusters Score -1306665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1306704.375000 Penalty: 4519.912598
	Iteration 21Q: 3 clusters Score -1306704 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1306751.125000 Penalty: 4519.912598
	Iteration 22Q: 3 clusters Score -1306751 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1306787.000000 Penalty: 4519.912598
	Iteration 23Q: 3 clusters Score -1306787 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1306831.875000 Penalty: 4519.912598
	Iteration 24Q: 3 clusters Score -1306832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1306880.375000 Penalty: 4519.912598
	Iteration 25Q: 3 clusters Score -1306880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1306915.625000 Penalty: 4519.912598
	Iteration 26Q: 3 clusters Score -1306916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1306943.000000 Penalty: 4519.912598
	Iteration 27Q: 3 clusters Score -1306943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1306970.875000 Penalty: 4519.912598
	Iteration 28Q: 3 clusters Score -1306971 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1307008.375000 Penalty: 4519.912598
	Iteration 29Q: 3 clusters Score -1307008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1307032.750000 Penalty: 4519.912598
	Iteration 30Q: 3 clusters Score -1307033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1307055.250000 Penalty: 4519.912598
	Iteration 31Q: 3 clusters Score -1307055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1307075.250000 Penalty: 4519.912598
	Iteration 32Q: 3 clusters Score -1307075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1307091.000000 Penalty: 4519.912598
	Iteration 33Q: 3 clusters Score -1307091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1307103.625000 Penalty: 4519.912598
	Iteration 34Q: 3 clusters Score -1307104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1307118.625000 Penalty: 4519.912598
	Iteration 35Q: 3 clusters Score -1307119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1307145.875000 Penalty: 4519.912598
	Iteration 36Q: 3 clusters Score -1307146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1307164.750000 Penalty: 4519.912598
	Iteration 37Q: 3 clusters Score -1307165 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1307178.500000 Penalty: 4519.912598
	Iteration 38Q: 3 clusters Score -1307178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1307191.250000 Penalty: 4519.912598
	Iteration 39Q: 3 clusters Score -1307191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1307203.375000 Penalty: 4519.912598
	Iteration 40F: 3 clusters Score -1307203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1307211.375000 Penalty: 4519.912598
	Iteration 41Q: 3 clusters Score -1307211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1307228.625000 Penalty: 4519.912598
	Iteration 42Q: 3 clusters Score -1307229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1307240.750000 Penalty: 4519.912598
	Iteration 43Q: 3 clusters Score -1307241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1307254.750000 Penalty: 4519.912598
	Iteration 44Q: 3 clusters Score -1307255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1307271.750000 Penalty: 4519.912598
	Iteration 45Q: 3 clusters Score -1307272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1307284.500000 Penalty: 4519.912598
	Iteration 46Q: 3 clusters Score -1307284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1307298.625000 Penalty: 4519.912598
	Iteration 47Q: 3 clusters Score -1307299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1307321.750000 Penalty: 4519.912598
	Iteration 48Q: 3 clusters Score -1307322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1307354.875000 Penalty: 4519.912598
	Iteration 49Q: 3 clusters Score -1307355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1307384.625000 Penalty: 4519.912598
	Iteration 50Q: 3 clusters Score -1307385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1307401.000000 Penalty: 4519.912598
	Iteration 51Q: 3 clusters Score -1307401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1307422.875000 Penalty: 4519.912598
	Iteration 52Q: 3 clusters Score -1307423 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1307435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1307451.625000 Penalty: 4519.912598
	Iteration 54Q: 3 clusters Score -1307452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1307468.750000 Penalty: 4519.912598
	Iteration 55Q: 3 clusters Score -1307469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1307487.375000 Penalty: 4519.912598
	Iteration 56Q: 3 clusters Score -1307487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1307501.625000 Penalty: 4519.912598
	Iteration 57Q: 3 clusters Score -1307502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1307518.875000 Penalty: 4519.912598
	Iteration 58Q: 3 clusters Score -1307519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1307533.750000 Penalty: 4519.912598
	Iteration 59Q: 3 clusters Score -1307534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1307546.250000 Penalty: 4519.912598
	Iteration 60F: 3 clusters Score -1307546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1307570.375000 Penalty: 4519.912598
	Iteration 61Q: 3 clusters Score -1307570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1307586.875000 Penalty: 4519.912598
	Iteration 62Q: 3 clusters Score -1307587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1307597.000000 Penalty: 4519.912598
	Iteration 63Q: 3 clusters Score -1307597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1307607.375000 Penalty: 4519.912598
	Iteration 64Q: 3 clusters Score -1307607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1307615.750000 Penalty: 4519.912598
	Iteration 65Q: 3 clusters Score -1307616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1307625.250000 Penalty: 4519.912598
	Iteration 66Q: 3 clusters Score -1307625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1307632.375000 Penalty: 4519.912598
	Iteration 67Q: 3 clusters Score -1307632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1307638.250000 Penalty: 4519.912598
	Iteration 68Q: 3 clusters Score -1307638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1307641.375000 Penalty: 4519.912598
	Iteration 69Q: 3 clusters Score -1307641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1307652.250000 Penalty: 4519.912598
	Iteration 70Q: 3 clusters Score -1307652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1307660.250000 Penalty: 4519.912598
	Iteration 71Q: 3 clusters Score -1307660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1307667.375000 Penalty: 4519.912598
	Iteration 72Q: 3 clusters Score -1307667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1307674.875000 Penalty: 4519.912598
	Iteration 73Q: 3 clusters Score -1307675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1307681.375000 Penalty: 4519.912598
	Iteration 74Q: 3 clusters Score -1307681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1307678.000000 Penalty: 4519.912598
	Iteration 75Q: 3 clusters Score -1307678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1307683.875000 Penalty: 4519.912598
	Iteration 76Q: 3 clusters Score -1307684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1307690.500000 Penalty: 4519.912598
	Iteration 77Q: 3 clusters Score -1307690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1307696.375000 Penalty: 4519.912598
	Iteration 78Q: 3 clusters Score -1307696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1307706.250000 Penalty: 4519.912598
	Iteration 79Q: 3 clusters Score -1307706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1307706.375000 Penalty: 4519.912598
	Iteration 80F: 3 clusters Score -1307706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1307716.500000 Penalty: 4519.912598
	Iteration 81Q: 3 clusters Score -1307716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1307723.375000 Penalty: 4519.912598
	Iteration 82Q: 3 clusters Score -1307723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1307724.500000 Penalty: 4519.912598
	Iteration 83Q: 3 clusters Score -1307724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1307733.375000 Penalty: 4519.912598
	Iteration 84Q: 3 clusters Score -1307733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1307742.750000 Penalty: 4519.912598
	Iteration 85Q: 3 clusters Score -1307743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1307744.875000 Penalty: 4519.912598
	Iteration 86Q: 3 clusters Score -1307745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1307748.250000 Penalty: 4519.912598
	Iteration 87Q: 3 clusters Score -1307748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1307749.875000 Penalty: 4519.912598
	Iteration 88Q: 3 clusters Score -1307750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1307755.750000 Penalty: 4519.912598
	Iteration 89Q: 3 clusters Score -1307756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1307762.375000 Penalty: 4519.912598
	Iteration 90Q: 3 clusters Score -1307762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1307765.500000 Penalty: 4519.912598
	Iteration 91Q: 3 clusters Score -1307766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1307770.500000 Penalty: 4519.912598
	Iteration 92Q: 3 clusters Score -1307770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1307774.000000 Penalty: 4519.912598
	Iteration 93Q: 3 clusters Score -1307774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1307782.125000 Penalty: 4519.912598
	Iteration 94Q: 3 clusters Score -1307782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1307791.375000 Penalty: 4519.912598
	Iteration 95Q: 3 clusters Score -1307791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1307800.250000 Penalty: 4519.912598
	Iteration 96Q: 3 clusters Score -1307800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1307808.000000 Penalty: 4519.912598
	Iteration 97Q: 3 clusters Score -1307808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1307815.500000 Penalty: 4519.912598
	Iteration 98Q: 3 clusters Score -1307816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1307820.750000 Penalty: 4519.912598
	Iteration 99Q: 3 clusters Score -1307821 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1307823.625000 Penalty: 4519.912598
	Iteration 100F: 3 clusters Score -1307824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1307829.875000 Penalty: 4519.912598
	Iteration 101Q: 3 clusters Score -1307830 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1307833.625000 Penalty: 4519.912598
	Iteration 102Q: 3 clusters Score -1307834 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1307843.375000 Penalty: 4519.912598
	Iteration 103Q: 3 clusters Score -1307843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1307848.000000 Penalty: 4519.912598
	Iteration 104Q: 3 clusters Score -1307848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1307853.875000 Penalty: 4519.912598
	Iteration 105Q: 3 clusters Score -1307854 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1307859.875000 Penalty: 4519.912598
	Iteration 106Q: 3 clusters Score -1307860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1307862.375000 Penalty: 4519.912598
	Iteration 107Q: 3 clusters Score -1307862 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1307864.250000 Penalty: 4519.912598
	Iteration 108Q: 3 clusters Score -1307864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1307874.875000 Penalty: 4519.912598
	Iteration 109Q: 3 clusters Score -1307875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1307880.875000 Penalty: 4519.912598
	Iteration 110Q: 3 clusters Score -1307881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1307889.500000 Penalty: 4519.912598
	Iteration 111Q: 3 clusters Score -1307890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1307899.125000 Penalty: 4519.912598
	Iteration 112Q: 3 clusters Score -1307899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1307903.375000 Penalty: 4519.912598
	Iteration 113Q: 3 clusters Score -1307903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1307907.875000 Penalty: 4519.912598
	Iteration 114Q: 3 clusters Score -1307908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1307910.500000 Penalty: 4519.912598
	Iteration 115Q: 3 clusters Score -1307910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1307915.250000 Penalty: 4519.912598
	Iteration 116Q: 3 clusters Score -1307915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1307918.000000 Penalty: 4519.912598
	Iteration 117Q: 3 clusters Score -1307918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1307919.875000 Penalty: 4519.912598
	Iteration 118Q: 3 clusters Score -1307920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1307919.500000 Penalty: 4519.912598
	Iteration 119Q: 3 clusters Score -1307920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1307922.875000 Penalty: 4519.912598
	Iteration 120F: 3 clusters Score -1307923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1307922.125000 Penalty: 4519.912598
	Iteration 121Q: 3 clusters Score -1307922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1307922.750000 Penalty: 4519.912598
	Iteration 122Q: 3 clusters Score -1307923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1307923.250000 Penalty: 4519.912598
	Iteration 123Q: 3 clusters Score -1307923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1307923.250000 Penalty: 4519.912598
	Iteration 124F: 3 clusters Score -1307923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -204826.734375 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -204826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202409.000000 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -202409 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -202881.593750 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -202881.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -203098.062500 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -203098.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -203251.484375 Penalty: 3704.382812
	Iteration 3F: 3 clusters Score -203251.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -203379.750000 Penalty: 3704.382812
	Iteration 4Q: 3 clusters Score -203379.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -203515.609375 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -203515.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -203628.625000 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -203628.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -203738.671875 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -203738.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -203813.390625 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -203813.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203854.093750 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -203854.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203894.078125 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -203894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -203940.234375 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -203940.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -203971.187500 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -203971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -203988.250000 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -203988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -204002.265625 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -204002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -204009.937500 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -204009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -204014.593750 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -204014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -204017.703125 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -204017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -204020.625000 Penalty: 3704.382812
	Iteration 18Q: 3 clusters Score -204020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -204021.265625 Penalty: 3704.382812
	Iteration 19Q: 3 clusters Score -204021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -204021.859375 Penalty: 3704.382812
	Iteration 20F: 3 clusters Score -204021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (196136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196136 members 
Entering Unmasked Estep 
Score: -29313872.000000 Penalty: 3022.267822
	Iteration 0F: 2 clusters Score -2.931387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -29185126.000000 Penalty: 6044.535645
	Iteration 0F: 3 clusters Score -2.918513e+07 nChanged 93942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -29240050.000000 Penalty: 6044.535645
	Iteration 1F: 3 clusters Score -2.924005e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -29241636.000000 Penalty: 6044.535645
	Iteration 2Q: 3 clusters Score -2.924164e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115121 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -29244304.000000 Penalty: 6044.535645
	Iteration 3Q: 3 clusters Score -2.92443e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -29249324.000000 Penalty: 6044.535645
	Iteration 4F: 3 clusters Score -2.924932e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138858 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -29258382.000000 Penalty: 6044.535645
	Iteration 5F: 3 clusters Score -2.925838e+07 nChanged 17613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -29272630.000000 Penalty: 6044.535645
	Iteration 6F: 3 clusters Score -2.927263e+07 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -29289974.000000 Penalty: 6044.535645
	Iteration 7F: 3 clusters Score -2.928997e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -29303048.000000 Penalty: 6044.535645
	Iteration 8F: 3 clusters Score -2.930305e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193532 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -29308546.000000 Penalty: 6044.535645
	Iteration 9Q: 3 clusters Score -2.930855e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195365 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -29310370.000000 Penalty: 6044.535645
	Iteration 10Q: 3 clusters Score -2.931037e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195793 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29310872.000000 Penalty: 6044.535645
	Iteration 11Q: 3 clusters Score -2.931087e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195881 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29310968.000000 Penalty: 6044.535645
	Iteration 12Q: 3 clusters Score -2.931097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195911 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29311026.000000 Penalty: 6044.535645
	Iteration 13Q: 3 clusters Score -2.931103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29311074.000000 Penalty: 6044.535645
	Iteration 14Q: 3 clusters Score -2.931107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195930 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29311106.000000 Penalty: 6044.535645
	Iteration 15Q: 3 clusters Score -2.931111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195935 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29311106.000000 Penalty: 6044.535645
	Iteration 16Q: 3 clusters Score -2.931111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195934 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29311138.000000 Penalty: 6044.535645
	Iteration 17Q: 3 clusters Score -2.931114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195933 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29311130.000000 Penalty: 6044.535645
	Iteration 18Q: 3 clusters Score -2.931113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195932 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29311140.000000 Penalty: 6044.535645
	Iteration 19Q: 3 clusters Score -2.931114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195931 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29311174.000000 Penalty: 6044.535645
	Iteration 20F: 3 clusters Score -2.931117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195930 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29311156.000000 Penalty: 6044.535645
	Iteration 21Q: 3 clusters Score -2.931116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195930 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29311156.000000 Penalty: 6044.535645
	Iteration 22F: 3 clusters Score -2.931116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -214890.187500 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -214890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -212656.562500 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -212656.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -213082.171875 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -213082.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -213207.500000 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -213207.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -213293.062500 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -213293.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -213363.953125 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -213364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -213416.234375 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -213416.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -213470.187500 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -213470.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -213516.281250 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -213516.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -213549.562500 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -213549.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -213580.734375 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -213580.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -213615.375000 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -213615.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -213643.343750 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -213643.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -213657.875000 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -213657.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -213669.218750 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -213669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -213671.265625 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -213671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -213675.015625 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -213675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -213684.015625 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -213684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -213693.875000 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -213693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -213704.984375 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -213705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -213716.828125 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -213716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -213728.437500 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -213728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -213737.500000 Penalty: 3610.542236
	Iteration 21Q: 3 clusters Score -213737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -213742.062500 Penalty: 3610.542236
	Iteration 22Q: 3 clusters Score -213742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -213746.375000 Penalty: 3610.542236
	Iteration 23Q: 3 clusters Score -213746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -213749.406250 Penalty: 3610.542236
	Iteration 24Q: 3 clusters Score -213749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -213752.718750 Penalty: 3610.542236
	Iteration 25Q: 3 clusters Score -213752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -213754.515625 Penalty: 3610.542236
	Iteration 26Q: 3 clusters Score -213754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -213754.515625 Penalty: 3610.542236
	Iteration 27F: 3 clusters Score -213754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -38130.000000 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -38130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36981.625000 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -36981.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37219.828125 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -37219.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37307.320312 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -37307.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37374.648438 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -37374.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37434.890625 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -37434.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37473.945312 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -37473.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37531.773438 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -37531.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37554.230469 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -37554.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37554.230469 Penalty: 2850.116943
	Iteration 8F: 3 clusters Score -37554.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Entering Unmasked Estep 
Score: -3222619.750000 Penalty: 2495.583984
	Iteration 0F: 2 clusters Score -3222620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3206292.250000 Penalty: 4991.167969
	Iteration 0F: 3 clusters Score -3206292 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3212054.250000 Penalty: 4991.167969
	Iteration 1F: 3 clusters Score -3212054 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3212646.000000 Penalty: 4991.167969
	Iteration 2F: 3 clusters Score -3212646 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3213221.750000 Penalty: 4991.167969
	Iteration 3F: 3 clusters Score -3213222 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3213828.500000 Penalty: 4991.167969
	Iteration 4F: 3 clusters Score -3213828 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3214436.000000 Penalty: 4991.167969
	Iteration 5F: 3 clusters Score -3214436 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3215070.750000 Penalty: 4991.167969
	Iteration 6Q: 3 clusters Score -3215071 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3215786.750000 Penalty: 4991.167969
	Iteration 7F: 3 clusters Score -3215787 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3216593.000000 Penalty: 4991.167969
	Iteration 8Q: 3 clusters Score -3216593 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3217314.500000 Penalty: 4991.167969
	Iteration 9Q: 3 clusters Score -3217314 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3217876.750000 Penalty: 4991.167969
	Iteration 10Q: 3 clusters Score -3217877 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3218301.000000 Penalty: 4991.167969
	Iteration 11Q: 3 clusters Score -3218301 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3218569.500000 Penalty: 4991.167969
	Iteration 12Q: 3 clusters Score -3218570 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3218773.250000 Penalty: 4991.167969
	Iteration 13Q: 3 clusters Score -3218773 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3218921.500000 Penalty: 4991.167969
	Iteration 14Q: 3 clusters Score -3218922 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3219018.750000 Penalty: 4991.167969
	Iteration 15Q: 3 clusters Score -3219019 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3219103.750000 Penalty: 4991.167969
	Iteration 16Q: 3 clusters Score -3219104 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3219179.250000 Penalty: 4991.167969
	Iteration 17Q: 3 clusters Score -3219179 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3219256.750000 Penalty: 4991.167969
	Iteration 18Q: 3 clusters Score -3219257 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3219325.250000 Penalty: 4991.167969
	Iteration 19Q: 3 clusters Score -3219325 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3219394.000000 Penalty: 4991.167969
	Iteration 20F: 3 clusters Score -3219394 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3219460.250000 Penalty: 4991.167969
	Iteration 21Q: 3 clusters Score -3219460 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3219539.000000 Penalty: 4991.167969
	Iteration 22Q: 3 clusters Score -3219539 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3219593.500000 Penalty: 4991.167969
	Iteration 23Q: 3 clusters Score -3219594 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3219665.500000 Penalty: 4991.167969
	Iteration 24Q: 3 clusters Score -3219666 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3219700.250000 Penalty: 4991.167969
	Iteration 25Q: 3 clusters Score -3219700 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3219757.500000 Penalty: 4991.167969
	Iteration 26Q: 3 clusters Score -3219758 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3219808.250000 Penalty: 4991.167969
	Iteration 27Q: 3 clusters Score -3219808 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3219860.000000 Penalty: 4991.167969
	Iteration 28Q: 3 clusters Score -3219860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3219919.000000 Penalty: 4991.167969
	Iteration 29Q: 3 clusters Score -3219919 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3219982.000000 Penalty: 4991.167969
	Iteration 30Q: 3 clusters Score -3219982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3220029.000000 Penalty: 4991.167969
	Iteration 31Q: 3 clusters Score -3220029 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3220099.250000 Penalty: 4991.167969
	Iteration 32Q: 3 clusters Score -3220099 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3220156.750000 Penalty: 4991.167969
	Iteration 33Q: 3 clusters Score -3220157 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3220218.500000 Penalty: 4991.167969
	Iteration 34Q: 3 clusters Score -3220218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3220267.750000 Penalty: 4991.167969
	Iteration 35Q: 3 clusters Score -3220268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3220338.000000 Penalty: 4991.167969
	Iteration 36Q: 3 clusters Score -3220338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3220395.500000 Penalty: 4991.167969
	Iteration 37Q: 3 clusters Score -3220396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3220447.500000 Penalty: 4991.167969
	Iteration 38Q: 3 clusters Score -3220448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3220496.500000 Penalty: 4991.167969
	Iteration 39Q: 3 clusters Score -3220496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3220521.250000 Penalty: 4991.167969
	Iteration 40F: 3 clusters Score -3220521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3220544.500000 Penalty: 4991.167969
	Iteration 41Q: 3 clusters Score -3220544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3220565.250000 Penalty: 4991.167969
	Iteration 42Q: 3 clusters Score -3220565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3220578.000000 Penalty: 4991.167969
	Iteration 43Q: 3 clusters Score -3220578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3220590.750000 Penalty: 4991.167969
	Iteration 44Q: 3 clusters Score -3220591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3220596.250000 Penalty: 4991.167969
	Iteration 45Q: 3 clusters Score -3220596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3220595.250000 Penalty: 4991.167969
	Iteration 46Q: 3 clusters Score -3220595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3220603.000000 Penalty: 4991.167969
	Iteration 47Q: 3 clusters Score -3220603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3220604.250000 Penalty: 4991.167969
	Iteration 48Q: 3 clusters Score -3220604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3220616.750000 Penalty: 4991.167969
	Iteration 49Q: 3 clusters Score -3220617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3220621.000000 Penalty: 4991.167969
	Iteration 50Q: 3 clusters Score -3220621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3220630.000000 Penalty: 4991.167969
	Iteration 51Q: 3 clusters Score -3220630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3220650.250000 Penalty: 4991.167969
	Iteration 52Q: 3 clusters Score -3220650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3220649.250000 Penalty: 4991.167969
	Iteration 53Q: 3 clusters Score -3220649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3220658.000000 Penalty: 4991.167969
	Iteration 54Q: 3 clusters Score -3220658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3220662.250000 Penalty: 4991.167969
	Iteration 55Q: 3 clusters Score -3220662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3220658.500000 Penalty: 4991.167969
	Iteration 56Q: 3 clusters Score -3220658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3220657.750000 Penalty: 4991.167969
	Iteration 57Q: 3 clusters Score -3220658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3220661.500000 Penalty: 4991.167969
	Iteration 58Q: 3 clusters Score -3220662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3220665.250000 Penalty: 4991.167969
	Iteration 59Q: 3 clusters Score -3220665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3220666.750000 Penalty: 4991.167969
	Iteration 60F: 3 clusters Score -3220667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3220669.750000 Penalty: 4991.167969
	Iteration 61Q: 3 clusters Score -3220670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3220671.250000 Penalty: 4991.167969
	Iteration 62Q: 3 clusters Score -3220671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3220672.500000 Penalty: 4991.167969
	Iteration 63Q: 3 clusters Score -3220672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3220677.250000 Penalty: 4991.167969
	Iteration 64Q: 3 clusters Score -3220677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3220672.750000 Penalty: 4991.167969
	Iteration 65Q: 3 clusters Score -3220673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3220674.500000 Penalty: 4991.167969
	Iteration 66Q: 3 clusters Score -3220674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3220676.500000 Penalty: 4991.167969
	Iteration 67Q: 3 clusters Score -3220676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3220674.250000 Penalty: 4991.167969
	Iteration 68Q: 3 clusters Score -3220674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3220672.000000 Penalty: 4991.167969
	Iteration 69Q: 3 clusters Score -3220672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3220675.000000 Penalty: 4991.167969
	Iteration 70Q: 3 clusters Score -3220675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3220675.000000 Penalty: 4991.167969
	Iteration 71Q: 3 clusters Score -3220675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3220675.000000 Penalty: 4991.167969
	Iteration 72F: 3 clusters Score -3220675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -1135897.250000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -1135897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1129622.750000 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -1129623 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1131299.375000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -1131299 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1131561.000000 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -1131561 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1131750.500000 Penalty: 4441.261719
	Iteration 3Q: 3 clusters Score -1131750 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1131895.500000 Penalty: 4441.261719
	Iteration 4Q: 3 clusters Score -1131896 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1132027.250000 Penalty: 4441.261719
	Iteration 5Q: 3 clusters Score -1132027 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1132143.500000 Penalty: 4441.261719
	Iteration 6Q: 3 clusters Score -1132144 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1132263.250000 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -1132263 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1132387.625000 Penalty: 4441.261719
	Iteration 8Q: 3 clusters Score -1132388 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1132506.750000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -1132507 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1132627.500000 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -1132628 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1132728.500000 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -1132728 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1132833.875000 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -1132834 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1132933.000000 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -1132933 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1133019.500000 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -1133020 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1133097.375000 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -1133097 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1133182.625000 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -1133183 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1133277.500000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -1133278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1133374.000000 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -1133374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1133447.875000 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -1133448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1133512.125000 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -1133512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1133582.375000 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -1133582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1133637.125000 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -1133637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1133693.250000 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -1133693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1133742.500000 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -1133742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1133779.625000 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -1133780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1133824.125000 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -1133824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1133861.125000 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -1133861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1133886.875000 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -1133887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1133899.750000 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -1133900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1133910.750000 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -1133911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1133921.875000 Penalty: 4441.261719
	Iteration 31Q: 3 clusters Score -1133922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1133933.375000 Penalty: 4441.261719
	Iteration 32Q: 3 clusters Score -1133933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1133943.375000 Penalty: 4441.261719
	Iteration 33Q: 3 clusters Score -1133943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1133949.250000 Penalty: 4441.261719
	Iteration 34Q: 3 clusters Score -1133949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1133953.250000 Penalty: 4441.261719
	Iteration 35Q: 3 clusters Score -1133953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1133959.250000 Penalty: 4441.261719
	Iteration 36Q: 3 clusters Score -1133959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1133968.375000 Penalty: 4441.261719
	Iteration 37Q: 3 clusters Score -1133968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1133977.125000 Penalty: 4441.261719
	Iteration 38Q: 3 clusters Score -1133977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1133981.000000 Penalty: 4441.261719
	Iteration 39Q: 3 clusters Score -1133981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1133981.250000 Penalty: 4441.261719
	Iteration 40F: 3 clusters Score -1133981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Entering Unmasked Estep 
Score: -2050653.375000 Penalty: 2366.419678
	Iteration 0F: 2 clusters Score -2050653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2040446.375000 Penalty: 4732.839355
	Iteration 0F: 3 clusters Score -2040446 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2043618.125000 Penalty: 4732.839355
	Iteration 1F: 3 clusters Score -2043618 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2043939.000000 Penalty: 4732.839355
	Iteration 2F: 3 clusters Score -2043939 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2044156.875000 Penalty: 4732.839355
	Iteration 3Q: 3 clusters Score -2044157 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2044359.625000 Penalty: 4732.839355
	Iteration 4Q: 3 clusters Score -2044360 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2044549.500000 Penalty: 4732.839355
	Iteration 5Q: 3 clusters Score -2044550 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2044732.750000 Penalty: 4732.839355
	Iteration 6Q: 3 clusters Score -2044733 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2044924.250000 Penalty: 4732.839355
	Iteration 7Q: 3 clusters Score -2044924 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2045097.750000 Penalty: 4732.839355
	Iteration 8Q: 3 clusters Score -2045098 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2045261.125000 Penalty: 4732.839355
	Iteration 9Q: 3 clusters Score -2045261 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2045413.500000 Penalty: 4732.839355
	Iteration 10Q: 3 clusters Score -2045414 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2045554.250000 Penalty: 4732.839355
	Iteration 11Q: 3 clusters Score -2045554 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2045731.875000 Penalty: 4732.839355
	Iteration 12Q: 3 clusters Score -2045732 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2045955.750000 Penalty: 4732.839355
	Iteration 13Q: 3 clusters Score -2045956 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2046225.250000 Penalty: 4732.839355
	Iteration 14Q: 3 clusters Score -2046225 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2046503.500000 Penalty: 4732.839355
	Iteration 15Q: 3 clusters Score -2046504 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2046810.125000 Penalty: 4732.839355
	Iteration 16Q: 3 clusters Score -2046810 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2047100.125000 Penalty: 4732.839355
	Iteration 17Q: 3 clusters Score -2047100 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2047398.375000 Penalty: 4732.839355
	Iteration 18Q: 3 clusters Score -2047398 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2047670.500000 Penalty: 4732.839355
	Iteration 19Q: 3 clusters Score -2047670 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2047915.875000 Penalty: 4732.839355
	Iteration 20F: 3 clusters Score -2047916 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2048119.750000 Penalty: 4732.839355
	Iteration 21Q: 3 clusters Score -2048120 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2048272.125000 Penalty: 4732.839355
	Iteration 22Q: 3 clusters Score -2048272 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2048364.375000 Penalty: 4732.839355
	Iteration 23Q: 3 clusters Score -2048364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2048429.375000 Penalty: 4732.839355
	Iteration 24Q: 3 clusters Score -2048429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2048467.500000 Penalty: 4732.839355
	Iteration 25Q: 3 clusters Score -2048468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2048497.875000 Penalty: 4732.839355
	Iteration 26Q: 3 clusters Score -2048498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2048525.000000 Penalty: 4732.839355
	Iteration 27Q: 3 clusters Score -2048525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2048546.625000 Penalty: 4732.839355
	Iteration 28Q: 3 clusters Score -2048547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2048560.125000 Penalty: 4732.839355
	Iteration 29Q: 3 clusters Score -2048560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2048563.500000 Penalty: 4732.839355
	Iteration 30Q: 3 clusters Score -2048564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2048572.375000 Penalty: 4732.839355
	Iteration 31Q: 3 clusters Score -2048572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2048590.500000 Penalty: 4732.839355
	Iteration 32Q: 3 clusters Score -2048590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2048599.375000 Penalty: 4732.839355
	Iteration 33Q: 3 clusters Score -2048599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2048601.000000 Penalty: 4732.839355
	Iteration 34Q: 3 clusters Score -2048601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2048605.375000 Penalty: 4732.839355
	Iteration 35Q: 3 clusters Score -2048605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2048609.250000 Penalty: 4732.839355
	Iteration 36Q: 3 clusters Score -2048609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2048613.750000 Penalty: 4732.839355
	Iteration 37Q: 3 clusters Score -2048614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2048616.500000 Penalty: 4732.839355
	Iteration 38Q: 3 clusters Score -2048616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2048617.625000 Penalty: 4732.839355
	Iteration 39Q: 3 clusters Score -2048618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2048625.375000 Penalty: 4732.839355
	Iteration 40F: 3 clusters Score -2048625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2048630.125000 Penalty: 4732.839355
	Iteration 41Q: 3 clusters Score -2048630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2048635.125000 Penalty: 4732.839355
	Iteration 42Q: 3 clusters Score -2048635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2048640.000000 Penalty: 4732.839355
	Iteration 43Q: 3 clusters Score -2048640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2048640.750000 Penalty: 4732.839355
	Iteration 44Q: 3 clusters Score -2048641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2048641.250000 Penalty: 4732.839355
	Iteration 45Q: 3 clusters Score -2048641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2048642.500000 Penalty: 4732.839355
	Iteration 46Q: 3 clusters Score -2048642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2048642.500000 Penalty: 4732.839355
	Iteration 47F: 3 clusters Score -2048642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -137907.562500 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -137907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136034.718750 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -136034.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136373.390625 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -136373.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -136486.062500 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -136486.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -136531.890625 Penalty: 3413.179932
	Iteration 3Q: 3 clusters Score -136531.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -136571.343750 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -136571.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -136612.531250 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -136612.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -136638.578125 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -136638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -136647.312500 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -136647.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -136657.437500 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -136657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136664.484375 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -136664.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -136684.359375 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -136684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -136697.734375 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -136697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -136710.000000 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -136710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -136721.531250 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -136721.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -136732.953125 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -136733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -136741.500000 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -136741.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -136756.250000 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -136756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -136759.109375 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -136759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136761.453125 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -136761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136761.453125 Penalty: 3413.179932
	Iteration 19F: 3 clusters Score -136761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Entering Unmasked Estep 
Score: -3560025.000000 Penalty: 2516.811035
	Iteration 0F: 2 clusters Score -3560025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3542352.250000 Penalty: 5033.622070
	Iteration 0F: 3 clusters Score -3542352 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3548837.500000 Penalty: 5033.622070
	Iteration 1F: 3 clusters Score -3548838 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3549633.250000 Penalty: 5033.622070
	Iteration 2F: 3 clusters Score -3549633 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3550527.250000 Penalty: 5033.622070
	Iteration 3F: 3 clusters Score -3550527 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3551480.500000 Penalty: 5033.622070
	Iteration 4F: 3 clusters Score -3551480 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3552507.250000 Penalty: 5033.622070
	Iteration 5F: 3 clusters Score -3552507 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3553372.000000 Penalty: 5033.622070
	Iteration 6F: 3 clusters Score -3553372 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3554064.000000 Penalty: 5033.622070
	Iteration 7Q: 3 clusters Score -3554064 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3554596.750000 Penalty: 5033.622070
	Iteration 8Q: 3 clusters Score -3554597 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3554997.000000 Penalty: 5033.622070
	Iteration 9Q: 3 clusters Score -3554997 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3555272.500000 Penalty: 5033.622070
	Iteration 10Q: 3 clusters Score -3555272 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3555476.000000 Penalty: 5033.622070
	Iteration 11Q: 3 clusters Score -3555476 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3555610.000000 Penalty: 5033.622070
	Iteration 12Q: 3 clusters Score -3555610 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3555708.500000 Penalty: 5033.622070
	Iteration 13Q: 3 clusters Score -3555708 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3555805.250000 Penalty: 5033.622070
	Iteration 14Q: 3 clusters Score -3555805 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3555871.250000 Penalty: 5033.622070
	Iteration 15Q: 3 clusters Score -3555871 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3555923.750000 Penalty: 5033.622070
	Iteration 16Q: 3 clusters Score -3555924 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3555972.500000 Penalty: 5033.622070
	Iteration 17Q: 3 clusters Score -3555972 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3556014.500000 Penalty: 5033.622070
	Iteration 18Q: 3 clusters Score -3556014 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3556044.250000 Penalty: 5033.622070
	Iteration 19Q: 3 clusters Score -3556044 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3556051.500000 Penalty: 5033.622070
	Iteration 20F: 3 clusters Score -3556052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3556079.500000 Penalty: 5033.622070
	Iteration 21Q: 3 clusters Score -3556080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3556085.500000 Penalty: 5033.622070
	Iteration 22Q: 3 clusters Score -3556086 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3556110.750000 Penalty: 5033.622070
	Iteration 23Q: 3 clusters Score -3556111 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3556123.750000 Penalty: 5033.622070
	Iteration 24Q: 3 clusters Score -3556124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3556144.750000 Penalty: 5033.622070
	Iteration 25Q: 3 clusters Score -3556145 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3556165.000000 Penalty: 5033.622070
	Iteration 26Q: 3 clusters Score -3556165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3556173.500000 Penalty: 5033.622070
	Iteration 27Q: 3 clusters Score -3556174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3556190.750000 Penalty: 5033.622070
	Iteration 28Q: 3 clusters Score -3556191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3556196.750000 Penalty: 5033.622070
	Iteration 29Q: 3 clusters Score -3556197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3556208.250000 Penalty: 5033.622070
	Iteration 30Q: 3 clusters Score -3556208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3556216.000000 Penalty: 5033.622070
	Iteration 31Q: 3 clusters Score -3556216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3556217.250000 Penalty: 5033.622070
	Iteration 32Q: 3 clusters Score -3556217 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3556221.500000 Penalty: 5033.622070
	Iteration 33Q: 3 clusters Score -3556222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3556232.000000 Penalty: 5033.622070
	Iteration 34Q: 3 clusters Score -3556232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3556242.750000 Penalty: 5033.622070
	Iteration 35Q: 3 clusters Score -3556243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3556243.750000 Penalty: 5033.622070
	Iteration 36Q: 3 clusters Score -3556244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3556246.250000 Penalty: 5033.622070
	Iteration 37Q: 3 clusters Score -3556246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3556241.250000 Penalty: 5033.622070
	Iteration 38Q: 3 clusters Score -3556241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3556248.000000 Penalty: 5033.622070
	Iteration 39Q: 3 clusters Score -3556248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3556254.000000 Penalty: 5033.622070
	Iteration 40F: 3 clusters Score -3556254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3556256.250000 Penalty: 5033.622070
	Iteration 41Q: 3 clusters Score -3556256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3556253.750000 Penalty: 5033.622070
	Iteration 42Q: 3 clusters Score -3556254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3556269.250000 Penalty: 5033.622070
	Iteration 43Q: 3 clusters Score -3556269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3556283.500000 Penalty: 5033.622070
	Iteration 44Q: 3 clusters Score -3556284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3556279.500000 Penalty: 5033.622070
	Iteration 45Q: 3 clusters Score -3556280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3556277.500000 Penalty: 5033.622070
	Iteration 46Q: 3 clusters Score -3556278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3556282.500000 Penalty: 5033.622070
	Iteration 47Q: 3 clusters Score -3556282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3556283.750000 Penalty: 5033.622070
	Iteration 48Q: 3 clusters Score -3556284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3556293.750000 Penalty: 5033.622070
	Iteration 49Q: 3 clusters Score -3556294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3556288.500000 Penalty: 5033.622070
	Iteration 50Q: 3 clusters Score -3556288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3556287.250000 Penalty: 5033.622070
	Iteration 51Q: 3 clusters Score -3556287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3556297.000000 Penalty: 5033.622070
	Iteration 52Q: 3 clusters Score -3556297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3556301.500000 Penalty: 5033.622070
	Iteration 53Q: 3 clusters Score -3556302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3556291.500000 Penalty: 5033.622070
	Iteration 54Q: 3 clusters Score -3556292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3556301.500000 Penalty: 5033.622070
	Iteration 55Q: 3 clusters Score -3556302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3556309.500000 Penalty: 5033.622070
	Iteration 56Q: 3 clusters Score -3556310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3556327.500000 Penalty: 5033.622070
	Iteration 57Q: 3 clusters Score -3556328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3556335.500000 Penalty: 5033.622070
	Iteration 58Q: 3 clusters Score -3556336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3556326.750000 Penalty: 5033.622070
	Iteration 59Q: 3 clusters Score -3556327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3556339.750000 Penalty: 5033.622070
	Iteration 60F: 3 clusters Score -3556340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3556346.500000 Penalty: 5033.622070
	Iteration 61Q: 3 clusters Score -3556346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3556354.250000 Penalty: 5033.622070
	Iteration 62Q: 3 clusters Score -3556354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3556374.750000 Penalty: 5033.622070
	Iteration 63Q: 3 clusters Score -3556375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3556385.500000 Penalty: 5033.622070
	Iteration 64Q: 3 clusters Score -3556386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3556395.750000 Penalty: 5033.622070
	Iteration 65Q: 3 clusters Score -3556396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3556397.500000 Penalty: 5033.622070
	Iteration 66Q: 3 clusters Score -3556398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3556403.000000 Penalty: 5033.622070
	Iteration 67Q: 3 clusters Score -3556403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3556411.250000 Penalty: 5033.622070
	Iteration 68Q: 3 clusters Score -3556411 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3556428.500000 Penalty: 5033.622070
	Iteration 69Q: 3 clusters Score -3556428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3556433.000000 Penalty: 5033.622070
	Iteration 70Q: 3 clusters Score -3556433 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3556445.500000 Penalty: 5033.622070
	Iteration 71Q: 3 clusters Score -3556446 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3556450.500000 Penalty: 5033.622070
	Iteration 72Q: 3 clusters Score -3556450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3556470.000000 Penalty: 5033.622070
	Iteration 73Q: 3 clusters Score -3556470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3556471.000000 Penalty: 5033.622070
	Iteration 74Q: 3 clusters Score -3556471 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3556490.500000 Penalty: 5033.622070
	Iteration 75Q: 3 clusters Score -3556490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3556498.250000 Penalty: 5033.622070
	Iteration 76Q: 3 clusters Score -3556498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3556502.750000 Penalty: 5033.622070
	Iteration 77Q: 3 clusters Score -3556503 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3556520.500000 Penalty: 5033.622070
	Iteration 78Q: 3 clusters Score -3556520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3556541.000000 Penalty: 5033.622070
	Iteration 79Q: 3 clusters Score -3556541 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3556568.000000 Penalty: 5033.622070
	Iteration 80F: 3 clusters Score -3556568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3556581.500000 Penalty: 5033.622070
	Iteration 81Q: 3 clusters Score -3556582 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3556597.500000 Penalty: 5033.622070
	Iteration 82Q: 3 clusters Score -3556598 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3556602.000000 Penalty: 5033.622070
	Iteration 83Q: 3 clusters Score -3556602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3556640.250000 Penalty: 5033.622070
	Iteration 84Q: 3 clusters Score -3556640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3556670.000000 Penalty: 5033.622070
	Iteration 85Q: 3 clusters Score -3556670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3556681.000000 Penalty: 5033.622070
	Iteration 86Q: 3 clusters Score -3556681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3556684.000000 Penalty: 5033.622070
	Iteration 87Q: 3 clusters Score -3556684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3556693.500000 Penalty: 5033.622070
	Iteration 88Q: 3 clusters Score -3556694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3556707.250000 Penalty: 5033.622070
	Iteration 89Q: 3 clusters Score -3556707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3556729.000000 Penalty: 5033.622070
	Iteration 90Q: 3 clusters Score -3556729 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3556743.250000 Penalty: 5033.622070
	Iteration 91Q: 3 clusters Score -3556743 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3556753.250000 Penalty: 5033.622070
	Iteration 92Q: 3 clusters Score -3556753 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3556767.250000 Penalty: 5033.622070
	Iteration 93Q: 3 clusters Score -3556767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3556785.500000 Penalty: 5033.622070
	Iteration 94Q: 3 clusters Score -3556786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3556800.750000 Penalty: 5033.622070
	Iteration 95Q: 3 clusters Score -3556801 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3556807.500000 Penalty: 5033.622070
	Iteration 96Q: 3 clusters Score -3556808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3556840.750000 Penalty: 5033.622070
	Iteration 97Q: 3 clusters Score -3556841 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3556859.250000 Penalty: 5033.622070
	Iteration 98Q: 3 clusters Score -3556859 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3556888.750000 Penalty: 5033.622070
	Iteration 99Q: 3 clusters Score -3556889 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3556914.250000 Penalty: 5033.622070
	Iteration 100F: 3 clusters Score -3556914 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3556930.000000 Penalty: 5033.622070
	Iteration 101Q: 3 clusters Score -3556930 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3556958.250000 Penalty: 5033.622070
	Iteration 102Q: 3 clusters Score -3556958 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3556990.000000 Penalty: 5033.622070
	Iteration 103Q: 3 clusters Score -3556990 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3557013.250000 Penalty: 5033.622070
	Iteration 104Q: 3 clusters Score -3557013 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3557051.500000 Penalty: 5033.622070
	Iteration 105Q: 3 clusters Score -3557052 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3557094.000000 Penalty: 5033.622070
	Iteration 106Q: 3 clusters Score -3557094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3557145.000000 Penalty: 5033.622070
	Iteration 107Q: 3 clusters Score -3557145 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3557184.000000 Penalty: 5033.622070
	Iteration 108Q: 3 clusters Score -3557184 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3557230.750000 Penalty: 5033.622070
	Iteration 109Q: 3 clusters Score -3557231 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3557283.250000 Penalty: 5033.622070
	Iteration 110Q: 3 clusters Score -3557283 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3557305.000000 Penalty: 5033.622070
	Iteration 111Q: 3 clusters Score -3557305 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3557343.250000 Penalty: 5033.622070
	Iteration 112Q: 3 clusters Score -3557343 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3557383.000000 Penalty: 5033.622070
	Iteration 113Q: 3 clusters Score -3557383 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3557424.000000 Penalty: 5033.622070
	Iteration 114Q: 3 clusters Score -3557424 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3557458.750000 Penalty: 5033.622070
	Iteration 115Q: 3 clusters Score -3557459 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3557492.500000 Penalty: 5033.622070
	Iteration 116Q: 3 clusters Score -3557492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3557521.000000 Penalty: 5033.622070
	Iteration 117Q: 3 clusters Score -3557521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3557559.000000 Penalty: 5033.622070
	Iteration 118Q: 3 clusters Score -3557559 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3557592.500000 Penalty: 5033.622070
	Iteration 119Q: 3 clusters Score -3557592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3557618.000000 Penalty: 5033.622070
	Iteration 120F: 3 clusters Score -3557618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3557646.000000 Penalty: 5033.622070
	Iteration 121Q: 3 clusters Score -3557646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3557678.750000 Penalty: 5033.622070
	Iteration 122Q: 3 clusters Score -3557679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3557706.750000 Penalty: 5033.622070
	Iteration 123Q: 3 clusters Score -3557707 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3557724.750000 Penalty: 5033.622070
	Iteration 124Q: 3 clusters Score -3557725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3557739.250000 Penalty: 5033.622070
	Iteration 125Q: 3 clusters Score -3557739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3557767.250000 Penalty: 5033.622070
	Iteration 126Q: 3 clusters Score -3557767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3557797.000000 Penalty: 5033.622070
	Iteration 127Q: 3 clusters Score -3557797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3557813.000000 Penalty: 5033.622070
	Iteration 128Q: 3 clusters Score -3557813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3557831.250000 Penalty: 5033.622070
	Iteration 129Q: 3 clusters Score -3557831 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3557866.250000 Penalty: 5033.622070
	Iteration 130Q: 3 clusters Score -3557866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3557884.750000 Penalty: 5033.622070
	Iteration 131Q: 3 clusters Score -3557885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3557905.000000 Penalty: 5033.622070
	Iteration 132Q: 3 clusters Score -3557905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3557928.500000 Penalty: 5033.622070
	Iteration 133Q: 3 clusters Score -3557928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3557966.750000 Penalty: 5033.622070
	Iteration 134Q: 3 clusters Score -3557967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3557971.750000 Penalty: 5033.622070
	Iteration 135Q: 3 clusters Score -3557972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3557990.000000 Penalty: 5033.622070
	Iteration 136Q: 3 clusters Score -3557990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3558005.250000 Penalty: 5033.622070
	Iteration 137Q: 3 clusters Score -3558005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3558048.250000 Penalty: 5033.622070
	Iteration 138Q: 3 clusters Score -3558048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3558076.500000 Penalty: 5033.622070
	Iteration 139Q: 3 clusters Score -3558076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3558109.000000 Penalty: 5033.622070
	Iteration 140F: 3 clusters Score -3558109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3558116.250000 Penalty: 5033.622070
	Iteration 141Q: 3 clusters Score -3558116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3558134.500000 Penalty: 5033.622070
	Iteration 142Q: 3 clusters Score -3558134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3558150.250000 Penalty: 5033.622070
	Iteration 143Q: 3 clusters Score -3558150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3558157.500000 Penalty: 5033.622070
	Iteration 144Q: 3 clusters Score -3558158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3558168.750000 Penalty: 5033.622070
	Iteration 145Q: 3 clusters Score -3558169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3558173.000000 Penalty: 5033.622070
	Iteration 146Q: 3 clusters Score -3558173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3558178.750000 Penalty: 5033.622070
	Iteration 147Q: 3 clusters Score -3558179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3558196.000000 Penalty: 5033.622070
	Iteration 148Q: 3 clusters Score -3558196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3558206.000000 Penalty: 5033.622070
	Iteration 149Q: 3 clusters Score -3558206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3558215.250000 Penalty: 5033.622070
	Iteration 150Q: 3 clusters Score -3558215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3558222.250000 Penalty: 5033.622070
	Iteration 151Q: 3 clusters Score -3558222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3558224.250000 Penalty: 5033.622070
	Iteration 152Q: 3 clusters Score -3558224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3558233.500000 Penalty: 5033.622070
	Iteration 153Q: 3 clusters Score -3558234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3558245.250000 Penalty: 5033.622070
	Iteration 154Q: 3 clusters Score -3558245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3558250.750000 Penalty: 5033.622070
	Iteration 155Q: 3 clusters Score -3558251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3558257.250000 Penalty: 5033.622070
	Iteration 156Q: 3 clusters Score -3558257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3558251.000000 Penalty: 5033.622070
	Iteration 157Q: 3 clusters Score -3558251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3558251.000000 Penalty: 5033.622070
	Iteration 158Q: 3 clusters Score -3558251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3558253.000000 Penalty: 5033.622070
	Iteration 159Q: 3 clusters Score -3558253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3558249.750000 Penalty: 5033.622070
	Iteration 160F: 3 clusters Score -3558250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3558253.250000 Penalty: 5033.622070
	Iteration 161Q: 3 clusters Score -3558253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3558257.000000 Penalty: 5033.622070
	Iteration 162Q: 3 clusters Score -3558257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3558259.000000 Penalty: 5033.622070
	Iteration 163Q: 3 clusters Score -3558259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3558255.250000 Penalty: 5033.622070
	Iteration 164Q: 3 clusters Score -3558255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3558262.250000 Penalty: 5033.622070
	Iteration 165Q: 3 clusters Score -3558262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3558264.250000 Penalty: 5033.622070
	Iteration 166Q: 3 clusters Score -3558264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3558266.500000 Penalty: 5033.622070
	Iteration 167Q: 3 clusters Score -3558266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3558265.250000 Penalty: 5033.622070
	Iteration 168Q: 3 clusters Score -3558265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3558265.250000 Penalty: 5033.622070
	Iteration 169F: 3 clusters Score -3558265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Entering Unmasked Estep 
Score: -1896746.000000 Penalty: 2339.821289
	Iteration 0F: 2 clusters Score -1896746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1887450.125000 Penalty: 4679.642578
	Iteration 0F: 3 clusters Score -1887450 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1890244.250000 Penalty: 4679.642578
	Iteration 1F: 3 clusters Score -1890244 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1890597.125000 Penalty: 4679.642578
	Iteration 2F: 3 clusters Score -1890597 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1890889.500000 Penalty: 4679.642578
	Iteration 3F: 3 clusters Score -1890890 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1891132.250000 Penalty: 4679.642578
	Iteration 4Q: 3 clusters Score -1891132 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1891359.250000 Penalty: 4679.642578
	Iteration 5Q: 3 clusters Score -1891359 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1891596.625000 Penalty: 4679.642578
	Iteration 6Q: 3 clusters Score -1891597 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1891851.500000 Penalty: 4679.642578
	Iteration 7Q: 3 clusters Score -1891852 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1892108.375000 Penalty: 4679.642578
	Iteration 8Q: 3 clusters Score -1892108 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1892414.500000 Penalty: 4679.642578
	Iteration 9Q: 3 clusters Score -1892414 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1892820.375000 Penalty: 4679.642578
	Iteration 10Q: 3 clusters Score -1892820 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1893306.250000 Penalty: 4679.642578
	Iteration 11F: 3 clusters Score -1893306 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1893701.875000 Penalty: 4679.642578
	Iteration 12Q: 3 clusters Score -1893702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1893982.125000 Penalty: 4679.642578
	Iteration 13Q: 3 clusters Score -1893982 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1894108.500000 Penalty: 4679.642578
	Iteration 14Q: 3 clusters Score -1894108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1894185.250000 Penalty: 4679.642578
	Iteration 15Q: 3 clusters Score -1894185 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1894241.625000 Penalty: 4679.642578
	Iteration 16Q: 3 clusters Score -1894242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1894283.250000 Penalty: 4679.642578
	Iteration 17Q: 3 clusters Score -1894283 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1894302.625000 Penalty: 4679.642578
	Iteration 18Q: 3 clusters Score -1894303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1894315.125000 Penalty: 4679.642578
	Iteration 19Q: 3 clusters Score -1894315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1894325.125000 Penalty: 4679.642578
	Iteration 20F: 3 clusters Score -1894325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1894342.625000 Penalty: 4679.642578
	Iteration 21Q: 3 clusters Score -1894343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1894349.000000 Penalty: 4679.642578
	Iteration 22Q: 3 clusters Score -1894349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1894353.000000 Penalty: 4679.642578
	Iteration 23Q: 3 clusters Score -1894353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1894362.125000 Penalty: 4679.642578
	Iteration 24Q: 3 clusters Score -1894362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1894370.875000 Penalty: 4679.642578
	Iteration 25Q: 3 clusters Score -1894371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1894370.750000 Penalty: 4679.642578
	Iteration 26Q: 3 clusters Score -1894371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1894376.625000 Penalty: 4679.642578
	Iteration 27Q: 3 clusters Score -1894377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1894379.000000 Penalty: 4679.642578
	Iteration 28Q: 3 clusters Score -1894379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1894383.000000 Penalty: 4679.642578
	Iteration 29Q: 3 clusters Score -1894383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1894381.875000 Penalty: 4679.642578
	Iteration 30Q: 3 clusters Score -1894382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1894385.125000 Penalty: 4679.642578
	Iteration 31Q: 3 clusters Score -1894385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1894384.875000 Penalty: 4679.642578
	Iteration 32Q: 3 clusters Score -1894385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1894385.000000 Penalty: 4679.642578
	Iteration 33Q: 3 clusters Score -1894385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1894384.125000 Penalty: 4679.642578
	Iteration 34Q: 3 clusters Score -1894384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1894387.375000 Penalty: 4679.642578
	Iteration 35Q: 3 clusters Score -1894387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1894386.125000 Penalty: 4679.642578
	Iteration 36Q: 3 clusters Score -1894386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1894389.625000 Penalty: 4679.642578
	Iteration 37Q: 3 clusters Score -1894390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1894390.375000 Penalty: 4679.642578
	Iteration 38Q: 3 clusters Score -1894390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1894390.250000 Penalty: 4679.642578
	Iteration 39Q: 3 clusters Score -1894390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1894389.125000 Penalty: 4679.642578
	Iteration 40F: 3 clusters Score -1894389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1894391.500000 Penalty: 4679.642578
	Iteration 41Q: 3 clusters Score -1894392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1894390.250000 Penalty: 4679.642578
	Iteration 42Q: 3 clusters Score -1894390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1894389.625000 Penalty: 4679.642578
	Iteration 43Q: 3 clusters Score -1894390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1894389.875000 Penalty: 4679.642578
	Iteration 44Q: 3 clusters Score -1894390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1894389.875000 Penalty: 4679.642578
	Iteration 45F: 3 clusters Score -1894390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -254514.390625 Penalty: 1856.819092
	Iteration 0F: 2 clusters Score -254514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252105.796875 Penalty: 3713.638184
	Iteration 0F: 3 clusters Score -252105.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -252677.796875 Penalty: 3713.638184
	Iteration 1F: 3 clusters Score -252677.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -253081.562500 Penalty: 3713.638184
	Iteration 2F: 3 clusters Score -253081.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -254052.390625 Penalty: 3713.638184
	Iteration 3F: 3 clusters Score -254052.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -254949.656250 Penalty: 3713.638184
	Iteration 4F: 3 clusters Score -254949.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -255351.531250 Penalty: 3713.638184
	Iteration 5F: 3 clusters Score -255351.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -255417.109375 Penalty: 3713.638184
	Iteration 6Q: 3 clusters Score -255417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -255430.875000 Penalty: 3713.638184
	Iteration 7Q: 3 clusters Score -255430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -255434.796875 Penalty: 3713.638184
	Iteration 8Q: 3 clusters Score -255434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -255436.875000 Penalty: 3713.638184
	Iteration 9Q: 3 clusters Score -255436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -255437.500000 Penalty: 3713.638184
	Iteration 10Q: 3 clusters Score -255437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -255437.500000 Penalty: 3713.638184
	Iteration 11F: 3 clusters Score -255437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196136 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23455 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 289 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62674 members 
Mstep: Class 19 contains 6240 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12866 members 
Mstep: Class 22 contains 33365 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148260 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 30 contains 1496 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13107 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95489576.000000 Penalty: 109682.515625
Splitting cluster 14 changes total score from -95490240.000000 to -95489576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -40207.179688 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -40207.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38956.679688 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -38956.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39198.007812 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -39198.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39280.808594 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -39280.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39349.832031 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -39349.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39429.390625 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -39429.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39549.476562 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -39549.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39722.781250 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -39722.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39903.523438 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -39903.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39960.437500 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -39960.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40028.925781 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -40028.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40065.218750 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -40065.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40074.625000 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -40074.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40082.421875 Penalty: 2895.514160
	Iteration 12F: 3 clusters Score -40082.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40144.042969 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -40144.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40213.839844 Penalty: 2895.514160
	Iteration 14Q: 3 clusters Score -40213.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40639.250000 Penalty: 2895.514160
	Iteration 15Q: 3 clusters Score -40639.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40645.898438 Penalty: 2895.514160
	Iteration 16Q: 3 clusters Score -40645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40645.898438 Penalty: 2895.514160
	Iteration 17F: 3 clusters Score -40645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196136 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23455 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 91 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62674 members 
Mstep: Class 19 contains 6240 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12866 members 
Mstep: Class 22 contains 33365 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148260 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 30 contains 252 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13107 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95488792.000000 Penalty: 109682.515625
Splitting cluster 15 changes total score from -95490240.000000 to -95488792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -895275.062500 Penalty: 2167.206299
	Iteration 0F: 2 clusters Score -895275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -889982.625000 Penalty: 4334.412598
	Iteration 0F: 3 clusters Score -889982.6 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -891354.375000 Penalty: 4334.412598
	Iteration 1F: 3 clusters Score -891354.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -891656.125000 Penalty: 4334.412598
	Iteration 2F: 3 clusters Score -891656.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -891938.687500 Penalty: 4334.412598
	Iteration 3F: 3 clusters Score -891938.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -892270.812500 Penalty: 4334.412598
	Iteration 4F: 3 clusters Score -892270.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -892541.250000 Penalty: 4334.412598
	Iteration 5F: 3 clusters Score -892541.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -892798.375000 Penalty: 4334.412598
	Iteration 6Q: 3 clusters Score -892798.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -893129.312500 Penalty: 4334.412598
	Iteration 7Q: 3 clusters Score -893129.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -893496.875000 Penalty: 4334.412598
	Iteration 8Q: 3 clusters Score -893496.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -893812.312500 Penalty: 4334.412598
	Iteration 9Q: 3 clusters Score -893812.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -894025.500000 Penalty: 4334.412598
	Iteration 10Q: 3 clusters Score -894025.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -894172.875000 Penalty: 4334.412598
	Iteration 11Q: 3 clusters Score -894172.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -894264.875000 Penalty: 4334.412598
	Iteration 12Q: 3 clusters Score -894264.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -894327.375000 Penalty: 4334.412598
	Iteration 13Q: 3 clusters Score -894327.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -894366.375000 Penalty: 4334.412598
	Iteration 14Q: 3 clusters Score -894366.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -894387.000000 Penalty: 4334.412598
	Iteration 15Q: 3 clusters Score -894387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -894402.312500 Penalty: 4334.412598
	Iteration 16Q: 3 clusters Score -894402.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -894412.750000 Penalty: 4334.412598
	Iteration 17Q: 3 clusters Score -894412.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -894418.687500 Penalty: 4334.412598
	Iteration 18Q: 3 clusters Score -894418.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -894424.187500 Penalty: 4334.412598
	Iteration 19Q: 3 clusters Score -894424.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -894428.875000 Penalty: 4334.412598
	Iteration 20F: 3 clusters Score -894428.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -894433.000000 Penalty: 4334.412598
	Iteration 21Q: 3 clusters Score -894433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -894437.937500 Penalty: 4334.412598
	Iteration 22Q: 3 clusters Score -894437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -894440.000000 Penalty: 4334.412598
	Iteration 23Q: 3 clusters Score -894440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -894441.625000 Penalty: 4334.412598
	Iteration 24Q: 3 clusters Score -894441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -894442.125000 Penalty: 4334.412598
	Iteration 25Q: 3 clusters Score -894442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -894444.500000 Penalty: 4334.412598
	Iteration 26Q: 3 clusters Score -894444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -894447.875000 Penalty: 4334.412598
	Iteration 27Q: 3 clusters Score -894447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -894450.625000 Penalty: 4334.412598
	Iteration 28Q: 3 clusters Score -894450.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -894453.750000 Penalty: 4334.412598
	Iteration 29Q: 3 clusters Score -894453.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -894457.125000 Penalty: 4334.412598
	Iteration 30Q: 3 clusters Score -894457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -894458.687500 Penalty: 4334.412598
	Iteration 31Q: 3 clusters Score -894458.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -894462.187500 Penalty: 4334.412598
	Iteration 32Q: 3 clusters Score -894462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -894462.000000 Penalty: 4334.412598
	Iteration 33Q: 3 clusters Score -894462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -894466.375000 Penalty: 4334.412598
	Iteration 34Q: 3 clusters Score -894466.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -894469.437500 Penalty: 4334.412598
	Iteration 35Q: 3 clusters Score -894469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -894470.187500 Penalty: 4334.412598
	Iteration 36Q: 3 clusters Score -894470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -894475.250000 Penalty: 4334.412598
	Iteration 37Q: 3 clusters Score -894475.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -894477.562500 Penalty: 4334.412598
	Iteration 38Q: 3 clusters Score -894477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -894484.500000 Penalty: 4334.412598
	Iteration 39Q: 3 clusters Score -894484.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -894489.312500 Penalty: 4334.412598
	Iteration 40F: 3 clusters Score -894489.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -894494.062500 Penalty: 4334.412598
	Iteration 41Q: 3 clusters Score -894494.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -894497.687500 Penalty: 4334.412598
	Iteration 42Q: 3 clusters Score -894497.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -894501.687500 Penalty: 4334.412598
	Iteration 43Q: 3 clusters Score -894501.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -894507.375000 Penalty: 4334.412598
	Iteration 44Q: 3 clusters Score -894507.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -894509.562500 Penalty: 4334.412598
	Iteration 45Q: 3 clusters Score -894509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -894513.812500 Penalty: 4334.412598
	Iteration 46Q: 3 clusters Score -894513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -894515.875000 Penalty: 4334.412598
	Iteration 47Q: 3 clusters Score -894515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -894517.437500 Penalty: 4334.412598
	Iteration 48Q: 3 clusters Score -894517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -894517.625000 Penalty: 4334.412598
	Iteration 49Q: 3 clusters Score -894517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -894520.437500 Penalty: 4334.412598
	Iteration 50Q: 3 clusters Score -894520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -894521.312500 Penalty: 4334.412598
	Iteration 51Q: 3 clusters Score -894521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -894522.187500 Penalty: 4334.412598
	Iteration 52Q: 3 clusters Score -894522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -894523.125000 Penalty: 4334.412598
	Iteration 53Q: 3 clusters Score -894523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -894526.062500 Penalty: 4334.412598
	Iteration 54Q: 3 clusters Score -894526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -894526.625000 Penalty: 4334.412598
	Iteration 55Q: 3 clusters Score -894526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -894528.625000 Penalty: 4334.412598
	Iteration 56Q: 3 clusters Score -894528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -894531.937500 Penalty: 4334.412598
	Iteration 57Q: 3 clusters Score -894531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -894532.312500 Penalty: 4334.412598
	Iteration 58Q: 3 clusters Score -894532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -894536.250000 Penalty: 4334.412598
	Iteration 59Q: 3 clusters Score -894536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -894538.375000 Penalty: 4334.412598
	Iteration 60F: 3 clusters Score -894538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -894540.250000 Penalty: 4334.412598
	Iteration 61Q: 3 clusters Score -894540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -894543.687500 Penalty: 4334.412598
	Iteration 62Q: 3 clusters Score -894543.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -894544.250000 Penalty: 4334.412598
	Iteration 63Q: 3 clusters Score -894544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -894547.000000 Penalty: 4334.412598
	Iteration 64Q: 3 clusters Score -894547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -894551.125000 Penalty: 4334.412598
	Iteration 65Q: 3 clusters Score -894551.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -894553.687500 Penalty: 4334.412598
	Iteration 66Q: 3 clusters Score -894553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -894556.562500 Penalty: 4334.412598
	Iteration 67Q: 3 clusters Score -894556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -894562.625000 Penalty: 4334.412598
	Iteration 68Q: 3 clusters Score -894562.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -894569.000000 Penalty: 4334.412598
	Iteration 69Q: 3 clusters Score -894569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -894572.500000 Penalty: 4334.412598
	Iteration 70Q: 3 clusters Score -894572.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -894576.125000 Penalty: 4334.412598
	Iteration 71Q: 3 clusters Score -894576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -894578.937500 Penalty: 4334.412598
	Iteration 72Q: 3 clusters Score -894578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -894579.750000 Penalty: 4334.412598
	Iteration 73Q: 3 clusters Score -894579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -894581.750000 Penalty: 4334.412598
	Iteration 74Q: 3 clusters Score -894581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -894584.875000 Penalty: 4334.412598
	Iteration 75Q: 3 clusters Score -894584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -894587.687500 Penalty: 4334.412598
	Iteration 76Q: 3 clusters Score -894587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -894588.937500 Penalty: 4334.412598
	Iteration 77Q: 3 clusters Score -894588.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -894590.687500 Penalty: 4334.412598
	Iteration 78Q: 3 clusters Score -894590.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -894592.875000 Penalty: 4334.412598
	Iteration 79Q: 3 clusters Score -894592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -894594.625000 Penalty: 4334.412598
	Iteration 80F: 3 clusters Score -894594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -894596.187500 Penalty: 4334.412598
	Iteration 81Q: 3 clusters Score -894596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -894601.875000 Penalty: 4334.412598
	Iteration 82Q: 3 clusters Score -894601.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -894607.812500 Penalty: 4334.412598
	Iteration 83Q: 3 clusters Score -894607.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -894609.812500 Penalty: 4334.412598
	Iteration 84Q: 3 clusters Score -894609.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -894618.187500 Penalty: 4334.412598
	Iteration 85Q: 3 clusters Score -894618.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -894620.312500 Penalty: 4334.412598
	Iteration 86Q: 3 clusters Score -894620.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -894626.562500 Penalty: 4334.412598
	Iteration 87Q: 3 clusters Score -894626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -894630.000000 Penalty: 4334.412598
	Iteration 88Q: 3 clusters Score -894630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -894633.812500 Penalty: 4334.412598
	Iteration 89Q: 3 clusters Score -894633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -894637.875000 Penalty: 4334.412598
	Iteration 90Q: 3 clusters Score -894637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -894639.062500 Penalty: 4334.412598
	Iteration 91Q: 3 clusters Score -894639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -894640.937500 Penalty: 4334.412598
	Iteration 92Q: 3 clusters Score -894640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -894641.062500 Penalty: 4334.412598
	Iteration 93Q: 3 clusters Score -894641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -894643.375000 Penalty: 4334.412598
	Iteration 94Q: 3 clusters Score -894643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -894646.312500 Penalty: 4334.412598
	Iteration 95Q: 3 clusters Score -894646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -894651.875000 Penalty: 4334.412598
	Iteration 96Q: 3 clusters Score -894651.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -894654.625000 Penalty: 4334.412598
	Iteration 97Q: 3 clusters Score -894654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -894662.312500 Penalty: 4334.412598
	Iteration 98Q: 3 clusters Score -894662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -894669.500000 Penalty: 4334.412598
	Iteration 99Q: 3 clusters Score -894669.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -894678.687500 Penalty: 4334.412598
	Iteration 100F: 3 clusters Score -894678.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -894688.937500 Penalty: 4334.412598
	Iteration 101Q: 3 clusters Score -894688.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -894701.125000 Penalty: 4334.412598
	Iteration 102Q: 3 clusters Score -894701.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -894716.187500 Penalty: 4334.412598
	Iteration 103Q: 3 clusters Score -894716.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -894734.125000 Penalty: 4334.412598
	Iteration 104Q: 3 clusters Score -894734.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -894748.562500 Penalty: 4334.412598
	Iteration 105Q: 3 clusters Score -894748.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -894765.875000 Penalty: 4334.412598
	Iteration 106Q: 3 clusters Score -894765.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -894777.250000 Penalty: 4334.412598
	Iteration 107Q: 3 clusters Score -894777.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -894788.062500 Penalty: 4334.412598
	Iteration 108Q: 3 clusters Score -894788.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -894795.625000 Penalty: 4334.412598
	Iteration 109Q: 3 clusters Score -894795.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -894802.812500 Penalty: 4334.412598
	Iteration 110Q: 3 clusters Score -894802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -894809.312500 Penalty: 4334.412598
	Iteration 111Q: 3 clusters Score -894809.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -894813.500000 Penalty: 4334.412598
	Iteration 112Q: 3 clusters Score -894813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -894818.937500 Penalty: 4334.412598
	Iteration 113Q: 3 clusters Score -894818.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -894820.125000 Penalty: 4334.412598
	Iteration 114Q: 3 clusters Score -894820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -894822.687500 Penalty: 4334.412598
	Iteration 115Q: 3 clusters Score -894822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -894822.000000 Penalty: 4334.412598
	Iteration 116Q: 3 clusters Score -894822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -894822.625000 Penalty: 4334.412598
	Iteration 117Q: 3 clusters Score -894822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -894822.625000 Penalty: 4334.412598
	Iteration 118F: 3 clusters Score -894822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -277396.218750 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -277396.2 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 898 members 
Entering Unmasked Estep 
Score: -274891.468750 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -274891.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -275344.843750 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -275344.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -275465.781250 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -275465.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -275533.500000 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -275533.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -275590.187500 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -275590.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -275637.031250 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -275637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -275672.718750 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -275672.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -275717.062500 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -275717.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -275781.093750 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -275781.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -275861.031250 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -275861 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -275960.312500 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -275960.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -276072.750000 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -276072.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -276164.406250 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -276164.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -276259.468750 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -276259.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -276343.625000 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -276343.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276407.625000 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -276407.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -276454.812500 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -276454.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276501.031250 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -276501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -276532.968750 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -276533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -276554.156250 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -276554.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -276567.531250 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -276567.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -276575.187500 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -276575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -276581.562500 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -276581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -276585.875000 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -276585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -276590.062500 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -276590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -276592.218750 Penalty: 3737.771973
	Iteration 25Q: 3 clusters Score -276592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -276595.281250 Penalty: 3737.771973
	Iteration 26Q: 3 clusters Score -276595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -276597.406250 Penalty: 3737.771973
	Iteration 27Q: 3 clusters Score -276597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -276597.406250 Penalty: 3737.771973
	Iteration 28F: 3 clusters Score -276597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Entering Unmasked Estep 
Score: -9266796.000000 Penalty: 2739.333984
	Iteration 0F: 2 clusters Score -9266796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -9224744.000000 Penalty: 5478.667969
	Iteration 0F: 3 clusters Score -9224744 nChanged 29153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -9241442.000000 Penalty: 5478.667969
	Iteration 1F: 3 clusters Score -9241442 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -9242637.000000 Penalty: 5478.667969
	Iteration 2Q: 3 clusters Score -9242637 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -9243990.000000 Penalty: 5478.667969
	Iteration 3Q: 3 clusters Score -9243990 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -9245523.000000 Penalty: 5478.667969
	Iteration 4F: 3 clusters Score -9245523 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -9247086.000000 Penalty: 5478.667969
	Iteration 5F: 3 clusters Score -9247086 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -9248562.000000 Penalty: 5478.667969
	Iteration 6F: 3 clusters Score -9248562 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -9250050.000000 Penalty: 5478.667969
	Iteration 7F: 3 clusters Score -9250050 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -9251358.000000 Penalty: 5478.667969
	Iteration 8Q: 3 clusters Score -9251358 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -9252724.000000 Penalty: 5478.667969
	Iteration 9Q: 3 clusters Score -9252724 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -9254151.000000 Penalty: 5478.667969
	Iteration 10Q: 3 clusters Score -9254151 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9255771.000000 Penalty: 5478.667969
	Iteration 11Q: 3 clusters Score -9255771 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -9257383.000000 Penalty: 5478.667969
	Iteration 12Q: 3 clusters Score -9257383 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -9259067.000000 Penalty: 5478.667969
	Iteration 13Q: 3 clusters Score -9259067 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -9260637.000000 Penalty: 5478.667969
	Iteration 14Q: 3 clusters Score -9260637 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -9261965.000000 Penalty: 5478.667969
	Iteration 15Q: 3 clusters Score -9261965 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -9262750.000000 Penalty: 5478.667969
	Iteration 16Q: 3 clusters Score -9262750 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -9263357.000000 Penalty: 5478.667969
	Iteration 17Q: 3 clusters Score -9263357 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -9263677.000000 Penalty: 5478.667969
	Iteration 18Q: 3 clusters Score -9263677 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -9263873.000000 Penalty: 5478.667969
	Iteration 19Q: 3 clusters Score -9263873 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -9264078.000000 Penalty: 5478.667969
	Iteration 20F: 3 clusters Score -9264078 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -9264171.000000 Penalty: 5478.667969
	Iteration 21Q: 3 clusters Score -9264171 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -9264256.000000 Penalty: 5478.667969
	Iteration 22Q: 3 clusters Score -9264256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -9264292.000000 Penalty: 5478.667969
	Iteration 23Q: 3 clusters Score -9264292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -9264333.000000 Penalty: 5478.667969
	Iteration 24Q: 3 clusters Score -9264333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -9264377.000000 Penalty: 5478.667969
	Iteration 25Q: 3 clusters Score -9264377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -9264393.000000 Penalty: 5478.667969
	Iteration 26Q: 3 clusters Score -9264393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -9264415.000000 Penalty: 5478.667969
	Iteration 27Q: 3 clusters Score -9264415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -9264435.000000 Penalty: 5478.667969
	Iteration 28Q: 3 clusters Score -9264435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -9264433.000000 Penalty: 5478.667969
	Iteration 29Q: 3 clusters Score -9264433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -9264441.000000 Penalty: 5478.667969
	Iteration 30Q: 3 clusters Score -9264441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -9264449.000000 Penalty: 5478.667969
	Iteration 31Q: 3 clusters Score -9264449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -9264453.000000 Penalty: 5478.667969
	Iteration 32Q: 3 clusters Score -9264453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -9264461.000000 Penalty: 5478.667969
	Iteration 33Q: 3 clusters Score -9264461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -9264458.000000 Penalty: 5478.667969
	Iteration 34Q: 3 clusters Score -9264458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -9264458.000000 Penalty: 5478.667969
	Iteration 35Q: 3 clusters Score -9264458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -9264462.000000 Penalty: 5478.667969
	Iteration 36Q: 3 clusters Score -9264462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -9264469.000000 Penalty: 5478.667969
	Iteration 37Q: 3 clusters Score -9264469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -9264464.000000 Penalty: 5478.667969
	Iteration 38Q: 3 clusters Score -9264464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -9264459.000000 Penalty: 5478.667969
	Iteration 39Q: 3 clusters Score -9264459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -9264466.000000 Penalty: 5478.667969
	Iteration 40F: 3 clusters Score -9264466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -9264461.000000 Penalty: 5478.667969
	Iteration 41Q: 3 clusters Score -9264461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -9264469.000000 Penalty: 5478.667969
	Iteration 42Q: 3 clusters Score -9264469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -9264481.000000 Penalty: 5478.667969
	Iteration 43Q: 3 clusters Score -9264481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -9264482.000000 Penalty: 5478.667969
	Iteration 44Q: 3 clusters Score -9264482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -9264482.000000 Penalty: 5478.667969
	Iteration 45F: 3 clusters Score -9264482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -863197.625000 Penalty: 2167.206299
	Iteration 0F: 2 clusters Score -863197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -857874.312500 Penalty: 4334.412598
	Iteration 0F: 3 clusters Score -857874.3 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -859287.937500 Penalty: 4334.412598
	Iteration 1F: 3 clusters Score -859287.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -859605.250000 Penalty: 4334.412598
	Iteration 2F: 3 clusters Score -859605.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -859809.062500 Penalty: 4334.412598
	Iteration 3F: 3 clusters Score -859809.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -859956.812500 Penalty: 4334.412598
	Iteration 4Q: 3 clusters Score -859956.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -860097.062500 Penalty: 4334.412598
	Iteration 5Q: 3 clusters Score -860097.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -860247.562500 Penalty: 4334.412598
	Iteration 6Q: 3 clusters Score -860247.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -860366.875000 Penalty: 4334.412598
	Iteration 7Q: 3 clusters Score -860366.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -860468.250000 Penalty: 4334.412598
	Iteration 8Q: 3 clusters Score -860468.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -860554.625000 Penalty: 4334.412598
	Iteration 9Q: 3 clusters Score -860554.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -860641.500000 Penalty: 4334.412598
	Iteration 10Q: 3 clusters Score -860641.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -860729.625000 Penalty: 4334.412598
	Iteration 11Q: 3 clusters Score -860729.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -860834.625000 Penalty: 4334.412598
	Iteration 12Q: 3 clusters Score -860834.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -860936.312500 Penalty: 4334.412598
	Iteration 13Q: 3 clusters Score -860936.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -861031.062500 Penalty: 4334.412598
	Iteration 14Q: 3 clusters Score -861031.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -861116.625000 Penalty: 4334.412598
	Iteration 15Q: 3 clusters Score -861116.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -861190.625000 Penalty: 4334.412598
	Iteration 16Q: 3 clusters Score -861190.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -861243.000000 Penalty: 4334.412598
	Iteration 17Q: 3 clusters Score -861243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -861285.250000 Penalty: 4334.412598
	Iteration 18Q: 3 clusters Score -861285.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -861316.812500 Penalty: 4334.412598
	Iteration 19Q: 3 clusters Score -861316.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -861346.062500 Penalty: 4334.412598
	Iteration 20F: 3 clusters Score -861346.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -861372.500000 Penalty: 4334.412598
	Iteration 21Q: 3 clusters Score -861372.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -861391.312500 Penalty: 4334.412598
	Iteration 22Q: 3 clusters Score -861391.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -861409.000000 Penalty: 4334.412598
	Iteration 23Q: 3 clusters Score -861409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -861420.125000 Penalty: 4334.412598
	Iteration 24Q: 3 clusters Score -861420.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -861425.500000 Penalty: 4334.412598
	Iteration 25Q: 3 clusters Score -861425.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -861432.500000 Penalty: 4334.412598
	Iteration 26Q: 3 clusters Score -861432.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -861438.875000 Penalty: 4334.412598
	Iteration 27Q: 3 clusters Score -861438.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -861449.500000 Penalty: 4334.412598
	Iteration 28Q: 3 clusters Score -861449.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -861460.250000 Penalty: 4334.412598
	Iteration 29Q: 3 clusters Score -861460.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -861472.500000 Penalty: 4334.412598
	Iteration 30Q: 3 clusters Score -861472.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -861481.812500 Penalty: 4334.412598
	Iteration 31Q: 3 clusters Score -861481.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -861493.187500 Penalty: 4334.412598
	Iteration 32Q: 3 clusters Score -861493.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -861499.500000 Penalty: 4334.412598
	Iteration 33Q: 3 clusters Score -861499.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -861503.937500 Penalty: 4334.412598
	Iteration 34Q: 3 clusters Score -861503.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -861507.875000 Penalty: 4334.412598
	Iteration 35Q: 3 clusters Score -861507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -861511.500000 Penalty: 4334.412598
	Iteration 36Q: 3 clusters Score -861511.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -861516.125000 Penalty: 4334.412598
	Iteration 37Q: 3 clusters Score -861516.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -861519.687500 Penalty: 4334.412598
	Iteration 38Q: 3 clusters Score -861519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -861521.812500 Penalty: 4334.412598
	Iteration 39Q: 3 clusters Score -861521.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -861526.500000 Penalty: 4334.412598
	Iteration 40F: 3 clusters Score -861526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -861528.000000 Penalty: 4334.412598
	Iteration 41Q: 3 clusters Score -861528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -861530.937500 Penalty: 4334.412598
	Iteration 42Q: 3 clusters Score -861530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -861535.812500 Penalty: 4334.412598
	Iteration 43Q: 3 clusters Score -861535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -861541.125000 Penalty: 4334.412598
	Iteration 44Q: 3 clusters Score -861541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -861548.687500 Penalty: 4334.412598
	Iteration 45Q: 3 clusters Score -861548.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -861553.625000 Penalty: 4334.412598
	Iteration 46Q: 3 clusters Score -861553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -861554.187500 Penalty: 4334.412598
	Iteration 47Q: 3 clusters Score -861554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -861554.937500 Penalty: 4334.412598
	Iteration 48Q: 3 clusters Score -861554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -861558.562500 Penalty: 4334.412598
	Iteration 49Q: 3 clusters Score -861558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -861558.687500 Penalty: 4334.412598
	Iteration 50Q: 3 clusters Score -861558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -861560.437500 Penalty: 4334.412598
	Iteration 51Q: 3 clusters Score -861560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -861562.000000 Penalty: 4334.412598
	Iteration 52Q: 3 clusters Score -861562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -861562.375000 Penalty: 4334.412598
	Iteration 53Q: 3 clusters Score -861562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -861563.187500 Penalty: 4334.412598
	Iteration 54Q: 3 clusters Score -861563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -861562.750000 Penalty: 4334.412598
	Iteration 55Q: 3 clusters Score -861562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -861568.125000 Penalty: 4334.412598
	Iteration 56Q: 3 clusters Score -861568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -861571.125000 Penalty: 4334.412598
	Iteration 57Q: 3 clusters Score -861571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -861571.562500 Penalty: 4334.412598
	Iteration 58Q: 3 clusters Score -861571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -861572.187500 Penalty: 4334.412598
	Iteration 59Q: 3 clusters Score -861572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -861572.187500 Penalty: 4334.412598
	Iteration 60F: 3 clusters Score -861572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -366090.156250 Penalty: 1941.748291
	Iteration 0F: 2 clusters Score -366090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -363117.312500 Penalty: 3883.496582
	Iteration 0F: 3 clusters Score -363117.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -363677.843750 Penalty: 3883.496582
	Iteration 1F: 3 clusters Score -363677.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -363805.437500 Penalty: 3883.496582
	Iteration 2F: 3 clusters Score -363805.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -363881.718750 Penalty: 3883.496582
	Iteration 3Q: 3 clusters Score -363881.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -363931.375000 Penalty: 3883.496582
	Iteration 4Q: 3 clusters Score -363931.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -363965.093750 Penalty: 3883.496582
	Iteration 5Q: 3 clusters Score -363965.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -363983.031250 Penalty: 3883.496582
	Iteration 6Q: 3 clusters Score -363983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -363992.812500 Penalty: 3883.496582
	Iteration 7Q: 3 clusters Score -363992.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -364002.031250 Penalty: 3883.496582
	Iteration 8Q: 3 clusters Score -364002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364009.937500 Penalty: 3883.496582
	Iteration 9Q: 3 clusters Score -364009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -364019.312500 Penalty: 3883.496582
	Iteration 10Q: 3 clusters Score -364019.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -364028.562500 Penalty: 3883.496582
	Iteration 11Q: 3 clusters Score -364028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -364035.593750 Penalty: 3883.496582
	Iteration 12Q: 3 clusters Score -364035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -364042.343750 Penalty: 3883.496582
	Iteration 13Q: 3 clusters Score -364042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -364046.781250 Penalty: 3883.496582
	Iteration 14Q: 3 clusters Score -364046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -364048.031250 Penalty: 3883.496582
	Iteration 15Q: 3 clusters Score -364048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -364049.312500 Penalty: 3883.496582
	Iteration 16Q: 3 clusters Score -364049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -364050.937500 Penalty: 3883.496582
	Iteration 17Q: 3 clusters Score -364050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -364052.406250 Penalty: 3883.496582
	Iteration 18Q: 3 clusters Score -364052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -364053.343750 Penalty: 3883.496582
	Iteration 19Q: 3 clusters Score -364053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -364053.343750 Penalty: 3883.496582
	Iteration 20F: 3 clusters Score -364053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1633026.000000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1633026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1623518.625000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1623519 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1626630.375000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1626630 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1627160.375000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1627160 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1627674.000000 Penalty: 4693.322266
	Iteration 3F: 3 clusters Score -1627674 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1628166.750000 Penalty: 4693.322266
	Iteration 4F: 3 clusters Score -1628167 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1628608.875000 Penalty: 4693.322266
	Iteration 5F: 3 clusters Score -1628609 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1629003.250000 Penalty: 4693.322266
	Iteration 6Q: 3 clusters Score -1629003 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1629333.375000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1629333 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1629575.375000 Penalty: 4693.322266
	Iteration 8Q: 3 clusters Score -1629575 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1629780.000000 Penalty: 4693.322266
	Iteration 9Q: 3 clusters Score -1629780 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1629942.375000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1629942 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1630065.375000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1630065 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1630178.000000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1630178 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1630280.375000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1630280 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1630362.625000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1630363 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1630430.875000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1630431 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1630488.500000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1630488 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1630539.500000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1630540 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1630590.000000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1630590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1630617.125000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1630617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1630646.500000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1630646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1630659.000000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1630659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1630688.125000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1630688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1630717.250000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1630717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1630735.500000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1630736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1630757.000000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1630757 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1630772.625000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1630773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1630788.750000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1630789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1630806.750000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1630807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1630824.000000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1630824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1630831.750000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1630832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1630836.500000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1630836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1630857.750000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1630858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1630871.875000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1630872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1630889.750000 Penalty: 4693.322266
	Iteration 34Q: 3 clusters Score -1630890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1630901.250000 Penalty: 4693.322266
	Iteration 35Q: 3 clusters Score -1630901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1630912.375000 Penalty: 4693.322266
	Iteration 36Q: 3 clusters Score -1630912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1630926.125000 Penalty: 4693.322266
	Iteration 37Q: 3 clusters Score -1630926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1630942.000000 Penalty: 4693.322266
	Iteration 38Q: 3 clusters Score -1630942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1630948.750000 Penalty: 4693.322266
	Iteration 39Q: 3 clusters Score -1630949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1630961.250000 Penalty: 4693.322266
	Iteration 40F: 3 clusters Score -1630961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1630973.750000 Penalty: 4693.322266
	Iteration 41Q: 3 clusters Score -1630974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1630980.375000 Penalty: 4693.322266
	Iteration 42Q: 3 clusters Score -1630980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1630987.375000 Penalty: 4693.322266
	Iteration 43Q: 3 clusters Score -1630987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1630990.375000 Penalty: 4693.322266
	Iteration 44Q: 3 clusters Score -1630990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1630996.000000 Penalty: 4693.322266
	Iteration 45Q: 3 clusters Score -1630996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1631001.375000 Penalty: 4693.322266
	Iteration 46Q: 3 clusters Score -1631001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1631014.500000 Penalty: 4693.322266
	Iteration 47Q: 3 clusters Score -1631014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1631029.375000 Penalty: 4693.322266
	Iteration 48Q: 3 clusters Score -1631029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1631031.375000 Penalty: 4693.322266
	Iteration 49Q: 3 clusters Score -1631031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1631038.250000 Penalty: 4693.322266
	Iteration 50Q: 3 clusters Score -1631038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1631046.625000 Penalty: 4693.322266
	Iteration 51Q: 3 clusters Score -1631047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1631046.875000 Penalty: 4693.322266
	Iteration 52Q: 3 clusters Score -1631047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1631050.000000 Penalty: 4693.322266
	Iteration 53Q: 3 clusters Score -1631050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1631050.125000 Penalty: 4693.322266
	Iteration 54Q: 3 clusters Score -1631050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1631055.125000 Penalty: 4693.322266
	Iteration 55Q: 3 clusters Score -1631055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1631056.375000 Penalty: 4693.322266
	Iteration 56Q: 3 clusters Score -1631056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1631060.375000 Penalty: 4693.322266
	Iteration 57Q: 3 clusters Score -1631060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1631060.125000 Penalty: 4693.322266
	Iteration 58Q: 3 clusters Score -1631060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1631061.625000 Penalty: 4693.322266
	Iteration 59Q: 3 clusters Score -1631062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1631064.500000 Penalty: 4693.322266
	Iteration 60F: 3 clusters Score -1631064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1631065.750000 Penalty: 4693.322266
	Iteration 61Q: 3 clusters Score -1631066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1631065.875000 Penalty: 4693.322266
	Iteration 62Q: 3 clusters Score -1631066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1631065.125000 Penalty: 4693.322266
	Iteration 63Q: 3 clusters Score -1631065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1631061.250000 Penalty: 4693.322266
	Iteration 64Q: 3 clusters Score -1631061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1631064.875000 Penalty: 4693.322266
	Iteration 65Q: 3 clusters Score -1631065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1631062.625000 Penalty: 4693.322266
	Iteration 66Q: 3 clusters Score -1631063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1631064.125000 Penalty: 4693.322266
	Iteration 67Q: 3 clusters Score -1631064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1631066.250000 Penalty: 4693.322266
	Iteration 68Q: 3 clusters Score -1631066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1631067.500000 Penalty: 4693.322266
	Iteration 69Q: 3 clusters Score -1631068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1631067.875000 Penalty: 4693.322266
	Iteration 70Q: 3 clusters Score -1631068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1631065.625000 Penalty: 4693.322266
	Iteration 71Q: 3 clusters Score -1631066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1631068.000000 Penalty: 4693.322266
	Iteration 72Q: 3 clusters Score -1631068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1631069.750000 Penalty: 4693.322266
	Iteration 73Q: 3 clusters Score -1631070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1631069.750000 Penalty: 4693.322266
	Iteration 74F: 3 clusters Score -1631070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Entering Unmasked Estep 
Score: -4932572.000000 Penalty: 2582.985352
	Iteration 0F: 2 clusters Score -4932572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4909857.000000 Penalty: 5165.970703
	Iteration 0F: 3 clusters Score -4909857 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4917965.500000 Penalty: 5165.970703
	Iteration 1F: 3 clusters Score -4917966 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4918319.000000 Penalty: 5165.970703
	Iteration 2Q: 3 clusters Score -4918319 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4918621.000000 Penalty: 5165.970703
	Iteration 3Q: 3 clusters Score -4918621 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4918874.500000 Penalty: 5165.970703
	Iteration 4Q: 3 clusters Score -4918874 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4919114.000000 Penalty: 5165.970703
	Iteration 5Q: 3 clusters Score -4919114 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4919413.000000 Penalty: 5165.970703
	Iteration 6Q: 3 clusters Score -4919413 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4919829.000000 Penalty: 5165.970703
	Iteration 7Q: 3 clusters Score -4919829 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4920472.500000 Penalty: 5165.970703
	Iteration 8Q: 3 clusters Score -4920472 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4921487.500000 Penalty: 5165.970703
	Iteration 9F: 3 clusters Score -4921488 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -4923109.000000 Penalty: 5165.970703
	Iteration 10F: 3 clusters Score -4923109 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4925268.500000 Penalty: 5165.970703
	Iteration 11F: 3 clusters Score -4925268 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4927465.000000 Penalty: 5165.970703
	Iteration 12F: 3 clusters Score -4927465 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4929070.500000 Penalty: 5165.970703
	Iteration 13Q: 3 clusters Score -4929070 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4929788.000000 Penalty: 5165.970703
	Iteration 14Q: 3 clusters Score -4929788 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4930059.000000 Penalty: 5165.970703
	Iteration 15Q: 3 clusters Score -4930059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4930190.000000 Penalty: 5165.970703
	Iteration 16Q: 3 clusters Score -4930190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4930262.000000 Penalty: 5165.970703
	Iteration 17Q: 3 clusters Score -4930262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4930300.500000 Penalty: 5165.970703
	Iteration 18Q: 3 clusters Score -4930300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4930321.000000 Penalty: 5165.970703
	Iteration 19Q: 3 clusters Score -4930321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4930324.500000 Penalty: 5165.970703
	Iteration 20F: 3 clusters Score -4930324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4930328.000000 Penalty: 5165.970703
	Iteration 21Q: 3 clusters Score -4930328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -4930331.000000 Penalty: 5165.970703
	Iteration 22Q: 3 clusters Score -4930331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4930336.000000 Penalty: 5165.970703
	Iteration 23Q: 3 clusters Score -4930336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4930333.500000 Penalty: 5165.970703
	Iteration 24Q: 3 clusters Score -4930334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4930333.500000 Penalty: 5165.970703
	Iteration 25F: 3 clusters Score -4930334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -48701.617188 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -48701.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47407.085938 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -47407.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47497.519531 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -47497.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47520.816406 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -47520.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47523.574219 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -47523.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47523.574219 Penalty: 2880.838867
	Iteration 4F: 3 clusters Score -47523.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -88569.179688 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -88569.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86958.351562 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -86958.35 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87682.804688 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -87682.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88165.265625 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -88165.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88434.460938 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -88434.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -88573.710938 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -88573.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -88664.046875 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -88664.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -88693.304688 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -88693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88708.859375 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -88708.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88733.304688 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -88733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88752.414062 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -88752.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -88762.210938 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -88762.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88772.593750 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -88772.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88776.351562 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -88776.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88782.367188 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -88782.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88784.226562 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -88784.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88787.093750 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -88787.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88787.093750 Penalty: 3340.357422
	Iteration 16F: 3 clusters Score -88787.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196136 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23455 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62674 members 
Mstep: Class 19 contains 6240 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12866 members 
Mstep: Class 22 contains 33365 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 148260 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 30 contains 307 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13107 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95488744.000000 Penalty: 109682.515625
Splitting cluster 24 changes total score from -95490240.000000 to -95488744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (148260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148260 members 
Entering Unmasked Estep 
Score: -22118468.000000 Penalty: 2952.867188
	Iteration 0F: 2 clusters Score -2.211847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -22022684.000000 Penalty: 5905.734375
	Iteration 0F: 3 clusters Score -2.202268e+07 nChanged 70969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -22064100.000000 Penalty: 5905.734375
	Iteration 1F: 3 clusters Score -2.20641e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -22065816.000000 Penalty: 5905.734375
	Iteration 2Q: 3 clusters Score -2.206582e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -22068210.000000 Penalty: 5905.734375
	Iteration 3Q: 3 clusters Score -2.206821e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -22072286.000000 Penalty: 5905.734375
	Iteration 4F: 3 clusters Score -2.207229e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -22079138.000000 Penalty: 5905.734375
	Iteration 5F: 3 clusters Score -2.207914e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113838 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -22088850.000000 Penalty: 5905.734375
	Iteration 6F: 3 clusters Score -2.208885e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -22099380.000000 Penalty: 5905.734375
	Iteration 7F: 3 clusters Score -2.209938e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134274 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -22106778.000000 Penalty: 5905.734375
	Iteration 8F: 3 clusters Score -2.210678e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139871 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -22111004.000000 Penalty: 5905.734375
	Iteration 9Q: 3 clusters Score -2.2111e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -22113104.000000 Penalty: 5905.734375
	Iteration 10Q: 3 clusters Score -2.21131e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -22114170.000000 Penalty: 5905.734375
	Iteration 11Q: 3 clusters Score -2.211417e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145373 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -22114790.000000 Penalty: 5905.734375
	Iteration 12Q: 3 clusters Score -2.211479e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145914 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -22115124.000000 Penalty: 5905.734375
	Iteration 13Q: 3 clusters Score -2.211512e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -22115398.000000 Penalty: 5905.734375
	Iteration 14Q: 3 clusters Score -2.21154e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146532 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22115578.000000 Penalty: 5905.734375
	Iteration 15Q: 3 clusters Score -2.211558e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -22115708.000000 Penalty: 5905.734375
	Iteration 16Q: 3 clusters Score -2.211571e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146782 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -22115768.000000 Penalty: 5905.734375
	Iteration 17Q: 3 clusters Score -2.211577e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146848 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22115830.000000 Penalty: 5905.734375
	Iteration 18Q: 3 clusters Score -2.211583e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146915 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22115844.000000 Penalty: 5905.734375
	Iteration 19Q: 3 clusters Score -2.211584e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146970 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -22115876.000000 Penalty: 5905.734375
	Iteration 20F: 3 clusters Score -2.211588e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22115880.000000 Penalty: 5905.734375
	Iteration 21Q: 3 clusters Score -2.211588e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147044 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22115872.000000 Penalty: 5905.734375
	Iteration 22Q: 3 clusters Score -2.211587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22115882.000000 Penalty: 5905.734375
	Iteration 23Q: 3 clusters Score -2.211588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22115912.000000 Penalty: 5905.734375
	Iteration 24Q: 3 clusters Score -2.211591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -22115908.000000 Penalty: 5905.734375
	Iteration 25Q: 3 clusters Score -2.211591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22115900.000000 Penalty: 5905.734375
	Iteration 26Q: 3 clusters Score -2.21159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22115922.000000 Penalty: 5905.734375
	Iteration 27Q: 3 clusters Score -2.211592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147133 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -22115930.000000 Penalty: 5905.734375
	Iteration 28Q: 3 clusters Score -2.211593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22115930.000000 Penalty: 5905.734375
	Iteration 29Q: 3 clusters Score -2.211593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147160 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -22115932.000000 Penalty: 5905.734375
	Iteration 30Q: 3 clusters Score -2.211593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22115934.000000 Penalty: 5905.734375
	Iteration 31Q: 3 clusters Score -2.211593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147178 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22115942.000000 Penalty: 5905.734375
	Iteration 32Q: 3 clusters Score -2.211594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147181 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22115936.000000 Penalty: 5905.734375
	Iteration 33Q: 3 clusters Score -2.211594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147186 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22115938.000000 Penalty: 5905.734375
	Iteration 34Q: 3 clusters Score -2.211594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22115930.000000 Penalty: 5905.734375
	Iteration 35Q: 3 clusters Score -2.211593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22115928.000000 Penalty: 5905.734375
	Iteration 36Q: 3 clusters Score -2.211593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147198 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -22115930.000000 Penalty: 5905.734375
	Iteration 37Q: 3 clusters Score -2.211593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147197 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22115934.000000 Penalty: 5905.734375
	Iteration 38Q: 3 clusters Score -2.211593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147197 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22115934.000000 Penalty: 5905.734375
	Iteration 39F: 3 clusters Score -2.211593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -716215.437500 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -716215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -711609.125000 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -711609.1 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -712737.062500 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -712737.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -712955.125000 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -712955.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -713098.812500 Penalty: 4233.474121
	Iteration 3Q: 3 clusters Score -713098.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -713184.750000 Penalty: 4233.474121
	Iteration 4Q: 3 clusters Score -713184.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -713258.937500 Penalty: 4233.474121
	Iteration 5Q: 3 clusters Score -713258.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -713341.625000 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -713341.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -713423.875000 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -713423.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -713511.687500 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -713511.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -713604.562500 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -713604.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -713705.687500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -713705.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -713810.625000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -713810.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -713902.750000 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -713902.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -713983.437500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -713983.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -714097.625000 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -714097.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -714231.437500 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -714231.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -714349.875000 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -714349.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -714440.875000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -714440.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -714544.812500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -714544.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -714620.125000 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -714620.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -714664.250000 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -714664.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -714693.187500 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -714693.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -714719.312500 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -714719.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -714738.312500 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -714738.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -714753.312500 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -714753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -714765.812500 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -714765.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -714778.437500 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -714778.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -714789.312500 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -714789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -714793.687500 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -714793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -714797.812500 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -714797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -714802.687500 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -714802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -714806.250000 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -714806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -714809.937500 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -714809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -714812.562500 Penalty: 4233.474121
	Iteration 33Q: 3 clusters Score -714812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -714816.187500 Penalty: 4233.474121
	Iteration 34Q: 3 clusters Score -714816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -714817.625000 Penalty: 4233.474121
	Iteration 35Q: 3 clusters Score -714817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -714818.437500 Penalty: 4233.474121
	Iteration 36Q: 3 clusters Score -714818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -714819.875000 Penalty: 4233.474121
	Iteration 37Q: 3 clusters Score -714819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -714819.687500 Penalty: 4233.474121
	Iteration 38Q: 3 clusters Score -714819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -714819.687500 Penalty: 4233.474121
	Iteration 39F: 3 clusters Score -714819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -89599.507812 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -89599.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87953.960938 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -87953.96 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88263.632812 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -88263.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88380.601562 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -88380.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88507.132812 Penalty: 3240.037842
	Iteration 3Q: 3 clusters Score -88507.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88620.539062 Penalty: 3240.037842
	Iteration 4Q: 3 clusters Score -88620.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88699.960938 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -88699.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88755.828125 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -88755.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88802.109375 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -88802.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88832.921875 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -88832.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88871.039062 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -88871.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88904.789062 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -88904.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88933.226562 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -88933.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -88965.734375 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -88965.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88985.515625 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -88985.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88997.773438 Penalty: 3240.037842
	Iteration 14Q: 3 clusters Score -88997.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89012.328125 Penalty: 3240.037842
	Iteration 15Q: 3 clusters Score -89012.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89018.265625 Penalty: 3240.037842
	Iteration 16Q: 3 clusters Score -89018.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -89027.632812 Penalty: 3240.037842
	Iteration 17Q: 3 clusters Score -89027.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -89060.109375 Penalty: 3240.037842
	Iteration 18Q: 3 clusters Score -89060.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89082.851562 Penalty: 3240.037842
	Iteration 19Q: 3 clusters Score -89082.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -89113.984375 Penalty: 3240.037842
	Iteration 20F: 3 clusters Score -89113.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89180.460938 Penalty: 3240.037842
	Iteration 21Q: 3 clusters Score -89180.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89214.171875 Penalty: 3240.037842
	Iteration 22Q: 3 clusters Score -89214.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89221.296875 Penalty: 3240.037842
	Iteration 23Q: 3 clusters Score -89221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89222.398438 Penalty: 3240.037842
	Iteration 24Q: 3 clusters Score -89222.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89222.398438 Penalty: 3240.037842
	Iteration 25F: 3 clusters Score -89222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -225553.781250 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -225553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -223152.156250 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -223152.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -223652.453125 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -223652.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -223801.375000 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -223801.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -223894.812500 Penalty: 3674.631348
	Iteration 3Q: 3 clusters Score -223894.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -223959.125000 Penalty: 3674.631348
	Iteration 4Q: 3 clusters Score -223959.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224023.171875 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -224023.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -224107.937500 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -224107.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -224161.484375 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -224161.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -224191.890625 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -224191.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -224228.921875 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -224228.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -224279.296875 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -224279.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -224347.718750 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -224347.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -224435.203125 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -224435.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -224551.031250 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -224551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -224649.375000 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -224649.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -224755.890625 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -224755.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -224859.625000 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -224859.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -224924.156250 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -224924.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -224977.890625 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -224977.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -225013.343750 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -225013.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -225049.484375 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -225049.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -225074.062500 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -225074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -225083.781250 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -225083.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225097.296875 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -225097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225109.656250 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -225109.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -225119.109375 Penalty: 3674.631348
	Iteration 25Q: 3 clusters Score -225119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -225129.921875 Penalty: 3674.631348
	Iteration 26Q: 3 clusters Score -225129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -225139.125000 Penalty: 3674.631348
	Iteration 27Q: 3 clusters Score -225139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -225147.984375 Penalty: 3674.631348
	Iteration 28Q: 3 clusters Score -225148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -225157.203125 Penalty: 3674.631348
	Iteration 29Q: 3 clusters Score -225157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -225157.531250 Penalty: 3674.631348
	Iteration 30Q: 3 clusters Score -225157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -225157.531250 Penalty: 3674.631348
	Iteration 31F: 3 clusters Score -225157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -800991.500000 Penalty: 2136.980713
	Iteration 0F: 2 clusters Score -800991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -796189.812500 Penalty: 4273.961426
	Iteration 0F: 3 clusters Score -796189.8 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -797351.375000 Penalty: 4273.961426
	Iteration 1F: 3 clusters Score -797351.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -797638.312500 Penalty: 4273.961426
	Iteration 2F: 3 clusters Score -797638.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -797908.437500 Penalty: 4273.961426
	Iteration 3F: 3 clusters Score -797908.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -798176.875000 Penalty: 4273.961426
	Iteration 4F: 3 clusters Score -798176.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -798438.812500 Penalty: 4273.961426
	Iteration 5F: 3 clusters Score -798438.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -798684.000000 Penalty: 4273.961426
	Iteration 6F: 3 clusters Score -798684 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -798930.125000 Penalty: 4273.961426
	Iteration 7F: 3 clusters Score -798930.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -799177.250000 Penalty: 4273.961426
	Iteration 8F: 3 clusters Score -799177.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -799377.000000 Penalty: 4273.961426
	Iteration 9Q: 3 clusters Score -799377 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -799511.562500 Penalty: 4273.961426
	Iteration 10Q: 3 clusters Score -799511.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -799594.125000 Penalty: 4273.961426
	Iteration 11Q: 3 clusters Score -799594.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -799650.250000 Penalty: 4273.961426
	Iteration 12Q: 3 clusters Score -799650.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -799702.062500 Penalty: 4273.961426
	Iteration 13Q: 3 clusters Score -799702.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -799729.375000 Penalty: 4273.961426
	Iteration 14Q: 3 clusters Score -799729.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -799741.187500 Penalty: 4273.961426
	Iteration 15Q: 3 clusters Score -799741.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -799745.812500 Penalty: 4273.961426
	Iteration 16Q: 3 clusters Score -799745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -799749.687500 Penalty: 4273.961426
	Iteration 17Q: 3 clusters Score -799749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -799753.250000 Penalty: 4273.961426
	Iteration 18Q: 3 clusters Score -799753.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -799756.062500 Penalty: 4273.961426
	Iteration 19Q: 3 clusters Score -799756.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -799757.812500 Penalty: 4273.961426
	Iteration 20F: 3 clusters Score -799757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -799759.375000 Penalty: 4273.961426
	Iteration 21Q: 3 clusters Score -799759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -799760.000000 Penalty: 4273.961426
	Iteration 22Q: 3 clusters Score -799760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -799760.000000 Penalty: 4273.961426
	Iteration 23F: 3 clusters Score -799760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -90228.585938 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -90228.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88710.328125 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -88710.33 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89053.875000 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -89053.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89170.984375 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -89170.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89249.132812 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -89249.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89320.968750 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -89320.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89343.484375 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -89343.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89365.773438 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -89365.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89393.007812 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -89393.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89419.945312 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -89419.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89432.734375 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -89432.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89461.468750 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -89461.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89488.687500 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -89488.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89505.757812 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -89505.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89515.328125 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -89515.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89539.531250 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -89539.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89566.632812 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -89566.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -89582.046875 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -89582.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89585.093750 Penalty: 3262.619141
	Iteration 17Q: 3 clusters Score -89585.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89590.125000 Penalty: 3262.619141
	Iteration 18Q: 3 clusters Score -89590.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89591.945312 Penalty: 3262.619141
	Iteration 19Q: 3 clusters Score -89591.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89594.648438 Penalty: 3262.619141
	Iteration 20F: 3 clusters Score -89594.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1870053.000000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1870053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1860391.000000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1860391 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1863585.000000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1863585 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1864170.875000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1864171 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1865074.250000 Penalty: 4702.527344
	Iteration 3F: 3 clusters Score -1865074 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1866284.375000 Penalty: 4702.527344
	Iteration 4F: 3 clusters Score -1866284 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1867492.625000 Penalty: 4702.527344
	Iteration 5F: 3 clusters Score -1867493 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1868351.750000 Penalty: 4702.527344
	Iteration 6F: 3 clusters Score -1868352 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1868871.625000 Penalty: 4702.527344
	Iteration 7F: 3 clusters Score -1868872 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1869168.000000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1869168 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1869332.000000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1869332 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1869424.750000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1869425 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1869501.625000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1869502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1869554.125000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1869554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1869574.125000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1869574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1869614.500000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1869614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1869654.500000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1869654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1869682.250000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1869682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1869694.750000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1869695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1869704.750000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1869705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1869716.875000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1869717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1869725.250000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1869725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1869734.500000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1869734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1869738.875000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1869739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1869742.625000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1869743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1869746.000000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1869746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1869749.750000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1869750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1869748.375000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1869748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1869755.500000 Penalty: 4702.527344
	Iteration 27Q: 3 clusters Score -1869756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1869754.875000 Penalty: 4702.527344
	Iteration 28Q: 3 clusters Score -1869755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1869757.125000 Penalty: 4702.527344
	Iteration 29Q: 3 clusters Score -1869757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1869752.625000 Penalty: 4702.527344
	Iteration 30Q: 3 clusters Score -1869753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1869751.500000 Penalty: 4702.527344
	Iteration 31Q: 3 clusters Score -1869752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1869754.375000 Penalty: 4702.527344
	Iteration 32Q: 3 clusters Score -1869754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1869758.000000 Penalty: 4702.527344
	Iteration 33Q: 3 clusters Score -1869758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1869759.000000 Penalty: 4702.527344
	Iteration 34Q: 3 clusters Score -1869759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1869764.000000 Penalty: 4702.527344
	Iteration 35Q: 3 clusters Score -1869764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1869766.125000 Penalty: 4702.527344
	Iteration 36Q: 3 clusters Score -1869766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1869764.125000 Penalty: 4702.527344
	Iteration 37Q: 3 clusters Score -1869764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1869763.500000 Penalty: 4702.527344
	Iteration 38Q: 3 clusters Score -1869764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1869768.000000 Penalty: 4702.527344
	Iteration 39Q: 3 clusters Score -1869768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1869765.750000 Penalty: 4702.527344
	Iteration 40F: 3 clusters Score -1869766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1869765.500000 Penalty: 4702.527344
	Iteration 41Q: 3 clusters Score -1869766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1869764.500000 Penalty: 4702.527344
	Iteration 42Q: 3 clusters Score -1869764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1869767.625000 Penalty: 4702.527344
	Iteration 43Q: 3 clusters Score -1869768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1869770.000000 Penalty: 4702.527344
	Iteration 44Q: 3 clusters Score -1869770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1869768.000000 Penalty: 4702.527344
	Iteration 45Q: 3 clusters Score -1869768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1869768.375000 Penalty: 4702.527344
	Iteration 46Q: 3 clusters Score -1869768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1869770.500000 Penalty: 4702.527344
	Iteration 47Q: 3 clusters Score -1869770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1869769.750000 Penalty: 4702.527344
	Iteration 48Q: 3 clusters Score -1869770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1869771.500000 Penalty: 4702.527344
	Iteration 49Q: 3 clusters Score -1869772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1869774.500000 Penalty: 4702.527344
	Iteration 50Q: 3 clusters Score -1869774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1869776.250000 Penalty: 4702.527344
	Iteration 51Q: 3 clusters Score -1869776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1869775.625000 Penalty: 4702.527344
	Iteration 52Q: 3 clusters Score -1869776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1869772.500000 Penalty: 4702.527344
	Iteration 53Q: 3 clusters Score -1869772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1869773.375000 Penalty: 4702.527344
	Iteration 54Q: 3 clusters Score -1869773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1869769.125000 Penalty: 4702.527344
	Iteration 55Q: 3 clusters Score -1869769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1869772.500000 Penalty: 4702.527344
	Iteration 56Q: 3 clusters Score -1869772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1869771.000000 Penalty: 4702.527344
	Iteration 57Q: 3 clusters Score -1869771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1869774.625000 Penalty: 4702.527344
	Iteration 58Q: 3 clusters Score -1869775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1869778.000000 Penalty: 4702.527344
	Iteration 59Q: 3 clusters Score -1869778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1869778.875000 Penalty: 4702.527344
	Iteration 60F: 3 clusters Score -1869779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1869780.750000 Penalty: 4702.527344
	Iteration 61Q: 3 clusters Score -1869781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1869781.750000 Penalty: 4702.527344
	Iteration 62Q: 3 clusters Score -1869782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1869781.000000 Penalty: 4702.527344
	Iteration 63Q: 3 clusters Score -1869781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1869780.875000 Penalty: 4702.527344
	Iteration 64Q: 3 clusters Score -1869781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1869785.125000 Penalty: 4702.527344
	Iteration 65Q: 3 clusters Score -1869785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1869779.500000 Penalty: 4702.527344
	Iteration 66Q: 3 clusters Score -1869780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1869782.500000 Penalty: 4702.527344
	Iteration 67Q: 3 clusters Score -1869782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1869782.500000 Penalty: 4702.527344
	Iteration 68F: 3 clusters Score -1869782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -126815.960938 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -126816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125061.312500 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -125061.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125783.593750 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -125783.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126483.070312 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -126483.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126745.726562 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -126745.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126872.031250 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -126872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -126978.859375 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -126978.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -127103.242188 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -127103.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -127258.132812 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -127258.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -127400.609375 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -127400.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127547.281250 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -127547.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -127645.554688 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -127645.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -127776.351562 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -127776.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127874.710938 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -127874.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127901.851562 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -127901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127912.070312 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -127912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127915.062500 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -127915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127918.453125 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -127918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127918.453125 Penalty: 3437.525391
	Iteration 17F: 3 clusters Score -127918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196136 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23455 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62674 members 
Mstep: Class 19 contains 6240 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12866 members 
Mstep: Class 22 contains 33365 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148260 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13107 members 
Mstep: Class 33 contains 587 members 
Entering Unmasked Estep 
Score: -95489920.000000 Penalty: 109682.515625
Splitting cluster 33 changes total score from -95490240.000000 to -95489920.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196136 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23455 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62674 members 
Mstep: Class 19 contains 6240 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12866 members 
Mstep: Class 22 contains 33365 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148260 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13107 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490224.000000 Penalty: 106358.804688
Iteration 159Q: 33 clusters Score -9.549022e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14857 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196088 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23457 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 13931 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25553 members 
Mstep: Class 13 contains 12467 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62658 members 
Mstep: Class 19 contains 6238 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12865 members 
Mstep: Class 22 contains 33375 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148353 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13116 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490136.000000 Penalty: 106358.804688
Iteration 160F: 33 clusters Score -9.549014e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14853 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196067 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23458 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25559 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62647 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12862 members 
Mstep: Class 22 contains 33385 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148415 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13123 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490064.000000 Penalty: 106358.804688
Iteration 161Q: 33 clusters Score -9.549006e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14853 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196061 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23463 members 
Mstep: Class 9 contains 7749 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25558 members 
Mstep: Class 13 contains 12368 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62639 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12858 members 
Mstep: Class 22 contains 33394 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148465 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13131 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490056.000000 Penalty: 106358.804688
Iteration 162Q: 33 clusters Score -9.549006e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 14853 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196051 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23463 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25557 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62632 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 22 contains 33412 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148504 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13142 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490072.000000 Penalty: 106358.804688
Iteration 163Q: 33 clusters Score -9.549007e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14855 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196057 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23466 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25556 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62625 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 22 contains 33424 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148533 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13142 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490072.000000 Penalty: 106358.804688
Iteration 164Q: 33 clusters Score -9.549007e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196077 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23467 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25553 members 
Mstep: Class 13 contains 12218 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62622 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 22 contains 33426 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148552 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13144 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490056.000000 Penalty: 106358.804688
Iteration 165Q: 33 clusters Score -9.549006e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14857 members 
Mstep: Class 3 contains 9063 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196111 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23473 members 
Mstep: Class 9 contains 7755 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25554 members 
Mstep: Class 13 contains 12189 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62616 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12855 members 
Mstep: Class 22 contains 33421 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 148544 members 
Mstep: Class 26 contains 5105 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13149 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490136.000000 Penalty: 106358.804688
Iteration 166Q: 33 clusters Score -9.549014e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196158 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23475 members 
Mstep: Class 9 contains 7755 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25553 members 
Mstep: Class 13 contains 12157 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62612 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 12854 members 
Mstep: Class 22 contains 33422 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148526 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13156 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490112.000000 Penalty: 106358.804688
Iteration 167Q: 33 clusters Score -9.549011e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 9059 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196190 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23480 members 
Mstep: Class 9 contains 7758 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25552 members 
Mstep: Class 13 contains 12126 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62605 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12853 members 
Mstep: Class 22 contains 33422 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148529 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5524 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13160 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490064.000000 Penalty: 106358.804688
Iteration 168Q: 33 clusters Score -9.549006e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 14860 members 
Mstep: Class 3 contains 9059 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196221 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23482 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12091 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62599 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12851 members 
Mstep: Class 22 contains 33420 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148534 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5523 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13169 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490184.000000 Penalty: 106358.804688
Iteration 169Q: 33 clusters Score -9.549018e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196243 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23490 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 13925 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 12046 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62595 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12850 members 
Mstep: Class 22 contains 33431 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148556 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13169 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490200.000000 Penalty: 106358.804688
Iteration 170Q: 33 clusters Score -9.54902e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 9047 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196226 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23498 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 13924 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25552 members 
Mstep: Class 13 contains 12020 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62591 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12848 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148589 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13173 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490280.000000 Penalty: 106358.804688
Iteration 171Q: 33 clusters Score -9.549028e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196191 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23502 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 13924 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25548 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62585 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12848 members 
Mstep: Class 22 contains 33451 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148642 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5521 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13181 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490416.000000 Penalty: 106358.804688
Iteration 172Q: 33 clusters Score -9.549042e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196162 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23505 members 
Mstep: Class 9 contains 7758 members 
Mstep: Class 10 contains 13924 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25547 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62579 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12847 members 
Mstep: Class 22 contains 33469 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148689 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5520 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13193 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490456.000000 Penalty: 106358.804688
Iteration 173Q: 33 clusters Score -9.549046e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 9026 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196122 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23506 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62577 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12846 members 
Mstep: Class 22 contains 33483 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148739 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5520 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13199 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490336.000000 Penalty: 106358.804688
Iteration 174Q: 33 clusters Score -9.549034e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196099 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23509 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 11873 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62576 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12845 members 
Mstep: Class 22 contains 33491 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148805 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5520 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13208 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490464.000000 Penalty: 106358.804688
Iteration 175Q: 33 clusters Score -9.549046e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 9012 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196068 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23512 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25545 members 
Mstep: Class 13 contains 11827 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62577 members 
Mstep: Class 19 contains 6230 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12844 members 
Mstep: Class 22 contains 33495 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148876 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5520 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13220 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490352.000000 Penalty: 106358.804688
Iteration 176Q: 33 clusters Score -9.549035e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196042 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23516 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62577 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12846 members 
Mstep: Class 22 contains 33499 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 148942 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5521 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13225 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490328.000000 Penalty: 106358.804688
Iteration 177Q: 33 clusters Score -9.549033e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 196010 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23517 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62575 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12844 members 
Mstep: Class 22 contains 33509 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149014 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5521 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13236 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490344.000000 Penalty: 106358.804688
Iteration 178Q: 33 clusters Score -9.549034e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195983 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23516 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 11666 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62572 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12843 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149097 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13250 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490360.000000 Penalty: 106358.804688
Iteration 179Q: 33 clusters Score -9.549036e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195951 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23518 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 11584 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62568 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12843 members 
Mstep: Class 22 contains 33527 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149192 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13260 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490384.000000 Penalty: 106358.804688
Iteration 180F: 33 clusters Score -9.549038e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195916 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 11513 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62563 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12841 members 
Mstep: Class 22 contains 33533 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149292 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13266 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490424.000000 Penalty: 106358.804688
Iteration 181Q: 33 clusters Score -9.549042e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 8980 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195893 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 11430 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62560 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12841 members 
Mstep: Class 22 contains 33536 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149402 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13266 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490360.000000 Penalty: 106358.804688
Iteration 182Q: 33 clusters Score -9.549036e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 14872 members 
Mstep: Class 3 contains 8975 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195867 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 7765 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62552 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12841 members 
Mstep: Class 22 contains 33544 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149522 members 
Mstep: Class 26 contains 5105 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13264 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490376.000000 Penalty: 106358.804688
Iteration 183Q: 33 clusters Score -9.549038e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 8973 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195811 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23518 members 
Mstep: Class 9 contains 7765 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 11248 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62550 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12840 members 
Mstep: Class 22 contains 33549 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149652 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13270 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490488.000000 Penalty: 106358.804688
Iteration 184Q: 33 clusters Score -9.549049e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 8975 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195771 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23517 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 13925 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 11145 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62547 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12839 members 
Mstep: Class 22 contains 33551 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149789 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13278 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490568.000000 Penalty: 106358.804688
Iteration 185Q: 33 clusters Score -9.549057e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 14883 members 
Mstep: Class 3 contains 8974 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195728 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23520 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 13924 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 11028 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62545 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 33554 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 149945 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13288 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490704.000000 Penalty: 106358.804688
Iteration 186Q: 33 clusters Score -9.54907e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 8971 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195666 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 10 contains 13924 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10897 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62542 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 33554 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 150125 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13308 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490784.000000 Penalty: 106358.804688
Iteration 187Q: 33 clusters Score -9.549078e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 14886 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195597 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 13923 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 25536 members 
Mstep: Class 13 contains 10790 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62534 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 33554 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 150297 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5522 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13313 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490920.000000 Penalty: 106358.804688
Iteration 188Q: 33 clusters Score -9.549092e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195535 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 7761 members 
Mstep: Class 10 contains 13923 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 10677 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62530 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12837 members 
Mstep: Class 22 contains 33549 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 150483 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5523 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13319 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490880.000000 Penalty: 106358.804688
Iteration 189Q: 33 clusters Score -9.549088e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 14890 members 
Mstep: Class 3 contains 8959 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195449 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23521 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 25537 members 
Mstep: Class 13 contains 10572 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62526 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 33558 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 150680 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5520 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13317 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490992.000000 Penalty: 106358.804688
Iteration 190Q: 33 clusters Score -9.549099e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 14891 members 
Mstep: Class 3 contains 8957 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195336 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23525 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 13915 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25537 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62523 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 33561 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 150910 members 
Mstep: Class 26 contains 5099 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5519 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13319 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491328.000000 Penalty: 106358.804688
Iteration 191Q: 33 clusters Score -9.549133e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 8949 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195218 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23527 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25537 members 
Mstep: Class 13 contains 10314 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62518 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 33562 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 151175 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13324 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491472.000000 Penalty: 106358.804688
Iteration 192Q: 33 clusters Score -9.549147e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 14900 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 195121 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62515 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12836 members 
Mstep: Class 22 contains 33557 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 151389 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491728.000000 Penalty: 106358.804688
Iteration 193Q: 33 clusters Score -9.549173e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194972 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23526 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 13913 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 10126 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62512 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12837 members 
Mstep: Class 22 contains 33556 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 151627 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13344 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491984.000000 Penalty: 106358.804688
Iteration 194Q: 33 clusters Score -9.549198e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 14892 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194796 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23526 members 
Mstep: Class 9 contains 7767 members 
Mstep: Class 10 contains 13917 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10074 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62513 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12837 members 
Mstep: Class 22 contains 33557 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 151854 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13345 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492008.000000 Penalty: 106358.804688
Iteration 195Q: 33 clusters Score -9.549201e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194602 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23531 members 
Mstep: Class 9 contains 7771 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10022 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62511 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12834 members 
Mstep: Class 22 contains 33562 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152086 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13351 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491912.000000 Penalty: 106358.804688
Iteration 196Q: 33 clusters Score -9.549191e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194401 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23533 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 13914 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10012 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62508 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12834 members 
Mstep: Class 22 contains 33559 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152301 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13347 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492112.000000 Penalty: 106358.804688
Iteration 197Q: 33 clusters Score -9.549211e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 8883 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194230 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23537 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 10 contains 13918 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10021 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62511 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12834 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152480 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13338 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492200.000000 Penalty: 106358.804688
Iteration 198Q: 33 clusters Score -9.54922e+07 nChanged 576
Entering ConstructFrom: 
Score: -95492200.000000 Penalty: 106358.804688
Entering ConstructFrom: 
Trying to split cluster 1 (48461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Entering Unmasked Estep 
Score: -7104991.500000 Penalty: 2675.551758
	Iteration 0F: 2 clusters Score -7104992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -7072234.500000 Penalty: 5351.103516
	Iteration 0F: 3 clusters Score -7072234 nChanged 22491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -7085088.500000 Penalty: 5351.103516
	Iteration 1F: 3 clusters Score -7085088 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -7085813.000000 Penalty: 5351.103516
	Iteration 2Q: 3 clusters Score -7085813 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -7086528.500000 Penalty: 5351.103516
	Iteration 3Q: 3 clusters Score -7086528 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -7087425.000000 Penalty: 5351.103516
	Iteration 4Q: 3 clusters Score -7087425 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -7088533.500000 Penalty: 5351.103516
	Iteration 5Q: 3 clusters Score -7088534 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -7089785.000000 Penalty: 5351.103516
	Iteration 6F: 3 clusters Score -7089785 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -7091142.000000 Penalty: 5351.103516
	Iteration 7F: 3 clusters Score -7091142 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -7092453.500000 Penalty: 5351.103516
	Iteration 8F: 3 clusters Score -7092454 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -7094019.500000 Penalty: 5351.103516
	Iteration 9F: 3 clusters Score -7094020 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7095572.000000 Penalty: 5351.103516
	Iteration 10Q: 3 clusters Score -7095572 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -7096730.000000 Penalty: 5351.103516
	Iteration 11Q: 3 clusters Score -7096730 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -7097447.000000 Penalty: 5351.103516
	Iteration 12Q: 3 clusters Score -7097447 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -7097890.500000 Penalty: 5351.103516
	Iteration 13Q: 3 clusters Score -7097890 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -7098147.000000 Penalty: 5351.103516
	Iteration 14Q: 3 clusters Score -7098147 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -7098333.500000 Penalty: 5351.103516
	Iteration 15Q: 3 clusters Score -7098334 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -7098478.000000 Penalty: 5351.103516
	Iteration 16Q: 3 clusters Score -7098478 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -7098621.000000 Penalty: 5351.103516
	Iteration 17Q: 3 clusters Score -7098621 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7098730.500000 Penalty: 5351.103516
	Iteration 18Q: 3 clusters Score -7098730 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -7098866.000000 Penalty: 5351.103516
	Iteration 19Q: 3 clusters Score -7098866 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -7098941.000000 Penalty: 5351.103516
	Iteration 20F: 3 clusters Score -7098941 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -7099060.500000 Penalty: 5351.103516
	Iteration 21Q: 3 clusters Score -7099060 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -7099160.500000 Penalty: 5351.103516
	Iteration 22Q: 3 clusters Score -7099160 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -7099224.500000 Penalty: 5351.103516
	Iteration 23Q: 3 clusters Score -7099224 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -7099311.500000 Penalty: 5351.103516
	Iteration 24Q: 3 clusters Score -7099312 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -7099426.000000 Penalty: 5351.103516
	Iteration 25Q: 3 clusters Score -7099426 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -7099500.500000 Penalty: 5351.103516
	Iteration 26Q: 3 clusters Score -7099500 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -7099563.000000 Penalty: 5351.103516
	Iteration 27Q: 3 clusters Score -7099563 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7099601.000000 Penalty: 5351.103516
	Iteration 28Q: 3 clusters Score -7099601 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -7099676.000000 Penalty: 5351.103516
	Iteration 29Q: 3 clusters Score -7099676 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -7099729.000000 Penalty: 5351.103516
	Iteration 30Q: 3 clusters Score -7099729 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -7099806.000000 Penalty: 5351.103516
	Iteration 31Q: 3 clusters Score -7099806 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -7099845.500000 Penalty: 5351.103516
	Iteration 32Q: 3 clusters Score -7099846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -7099913.500000 Penalty: 5351.103516
	Iteration 33Q: 3 clusters Score -7099914 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -7100004.000000 Penalty: 5351.103516
	Iteration 34Q: 3 clusters Score -7100004 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -7100113.500000 Penalty: 5351.103516
	Iteration 35Q: 3 clusters Score -7100114 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7100206.000000 Penalty: 5351.103516
	Iteration 36Q: 3 clusters Score -7100206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -7100303.000000 Penalty: 5351.103516
	Iteration 37Q: 3 clusters Score -7100303 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7100392.000000 Penalty: 5351.103516
	Iteration 38Q: 3 clusters Score -7100392 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -7100532.000000 Penalty: 5351.103516
	Iteration 39Q: 3 clusters Score -7100532 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -7100659.500000 Penalty: 5351.103516
	Iteration 40F: 3 clusters Score -7100660 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -7100755.000000 Penalty: 5351.103516
	Iteration 41Q: 3 clusters Score -7100755 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -7100867.500000 Penalty: 5351.103516
	Iteration 42Q: 3 clusters Score -7100868 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -7100995.000000 Penalty: 5351.103516
	Iteration 43Q: 3 clusters Score -7100995 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -7101132.500000 Penalty: 5351.103516
	Iteration 44Q: 3 clusters Score -7101132 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -7101278.500000 Penalty: 5351.103516
	Iteration 45Q: 3 clusters Score -7101278 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -7101427.500000 Penalty: 5351.103516
	Iteration 46Q: 3 clusters Score -7101428 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -7101577.500000 Penalty: 5351.103516
	Iteration 47Q: 3 clusters Score -7101578 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -7101671.000000 Penalty: 5351.103516
	Iteration 48Q: 3 clusters Score -7101671 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -7101789.500000 Penalty: 5351.103516
	Iteration 49Q: 3 clusters Score -7101790 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -7101886.500000 Penalty: 5351.103516
	Iteration 50Q: 3 clusters Score -7101886 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -7101965.000000 Penalty: 5351.103516
	Iteration 51Q: 3 clusters Score -7101965 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -7102082.000000 Penalty: 5351.103516
	Iteration 52Q: 3 clusters Score -7102082 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -7102190.000000 Penalty: 5351.103516
	Iteration 53Q: 3 clusters Score -7102190 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -7102280.500000 Penalty: 5351.103516
	Iteration 54Q: 3 clusters Score -7102280 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -7102347.500000 Penalty: 5351.103516
	Iteration 55Q: 3 clusters Score -7102348 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -7102417.000000 Penalty: 5351.103516
	Iteration 56Q: 3 clusters Score -7102417 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -7102515.000000 Penalty: 5351.103516
	Iteration 57Q: 3 clusters Score -7102515 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -7102586.000000 Penalty: 5351.103516
	Iteration 58Q: 3 clusters Score -7102586 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -7102657.500000 Penalty: 5351.103516
	Iteration 59Q: 3 clusters Score -7102658 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -7102687.000000 Penalty: 5351.103516
	Iteration 60F: 3 clusters Score -7102687 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -7102717.000000 Penalty: 5351.103516
	Iteration 61Q: 3 clusters Score -7102717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -7102744.000000 Penalty: 5351.103516
	Iteration 62Q: 3 clusters Score -7102744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -7102784.000000 Penalty: 5351.103516
	Iteration 63Q: 3 clusters Score -7102784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -7102814.000000 Penalty: 5351.103516
	Iteration 64Q: 3 clusters Score -7102814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -7102830.500000 Penalty: 5351.103516
	Iteration 65Q: 3 clusters Score -7102830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -7102851.000000 Penalty: 5351.103516
	Iteration 66Q: 3 clusters Score -7102851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -7102873.000000 Penalty: 5351.103516
	Iteration 67Q: 3 clusters Score -7102873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -7102874.000000 Penalty: 5351.103516
	Iteration 68Q: 3 clusters Score -7102874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -7102888.000000 Penalty: 5351.103516
	Iteration 69Q: 3 clusters Score -7102888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -7102898.500000 Penalty: 5351.103516
	Iteration 70Q: 3 clusters Score -7102898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -7102904.500000 Penalty: 5351.103516
	Iteration 71Q: 3 clusters Score -7102904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -7102901.500000 Penalty: 5351.103516
	Iteration 72Q: 3 clusters Score -7102902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -7102921.500000 Penalty: 5351.103516
	Iteration 73Q: 3 clusters Score -7102922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -7102923.000000 Penalty: 5351.103516
	Iteration 74Q: 3 clusters Score -7102923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -7102930.500000 Penalty: 5351.103516
	Iteration 75Q: 3 clusters Score -7102930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -7102932.000000 Penalty: 5351.103516
	Iteration 76Q: 3 clusters Score -7102932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -7102937.500000 Penalty: 5351.103516
	Iteration 77Q: 3 clusters Score -7102938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -7102936.500000 Penalty: 5351.103516
	Iteration 78Q: 3 clusters Score -7102936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -7102941.000000 Penalty: 5351.103516
	Iteration 79Q: 3 clusters Score -7102941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -7102945.000000 Penalty: 5351.103516
	Iteration 80F: 3 clusters Score -7102945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -7102953.500000 Penalty: 5351.103516
	Iteration 81Q: 3 clusters Score -7102954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -7102954.500000 Penalty: 5351.103516
	Iteration 82Q: 3 clusters Score -7102954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -7102953.000000 Penalty: 5351.103516
	Iteration 83Q: 3 clusters Score -7102953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -7102956.500000 Penalty: 5351.103516
	Iteration 84Q: 3 clusters Score -7102956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -7102959.000000 Penalty: 5351.103516
	Iteration 85Q: 3 clusters Score -7102959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -7102961.000000 Penalty: 5351.103516
	Iteration 86Q: 3 clusters Score -7102961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -7102960.500000 Penalty: 5351.103516
	Iteration 87Q: 3 clusters Score -7102960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -7102962.000000 Penalty: 5351.103516
	Iteration 88Q: 3 clusters Score -7102962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -7102955.500000 Penalty: 5351.103516
	Iteration 89Q: 3 clusters Score -7102956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -7102956.000000 Penalty: 5351.103516
	Iteration 90Q: 3 clusters Score -7102956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -7102960.000000 Penalty: 5351.103516
	Iteration 91Q: 3 clusters Score -7102960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -7102960.000000 Penalty: 5351.103516
	Iteration 92F: 3 clusters Score -7102960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Entering Unmasked Estep 
Score: -2181244.750000 Penalty: 2383.094238
	Iteration 0F: 2 clusters Score -2181245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2170468.500000 Penalty: 4766.188477
	Iteration 0F: 3 clusters Score -2170468 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2174004.750000 Penalty: 4766.188477
	Iteration 1F: 3 clusters Score -2174005 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2174403.000000 Penalty: 4766.188477
	Iteration 2F: 3 clusters Score -2174403 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2174744.250000 Penalty: 4766.188477
	Iteration 3F: 3 clusters Score -2174744 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2175044.750000 Penalty: 4766.188477
	Iteration 4Q: 3 clusters Score -2175045 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2175317.000000 Penalty: 4766.188477
	Iteration 5Q: 3 clusters Score -2175317 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2175600.250000 Penalty: 4766.188477
	Iteration 6Q: 3 clusters Score -2175600 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2175887.500000 Penalty: 4766.188477
	Iteration 7Q: 3 clusters Score -2175888 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2176198.250000 Penalty: 4766.188477
	Iteration 8Q: 3 clusters Score -2176198 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2176606.250000 Penalty: 4766.188477
	Iteration 9Q: 3 clusters Score -2176606 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2177008.000000 Penalty: 4766.188477
	Iteration 10Q: 3 clusters Score -2177008 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2177333.500000 Penalty: 4766.188477
	Iteration 11Q: 3 clusters Score -2177334 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2177551.750000 Penalty: 4766.188477
	Iteration 12Q: 3 clusters Score -2177552 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2177741.500000 Penalty: 4766.188477
	Iteration 13Q: 3 clusters Score -2177742 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2177885.750000 Penalty: 4766.188477
	Iteration 14Q: 3 clusters Score -2177886 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2177987.250000 Penalty: 4766.188477
	Iteration 15Q: 3 clusters Score -2177987 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2178063.250000 Penalty: 4766.188477
	Iteration 16Q: 3 clusters Score -2178063 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2178108.000000 Penalty: 4766.188477
	Iteration 17Q: 3 clusters Score -2178108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2178142.000000 Penalty: 4766.188477
	Iteration 18Q: 3 clusters Score -2178142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2178175.500000 Penalty: 4766.188477
	Iteration 19Q: 3 clusters Score -2178176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2178195.750000 Penalty: 4766.188477
	Iteration 20F: 3 clusters Score -2178196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2178217.000000 Penalty: 4766.188477
	Iteration 21Q: 3 clusters Score -2178217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2178228.500000 Penalty: 4766.188477
	Iteration 22Q: 3 clusters Score -2178228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2178246.500000 Penalty: 4766.188477
	Iteration 23Q: 3 clusters Score -2178246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2178277.250000 Penalty: 4766.188477
	Iteration 24Q: 3 clusters Score -2178277 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2178296.500000 Penalty: 4766.188477
	Iteration 25Q: 3 clusters Score -2178296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2178314.250000 Penalty: 4766.188477
	Iteration 26Q: 3 clusters Score -2178314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2178334.250000 Penalty: 4766.188477
	Iteration 27Q: 3 clusters Score -2178334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2178352.750000 Penalty: 4766.188477
	Iteration 28Q: 3 clusters Score -2178353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2178373.000000 Penalty: 4766.188477
	Iteration 29Q: 3 clusters Score -2178373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2178380.750000 Penalty: 4766.188477
	Iteration 30Q: 3 clusters Score -2178381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2178386.500000 Penalty: 4766.188477
	Iteration 31Q: 3 clusters Score -2178386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2178395.500000 Penalty: 4766.188477
	Iteration 32Q: 3 clusters Score -2178396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2178397.250000 Penalty: 4766.188477
	Iteration 33Q: 3 clusters Score -2178397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2178404.500000 Penalty: 4766.188477
	Iteration 34Q: 3 clusters Score -2178404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2178411.250000 Penalty: 4766.188477
	Iteration 35Q: 3 clusters Score -2178411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2178425.000000 Penalty: 4766.188477
	Iteration 36Q: 3 clusters Score -2178425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2178433.750000 Penalty: 4766.188477
	Iteration 37Q: 3 clusters Score -2178434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2178433.500000 Penalty: 4766.188477
	Iteration 38Q: 3 clusters Score -2178434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2178437.000000 Penalty: 4766.188477
	Iteration 39Q: 3 clusters Score -2178437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2178443.500000 Penalty: 4766.188477
	Iteration 40F: 3 clusters Score -2178444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2178447.250000 Penalty: 4766.188477
	Iteration 41Q: 3 clusters Score -2178447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2178449.000000 Penalty: 4766.188477
	Iteration 42Q: 3 clusters Score -2178449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2178454.250000 Penalty: 4766.188477
	Iteration 43Q: 3 clusters Score -2178454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2178454.500000 Penalty: 4766.188477
	Iteration 44Q: 3 clusters Score -2178454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2178458.000000 Penalty: 4766.188477
	Iteration 45Q: 3 clusters Score -2178458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2178458.750000 Penalty: 4766.188477
	Iteration 46Q: 3 clusters Score -2178459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2178456.250000 Penalty: 4766.188477
	Iteration 47Q: 3 clusters Score -2178456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2178463.750000 Penalty: 4766.188477
	Iteration 48Q: 3 clusters Score -2178464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2178462.500000 Penalty: 4766.188477
	Iteration 49Q: 3 clusters Score -2178462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2178460.250000 Penalty: 4766.188477
	Iteration 50Q: 3 clusters Score -2178460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2178467.750000 Penalty: 4766.188477
	Iteration 51Q: 3 clusters Score -2178468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2178467.500000 Penalty: 4766.188477
	Iteration 52Q: 3 clusters Score -2178468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2178473.250000 Penalty: 4766.188477
	Iteration 53Q: 3 clusters Score -2178473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2178473.000000 Penalty: 4766.188477
	Iteration 54Q: 3 clusters Score -2178473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2178480.000000 Penalty: 4766.188477
	Iteration 55Q: 3 clusters Score -2178480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2178479.000000 Penalty: 4766.188477
	Iteration 56Q: 3 clusters Score -2178479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2178485.250000 Penalty: 4766.188477
	Iteration 57Q: 3 clusters Score -2178485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2178488.250000 Penalty: 4766.188477
	Iteration 58Q: 3 clusters Score -2178488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2178492.250000 Penalty: 4766.188477
	Iteration 59Q: 3 clusters Score -2178492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2178487.750000 Penalty: 4766.188477
	Iteration 60F: 3 clusters Score -2178488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2178489.500000 Penalty: 4766.188477
	Iteration 61Q: 3 clusters Score -2178490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2178487.750000 Penalty: 4766.188477
	Iteration 62Q: 3 clusters Score -2178488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2178493.000000 Penalty: 4766.188477
	Iteration 63Q: 3 clusters Score -2178493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2178491.250000 Penalty: 4766.188477
	Iteration 64Q: 3 clusters Score -2178491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2178491.500000 Penalty: 4766.188477
	Iteration 65Q: 3 clusters Score -2178492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2178491.500000 Penalty: 4766.188477
	Iteration 66F: 3 clusters Score -2178492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Entering Unmasked Estep 
Score: -1281932.750000 Penalty: 2254.482422
	Iteration 0F: 2 clusters Score -1281933 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 4457 members 
Entering Unmasked Estep 
Score: -1274976.125000 Penalty: 4508.964844
	Iteration 0F: 3 clusters Score -1274976 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1277046.125000 Penalty: 4508.964844
	Iteration 1F: 3 clusters Score -1277046 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1277349.000000 Penalty: 4508.964844
	Iteration 2F: 3 clusters Score -1277349 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1277576.000000 Penalty: 4508.964844
	Iteration 3F: 3 clusters Score -1277576 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1277775.500000 Penalty: 4508.964844
	Iteration 4Q: 3 clusters Score -1277776 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1277996.250000 Penalty: 4508.964844
	Iteration 5Q: 3 clusters Score -1277996 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1278227.250000 Penalty: 4508.964844
	Iteration 6Q: 3 clusters Score -1278227 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1278461.500000 Penalty: 4508.964844
	Iteration 7Q: 3 clusters Score -1278462 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1278702.375000 Penalty: 4508.964844
	Iteration 8Q: 3 clusters Score -1278702 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1278938.875000 Penalty: 4508.964844
	Iteration 9Q: 3 clusters Score -1278939 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1279145.500000 Penalty: 4508.964844
	Iteration 10Q: 3 clusters Score -1279146 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1279322.125000 Penalty: 4508.964844
	Iteration 11Q: 3 clusters Score -1279322 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1279471.875000 Penalty: 4508.964844
	Iteration 12Q: 3 clusters Score -1279472 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1279580.125000 Penalty: 4508.964844
	Iteration 13Q: 3 clusters Score -1279580 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1279665.375000 Penalty: 4508.964844
	Iteration 14Q: 3 clusters Score -1279665 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1279743.875000 Penalty: 4508.964844
	Iteration 15Q: 3 clusters Score -1279744 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1279791.875000 Penalty: 4508.964844
	Iteration 16Q: 3 clusters Score -1279792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1279822.500000 Penalty: 4508.964844
	Iteration 17Q: 3 clusters Score -1279822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1279848.750000 Penalty: 4508.964844
	Iteration 18Q: 3 clusters Score -1279849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1279870.375000 Penalty: 4508.964844
	Iteration 19Q: 3 clusters Score -1279870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1279884.375000 Penalty: 4508.964844
	Iteration 20F: 3 clusters Score -1279884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1279897.250000 Penalty: 4508.964844
	Iteration 21Q: 3 clusters Score -1279897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1279913.250000 Penalty: 4508.964844
	Iteration 22Q: 3 clusters Score -1279913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1279926.875000 Penalty: 4508.964844
	Iteration 23Q: 3 clusters Score -1279927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1279933.625000 Penalty: 4508.964844
	Iteration 24Q: 3 clusters Score -1279934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1279939.750000 Penalty: 4508.964844
	Iteration 25Q: 3 clusters Score -1279940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1279946.375000 Penalty: 4508.964844
	Iteration 26Q: 3 clusters Score -1279946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1279949.000000 Penalty: 4508.964844
	Iteration 27Q: 3 clusters Score -1279949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1279955.625000 Penalty: 4508.964844
	Iteration 28Q: 3 clusters Score -1279956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1279963.500000 Penalty: 4508.964844
	Iteration 29Q: 3 clusters Score -1279964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1279965.750000 Penalty: 4508.964844
	Iteration 30Q: 3 clusters Score -1279966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1279971.875000 Penalty: 4508.964844
	Iteration 31Q: 3 clusters Score -1279972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1279976.625000 Penalty: 4508.964844
	Iteration 32Q: 3 clusters Score -1279977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1279983.500000 Penalty: 4508.964844
	Iteration 33Q: 3 clusters Score -1279984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1279987.000000 Penalty: 4508.964844
	Iteration 34Q: 3 clusters Score -1279987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1279991.750000 Penalty: 4508.964844
	Iteration 35Q: 3 clusters Score -1279992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1279996.250000 Penalty: 4508.964844
	Iteration 36Q: 3 clusters Score -1279996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1280001.000000 Penalty: 4508.964844
	Iteration 37Q: 3 clusters Score -1280001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1280007.000000 Penalty: 4508.964844
	Iteration 38Q: 3 clusters Score -1280007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1280015.875000 Penalty: 4508.964844
	Iteration 39Q: 3 clusters Score -1280016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1280024.625000 Penalty: 4508.964844
	Iteration 40F: 3 clusters Score -1280025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1280026.750000 Penalty: 4508.964844
	Iteration 41Q: 3 clusters Score -1280027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1280036.125000 Penalty: 4508.964844
	Iteration 42Q: 3 clusters Score -1280036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1280043.250000 Penalty: 4508.964844
	Iteration 43Q: 3 clusters Score -1280043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1280048.375000 Penalty: 4508.964844
	Iteration 44Q: 3 clusters Score -1280048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1280055.375000 Penalty: 4508.964844
	Iteration 45Q: 3 clusters Score -1280055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1280062.875000 Penalty: 4508.964844
	Iteration 46Q: 3 clusters Score -1280063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1280068.375000 Penalty: 4508.964844
	Iteration 47Q: 3 clusters Score -1280068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1280072.250000 Penalty: 4508.964844
	Iteration 48Q: 3 clusters Score -1280072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1280076.500000 Penalty: 4508.964844
	Iteration 49Q: 3 clusters Score -1280076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1280080.875000 Penalty: 4508.964844
	Iteration 50Q: 3 clusters Score -1280081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1280081.000000 Penalty: 4508.964844
	Iteration 51Q: 3 clusters Score -1280081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1280087.500000 Penalty: 4508.964844
	Iteration 52Q: 3 clusters Score -1280088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1280090.875000 Penalty: 4508.964844
	Iteration 53Q: 3 clusters Score -1280091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1280094.250000 Penalty: 4508.964844
	Iteration 54Q: 3 clusters Score -1280094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1280098.000000 Penalty: 4508.964844
	Iteration 55Q: 3 clusters Score -1280098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1280099.250000 Penalty: 4508.964844
	Iteration 56Q: 3 clusters Score -1280099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1280103.250000 Penalty: 4508.964844
	Iteration 57Q: 3 clusters Score -1280103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1280105.000000 Penalty: 4508.964844
	Iteration 58Q: 3 clusters Score -1280105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1280105.250000 Penalty: 4508.964844
	Iteration 59Q: 3 clusters Score -1280105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1280108.000000 Penalty: 4508.964844
	Iteration 60F: 3 clusters Score -1280108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1280107.750000 Penalty: 4508.964844
	Iteration 61Q: 3 clusters Score -1280108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1280107.500000 Penalty: 4508.964844
	Iteration 62Q: 3 clusters Score -1280108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1280108.625000 Penalty: 4508.964844
	Iteration 63Q: 3 clusters Score -1280109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1280110.000000 Penalty: 4508.964844
	Iteration 64Q: 3 clusters Score -1280110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1280110.000000 Penalty: 4508.964844
	Iteration 65F: 3 clusters Score -1280110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -204826.734375 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -204826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -202368.765625 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -202368.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202780.140625 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -202780.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202914.812500 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -202914.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202972.546875 Penalty: 3704.382812
	Iteration 3Q: 3 clusters Score -202972.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -203034.890625 Penalty: 3704.382812
	Iteration 4Q: 3 clusters Score -203034.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -203085.578125 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -203085.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -203131.531250 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -203131.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -203173.656250 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -203173.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -203211.484375 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -203211.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -203270.750000 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -203270.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -203331.703125 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -203331.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -203394.062500 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -203394.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203449.562500 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -203449.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -203508.359375 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -203508.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -203566.890625 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -203566.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -203621.062500 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -203621.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203675.406250 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -203675.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -203714.796875 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -203714.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -203740.890625 Penalty: 3704.382812
	Iteration 18Q: 3 clusters Score -203740.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203766.125000 Penalty: 3704.382812
	Iteration 19Q: 3 clusters Score -203766.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -203776.671875 Penalty: 3704.382812
	Iteration 20F: 3 clusters Score -203776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -203782.500000 Penalty: 3704.382812
	Iteration 21Q: 3 clusters Score -203782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -203785.140625 Penalty: 3704.382812
	Iteration 22Q: 3 clusters Score -203785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203786.781250 Penalty: 3704.382812
	Iteration 23Q: 3 clusters Score -203786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203790.531250 Penalty: 3704.382812
	Iteration 24Q: 3 clusters Score -203790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203792.625000 Penalty: 3704.382812
	Iteration 25Q: 3 clusters Score -203792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203792.625000 Penalty: 3704.382812
	Iteration 26F: 3 clusters Score -203792.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (194083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194083 members 
Entering Unmasked Estep 
Score: -29010778.000000 Penalty: 3019.658203
	Iteration 0F: 2 clusters Score -2.901078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -28883194.000000 Penalty: 6039.316406
	Iteration 0F: 3 clusters Score -2.888319e+07 nChanged 93230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -28937438.000000 Penalty: 6039.316406
	Iteration 1F: 3 clusters Score -2.893744e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -28938778.000000 Penalty: 6039.316406
	Iteration 2Q: 3 clusters Score -2.893878e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -28940144.000000 Penalty: 6039.316406
	Iteration 3Q: 3 clusters Score -2.894014e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -28942216.000000 Penalty: 6039.316406
	Iteration 4Q: 3 clusters Score -2.894222e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -28944724.000000 Penalty: 6039.316406
	Iteration 5Q: 3 clusters Score -2.894472e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -28948444.000000 Penalty: 6039.316406
	Iteration 6Q: 3 clusters Score -2.894844e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -28954646.000000 Penalty: 6039.316406
	Iteration 7F: 3 clusters Score -2.895465e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -28963304.000000 Penalty: 6039.316406
	Iteration 8F: 3 clusters Score -2.89633e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -28972704.000000 Penalty: 6039.316406
	Iteration 9F: 3 clusters Score -2.89727e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -28978316.000000 Penalty: 6039.316406
	Iteration 10F: 3 clusters Score -2.897832e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -28979980.000000 Penalty: 6039.316406
	Iteration 11Q: 3 clusters Score -2.897998e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -28980804.000000 Penalty: 6039.316406
	Iteration 12Q: 3 clusters Score -2.89808e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -28981222.000000 Penalty: 6039.316406
	Iteration 13Q: 3 clusters Score -2.898122e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -28981378.000000 Penalty: 6039.316406
	Iteration 14Q: 3 clusters Score -2.898138e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -28981594.000000 Penalty: 6039.316406
	Iteration 15Q: 3 clusters Score -2.898159e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -28981666.000000 Penalty: 6039.316406
	Iteration 16Q: 3 clusters Score -2.898167e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -28981780.000000 Penalty: 6039.316406
	Iteration 17Q: 3 clusters Score -2.898178e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -28981962.000000 Penalty: 6039.316406
	Iteration 18Q: 3 clusters Score -2.898196e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -28982104.000000 Penalty: 6039.316406
	Iteration 19Q: 3 clusters Score -2.89821e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -28982322.000000 Penalty: 6039.316406
	Iteration 20F: 3 clusters Score -2.898232e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -28982644.000000 Penalty: 6039.316406
	Iteration 21Q: 3 clusters Score -2.898264e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -28982910.000000 Penalty: 6039.316406
	Iteration 22Q: 3 clusters Score -2.898291e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122067 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -28983104.000000 Penalty: 6039.316406
	Iteration 23Q: 3 clusters Score -2.89831e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -28983108.000000 Penalty: 6039.316406
	Iteration 24Q: 3 clusters Score -2.898311e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124219 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -28983280.000000 Penalty: 6039.316406
	Iteration 25Q: 3 clusters Score -2.898328e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -28983440.000000 Penalty: 6039.316406
	Iteration 26Q: 3 clusters Score -2.898344e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126698 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -28983556.000000 Penalty: 6039.316406
	Iteration 27Q: 3 clusters Score -2.898356e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -28983754.000000 Penalty: 6039.316406
	Iteration 28Q: 3 clusters Score -2.898375e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129440 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -28984008.000000 Penalty: 6039.316406
	Iteration 29Q: 3 clusters Score -2.898401e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130933 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -28984318.000000 Penalty: 6039.316406
	Iteration 30Q: 3 clusters Score -2.898432e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132585 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -28984498.000000 Penalty: 6039.316406
	Iteration 31Q: 3 clusters Score -2.89845e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134296 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -28984628.000000 Penalty: 6039.316406
	Iteration 32Q: 3 clusters Score -2.898463e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136217 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -28984930.000000 Penalty: 6039.316406
	Iteration 33Q: 3 clusters Score -2.898493e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138238 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -28985236.000000 Penalty: 6039.316406
	Iteration 34Q: 3 clusters Score -2.898524e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -28985592.000000 Penalty: 6039.316406
	Iteration 35Q: 3 clusters Score -2.898559e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -28986070.000000 Penalty: 6039.316406
	Iteration 36Q: 3 clusters Score -2.898607e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -28986438.000000 Penalty: 6039.316406
	Iteration 37Q: 3 clusters Score -2.898644e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -28986962.000000 Penalty: 6039.316406
	Iteration 38Q: 3 clusters Score -2.898696e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -28987884.000000 Penalty: 6039.316406
	Iteration 39Q: 3 clusters Score -2.898788e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -28988664.000000 Penalty: 6039.316406
	Iteration 40F: 3 clusters Score -2.898866e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -28989642.000000 Penalty: 6039.316406
	Iteration 41Q: 3 clusters Score -2.898964e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160664 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -28990902.000000 Penalty: 6039.316406
	Iteration 42Q: 3 clusters Score -2.89909e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -28991968.000000 Penalty: 6039.316406
	Iteration 43Q: 3 clusters Score -2.899197e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -28993396.000000 Penalty: 6039.316406
	Iteration 44Q: 3 clusters Score -2.89934e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171355 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -28995050.000000 Penalty: 6039.316406
	Iteration 45Q: 3 clusters Score -2.899505e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174761 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -28996800.000000 Penalty: 6039.316406
	Iteration 46Q: 3 clusters Score -2.89968e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178080 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -28998530.000000 Penalty: 6039.316406
	Iteration 47Q: 3 clusters Score -2.899853e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -29000256.000000 Penalty: 6039.316406
	Iteration 48Q: 3 clusters Score -2.900026e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183875 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -29001830.000000 Penalty: 6039.316406
	Iteration 49Q: 3 clusters Score -2.900183e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186246 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -29003398.000000 Penalty: 6039.316406
	Iteration 50Q: 3 clusters Score -2.90034e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188184 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -29004706.000000 Penalty: 6039.316406
	Iteration 51Q: 3 clusters Score -2.900471e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189784 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -29005704.000000 Penalty: 6039.316406
	Iteration 52Q: 3 clusters Score -2.90057e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190936 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -29006490.000000 Penalty: 6039.316406
	Iteration 53Q: 3 clusters Score -2.900649e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191725 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -29006956.000000 Penalty: 6039.316406
	Iteration 54Q: 3 clusters Score -2.900696e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192264 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -29007376.000000 Penalty: 6039.316406
	Iteration 55Q: 3 clusters Score -2.900738e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192616 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -29007606.000000 Penalty: 6039.316406
	Iteration 56Q: 3 clusters Score -2.900761e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192824 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -29007724.000000 Penalty: 6039.316406
	Iteration 57Q: 3 clusters Score -2.900772e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192971 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -29007868.000000 Penalty: 6039.316406
	Iteration 58Q: 3 clusters Score -2.900787e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -29007926.000000 Penalty: 6039.316406
	Iteration 59Q: 3 clusters Score -2.900793e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29007936.000000 Penalty: 6039.316406
	Iteration 60F: 3 clusters Score -2.900794e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193217 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -29007992.000000 Penalty: 6039.316406
	Iteration 61Q: 3 clusters Score -2.900799e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193257 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -29008006.000000 Penalty: 6039.316406
	Iteration 62Q: 3 clusters Score -2.900801e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193302 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -29008034.000000 Penalty: 6039.316406
	Iteration 63Q: 3 clusters Score -2.900803e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193336 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -29008056.000000 Penalty: 6039.316406
	Iteration 64Q: 3 clusters Score -2.900806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193361 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -29008070.000000 Penalty: 6039.316406
	Iteration 65Q: 3 clusters Score -2.900807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193381 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -29008080.000000 Penalty: 6039.316406
	Iteration 66Q: 3 clusters Score -2.900808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193395 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -29008094.000000 Penalty: 6039.316406
	Iteration 67Q: 3 clusters Score -2.900809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193401 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -29008130.000000 Penalty: 6039.316406
	Iteration 68Q: 3 clusters Score -2.900813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193408 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -29008118.000000 Penalty: 6039.316406
	Iteration 69Q: 3 clusters Score -2.900812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193413 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29008104.000000 Penalty: 6039.316406
	Iteration 70Q: 3 clusters Score -2.90081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193417 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -29008108.000000 Penalty: 6039.316406
	Iteration 71Q: 3 clusters Score -2.900811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193419 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29008116.000000 Penalty: 6039.316406
	Iteration 72Q: 3 clusters Score -2.900812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -29008116.000000 Penalty: 6039.316406
	Iteration 73Q: 3 clusters Score -2.900812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -29008134.000000 Penalty: 6039.316406
	Iteration 74Q: 3 clusters Score -2.900813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193428 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -29008134.000000 Penalty: 6039.316406
	Iteration 75Q: 3 clusters Score -2.900813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193429 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -29008138.000000 Penalty: 6039.316406
	Iteration 76Q: 3 clusters Score -2.900814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193430 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -29008144.000000 Penalty: 6039.316406
	Iteration 77Q: 3 clusters Score -2.900814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193430 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -29008144.000000 Penalty: 6039.316406
	Iteration 78F: 3 clusters Score -2.900814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -214890.187500 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -214890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -212675.703125 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -212675.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213083.968750 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -213084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -213256.796875 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -213256.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213368.062500 Penalty: 3610.542236
	Iteration 3F: 3 clusters Score -213368.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -213422.875000 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -213422.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -213479.078125 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -213479.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213525.125000 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -213525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -213554.484375 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -213554.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -213576.859375 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -213576.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -213599.656250 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -213599.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -213621.015625 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -213621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -213640.250000 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -213640.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -213658.093750 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -213658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -213669.812500 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -213669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213678.453125 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -213678.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213684.734375 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -213684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -213688.109375 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -213688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213689.578125 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -213689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213692.015625 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -213692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -213693.687500 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -213693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -213696.828125 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -213696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -38130.000000 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -38130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37153.148438 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -37153.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37455.785156 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -37455.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -37632.035156 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -37632.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -37667.156250 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -37667.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -37703.257812 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -37703.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -37733.835938 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -37733.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -37733.835938 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -37733.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Entering Unmasked Estep 
Score: -3234476.500000 Penalty: 2496.502441
	Iteration 0F: 2 clusters Score -3234476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3218097.500000 Penalty: 4993.004883
	Iteration 0F: 3 clusters Score -3218098 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3223901.250000 Penalty: 4993.004883
	Iteration 1F: 3 clusters Score -3223901 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3224616.750000 Penalty: 4993.004883
	Iteration 2F: 3 clusters Score -3224617 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3225254.250000 Penalty: 4993.004883
	Iteration 3F: 3 clusters Score -3225254 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3225880.000000 Penalty: 4993.004883
	Iteration 4F: 3 clusters Score -3225880 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3226519.250000 Penalty: 4993.004883
	Iteration 5F: 3 clusters Score -3226519 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3227173.500000 Penalty: 4993.004883
	Iteration 6Q: 3 clusters Score -3227174 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3227843.250000 Penalty: 4993.004883
	Iteration 7Q: 3 clusters Score -3227843 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3228514.500000 Penalty: 4993.004883
	Iteration 8Q: 3 clusters Score -3228514 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3229165.750000 Penalty: 4993.004883
	Iteration 9Q: 3 clusters Score -3229166 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3229670.500000 Penalty: 4993.004883
	Iteration 10Q: 3 clusters Score -3229670 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3230004.000000 Penalty: 4993.004883
	Iteration 11Q: 3 clusters Score -3230004 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3230185.500000 Penalty: 4993.004883
	Iteration 12Q: 3 clusters Score -3230186 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3230297.250000 Penalty: 4993.004883
	Iteration 13Q: 3 clusters Score -3230297 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3230384.000000 Penalty: 4993.004883
	Iteration 14Q: 3 clusters Score -3230384 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3230445.500000 Penalty: 4993.004883
	Iteration 15Q: 3 clusters Score -3230446 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3230513.250000 Penalty: 4993.004883
	Iteration 16Q: 3 clusters Score -3230513 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3230576.500000 Penalty: 4993.004883
	Iteration 17Q: 3 clusters Score -3230576 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3230619.000000 Penalty: 4993.004883
	Iteration 18Q: 3 clusters Score -3230619 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3230638.750000 Penalty: 4993.004883
	Iteration 19Q: 3 clusters Score -3230639 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3230670.750000 Penalty: 4993.004883
	Iteration 20F: 3 clusters Score -3230671 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3230687.000000 Penalty: 4993.004883
	Iteration 21Q: 3 clusters Score -3230687 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3230709.500000 Penalty: 4993.004883
	Iteration 22Q: 3 clusters Score -3230710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3230718.250000 Penalty: 4993.004883
	Iteration 23Q: 3 clusters Score -3230718 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3230732.250000 Penalty: 4993.004883
	Iteration 24Q: 3 clusters Score -3230732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3230769.000000 Penalty: 4993.004883
	Iteration 25Q: 3 clusters Score -3230769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3230786.500000 Penalty: 4993.004883
	Iteration 26Q: 3 clusters Score -3230786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3230790.250000 Penalty: 4993.004883
	Iteration 27Q: 3 clusters Score -3230790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3230799.000000 Penalty: 4993.004883
	Iteration 28Q: 3 clusters Score -3230799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3230816.750000 Penalty: 4993.004883
	Iteration 29Q: 3 clusters Score -3230817 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3230822.750000 Penalty: 4993.004883
	Iteration 30Q: 3 clusters Score -3230823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3230829.500000 Penalty: 4993.004883
	Iteration 31Q: 3 clusters Score -3230830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3230853.750000 Penalty: 4993.004883
	Iteration 32Q: 3 clusters Score -3230854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3230859.250000 Penalty: 4993.004883
	Iteration 33Q: 3 clusters Score -3230859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3230867.250000 Penalty: 4993.004883
	Iteration 34Q: 3 clusters Score -3230867 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3230877.250000 Penalty: 4993.004883
	Iteration 35Q: 3 clusters Score -3230877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3230890.500000 Penalty: 4993.004883
	Iteration 36Q: 3 clusters Score -3230890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3230892.750000 Penalty: 4993.004883
	Iteration 37Q: 3 clusters Score -3230893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3230883.000000 Penalty: 4993.004883
	Iteration 38Q: 3 clusters Score -3230883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3230899.250000 Penalty: 4993.004883
	Iteration 39Q: 3 clusters Score -3230899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3230906.500000 Penalty: 4993.004883
	Iteration 40F: 3 clusters Score -3230906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3230906.500000 Penalty: 4993.004883
	Iteration 41Q: 3 clusters Score -3230906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3230913.000000 Penalty: 4993.004883
	Iteration 42Q: 3 clusters Score -3230913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3230923.000000 Penalty: 4993.004883
	Iteration 43Q: 3 clusters Score -3230923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3230937.000000 Penalty: 4993.004883
	Iteration 44Q: 3 clusters Score -3230937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3230942.000000 Penalty: 4993.004883
	Iteration 45Q: 3 clusters Score -3230942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3230943.750000 Penalty: 4993.004883
	Iteration 46Q: 3 clusters Score -3230944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3230965.000000 Penalty: 4993.004883
	Iteration 47Q: 3 clusters Score -3230965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3230972.500000 Penalty: 4993.004883
	Iteration 48Q: 3 clusters Score -3230972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3230978.000000 Penalty: 4993.004883
	Iteration 49Q: 3 clusters Score -3230978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3230990.500000 Penalty: 4993.004883
	Iteration 50Q: 3 clusters Score -3230990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3230992.250000 Penalty: 4993.004883
	Iteration 51Q: 3 clusters Score -3230992 nChanged 58
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Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3230997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3230991.250000 Penalty: 4993.004883
	Iteration 53Q: 3 clusters Score -3230991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3231001.000000 Penalty: 4993.004883
	Iteration 54Q: 3 clusters Score -3231001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3231008.250000 Penalty: 4993.004883
	Iteration 55Q: 3 clusters Score -3231008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3231009.250000 Penalty: 4993.004883
	Iteration 56Q: 3 clusters Score -3231009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3231026.500000 Penalty: 4993.004883
	Iteration 57Q: 3 clusters Score -3231026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3231019.250000 Penalty: 4993.004883
	Iteration 58Q: 3 clusters Score -3231019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3231022.750000 Penalty: 4993.004883
	Iteration 59Q: 3 clusters Score -3231023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3231025.500000 Penalty: 4993.004883
	Iteration 60F: 3 clusters Score -3231026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3231034.500000 Penalty: 4993.004883
	Iteration 61Q: 3 clusters Score -3231034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3231037.250000 Penalty: 4993.004883
	Iteration 62Q: 3 clusters Score -3231037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3231040.250000 Penalty: 4993.004883
	Iteration 63Q: 3 clusters Score -3231040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3231039.250000 Penalty: 4993.004883
	Iteration 64Q: 3 clusters Score -3231039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3231043.000000 Penalty: 4993.004883
	Iteration 65Q: 3 clusters Score -3231043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3231053.000000 Penalty: 4993.004883
	Iteration 66Q: 3 clusters Score -3231053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3231062.250000 Penalty: 4993.004883
	Iteration 67Q: 3 clusters Score -3231062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3231062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3231071.500000 Penalty: 4993.004883
	Iteration 69Q: 3 clusters Score -3231072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3231071.500000 Penalty: 4993.004883
	Iteration 70Q: 3 clusters Score -3231072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3231071.500000 Penalty: 4993.004883
	Iteration 71Q: 3 clusters Score -3231072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3231064.500000 Penalty: 4993.004883
	Iteration 72Q: 3 clusters Score -3231064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3231067.500000 Penalty: 4993.004883
	Iteration 73Q: 3 clusters Score -3231068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3231069.500000 Penalty: 4993.004883
	Iteration 74Q: 3 clusters Score -3231070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3231074.250000 Penalty: 4993.004883
	Iteration 75Q: 3 clusters Score -3231074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3231075.500000 Penalty: 4993.004883
	Iteration 76Q: 3 clusters Score -3231076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3231080.750000 Penalty: 4993.004883
	Iteration 77Q: 3 clusters Score -3231081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3231077.750000 Penalty: 4993.004883
	Iteration 78Q: 3 clusters Score -3231078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3231079.000000 Penalty: 4993.004883
	Iteration 79Q: 3 clusters Score -3231079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3231076.500000 Penalty: 4993.004883
	Iteration 80F: 3 clusters Score -3231076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3231075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3231071.750000 Penalty: 4993.004883
	Iteration 82Q: 3 clusters Score -3231072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3231075.500000 Penalty: 4993.004883
	Iteration 83Q: 3 clusters Score -3231076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3231079.250000 Penalty: 4993.004883
	Iteration 84Q: 3 clusters Score -3231079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3231079.250000 Penalty: 4993.004883
	Iteration 85Q: 3 clusters Score -3231079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3231082.750000 Penalty: 4993.004883
	Iteration 86Q: 3 clusters Score -3231083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3231082.500000 Penalty: 4993.004883
	Iteration 87Q: 3 clusters Score -3231082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3231080.500000 Penalty: 4993.004883
	Iteration 88Q: 3 clusters Score -3231080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3231078.500000 Penalty: 4993.004883
	Iteration 89Q: 3 clusters Score -3231078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3231082.000000 Penalty: 4993.004883
	Iteration 90Q: 3 clusters Score -3231082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3231084.250000 Penalty: 4993.004883
	Iteration 91Q: 3 clusters Score -3231084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3231082.000000 Penalty: 4993.004883
	Iteration 92Q: 3 clusters Score -3231082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3231081.250000 Penalty: 4993.004883
	Iteration 93Q: 3 clusters Score -3231081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3231080.750000 Penalty: 4993.004883
	Iteration 94Q: 3 clusters Score -3231081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3231081.750000 Penalty: 4993.004883
	Iteration 95Q: 3 clusters Score -3231082 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3231083.000000 Penalty: 4993.004883
	Iteration 96Q: 3 clusters Score -3231083 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13482 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3231082 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3231079.000000 Penalty: 4993.004883
	Iteration 98Q: 3 clusters Score -3231079 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3231083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3231087.750000 Penalty: 4993.004883
	Iteration 100F: 3 clusters Score -3231088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3231083.250000 Penalty: 4993.004883
	Iteration 101Q: 3 clusters Score -3231083 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3231082.500000 Penalty: 4993.004883
	Iteration 102Q: 3 clusters Score -3231082 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3231080 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3231082 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3231084.000000 Penalty: 4993.004883
	Iteration 105Q: 3 clusters Score -3231084 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3231088.750000 Penalty: 4993.004883
	Iteration 106Q: 3 clusters Score -3231089 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3231089.500000 Penalty: 4993.004883
	Iteration 107Q: 3 clusters Score -3231090 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3231094.500000 Penalty: 4993.004883
	Iteration 108Q: 3 clusters Score -3231094 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3231090 nChanged 10
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Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 10010 members 
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	Iteration 110Q: 3 clusters Score -3231089 nChanged 15
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Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3231089.250000 Penalty: 4993.004883
	Iteration 111Q: 3 clusters Score -3231089 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3231090 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3231093.750000 Penalty: 4993.004883
	Iteration 113Q: 3 clusters Score -3231094 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3231102.250000 Penalty: 4993.004883
	Iteration 114Q: 3 clusters Score -3231102 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3231100.500000 Penalty: 4993.004883
	Iteration 115Q: 3 clusters Score -3231100 nChanged 16
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Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3231106.250000 Penalty: 4993.004883
	Iteration 116Q: 3 clusters Score -3231106 nChanged 15
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3231103 nChanged 16
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Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3231101.250000 Penalty: 4993.004883
	Iteration 118Q: 3 clusters Score -3231101 nChanged 14
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Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3231095.750000 Penalty: 4993.004883
	Iteration 119Q: 3 clusters Score -3231096 nChanged 12
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Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3231102 nChanged 8
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Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3231101 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3231096.250000 Penalty: 4993.004883
	Iteration 122Q: 3 clusters Score -3231096 nChanged 5
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3231098 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3231096 nChanged 7
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Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3231100 nChanged 10
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Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3231106 nChanged 8
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Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3231104 nChanged 6
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Entering Unmasked Estep 
Score: -3231109.250000 Penalty: 4993.004883
	Iteration 128Q: 3 clusters Score -3231109 nChanged 7
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Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3231107 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3231100 nChanged 7
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3231107 nChanged 4
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3231107 nChanged 1
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3231110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3231109.500000 Penalty: 4993.004883
	Iteration 134Q: 3 clusters Score -3231110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3231110.000000 Penalty: 4993.004883
	Iteration 135Q: 3 clusters Score -3231110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3231108.500000 Penalty: 4993.004883
	Iteration 136Q: 3 clusters Score -3231108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3231108.500000 Penalty: 4993.004883
	Iteration 137F: 3 clusters Score -3231108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -1142924.500000 Penalty: 2222.132324
	Iteration 0F: 2 clusters Score -1142924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1136721.000000 Penalty: 4444.264648
	Iteration 0F: 3 clusters Score -1136721 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1138453.125000 Penalty: 4444.264648
	Iteration 1F: 3 clusters Score -1138453 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1138762.625000 Penalty: 4444.264648
	Iteration 2F: 3 clusters Score -1138763 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1138984.750000 Penalty: 4444.264648
	Iteration 3F: 3 clusters Score -1138985 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1139184.750000 Penalty: 4444.264648
	Iteration 4Q: 3 clusters Score -1139185 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1139345.875000 Penalty: 4444.264648
	Iteration 5Q: 3 clusters Score -1139346 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1139480.625000 Penalty: 4444.264648
	Iteration 6Q: 3 clusters Score -1139481 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1139595.125000 Penalty: 4444.264648
	Iteration 7Q: 3 clusters Score -1139595 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1139706.375000 Penalty: 4444.264648
	Iteration 8Q: 3 clusters Score -1139706 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1139808.875000 Penalty: 4444.264648
	Iteration 9Q: 3 clusters Score -1139809 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1139898.125000 Penalty: 4444.264648
	Iteration 10Q: 3 clusters Score -1139898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1139978.750000 Penalty: 4444.264648
	Iteration 11Q: 3 clusters Score -1139979 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1140053.500000 Penalty: 4444.264648
	Iteration 12Q: 3 clusters Score -1140054 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1140123.125000 Penalty: 4444.264648
	Iteration 13Q: 3 clusters Score -1140123 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1140231.625000 Penalty: 4444.264648
	Iteration 14Q: 3 clusters Score -1140232 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1140345.375000 Penalty: 4444.264648
	Iteration 15Q: 3 clusters Score -1140345 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1140428.500000 Penalty: 4444.264648
	Iteration 16Q: 3 clusters Score -1140428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1140483.750000 Penalty: 4444.264648
	Iteration 17Q: 3 clusters Score -1140484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1140521.125000 Penalty: 4444.264648
	Iteration 18Q: 3 clusters Score -1140521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1140561.750000 Penalty: 4444.264648
	Iteration 19Q: 3 clusters Score -1140562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1140584.375000 Penalty: 4444.264648
	Iteration 20F: 3 clusters Score -1140584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1140600.875000 Penalty: 4444.264648
	Iteration 21Q: 3 clusters Score -1140601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1140613.125000 Penalty: 4444.264648
	Iteration 22Q: 3 clusters Score -1140613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1140623.500000 Penalty: 4444.264648
	Iteration 23Q: 3 clusters Score -1140624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1140631.625000 Penalty: 4444.264648
	Iteration 24Q: 3 clusters Score -1140632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1140638.875000 Penalty: 4444.264648
	Iteration 25Q: 3 clusters Score -1140639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1140646.625000 Penalty: 4444.264648
	Iteration 26Q: 3 clusters Score -1140647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1140656.875000 Penalty: 4444.264648
	Iteration 27Q: 3 clusters Score -1140657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1140667.000000 Penalty: 4444.264648
	Iteration 28Q: 3 clusters Score -1140667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1140675.125000 Penalty: 4444.264648
	Iteration 29Q: 3 clusters Score -1140675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1140680.375000 Penalty: 4444.264648
	Iteration 30Q: 3 clusters Score -1140680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1140690.000000 Penalty: 4444.264648
	Iteration 31Q: 3 clusters Score -1140690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1140695.500000 Penalty: 4444.264648
	Iteration 32Q: 3 clusters Score -1140696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1140702.250000 Penalty: 4444.264648
	Iteration 33Q: 3 clusters Score -1140702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1140711.125000 Penalty: 4444.264648
	Iteration 34Q: 3 clusters Score -1140711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1140724.750000 Penalty: 4444.264648
	Iteration 35Q: 3 clusters Score -1140725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1140739.375000 Penalty: 4444.264648
	Iteration 36Q: 3 clusters Score -1140739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1140751.250000 Penalty: 4444.264648
	Iteration 37Q: 3 clusters Score -1140751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1140762.875000 Penalty: 4444.264648
	Iteration 38Q: 3 clusters Score -1140763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1140771.250000 Penalty: 4444.264648
	Iteration 39Q: 3 clusters Score -1140771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1140785.125000 Penalty: 4444.264648
	Iteration 40F: 3 clusters Score -1140785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1140792.250000 Penalty: 4444.264648
	Iteration 41Q: 3 clusters Score -1140792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1140804.625000 Penalty: 4444.264648
	Iteration 42Q: 3 clusters Score -1140805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1140809.750000 Penalty: 4444.264648
	Iteration 43Q: 3 clusters Score -1140810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1140815.625000 Penalty: 4444.264648
	Iteration 44Q: 3 clusters Score -1140816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1140819.125000 Penalty: 4444.264648
	Iteration 45Q: 3 clusters Score -1140819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1140826.625000 Penalty: 4444.264648
	Iteration 46Q: 3 clusters Score -1140827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1140832.625000 Penalty: 4444.264648
	Iteration 47Q: 3 clusters Score -1140833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1140839.875000 Penalty: 4444.264648
	Iteration 48Q: 3 clusters Score -1140840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1140850.750000 Penalty: 4444.264648
	Iteration 49Q: 3 clusters Score -1140851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1140859.250000 Penalty: 4444.264648
	Iteration 50Q: 3 clusters Score -1140859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1140869.125000 Penalty: 4444.264648
	Iteration 51Q: 3 clusters Score -1140869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1140882.125000 Penalty: 4444.264648
	Iteration 52Q: 3 clusters Score -1140882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1140895.875000 Penalty: 4444.264648
	Iteration 53Q: 3 clusters Score -1140896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1140906.750000 Penalty: 4444.264648
	Iteration 54Q: 3 clusters Score -1140907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1140915.125000 Penalty: 4444.264648
	Iteration 55Q: 3 clusters Score -1140915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1140921.875000 Penalty: 4444.264648
	Iteration 56Q: 3 clusters Score -1140922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1140929.375000 Penalty: 4444.264648
	Iteration 57Q: 3 clusters Score -1140929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1140938.250000 Penalty: 4444.264648
	Iteration 58Q: 3 clusters Score -1140938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1140952.875000 Penalty: 4444.264648
	Iteration 59Q: 3 clusters Score -1140953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1140966.375000 Penalty: 4444.264648
	Iteration 60F: 3 clusters Score -1140966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1140984.875000 Penalty: 4444.264648
	Iteration 61Q: 3 clusters Score -1140985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1140999.500000 Penalty: 4444.264648
	Iteration 62Q: 3 clusters Score -1141000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1141013.000000 Penalty: 4444.264648
	Iteration 63Q: 3 clusters Score -1141013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1141025.625000 Penalty: 4444.264648
	Iteration 64Q: 3 clusters Score -1141026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1141041.750000 Penalty: 4444.264648
	Iteration 65Q: 3 clusters Score -1141042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1141057.875000 Penalty: 4444.264648
	Iteration 66Q: 3 clusters Score -1141058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1141073.500000 Penalty: 4444.264648
	Iteration 67Q: 3 clusters Score -1141074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1141090.500000 Penalty: 4444.264648
	Iteration 68Q: 3 clusters Score -1141090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1141112.625000 Penalty: 4444.264648
	Iteration 69Q: 3 clusters Score -1141113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1141127.500000 Penalty: 4444.264648
	Iteration 70Q: 3 clusters Score -1141128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1141138.875000 Penalty: 4444.264648
	Iteration 71Q: 3 clusters Score -1141139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1141152.875000 Penalty: 4444.264648
	Iteration 72Q: 3 clusters Score -1141153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1141167.125000 Penalty: 4444.264648
	Iteration 73Q: 3 clusters Score -1141167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1141176.125000 Penalty: 4444.264648
	Iteration 74Q: 3 clusters Score -1141176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1141188.000000 Penalty: 4444.264648
	Iteration 75Q: 3 clusters Score -1141188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1141200.750000 Penalty: 4444.264648
	Iteration 76Q: 3 clusters Score -1141201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1141216.500000 Penalty: 4444.264648
	Iteration 77Q: 3 clusters Score -1141216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1141224.625000 Penalty: 4444.264648
	Iteration 78Q: 3 clusters Score -1141225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1141229.625000 Penalty: 4444.264648
	Iteration 79Q: 3 clusters Score -1141230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1141232.625000 Penalty: 4444.264648
	Iteration 80F: 3 clusters Score -1141233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1141233.000000 Penalty: 4444.264648
	Iteration 81Q: 3 clusters Score -1141233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1141231.000000 Penalty: 4444.264648
	Iteration 82Q: 3 clusters Score -1141231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1141234.625000 Penalty: 4444.264648
	Iteration 83Q: 3 clusters Score -1141235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1141236.625000 Penalty: 4444.264648
	Iteration 84Q: 3 clusters Score -1141237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1141240.000000 Penalty: 4444.264648
	Iteration 85Q: 3 clusters Score -1141240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1141240.125000 Penalty: 4444.264648
	Iteration 86Q: 3 clusters Score -1141240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1141241.750000 Penalty: 4444.264648
	Iteration 87Q: 3 clusters Score -1141242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1141244.000000 Penalty: 4444.264648
	Iteration 88Q: 3 clusters Score -1141244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1141244.000000 Penalty: 4444.264648
	Iteration 89F: 3 clusters Score -1141244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Entering Unmasked Estep 
Score: -2048235.625000 Penalty: 2366.116943
	Iteration 0F: 2 clusters Score -2048236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2038112.875000 Penalty: 4732.233887
	Iteration 0F: 3 clusters Score -2038113 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2041177.625000 Penalty: 4732.233887
	Iteration 1F: 3 clusters Score -2041178 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2041547.750000 Penalty: 4732.233887
	Iteration 2F: 3 clusters Score -2041548 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2041816.000000 Penalty: 4732.233887
	Iteration 3Q: 3 clusters Score -2041816 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2042036.500000 Penalty: 4732.233887
	Iteration 4Q: 3 clusters Score -2042036 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2042253.500000 Penalty: 4732.233887
	Iteration 5Q: 3 clusters Score -2042254 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2042459.500000 Penalty: 4732.233887
	Iteration 6Q: 3 clusters Score -2042460 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2042711.250000 Penalty: 4732.233887
	Iteration 7Q: 3 clusters Score -2042711 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2043017.875000 Penalty: 4732.233887
	Iteration 8Q: 3 clusters Score -2043018 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2043377.125000 Penalty: 4732.233887
	Iteration 9Q: 3 clusters Score -2043377 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2043814.625000 Penalty: 4732.233887
	Iteration 10Q: 3 clusters Score -2043815 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2044345.375000 Penalty: 4732.233887
	Iteration 11Q: 3 clusters Score -2044345 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2044854.750000 Penalty: 4732.233887
	Iteration 12Q: 3 clusters Score -2044855 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2045258.000000 Penalty: 4732.233887
	Iteration 13Q: 3 clusters Score -2045258 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2045582.125000 Penalty: 4732.233887
	Iteration 14Q: 3 clusters Score -2045582 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2045798.000000 Penalty: 4732.233887
	Iteration 15Q: 3 clusters Score -2045798 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2045929.625000 Penalty: 4732.233887
	Iteration 16Q: 3 clusters Score -2045930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2046010.625000 Penalty: 4732.233887
	Iteration 17Q: 3 clusters Score -2046011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2046068.375000 Penalty: 4732.233887
	Iteration 18Q: 3 clusters Score -2046068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2046106.375000 Penalty: 4732.233887
	Iteration 19Q: 3 clusters Score -2046106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2046138.125000 Penalty: 4732.233887
	Iteration 20F: 3 clusters Score -2046138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2046160.500000 Penalty: 4732.233887
	Iteration 21Q: 3 clusters Score -2046160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2046176.750000 Penalty: 4732.233887
	Iteration 22Q: 3 clusters Score -2046177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2046189.500000 Penalty: 4732.233887
	Iteration 23Q: 3 clusters Score -2046190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2046196.125000 Penalty: 4732.233887
	Iteration 24Q: 3 clusters Score -2046196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2046200.750000 Penalty: 4732.233887
	Iteration 25Q: 3 clusters Score -2046201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2046209.000000 Penalty: 4732.233887
	Iteration 26Q: 3 clusters Score -2046209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2046218.875000 Penalty: 4732.233887
	Iteration 27Q: 3 clusters Score -2046219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2046224.500000 Penalty: 4732.233887
	Iteration 28Q: 3 clusters Score -2046224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2046228.875000 Penalty: 4732.233887
	Iteration 29Q: 3 clusters Score -2046229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2046230.875000 Penalty: 4732.233887
	Iteration 30Q: 3 clusters Score -2046231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2046233.000000 Penalty: 4732.233887
	Iteration 31Q: 3 clusters Score -2046233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2046241.250000 Penalty: 4732.233887
	Iteration 32Q: 3 clusters Score -2046241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2046243.875000 Penalty: 4732.233887
	Iteration 33Q: 3 clusters Score -2046244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2046245.000000 Penalty: 4732.233887
	Iteration 34Q: 3 clusters Score -2046245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2046245.375000 Penalty: 4732.233887
	Iteration 35Q: 3 clusters Score -2046245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2046245.375000 Penalty: 4732.233887
	Iteration 36F: 3 clusters Score -2046245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -138190.609375 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -138190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136300.250000 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -136300.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136626.062500 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -136626.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136720.375000 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -136720.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136760.859375 Penalty: 3414.197266
	Iteration 3Q: 3 clusters Score -136760.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136794.562500 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -136794.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -136818.000000 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -136818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -136849.421875 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -136849.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136869.390625 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -136869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136881.515625 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -136881.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -136887.593750 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -136887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136893.265625 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -136893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136903.500000 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -136903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136913.234375 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -136913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -136922.687500 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -136922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -136936.468750 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -136936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136948.015625 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -136948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136952.125000 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -136952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -136953.937500 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -136953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -136953.937500 Penalty: 3414.197266
	Iteration 18F: 3 clusters Score -136953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Entering Unmasked Estep 
Score: -3557890.750000 Penalty: 2516.626709
	Iteration 0F: 2 clusters Score -3557891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3540416.750000 Penalty: 5033.253418
	Iteration 0F: 3 clusters Score -3540417 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3546817.250000 Penalty: 5033.253418
	Iteration 1F: 3 clusters Score -3546817 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3547698.500000 Penalty: 5033.253418
	Iteration 2F: 3 clusters Score -3547698 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3548522.250000 Penalty: 5033.253418
	Iteration 3F: 3 clusters Score -3548522 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3549441.000000 Penalty: 5033.253418
	Iteration 4F: 3 clusters Score -3549441 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3550319.500000 Penalty: 5033.253418
	Iteration 5F: 3 clusters Score -3550320 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3551155.000000 Penalty: 5033.253418
	Iteration 6F: 3 clusters Score -3551155 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3551977.750000 Penalty: 5033.253418
	Iteration 7F: 3 clusters Score -3551978 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3552620.000000 Penalty: 5033.253418
	Iteration 8Q: 3 clusters Score -3552620 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3553095.000000 Penalty: 5033.253418
	Iteration 9Q: 3 clusters Score -3553095 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3553436.750000 Penalty: 5033.253418
	Iteration 10Q: 3 clusters Score -3553437 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3553678.750000 Penalty: 5033.253418
	Iteration 11Q: 3 clusters Score -3553679 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3553818.000000 Penalty: 5033.253418
	Iteration 12Q: 3 clusters Score -3553818 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3553935.000000 Penalty: 5033.253418
	Iteration 13Q: 3 clusters Score -3553935 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3553998.000000 Penalty: 5033.253418
	Iteration 14Q: 3 clusters Score -3553998 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3554056.250000 Penalty: 5033.253418
	Iteration 15Q: 3 clusters Score -3554056 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3554111.000000 Penalty: 5033.253418
	Iteration 16Q: 3 clusters Score -3554111 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3554157.000000 Penalty: 5033.253418
	Iteration 17Q: 3 clusters Score -3554157 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3554178.750000 Penalty: 5033.253418
	Iteration 18Q: 3 clusters Score -3554179 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3554216.250000 Penalty: 5033.253418
	Iteration 19Q: 3 clusters Score -3554216 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3554232.500000 Penalty: 5033.253418
	Iteration 20F: 3 clusters Score -3554232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3554244.500000 Penalty: 5033.253418
	Iteration 21Q: 3 clusters Score -3554244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3554262.500000 Penalty: 5033.253418
	Iteration 22Q: 3 clusters Score -3554262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3554292.000000 Penalty: 5033.253418
	Iteration 23Q: 3 clusters Score -3554292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3554294.750000 Penalty: 5033.253418
	Iteration 24Q: 3 clusters Score -3554295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3554319.000000 Penalty: 5033.253418
	Iteration 25Q: 3 clusters Score -3554319 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3554323.750000 Penalty: 5033.253418
	Iteration 26Q: 3 clusters Score -3554324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3554330.250000 Penalty: 5033.253418
	Iteration 27Q: 3 clusters Score -3554330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3554339.750000 Penalty: 5033.253418
	Iteration 28Q: 3 clusters Score -3554340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3554355.250000 Penalty: 5033.253418
	Iteration 29Q: 3 clusters Score -3554355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3554364.000000 Penalty: 5033.253418
	Iteration 30Q: 3 clusters Score -3554364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3554357.500000 Penalty: 5033.253418
	Iteration 31Q: 3 clusters Score -3554358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3554375.500000 Penalty: 5033.253418
	Iteration 32Q: 3 clusters Score -3554376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3554378.750000 Penalty: 5033.253418
	Iteration 33Q: 3 clusters Score -3554379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3554375.250000 Penalty: 5033.253418
	Iteration 34Q: 3 clusters Score -3554375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3554375.750000 Penalty: 5033.253418
	Iteration 35Q: 3 clusters Score -3554376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3554386.500000 Penalty: 5033.253418
	Iteration 36Q: 3 clusters Score -3554386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3554401.750000 Penalty: 5033.253418
	Iteration 37Q: 3 clusters Score -3554402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3554411.500000 Penalty: 5033.253418
	Iteration 38Q: 3 clusters Score -3554412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3554417.000000 Penalty: 5033.253418
	Iteration 39Q: 3 clusters Score -3554417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3554425.000000 Penalty: 5033.253418
	Iteration 40F: 3 clusters Score -3554425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3554425.250000 Penalty: 5033.253418
	Iteration 41Q: 3 clusters Score -3554425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3554427.250000 Penalty: 5033.253418
	Iteration 42Q: 3 clusters Score -3554427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3554445.750000 Penalty: 5033.253418
	Iteration 43Q: 3 clusters Score -3554446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3554440.750000 Penalty: 5033.253418
	Iteration 44Q: 3 clusters Score -3554441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3554455.750000 Penalty: 5033.253418
	Iteration 45Q: 3 clusters Score -3554456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3554463.750000 Penalty: 5033.253418
	Iteration 46Q: 3 clusters Score -3554464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3554479.250000 Penalty: 5033.253418
	Iteration 47Q: 3 clusters Score -3554479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3554488.000000 Penalty: 5033.253418
	Iteration 48Q: 3 clusters Score -3554488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3554507.250000 Penalty: 5033.253418
	Iteration 49Q: 3 clusters Score -3554507 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3554520.750000 Penalty: 5033.253418
	Iteration 50Q: 3 clusters Score -3554521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3554519.500000 Penalty: 5033.253418
	Iteration 51Q: 3 clusters Score -3554520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3554537.500000 Penalty: 5033.253418
	Iteration 52Q: 3 clusters Score -3554538 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3554560.000000 Penalty: 5033.253418
	Iteration 53Q: 3 clusters Score -3554560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3554568.250000 Penalty: 5033.253418
	Iteration 54Q: 3 clusters Score -3554568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3554562.000000 Penalty: 5033.253418
	Iteration 55Q: 3 clusters Score -3554562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3554569.750000 Penalty: 5033.253418
	Iteration 56Q: 3 clusters Score -3554570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3554587.000000 Penalty: 5033.253418
	Iteration 57Q: 3 clusters Score -3554587 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3554593.500000 Penalty: 5033.253418
	Iteration 58Q: 3 clusters Score -3554594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3554598.000000 Penalty: 5033.253418
	Iteration 59Q: 3 clusters Score -3554598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3554618.250000 Penalty: 5033.253418
	Iteration 60F: 3 clusters Score -3554618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3554642.250000 Penalty: 5033.253418
	Iteration 61Q: 3 clusters Score -3554642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3554650.250000 Penalty: 5033.253418
	Iteration 62Q: 3 clusters Score -3554650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3554662.500000 Penalty: 5033.253418
	Iteration 63Q: 3 clusters Score -3554662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3554671.750000 Penalty: 5033.253418
	Iteration 64Q: 3 clusters Score -3554672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3554668.250000 Penalty: 5033.253418
	Iteration 65Q: 3 clusters Score -3554668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3554680.750000 Penalty: 5033.253418
	Iteration 66Q: 3 clusters Score -3554681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3554698.750000 Penalty: 5033.253418
	Iteration 67Q: 3 clusters Score -3554699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3554702.750000 Penalty: 5033.253418
	Iteration 68Q: 3 clusters Score -3554703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3554717.000000 Penalty: 5033.253418
	Iteration 69Q: 3 clusters Score -3554717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3554718.000000 Penalty: 5033.253418
	Iteration 70Q: 3 clusters Score -3554718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3554724.000000 Penalty: 5033.253418
	Iteration 71Q: 3 clusters Score -3554724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3554734.500000 Penalty: 5033.253418
	Iteration 72Q: 3 clusters Score -3554734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3554748.750000 Penalty: 5033.253418
	Iteration 73Q: 3 clusters Score -3554749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3554758.000000 Penalty: 5033.253418
	Iteration 74Q: 3 clusters Score -3554758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3554767.000000 Penalty: 5033.253418
	Iteration 75Q: 3 clusters Score -3554767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3554785.750000 Penalty: 5033.253418
	Iteration 76Q: 3 clusters Score -3554786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3554800.750000 Penalty: 5033.253418
	Iteration 77Q: 3 clusters Score -3554801 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3554812.750000 Penalty: 5033.253418
	Iteration 78Q: 3 clusters Score -3554813 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3554835.750000 Penalty: 5033.253418
	Iteration 79Q: 3 clusters Score -3554836 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3554855.250000 Penalty: 5033.253418
	Iteration 80F: 3 clusters Score -3554855 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3554885.250000 Penalty: 5033.253418
	Iteration 81Q: 3 clusters Score -3554885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3554907.000000 Penalty: 5033.253418
	Iteration 82Q: 3 clusters Score -3554907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3554926.500000 Penalty: 5033.253418
	Iteration 83Q: 3 clusters Score -3554926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3554933.000000 Penalty: 5033.253418
	Iteration 84Q: 3 clusters Score -3554933 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3554950.000000 Penalty: 5033.253418
	Iteration 85Q: 3 clusters Score -3554950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3554970.750000 Penalty: 5033.253418
	Iteration 86Q: 3 clusters Score -3554971 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3554994.750000 Penalty: 5033.253418
	Iteration 87Q: 3 clusters Score -3554995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3555009.750000 Penalty: 5033.253418
	Iteration 88Q: 3 clusters Score -3555010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3555035.000000 Penalty: 5033.253418
	Iteration 89Q: 3 clusters Score -3555035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3555050.500000 Penalty: 5033.253418
	Iteration 90Q: 3 clusters Score -3555050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3555066.750000 Penalty: 5033.253418
	Iteration 91Q: 3 clusters Score -3555067 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3555074.000000 Penalty: 5033.253418
	Iteration 92Q: 3 clusters Score -3555074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3555091.000000 Penalty: 5033.253418
	Iteration 93Q: 3 clusters Score -3555091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3555118.250000 Penalty: 5033.253418
	Iteration 94Q: 3 clusters Score -3555118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3555136.500000 Penalty: 5033.253418
	Iteration 95Q: 3 clusters Score -3555136 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3555160.500000 Penalty: 5033.253418
	Iteration 96Q: 3 clusters Score -3555160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3555171.750000 Penalty: 5033.253418
	Iteration 97Q: 3 clusters Score -3555172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3555185.000000 Penalty: 5033.253418
	Iteration 98Q: 3 clusters Score -3555185 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3555212.500000 Penalty: 5033.253418
	Iteration 99Q: 3 clusters Score -3555212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3555245.500000 Penalty: 5033.253418
	Iteration 100F: 3 clusters Score -3555246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3555274.500000 Penalty: 5033.253418
	Iteration 101Q: 3 clusters Score -3555274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3555273.750000 Penalty: 5033.253418
	Iteration 102Q: 3 clusters Score -3555274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3555310.750000 Penalty: 5033.253418
	Iteration 103Q: 3 clusters Score -3555311 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3555342.500000 Penalty: 5033.253418
	Iteration 104Q: 3 clusters Score -3555342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3555391.750000 Penalty: 5033.253418
	Iteration 105Q: 3 clusters Score -3555392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3555427.750000 Penalty: 5033.253418
	Iteration 106Q: 3 clusters Score -3555428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3555465.250000 Penalty: 5033.253418
	Iteration 107Q: 3 clusters Score -3555465 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3555486.500000 Penalty: 5033.253418
	Iteration 108Q: 3 clusters Score -3555486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3555512.500000 Penalty: 5033.253418
	Iteration 109Q: 3 clusters Score -3555512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3555532.750000 Penalty: 5033.253418
	Iteration 110Q: 3 clusters Score -3555533 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3555551.000000 Penalty: 5033.253418
	Iteration 111Q: 3 clusters Score -3555551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3555567.500000 Penalty: 5033.253418
	Iteration 112Q: 3 clusters Score -3555568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3555582.250000 Penalty: 5033.253418
	Iteration 113Q: 3 clusters Score -3555582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3555611.000000 Penalty: 5033.253418
	Iteration 114Q: 3 clusters Score -3555611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3555658.500000 Penalty: 5033.253418
	Iteration 115Q: 3 clusters Score -3555658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3555698.250000 Penalty: 5033.253418
	Iteration 116Q: 3 clusters Score -3555698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3555728.000000 Penalty: 5033.253418
	Iteration 117Q: 3 clusters Score -3555728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3555746.250000 Penalty: 5033.253418
	Iteration 118Q: 3 clusters Score -3555746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3555769.250000 Penalty: 5033.253418
	Iteration 119Q: 3 clusters Score -3555769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3555792.750000 Penalty: 5033.253418
	Iteration 120F: 3 clusters Score -3555793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3555809.250000 Penalty: 5033.253418
	Iteration 121Q: 3 clusters Score -3555809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3555817.000000 Penalty: 5033.253418
	Iteration 122Q: 3 clusters Score -3555817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3555823.750000 Penalty: 5033.253418
	Iteration 123Q: 3 clusters Score -3555824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3555823.250000 Penalty: 5033.253418
	Iteration 124Q: 3 clusters Score -3555823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3555839.500000 Penalty: 5033.253418
	Iteration 125Q: 3 clusters Score -3555840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3555846.000000 Penalty: 5033.253418
	Iteration 126Q: 3 clusters Score -3555846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3555863.250000 Penalty: 5033.253418
	Iteration 127Q: 3 clusters Score -3555863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3555867.750000 Penalty: 5033.253418
	Iteration 128Q: 3 clusters Score -3555868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3555867.250000 Penalty: 5033.253418
	Iteration 129Q: 3 clusters Score -3555867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3555874.500000 Penalty: 5033.253418
	Iteration 130Q: 3 clusters Score -3555874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3555879.250000 Penalty: 5033.253418
	Iteration 131Q: 3 clusters Score -3555879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3555878.750000 Penalty: 5033.253418
	Iteration 132Q: 3 clusters Score -3555879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3555889.500000 Penalty: 5033.253418
	Iteration 133Q: 3 clusters Score -3555890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3555893.500000 Penalty: 5033.253418
	Iteration 134Q: 3 clusters Score -3555894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3555905.500000 Penalty: 5033.253418
	Iteration 135Q: 3 clusters Score -3555906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3555905.250000 Penalty: 5033.253418
	Iteration 136Q: 3 clusters Score -3555905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3555907.250000 Penalty: 5033.253418
	Iteration 137Q: 3 clusters Score -3555907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3555919.750000 Penalty: 5033.253418
	Iteration 138Q: 3 clusters Score -3555920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3555928.500000 Penalty: 5033.253418
	Iteration 139Q: 3 clusters Score -3555928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3555930.250000 Penalty: 5033.253418
	Iteration 140F: 3 clusters Score -3555930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3555938.750000 Penalty: 5033.253418
	Iteration 141Q: 3 clusters Score -3555939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3555936.750000 Penalty: 5033.253418
	Iteration 142Q: 3 clusters Score -3555937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3555938.750000 Penalty: 5033.253418
	Iteration 143Q: 3 clusters Score -3555939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3555945.500000 Penalty: 5033.253418
	Iteration 144Q: 3 clusters Score -3555946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3555949.000000 Penalty: 5033.253418
	Iteration 145Q: 3 clusters Score -3555949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3555955.250000 Penalty: 5033.253418
	Iteration 146Q: 3 clusters Score -3555955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3555965.500000 Penalty: 5033.253418
	Iteration 147Q: 3 clusters Score -3555966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3555967.750000 Penalty: 5033.253418
	Iteration 148Q: 3 clusters Score -3555968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3555972.250000 Penalty: 5033.253418
	Iteration 149Q: 3 clusters Score -3555972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3555973.000000 Penalty: 5033.253418
	Iteration 150Q: 3 clusters Score -3555973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3555984.500000 Penalty: 5033.253418
	Iteration 151Q: 3 clusters Score -3555984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3555985.500000 Penalty: 5033.253418
	Iteration 152Q: 3 clusters Score -3555986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3555987.000000 Penalty: 5033.253418
	Iteration 153Q: 3 clusters Score -3555987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3555995.250000 Penalty: 5033.253418
	Iteration 154Q: 3 clusters Score -3555995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3555996.000000 Penalty: 5033.253418
	Iteration 155Q: 3 clusters Score -3555996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3555998.000000 Penalty: 5033.253418
	Iteration 156Q: 3 clusters Score -3555998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3555995.500000 Penalty: 5033.253418
	Iteration 157Q: 3 clusters Score -3555996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3555995.500000 Penalty: 5033.253418
	Iteration 158Q: 3 clusters Score -3555996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3556000.750000 Penalty: 5033.253418
	Iteration 159Q: 3 clusters Score -3556001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3556003.000000 Penalty: 5033.253418
	Iteration 160F: 3 clusters Score -3556003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3556005.250000 Penalty: 5033.253418
	Iteration 161Q: 3 clusters Score -3556005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3556005.750000 Penalty: 5033.253418
	Iteration 162Q: 3 clusters Score -3556006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3556005.000000 Penalty: 5033.253418
	Iteration 163Q: 3 clusters Score -3556005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3556006.000000 Penalty: 5033.253418
	Iteration 164Q: 3 clusters Score -3556006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3556006.000000 Penalty: 5033.253418
	Iteration 165F: 3 clusters Score -3556006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -1526910.750000 Penalty: 2285.524658
	Iteration 0F: 2 clusters Score -1526911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1519166.625000 Penalty: 4571.049316
	Iteration 0F: 3 clusters Score -1519167 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1521408.375000 Penalty: 4571.049316
	Iteration 1F: 3 clusters Score -1521408 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1521768.750000 Penalty: 4571.049316
	Iteration 2F: 3 clusters Score -1521769 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1522051.375000 Penalty: 4571.049316
	Iteration 3F: 3 clusters Score -1522051 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1522269.750000 Penalty: 4571.049316
	Iteration 4Q: 3 clusters Score -1522270 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1522479.250000 Penalty: 4571.049316
	Iteration 5Q: 3 clusters Score -1522479 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1522697.625000 Penalty: 4571.049316
	Iteration 6Q: 3 clusters Score -1522698 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1522922.625000 Penalty: 4571.049316
	Iteration 7Q: 3 clusters Score -1522923 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1523165.750000 Penalty: 4571.049316
	Iteration 8Q: 3 clusters Score -1523166 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1523432.000000 Penalty: 4571.049316
	Iteration 9Q: 3 clusters Score -1523432 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1523715.500000 Penalty: 4571.049316
	Iteration 10Q: 3 clusters Score -1523716 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1523967.750000 Penalty: 4571.049316
	Iteration 11Q: 3 clusters Score -1523968 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1524180.875000 Penalty: 4571.049316
	Iteration 12Q: 3 clusters Score -1524181 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1524378.000000 Penalty: 4571.049316
	Iteration 13Q: 3 clusters Score -1524378 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1524536.500000 Penalty: 4571.049316
	Iteration 14Q: 3 clusters Score -1524536 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1524652.875000 Penalty: 4571.049316
	Iteration 15Q: 3 clusters Score -1524653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1524735.750000 Penalty: 4571.049316
	Iteration 16Q: 3 clusters Score -1524736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1524799.375000 Penalty: 4571.049316
	Iteration 17Q: 3 clusters Score -1524799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1524849.250000 Penalty: 4571.049316
	Iteration 18Q: 3 clusters Score -1524849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1524868.750000 Penalty: 4571.049316
	Iteration 19Q: 3 clusters Score -1524869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1524885.375000 Penalty: 4571.049316
	Iteration 20F: 3 clusters Score -1524885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1524892.750000 Penalty: 4571.049316
	Iteration 21Q: 3 clusters Score -1524893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1524896.125000 Penalty: 4571.049316
	Iteration 22Q: 3 clusters Score -1524896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1524900.750000 Penalty: 4571.049316
	Iteration 23Q: 3 clusters Score -1524901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1524904.875000 Penalty: 4571.049316
	Iteration 24Q: 3 clusters Score -1524905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1524905.250000 Penalty: 4571.049316
	Iteration 25Q: 3 clusters Score -1524905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1524911.250000 Penalty: 4571.049316
	Iteration 26Q: 3 clusters Score -1524911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1524911.750000 Penalty: 4571.049316
	Iteration 27Q: 3 clusters Score -1524912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1524913.375000 Penalty: 4571.049316
	Iteration 28Q: 3 clusters Score -1524913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1524916.500000 Penalty: 4571.049316
	Iteration 29Q: 3 clusters Score -1524916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1524916.625000 Penalty: 4571.049316
	Iteration 30Q: 3 clusters Score -1524917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1524917.750000 Penalty: 4571.049316
	Iteration 31Q: 3 clusters Score -1524918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1524917.750000 Penalty: 4571.049316
	Iteration 32F: 3 clusters Score -1524918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -252158.453125 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -252158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -249863.406250 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -249863.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -250660.015625 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -250660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -251580.031250 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -251580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -252517.906250 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -252517.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -252847.968750 Penalty: 3709.172363
	Iteration 4F: 3 clusters Score -252848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -252961.796875 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -252961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -252996.984375 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -252997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -253013.421875 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -253013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -253023.437500 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -253023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -253038.687500 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -253038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -253046.984375 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -253047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -253051.171875 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -253051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -253053.765625 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -253053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -253056.312500 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -253056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -253060.843750 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -253060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -253060.843750 Penalty: 3709.172363
	Iteration 15F: 3 clusters Score -253060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194083 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62509 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152614 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13334 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95491456.000000 Penalty: 109682.515625
Splitting cluster 14 changes total score from -95492200.000000 to -95491456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -40207.179688 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -40207.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38972.546875 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -38972.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39237.070312 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -39237.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39294.285156 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -39294.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39344.468750 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -39344.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39368.894531 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -39368.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39375.757812 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -39375.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39378.316406 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -39378.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39379.761719 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -39379.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39381.070312 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -39381.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39381.070312 Penalty: 2895.514160
	Iteration 9F: 3 clusters Score -39381.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Entering Unmasked Estep 
Score: -895131.500000 Penalty: 2167.166504
	Iteration 0F: 2 clusters Score -895131.5 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 3143 members 
Entering Unmasked Estep 
Score: -889809.875000 Penalty: 4334.333008
	Iteration 0F: 3 clusters Score -889809.9 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -891211.750000 Penalty: 4334.333008
	Iteration 1F: 3 clusters Score -891211.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -891524.687500 Penalty: 4334.333008
	Iteration 2F: 3 clusters Score -891524.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -891791.187500 Penalty: 4334.333008
	Iteration 3F: 3 clusters Score -891791.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -892045.500000 Penalty: 4334.333008
	Iteration 4Q: 3 clusters Score -892045.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -892249.562500 Penalty: 4334.333008
	Iteration 5Q: 3 clusters Score -892249.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -892411.125000 Penalty: 4334.333008
	Iteration 6Q: 3 clusters Score -892411.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -892561.250000 Penalty: 4334.333008
	Iteration 7Q: 3 clusters Score -892561.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -892721.812500 Penalty: 4334.333008
	Iteration 8Q: 3 clusters Score -892721.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -892922.187500 Penalty: 4334.333008
	Iteration 9Q: 3 clusters Score -892922.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -893143.562500 Penalty: 4334.333008
	Iteration 10Q: 3 clusters Score -893143.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -893407.250000 Penalty: 4334.333008
	Iteration 11Q: 3 clusters Score -893407.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -893855.625000 Penalty: 4334.333008
	Iteration 12Q: 3 clusters Score -893855.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -894394.375000 Penalty: 4334.333008
	Iteration 13Q: 3 clusters Score -894394.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -894715.687500 Penalty: 4334.333008
	Iteration 14Q: 3 clusters Score -894715.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -894886.375000 Penalty: 4334.333008
	Iteration 15Q: 3 clusters Score -894886.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -894962.437500 Penalty: 4334.333008
	Iteration 16Q: 3 clusters Score -894962.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -895062.250000 Penalty: 4334.333008
	Iteration 17Q: 3 clusters Score -895062.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -895179.375000 Penalty: 4334.333008
	Iteration 18Q: 3 clusters Score -895179.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -895273.312500 Penalty: 4334.333008
	Iteration 19Q: 3 clusters Score -895273.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -895324.687500 Penalty: 4334.333008
	Iteration 20F: 3 clusters Score -895324.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -895347.562500 Penalty: 4334.333008
	Iteration 21Q: 3 clusters Score -895347.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -895355.687500 Penalty: 4334.333008
	Iteration 22Q: 3 clusters Score -895355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -895359.625000 Penalty: 4334.333008
	Iteration 23Q: 3 clusters Score -895359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -895362.125000 Penalty: 4334.333008
	Iteration 24Q: 3 clusters Score -895362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -895360.812500 Penalty: 4334.333008
	Iteration 25Q: 3 clusters Score -895360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -895364.062500 Penalty: 4334.333008
	Iteration 26Q: 3 clusters Score -895364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -895367.062500 Penalty: 4334.333008
	Iteration 27Q: 3 clusters Score -895367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -895369.375000 Penalty: 4334.333008
	Iteration 28Q: 3 clusters Score -895369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -895371.000000 Penalty: 4334.333008
	Iteration 29Q: 3 clusters Score -895371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -895369.687500 Penalty: 4334.333008
	Iteration 30Q: 3 clusters Score -895369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -895369.687500 Penalty: 4334.333008
	Iteration 31F: 3 clusters Score -895369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194083 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62509 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152614 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13334 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95491128.000000 Penalty: 109682.515625
Splitting cluster 16 changes total score from -95492200.000000 to -95491128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -277396.218750 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -277396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -274852.125000 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -274852.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -275307.906250 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -275307.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -275453.062500 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -275453.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -275581.875000 Penalty: 3737.771973
	Iteration 3F: 3 clusters Score -275581.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -275710.718750 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -275710.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -275878.718750 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -275878.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -276014.562500 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -276014.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -276157.406250 Penalty: 3737.771973
	Iteration 7F: 3 clusters Score -276157.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -276291.593750 Penalty: 3737.771973
	Iteration 8F: 3 clusters Score -276291.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -276399.500000 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -276399.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -276479.750000 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -276479.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -276535.062500 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -276535.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -276565.750000 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -276565.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -276585.656250 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -276585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -276599.875000 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -276599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -276603.625000 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -276603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -276606.187500 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -276606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -276608.312500 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -276608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -276608.593750 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -276608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -276609.906250 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -276609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -276609.906250 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -276609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Entering Unmasked Estep 
Score: -9242726.000000 Penalty: 2738.680420
	Iteration 0F: 2 clusters Score -9242726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -9200771.000000 Penalty: 5477.360840
	Iteration 0F: 3 clusters Score -9200771 nChanged 29019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -9217156.000000 Penalty: 5477.360840
	Iteration 1F: 3 clusters Score -9217156 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -9217999.000000 Penalty: 5477.360840
	Iteration 2Q: 3 clusters Score -9217999 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -9219149.000000 Penalty: 5477.360840
	Iteration 3Q: 3 clusters Score -9219149 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -9220368.000000 Penalty: 5477.360840
	Iteration 4F: 3 clusters Score -9220368 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -9221982.000000 Penalty: 5477.360840
	Iteration 5F: 3 clusters Score -9221982 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -9223952.000000 Penalty: 5477.360840
	Iteration 6F: 3 clusters Score -9223952 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -9226246.000000 Penalty: 5477.360840
	Iteration 7F: 3 clusters Score -9226246 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -9228994.000000 Penalty: 5477.360840
	Iteration 8F: 3 clusters Score -9228994 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -9231861.000000 Penalty: 5477.360840
	Iteration 9F: 3 clusters Score -9231861 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -9234407.000000 Penalty: 5477.360840
	Iteration 10F: 3 clusters Score -9234407 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -9236450.000000 Penalty: 5477.360840
	Iteration 11Q: 3 clusters Score -9236450 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -9237890.000000 Penalty: 5477.360840
	Iteration 12Q: 3 clusters Score -9237890 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -9238834.000000 Penalty: 5477.360840
	Iteration 13Q: 3 clusters Score -9238834 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -9239433.000000 Penalty: 5477.360840
	Iteration 14Q: 3 clusters Score -9239433 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -9239753.000000 Penalty: 5477.360840
	Iteration 15Q: 3 clusters Score -9239753 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -9239925.000000 Penalty: 5477.360840
	Iteration 16Q: 3 clusters Score -9239925 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -9240067.000000 Penalty: 5477.360840
	Iteration 17Q: 3 clusters Score -9240067 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -9240152.000000 Penalty: 5477.360840
	Iteration 18Q: 3 clusters Score -9240152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -9240191.000000 Penalty: 5477.360840
	Iteration 19Q: 3 clusters Score -9240191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -9240230.000000 Penalty: 5477.360840
	Iteration 20F: 3 clusters Score -9240230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -9240274.000000 Penalty: 5477.360840
	Iteration 21Q: 3 clusters Score -9240274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -9240296.000000 Penalty: 5477.360840
	Iteration 22Q: 3 clusters Score -9240296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -9240303.000000 Penalty: 5477.360840
	Iteration 23Q: 3 clusters Score -9240303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -9240317.000000 Penalty: 5477.360840
	Iteration 24Q: 3 clusters Score -9240317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -9240320.000000 Penalty: 5477.360840
	Iteration 25Q: 3 clusters Score -9240320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -9240337.000000 Penalty: 5477.360840
	Iteration 26Q: 3 clusters Score -9240337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -9240342.000000 Penalty: 5477.360840
	Iteration 27Q: 3 clusters Score -9240342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -9240346.000000 Penalty: 5477.360840
	Iteration 28Q: 3 clusters Score -9240346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -9240356.000000 Penalty: 5477.360840
	Iteration 29Q: 3 clusters Score -9240356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -9240358.000000 Penalty: 5477.360840
	Iteration 30Q: 3 clusters Score -9240358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -9240364.000000 Penalty: 5477.360840
	Iteration 31Q: 3 clusters Score -9240364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -9240362.000000 Penalty: 5477.360840
	Iteration 32Q: 3 clusters Score -9240362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -9240371.000000 Penalty: 5477.360840
	Iteration 33Q: 3 clusters Score -9240371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -9240375.000000 Penalty: 5477.360840
	Iteration 34Q: 3 clusters Score -9240375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -9240378.000000 Penalty: 5477.360840
	Iteration 35Q: 3 clusters Score -9240378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -9240392.000000 Penalty: 5477.360840
	Iteration 36Q: 3 clusters Score -9240392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -9240385.000000 Penalty: 5477.360840
	Iteration 37Q: 3 clusters Score -9240385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -9240395.000000 Penalty: 5477.360840
	Iteration 38Q: 3 clusters Score -9240395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -9240389.000000 Penalty: 5477.360840
	Iteration 39Q: 3 clusters Score -9240389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -9240394.000000 Penalty: 5477.360840
	Iteration 40F: 3 clusters Score -9240394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -9240396.000000 Penalty: 5477.360840
	Iteration 41Q: 3 clusters Score -9240396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -9240392.000000 Penalty: 5477.360840
	Iteration 42Q: 3 clusters Score -9240392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -9240398.000000 Penalty: 5477.360840
	Iteration 43Q: 3 clusters Score -9240398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -9240397.000000 Penalty: 5477.360840
	Iteration 44Q: 3 clusters Score -9240397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -9240394.000000 Penalty: 5477.360840
	Iteration 45Q: 3 clusters Score -9240394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -9240394.000000 Penalty: 5477.360840
	Iteration 46F: 3 clusters Score -9240394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -862259.500000 Penalty: 2166.968018
	Iteration 0F: 2 clusters Score -862259.5 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 3167 members 
Entering Unmasked Estep 
Score: -856978.125000 Penalty: 4333.936035
	Iteration 0F: 3 clusters Score -856978.1 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -858415.625000 Penalty: 4333.936035
	Iteration 1F: 3 clusters Score -858415.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -858708.250000 Penalty: 4333.936035
	Iteration 2F: 3 clusters Score -858708.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -858921.562500 Penalty: 4333.936035
	Iteration 3F: 3 clusters Score -858921.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -859093.875000 Penalty: 4333.936035
	Iteration 4Q: 3 clusters Score -859093.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -859257.687500 Penalty: 4333.936035
	Iteration 5Q: 3 clusters Score -859257.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -859403.687500 Penalty: 4333.936035
	Iteration 6Q: 3 clusters Score -859403.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -859520.437500 Penalty: 4333.936035
	Iteration 7Q: 3 clusters Score -859520.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -859655.125000 Penalty: 4333.936035
	Iteration 8Q: 3 clusters Score -859655.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -859782.937500 Penalty: 4333.936035
	Iteration 9Q: 3 clusters Score -859782.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -859932.500000 Penalty: 4333.936035
	Iteration 10Q: 3 clusters Score -859932.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -860106.687500 Penalty: 4333.936035
	Iteration 11Q: 3 clusters Score -860106.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -860262.000000 Penalty: 4333.936035
	Iteration 12Q: 3 clusters Score -860262 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -860361.375000 Penalty: 4333.936035
	Iteration 13Q: 3 clusters Score -860361.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -860437.000000 Penalty: 4333.936035
	Iteration 14Q: 3 clusters Score -860437 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -860503.750000 Penalty: 4333.936035
	Iteration 15Q: 3 clusters Score -860503.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -860560.687500 Penalty: 4333.936035
	Iteration 16Q: 3 clusters Score -860560.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -860601.312500 Penalty: 4333.936035
	Iteration 17Q: 3 clusters Score -860601.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -860638.625000 Penalty: 4333.936035
	Iteration 18Q: 3 clusters Score -860638.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -860667.125000 Penalty: 4333.936035
	Iteration 19Q: 3 clusters Score -860667.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -860682.812500 Penalty: 4333.936035
	Iteration 20F: 3 clusters Score -860682.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -860698.187500 Penalty: 4333.936035
	Iteration 21Q: 3 clusters Score -860698.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -860721.875000 Penalty: 4333.936035
	Iteration 22Q: 3 clusters Score -860721.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -860730.812500 Penalty: 4333.936035
	Iteration 23Q: 3 clusters Score -860730.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -860741.875000 Penalty: 4333.936035
	Iteration 24Q: 3 clusters Score -860741.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -860750.687500 Penalty: 4333.936035
	Iteration 25Q: 3 clusters Score -860750.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -860758.375000 Penalty: 4333.936035
	Iteration 26Q: 3 clusters Score -860758.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -860762.687500 Penalty: 4333.936035
	Iteration 27Q: 3 clusters Score -860762.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -860773.562500 Penalty: 4333.936035
	Iteration 28Q: 3 clusters Score -860773.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -860779.562500 Penalty: 4333.936035
	Iteration 29Q: 3 clusters Score -860779.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -860785.000000 Penalty: 4333.936035
	Iteration 30Q: 3 clusters Score -860785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -860789.500000 Penalty: 4333.936035
	Iteration 31Q: 3 clusters Score -860789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -860789.125000 Penalty: 4333.936035
	Iteration 32Q: 3 clusters Score -860789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -860788.625000 Penalty: 4333.936035
	Iteration 33Q: 3 clusters Score -860788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -860793.375000 Penalty: 4333.936035
	Iteration 34Q: 3 clusters Score -860793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -860795.687500 Penalty: 4333.936035
	Iteration 35Q: 3 clusters Score -860795.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -860794.875000 Penalty: 4333.936035
	Iteration 36Q: 3 clusters Score -860794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -860796.250000 Penalty: 4333.936035
	Iteration 37Q: 3 clusters Score -860796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -860799.062500 Penalty: 4333.936035
	Iteration 38Q: 3 clusters Score -860799.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -860803.812500 Penalty: 4333.936035
	Iteration 39Q: 3 clusters Score -860803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -860804.437500 Penalty: 4333.936035
	Iteration 40F: 3 clusters Score -860804.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -860808.437500 Penalty: 4333.936035
	Iteration 41Q: 3 clusters Score -860808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -860809.937500 Penalty: 4333.936035
	Iteration 42Q: 3 clusters Score -860809.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -860813.250000 Penalty: 4333.936035
	Iteration 43Q: 3 clusters Score -860813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -860813.687500 Penalty: 4333.936035
	Iteration 44Q: 3 clusters Score -860813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -860814.250000 Penalty: 4333.936035
	Iteration 45Q: 3 clusters Score -860814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -860816.687500 Penalty: 4333.936035
	Iteration 46Q: 3 clusters Score -860816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -860817.812500 Penalty: 4333.936035
	Iteration 47Q: 3 clusters Score -860817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -860817.375000 Penalty: 4333.936035
	Iteration 48Q: 3 clusters Score -860817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -860817.687500 Penalty: 4333.936035
	Iteration 49Q: 3 clusters Score -860817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -860817.937500 Penalty: 4333.936035
	Iteration 50Q: 3 clusters Score -860817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -860817.937500 Penalty: 4333.936035
	Iteration 51F: 3 clusters Score -860817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -366227.125000 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -366227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -363239.156250 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -363239.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -363851.062500 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -363851.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -364025.843750 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -364025.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -364137.437500 Penalty: 3883.693848
	Iteration 3F: 3 clusters Score -364137.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364189.281250 Penalty: 3883.693848
	Iteration 4Q: 3 clusters Score -364189.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -364219.906250 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -364219.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -364241.406250 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -364241.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -364260.625000 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -364260.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -364277.062500 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -364277.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -364287.312500 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -364287.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -364294.750000 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -364294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -364300.218750 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -364300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -364303.187500 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -364303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -364304.812500 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -364304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -364308.625000 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -364308.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -364313.937500 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -364313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -364316.906250 Penalty: 3883.693848
	Iteration 16Q: 3 clusters Score -364316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -364323.437500 Penalty: 3883.693848
	Iteration 17Q: 3 clusters Score -364323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -364328.812500 Penalty: 3883.693848
	Iteration 18Q: 3 clusters Score -364328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -364331.906250 Penalty: 3883.693848
	Iteration 19Q: 3 clusters Score -364331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -364333.812500 Penalty: 3883.693848
	Iteration 20F: 3 clusters Score -364333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -364337.093750 Penalty: 3883.693848
	Iteration 21Q: 3 clusters Score -364337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -364338.625000 Penalty: 3883.693848
	Iteration 22Q: 3 clusters Score -364338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -364339.968750 Penalty: 3883.693848
	Iteration 23Q: 3 clusters Score -364340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -364340.343750 Penalty: 3883.693848
	Iteration 24Q: 3 clusters Score -364340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -364340.750000 Penalty: 3883.693848
	Iteration 25Q: 3 clusters Score -364340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -364340.750000 Penalty: 3883.693848
	Iteration 26F: 3 clusters Score -364340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -1628730.250000 Penalty: 2346.024170
	Iteration 0F: 2 clusters Score -1628730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1619229.125000 Penalty: 4692.048340
	Iteration 0F: 3 clusters Score -1619229 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1622123.000000 Penalty: 4692.048340
	Iteration 1F: 3 clusters Score -1622123 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1622460.375000 Penalty: 4692.048340
	Iteration 2F: 3 clusters Score -1622460 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1622714.500000 Penalty: 4692.048340
	Iteration 3Q: 3 clusters Score -1622714 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1622921.500000 Penalty: 4692.048340
	Iteration 4Q: 3 clusters Score -1622922 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1623133.000000 Penalty: 4692.048340
	Iteration 5Q: 3 clusters Score -1623133 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1623375.875000 Penalty: 4692.048340
	Iteration 6Q: 3 clusters Score -1623376 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1623657.750000 Penalty: 4692.048340
	Iteration 7Q: 3 clusters Score -1623658 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1623996.625000 Penalty: 4692.048340
	Iteration 8Q: 3 clusters Score -1623997 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1624396.875000 Penalty: 4692.048340
	Iteration 9Q: 3 clusters Score -1624397 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1624844.000000 Penalty: 4692.048340
	Iteration 10F: 3 clusters Score -1624844 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1625296.375000 Penalty: 4692.048340
	Iteration 11Q: 3 clusters Score -1625296 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1625693.000000 Penalty: 4692.048340
	Iteration 12Q: 3 clusters Score -1625693 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1625979.125000 Penalty: 4692.048340
	Iteration 13Q: 3 clusters Score -1625979 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1626191.750000 Penalty: 4692.048340
	Iteration 14Q: 3 clusters Score -1626192 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1626362.375000 Penalty: 4692.048340
	Iteration 15Q: 3 clusters Score -1626362 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1626464.625000 Penalty: 4692.048340
	Iteration 16Q: 3 clusters Score -1626465 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1626527.625000 Penalty: 4692.048340
	Iteration 17Q: 3 clusters Score -1626528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1626578.375000 Penalty: 4692.048340
	Iteration 18Q: 3 clusters Score -1626578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1626618.000000 Penalty: 4692.048340
	Iteration 19Q: 3 clusters Score -1626618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1626652.875000 Penalty: 4692.048340
	Iteration 20F: 3 clusters Score -1626653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1626678.750000 Penalty: 4692.048340
	Iteration 21Q: 3 clusters Score -1626679 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1626708.875000 Penalty: 4692.048340
	Iteration 22Q: 3 clusters Score -1626709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1626739.125000 Penalty: 4692.048340
	Iteration 23Q: 3 clusters Score -1626739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1626774.375000 Penalty: 4692.048340
	Iteration 24Q: 3 clusters Score -1626774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1626805.500000 Penalty: 4692.048340
	Iteration 25Q: 3 clusters Score -1626806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1626832.000000 Penalty: 4692.048340
	Iteration 26Q: 3 clusters Score -1626832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1626851.000000 Penalty: 4692.048340
	Iteration 27Q: 3 clusters Score -1626851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1626874.375000 Penalty: 4692.048340
	Iteration 28Q: 3 clusters Score -1626874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1626896.000000 Penalty: 4692.048340
	Iteration 29Q: 3 clusters Score -1626896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1626918.750000 Penalty: 4692.048340
	Iteration 30Q: 3 clusters Score -1626919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1626931.250000 Penalty: 4692.048340
	Iteration 31Q: 3 clusters Score -1626931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1626940.250000 Penalty: 4692.048340
	Iteration 32Q: 3 clusters Score -1626940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1626953.375000 Penalty: 4692.048340
	Iteration 33Q: 3 clusters Score -1626953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1626959.875000 Penalty: 4692.048340
	Iteration 34Q: 3 clusters Score -1626960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1626966.625000 Penalty: 4692.048340
	Iteration 35Q: 3 clusters Score -1626967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1626968.375000 Penalty: 4692.048340
	Iteration 36Q: 3 clusters Score -1626968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1626977.000000 Penalty: 4692.048340
	Iteration 37Q: 3 clusters Score -1626977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1626986.125000 Penalty: 4692.048340
	Iteration 38Q: 3 clusters Score -1626986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1626990.500000 Penalty: 4692.048340
	Iteration 39Q: 3 clusters Score -1626990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1626997.250000 Penalty: 4692.048340
	Iteration 40F: 3 clusters Score -1626997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1627009.000000 Penalty: 4692.048340
	Iteration 41Q: 3 clusters Score -1627009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1627016.500000 Penalty: 4692.048340
	Iteration 42Q: 3 clusters Score -1627016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1627022.625000 Penalty: 4692.048340
	Iteration 43Q: 3 clusters Score -1627023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1627031.125000 Penalty: 4692.048340
	Iteration 44Q: 3 clusters Score -1627031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1627039.625000 Penalty: 4692.048340
	Iteration 45Q: 3 clusters Score -1627040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1627057.500000 Penalty: 4692.048340
	Iteration 46Q: 3 clusters Score -1627058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1627067.250000 Penalty: 4692.048340
	Iteration 47Q: 3 clusters Score -1627067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1627076.500000 Penalty: 4692.048340
	Iteration 48Q: 3 clusters Score -1627076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1627084.625000 Penalty: 4692.048340
	Iteration 49Q: 3 clusters Score -1627085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1627090.375000 Penalty: 4692.048340
	Iteration 50Q: 3 clusters Score -1627090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1627090.250000 Penalty: 4692.048340
	Iteration 51Q: 3 clusters Score -1627090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1627096.750000 Penalty: 4692.048340
	Iteration 52Q: 3 clusters Score -1627097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1627095.000000 Penalty: 4692.048340
	Iteration 53Q: 3 clusters Score -1627095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1627100.625000 Penalty: 4692.048340
	Iteration 54Q: 3 clusters Score -1627101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1627099.875000 Penalty: 4692.048340
	Iteration 55Q: 3 clusters Score -1627100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1627101.625000 Penalty: 4692.048340
	Iteration 56Q: 3 clusters Score -1627102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1627105.625000 Penalty: 4692.048340
	Iteration 57Q: 3 clusters Score -1627106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1627103.625000 Penalty: 4692.048340
	Iteration 58Q: 3 clusters Score -1627104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1627105.375000 Penalty: 4692.048340
	Iteration 59Q: 3 clusters Score -1627105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1627103.625000 Penalty: 4692.048340
	Iteration 60F: 3 clusters Score -1627104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1627106.875000 Penalty: 4692.048340
	Iteration 61Q: 3 clusters Score -1627107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1627106.000000 Penalty: 4692.048340
	Iteration 62Q: 3 clusters Score -1627106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1627108.000000 Penalty: 4692.048340
	Iteration 63Q: 3 clusters Score -1627108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1627106.250000 Penalty: 4692.048340
	Iteration 64Q: 3 clusters Score -1627106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1627106.125000 Penalty: 4692.048340
	Iteration 65Q: 3 clusters Score -1627106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1627105.000000 Penalty: 4692.048340
	Iteration 66Q: 3 clusters Score -1627105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1627105.000000 Penalty: 4692.048340
	Iteration 67F: 3 clusters Score -1627105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Entering Unmasked Estep 
Score: -4957937.000000 Penalty: 2584.267578
	Iteration 0F: 2 clusters Score -4957937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4935050.000000 Penalty: 5168.535156
	Iteration 0F: 3 clusters Score -4935050 nChanged 15204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4943264.500000 Penalty: 5168.535156
	Iteration 1F: 3 clusters Score -4943264 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4943710.000000 Penalty: 5168.535156
	Iteration 2Q: 3 clusters Score -4943710 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -4944136.500000 Penalty: 5168.535156
	Iteration 3Q: 3 clusters Score -4944136 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4944527.500000 Penalty: 5168.535156
	Iteration 4Q: 3 clusters Score -4944528 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4945014.500000 Penalty: 5168.535156
	Iteration 5Q: 3 clusters Score -4945014 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4945662.000000 Penalty: 5168.535156
	Iteration 6Q: 3 clusters Score -4945662 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4946617.500000 Penalty: 5168.535156
	Iteration 7Q: 3 clusters Score -4946618 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4948068.000000 Penalty: 5168.535156
	Iteration 8F: 3 clusters Score -4948068 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -4950098.000000 Penalty: 5168.535156
	Iteration 9F: 3 clusters Score -4950098 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4952244.500000 Penalty: 5168.535156
	Iteration 10F: 3 clusters Score -4952244 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4953799.000000 Penalty: 5168.535156
	Iteration 11F: 3 clusters Score -4953799 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4954796.000000 Penalty: 5168.535156
	Iteration 12Q: 3 clusters Score -4954796 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4955244.500000 Penalty: 5168.535156
	Iteration 13Q: 3 clusters Score -4955244 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4955439.500000 Penalty: 5168.535156
	Iteration 14Q: 3 clusters Score -4955440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4955546.500000 Penalty: 5168.535156
	Iteration 15Q: 3 clusters Score -4955546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4955590.000000 Penalty: 5168.535156
	Iteration 16Q: 3 clusters Score -4955590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4955625.500000 Penalty: 5168.535156
	Iteration 17Q: 3 clusters Score -4955626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4955643.500000 Penalty: 5168.535156
	Iteration 18Q: 3 clusters Score -4955644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4955663.000000 Penalty: 5168.535156
	Iteration 19Q: 3 clusters Score -4955663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4955673.000000 Penalty: 5168.535156
	Iteration 20F: 3 clusters Score -4955673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4955676.500000 Penalty: 5168.535156
	Iteration 21Q: 3 clusters Score -4955676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4955680.000000 Penalty: 5168.535156
	Iteration 22Q: 3 clusters Score -4955680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4955683.000000 Penalty: 5168.535156
	Iteration 23Q: 3 clusters Score -4955683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4955681.500000 Penalty: 5168.535156
	Iteration 24Q: 3 clusters Score -4955682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4955681.500000 Penalty: 5168.535156
	Iteration 25F: 3 clusters Score -4955682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -48701.617188 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -48701.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47347.757812 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -47347.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47449.664062 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -47449.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47478.640625 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -47478.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47491.367188 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -47491.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47499.562500 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -47499.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47502.214844 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -47502.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47502.214844 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -47502.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -88686.390625 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -88686.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87111.093750 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -87111.09 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87643.718750 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -87643.72 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -88025.156250 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -88025.16 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -88369.796875 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -88369.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88561.718750 Penalty: 3340.947021
	Iteration 4Q: 3 clusters Score -88561.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88672.382812 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -88672.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -88755.531250 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -88755.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88794.179688 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -88794.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88812.914062 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -88812.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88823.445312 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -88823.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88839.351562 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -88839.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88841.570312 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -88841.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88841.570312 Penalty: 3340.947021
	Iteration 12F: 3 clusters Score -88841.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194083 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62509 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 152614 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13334 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95490592.000000 Penalty: 109682.515625
Splitting cluster 24 changes total score from -95492200.000000 to -95490592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (152614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Entering Unmasked Estep 
Score: -22763472.000000 Penalty: 2960.045410
	Iteration 0F: 2 clusters Score -2.276347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -22666290.000000 Penalty: 5920.090820
	Iteration 0F: 3 clusters Score -2.266629e+07 nChanged 72797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -22709164.000000 Penalty: 5920.090820
	Iteration 1F: 3 clusters Score -2.270916e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -22711120.000000 Penalty: 5920.090820
	Iteration 2Q: 3 clusters Score -2.271112e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -22713672.000000 Penalty: 5920.090820
	Iteration 3Q: 3 clusters Score -2.271367e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -22717398.000000 Penalty: 5920.090820
	Iteration 4F: 3 clusters Score -2.27174e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -22722282.000000 Penalty: 5920.090820
	Iteration 5F: 3 clusters Score -2.272228e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -22728286.000000 Penalty: 5920.090820
	Iteration 6F: 3 clusters Score -2.272829e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -22734432.000000 Penalty: 5920.090820
	Iteration 7F: 3 clusters Score -2.273443e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -22739266.000000 Penalty: 5920.090820
	Iteration 8F: 3 clusters Score -2.273927e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -22742012.000000 Penalty: 5920.090820
	Iteration 9Q: 3 clusters Score -2.274201e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83450 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -22743402.000000 Penalty: 5920.090820
	Iteration 10Q: 3 clusters Score -2.27434e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -22744042.000000 Penalty: 5920.090820
	Iteration 11Q: 3 clusters Score -2.274404e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -22744462.000000 Penalty: 5920.090820
	Iteration 12Q: 3 clusters Score -2.274446e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -22744996.000000 Penalty: 5920.090820
	Iteration 13Q: 3 clusters Score -2.2745e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -22745542.000000 Penalty: 5920.090820
	Iteration 14Q: 3 clusters Score -2.274554e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -22746048.000000 Penalty: 5920.090820
	Iteration 15Q: 3 clusters Score -2.274605e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -22746604.000000 Penalty: 5920.090820
	Iteration 16Q: 3 clusters Score -2.27466e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -22747214.000000 Penalty: 5920.090820
	Iteration 17Q: 3 clusters Score -2.274721e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -22747754.000000 Penalty: 5920.090820
	Iteration 18Q: 3 clusters Score -2.274775e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -22748266.000000 Penalty: 5920.090820
	Iteration 19Q: 3 clusters Score -2.274827e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -22748868.000000 Penalty: 5920.090820
	Iteration 20F: 3 clusters Score -2.274887e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -22749254.000000 Penalty: 5920.090820
	Iteration 21Q: 3 clusters Score -2.274925e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -22749858.000000 Penalty: 5920.090820
	Iteration 22Q: 3 clusters Score -2.274986e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -22750324.000000 Penalty: 5920.090820
	Iteration 23Q: 3 clusters Score -2.275032e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -22750770.000000 Penalty: 5920.090820
	Iteration 24Q: 3 clusters Score -2.275077e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -22751380.000000 Penalty: 5920.090820
	Iteration 25Q: 3 clusters Score -2.275138e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -22751842.000000 Penalty: 5920.090820
	Iteration 26Q: 3 clusters Score -2.275184e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117276 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -22752242.000000 Penalty: 5920.090820
	Iteration 27Q: 3 clusters Score -2.275224e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -22752630.000000 Penalty: 5920.090820
	Iteration 28Q: 3 clusters Score -2.275263e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121010 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -22753058.000000 Penalty: 5920.090820
	Iteration 29Q: 3 clusters Score -2.275306e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122816 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -22753466.000000 Penalty: 5920.090820
	Iteration 30Q: 3 clusters Score -2.275347e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124561 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -22753956.000000 Penalty: 5920.090820
	Iteration 31Q: 3 clusters Score -2.275396e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126342 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -22754248.000000 Penalty: 5920.090820
	Iteration 32Q: 3 clusters Score -2.275425e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -22754742.000000 Penalty: 5920.090820
	Iteration 33Q: 3 clusters Score -2.275474e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129957 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -22755210.000000 Penalty: 5920.090820
	Iteration 34Q: 3 clusters Score -2.275521e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131710 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -22755664.000000 Penalty: 5920.090820
	Iteration 35Q: 3 clusters Score -2.275566e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133450 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -22756166.000000 Penalty: 5920.090820
	Iteration 36Q: 3 clusters Score -2.275617e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -22756722.000000 Penalty: 5920.090820
	Iteration 37Q: 3 clusters Score -2.275672e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -22757086.000000 Penalty: 5920.090820
	Iteration 38Q: 3 clusters Score -2.275709e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138211 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -22757640.000000 Penalty: 5920.090820
	Iteration 39Q: 3 clusters Score -2.275764e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139637 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -22757880.000000 Penalty: 5920.090820
	Iteration 40F: 3 clusters Score -2.275788e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140942 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -22758386.000000 Penalty: 5920.090820
	Iteration 41Q: 3 clusters Score -2.275839e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142128 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -22758828.000000 Penalty: 5920.090820
	Iteration 42Q: 3 clusters Score -2.275883e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143189 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -22759170.000000 Penalty: 5920.090820
	Iteration 43Q: 3 clusters Score -2.275917e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144191 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -22759626.000000 Penalty: 5920.090820
	Iteration 44Q: 3 clusters Score -2.275963e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -22759974.000000 Penalty: 5920.090820
	Iteration 45Q: 3 clusters Score -2.275997e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -22760210.000000 Penalty: 5920.090820
	Iteration 46Q: 3 clusters Score -2.276021e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -22760522.000000 Penalty: 5920.090820
	Iteration 47Q: 3 clusters Score -2.276052e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -22760708.000000 Penalty: 5920.090820
	Iteration 48Q: 3 clusters Score -2.276071e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -22760976.000000 Penalty: 5920.090820
	Iteration 49Q: 3 clusters Score -2.276098e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -22761114.000000 Penalty: 5920.090820
	Iteration 50Q: 3 clusters Score -2.276111e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148522 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -22761212.000000 Penalty: 5920.090820
	Iteration 51Q: 3 clusters Score -2.276121e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148873 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -22761364.000000 Penalty: 5920.090820
	Iteration 52Q: 3 clusters Score -2.276136e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22761536.000000 Penalty: 5920.090820
	Iteration 53Q: 3 clusters Score -2.276154e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -22761602.000000 Penalty: 5920.090820
	Iteration 54Q: 3 clusters Score -2.27616e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149577 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22761726.000000 Penalty: 5920.090820
	Iteration 55Q: 3 clusters Score -2.276173e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149737 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -22761880.000000 Penalty: 5920.090820
	Iteration 56Q: 3 clusters Score -2.276188e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149842 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -22762024.000000 Penalty: 5920.090820
	Iteration 57Q: 3 clusters Score -2.276202e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149943 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22762150.000000 Penalty: 5920.090820
	Iteration 58Q: 3 clusters Score -2.276215e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -22762246.000000 Penalty: 5920.090820
	Iteration 59Q: 3 clusters Score -2.276225e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -22762310.000000 Penalty: 5920.090820
	Iteration 60F: 3 clusters Score -2.276231e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22762364.000000 Penalty: 5920.090820
	Iteration 61Q: 3 clusters Score -2.276236e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22762394.000000 Penalty: 5920.090820
	Iteration 62Q: 3 clusters Score -2.276239e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150153 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -22762422.000000 Penalty: 5920.090820
	Iteration 63Q: 3 clusters Score -2.276242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150156 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -22762400.000000 Penalty: 5920.090820
	Iteration 64Q: 3 clusters Score -2.27624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22762410.000000 Penalty: 5920.090820
	Iteration 65Q: 3 clusters Score -2.276241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22762442.000000 Penalty: 5920.090820
	Iteration 66Q: 3 clusters Score -2.276244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150164 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22762456.000000 Penalty: 5920.090820
	Iteration 67Q: 3 clusters Score -2.276246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150163 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22762442.000000 Penalty: 5920.090820
	Iteration 68Q: 3 clusters Score -2.276244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150160 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -22762464.000000 Penalty: 5920.090820
	Iteration 69Q: 3 clusters Score -2.276246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150159 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22762460.000000 Penalty: 5920.090820
	Iteration 70Q: 3 clusters Score -2.276246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150159 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22762464.000000 Penalty: 5920.090820
	Iteration 71Q: 3 clusters Score -2.276246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22762476.000000 Penalty: 5920.090820
	Iteration 72Q: 3 clusters Score -2.276248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22762484.000000 Penalty: 5920.090820
	Iteration 73Q: 3 clusters Score -2.276248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150163 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22762484.000000 Penalty: 5920.090820
	Iteration 74Q: 3 clusters Score -2.276248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150164 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22762472.000000 Penalty: 5920.090820
	Iteration 75Q: 3 clusters Score -2.276247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150164 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22762476.000000 Penalty: 5920.090820
	Iteration 76Q: 3 clusters Score -2.276248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22762488.000000 Penalty: 5920.090820
	Iteration 77Q: 3 clusters Score -2.276249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22762486.000000 Penalty: 5920.090820
	Iteration 78Q: 3 clusters Score -2.276249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -22762496.000000 Penalty: 5920.090820
	Iteration 79Q: 3 clusters Score -2.27625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22762488.000000 Penalty: 5920.090820
	Iteration 80F: 3 clusters Score -2.276249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22762480.000000 Penalty: 5920.090820
	Iteration 81Q: 3 clusters Score -2.276248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22762480.000000 Penalty: 5920.090820
	Iteration 82F: 3 clusters Score -2.276248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Entering Unmasked Estep 
Score: -717170.500000 Penalty: 2117.029053
	Iteration 0F: 2 clusters Score -717170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -712525.187500 Penalty: 4234.058105
	Iteration 0F: 3 clusters Score -712525.2 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -713738.000000 Penalty: 4234.058105
	Iteration 1F: 3 clusters Score -713738 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -714013.937500 Penalty: 4234.058105
	Iteration 2F: 3 clusters Score -714013.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -714157.750000 Penalty: 4234.058105
	Iteration 3F: 3 clusters Score -714157.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -714234.375000 Penalty: 4234.058105
	Iteration 4Q: 3 clusters Score -714234.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -714293.187500 Penalty: 4234.058105
	Iteration 5Q: 3 clusters Score -714293.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -714345.500000 Penalty: 4234.058105
	Iteration 6Q: 3 clusters Score -714345.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -714392.375000 Penalty: 4234.058105
	Iteration 7Q: 3 clusters Score -714392.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -714437.250000 Penalty: 4234.058105
	Iteration 8Q: 3 clusters Score -714437.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -714472.750000 Penalty: 4234.058105
	Iteration 9Q: 3 clusters Score -714472.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -714508.750000 Penalty: 4234.058105
	Iteration 10Q: 3 clusters Score -714508.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -714541.250000 Penalty: 4234.058105
	Iteration 11Q: 3 clusters Score -714541.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -714572.437500 Penalty: 4234.058105
	Iteration 12Q: 3 clusters Score -714572.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -714619.500000 Penalty: 4234.058105
	Iteration 13Q: 3 clusters Score -714619.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -714669.187500 Penalty: 4234.058105
	Iteration 14Q: 3 clusters Score -714669.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -714716.875000 Penalty: 4234.058105
	Iteration 15Q: 3 clusters Score -714716.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -714762.125000 Penalty: 4234.058105
	Iteration 16Q: 3 clusters Score -714762.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -714808.750000 Penalty: 4234.058105
	Iteration 17Q: 3 clusters Score -714808.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -714855.250000 Penalty: 4234.058105
	Iteration 18Q: 3 clusters Score -714855.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -714899.375000 Penalty: 4234.058105
	Iteration 19Q: 3 clusters Score -714899.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -714939.625000 Penalty: 4234.058105
	Iteration 20F: 3 clusters Score -714939.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -714987.687500 Penalty: 4234.058105
	Iteration 21Q: 3 clusters Score -714987.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -715028.750000 Penalty: 4234.058105
	Iteration 22Q: 3 clusters Score -715028.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -715066.250000 Penalty: 4234.058105
	Iteration 23Q: 3 clusters Score -715066.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -715107.000000 Penalty: 4234.058105
	Iteration 24Q: 3 clusters Score -715107 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -715147.812500 Penalty: 4234.058105
	Iteration 25Q: 3 clusters Score -715147.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -715198.875000 Penalty: 4234.058105
	Iteration 26Q: 3 clusters Score -715198.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -715251.812500 Penalty: 4234.058105
	Iteration 27Q: 3 clusters Score -715251.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -715294.687500 Penalty: 4234.058105
	Iteration 28Q: 3 clusters Score -715294.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -715336.125000 Penalty: 4234.058105
	Iteration 29Q: 3 clusters Score -715336.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -715378.187500 Penalty: 4234.058105
	Iteration 30Q: 3 clusters Score -715378.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -715417.562500 Penalty: 4234.058105
	Iteration 31Q: 3 clusters Score -715417.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -715441.937500 Penalty: 4234.058105
	Iteration 32Q: 3 clusters Score -715441.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -715465.125000 Penalty: 4234.058105
	Iteration 33Q: 3 clusters Score -715465.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -715481.187500 Penalty: 4234.058105
	Iteration 34Q: 3 clusters Score -715481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -715501.375000 Penalty: 4234.058105
	Iteration 35Q: 3 clusters Score -715501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -715512.625000 Penalty: 4234.058105
	Iteration 36Q: 3 clusters Score -715512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -715522.375000 Penalty: 4234.058105
	Iteration 37Q: 3 clusters Score -715522.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -715533.000000 Penalty: 4234.058105
	Iteration 38Q: 3 clusters Score -715533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -715538.750000 Penalty: 4234.058105
	Iteration 39Q: 3 clusters Score -715538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -715542.125000 Penalty: 4234.058105
	Iteration 40F: 3 clusters Score -715542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -715541.750000 Penalty: 4234.058105
	Iteration 41Q: 3 clusters Score -715541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -715542.562500 Penalty: 4234.058105
	Iteration 42Q: 3 clusters Score -715542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -715543.687500 Penalty: 4234.058105
	Iteration 43Q: 3 clusters Score -715543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -715543.687500 Penalty: 4234.058105
	Iteration 44F: 3 clusters Score -715543.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -89599.507812 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -89599.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88009.773438 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -88009.77 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88344.929688 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -88344.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88574.179688 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -88574.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -88767.640625 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -88767.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -88907.695312 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -88907.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -89023.226562 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -89023.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -89112.460938 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -89112.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -89201.476562 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -89201.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -89226.546875 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -89226.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -89237.796875 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -89237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -89243.226562 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -89243.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -89243.226562 Penalty: 3240.037842
	Iteration 11F: 3 clusters Score -89243.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -225269.578125 Penalty: 1837.014771
	Iteration 0F: 2 clusters Score -225269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -222873.593750 Penalty: 3674.029541
	Iteration 0F: 3 clusters Score -222873.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -223344.468750 Penalty: 3674.029541
	Iteration 1F: 3 clusters Score -223344.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -223603.250000 Penalty: 3674.029541
	Iteration 2F: 3 clusters Score -223603.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -223811.343750 Penalty: 3674.029541
	Iteration 3F: 3 clusters Score -223811.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -223939.406250 Penalty: 3674.029541
	Iteration 4F: 3 clusters Score -223939.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -224035.656250 Penalty: 3674.029541
	Iteration 5Q: 3 clusters Score -224035.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -224128.984375 Penalty: 3674.029541
	Iteration 6Q: 3 clusters Score -224129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -224221.687500 Penalty: 3674.029541
	Iteration 7Q: 3 clusters Score -224221.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -224280.671875 Penalty: 3674.029541
	Iteration 8Q: 3 clusters Score -224280.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -224349.234375 Penalty: 3674.029541
	Iteration 9Q: 3 clusters Score -224349.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -224413.906250 Penalty: 3674.029541
	Iteration 10Q: 3 clusters Score -224413.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -224451.453125 Penalty: 3674.029541
	Iteration 11Q: 3 clusters Score -224451.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -224481.218750 Penalty: 3674.029541
	Iteration 12Q: 3 clusters Score -224481.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -224501.281250 Penalty: 3674.029541
	Iteration 13Q: 3 clusters Score -224501.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -224513.203125 Penalty: 3674.029541
	Iteration 14Q: 3 clusters Score -224513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -224522.093750 Penalty: 3674.029541
	Iteration 15Q: 3 clusters Score -224522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -224527.546875 Penalty: 3674.029541
	Iteration 16Q: 3 clusters Score -224527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -224532.125000 Penalty: 3674.029541
	Iteration 17Q: 3 clusters Score -224532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -224534.265625 Penalty: 3674.029541
	Iteration 18Q: 3 clusters Score -224534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -224535.125000 Penalty: 3674.029541
	Iteration 19Q: 3 clusters Score -224535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -224536.921875 Penalty: 3674.029541
	Iteration 20F: 3 clusters Score -224536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -224537.765625 Penalty: 3674.029541
	Iteration 21Q: 3 clusters Score -224537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -224538.984375 Penalty: 3674.029541
	Iteration 22Q: 3 clusters Score -224539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -224541.609375 Penalty: 3674.029541
	Iteration 23Q: 3 clusters Score -224541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -224543.890625 Penalty: 3674.029541
	Iteration 24Q: 3 clusters Score -224543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -224545.031250 Penalty: 3674.029541
	Iteration 25Q: 3 clusters Score -224545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -224547.531250 Penalty: 3674.029541
	Iteration 26Q: 3 clusters Score -224547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -224548.140625 Penalty: 3674.029541
	Iteration 27Q: 3 clusters Score -224548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -224548.937500 Penalty: 3674.029541
	Iteration 28Q: 3 clusters Score -224548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -224550.593750 Penalty: 3674.029541
	Iteration 29Q: 3 clusters Score -224550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -224550.843750 Penalty: 3674.029541
	Iteration 30Q: 3 clusters Score -224550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -224550.843750 Penalty: 3674.029541
	Iteration 31F: 3 clusters Score -224550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -799558.000000 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -799558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -794694.812500 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -794694.8 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -795852.750000 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -795852.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -796077.187500 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -796077.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -796262.875000 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -796262.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -796401.625000 Penalty: 4273.062500
	Iteration 4Q: 3 clusters Score -796401.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -796546.062500 Penalty: 4273.062500
	Iteration 5Q: 3 clusters Score -796546.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -796676.500000 Penalty: 4273.062500
	Iteration 6Q: 3 clusters Score -796676.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -796800.812500 Penalty: 4273.062500
	Iteration 7Q: 3 clusters Score -796800.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -796918.312500 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -796918.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -797044.125000 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -797044.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -797164.937500 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -797164.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -797314.375000 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -797314.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -797465.312500 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -797465.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -797584.125000 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -797584.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -797683.000000 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -797683 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -797757.187500 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -797757.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -797820.062500 Penalty: 4273.062500
	Iteration 16Q: 3 clusters Score -797820.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -797869.500000 Penalty: 4273.062500
	Iteration 17Q: 3 clusters Score -797869.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -797920.250000 Penalty: 4273.062500
	Iteration 18Q: 3 clusters Score -797920.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -797969.625000 Penalty: 4273.062500
	Iteration 19Q: 3 clusters Score -797969.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -798026.250000 Penalty: 4273.062500
	Iteration 20F: 3 clusters Score -798026.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -798074.875000 Penalty: 4273.062500
	Iteration 21Q: 3 clusters Score -798074.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -798116.875000 Penalty: 4273.062500
	Iteration 22Q: 3 clusters Score -798116.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -798147.687500 Penalty: 4273.062500
	Iteration 23Q: 3 clusters Score -798147.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -798177.437500 Penalty: 4273.062500
	Iteration 24Q: 3 clusters Score -798177.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -798203.125000 Penalty: 4273.062500
	Iteration 25Q: 3 clusters Score -798203.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -798227.000000 Penalty: 4273.062500
	Iteration 26Q: 3 clusters Score -798227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -798238.625000 Penalty: 4273.062500
	Iteration 27Q: 3 clusters Score -798238.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -798251.437500 Penalty: 4273.062500
	Iteration 28Q: 3 clusters Score -798251.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -798263.250000 Penalty: 4273.062500
	Iteration 29Q: 3 clusters Score -798263.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -798274.562500 Penalty: 4273.062500
	Iteration 30Q: 3 clusters Score -798274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -798274.937500 Penalty: 4273.062500
	Iteration 31Q: 3 clusters Score -798274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -798277.000000 Penalty: 4273.062500
	Iteration 32Q: 3 clusters Score -798277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -798279.937500 Penalty: 4273.062500
	Iteration 33Q: 3 clusters Score -798279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -798281.687500 Penalty: 4273.062500
	Iteration 34Q: 3 clusters Score -798281.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -798286.000000 Penalty: 4273.062500
	Iteration 35Q: 3 clusters Score -798286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -798295.625000 Penalty: 4273.062500
	Iteration 36Q: 3 clusters Score -798295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -798301.437500 Penalty: 4273.062500
	Iteration 37Q: 3 clusters Score -798301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -798305.125000 Penalty: 4273.062500
	Iteration 38Q: 3 clusters Score -798305.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -798308.687500 Penalty: 4273.062500
	Iteration 39Q: 3 clusters Score -798308.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -798311.125000 Penalty: 4273.062500
	Iteration 40F: 3 clusters Score -798311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -798316.437500 Penalty: 4273.062500
	Iteration 41Q: 3 clusters Score -798316.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -798321.375000 Penalty: 4273.062500
	Iteration 42Q: 3 clusters Score -798321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -798321.187500 Penalty: 4273.062500
	Iteration 43Q: 3 clusters Score -798321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -798322.500000 Penalty: 4273.062500
	Iteration 44Q: 3 clusters Score -798322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -798323.625000 Penalty: 4273.062500
	Iteration 45Q: 3 clusters Score -798323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -798323.875000 Penalty: 4273.062500
	Iteration 46Q: 3 clusters Score -798323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -798325.875000 Penalty: 4273.062500
	Iteration 47Q: 3 clusters Score -798325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -798326.312500 Penalty: 4273.062500
	Iteration 48Q: 3 clusters Score -798326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -798327.500000 Penalty: 4273.062500
	Iteration 49Q: 3 clusters Score -798327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -798328.125000 Penalty: 4273.062500
	Iteration 50Q: 3 clusters Score -798328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -798328.125000 Penalty: 4273.062500
	Iteration 51F: 3 clusters Score -798328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -90228.585938 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -90228.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88691.984375 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -88691.98 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89078.664062 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -89078.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -89222.820312 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -89222.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89296.648438 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -89296.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -89348.320312 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -89348.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89388.195312 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -89388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89417.226562 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -89417.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89443.648438 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -89443.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89467.882812 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -89467.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89481.609375 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -89481.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89502.515625 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -89502.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89508.828125 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -89508.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89515.203125 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -89515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89526.453125 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -89526.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89544.648438 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -89544.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89555.335938 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -89555.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89566.640625 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -89566.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -89593.953125 Penalty: 3262.619141
	Iteration 17Q: 3 clusters Score -89593.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -89642.281250 Penalty: 3262.619141
	Iteration 18Q: 3 clusters Score -89642.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89660.851562 Penalty: 3262.619141
	Iteration 19Q: 3 clusters Score -89660.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89663.375000 Penalty: 3262.619141
	Iteration 20F: 3 clusters Score -89663.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89666.468750 Penalty: 3262.619141
	Iteration 21Q: 3 clusters Score -89666.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89666.468750 Penalty: 3262.619141
	Iteration 22F: 3 clusters Score -89666.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Entering Unmasked Estep 
Score: -1901976.000000 Penalty: 2355.521973
	Iteration 0F: 2 clusters Score -1901976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1892150.875000 Penalty: 4711.043945
	Iteration 0F: 3 clusters Score -1892151 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1895406.750000 Penalty: 4711.043945
	Iteration 1F: 3 clusters Score -1895407 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1896047.500000 Penalty: 4711.043945
	Iteration 2F: 3 clusters Score -1896048 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1896793.000000 Penalty: 4711.043945
	Iteration 3F: 3 clusters Score -1896793 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1897807.625000 Penalty: 4711.043945
	Iteration 4F: 3 clusters Score -1897808 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1898988.750000 Penalty: 4711.043945
	Iteration 5F: 3 clusters Score -1898989 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1899858.625000 Penalty: 4711.043945
	Iteration 6F: 3 clusters Score -1899859 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1900397.000000 Penalty: 4711.043945
	Iteration 7F: 3 clusters Score -1900397 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1900709.500000 Penalty: 4711.043945
	Iteration 8Q: 3 clusters Score -1900710 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1900881.875000 Penalty: 4711.043945
	Iteration 9Q: 3 clusters Score -1900882 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1900978.875000 Penalty: 4711.043945
	Iteration 10Q: 3 clusters Score -1900979 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1901052.875000 Penalty: 4711.043945
	Iteration 11Q: 3 clusters Score -1901053 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1901095.750000 Penalty: 4711.043945
	Iteration 12Q: 3 clusters Score -1901096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1901136.125000 Penalty: 4711.043945
	Iteration 13Q: 3 clusters Score -1901136 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1901179.375000 Penalty: 4711.043945
	Iteration 14Q: 3 clusters Score -1901179 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1901224.000000 Penalty: 4711.043945
	Iteration 15Q: 3 clusters Score -1901224 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1901270.750000 Penalty: 4711.043945
	Iteration 16Q: 3 clusters Score -1901271 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1901294.375000 Penalty: 4711.043945
	Iteration 17Q: 3 clusters Score -1901294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1901324.375000 Penalty: 4711.043945
	Iteration 18Q: 3 clusters Score -1901324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1901346.750000 Penalty: 4711.043945
	Iteration 19Q: 3 clusters Score -1901347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1901366.625000 Penalty: 4711.043945
	Iteration 20F: 3 clusters Score -1901367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1901384.750000 Penalty: 4711.043945
	Iteration 21Q: 3 clusters Score -1901385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1901406.750000 Penalty: 4711.043945
	Iteration 22Q: 3 clusters Score -1901407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1901422.000000 Penalty: 4711.043945
	Iteration 23Q: 3 clusters Score -1901422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1901455.875000 Penalty: 4711.043945
	Iteration 24Q: 3 clusters Score -1901456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1901479.500000 Penalty: 4711.043945
	Iteration 25Q: 3 clusters Score -1901480 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1901500.375000 Penalty: 4711.043945
	Iteration 26Q: 3 clusters Score -1901500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1901519.875000 Penalty: 4711.043945
	Iteration 27Q: 3 clusters Score -1901520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1901549.375000 Penalty: 4711.043945
	Iteration 28Q: 3 clusters Score -1901549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1901571.500000 Penalty: 4711.043945
	Iteration 29Q: 3 clusters Score -1901572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1901590.875000 Penalty: 4711.043945
	Iteration 30Q: 3 clusters Score -1901591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1901603.500000 Penalty: 4711.043945
	Iteration 31Q: 3 clusters Score -1901604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1901616.375000 Penalty: 4711.043945
	Iteration 32Q: 3 clusters Score -1901616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1901625.000000 Penalty: 4711.043945
	Iteration 33Q: 3 clusters Score -1901625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1901638.125000 Penalty: 4711.043945
	Iteration 34Q: 3 clusters Score -1901638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1901649.000000 Penalty: 4711.043945
	Iteration 35Q: 3 clusters Score -1901649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1901653.125000 Penalty: 4711.043945
	Iteration 36Q: 3 clusters Score -1901653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1901658.000000 Penalty: 4711.043945
	Iteration 37Q: 3 clusters Score -1901658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1901660.875000 Penalty: 4711.043945
	Iteration 38Q: 3 clusters Score -1901661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1901660.875000 Penalty: 4711.043945
	Iteration 39Q: 3 clusters Score -1901661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1901655.125000 Penalty: 4711.043945
	Iteration 40F: 3 clusters Score -1901655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1901656.625000 Penalty: 4711.043945
	Iteration 41Q: 3 clusters Score -1901657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1901662.500000 Penalty: 4711.043945
	Iteration 42Q: 3 clusters Score -1901662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1901664.125000 Penalty: 4711.043945
	Iteration 43Q: 3 clusters Score -1901664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1901664.125000 Penalty: 4711.043945
	Iteration 44F: 3 clusters Score -1901664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -126815.960938 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -126816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125054.125000 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -125054.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -125801.007812 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -125801 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -126204.718750 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -126204.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -126526.687500 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -126526.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -126698.257812 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -126698.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126825.320312 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -126825.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126867.828125 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -126867.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126914.062500 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -126914.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126939.414062 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -126939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126965.609375 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -126965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126993.210938 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -126993.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127066.039062 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -127066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127139.132812 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -127139.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127206.882812 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -127206.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127234.648438 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -127234.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127248.289062 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -127248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -127253.625000 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -127253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -127262.507812 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -127262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127267.359375 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -127267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127270.000000 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -127270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127272.500000 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -127272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127276.320312 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -127276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127278.742188 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -127278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127278.742188 Penalty: 3437.525391
	Iteration 23F: 3 clusters Score -127278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194083 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62509 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152614 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13334 members 
Mstep: Class 33 contains 570 members 
Entering Unmasked Estep 
Score: -95491040.000000 Penalty: 109682.515625
Splitting cluster 33 changes total score from -95492200.000000 to -95491040.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 194083 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10055 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62509 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152614 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13334 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492112.000000 Penalty: 106358.804688
Iteration 199Q: 33 clusters Score -9.549211e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 14900 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193937 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23544 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 13915 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 10067 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62508 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152757 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13334 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492104.000000 Penalty: 106358.804688
Iteration 200F: 33 clusters Score -9.54921e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 8861 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193809 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 7789 members 
Mstep: Class 10 contains 13912 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25531 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62501 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33534 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 152902 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13340 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492096.000000 Penalty: 106358.804688
Iteration 201Q: 33 clusters Score -9.54921e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 8855 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193678 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7791 members 
Mstep: Class 10 contains 13909 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62492 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33538 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153047 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13345 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492224.000000 Penalty: 106358.804688
Iteration 202Q: 33 clusters Score -9.549222e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193589 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7795 members 
Mstep: Class 10 contains 13909 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25534 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62491 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153130 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13350 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492000.000000 Penalty: 106358.804688
Iteration 203Q: 33 clusters Score -9.5492e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193536 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 13909 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25534 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62489 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33532 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153183 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13356 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492024.000000 Penalty: 106358.804688
Iteration 204Q: 33 clusters Score -9.549202e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193488 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7801 members 
Mstep: Class 10 contains 13909 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10081 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62485 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33520 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153231 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13357 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492048.000000 Penalty: 106358.804688
Iteration 205Q: 33 clusters Score -9.549205e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 14895 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193429 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 7796 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10087 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62484 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33511 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153296 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13362 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491976.000000 Penalty: 106358.804688
Iteration 206Q: 33 clusters Score -9.549198e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193359 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 7795 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10091 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62482 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33507 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153366 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13366 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491976.000000 Penalty: 106358.804688
Iteration 207Q: 33 clusters Score -9.549198e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193290 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10099 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62480 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33505 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153431 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13365 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492008.000000 Penalty: 106358.804688
Iteration 208Q: 33 clusters Score -9.549201e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193234 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10109 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62475 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33505 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153480 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13364 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492024.000000 Penalty: 106358.804688
Iteration 209Q: 33 clusters Score -9.549202e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 14900 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193191 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7799 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10122 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62473 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33505 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153506 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13362 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492008.000000 Penalty: 106358.804688
Iteration 210Q: 33 clusters Score -9.549201e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193135 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7800 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10138 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62469 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33507 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153541 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13362 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492008.000000 Penalty: 106358.804688
Iteration 211Q: 33 clusters Score -9.549201e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 14904 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193072 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7801 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10148 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62465 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33507 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153596 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13361 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491944.000000 Penalty: 106358.804688
Iteration 212Q: 33 clusters Score -9.549194e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 14906 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193009 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 7801 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 13 contains 10164 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62461 members 
Mstep: Class 19 contains 6238 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33505 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153647 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13362 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491936.000000 Penalty: 106358.804688
Iteration 213Q: 33 clusters Score -9.549194e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 14906 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192950 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10178 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62458 members 
Mstep: Class 19 contains 6238 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33507 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153688 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13362 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492016.000000 Penalty: 106358.804688
Iteration 214Q: 33 clusters Score -9.549202e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 14907 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192893 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10184 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62457 members 
Mstep: Class 19 contains 6240 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33511 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153736 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13360 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492088.000000 Penalty: 106358.804688
Iteration 215Q: 33 clusters Score -9.549209e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 14907 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192847 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 7805 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25534 members 
Mstep: Class 13 contains 10188 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62456 members 
Mstep: Class 19 contains 6241 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33516 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153769 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13359 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492168.000000 Penalty: 106358.804688
Iteration 216Q: 33 clusters Score -9.549217e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192818 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 10194 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62452 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 33528 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153779 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13358 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492248.000000 Penalty: 106358.804688
Iteration 217Q: 33 clusters Score -9.549225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 14911 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192800 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25531 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33534 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153791 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13357 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492160.000000 Penalty: 106358.804688
Iteration 218Q: 33 clusters Score -9.549216e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 14914 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192794 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 25534 members 
Mstep: Class 13 contains 10202 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 6244 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33541 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153793 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13357 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492112.000000 Penalty: 106358.804688
Iteration 219Q: 33 clusters Score -9.549211e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 14912 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192803 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25536 members 
Mstep: Class 13 contains 10208 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62427 members 
Mstep: Class 19 contains 6244 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153775 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13358 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492048.000000 Penalty: 106358.804688
Iteration 220F: 33 clusters Score -9.549205e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 14910 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192834 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10209 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62424 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33549 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153751 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13357 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492048.000000 Penalty: 106358.804688
Iteration 221Q: 33 clusters Score -9.549205e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192859 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33552 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153722 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13356 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492088.000000 Penalty: 106358.804688
Iteration 222Q: 33 clusters Score -9.549209e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192898 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10214 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62424 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33550 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153682 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13356 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492096.000000 Penalty: 106358.804688
Iteration 223Q: 33 clusters Score -9.54921e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192936 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62424 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33551 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153646 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13355 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492040.000000 Penalty: 106358.804688
Iteration 224Q: 33 clusters Score -9.549204e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192969 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10209 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62424 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33547 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153620 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13353 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492032.000000 Penalty: 106358.804688
Iteration 225Q: 33 clusters Score -9.549203e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 192997 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10208 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62424 members 
Mstep: Class 19 contains 6241 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33547 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153592 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13352 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492016.000000 Penalty: 106358.804688
Iteration 226Q: 33 clusters Score -9.549202e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193024 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33543 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153569 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13352 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492032.000000 Penalty: 106358.804688
Iteration 227Q: 33 clusters Score -9.549203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193044 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33543 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153552 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13353 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492008.000000 Penalty: 106358.804688
Iteration 228Q: 33 clusters Score -9.549201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193058 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33544 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153536 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491976.000000 Penalty: 106358.804688
Iteration 229Q: 33 clusters Score -9.549198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193068 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33546 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153525 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491984.000000 Penalty: 106358.804688
Iteration 230Q: 33 clusters Score -9.549198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193074 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33546 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153519 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95491984.000000 Penalty: 106358.804688
Iteration 231Q: 33 clusters Score -9.549198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193080 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10208 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33546 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153512 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492008.000000 Penalty: 106358.804688
Iteration 232Q: 33 clusters Score -9.549201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193084 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33546 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153509 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492040.000000 Penalty: 106358.804688
Iteration 233Q: 33 clusters Score -9.549204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193093 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153500 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492064.000000 Penalty: 106358.804688
Iteration 234Q: 33 clusters Score -9.549206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193097 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33550 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153496 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492048.000000 Penalty: 106358.804688
Iteration 235Q: 33 clusters Score -9.549205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193106 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153489 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492064.000000 Penalty: 106358.804688
Iteration 236Q: 33 clusters Score -9.549206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193108 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153486 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492056.000000 Penalty: 106358.804688
Iteration 237Q: 33 clusters Score -9.549206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193114 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153480 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492040.000000 Penalty: 106358.804688
Iteration 238Q: 33 clusters Score -9.549204e+07 nChanged 7
Entering ConstructFrom: 
Score: -95492040.000000 Penalty: 106358.804688
Entering ConstructFrom: 
Trying to split cluster 1 (48480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Entering Unmasked Estep 
Score: -7107782.000000 Penalty: 2675.648926
	Iteration 0F: 2 clusters Score -7107782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -7075307.500000 Penalty: 5351.297852
	Iteration 0F: 3 clusters Score -7075308 nChanged 22288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -7087780.000000 Penalty: 5351.297852
	Iteration 1F: 3 clusters Score -7087780 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -7088632.500000 Penalty: 5351.297852
	Iteration 2Q: 3 clusters Score -7088632 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -7089516.000000 Penalty: 5351.297852
	Iteration 3Q: 3 clusters Score -7089516 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -7090598.500000 Penalty: 5351.297852
	Iteration 4F: 3 clusters Score -7090598 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -7092033.500000 Penalty: 5351.297852
	Iteration 5F: 3 clusters Score -7092034 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -7093841.500000 Penalty: 5351.297852
	Iteration 6F: 3 clusters Score -7093842 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -7096198.500000 Penalty: 5351.297852
	Iteration 7F: 3 clusters Score -7096198 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7098790.000000 Penalty: 5351.297852
	Iteration 8F: 3 clusters Score -7098790 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7101148.000000 Penalty: 5351.297852
	Iteration 9F: 3 clusters Score -7101148 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7103079.000000 Penalty: 5351.297852
	Iteration 10Q: 3 clusters Score -7103079 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7104180.000000 Penalty: 5351.297852
	Iteration 11Q: 3 clusters Score -7104180 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7104811.500000 Penalty: 5351.297852
	Iteration 12Q: 3 clusters Score -7104812 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7105131.500000 Penalty: 5351.297852
	Iteration 13Q: 3 clusters Score -7105132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7105289.000000 Penalty: 5351.297852
	Iteration 14Q: 3 clusters Score -7105289 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7105374.500000 Penalty: 5351.297852
	Iteration 15Q: 3 clusters Score -7105374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7105412.500000 Penalty: 5351.297852
	Iteration 16Q: 3 clusters Score -7105412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7105423.500000 Penalty: 5351.297852
	Iteration 17Q: 3 clusters Score -7105424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7105437.000000 Penalty: 5351.297852
	Iteration 18Q: 3 clusters Score -7105437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7105446.000000 Penalty: 5351.297852
	Iteration 19Q: 3 clusters Score -7105446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7105458.000000 Penalty: 5351.297852
	Iteration 20F: 3 clusters Score -7105458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7105469.500000 Penalty: 5351.297852
	Iteration 21Q: 3 clusters Score -7105470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7105474.500000 Penalty: 5351.297852
	Iteration 22Q: 3 clusters Score -7105474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7105476.000000 Penalty: 5351.297852
	Iteration 23Q: 3 clusters Score -7105476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7105483.000000 Penalty: 5351.297852
	Iteration 24Q: 3 clusters Score -7105483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7105487.500000 Penalty: 5351.297852
	Iteration 25Q: 3 clusters Score -7105488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7105491.000000 Penalty: 5351.297852
	Iteration 26Q: 3 clusters Score -7105491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7105501.500000 Penalty: 5351.297852
	Iteration 27Q: 3 clusters Score -7105502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7105509.500000 Penalty: 5351.297852
	Iteration 28Q: 3 clusters Score -7105510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7105508.000000 Penalty: 5351.297852
	Iteration 29Q: 3 clusters Score -7105508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7105513.000000 Penalty: 5351.297852
	Iteration 30Q: 3 clusters Score -7105513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7105514.000000 Penalty: 5351.297852
	Iteration 31Q: 3 clusters Score -7105514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7105521.000000 Penalty: 5351.297852
	Iteration 32Q: 3 clusters Score -7105521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7105530.000000 Penalty: 5351.297852
	Iteration 33Q: 3 clusters Score -7105530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7105530.500000 Penalty: 5351.297852
	Iteration 34Q: 3 clusters Score -7105530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7105533.500000 Penalty: 5351.297852
	Iteration 35Q: 3 clusters Score -7105534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7105540.000000 Penalty: 5351.297852
	Iteration 36Q: 3 clusters Score -7105540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7105543.000000 Penalty: 5351.297852
	Iteration 37Q: 3 clusters Score -7105543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7105546.500000 Penalty: 5351.297852
	Iteration 38Q: 3 clusters Score -7105546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7105550.500000 Penalty: 5351.297852
	Iteration 39Q: 3 clusters Score -7105550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7105549.000000 Penalty: 5351.297852
	Iteration 40F: 3 clusters Score -7105549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -2182272.750000 Penalty: 2383.210693
	Iteration 0F: 2 clusters Score -2182273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2171482.750000 Penalty: 4766.421387
	Iteration 0F: 3 clusters Score -2171483 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2174908.000000 Penalty: 4766.421387
	Iteration 1F: 3 clusters Score -2174908 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2175318.750000 Penalty: 4766.421387
	Iteration 2F: 3 clusters Score -2175319 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2175676.000000 Penalty: 4766.421387
	Iteration 3F: 3 clusters Score -2175676 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2176039.500000 Penalty: 4766.421387
	Iteration 4F: 3 clusters Score -2176040 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2176370.000000 Penalty: 4766.421387
	Iteration 5Q: 3 clusters Score -2176370 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2176696.500000 Penalty: 4766.421387
	Iteration 6Q: 3 clusters Score -2176696 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2177018.250000 Penalty: 4766.421387
	Iteration 7Q: 3 clusters Score -2177018 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2177366.250000 Penalty: 4766.421387
	Iteration 8Q: 3 clusters Score -2177366 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2177683.000000 Penalty: 4766.421387
	Iteration 9Q: 3 clusters Score -2177683 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2177981.000000 Penalty: 4766.421387
	Iteration 10Q: 3 clusters Score -2177981 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2178304.500000 Penalty: 4766.421387
	Iteration 11Q: 3 clusters Score -2178304 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2178618.750000 Penalty: 4766.421387
	Iteration 12Q: 3 clusters Score -2178619 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2178906.250000 Penalty: 4766.421387
	Iteration 13Q: 3 clusters Score -2178906 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2179128.500000 Penalty: 4766.421387
	Iteration 14Q: 3 clusters Score -2179128 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2179323.500000 Penalty: 4766.421387
	Iteration 15Q: 3 clusters Score -2179324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2179454.750000 Penalty: 4766.421387
	Iteration 16Q: 3 clusters Score -2179455 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2179570.000000 Penalty: 4766.421387
	Iteration 17Q: 3 clusters Score -2179570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2179650.750000 Penalty: 4766.421387
	Iteration 18Q: 3 clusters Score -2179651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2179716.750000 Penalty: 4766.421387
	Iteration 19Q: 3 clusters Score -2179717 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2179773.750000 Penalty: 4766.421387
	Iteration 20F: 3 clusters Score -2179774 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2179826.500000 Penalty: 4766.421387
	Iteration 21Q: 3 clusters Score -2179826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2179891.750000 Penalty: 4766.421387
	Iteration 22Q: 3 clusters Score -2179892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2179943.000000 Penalty: 4766.421387
	Iteration 23Q: 3 clusters Score -2179943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2179991.500000 Penalty: 4766.421387
	Iteration 24Q: 3 clusters Score -2179992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2180016.750000 Penalty: 4766.421387
	Iteration 25Q: 3 clusters Score -2180017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2180046.500000 Penalty: 4766.421387
	Iteration 26Q: 3 clusters Score -2180046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2180069.500000 Penalty: 4766.421387
	Iteration 27Q: 3 clusters Score -2180070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2180089.250000 Penalty: 4766.421387
	Iteration 28Q: 3 clusters Score -2180089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2180100.750000 Penalty: 4766.421387
	Iteration 29Q: 3 clusters Score -2180101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2180116.000000 Penalty: 4766.421387
	Iteration 30Q: 3 clusters Score -2180116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2180126.750000 Penalty: 4766.421387
	Iteration 31Q: 3 clusters Score -2180127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2180146.000000 Penalty: 4766.421387
	Iteration 32Q: 3 clusters Score -2180146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2180164.000000 Penalty: 4766.421387
	Iteration 33Q: 3 clusters Score -2180164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2180177.000000 Penalty: 4766.421387
	Iteration 34Q: 3 clusters Score -2180177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2180186.750000 Penalty: 4766.421387
	Iteration 35Q: 3 clusters Score -2180187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2180198.250000 Penalty: 4766.421387
	Iteration 36Q: 3 clusters Score -2180198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2180206.250000 Penalty: 4766.421387
	Iteration 37Q: 3 clusters Score -2180206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2180211.000000 Penalty: 4766.421387
	Iteration 38Q: 3 clusters Score -2180211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2180217.250000 Penalty: 4766.421387
	Iteration 39Q: 3 clusters Score -2180217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2180230.000000 Penalty: 4766.421387
	Iteration 40F: 3 clusters Score -2180230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2180231.750000 Penalty: 4766.421387
	Iteration 41Q: 3 clusters Score -2180232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2180237.000000 Penalty: 4766.421387
	Iteration 42Q: 3 clusters Score -2180237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2180240.500000 Penalty: 4766.421387
	Iteration 43Q: 3 clusters Score -2180240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2180244.000000 Penalty: 4766.421387
	Iteration 44Q: 3 clusters Score -2180244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2180251.250000 Penalty: 4766.421387
	Iteration 45Q: 3 clusters Score -2180251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2180250.000000 Penalty: 4766.421387
	Iteration 46Q: 3 clusters Score -2180250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2180249.250000 Penalty: 4766.421387
	Iteration 47Q: 3 clusters Score -2180249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2180250.750000 Penalty: 4766.421387
	Iteration 48Q: 3 clusters Score -2180251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2180250.750000 Penalty: 4766.421387
	Iteration 49F: 3 clusters Score -2180251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -1277948.875000 Penalty: 2253.698730
	Iteration 0F: 2 clusters Score -1277949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1270964.000000 Penalty: 4507.397461
	Iteration 0F: 3 clusters Score -1270964 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1272974.750000 Penalty: 4507.397461
	Iteration 1F: 3 clusters Score -1272975 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1273313.250000 Penalty: 4507.397461
	Iteration 2F: 3 clusters Score -1273313 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1273548.875000 Penalty: 4507.397461
	Iteration 3F: 3 clusters Score -1273549 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1273754.750000 Penalty: 4507.397461
	Iteration 4Q: 3 clusters Score -1273755 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1273927.750000 Penalty: 4507.397461
	Iteration 5Q: 3 clusters Score -1273928 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1274088.750000 Penalty: 4507.397461
	Iteration 6Q: 3 clusters Score -1274089 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1274263.125000 Penalty: 4507.397461
	Iteration 7Q: 3 clusters Score -1274263 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1274421.625000 Penalty: 4507.397461
	Iteration 8Q: 3 clusters Score -1274422 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1274580.250000 Penalty: 4507.397461
	Iteration 9Q: 3 clusters Score -1274580 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1274738.000000 Penalty: 4507.397461
	Iteration 10Q: 3 clusters Score -1274738 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1274873.250000 Penalty: 4507.397461
	Iteration 11Q: 3 clusters Score -1274873 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1275026.000000 Penalty: 4507.397461
	Iteration 12Q: 3 clusters Score -1275026 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1275187.375000 Penalty: 4507.397461
	Iteration 13Q: 3 clusters Score -1275187 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1275330.250000 Penalty: 4507.397461
	Iteration 14Q: 3 clusters Score -1275330 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1275476.250000 Penalty: 4507.397461
	Iteration 15Q: 3 clusters Score -1275476 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1275594.000000 Penalty: 4507.397461
	Iteration 16Q: 3 clusters Score -1275594 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1275683.875000 Penalty: 4507.397461
	Iteration 17Q: 3 clusters Score -1275684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1275746.625000 Penalty: 4507.397461
	Iteration 18Q: 3 clusters Score -1275747 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1275785.750000 Penalty: 4507.397461
	Iteration 19Q: 3 clusters Score -1275786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1275817.125000 Penalty: 4507.397461
	Iteration 20F: 3 clusters Score -1275817 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1275840.125000 Penalty: 4507.397461
	Iteration 21Q: 3 clusters Score -1275840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1275878.375000 Penalty: 4507.397461
	Iteration 22Q: 3 clusters Score -1275878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1275916.875000 Penalty: 4507.397461
	Iteration 23Q: 3 clusters Score -1275917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1275948.125000 Penalty: 4507.397461
	Iteration 24Q: 3 clusters Score -1275948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1275974.875000 Penalty: 4507.397461
	Iteration 25Q: 3 clusters Score -1275975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1275996.250000 Penalty: 4507.397461
	Iteration 26Q: 3 clusters Score -1275996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1276011.125000 Penalty: 4507.397461
	Iteration 27Q: 3 clusters Score -1276011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1276019.000000 Penalty: 4507.397461
	Iteration 28Q: 3 clusters Score -1276019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1276034.625000 Penalty: 4507.397461
	Iteration 29Q: 3 clusters Score -1276035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1276043.000000 Penalty: 4507.397461
	Iteration 30Q: 3 clusters Score -1276043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1276052.875000 Penalty: 4507.397461
	Iteration 31Q: 3 clusters Score -1276053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1276057.375000 Penalty: 4507.397461
	Iteration 32Q: 3 clusters Score -1276057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1276064.500000 Penalty: 4507.397461
	Iteration 33Q: 3 clusters Score -1276064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1276064.125000 Penalty: 4507.397461
	Iteration 34Q: 3 clusters Score -1276064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1276063.375000 Penalty: 4507.397461
	Iteration 35Q: 3 clusters Score -1276063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1276065.375000 Penalty: 4507.397461
	Iteration 36Q: 3 clusters Score -1276065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1276067.000000 Penalty: 4507.397461
	Iteration 37Q: 3 clusters Score -1276067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1276066.125000 Penalty: 4507.397461
	Iteration 38Q: 3 clusters Score -1276066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1276067.375000 Penalty: 4507.397461
	Iteration 39Q: 3 clusters Score -1276067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1276067.375000 Penalty: 4507.397461
	Iteration 40F: 3 clusters Score -1276067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -204826.734375 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -204826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202376.562500 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -202376.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202817.312500 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -202817.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203009.984375 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -203010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -203159.234375 Penalty: 3704.382812
	Iteration 3F: 3 clusters Score -203159.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -203267.671875 Penalty: 3704.382812
	Iteration 4Q: 3 clusters Score -203267.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -203356.578125 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -203356.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -203426.468750 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -203426.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -203506.562500 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -203506.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -203585.093750 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -203585.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -203653.437500 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -203653.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -203708.718750 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -203708.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -203757.937500 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -203757.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -203793.078125 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -203793.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203822.484375 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -203822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203834.015625 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -203834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203839.578125 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -203839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203842.281250 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -203842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -203846.796875 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -203846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -203847.421875 Penalty: 3704.382812
	Iteration 18Q: 3 clusters Score -203847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -203851.984375 Penalty: 3704.382812
	Iteration 19Q: 3 clusters Score -203852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -203853.281250 Penalty: 3704.382812
	Iteration 20F: 3 clusters Score -203853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -203853.718750 Penalty: 3704.382812
	Iteration 21Q: 3 clusters Score -203853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -203855.578125 Penalty: 3704.382812
	Iteration 22Q: 3 clusters Score -203855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -203858.718750 Penalty: 3704.382812
	Iteration 23Q: 3 clusters Score -203858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -203861.343750 Penalty: 3704.382812
	Iteration 24Q: 3 clusters Score -203861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -203863.718750 Penalty: 3704.382812
	Iteration 25Q: 3 clusters Score -203863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203864.453125 Penalty: 3704.382812
	Iteration 26Q: 3 clusters Score -203864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203864.453125 Penalty: 3704.382812
	Iteration 27F: 3 clusters Score -203864.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (193121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193121 members 
Entering Unmasked Estep 
Score: -28869004.000000 Penalty: 3018.425781
	Iteration 0F: 2 clusters Score -2.8869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -28742496.000000 Penalty: 6036.851562
	Iteration 0F: 3 clusters Score -2.87425e+07 nChanged 92857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -28796404.000000 Penalty: 6036.851562
	Iteration 1F: 3 clusters Score -2.87964e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -28797588.000000 Penalty: 6036.851562
	Iteration 2Q: 3 clusters Score -2.879759e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102849 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -28798786.000000 Penalty: 6036.851562
	Iteration 3Q: 3 clusters Score -2.879879e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -28800526.000000 Penalty: 6036.851562
	Iteration 4Q: 3 clusters Score -2.880053e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -28803176.000000 Penalty: 6036.851562
	Iteration 5Q: 3 clusters Score -2.880318e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117765 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -28807118.000000 Penalty: 6036.851562
	Iteration 6Q: 3 clusters Score -2.880712e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -28813034.000000 Penalty: 6036.851562
	Iteration 7F: 3 clusters Score -2.881303e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139303 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -28822398.000000 Penalty: 6036.851562
	Iteration 8F: 3 clusters Score -2.88224e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152592 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -28834358.000000 Penalty: 6036.851562
	Iteration 9F: 3 clusters Score -2.883436e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164471 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -28844968.000000 Penalty: 6036.851562
	Iteration 10F: 3 clusters Score -2.884497e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173070 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -28852358.000000 Penalty: 6036.851562
	Iteration 11Q: 3 clusters Score -2.885236e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178915 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -28857070.000000 Penalty: 6036.851562
	Iteration 12Q: 3 clusters Score -2.885707e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183012 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -28860106.000000 Penalty: 6036.851562
	Iteration 13Q: 3 clusters Score -2.886011e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -28862008.000000 Penalty: 6036.851562
	Iteration 14Q: 3 clusters Score -2.886201e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187963 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -28863364.000000 Penalty: 6036.851562
	Iteration 15Q: 3 clusters Score -2.886336e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189362 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -28864214.000000 Penalty: 6036.851562
	Iteration 16Q: 3 clusters Score -2.886421e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190343 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -28864782.000000 Penalty: 6036.851562
	Iteration 17Q: 3 clusters Score -2.886478e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191019 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -28865222.000000 Penalty: 6036.851562
	Iteration 18Q: 3 clusters Score -2.886522e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191431 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -28865508.000000 Penalty: 6036.851562
	Iteration 19Q: 3 clusters Score -2.886551e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191721 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -28865710.000000 Penalty: 6036.851562
	Iteration 20F: 3 clusters Score -2.886571e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191921 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -28865888.000000 Penalty: 6036.851562
	Iteration 21Q: 3 clusters Score -2.886589e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192054 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -28865958.000000 Penalty: 6036.851562
	Iteration 22Q: 3 clusters Score -2.886596e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192145 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -28866028.000000 Penalty: 6036.851562
	Iteration 23Q: 3 clusters Score -2.886603e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192214 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -28866090.000000 Penalty: 6036.851562
	Iteration 24Q: 3 clusters Score -2.886609e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -28866102.000000 Penalty: 6036.851562
	Iteration 25Q: 3 clusters Score -2.88661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192301 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -28866164.000000 Penalty: 6036.851562
	Iteration 26Q: 3 clusters Score -2.886616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192336 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -28866184.000000 Penalty: 6036.851562
	Iteration 27Q: 3 clusters Score -2.886618e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192369 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -28866190.000000 Penalty: 6036.851562
	Iteration 28Q: 3 clusters Score -2.886619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192393 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -28866234.000000 Penalty: 6036.851562
	Iteration 29Q: 3 clusters Score -2.886623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192415 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -28866240.000000 Penalty: 6036.851562
	Iteration 30Q: 3 clusters Score -2.886624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192432 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -28866238.000000 Penalty: 6036.851562
	Iteration 31Q: 3 clusters Score -2.886624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192448 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -28866266.000000 Penalty: 6036.851562
	Iteration 32Q: 3 clusters Score -2.886627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -28866278.000000 Penalty: 6036.851562
	Iteration 33Q: 3 clusters Score -2.886628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192464 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -28866302.000000 Penalty: 6036.851562
	Iteration 34Q: 3 clusters Score -2.88663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -28866328.000000 Penalty: 6036.851562
	Iteration 35Q: 3 clusters Score -2.886633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -28866312.000000 Penalty: 6036.851562
	Iteration 36Q: 3 clusters Score -2.886631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192489 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -28866312.000000 Penalty: 6036.851562
	Iteration 37Q: 3 clusters Score -2.886631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192491 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -28866306.000000 Penalty: 6036.851562
	Iteration 38Q: 3 clusters Score -2.886631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192493 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28866312.000000 Penalty: 6036.851562
	Iteration 39Q: 3 clusters Score -2.886631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -28866324.000000 Penalty: 6036.851562
	Iteration 40F: 3 clusters Score -2.886632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192503 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -28866322.000000 Penalty: 6036.851562
	Iteration 41Q: 3 clusters Score -2.886632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192509 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -28866346.000000 Penalty: 6036.851562
	Iteration 42Q: 3 clusters Score -2.886635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192512 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -28866354.000000 Penalty: 6036.851562
	Iteration 43Q: 3 clusters Score -2.886635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192515 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -28866350.000000 Penalty: 6036.851562
	Iteration 44Q: 3 clusters Score -2.886635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192518 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -28866366.000000 Penalty: 6036.851562
	Iteration 45Q: 3 clusters Score -2.886637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192521 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -28866352.000000 Penalty: 6036.851562
	Iteration 46Q: 3 clusters Score -2.886635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192523 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -28866360.000000 Penalty: 6036.851562
	Iteration 47Q: 3 clusters Score -2.886636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192523 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -28866360.000000 Penalty: 6036.851562
	Iteration 48F: 3 clusters Score -2.886636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -214744.687500 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -214744.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -212482.359375 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -212482.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -212838.953125 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -212839 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -212933.671875 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -212933.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -212967.921875 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -212967.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -212988.156250 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -212988.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -212999.390625 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -212999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -213007.453125 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -213007.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -213020.828125 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -213020.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213029.593750 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -213029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -213033.312500 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -213033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -213039.062500 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -213039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -213044.500000 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -213044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213046.703125 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -213046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213048.359375 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -213048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -213048.515625 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -213048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -213048.515625 Penalty: 3610.199951
	Iteration 15F: 3 clusters Score -213048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -38130.000000 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -38130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36987.062500 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -36987.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37181.738281 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -37181.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37268.425781 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -37268.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37286.671875 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -37286.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37308.136719 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -37308.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37327.332031 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -37327.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37341.574219 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -37341.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37359.113281 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -37359.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37376.078125 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -37376.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37385.882812 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -37385.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37397.750000 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -37397.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37418.062500 Penalty: 2850.116943
	Iteration 11Q: 3 clusters Score -37418.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37437.683594 Penalty: 2850.116943
	Iteration 12Q: 3 clusters Score -37437.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37489.800781 Penalty: 2850.116943
	Iteration 13Q: 3 clusters Score -37489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37512.804688 Penalty: 2850.116943
	Iteration 14Q: 3 clusters Score -37512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37529.632812 Penalty: 2850.116943
	Iteration 15Q: 3 clusters Score -37529.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37532.578125 Penalty: 2850.116943
	Iteration 16F: 3 clusters Score -37532.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37590.468750 Penalty: 2850.116943
	Iteration 17Q: 3 clusters Score -37590.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37600.796875 Penalty: 2850.116943
	Iteration 18Q: 3 clusters Score -37600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37605.242188 Penalty: 2850.116943
	Iteration 19Q: 3 clusters Score -37605.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37609.339844 Penalty: 2850.116943
	Iteration 20F: 3 clusters Score -37609.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Entering Unmasked Estep 
Score: -3234358.750000 Penalty: 2496.491699
	Iteration 0F: 2 clusters Score -3234359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3217996.000000 Penalty: 4992.983398
	Iteration 0F: 3 clusters Score -3217996 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3223654.750000 Penalty: 4992.983398
	Iteration 1F: 3 clusters Score -3223655 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3224207.250000 Penalty: 4992.983398
	Iteration 2F: 3 clusters Score -3224207 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3224771.250000 Penalty: 4992.983398
	Iteration 3F: 3 clusters Score -3224771 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3225275.000000 Penalty: 4992.983398
	Iteration 4Q: 3 clusters Score -3225275 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3225727.500000 Penalty: 4992.983398
	Iteration 5Q: 3 clusters Score -3225728 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3226176.250000 Penalty: 4992.983398
	Iteration 6Q: 3 clusters Score -3226176 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3226602.500000 Penalty: 4992.983398
	Iteration 7Q: 3 clusters Score -3226602 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3227047.750000 Penalty: 4992.983398
	Iteration 8Q: 3 clusters Score -3227048 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3227476.500000 Penalty: 4992.983398
	Iteration 9Q: 3 clusters Score -3227476 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3227905.750000 Penalty: 4992.983398
	Iteration 10Q: 3 clusters Score -3227906 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3228336.000000 Penalty: 4992.983398
	Iteration 11Q: 3 clusters Score -3228336 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3228742.250000 Penalty: 4992.983398
	Iteration 12Q: 3 clusters Score -3228742 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3229074.750000 Penalty: 4992.983398
	Iteration 13Q: 3 clusters Score -3229075 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3229328.000000 Penalty: 4992.983398
	Iteration 14Q: 3 clusters Score -3229328 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3229509.500000 Penalty: 4992.983398
	Iteration 15Q: 3 clusters Score -3229510 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3229637.750000 Penalty: 4992.983398
	Iteration 16Q: 3 clusters Score -3229638 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3229758.250000 Penalty: 4992.983398
	Iteration 17Q: 3 clusters Score -3229758 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3229860.750000 Penalty: 4992.983398
	Iteration 18Q: 3 clusters Score -3229861 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3229947.000000 Penalty: 4992.983398
	Iteration 19Q: 3 clusters Score -3229947 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3230038.750000 Penalty: 4992.983398
	Iteration 20F: 3 clusters Score -3230039 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3230125.750000 Penalty: 4992.983398
	Iteration 21Q: 3 clusters Score -3230126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3230199.000000 Penalty: 4992.983398
	Iteration 22Q: 3 clusters Score -3230199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3230278.250000 Penalty: 4992.983398
	Iteration 23Q: 3 clusters Score -3230278 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3230394.500000 Penalty: 4992.983398
	Iteration 24Q: 3 clusters Score -3230394 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3230491.750000 Penalty: 4992.983398
	Iteration 25Q: 3 clusters Score -3230492 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3230618.500000 Penalty: 4992.983398
	Iteration 26Q: 3 clusters Score -3230618 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3230728.250000 Penalty: 4992.983398
	Iteration 27Q: 3 clusters Score -3230728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3230823.500000 Penalty: 4992.983398
	Iteration 28Q: 3 clusters Score -3230824 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3230955.000000 Penalty: 4992.983398
	Iteration 29Q: 3 clusters Score -3230955 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3231069.500000 Penalty: 4992.983398
	Iteration 30Q: 3 clusters Score -3231070 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3231196.000000 Penalty: 4992.983398
	Iteration 31Q: 3 clusters Score -3231196 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3231292.250000 Penalty: 4992.983398
	Iteration 32Q: 3 clusters Score -3231292 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3231399.000000 Penalty: 4992.983398
	Iteration 33Q: 3 clusters Score -3231399 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3231501.750000 Penalty: 4992.983398
	Iteration 34Q: 3 clusters Score -3231502 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3231584.500000 Penalty: 4992.983398
	Iteration 35Q: 3 clusters Score -3231584 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3231649.500000 Penalty: 4992.983398
	Iteration 36Q: 3 clusters Score -3231650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3231727.750000 Penalty: 4992.983398
	Iteration 37Q: 3 clusters Score -3231728 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3231766.000000 Penalty: 4992.983398
	Iteration 38Q: 3 clusters Score -3231766 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3231830.750000 Penalty: 4992.983398
	Iteration 39Q: 3 clusters Score -3231831 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3231874.500000 Penalty: 4992.983398
	Iteration 40F: 3 clusters Score -3231874 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3231911.250000 Penalty: 4992.983398
	Iteration 41Q: 3 clusters Score -3231911 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3231949.000000 Penalty: 4992.983398
	Iteration 42Q: 3 clusters Score -3231949 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3231973.000000 Penalty: 4992.983398
	Iteration 43Q: 3 clusters Score -3231973 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3231990.500000 Penalty: 4992.983398
	Iteration 44Q: 3 clusters Score -3231990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3232011.000000 Penalty: 4992.983398
	Iteration 45Q: 3 clusters Score -3232011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3232032.250000 Penalty: 4992.983398
	Iteration 46Q: 3 clusters Score -3232032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3232059.750000 Penalty: 4992.983398
	Iteration 47Q: 3 clusters Score -3232060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3232085.500000 Penalty: 4992.983398
	Iteration 48Q: 3 clusters Score -3232086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3232122.250000 Penalty: 4992.983398
	Iteration 49Q: 3 clusters Score -3232122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3232137.500000 Penalty: 4992.983398
	Iteration 50Q: 3 clusters Score -3232138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3232170.000000 Penalty: 4992.983398
	Iteration 51Q: 3 clusters Score -3232170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3232191.500000 Penalty: 4992.983398
	Iteration 52Q: 3 clusters Score -3232192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3232217.500000 Penalty: 4992.983398
	Iteration 53Q: 3 clusters Score -3232218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3232241.500000 Penalty: 4992.983398
	Iteration 54Q: 3 clusters Score -3232242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3232259.750000 Penalty: 4992.983398
	Iteration 55Q: 3 clusters Score -3232260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3232277.750000 Penalty: 4992.983398
	Iteration 56Q: 3 clusters Score -3232278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3232291.500000 Penalty: 4992.983398
	Iteration 57Q: 3 clusters Score -3232292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3232307.250000 Penalty: 4992.983398
	Iteration 58Q: 3 clusters Score -3232307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3232311.250000 Penalty: 4992.983398
	Iteration 59Q: 3 clusters Score -3232311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3232325.000000 Penalty: 4992.983398
	Iteration 60F: 3 clusters Score -3232325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3232331.000000 Penalty: 4992.983398
	Iteration 61Q: 3 clusters Score -3232331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3232340.500000 Penalty: 4992.983398
	Iteration 62Q: 3 clusters Score -3232340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3232345.000000 Penalty: 4992.983398
	Iteration 63Q: 3 clusters Score -3232345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3232345.500000 Penalty: 4992.983398
	Iteration 64Q: 3 clusters Score -3232346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3232352.500000 Penalty: 4992.983398
	Iteration 65Q: 3 clusters Score -3232352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3232369.500000 Penalty: 4992.983398
	Iteration 66Q: 3 clusters Score -3232370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3232377.000000 Penalty: 4992.983398
	Iteration 67Q: 3 clusters Score -3232377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3232378.750000 Penalty: 4992.983398
	Iteration 68Q: 3 clusters Score -3232379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3232392.250000 Penalty: 4992.983398
	Iteration 69Q: 3 clusters Score -3232392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3232396.500000 Penalty: 4992.983398
	Iteration 70Q: 3 clusters Score -3232396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3232394.500000 Penalty: 4992.983398
	Iteration 71Q: 3 clusters Score -3232394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3232397.000000 Penalty: 4992.983398
	Iteration 72Q: 3 clusters Score -3232397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3232400.500000 Penalty: 4992.983398
	Iteration 73Q: 3 clusters Score -3232400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3232411.750000 Penalty: 4992.983398
	Iteration 74Q: 3 clusters Score -3232412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3232411.250000 Penalty: 4992.983398
	Iteration 75Q: 3 clusters Score -3232411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3232411.500000 Penalty: 4992.983398
	Iteration 76Q: 3 clusters Score -3232412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3232415.000000 Penalty: 4992.983398
	Iteration 77Q: 3 clusters Score -3232415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3232415.250000 Penalty: 4992.983398
	Iteration 78Q: 3 clusters Score -3232415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3232413.000000 Penalty: 4992.983398
	Iteration 79Q: 3 clusters Score -3232413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3232419.500000 Penalty: 4992.983398
	Iteration 80F: 3 clusters Score -3232420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3232426.750000 Penalty: 4992.983398
	Iteration 81Q: 3 clusters Score -3232427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3232424.250000 Penalty: 4992.983398
	Iteration 82Q: 3 clusters Score -3232424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3232425.000000 Penalty: 4992.983398
	Iteration 83Q: 3 clusters Score -3232425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3232425.500000 Penalty: 4992.983398
	Iteration 84Q: 3 clusters Score -3232426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3232429.250000 Penalty: 4992.983398
	Iteration 85Q: 3 clusters Score -3232429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3232427.000000 Penalty: 4992.983398
	Iteration 86Q: 3 clusters Score -3232427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3232426.750000 Penalty: 4992.983398
	Iteration 87Q: 3 clusters Score -3232427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3232430.250000 Penalty: 4992.983398
	Iteration 88Q: 3 clusters Score -3232430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3232429.250000 Penalty: 4992.983398
	Iteration 89Q: 3 clusters Score -3232429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3232429.500000 Penalty: 4992.983398
	Iteration 90Q: 3 clusters Score -3232430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3232430.500000 Penalty: 4992.983398
	Iteration 91Q: 3 clusters Score -3232430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3232432.500000 Penalty: 4992.983398
	Iteration 92Q: 3 clusters Score -3232432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3232432.500000 Penalty: 4992.983398
	Iteration 93F: 3 clusters Score -3232432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Entering Unmasked Estep 
Score: -1146260.250000 Penalty: 2222.831787
	Iteration 0F: 2 clusters Score -1146260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1140022.125000 Penalty: 4445.663574
	Iteration 0F: 3 clusters Score -1140022 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1141669.500000 Penalty: 4445.663574
	Iteration 1F: 3 clusters Score -1141670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1141894.375000 Penalty: 4445.663574
	Iteration 2F: 3 clusters Score -1141894 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1142049.250000 Penalty: 4445.663574
	Iteration 3Q: 3 clusters Score -1142049 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1142176.000000 Penalty: 4445.663574
	Iteration 4Q: 3 clusters Score -1142176 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1142267.625000 Penalty: 4445.663574
	Iteration 5Q: 3 clusters Score -1142268 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1142361.000000 Penalty: 4445.663574
	Iteration 6Q: 3 clusters Score -1142361 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1142470.250000 Penalty: 4445.663574
	Iteration 7Q: 3 clusters Score -1142470 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1142587.500000 Penalty: 4445.663574
	Iteration 8Q: 3 clusters Score -1142588 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1142688.125000 Penalty: 4445.663574
	Iteration 9Q: 3 clusters Score -1142688 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1142784.750000 Penalty: 4445.663574
	Iteration 10Q: 3 clusters Score -1142785 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1142873.500000 Penalty: 4445.663574
	Iteration 11Q: 3 clusters Score -1142874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1142942.250000 Penalty: 4445.663574
	Iteration 12Q: 3 clusters Score -1142942 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1143004.750000 Penalty: 4445.663574
	Iteration 13Q: 3 clusters Score -1143005 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1143064.750000 Penalty: 4445.663574
	Iteration 14Q: 3 clusters Score -1143065 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1143117.375000 Penalty: 4445.663574
	Iteration 15Q: 3 clusters Score -1143117 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1143166.750000 Penalty: 4445.663574
	Iteration 16Q: 3 clusters Score -1143167 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1143212.875000 Penalty: 4445.663574
	Iteration 17Q: 3 clusters Score -1143213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1143244.250000 Penalty: 4445.663574
	Iteration 18Q: 3 clusters Score -1143244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1143273.250000 Penalty: 4445.663574
	Iteration 19Q: 3 clusters Score -1143273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1143293.625000 Penalty: 4445.663574
	Iteration 20F: 3 clusters Score -1143294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1143312.875000 Penalty: 4445.663574
	Iteration 21Q: 3 clusters Score -1143313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1143324.625000 Penalty: 4445.663574
	Iteration 22Q: 3 clusters Score -1143325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1143342.750000 Penalty: 4445.663574
	Iteration 23Q: 3 clusters Score -1143343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1143359.625000 Penalty: 4445.663574
	Iteration 24Q: 3 clusters Score -1143360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1143372.375000 Penalty: 4445.663574
	Iteration 25Q: 3 clusters Score -1143372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1143383.500000 Penalty: 4445.663574
	Iteration 26Q: 3 clusters Score -1143384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1143392.375000 Penalty: 4445.663574
	Iteration 27Q: 3 clusters Score -1143392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1143401.250000 Penalty: 4445.663574
	Iteration 28Q: 3 clusters Score -1143401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1143414.375000 Penalty: 4445.663574
	Iteration 29Q: 3 clusters Score -1143414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1143428.250000 Penalty: 4445.663574
	Iteration 30Q: 3 clusters Score -1143428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1143440.375000 Penalty: 4445.663574
	Iteration 31Q: 3 clusters Score -1143440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1143451.000000 Penalty: 4445.663574
	Iteration 32Q: 3 clusters Score -1143451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1143465.250000 Penalty: 4445.663574
	Iteration 33Q: 3 clusters Score -1143465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1143479.375000 Penalty: 4445.663574
	Iteration 34Q: 3 clusters Score -1143479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1143489.250000 Penalty: 4445.663574
	Iteration 35Q: 3 clusters Score -1143489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1143497.000000 Penalty: 4445.663574
	Iteration 36Q: 3 clusters Score -1143497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1143503.875000 Penalty: 4445.663574
	Iteration 37Q: 3 clusters Score -1143504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1143513.000000 Penalty: 4445.663574
	Iteration 38Q: 3 clusters Score -1143513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1143523.000000 Penalty: 4445.663574
	Iteration 39Q: 3 clusters Score -1143523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1143531.125000 Penalty: 4445.663574
	Iteration 40F: 3 clusters Score -1143531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1143539.375000 Penalty: 4445.663574
	Iteration 41Q: 3 clusters Score -1143539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1143547.125000 Penalty: 4445.663574
	Iteration 42Q: 3 clusters Score -1143547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1143556.750000 Penalty: 4445.663574
	Iteration 43Q: 3 clusters Score -1143557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1143559.500000 Penalty: 4445.663574
	Iteration 44Q: 3 clusters Score -1143560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1143567.875000 Penalty: 4445.663574
	Iteration 45Q: 3 clusters Score -1143568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1143573.625000 Penalty: 4445.663574
	Iteration 46Q: 3 clusters Score -1143574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1143580.000000 Penalty: 4445.663574
	Iteration 47Q: 3 clusters Score -1143580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1143587.375000 Penalty: 4445.663574
	Iteration 48Q: 3 clusters Score -1143587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1143591.500000 Penalty: 4445.663574
	Iteration 49Q: 3 clusters Score -1143592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1143596.750000 Penalty: 4445.663574
	Iteration 50Q: 3 clusters Score -1143597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1143597.875000 Penalty: 4445.663574
	Iteration 51Q: 3 clusters Score -1143598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1143602.875000 Penalty: 4445.663574
	Iteration 52Q: 3 clusters Score -1143603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1143607.000000 Penalty: 4445.663574
	Iteration 53Q: 3 clusters Score -1143607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1143616.375000 Penalty: 4445.663574
	Iteration 54Q: 3 clusters Score -1143616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1143618.750000 Penalty: 4445.663574
	Iteration 55Q: 3 clusters Score -1143619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1143626.375000 Penalty: 4445.663574
	Iteration 56Q: 3 clusters Score -1143626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1143629.875000 Penalty: 4445.663574
	Iteration 57Q: 3 clusters Score -1143630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1143636.500000 Penalty: 4445.663574
	Iteration 58Q: 3 clusters Score -1143636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1143638.125000 Penalty: 4445.663574
	Iteration 59Q: 3 clusters Score -1143638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1143643.625000 Penalty: 4445.663574
	Iteration 60F: 3 clusters Score -1143644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1143649.625000 Penalty: 4445.663574
	Iteration 61Q: 3 clusters Score -1143650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1143650.375000 Penalty: 4445.663574
	Iteration 62Q: 3 clusters Score -1143650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1143654.375000 Penalty: 4445.663574
	Iteration 63Q: 3 clusters Score -1143654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1143657.375000 Penalty: 4445.663574
	Iteration 64Q: 3 clusters Score -1143657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1143662.875000 Penalty: 4445.663574
	Iteration 65Q: 3 clusters Score -1143663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1143668.375000 Penalty: 4445.663574
	Iteration 66Q: 3 clusters Score -1143668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1143671.375000 Penalty: 4445.663574
	Iteration 67Q: 3 clusters Score -1143671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1143674.875000 Penalty: 4445.663574
	Iteration 68Q: 3 clusters Score -1143675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1143678.625000 Penalty: 4445.663574
	Iteration 69Q: 3 clusters Score -1143679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1143681.750000 Penalty: 4445.663574
	Iteration 70Q: 3 clusters Score -1143682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1143682.375000 Penalty: 4445.663574
	Iteration 71Q: 3 clusters Score -1143682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1143688.250000 Penalty: 4445.663574
	Iteration 72Q: 3 clusters Score -1143688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1143693.500000 Penalty: 4445.663574
	Iteration 73Q: 3 clusters Score -1143694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1143696.000000 Penalty: 4445.663574
	Iteration 74Q: 3 clusters Score -1143696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1143700.125000 Penalty: 4445.663574
	Iteration 75Q: 3 clusters Score -1143700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1143703.250000 Penalty: 4445.663574
	Iteration 76Q: 3 clusters Score -1143703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1143708.750000 Penalty: 4445.663574
	Iteration 77Q: 3 clusters Score -1143709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1143711.875000 Penalty: 4445.663574
	Iteration 78Q: 3 clusters Score -1143712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1143714.000000 Penalty: 4445.663574
	Iteration 79Q: 3 clusters Score -1143714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1143716.875000 Penalty: 4445.663574
	Iteration 80F: 3 clusters Score -1143717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1143720.375000 Penalty: 4445.663574
	Iteration 81Q: 3 clusters Score -1143720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1143723.625000 Penalty: 4445.663574
	Iteration 82Q: 3 clusters Score -1143724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1143727.625000 Penalty: 4445.663574
	Iteration 83Q: 3 clusters Score -1143728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1143733.000000 Penalty: 4445.663574
	Iteration 84Q: 3 clusters Score -1143733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1143735.375000 Penalty: 4445.663574
	Iteration 85Q: 3 clusters Score -1143735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1143738.750000 Penalty: 4445.663574
	Iteration 86Q: 3 clusters Score -1143739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1143743.875000 Penalty: 4445.663574
	Iteration 87Q: 3 clusters Score -1143744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1143746.125000 Penalty: 4445.663574
	Iteration 88Q: 3 clusters Score -1143746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1143751.500000 Penalty: 4445.663574
	Iteration 89Q: 3 clusters Score -1143752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1143756.125000 Penalty: 4445.663574
	Iteration 90Q: 3 clusters Score -1143756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1143758.875000 Penalty: 4445.663574
	Iteration 91Q: 3 clusters Score -1143759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1143763.750000 Penalty: 4445.663574
	Iteration 92Q: 3 clusters Score -1143764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1143767.875000 Penalty: 4445.663574
	Iteration 93Q: 3 clusters Score -1143768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1143774.125000 Penalty: 4445.663574
	Iteration 94Q: 3 clusters Score -1143774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1143778.375000 Penalty: 4445.663574
	Iteration 95Q: 3 clusters Score -1143778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1143785.625000 Penalty: 4445.663574
	Iteration 96Q: 3 clusters Score -1143786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1143793.625000 Penalty: 4445.663574
	Iteration 97Q: 3 clusters Score -1143794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1143796.750000 Penalty: 4445.663574
	Iteration 98Q: 3 clusters Score -1143797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1143800.500000 Penalty: 4445.663574
	Iteration 99Q: 3 clusters Score -1143800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1143806.750000 Penalty: 4445.663574
	Iteration 100F: 3 clusters Score -1143807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1143810.875000 Penalty: 4445.663574
	Iteration 101Q: 3 clusters Score -1143811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1143820.500000 Penalty: 4445.663574
	Iteration 102Q: 3 clusters Score -1143820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1143822.125000 Penalty: 4445.663574
	Iteration 103Q: 3 clusters Score -1143822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1143827.875000 Penalty: 4445.663574
	Iteration 104Q: 3 clusters Score -1143828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1143832.500000 Penalty: 4445.663574
	Iteration 105Q: 3 clusters Score -1143832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1143839.750000 Penalty: 4445.663574
	Iteration 106Q: 3 clusters Score -1143840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1143845.250000 Penalty: 4445.663574
	Iteration 107Q: 3 clusters Score -1143845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1143853.625000 Penalty: 4445.663574
	Iteration 108Q: 3 clusters Score -1143854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1143863.750000 Penalty: 4445.663574
	Iteration 109Q: 3 clusters Score -1143864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1143870.250000 Penalty: 4445.663574
	Iteration 110Q: 3 clusters Score -1143870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1143882.125000 Penalty: 4445.663574
	Iteration 111Q: 3 clusters Score -1143882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1143896.875000 Penalty: 4445.663574
	Iteration 112Q: 3 clusters Score -1143897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1143905.750000 Penalty: 4445.663574
	Iteration 113Q: 3 clusters Score -1143906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1143918.000000 Penalty: 4445.663574
	Iteration 114Q: 3 clusters Score -1143918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1143935.250000 Penalty: 4445.663574
	Iteration 115Q: 3 clusters Score -1143935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1143959.625000 Penalty: 4445.663574
	Iteration 116Q: 3 clusters Score -1143960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1143983.125000 Penalty: 4445.663574
	Iteration 117Q: 3 clusters Score -1143983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1144004.375000 Penalty: 4445.663574
	Iteration 118Q: 3 clusters Score -1144004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1144022.125000 Penalty: 4445.663574
	Iteration 119Q: 3 clusters Score -1144022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1144039.000000 Penalty: 4445.663574
	Iteration 120F: 3 clusters Score -1144039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1144053.750000 Penalty: 4445.663574
	Iteration 121Q: 3 clusters Score -1144054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1144068.250000 Penalty: 4445.663574
	Iteration 122Q: 3 clusters Score -1144068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1144083.250000 Penalty: 4445.663574
	Iteration 123Q: 3 clusters Score -1144083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1144090.500000 Penalty: 4445.663574
	Iteration 124Q: 3 clusters Score -1144090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1144100.500000 Penalty: 4445.663574
	Iteration 125Q: 3 clusters Score -1144100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1144108.875000 Penalty: 4445.663574
	Iteration 126Q: 3 clusters Score -1144109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1144115.625000 Penalty: 4445.663574
	Iteration 127Q: 3 clusters Score -1144116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1144128.250000 Penalty: 4445.663574
	Iteration 128Q: 3 clusters Score -1144128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1144138.125000 Penalty: 4445.663574
	Iteration 129Q: 3 clusters Score -1144138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1144154.000000 Penalty: 4445.663574
	Iteration 130Q: 3 clusters Score -1144154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1144162.250000 Penalty: 4445.663574
	Iteration 131Q: 3 clusters Score -1144162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1144175.625000 Penalty: 4445.663574
	Iteration 132Q: 3 clusters Score -1144176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1144191.250000 Penalty: 4445.663574
	Iteration 133Q: 3 clusters Score -1144191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1144205.250000 Penalty: 4445.663574
	Iteration 134Q: 3 clusters Score -1144205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1144211.875000 Penalty: 4445.663574
	Iteration 135Q: 3 clusters Score -1144212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1144215.500000 Penalty: 4445.663574
	Iteration 136Q: 3 clusters Score -1144216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1144220.125000 Penalty: 4445.663574
	Iteration 137Q: 3 clusters Score -1144220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1144227.875000 Penalty: 4445.663574
	Iteration 138Q: 3 clusters Score -1144228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1144233.750000 Penalty: 4445.663574
	Iteration 139Q: 3 clusters Score -1144234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1144235.875000 Penalty: 4445.663574
	Iteration 140F: 3 clusters Score -1144236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1144236.000000 Penalty: 4445.663574
	Iteration 141Q: 3 clusters Score -1144236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1144235.875000 Penalty: 4445.663574
	Iteration 142Q: 3 clusters Score -1144236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1144236.875000 Penalty: 4445.663574
	Iteration 143Q: 3 clusters Score -1144237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1144236.250000 Penalty: 4445.663574
	Iteration 144Q: 3 clusters Score -1144236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1144237.625000 Penalty: 4445.663574
	Iteration 145Q: 3 clusters Score -1144238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1144239.500000 Penalty: 4445.663574
	Iteration 146Q: 3 clusters Score -1144240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1144242.375000 Penalty: 4445.663574
	Iteration 147Q: 3 clusters Score -1144242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1144243.000000 Penalty: 4445.663574
	Iteration 148Q: 3 clusters Score -1144243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1144243.750000 Penalty: 4445.663574
	Iteration 149Q: 3 clusters Score -1144244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1144246.375000 Penalty: 4445.663574
	Iteration 150Q: 3 clusters Score -1144246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1144247.125000 Penalty: 4445.663574
	Iteration 151Q: 3 clusters Score -1144247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1144249.750000 Penalty: 4445.663574
	Iteration 152Q: 3 clusters Score -1144250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1144252.125000 Penalty: 4445.663574
	Iteration 153Q: 3 clusters Score -1144252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1144254.250000 Penalty: 4445.663574
	Iteration 154Q: 3 clusters Score -1144254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1144255.250000 Penalty: 4445.663574
	Iteration 155Q: 3 clusters Score -1144255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1144254.875000 Penalty: 4445.663574
	Iteration 156Q: 3 clusters Score -1144255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1144254.875000 Penalty: 4445.663574
	Iteration 157Q: 3 clusters Score -1144255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1144255.375000 Penalty: 4445.663574
	Iteration 158Q: 3 clusters Score -1144255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1144258.500000 Penalty: 4445.663574
	Iteration 159Q: 3 clusters Score -1144258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1144258.750000 Penalty: 4445.663574
	Iteration 160F: 3 clusters Score -1144259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -2047027.875000 Penalty: 2365.974365
	Iteration 0F: 2 clusters Score -2047028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2036875.000000 Penalty: 4731.948730
	Iteration 0F: 3 clusters Score -2036875 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2039999.625000 Penalty: 4731.948730
	Iteration 1F: 3 clusters Score -2040000 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2040331.375000 Penalty: 4731.948730
	Iteration 2F: 3 clusters Score -2040331 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2040557.750000 Penalty: 4731.948730
	Iteration 3Q: 3 clusters Score -2040558 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2040757.750000 Penalty: 4731.948730
	Iteration 4Q: 3 clusters Score -2040758 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2040973.750000 Penalty: 4731.948730
	Iteration 5Q: 3 clusters Score -2040974 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2041207.500000 Penalty: 4731.948730
	Iteration 6Q: 3 clusters Score -2041208 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2041500.000000 Penalty: 4731.948730
	Iteration 7Q: 3 clusters Score -2041500 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2041856.500000 Penalty: 4731.948730
	Iteration 8Q: 3 clusters Score -2041856 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2042305.250000 Penalty: 4731.948730
	Iteration 9Q: 3 clusters Score -2042305 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2042853.000000 Penalty: 4731.948730
	Iteration 10F: 3 clusters Score -2042853 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2043454.625000 Penalty: 4731.948730
	Iteration 11Q: 3 clusters Score -2043455 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2043897.500000 Penalty: 4731.948730
	Iteration 12Q: 3 clusters Score -2043898 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2044220.375000 Penalty: 4731.948730
	Iteration 13Q: 3 clusters Score -2044220 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2044497.250000 Penalty: 4731.948730
	Iteration 14Q: 3 clusters Score -2044497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2044648.000000 Penalty: 4731.948730
	Iteration 15Q: 3 clusters Score -2044648 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2044736.250000 Penalty: 4731.948730
	Iteration 16Q: 3 clusters Score -2044736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2044806.750000 Penalty: 4731.948730
	Iteration 17Q: 3 clusters Score -2044807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2044847.750000 Penalty: 4731.948730
	Iteration 18Q: 3 clusters Score -2044848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2044872.125000 Penalty: 4731.948730
	Iteration 19Q: 3 clusters Score -2044872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2044888.875000 Penalty: 4731.948730
	Iteration 20F: 3 clusters Score -2044889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2044898.375000 Penalty: 4731.948730
	Iteration 21Q: 3 clusters Score -2044898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2044912.000000 Penalty: 4731.948730
	Iteration 22Q: 3 clusters Score -2044912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2044928.750000 Penalty: 4731.948730
	Iteration 23Q: 3 clusters Score -2044929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2044936.625000 Penalty: 4731.948730
	Iteration 24Q: 3 clusters Score -2044937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2044945.000000 Penalty: 4731.948730
	Iteration 25Q: 3 clusters Score -2044945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2044954.625000 Penalty: 4731.948730
	Iteration 26Q: 3 clusters Score -2044955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2044963.000000 Penalty: 4731.948730
	Iteration 27Q: 3 clusters Score -2044963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2044968.500000 Penalty: 4731.948730
	Iteration 28Q: 3 clusters Score -2044968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2044970.750000 Penalty: 4731.948730
	Iteration 29Q: 3 clusters Score -2044971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2044971.125000 Penalty: 4731.948730
	Iteration 30Q: 3 clusters Score -2044971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2044972.625000 Penalty: 4731.948730
	Iteration 31Q: 3 clusters Score -2044973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2044972.625000 Penalty: 4731.948730
	Iteration 32F: 3 clusters Score -2044973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -138039.406250 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -138039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136107.953125 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -136108 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136426.593750 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -136426.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -136539.359375 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -136539.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -136599.859375 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -136599.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136649.937500 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -136649.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136716.468750 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -136716.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -136775.828125 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -136775.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -136833.546875 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -136833.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -136872.171875 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -136872.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -136898.828125 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -136898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -136915.171875 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -136915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -136922.437500 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -136922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -136930.187500 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -136930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -136941.750000 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -136941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -136955.765625 Penalty: 3413.689209
	Iteration 14Q: 3 clusters Score -136955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -136958.234375 Penalty: 3413.689209
	Iteration 15Q: 3 clusters Score -136958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -136958.234375 Penalty: 3413.689209
	Iteration 16F: 3 clusters Score -136958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Entering Unmasked Estep 
Score: -3558325.750000 Penalty: 2516.655762
	Iteration 0F: 2 clusters Score -3558326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3540707.500000 Penalty: 5033.311523
	Iteration 0F: 3 clusters Score -3540708 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3547011.250000 Penalty: 5033.311523
	Iteration 1F: 3 clusters Score -3547011 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3547649.500000 Penalty: 5033.311523
	Iteration 2F: 3 clusters Score -3547650 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3548266.000000 Penalty: 5033.311523
	Iteration 3F: 3 clusters Score -3548266 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3548906.500000 Penalty: 5033.311523
	Iteration 4F: 3 clusters Score -3548906 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3549568.750000 Penalty: 5033.311523
	Iteration 5F: 3 clusters Score -3549569 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3550230.750000 Penalty: 5033.311523
	Iteration 6F: 3 clusters Score -3550231 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3550913.250000 Penalty: 5033.311523
	Iteration 7Q: 3 clusters Score -3550913 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3551601.500000 Penalty: 5033.311523
	Iteration 8Q: 3 clusters Score -3551602 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3552292.250000 Penalty: 5033.311523
	Iteration 9Q: 3 clusters Score -3552292 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3552843.250000 Penalty: 5033.311523
	Iteration 10Q: 3 clusters Score -3552843 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3553299.250000 Penalty: 5033.311523
	Iteration 11Q: 3 clusters Score -3553299 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3553649.500000 Penalty: 5033.311523
	Iteration 12Q: 3 clusters Score -3553650 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3553872.250000 Penalty: 5033.311523
	Iteration 13Q: 3 clusters Score -3553872 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3554068.250000 Penalty: 5033.311523
	Iteration 14Q: 3 clusters Score -3554068 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3554217.500000 Penalty: 5033.311523
	Iteration 15Q: 3 clusters Score -3554218 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3554342.000000 Penalty: 5033.311523
	Iteration 16Q: 3 clusters Score -3554342 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3554478.500000 Penalty: 5033.311523
	Iteration 17Q: 3 clusters Score -3554478 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3554590.500000 Penalty: 5033.311523
	Iteration 18Q: 3 clusters Score -3554590 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3554722.250000 Penalty: 5033.311523
	Iteration 19Q: 3 clusters Score -3554722 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3554824.500000 Penalty: 5033.311523
	Iteration 20F: 3 clusters Score -3554824 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3554920.000000 Penalty: 5033.311523
	Iteration 21Q: 3 clusters Score -3554920 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3555032.250000 Penalty: 5033.311523
	Iteration 22Q: 3 clusters Score -3555032 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3555134.000000 Penalty: 5033.311523
	Iteration 23Q: 3 clusters Score -3555134 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3555237.000000 Penalty: 5033.311523
	Iteration 24Q: 3 clusters Score -3555237 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3555360.500000 Penalty: 5033.311523
	Iteration 25Q: 3 clusters Score -3555360 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3555468.000000 Penalty: 5033.311523
	Iteration 26Q: 3 clusters Score -3555468 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3555578.000000 Penalty: 5033.311523
	Iteration 27Q: 3 clusters Score -3555578 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3555702.750000 Penalty: 5033.311523
	Iteration 28Q: 3 clusters Score -3555703 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3555817.750000 Penalty: 5033.311523
	Iteration 29Q: 3 clusters Score -3555818 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3555891.500000 Penalty: 5033.311523
	Iteration 30Q: 3 clusters Score -3555892 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3555951.000000 Penalty: 5033.311523
	Iteration 31Q: 3 clusters Score -3555951 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3555986.500000 Penalty: 5033.311523
	Iteration 32Q: 3 clusters Score -3555986 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3556032.000000 Penalty: 5033.311523
	Iteration 33Q: 3 clusters Score -3556032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3556075.000000 Penalty: 5033.311523
	Iteration 34Q: 3 clusters Score -3556075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3556125.000000 Penalty: 5033.311523
	Iteration 35Q: 3 clusters Score -3556125 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3556159.750000 Penalty: 5033.311523
	Iteration 36Q: 3 clusters Score -3556160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3556198.750000 Penalty: 5033.311523
	Iteration 37Q: 3 clusters Score -3556199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3556228.500000 Penalty: 5033.311523
	Iteration 38Q: 3 clusters Score -3556228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3556246.750000 Penalty: 5033.311523
	Iteration 39Q: 3 clusters Score -3556247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3556268.500000 Penalty: 5033.311523
	Iteration 40F: 3 clusters Score -3556268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3556295.250000 Penalty: 5033.311523
	Iteration 41Q: 3 clusters Score -3556295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3556308.500000 Penalty: 5033.311523
	Iteration 42Q: 3 clusters Score -3556308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3556324.000000 Penalty: 5033.311523
	Iteration 43Q: 3 clusters Score -3556324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3556329.500000 Penalty: 5033.311523
	Iteration 44Q: 3 clusters Score -3556330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3556348.750000 Penalty: 5033.311523
	Iteration 45Q: 3 clusters Score -3556349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3556355.000000 Penalty: 5033.311523
	Iteration 46Q: 3 clusters Score -3556355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3556371.250000 Penalty: 5033.311523
	Iteration 47Q: 3 clusters Score -3556371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3556379.750000 Penalty: 5033.311523
	Iteration 48Q: 3 clusters Score -3556380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3556379.000000 Penalty: 5033.311523
	Iteration 49Q: 3 clusters Score -3556379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3556386.250000 Penalty: 5033.311523
	Iteration 50Q: 3 clusters Score -3556386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3556385.250000 Penalty: 5033.311523
	Iteration 51Q: 3 clusters Score -3556385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3556392.500000 Penalty: 5033.311523
	Iteration 52Q: 3 clusters Score -3556392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3556403.500000 Penalty: 5033.311523
	Iteration 53Q: 3 clusters Score -3556404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3556416.250000 Penalty: 5033.311523
	Iteration 54Q: 3 clusters Score -3556416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3556412.000000 Penalty: 5033.311523
	Iteration 55Q: 3 clusters Score -3556412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3556414.750000 Penalty: 5033.311523
	Iteration 56Q: 3 clusters Score -3556415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3556416.750000 Penalty: 5033.311523
	Iteration 57Q: 3 clusters Score -3556417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3556420.000000 Penalty: 5033.311523
	Iteration 58Q: 3 clusters Score -3556420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3556424.250000 Penalty: 5033.311523
	Iteration 59Q: 3 clusters Score -3556424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3556424.500000 Penalty: 5033.311523
	Iteration 60F: 3 clusters Score -3556424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3556423.250000 Penalty: 5033.311523
	Iteration 61Q: 3 clusters Score -3556423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3556430.750000 Penalty: 5033.311523
	Iteration 62Q: 3 clusters Score -3556431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3556434.750000 Penalty: 5033.311523
	Iteration 63Q: 3 clusters Score -3556435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3556434.250000 Penalty: 5033.311523
	Iteration 64Q: 3 clusters Score -3556434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3556435.750000 Penalty: 5033.311523
	Iteration 65Q: 3 clusters Score -3556436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3556435.500000 Penalty: 5033.311523
	Iteration 66Q: 3 clusters Score -3556436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3556441.500000 Penalty: 5033.311523
	Iteration 67Q: 3 clusters Score -3556442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3556445.500000 Penalty: 5033.311523
	Iteration 68Q: 3 clusters Score -3556446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3556445.250000 Penalty: 5033.311523
	Iteration 69Q: 3 clusters Score -3556445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3556448.000000 Penalty: 5033.311523
	Iteration 70Q: 3 clusters Score -3556448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3556449.000000 Penalty: 5033.311523
	Iteration 71Q: 3 clusters Score -3556449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3556448.000000 Penalty: 5033.311523
	Iteration 72Q: 3 clusters Score -3556448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3556448.750000 Penalty: 5033.311523
	Iteration 73Q: 3 clusters Score -3556449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3556448.750000 Penalty: 5033.311523
	Iteration 74F: 3 clusters Score -3556449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1549830.125000 Penalty: 2289.245605
	Iteration 0F: 2 clusters Score -1549830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1542000.125000 Penalty: 4578.491211
	Iteration 0F: 3 clusters Score -1542000 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1544242.750000 Penalty: 4578.491211
	Iteration 1F: 3 clusters Score -1544243 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1544499.375000 Penalty: 4578.491211
	Iteration 2F: 3 clusters Score -1544499 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1544666.375000 Penalty: 4578.491211
	Iteration 3Q: 3 clusters Score -1544666 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1544774.000000 Penalty: 4578.491211
	Iteration 4Q: 3 clusters Score -1544774 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1544856.250000 Penalty: 4578.491211
	Iteration 5Q: 3 clusters Score -1544856 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1544928.375000 Penalty: 4578.491211
	Iteration 6Q: 3 clusters Score -1544928 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1545001.500000 Penalty: 4578.491211
	Iteration 7Q: 3 clusters Score -1545002 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1545084.375000 Penalty: 4578.491211
	Iteration 8Q: 3 clusters Score -1545084 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1545156.125000 Penalty: 4578.491211
	Iteration 9Q: 3 clusters Score -1545156 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1545232.875000 Penalty: 4578.491211
	Iteration 10Q: 3 clusters Score -1545233 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1545318.375000 Penalty: 4578.491211
	Iteration 11Q: 3 clusters Score -1545318 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1545415.125000 Penalty: 4578.491211
	Iteration 12Q: 3 clusters Score -1545415 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1545528.875000 Penalty: 4578.491211
	Iteration 13Q: 3 clusters Score -1545529 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1545639.500000 Penalty: 4578.491211
	Iteration 14Q: 3 clusters Score -1545640 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1545756.500000 Penalty: 4578.491211
	Iteration 15Q: 3 clusters Score -1545756 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1545881.250000 Penalty: 4578.491211
	Iteration 16Q: 3 clusters Score -1545881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1546040.750000 Penalty: 4578.491211
	Iteration 17Q: 3 clusters Score -1546041 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1546267.625000 Penalty: 4578.491211
	Iteration 18Q: 3 clusters Score -1546268 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1546524.125000 Penalty: 4578.491211
	Iteration 19Q: 3 clusters Score -1546524 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1546756.875000 Penalty: 4578.491211
	Iteration 20F: 3 clusters Score -1546757 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1546949.875000 Penalty: 4578.491211
	Iteration 21Q: 3 clusters Score -1546950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1547094.875000 Penalty: 4578.491211
	Iteration 22Q: 3 clusters Score -1547095 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1547194.750000 Penalty: 4578.491211
	Iteration 23Q: 3 clusters Score -1547195 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1547277.875000 Penalty: 4578.491211
	Iteration 24Q: 3 clusters Score -1547278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1547348.000000 Penalty: 4578.491211
	Iteration 25Q: 3 clusters Score -1547348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1547403.125000 Penalty: 4578.491211
	Iteration 26Q: 3 clusters Score -1547403 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1547443.875000 Penalty: 4578.491211
	Iteration 27Q: 3 clusters Score -1547444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1547497.875000 Penalty: 4578.491211
	Iteration 28Q: 3 clusters Score -1547498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1547550.750000 Penalty: 4578.491211
	Iteration 29Q: 3 clusters Score -1547551 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1547599.625000 Penalty: 4578.491211
	Iteration 30Q: 3 clusters Score -1547600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1547634.625000 Penalty: 4578.491211
	Iteration 31Q: 3 clusters Score -1547635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1547664.750000 Penalty: 4578.491211
	Iteration 32Q: 3 clusters Score -1547665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1547681.250000 Penalty: 4578.491211
	Iteration 33Q: 3 clusters Score -1547681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1547689.750000 Penalty: 4578.491211
	Iteration 34Q: 3 clusters Score -1547690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1547697.250000 Penalty: 4578.491211
	Iteration 35Q: 3 clusters Score -1547697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1547712.375000 Penalty: 4578.491211
	Iteration 36Q: 3 clusters Score -1547712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1547724.250000 Penalty: 4578.491211
	Iteration 37Q: 3 clusters Score -1547724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1547728.625000 Penalty: 4578.491211
	Iteration 38Q: 3 clusters Score -1547729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1547733.875000 Penalty: 4578.491211
	Iteration 39Q: 3 clusters Score -1547734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1547739.750000 Penalty: 4578.491211
	Iteration 40F: 3 clusters Score -1547740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1547748.125000 Penalty: 4578.491211
	Iteration 41Q: 3 clusters Score -1547748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1547755.375000 Penalty: 4578.491211
	Iteration 42Q: 3 clusters Score -1547755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1547759.250000 Penalty: 4578.491211
	Iteration 43Q: 3 clusters Score -1547759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1547767.250000 Penalty: 4578.491211
	Iteration 44Q: 3 clusters Score -1547767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1547768.000000 Penalty: 4578.491211
	Iteration 45Q: 3 clusters Score -1547768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1547769.875000 Penalty: 4578.491211
	Iteration 46Q: 3 clusters Score -1547770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1547774.250000 Penalty: 4578.491211
	Iteration 47Q: 3 clusters Score -1547774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1547779.625000 Penalty: 4578.491211
	Iteration 48Q: 3 clusters Score -1547780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1547780.750000 Penalty: 4578.491211
	Iteration 49Q: 3 clusters Score -1547781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1547781.875000 Penalty: 4578.491211
	Iteration 50Q: 3 clusters Score -1547782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1547783.375000 Penalty: 4578.491211
	Iteration 51Q: 3 clusters Score -1547783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1547788.625000 Penalty: 4578.491211
	Iteration 52Q: 3 clusters Score -1547789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1547791.250000 Penalty: 4578.491211
	Iteration 53Q: 3 clusters Score -1547791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1547791.250000 Penalty: 4578.491211
	Iteration 54Q: 3 clusters Score -1547791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1547798.250000 Penalty: 4578.491211
	Iteration 55Q: 3 clusters Score -1547798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1547801.250000 Penalty: 4578.491211
	Iteration 56Q: 3 clusters Score -1547801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1547802.750000 Penalty: 4578.491211
	Iteration 57Q: 3 clusters Score -1547803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1547804.000000 Penalty: 4578.491211
	Iteration 58Q: 3 clusters Score -1547804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1547806.500000 Penalty: 4578.491211
	Iteration 59Q: 3 clusters Score -1547806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1547808.000000 Penalty: 4578.491211
	Iteration 60F: 3 clusters Score -1547808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1547808.125000 Penalty: 4578.491211
	Iteration 61Q: 3 clusters Score -1547808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1547807.250000 Penalty: 4578.491211
	Iteration 62Q: 3 clusters Score -1547807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1547810.625000 Penalty: 4578.491211
	Iteration 63Q: 3 clusters Score -1547811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1547811.250000 Penalty: 4578.491211
	Iteration 64Q: 3 clusters Score -1547811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1547811.250000 Penalty: 4578.491211
	Iteration 65F: 3 clusters Score -1547811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -251434.125000 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -251434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249220.125000 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -249220.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -250848.453125 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -250848.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -252001.921875 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -252001.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -252249.062500 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -252249.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -252304.500000 Penalty: 3707.768311
	Iteration 4Q: 3 clusters Score -252304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -252314.453125 Penalty: 3707.768311
	Iteration 5Q: 3 clusters Score -252314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -252320.000000 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -252320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -252321.296875 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -252321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -252321.906250 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -252321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -252321.906250 Penalty: 3707.768311
	Iteration 9F: 3 clusters Score -252321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193121 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153473 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95491448.000000 Penalty: 109682.515625
Splitting cluster 14 changes total score from -95492040.000000 to -95491448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -40207.179688 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -40207.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38928.121094 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -38928.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39219.039062 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -39219.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39722.375000 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -39722.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39940.804688 Penalty: 2895.514160
	Iteration 3F: 3 clusters Score -39940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40052.468750 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -40052.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40119.859375 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -40119.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40145.796875 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -40145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40145.796875 Penalty: 2895.514160
	Iteration 7F: 3 clusters Score -40145.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Entering Unmasked Estep 
Score: -895131.500000 Penalty: 2167.166504
	Iteration 0F: 2 clusters Score -895131.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -889870.937500 Penalty: 4334.333008
	Iteration 0F: 3 clusters Score -889870.9 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -891143.875000 Penalty: 4334.333008
	Iteration 1F: 3 clusters Score -891143.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -891381.625000 Penalty: 4334.333008
	Iteration 2F: 3 clusters Score -891381.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -891605.500000 Penalty: 4334.333008
	Iteration 3F: 3 clusters Score -891605.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -891780.375000 Penalty: 4334.333008
	Iteration 4Q: 3 clusters Score -891780.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -891925.625000 Penalty: 4334.333008
	Iteration 5Q: 3 clusters Score -891925.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -892047.625000 Penalty: 4334.333008
	Iteration 6Q: 3 clusters Score -892047.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -892184.375000 Penalty: 4334.333008
	Iteration 7Q: 3 clusters Score -892184.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -892386.500000 Penalty: 4334.333008
	Iteration 8Q: 3 clusters Score -892386.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -892709.125000 Penalty: 4334.333008
	Iteration 9Q: 3 clusters Score -892709.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -893157.562500 Penalty: 4334.333008
	Iteration 10F: 3 clusters Score -893157.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -893630.000000 Penalty: 4334.333008
	Iteration 11F: 3 clusters Score -893630 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -894002.062500 Penalty: 4334.333008
	Iteration 12Q: 3 clusters Score -894002.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -894289.062500 Penalty: 4334.333008
	Iteration 13Q: 3 clusters Score -894289.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -894425.625000 Penalty: 4334.333008
	Iteration 14Q: 3 clusters Score -894425.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -894487.000000 Penalty: 4334.333008
	Iteration 15Q: 3 clusters Score -894487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -894533.750000 Penalty: 4334.333008
	Iteration 16Q: 3 clusters Score -894533.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -894580.812500 Penalty: 4334.333008
	Iteration 17Q: 3 clusters Score -894580.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -894618.625000 Penalty: 4334.333008
	Iteration 18Q: 3 clusters Score -894618.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -894639.375000 Penalty: 4334.333008
	Iteration 19Q: 3 clusters Score -894639.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -894654.062500 Penalty: 4334.333008
	Iteration 20F: 3 clusters Score -894654.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -894669.000000 Penalty: 4334.333008
	Iteration 21Q: 3 clusters Score -894669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -894682.312500 Penalty: 4334.333008
	Iteration 22Q: 3 clusters Score -894682.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -894698.562500 Penalty: 4334.333008
	Iteration 23Q: 3 clusters Score -894698.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -894714.187500 Penalty: 4334.333008
	Iteration 24Q: 3 clusters Score -894714.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -894730.187500 Penalty: 4334.333008
	Iteration 25Q: 3 clusters Score -894730.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -894736.937500 Penalty: 4334.333008
	Iteration 26Q: 3 clusters Score -894736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -894745.187500 Penalty: 4334.333008
	Iteration 27Q: 3 clusters Score -894745.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -894753.937500 Penalty: 4334.333008
	Iteration 28Q: 3 clusters Score -894753.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -894756.750000 Penalty: 4334.333008
	Iteration 29Q: 3 clusters Score -894756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -894759.875000 Penalty: 4334.333008
	Iteration 30Q: 3 clusters Score -894759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -894763.125000 Penalty: 4334.333008
	Iteration 31Q: 3 clusters Score -894763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -894763.062500 Penalty: 4334.333008
	Iteration 32Q: 3 clusters Score -894763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -894765.187500 Penalty: 4334.333008
	Iteration 33Q: 3 clusters Score -894765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -894765.000000 Penalty: 4334.333008
	Iteration 34Q: 3 clusters Score -894765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -894765.812500 Penalty: 4334.333008
	Iteration 35Q: 3 clusters Score -894765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -894765.625000 Penalty: 4334.333008
	Iteration 36Q: 3 clusters Score -894765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -894765.937500 Penalty: 4334.333008
	Iteration 37Q: 3 clusters Score -894765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -894764.625000 Penalty: 4334.333008
	Iteration 38Q: 3 clusters Score -894764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -894765.750000 Penalty: 4334.333008
	Iteration 39Q: 3 clusters Score -894765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -894766.687500 Penalty: 4334.333008
	Iteration 40F: 3 clusters Score -894766.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -894769.437500 Penalty: 4334.333008
	Iteration 41Q: 3 clusters Score -894769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -894769.437500 Penalty: 4334.333008
	Iteration 42Q: 3 clusters Score -894769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -894769.312500 Penalty: 4334.333008
	Iteration 43Q: 3 clusters Score -894769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -894770.312500 Penalty: 4334.333008
	Iteration 44Q: 3 clusters Score -894770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -894770.250000 Penalty: 4334.333008
	Iteration 45Q: 3 clusters Score -894770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -894771.375000 Penalty: 4334.333008
	Iteration 46Q: 3 clusters Score -894771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -894771.437500 Penalty: 4334.333008
	Iteration 47Q: 3 clusters Score -894771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -894771.937500 Penalty: 4334.333008
	Iteration 48Q: 3 clusters Score -894771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -894771.625000 Penalty: 4334.333008
	Iteration 49Q: 3 clusters Score -894771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -894771.625000 Penalty: 4334.333008
	Iteration 50F: 3 clusters Score -894771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -277396.218750 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -277396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -274869.406250 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -274869.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -275354.437500 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -275354.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -275572.437500 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -275572.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -275851.937500 Penalty: 3737.771973
	Iteration 3F: 3 clusters Score -275851.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276121.187500 Penalty: 3737.771973
	Iteration 4F: 3 clusters Score -276121.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276300.625000 Penalty: 3737.771973
	Iteration 5F: 3 clusters Score -276300.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -276403.062500 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -276403.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -276480.437500 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -276480.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -276534.593750 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -276534.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -276560.843750 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -276560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -276576.218750 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -276576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -276586.750000 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -276586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -276594.750000 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -276594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -276600.656250 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -276600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -276606.468750 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -276606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -276612.531250 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -276612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -276615.250000 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -276615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -276621.687500 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -276621.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -276628.312500 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -276628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -276633.781250 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -276633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -276636.218750 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -276636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -276638.031250 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -276638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -276639.062500 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -276639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -276640.031250 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -276640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -276640.968750 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -276641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -276640.968750 Penalty: 3737.771973
	Iteration 25F: 3 clusters Score -276641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Entering Unmasked Estep 
Score: -9230126.000000 Penalty: 2738.338867
	Iteration 0F: 2 clusters Score -9230126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -9188187.000000 Penalty: 5476.677734
	Iteration 0F: 3 clusters Score -9188187 nChanged 29288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -9204996.000000 Penalty: 5476.677734
	Iteration 1F: 3 clusters Score -9204996 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -9206000.000000 Penalty: 5476.677734
	Iteration 2Q: 3 clusters Score -9206000 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -9207582.000000 Penalty: 5476.677734
	Iteration 3F: 3 clusters Score -9207582 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -9209704.000000 Penalty: 5476.677734
	Iteration 4F: 3 clusters Score -9209704 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -9212629.000000 Penalty: 5476.677734
	Iteration 5F: 3 clusters Score -9212629 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -9216152.000000 Penalty: 5476.677734
	Iteration 6F: 3 clusters Score -9216152 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -9219593.000000 Penalty: 5476.677734
	Iteration 7F: 3 clusters Score -9219593 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -9222431.000000 Penalty: 5476.677734
	Iteration 8F: 3 clusters Score -9222431 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9224509.000000 Penalty: 5476.677734
	Iteration 9Q: 3 clusters Score -9224509 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9225975.000000 Penalty: 5476.677734
	Iteration 10Q: 3 clusters Score -9225975 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -9226941.000000 Penalty: 5476.677734
	Iteration 11Q: 3 clusters Score -9226941 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -9227515.000000 Penalty: 5476.677734
	Iteration 12Q: 3 clusters Score -9227515 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -9227817.000000 Penalty: 5476.677734
	Iteration 13Q: 3 clusters Score -9227817 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9228048.000000 Penalty: 5476.677734
	Iteration 14Q: 3 clusters Score -9228048 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9228230.000000 Penalty: 5476.677734
	Iteration 15Q: 3 clusters Score -9228230 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -9228411.000000 Penalty: 5476.677734
	Iteration 16Q: 3 clusters Score -9228411 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9228476.000000 Penalty: 5476.677734
	Iteration 17Q: 3 clusters Score -9228476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9228505.000000 Penalty: 5476.677734
	Iteration 18Q: 3 clusters Score -9228505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9228556.000000 Penalty: 5476.677734
	Iteration 19Q: 3 clusters Score -9228556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9228615.000000 Penalty: 5476.677734
	Iteration 20F: 3 clusters Score -9228615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9228623.000000 Penalty: 5476.677734
	Iteration 21Q: 3 clusters Score -9228623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9228650.000000 Penalty: 5476.677734
	Iteration 22Q: 3 clusters Score -9228650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9228659.000000 Penalty: 5476.677734
	Iteration 23Q: 3 clusters Score -9228659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9228653.000000 Penalty: 5476.677734
	Iteration 24Q: 3 clusters Score -9228653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9228655.000000 Penalty: 5476.677734
	Iteration 25Q: 3 clusters Score -9228655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9228648.000000 Penalty: 5476.677734
	Iteration 26Q: 3 clusters Score -9228648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9228645.000000 Penalty: 5476.677734
	Iteration 27Q: 3 clusters Score -9228645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9228643.000000 Penalty: 5476.677734
	Iteration 28Q: 3 clusters Score -9228643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9228644.000000 Penalty: 5476.677734
	Iteration 29Q: 3 clusters Score -9228644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9228649.000000 Penalty: 5476.677734
	Iteration 30Q: 3 clusters Score -9228649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9228642.000000 Penalty: 5476.677734
	Iteration 31Q: 3 clusters Score -9228642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9228642.000000 Penalty: 5476.677734
	Iteration 32F: 3 clusters Score -9228642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -863395.500000 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -863395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -858120.875000 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -858120.9 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -859805.875000 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -859805.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -860411.062500 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -860411.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -860896.312500 Penalty: 4334.571777
	Iteration 3F: 3 clusters Score -860896.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -861206.125000 Penalty: 4334.571777
	Iteration 4F: 3 clusters Score -861206.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -861402.937500 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -861402.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -861540.125000 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -861540.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -861620.375000 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -861620.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -861689.875000 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -861689.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -861741.500000 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -861741.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -861778.937500 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -861778.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -861811.937500 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -861811.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -861840.687500 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -861840.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -861857.875000 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -861857.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -861866.250000 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -861866.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -861871.812500 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -861871.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -861880.187500 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -861880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -861887.125000 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -861887.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -861894.812500 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -861894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -861899.937500 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -861899.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -861904.000000 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -861904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -861906.625000 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -861906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -861910.000000 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -861910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -861914.062500 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -861914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -861916.562500 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -861916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -861917.000000 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -861917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -861918.625000 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -861918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -861919.625000 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -861919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -861921.625000 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -861921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -861924.062500 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -861924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -861922.875000 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -861922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -861923.687500 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -861923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -861924.437500 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -861924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -861923.125000 Penalty: 4334.571777
	Iteration 33Q: 3 clusters Score -861923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -861923.562500 Penalty: 4334.571777
	Iteration 34Q: 3 clusters Score -861923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -861923.562500 Penalty: 4334.571777
	Iteration 35F: 3 clusters Score -861923.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -366227.125000 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -366227.1 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 1274 members 
Entering Unmasked Estep 
Score: -363300.125000 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -363300.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -363830.968750 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -363831 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -363957.468750 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -363957.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -364041.250000 Penalty: 3883.693848
	Iteration 3Q: 3 clusters Score -364041.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -364086.750000 Penalty: 3883.693848
	Iteration 4Q: 3 clusters Score -364086.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -364118.812500 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -364118.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364139.906250 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -364139.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364151.000000 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -364151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -364164.312500 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -364164.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -364171.687500 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -364171.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -364176.625000 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -364176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -364179.312500 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -364179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -364182.718750 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -364182.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364185.281250 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -364185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364187.468750 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -364187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -364189.531250 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -364189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364191.812500 Penalty: 3883.693848
	Iteration 16Q: 3 clusters Score -364191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -364194.437500 Penalty: 3883.693848
	Iteration 17Q: 3 clusters Score -364194.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -364198.875000 Penalty: 3883.693848
	Iteration 18Q: 3 clusters Score -364198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364200.187500 Penalty: 3883.693848
	Iteration 19Q: 3 clusters Score -364200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -364200.781250 Penalty: 3883.693848
	Iteration 20F: 3 clusters Score -364200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -364201.531250 Penalty: 3883.693848
	Iteration 21Q: 3 clusters Score -364201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -364202.343750 Penalty: 3883.693848
	Iteration 22Q: 3 clusters Score -364202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -364203.906250 Penalty: 3883.693848
	Iteration 23Q: 3 clusters Score -364203.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -364203.906250 Penalty: 3883.693848
	Iteration 24F: 3 clusters Score -364203.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -1628735.625000 Penalty: 2346.024170
	Iteration 0F: 2 clusters Score -1628736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1619186.000000 Penalty: 4692.048340
	Iteration 0F: 3 clusters Score -1619186 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1622179.375000 Penalty: 4692.048340
	Iteration 1F: 3 clusters Score -1622179 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1622646.125000 Penalty: 4692.048340
	Iteration 2F: 3 clusters Score -1622646 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1623164.625000 Penalty: 4692.048340
	Iteration 3F: 3 clusters Score -1623165 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1623701.250000 Penalty: 4692.048340
	Iteration 4F: 3 clusters Score -1623701 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1624176.875000 Penalty: 4692.048340
	Iteration 5F: 3 clusters Score -1624177 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1624570.125000 Penalty: 4692.048340
	Iteration 6Q: 3 clusters Score -1624570 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1624903.500000 Penalty: 4692.048340
	Iteration 7Q: 3 clusters Score -1624904 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1625173.875000 Penalty: 4692.048340
	Iteration 8Q: 3 clusters Score -1625174 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1625398.125000 Penalty: 4692.048340
	Iteration 9Q: 3 clusters Score -1625398 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1625586.000000 Penalty: 4692.048340
	Iteration 10Q: 3 clusters Score -1625586 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1625746.625000 Penalty: 4692.048340
	Iteration 11Q: 3 clusters Score -1625747 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1625851.375000 Penalty: 4692.048340
	Iteration 12Q: 3 clusters Score -1625851 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1625930.000000 Penalty: 4692.048340
	Iteration 13Q: 3 clusters Score -1625930 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1625996.500000 Penalty: 4692.048340
	Iteration 14Q: 3 clusters Score -1625996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1626030.250000 Penalty: 4692.048340
	Iteration 15Q: 3 clusters Score -1626030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1626057.625000 Penalty: 4692.048340
	Iteration 16Q: 3 clusters Score -1626058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1626077.875000 Penalty: 4692.048340
	Iteration 17Q: 3 clusters Score -1626078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1626091.750000 Penalty: 4692.048340
	Iteration 18Q: 3 clusters Score -1626092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1626103.250000 Penalty: 4692.048340
	Iteration 19Q: 3 clusters Score -1626103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1626112.000000 Penalty: 4692.048340
	Iteration 20F: 3 clusters Score -1626112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1626122.250000 Penalty: 4692.048340
	Iteration 21Q: 3 clusters Score -1626122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1626134.250000 Penalty: 4692.048340
	Iteration 22Q: 3 clusters Score -1626134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1626140.500000 Penalty: 4692.048340
	Iteration 23Q: 3 clusters Score -1626140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1626145.250000 Penalty: 4692.048340
	Iteration 24Q: 3 clusters Score -1626145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1626148.500000 Penalty: 4692.048340
	Iteration 25Q: 3 clusters Score -1626148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1626162.000000 Penalty: 4692.048340
	Iteration 26Q: 3 clusters Score -1626162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1626168.250000 Penalty: 4692.048340
	Iteration 27Q: 3 clusters Score -1626168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1626175.000000 Penalty: 4692.048340
	Iteration 28Q: 3 clusters Score -1626175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1626181.250000 Penalty: 4692.048340
	Iteration 29Q: 3 clusters Score -1626181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1626191.750000 Penalty: 4692.048340
	Iteration 30Q: 3 clusters Score -1626192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1626203.750000 Penalty: 4692.048340
	Iteration 31Q: 3 clusters Score -1626204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1626207.750000 Penalty: 4692.048340
	Iteration 32Q: 3 clusters Score -1626208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1626216.125000 Penalty: 4692.048340
	Iteration 33Q: 3 clusters Score -1626216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1626225.250000 Penalty: 4692.048340
	Iteration 34Q: 3 clusters Score -1626225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1626242.625000 Penalty: 4692.048340
	Iteration 35Q: 3 clusters Score -1626243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1626248.625000 Penalty: 4692.048340
	Iteration 36Q: 3 clusters Score -1626249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1626251.875000 Penalty: 4692.048340
	Iteration 37Q: 3 clusters Score -1626252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1626261.250000 Penalty: 4692.048340
	Iteration 38Q: 3 clusters Score -1626261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1626270.500000 Penalty: 4692.048340
	Iteration 39Q: 3 clusters Score -1626270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1626277.750000 Penalty: 4692.048340
	Iteration 40F: 3 clusters Score -1626278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1626277.750000 Penalty: 4692.048340
	Iteration 41Q: 3 clusters Score -1626278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1626283.750000 Penalty: 4692.048340
	Iteration 42Q: 3 clusters Score -1626284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1626286.625000 Penalty: 4692.048340
	Iteration 43Q: 3 clusters Score -1626287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1626294.125000 Penalty: 4692.048340
	Iteration 44Q: 3 clusters Score -1626294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1626298.500000 Penalty: 4692.048340
	Iteration 45Q: 3 clusters Score -1626298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1626301.375000 Penalty: 4692.048340
	Iteration 46Q: 3 clusters Score -1626301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1626303.875000 Penalty: 4692.048340
	Iteration 47Q: 3 clusters Score -1626304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1626311.000000 Penalty: 4692.048340
	Iteration 48Q: 3 clusters Score -1626311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1626318.375000 Penalty: 4692.048340
	Iteration 49Q: 3 clusters Score -1626318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1626318.000000 Penalty: 4692.048340
	Iteration 50Q: 3 clusters Score -1626318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1626338.750000 Penalty: 4692.048340
	Iteration 51Q: 3 clusters Score -1626339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1626338.750000 Penalty: 4692.048340
	Iteration 52Q: 3 clusters Score -1626339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1626347.000000 Penalty: 4692.048340
	Iteration 53Q: 3 clusters Score -1626347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1626351.625000 Penalty: 4692.048340
	Iteration 54Q: 3 clusters Score -1626352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1626360.500000 Penalty: 4692.048340
	Iteration 55Q: 3 clusters Score -1626360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1626379.250000 Penalty: 4692.048340
	Iteration 56Q: 3 clusters Score -1626379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1626380.000000 Penalty: 4692.048340
	Iteration 57Q: 3 clusters Score -1626380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1626392.000000 Penalty: 4692.048340
	Iteration 58Q: 3 clusters Score -1626392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1626402.500000 Penalty: 4692.048340
	Iteration 59Q: 3 clusters Score -1626402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1626411.875000 Penalty: 4692.048340
	Iteration 60F: 3 clusters Score -1626412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1626422.375000 Penalty: 4692.048340
	Iteration 61Q: 3 clusters Score -1626422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1626426.000000 Penalty: 4692.048340
	Iteration 62Q: 3 clusters Score -1626426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1626428.125000 Penalty: 4692.048340
	Iteration 63Q: 3 clusters Score -1626428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1626435.875000 Penalty: 4692.048340
	Iteration 64Q: 3 clusters Score -1626436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1626447.000000 Penalty: 4692.048340
	Iteration 65Q: 3 clusters Score -1626447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1626447.875000 Penalty: 4692.048340
	Iteration 66Q: 3 clusters Score -1626448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1626455.875000 Penalty: 4692.048340
	Iteration 67Q: 3 clusters Score -1626456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1626471.250000 Penalty: 4692.048340
	Iteration 68Q: 3 clusters Score -1626471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1626476.875000 Penalty: 4692.048340
	Iteration 69Q: 3 clusters Score -1626477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1626488.375000 Penalty: 4692.048340
	Iteration 70Q: 3 clusters Score -1626488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1626503.500000 Penalty: 4692.048340
	Iteration 71Q: 3 clusters Score -1626504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1626516.375000 Penalty: 4692.048340
	Iteration 72Q: 3 clusters Score -1626516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1626525.250000 Penalty: 4692.048340
	Iteration 73Q: 3 clusters Score -1626525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1626546.875000 Penalty: 4692.048340
	Iteration 74Q: 3 clusters Score -1626547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1626561.375000 Penalty: 4692.048340
	Iteration 75Q: 3 clusters Score -1626561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1626578.375000 Penalty: 4692.048340
	Iteration 76Q: 3 clusters Score -1626578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1626587.875000 Penalty: 4692.048340
	Iteration 77Q: 3 clusters Score -1626588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1626592.375000 Penalty: 4692.048340
	Iteration 78Q: 3 clusters Score -1626592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1626602.750000 Penalty: 4692.048340
	Iteration 79Q: 3 clusters Score -1626603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1626614.625000 Penalty: 4692.048340
	Iteration 80F: 3 clusters Score -1626615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1626620.625000 Penalty: 4692.048340
	Iteration 81Q: 3 clusters Score -1626621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1626632.375000 Penalty: 4692.048340
	Iteration 82Q: 3 clusters Score -1626632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1626631.875000 Penalty: 4692.048340
	Iteration 83Q: 3 clusters Score -1626632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1626648.875000 Penalty: 4692.048340
	Iteration 84Q: 3 clusters Score -1626649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1626664.125000 Penalty: 4692.048340
	Iteration 85Q: 3 clusters Score -1626664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1626691.625000 Penalty: 4692.048340
	Iteration 86Q: 3 clusters Score -1626692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1626724.000000 Penalty: 4692.048340
	Iteration 87Q: 3 clusters Score -1626724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1626749.625000 Penalty: 4692.048340
	Iteration 88Q: 3 clusters Score -1626750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1626778.375000 Penalty: 4692.048340
	Iteration 89Q: 3 clusters Score -1626778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1626809.500000 Penalty: 4692.048340
	Iteration 90Q: 3 clusters Score -1626810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1626847.375000 Penalty: 4692.048340
	Iteration 91Q: 3 clusters Score -1626847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1626889.250000 Penalty: 4692.048340
	Iteration 92Q: 3 clusters Score -1626889 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1626932.250000 Penalty: 4692.048340
	Iteration 93Q: 3 clusters Score -1626932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1626959.375000 Penalty: 4692.048340
	Iteration 94Q: 3 clusters Score -1626959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1626993.500000 Penalty: 4692.048340
	Iteration 95Q: 3 clusters Score -1626994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1627025.500000 Penalty: 4692.048340
	Iteration 96Q: 3 clusters Score -1627026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1627049.500000 Penalty: 4692.048340
	Iteration 97Q: 3 clusters Score -1627050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1627079.500000 Penalty: 4692.048340
	Iteration 98Q: 3 clusters Score -1627080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1627112.750000 Penalty: 4692.048340
	Iteration 99Q: 3 clusters Score -1627113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1627149.750000 Penalty: 4692.048340
	Iteration 100F: 3 clusters Score -1627150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1627189.375000 Penalty: 4692.048340
	Iteration 101Q: 3 clusters Score -1627189 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1627235.750000 Penalty: 4692.048340
	Iteration 102Q: 3 clusters Score -1627236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1627285.750000 Penalty: 4692.048340
	Iteration 103Q: 3 clusters Score -1627286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1627321.375000 Penalty: 4692.048340
	Iteration 104Q: 3 clusters Score -1627321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1627364.000000 Penalty: 4692.048340
	Iteration 105Q: 3 clusters Score -1627364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1627419.750000 Penalty: 4692.048340
	Iteration 106Q: 3 clusters Score -1627420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1627458.625000 Penalty: 4692.048340
	Iteration 107Q: 3 clusters Score -1627459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1627492.000000 Penalty: 4692.048340
	Iteration 108Q: 3 clusters Score -1627492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1627524.875000 Penalty: 4692.048340
	Iteration 109Q: 3 clusters Score -1627525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1627548.375000 Penalty: 4692.048340
	Iteration 110Q: 3 clusters Score -1627548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1627556.750000 Penalty: 4692.048340
	Iteration 111Q: 3 clusters Score -1627557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1627565.375000 Penalty: 4692.048340
	Iteration 112Q: 3 clusters Score -1627565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1627580.625000 Penalty: 4692.048340
	Iteration 113Q: 3 clusters Score -1627581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1627592.625000 Penalty: 4692.048340
	Iteration 114Q: 3 clusters Score -1627593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1627611.000000 Penalty: 4692.048340
	Iteration 115Q: 3 clusters Score -1627611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1627627.375000 Penalty: 4692.048340
	Iteration 116Q: 3 clusters Score -1627627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1627647.750000 Penalty: 4692.048340
	Iteration 117Q: 3 clusters Score -1627648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1627663.125000 Penalty: 4692.048340
	Iteration 118Q: 3 clusters Score -1627663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1627676.625000 Penalty: 4692.048340
	Iteration 119Q: 3 clusters Score -1627677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1627701.875000 Penalty: 4692.048340
	Iteration 120F: 3 clusters Score -1627702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1627727.750000 Penalty: 4692.048340
	Iteration 121Q: 3 clusters Score -1627728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1627760.625000 Penalty: 4692.048340
	Iteration 122Q: 3 clusters Score -1627761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1627787.750000 Penalty: 4692.048340
	Iteration 123Q: 3 clusters Score -1627788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1627823.875000 Penalty: 4692.048340
	Iteration 124Q: 3 clusters Score -1627824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1627857.625000 Penalty: 4692.048340
	Iteration 125Q: 3 clusters Score -1627858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1627903.625000 Penalty: 4692.048340
	Iteration 126Q: 3 clusters Score -1627904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1627959.875000 Penalty: 4692.048340
	Iteration 127Q: 3 clusters Score -1627960 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1628020.875000 Penalty: 4692.048340
	Iteration 128Q: 3 clusters Score -1628021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1628066.125000 Penalty: 4692.048340
	Iteration 129Q: 3 clusters Score -1628066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1628087.625000 Penalty: 4692.048340
	Iteration 130Q: 3 clusters Score -1628088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1628101.875000 Penalty: 4692.048340
	Iteration 131Q: 3 clusters Score -1628102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1628110.000000 Penalty: 4692.048340
	Iteration 132Q: 3 clusters Score -1628110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1628113.125000 Penalty: 4692.048340
	Iteration 133Q: 3 clusters Score -1628113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1628118.000000 Penalty: 4692.048340
	Iteration 134Q: 3 clusters Score -1628118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1628121.750000 Penalty: 4692.048340
	Iteration 135Q: 3 clusters Score -1628122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1628120.125000 Penalty: 4692.048340
	Iteration 136Q: 3 clusters Score -1628120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1628120.250000 Penalty: 4692.048340
	Iteration 137Q: 3 clusters Score -1628120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1628119.625000 Penalty: 4692.048340
	Iteration 138Q: 3 clusters Score -1628120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1628127.875000 Penalty: 4692.048340
	Iteration 139F: 3 clusters Score -1628128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1628137.500000 Penalty: 4692.048340
	Iteration 140F: 3 clusters Score -1628138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1628142.000000 Penalty: 4692.048340
	Iteration 141Q: 3 clusters Score -1628142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1628139.625000 Penalty: 4692.048340
	Iteration 142Q: 3 clusters Score -1628140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1628139.375000 Penalty: 4692.048340
	Iteration 143Q: 3 clusters Score -1628139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1628139.375000 Penalty: 4692.048340
	Iteration 144F: 3 clusters Score -1628139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Entering Unmasked Estep 
Score: -4959426.000000 Penalty: 2584.341553
	Iteration 0F: 2 clusters Score -4959426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4936412.000000 Penalty: 5168.683105
	Iteration 0F: 3 clusters Score -4936412 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4944724.000000 Penalty: 5168.683105
	Iteration 1F: 3 clusters Score -4944724 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4945000.500000 Penalty: 5168.683105
	Iteration 2Q: 3 clusters Score -4945000 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4945310.000000 Penalty: 5168.683105
	Iteration 3Q: 3 clusters Score -4945310 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4945643.500000 Penalty: 5168.683105
	Iteration 4Q: 3 clusters Score -4945644 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -4945940.500000 Penalty: 5168.683105
	Iteration 5Q: 3 clusters Score -4945940 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4946299.500000 Penalty: 5168.683105
	Iteration 6Q: 3 clusters Score -4946300 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4946754.500000 Penalty: 5168.683105
	Iteration 7Q: 3 clusters Score -4946754 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4947446.000000 Penalty: 5168.683105
	Iteration 8Q: 3 clusters Score -4947446 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4948443.500000 Penalty: 5168.683105
	Iteration 9F: 3 clusters Score -4948444 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -4949847.500000 Penalty: 5168.683105
	Iteration 10F: 3 clusters Score -4949848 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -4951644.000000 Penalty: 5168.683105
	Iteration 11F: 3 clusters Score -4951644 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4953606.500000 Penalty: 5168.683105
	Iteration 12F: 3 clusters Score -4953606 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4955260.500000 Penalty: 5168.683105
	Iteration 13F: 3 clusters Score -4955260 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4956168.000000 Penalty: 5168.683105
	Iteration 14Q: 3 clusters Score -4956168 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4956637.000000 Penalty: 5168.683105
	Iteration 15Q: 3 clusters Score -4956637 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4956873.500000 Penalty: 5168.683105
	Iteration 16Q: 3 clusters Score -4956874 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4956987.000000 Penalty: 5168.683105
	Iteration 17Q: 3 clusters Score -4956987 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4957049.500000 Penalty: 5168.683105
	Iteration 18Q: 3 clusters Score -4957050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4957082.500000 Penalty: 5168.683105
	Iteration 19Q: 3 clusters Score -4957082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4957115.000000 Penalty: 5168.683105
	Iteration 20F: 3 clusters Score -4957115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4957133.500000 Penalty: 5168.683105
	Iteration 21Q: 3 clusters Score -4957134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4957155.000000 Penalty: 5168.683105
	Iteration 22Q: 3 clusters Score -4957155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4957172.500000 Penalty: 5168.683105
	Iteration 23Q: 3 clusters Score -4957172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4957189.000000 Penalty: 5168.683105
	Iteration 24Q: 3 clusters Score -4957189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4957202.500000 Penalty: 5168.683105
	Iteration 25Q: 3 clusters Score -4957202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4957212.500000 Penalty: 5168.683105
	Iteration 26Q: 3 clusters Score -4957212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4957218.500000 Penalty: 5168.683105
	Iteration 27Q: 3 clusters Score -4957218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4957218.500000 Penalty: 5168.683105
	Iteration 28Q: 3 clusters Score -4957218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4957226.500000 Penalty: 5168.683105
	Iteration 29Q: 3 clusters Score -4957226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4957223.000000 Penalty: 5168.683105
	Iteration 30Q: 3 clusters Score -4957223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4957223.000000 Penalty: 5168.683105
	Iteration 31F: 3 clusters Score -4957223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -48701.617188 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -48701.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47328.410156 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -47328.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47444.761719 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -47444.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47478.488281 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -47478.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47488.000000 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -47488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47493.238281 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -47493.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47495.960938 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -47495.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47495.960938 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -47495.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -88686.390625 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -88686.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86969.273438 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -86969.27 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87247.656250 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -87247.66 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87445.468750 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -87445.47 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -87726.218750 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -87726.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87990.882812 Penalty: 3340.947021
	Iteration 4F: 3 clusters Score -87990.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -88216.546875 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -88216.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88418.882812 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -88418.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -88496.921875 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -88496.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88519.507812 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -88519.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88537.039062 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -88537.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -88556.851562 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -88556.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88592.289062 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -88592.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -88612.257812 Penalty: 3340.947021
	Iteration 12Q: 3 clusters Score -88612.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88625.601562 Penalty: 3340.947021
	Iteration 13Q: 3 clusters Score -88625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -88632.390625 Penalty: 3340.947021
	Iteration 14Q: 3 clusters Score -88632.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -88635.929688 Penalty: 3340.947021
	Iteration 15Q: 3 clusters Score -88635.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -88637.351562 Penalty: 3340.947021
	Iteration 16Q: 3 clusters Score -88637.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -88665.531250 Penalty: 3340.947021
	Iteration 17F: 3 clusters Score -88665.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88736.781250 Penalty: 3340.947021
	Iteration 18Q: 3 clusters Score -88736.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -88781.335938 Penalty: 3340.947021
	Iteration 19Q: 3 clusters Score -88781.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88801.046875 Penalty: 3340.947021
	Iteration 20F: 3 clusters Score -88801.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88807.000000 Penalty: 3340.947021
	Iteration 21Q: 3 clusters Score -88807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88808.789062 Penalty: 3340.947021
	Iteration 22Q: 3 clusters Score -88808.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88808.789062 Penalty: 3340.947021
	Iteration 23F: 3 clusters Score -88808.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193121 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 153473 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 535 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95490488.000000 Penalty: 109682.515625
Splitting cluster 24 changes total score from -95492040.000000 to -95490488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (153473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Entering Unmasked Estep 
Score: -22889732.000000 Penalty: 2961.437500
	Iteration 0F: 2 clusters Score -2.288973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -22791210.000000 Penalty: 5922.875000
	Iteration 0F: 3 clusters Score -2.279121e+07 nChanged 73553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -22833848.000000 Penalty: 5922.875000
	Iteration 1F: 3 clusters Score -2.283385e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -22835136.000000 Penalty: 5922.875000
	Iteration 2Q: 3 clusters Score -2.283514e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -22837332.000000 Penalty: 5922.875000
	Iteration 3Q: 3 clusters Score -2.283733e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -22840110.000000 Penalty: 5922.875000
	Iteration 4Q: 3 clusters Score -2.284011e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -22843896.000000 Penalty: 5922.875000
	Iteration 5Q: 3 clusters Score -2.28439e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -22848424.000000 Penalty: 5922.875000
	Iteration 6F: 3 clusters Score -2.284842e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -22853862.000000 Penalty: 5922.875000
	Iteration 7F: 3 clusters Score -2.285386e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -22859538.000000 Penalty: 5922.875000
	Iteration 8F: 3 clusters Score -2.285954e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -22864944.000000 Penalty: 5922.875000
	Iteration 9F: 3 clusters Score -2.286494e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -22868720.000000 Penalty: 5922.875000
	Iteration 10F: 3 clusters Score -2.286872e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -22870830.000000 Penalty: 5922.875000
	Iteration 11Q: 3 clusters Score -2.287083e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -22871734.000000 Penalty: 5922.875000
	Iteration 12Q: 3 clusters Score -2.287173e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -22872178.000000 Penalty: 5922.875000
	Iteration 13Q: 3 clusters Score -2.287218e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -22872366.000000 Penalty: 5922.875000
	Iteration 14Q: 3 clusters Score -2.287237e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -22872450.000000 Penalty: 5922.875000
	Iteration 15Q: 3 clusters Score -2.287245e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -22872538.000000 Penalty: 5922.875000
	Iteration 16Q: 3 clusters Score -2.287254e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -22872574.000000 Penalty: 5922.875000
	Iteration 17Q: 3 clusters Score -2.287257e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -22872708.000000 Penalty: 5922.875000
	Iteration 18Q: 3 clusters Score -2.287271e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -22872736.000000 Penalty: 5922.875000
	Iteration 19Q: 3 clusters Score -2.287274e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -22872736.000000 Penalty: 5922.875000
	Iteration 20F: 3 clusters Score -2.287274e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -22872738.000000 Penalty: 5922.875000
	Iteration 21Q: 3 clusters Score -2.287274e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -22872810.000000 Penalty: 5922.875000
	Iteration 22Q: 3 clusters Score -2.287281e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -22872792.000000 Penalty: 5922.875000
	Iteration 23Q: 3 clusters Score -2.287279e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -22872878.000000 Penalty: 5922.875000
	Iteration 24Q: 3 clusters Score -2.287288e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -22872954.000000 Penalty: 5922.875000
	Iteration 25Q: 3 clusters Score -2.287295e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -22873020.000000 Penalty: 5922.875000
	Iteration 26Q: 3 clusters Score -2.287302e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -22873092.000000 Penalty: 5922.875000
	Iteration 27Q: 3 clusters Score -2.287309e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -22873130.000000 Penalty: 5922.875000
	Iteration 28Q: 3 clusters Score -2.287313e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -22873120.000000 Penalty: 5922.875000
	Iteration 29Q: 3 clusters Score -2.287312e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -22873196.000000 Penalty: 5922.875000
	Iteration 30Q: 3 clusters Score -2.28732e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -22873222.000000 Penalty: 5922.875000
	Iteration 31Q: 3 clusters Score -2.287322e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -22873210.000000 Penalty: 5922.875000
	Iteration 32Q: 3 clusters Score -2.287321e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -22873178.000000 Penalty: 5922.875000
	Iteration 33Q: 3 clusters Score -2.287318e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -22873136.000000 Penalty: 5922.875000
	Iteration 34Q: 3 clusters Score -2.287314e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -22873162.000000 Penalty: 5922.875000
	Iteration 35Q: 3 clusters Score -2.287316e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -22873160.000000 Penalty: 5922.875000
	Iteration 36Q: 3 clusters Score -2.287316e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -22873126.000000 Penalty: 5922.875000
	Iteration 37Q: 3 clusters Score -2.287313e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -22873230.000000 Penalty: 5922.875000
	Iteration 38Q: 3 clusters Score -2.287323e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -22873266.000000 Penalty: 5922.875000
	Iteration 39Q: 3 clusters Score -2.287327e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -22873290.000000 Penalty: 5922.875000
	Iteration 40F: 3 clusters Score -2.287329e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -22873356.000000 Penalty: 5922.875000
	Iteration 41Q: 3 clusters Score -2.287336e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -22873440.000000 Penalty: 5922.875000
	Iteration 42Q: 3 clusters Score -2.287344e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -22873520.000000 Penalty: 5922.875000
	Iteration 43Q: 3 clusters Score -2.287352e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -22873534.000000 Penalty: 5922.875000
	Iteration 44Q: 3 clusters Score -2.287353e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -22873562.000000 Penalty: 5922.875000
	Iteration 45Q: 3 clusters Score -2.287356e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 90961 members 
Entering Unmasked Estep 
Score: -22873604.000000 Penalty: 5922.875000
	Iteration 46Q: 3 clusters Score -2.28736e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -22873626.000000 Penalty: 5922.875000
	Iteration 47Q: 3 clusters Score -2.287363e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -22873598.000000 Penalty: 5922.875000
	Iteration 48Q: 3 clusters Score -2.28736e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -22873714.000000 Penalty: 5922.875000
	Iteration 49Q: 3 clusters Score -2.287371e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -22873684.000000 Penalty: 5922.875000
	Iteration 50Q: 3 clusters Score -2.287368e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -22873592.000000 Penalty: 5922.875000
	Iteration 51Q: 3 clusters Score -2.287359e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -22873582.000000 Penalty: 5922.875000
	Iteration 52Q: 3 clusters Score -2.287358e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -22873580.000000 Penalty: 5922.875000
	Iteration 53Q: 3 clusters Score -2.287358e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -22873596.000000 Penalty: 5922.875000
	Iteration 54Q: 3 clusters Score -2.28736e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -22873632.000000 Penalty: 5922.875000
	Iteration 55Q: 3 clusters Score -2.287363e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -22873646.000000 Penalty: 5922.875000
	Iteration 56Q: 3 clusters Score -2.287365e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -22873736.000000 Penalty: 5922.875000
	Iteration 57Q: 3 clusters Score -2.287374e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -22873768.000000 Penalty: 5922.875000
	Iteration 58Q: 3 clusters Score -2.287377e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -22873860.000000 Penalty: 5922.875000
	Iteration 59Q: 3 clusters Score -2.287386e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -22873930.000000 Penalty: 5922.875000
	Iteration 60F: 3 clusters Score -2.287393e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -22874000.000000 Penalty: 5922.875000
	Iteration 61Q: 3 clusters Score -2.2874e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -22874074.000000 Penalty: 5922.875000
	Iteration 62Q: 3 clusters Score -2.287407e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -22874110.000000 Penalty: 5922.875000
	Iteration 63Q: 3 clusters Score -2.287411e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -22874156.000000 Penalty: 5922.875000
	Iteration 64Q: 3 clusters Score -2.287416e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -22874252.000000 Penalty: 5922.875000
	Iteration 65Q: 3 clusters Score -2.287425e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -22874332.000000 Penalty: 5922.875000
	Iteration 66Q: 3 clusters Score -2.287433e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -22874380.000000 Penalty: 5922.875000
	Iteration 67Q: 3 clusters Score -2.287438e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -22874416.000000 Penalty: 5922.875000
	Iteration 68Q: 3 clusters Score -2.287442e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -22874466.000000 Penalty: 5922.875000
	Iteration 69Q: 3 clusters Score -2.287447e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -22874660.000000 Penalty: 5922.875000
	Iteration 70Q: 3 clusters Score -2.287466e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -22874704.000000 Penalty: 5922.875000
	Iteration 71Q: 3 clusters Score -2.28747e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -22874790.000000 Penalty: 5922.875000
	Iteration 72Q: 3 clusters Score -2.287479e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 103995 members 
Entering Unmasked Estep 
Score: -22874916.000000 Penalty: 5922.875000
	Iteration 73Q: 3 clusters Score -2.287492e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 104773 members 
Entering Unmasked Estep 
Score: -22874994.000000 Penalty: 5922.875000
	Iteration 74Q: 3 clusters Score -2.287499e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -22875008.000000 Penalty: 5922.875000
	Iteration 75Q: 3 clusters Score -2.287501e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -22875150.000000 Penalty: 5922.875000
	Iteration 76Q: 3 clusters Score -2.287515e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -22875274.000000 Penalty: 5922.875000
	Iteration 77Q: 3 clusters Score -2.287527e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -22875344.000000 Penalty: 5922.875000
	Iteration 78Q: 3 clusters Score -2.287534e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -22875478.000000 Penalty: 5922.875000
	Iteration 79Q: 3 clusters Score -2.287548e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -22875564.000000 Penalty: 5922.875000
	Iteration 80F: 3 clusters Score -2.287556e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -22875674.000000 Penalty: 5922.875000
	Iteration 81Q: 3 clusters Score -2.287567e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 111693 members 
Entering Unmasked Estep 
Score: -22875766.000000 Penalty: 5922.875000
	Iteration 82Q: 3 clusters Score -2.287577e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 112722 members 
Entering Unmasked Estep 
Score: -22875996.000000 Penalty: 5922.875000
	Iteration 83Q: 3 clusters Score -2.2876e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -22876176.000000 Penalty: 5922.875000
	Iteration 84Q: 3 clusters Score -2.287618e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -22876458.000000 Penalty: 5922.875000
	Iteration 85Q: 3 clusters Score -2.287646e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -22876718.000000 Penalty: 5922.875000
	Iteration 86Q: 3 clusters Score -2.287672e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 117712 members 
Entering Unmasked Estep 
Score: -22877058.000000 Penalty: 5922.875000
	Iteration 87Q: 3 clusters Score -2.287706e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 119306 members 
Entering Unmasked Estep 
Score: -22877448.000000 Penalty: 5922.875000
	Iteration 88Q: 3 clusters Score -2.287745e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -22877898.000000 Penalty: 5922.875000
	Iteration 89Q: 3 clusters Score -2.28779e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 122802 members 
Entering Unmasked Estep 
Score: -22878356.000000 Penalty: 5922.875000
	Iteration 90Q: 3 clusters Score -2.287836e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -22878884.000000 Penalty: 5922.875000
	Iteration 91Q: 3 clusters Score -2.287888e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -22879456.000000 Penalty: 5922.875000
	Iteration 92Q: 3 clusters Score -2.287946e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 128799 members 
Entering Unmasked Estep 
Score: -22880072.000000 Penalty: 5922.875000
	Iteration 93Q: 3 clusters Score -2.288007e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -22880534.000000 Penalty: 5922.875000
	Iteration 94Q: 3 clusters Score -2.288053e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -22881070.000000 Penalty: 5922.875000
	Iteration 95Q: 3 clusters Score -2.288107e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 135744 members 
Entering Unmasked Estep 
Score: -22881630.000000 Penalty: 5922.875000
	Iteration 96Q: 3 clusters Score -2.288163e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 138094 members 
Entering Unmasked Estep 
Score: -22882268.000000 Penalty: 5922.875000
	Iteration 97Q: 3 clusters Score -2.288227e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 140388 members 
Entering Unmasked Estep 
Score: -22882878.000000 Penalty: 5922.875000
	Iteration 98Q: 3 clusters Score -2.288288e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -22883582.000000 Penalty: 5922.875000
	Iteration 99Q: 3 clusters Score -2.288358e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -22884352.000000 Penalty: 5922.875000
	Iteration 100F: 3 clusters Score -2.288435e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 146377 members 
Entering Unmasked Estep 
Score: -22884986.000000 Penalty: 5922.875000
	Iteration 101Q: 3 clusters Score -2.288499e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 147813 members 
Entering Unmasked Estep 
Score: -22885454.000000 Penalty: 5922.875000
	Iteration 102Q: 3 clusters Score -2.288545e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 148901 members 
Entering Unmasked Estep 
Score: -22885842.000000 Penalty: 5922.875000
	Iteration 103Q: 3 clusters Score -2.288584e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 149722 members 
Entering Unmasked Estep 
Score: -22886176.000000 Penalty: 5922.875000
	Iteration 104Q: 3 clusters Score -2.288618e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 150356 members 
Entering Unmasked Estep 
Score: -22886426.000000 Penalty: 5922.875000
	Iteration 105Q: 3 clusters Score -2.288643e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 150835 members 
Entering Unmasked Estep 
Score: -22886572.000000 Penalty: 5922.875000
	Iteration 106Q: 3 clusters Score -2.288657e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 151181 members 
Entering Unmasked Estep 
Score: -22886698.000000 Penalty: 5922.875000
	Iteration 107Q: 3 clusters Score -2.28867e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -22886800.000000 Penalty: 5922.875000
	Iteration 108Q: 3 clusters Score -2.28868e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 151660 members 
Entering Unmasked Estep 
Score: -22886842.000000 Penalty: 5922.875000
	Iteration 109Q: 3 clusters Score -2.288684e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 151828 members 
Entering Unmasked Estep 
Score: -22886922.000000 Penalty: 5922.875000
	Iteration 110Q: 3 clusters Score -2.288692e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 151978 members 
Entering Unmasked Estep 
Score: -22886966.000000 Penalty: 5922.875000
	Iteration 111Q: 3 clusters Score -2.288697e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -22887012.000000 Penalty: 5922.875000
	Iteration 112Q: 3 clusters Score -2.288701e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 152175 members 
Entering Unmasked Estep 
Score: -22887064.000000 Penalty: 5922.875000
	Iteration 113Q: 3 clusters Score -2.288706e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -22887084.000000 Penalty: 5922.875000
	Iteration 114Q: 3 clusters Score -2.288708e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -22887098.000000 Penalty: 5922.875000
	Iteration 115Q: 3 clusters Score -2.28871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -22887118.000000 Penalty: 5922.875000
	Iteration 116Q: 3 clusters Score -2.288712e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -22887136.000000 Penalty: 5922.875000
	Iteration 117Q: 3 clusters Score -2.288714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -22887118.000000 Penalty: 5922.875000
	Iteration 118Q: 3 clusters Score -2.288712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -22887134.000000 Penalty: 5922.875000
	Iteration 119Q: 3 clusters Score -2.288713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 152411 members 
Entering Unmasked Estep 
Score: -22887160.000000 Penalty: 5922.875000
	Iteration 120F: 3 clusters Score -2.288716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 152430 members 
Entering Unmasked Estep 
Score: -22887162.000000 Penalty: 5922.875000
	Iteration 121Q: 3 clusters Score -2.288716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 152454 members 
Entering Unmasked Estep 
Score: -22887168.000000 Penalty: 5922.875000
	Iteration 122Q: 3 clusters Score -2.288717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 152473 members 
Entering Unmasked Estep 
Score: -22887174.000000 Penalty: 5922.875000
	Iteration 123Q: 3 clusters Score -2.288717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -22887184.000000 Penalty: 5922.875000
	Iteration 124Q: 3 clusters Score -2.288718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 152499 members 
Entering Unmasked Estep 
Score: -22887166.000000 Penalty: 5922.875000
	Iteration 125Q: 3 clusters Score -2.288717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -22887194.000000 Penalty: 5922.875000
	Iteration 126Q: 3 clusters Score -2.288719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -22887198.000000 Penalty: 5922.875000
	Iteration 127Q: 3 clusters Score -2.28872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -22887204.000000 Penalty: 5922.875000
	Iteration 128Q: 3 clusters Score -2.28872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -22887180.000000 Penalty: 5922.875000
	Iteration 129Q: 3 clusters Score -2.288718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -22887174.000000 Penalty: 5922.875000
	Iteration 130Q: 3 clusters Score -2.288717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -22887164.000000 Penalty: 5922.875000
	Iteration 131Q: 3 clusters Score -2.288716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -22887168.000000 Penalty: 5922.875000
	Iteration 132Q: 3 clusters Score -2.288717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -22887186.000000 Penalty: 5922.875000
	Iteration 133Q: 3 clusters Score -2.288719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -22887198.000000 Penalty: 5922.875000
	Iteration 134Q: 3 clusters Score -2.28872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -22887212.000000 Penalty: 5922.875000
	Iteration 135Q: 3 clusters Score -2.288721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 152558 members 
Entering Unmasked Estep 
Score: -22887230.000000 Penalty: 5922.875000
	Iteration 136Q: 3 clusters Score -2.288723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 152560 members 
Entering Unmasked Estep 
Score: -22887216.000000 Penalty: 5922.875000
	Iteration 137Q: 3 clusters Score -2.288722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 152562 members 
Entering Unmasked Estep 
Score: -22887214.000000 Penalty: 5922.875000
	Iteration 138Q: 3 clusters Score -2.288721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 152564 members 
Entering Unmasked Estep 
Score: -22887214.000000 Penalty: 5922.875000
	Iteration 139Q: 3 clusters Score -2.288721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 152567 members 
Entering Unmasked Estep 
Score: -22887212.000000 Penalty: 5922.875000
	Iteration 140F: 3 clusters Score -2.288721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -22887206.000000 Penalty: 5922.875000
	Iteration 141Q: 3 clusters Score -2.288721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -22887216.000000 Penalty: 5922.875000
	Iteration 142Q: 3 clusters Score -2.288722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 152574 members 
Entering Unmasked Estep 
Score: -22887208.000000 Penalty: 5922.875000
	Iteration 143Q: 3 clusters Score -2.288721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 152576 members 
Entering Unmasked Estep 
Score: -22887212.000000 Penalty: 5922.875000
	Iteration 144Q: 3 clusters Score -2.288721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -22887210.000000 Penalty: 5922.875000
	Iteration 145Q: 3 clusters Score -2.288721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 152587 members 
Entering Unmasked Estep 
Score: -22887220.000000 Penalty: 5922.875000
	Iteration 146Q: 3 clusters Score -2.288722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 152587 members 
Entering Unmasked Estep 
Score: -22887230.000000 Penalty: 5922.875000
	Iteration 147Q: 3 clusters Score -2.288723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -22887228.000000 Penalty: 5922.875000
	Iteration 148Q: 3 clusters Score -2.288723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -22887222.000000 Penalty: 5922.875000
	Iteration 149Q: 3 clusters Score -2.288722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -22887222.000000 Penalty: 5922.875000
	Iteration 150F: 3 clusters Score -2.288722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -716933.187500 Penalty: 2116.931641
	Iteration 0F: 2 clusters Score -716933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -712345.750000 Penalty: 4233.863281
	Iteration 0F: 3 clusters Score -712345.8 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -713518.937500 Penalty: 4233.863281
	Iteration 1F: 3 clusters Score -713518.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -713796.187500 Penalty: 4233.863281
	Iteration 2F: 3 clusters Score -713796.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -713968.000000 Penalty: 4233.863281
	Iteration 3F: 3 clusters Score -713968 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -714095.625000 Penalty: 4233.863281
	Iteration 4Q: 3 clusters Score -714095.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -714187.562500 Penalty: 4233.863281
	Iteration 5Q: 3 clusters Score -714187.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -714266.250000 Penalty: 4233.863281
	Iteration 6Q: 3 clusters Score -714266.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -714339.125000 Penalty: 4233.863281
	Iteration 7Q: 3 clusters Score -714339.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -714420.375000 Penalty: 4233.863281
	Iteration 8Q: 3 clusters Score -714420.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -714490.500000 Penalty: 4233.863281
	Iteration 9Q: 3 clusters Score -714490.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -714544.750000 Penalty: 4233.863281
	Iteration 10Q: 3 clusters Score -714544.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -714607.562500 Penalty: 4233.863281
	Iteration 11Q: 3 clusters Score -714607.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -714674.375000 Penalty: 4233.863281
	Iteration 12Q: 3 clusters Score -714674.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -714726.750000 Penalty: 4233.863281
	Iteration 13Q: 3 clusters Score -714726.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -714779.687500 Penalty: 4233.863281
	Iteration 14Q: 3 clusters Score -714779.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -714823.312500 Penalty: 4233.863281
	Iteration 15Q: 3 clusters Score -714823.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -714860.062500 Penalty: 4233.863281
	Iteration 16Q: 3 clusters Score -714860.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -714891.312500 Penalty: 4233.863281
	Iteration 17Q: 3 clusters Score -714891.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -714914.937500 Penalty: 4233.863281
	Iteration 18Q: 3 clusters Score -714914.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -714937.687500 Penalty: 4233.863281
	Iteration 19Q: 3 clusters Score -714937.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -714955.812500 Penalty: 4233.863281
	Iteration 20F: 3 clusters Score -714955.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -714966.437500 Penalty: 4233.863281
	Iteration 21Q: 3 clusters Score -714966.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -714976.812500 Penalty: 4233.863281
	Iteration 22Q: 3 clusters Score -714976.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -714985.625000 Penalty: 4233.863281
	Iteration 23Q: 3 clusters Score -714985.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -714993.312500 Penalty: 4233.863281
	Iteration 24Q: 3 clusters Score -714993.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -715006.375000 Penalty: 4233.863281
	Iteration 25Q: 3 clusters Score -715006.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -715017.875000 Penalty: 4233.863281
	Iteration 26Q: 3 clusters Score -715017.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -715029.437500 Penalty: 4233.863281
	Iteration 27Q: 3 clusters Score -715029.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -715037.750000 Penalty: 4233.863281
	Iteration 28Q: 3 clusters Score -715037.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -715048.000000 Penalty: 4233.863281
	Iteration 29Q: 3 clusters Score -715048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -715057.125000 Penalty: 4233.863281
	Iteration 30Q: 3 clusters Score -715057.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -715062.500000 Penalty: 4233.863281
	Iteration 31Q: 3 clusters Score -715062.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -715071.812500 Penalty: 4233.863281
	Iteration 32Q: 3 clusters Score -715071.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -715080.687500 Penalty: 4233.863281
	Iteration 33Q: 3 clusters Score -715080.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -715089.312500 Penalty: 4233.863281
	Iteration 34Q: 3 clusters Score -715089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -715093.750000 Penalty: 4233.863281
	Iteration 35Q: 3 clusters Score -715093.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -715101.875000 Penalty: 4233.863281
	Iteration 36Q: 3 clusters Score -715101.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -715112.000000 Penalty: 4233.863281
	Iteration 37Q: 3 clusters Score -715112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -715122.625000 Penalty: 4233.863281
	Iteration 38Q: 3 clusters Score -715122.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -715129.937500 Penalty: 4233.863281
	Iteration 39Q: 3 clusters Score -715129.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -715140.062500 Penalty: 4233.863281
	Iteration 40F: 3 clusters Score -715140.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -715149.125000 Penalty: 4233.863281
	Iteration 41Q: 3 clusters Score -715149.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -715160.062500 Penalty: 4233.863281
	Iteration 42Q: 3 clusters Score -715160.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -715169.687500 Penalty: 4233.863281
	Iteration 43Q: 3 clusters Score -715169.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -715183.250000 Penalty: 4233.863281
	Iteration 44Q: 3 clusters Score -715183.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -715194.375000 Penalty: 4233.863281
	Iteration 45Q: 3 clusters Score -715194.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -715202.625000 Penalty: 4233.863281
	Iteration 46Q: 3 clusters Score -715202.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -715208.625000 Penalty: 4233.863281
	Iteration 47Q: 3 clusters Score -715208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -715217.000000 Penalty: 4233.863281
	Iteration 48Q: 3 clusters Score -715217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -715221.312500 Penalty: 4233.863281
	Iteration 49Q: 3 clusters Score -715221.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -715229.812500 Penalty: 4233.863281
	Iteration 50Q: 3 clusters Score -715229.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -715235.687500 Penalty: 4233.863281
	Iteration 51Q: 3 clusters Score -715235.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -715240.625000 Penalty: 4233.863281
	Iteration 52Q: 3 clusters Score -715240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -715245.062500 Penalty: 4233.863281
	Iteration 53Q: 3 clusters Score -715245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -715248.625000 Penalty: 4233.863281
	Iteration 54Q: 3 clusters Score -715248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -715253.812500 Penalty: 4233.863281
	Iteration 55Q: 3 clusters Score -715253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -715259.812500 Penalty: 4233.863281
	Iteration 56Q: 3 clusters Score -715259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -715266.750000 Penalty: 4233.863281
	Iteration 57Q: 3 clusters Score -715266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -715273.500000 Penalty: 4233.863281
	Iteration 58Q: 3 clusters Score -715273.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -715279.812500 Penalty: 4233.863281
	Iteration 59Q: 3 clusters Score -715279.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -715287.437500 Penalty: 4233.863281
	Iteration 60F: 3 clusters Score -715287.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -715296.500000 Penalty: 4233.863281
	Iteration 61Q: 3 clusters Score -715296.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -715303.750000 Penalty: 4233.863281
	Iteration 62Q: 3 clusters Score -715303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -715307.937500 Penalty: 4233.863281
	Iteration 63Q: 3 clusters Score -715307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -715309.750000 Penalty: 4233.863281
	Iteration 64Q: 3 clusters Score -715309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -715314.187500 Penalty: 4233.863281
	Iteration 65Q: 3 clusters Score -715314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -715314.687500 Penalty: 4233.863281
	Iteration 66Q: 3 clusters Score -715314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -715315.375000 Penalty: 4233.863281
	Iteration 67Q: 3 clusters Score -715315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -715317.375000 Penalty: 4233.863281
	Iteration 68Q: 3 clusters Score -715317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -715317.937500 Penalty: 4233.863281
	Iteration 69Q: 3 clusters Score -715317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -715318.125000 Penalty: 4233.863281
	Iteration 70Q: 3 clusters Score -715318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -715319.437500 Penalty: 4233.863281
	Iteration 71Q: 3 clusters Score -715319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -715317.750000 Penalty: 4233.863281
	Iteration 72Q: 3 clusters Score -715317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -715317.750000 Penalty: 4233.863281
	Iteration 73F: 3 clusters Score -715317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -89599.507812 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -89599.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88001.906250 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -88001.91 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88283.843750 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -88283.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88502.070312 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -88502.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88651.195312 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -88651.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88762.609375 Penalty: 3240.037842
	Iteration 4Q: 3 clusters Score -88762.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88801.695312 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -88801.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88847.843750 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -88847.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88914.750000 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -88914.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88968.460938 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -88968.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89010.421875 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -89010.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89043.390625 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -89043.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89059.179688 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -89059.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -89069.046875 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -89069.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89077.843750 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -89077.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89081.453125 Penalty: 3240.037842
	Iteration 14Q: 3 clusters Score -89081.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89085.195312 Penalty: 3240.037842
	Iteration 15Q: 3 clusters Score -89085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89088.046875 Penalty: 3240.037842
	Iteration 16Q: 3 clusters Score -89088.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89090.054688 Penalty: 3240.037842
	Iteration 17Q: 3 clusters Score -89090.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89091.054688 Penalty: 3240.037842
	Iteration 18F: 3 clusters Score -89091.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89094.203125 Penalty: 3240.037842
	Iteration 19Q: 3 clusters Score -89094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89095.148438 Penalty: 3240.037842
	Iteration 20F: 3 clusters Score -89095.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -225269.578125 Penalty: 1837.014771
	Iteration 0F: 2 clusters Score -225269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -222898.109375 Penalty: 3674.029541
	Iteration 0F: 3 clusters Score -222898.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -223347.750000 Penalty: 3674.029541
	Iteration 1F: 3 clusters Score -223347.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -223543.343750 Penalty: 3674.029541
	Iteration 2F: 3 clusters Score -223543.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -223683.828125 Penalty: 3674.029541
	Iteration 3F: 3 clusters Score -223683.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -223804.906250 Penalty: 3674.029541
	Iteration 4Q: 3 clusters Score -223804.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223922.203125 Penalty: 3674.029541
	Iteration 5Q: 3 clusters Score -223922.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -224004.437500 Penalty: 3674.029541
	Iteration 6Q: 3 clusters Score -224004.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -224070.218750 Penalty: 3674.029541
	Iteration 7Q: 3 clusters Score -224070.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -224139.515625 Penalty: 3674.029541
	Iteration 8Q: 3 clusters Score -224139.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -224208.187500 Penalty: 3674.029541
	Iteration 9Q: 3 clusters Score -224208.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -224264.109375 Penalty: 3674.029541
	Iteration 10Q: 3 clusters Score -224264.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -224320.015625 Penalty: 3674.029541
	Iteration 11Q: 3 clusters Score -224320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -224373.046875 Penalty: 3674.029541
	Iteration 12Q: 3 clusters Score -224373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -224420.062500 Penalty: 3674.029541
	Iteration 13Q: 3 clusters Score -224420.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -224444.156250 Penalty: 3674.029541
	Iteration 14Q: 3 clusters Score -224444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -224465.171875 Penalty: 3674.029541
	Iteration 15Q: 3 clusters Score -224465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -224478.484375 Penalty: 3674.029541
	Iteration 16Q: 3 clusters Score -224478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -224495.343750 Penalty: 3674.029541
	Iteration 17Q: 3 clusters Score -224495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -224505.000000 Penalty: 3674.029541
	Iteration 18Q: 3 clusters Score -224505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -224512.890625 Penalty: 3674.029541
	Iteration 19Q: 3 clusters Score -224512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -224523.718750 Penalty: 3674.029541
	Iteration 20F: 3 clusters Score -224523.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -224535.937500 Penalty: 3674.029541
	Iteration 21Q: 3 clusters Score -224535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -224545.406250 Penalty: 3674.029541
	Iteration 22Q: 3 clusters Score -224545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -224548.187500 Penalty: 3674.029541
	Iteration 23Q: 3 clusters Score -224548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -224549.375000 Penalty: 3674.029541
	Iteration 24Q: 3 clusters Score -224549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -224553.625000 Penalty: 3674.029541
	Iteration 25Q: 3 clusters Score -224553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -224557.296875 Penalty: 3674.029541
	Iteration 26Q: 3 clusters Score -224557.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -224566.015625 Penalty: 3674.029541
	Iteration 27Q: 3 clusters Score -224566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -224571.937500 Penalty: 3674.029541
	Iteration 28Q: 3 clusters Score -224571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -224574.390625 Penalty: 3674.029541
	Iteration 29Q: 3 clusters Score -224574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -224577.250000 Penalty: 3674.029541
	Iteration 30Q: 3 clusters Score -224577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -224580.859375 Penalty: 3674.029541
	Iteration 31Q: 3 clusters Score -224580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -224583.828125 Penalty: 3674.029541
	Iteration 32Q: 3 clusters Score -224583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -224587.312500 Penalty: 3674.029541
	Iteration 33Q: 3 clusters Score -224587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -224592.640625 Penalty: 3674.029541
	Iteration 34Q: 3 clusters Score -224592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -224595.859375 Penalty: 3674.029541
	Iteration 35Q: 3 clusters Score -224595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -224597.984375 Penalty: 3674.029541
	Iteration 36Q: 3 clusters Score -224598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -224600.687500 Penalty: 3674.029541
	Iteration 37Q: 3 clusters Score -224600.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -224604.328125 Penalty: 3674.029541
	Iteration 38Q: 3 clusters Score -224604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -224606.734375 Penalty: 3674.029541
	Iteration 39Q: 3 clusters Score -224606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -224609.718750 Penalty: 3674.029541
	Iteration 40F: 3 clusters Score -224609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -224613.703125 Penalty: 3674.029541
	Iteration 41Q: 3 clusters Score -224613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -224614.531250 Penalty: 3674.029541
	Iteration 42Q: 3 clusters Score -224614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -224614.703125 Penalty: 3674.029541
	Iteration 43Q: 3 clusters Score -224614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -224616.656250 Penalty: 3674.029541
	Iteration 44Q: 3 clusters Score -224616.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -224616.656250 Penalty: 3674.029541
	Iteration 45F: 3 clusters Score -224616.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -798673.375000 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -798673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -793880.937500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -793880.9 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -795026.312500 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -795026.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -795363.312500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -795363.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -795766.875000 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -795766.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -796137.562500 Penalty: 4272.522461
	Iteration 4F: 3 clusters Score -796137.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -796463.500000 Penalty: 4272.522461
	Iteration 5F: 3 clusters Score -796463.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -796722.062500 Penalty: 4272.522461
	Iteration 6F: 3 clusters Score -796722.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -796951.125000 Penalty: 4272.522461
	Iteration 7F: 3 clusters Score -796951.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -797121.125000 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -797121.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -797241.125000 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -797241.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -797322.250000 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -797322.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -797371.750000 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -797371.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -797397.625000 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -797397.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -797416.062500 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -797416.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -797422.000000 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -797422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -797428.000000 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -797428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -797439.625000 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -797439.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -797449.062500 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -797449.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -797454.750000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -797454.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -797458.812500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -797458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -797460.500000 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -797460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -797461.875000 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -797461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -797465.000000 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -797465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -797465.625000 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -797465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -797464.937500 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -797464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -797467.562500 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -797467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -797468.125000 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -797468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -797469.062500 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -797469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -797469.937500 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -797469.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -797469.750000 Penalty: 4272.522461
	Iteration 29Q: 3 clusters Score -797469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -797469.750000 Penalty: 4272.522461
	Iteration 30Q: 3 clusters Score -797469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -797470.437500 Penalty: 4272.522461
	Iteration 31Q: 3 clusters Score -797470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -797470.437500 Penalty: 4272.522461
	Iteration 32F: 3 clusters Score -797470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -90228.585938 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -90228.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88573.687500 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -88573.69 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88843.164062 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -88843.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88953.789062 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -88953.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -89069.257812 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -89069.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89141.203125 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -89141.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89305.046875 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -89305.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89406.906250 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -89406.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89492.656250 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -89492.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89586.859375 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -89586.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89629.437500 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -89629.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -89669.085938 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -89669.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89702.187500 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -89702.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89718.765625 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -89718.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89727.437500 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -89727.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -89730.632812 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -89730.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89734.992188 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -89734.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89734.992188 Penalty: 3262.619141
	Iteration 16F: 3 clusters Score -89734.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Entering Unmasked Estep 
Score: -1904716.250000 Penalty: 2355.893555
	Iteration 0F: 2 clusters Score -1904716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1894974.500000 Penalty: 4711.787109
	Iteration 0F: 3 clusters Score -1894974 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1898680.000000 Penalty: 4711.787109
	Iteration 1F: 3 clusters Score -1898680 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1899988.750000 Penalty: 4711.787109
	Iteration 2F: 3 clusters Score -1899989 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1901566.500000 Penalty: 4711.787109
	Iteration 3F: 3 clusters Score -1901566 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1902902.875000 Penalty: 4711.787109
	Iteration 4F: 3 clusters Score -1902903 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1903598.875000 Penalty: 4711.787109
	Iteration 5F: 3 clusters Score -1903599 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1903941.750000 Penalty: 4711.787109
	Iteration 6Q: 3 clusters Score -1903942 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1904121.000000 Penalty: 4711.787109
	Iteration 7Q: 3 clusters Score -1904121 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1904225.625000 Penalty: 4711.787109
	Iteration 8Q: 3 clusters Score -1904226 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1904280.500000 Penalty: 4711.787109
	Iteration 9Q: 3 clusters Score -1904280 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1904319.875000 Penalty: 4711.787109
	Iteration 10Q: 3 clusters Score -1904320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1904345.875000 Penalty: 4711.787109
	Iteration 11Q: 3 clusters Score -1904346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1904363.625000 Penalty: 4711.787109
	Iteration 12Q: 3 clusters Score -1904364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1904375.500000 Penalty: 4711.787109
	Iteration 13Q: 3 clusters Score -1904376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1904391.250000 Penalty: 4711.787109
	Iteration 14Q: 3 clusters Score -1904391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1904398.750000 Penalty: 4711.787109
	Iteration 15Q: 3 clusters Score -1904399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1904406.125000 Penalty: 4711.787109
	Iteration 16Q: 3 clusters Score -1904406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1904410.250000 Penalty: 4711.787109
	Iteration 17Q: 3 clusters Score -1904410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1904408.250000 Penalty: 4711.787109
	Iteration 18Q: 3 clusters Score -1904408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1904411.750000 Penalty: 4711.787109
	Iteration 19Q: 3 clusters Score -1904412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1904412.375000 Penalty: 4711.787109
	Iteration 20F: 3 clusters Score -1904412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1904421.250000 Penalty: 4711.787109
	Iteration 21Q: 3 clusters Score -1904421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1904425.000000 Penalty: 4711.787109
	Iteration 22Q: 3 clusters Score -1904425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1904423.625000 Penalty: 4711.787109
	Iteration 23Q: 3 clusters Score -1904424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1904429.250000 Penalty: 4711.787109
	Iteration 24Q: 3 clusters Score -1904429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1904430.875000 Penalty: 4711.787109
	Iteration 25Q: 3 clusters Score -1904431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1904432.375000 Penalty: 4711.787109
	Iteration 26Q: 3 clusters Score -1904432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1904434.000000 Penalty: 4711.787109
	Iteration 27Q: 3 clusters Score -1904434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1904437.750000 Penalty: 4711.787109
	Iteration 28Q: 3 clusters Score -1904438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1904441.625000 Penalty: 4711.787109
	Iteration 29Q: 3 clusters Score -1904442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1904440.625000 Penalty: 4711.787109
	Iteration 30Q: 3 clusters Score -1904441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1904447.125000 Penalty: 4711.787109
	Iteration 31Q: 3 clusters Score -1904447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1904445.875000 Penalty: 4711.787109
	Iteration 32Q: 3 clusters Score -1904446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1904448.000000 Penalty: 4711.787109
	Iteration 33Q: 3 clusters Score -1904448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1904443.875000 Penalty: 4711.787109
	Iteration 34Q: 3 clusters Score -1904444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1904445.875000 Penalty: 4711.787109
	Iteration 35Q: 3 clusters Score -1904446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1904444.625000 Penalty: 4711.787109
	Iteration 36Q: 3 clusters Score -1904445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1904444.625000 Penalty: 4711.787109
	Iteration 37Q: 3 clusters Score -1904445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1904447.875000 Penalty: 4711.787109
	Iteration 38Q: 3 clusters Score -1904448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1904446.250000 Penalty: 4711.787109
	Iteration 39Q: 3 clusters Score -1904446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1904446.250000 Penalty: 4711.787109
	Iteration 40F: 3 clusters Score -1904446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -126815.960938 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -126816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124987.804688 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -124987.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125550.312500 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -125550.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -126053.992188 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -126054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126420.453125 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -126420.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -126817.687500 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -126817.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -127094.968750 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -127095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127294.492188 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -127294.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127445.828125 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -127445.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -127500.781250 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -127500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127528.539062 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -127528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127542.367188 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -127542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127562.617188 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -127562.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127585.375000 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -127585.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -127601.703125 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -127601.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127620.734375 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -127620.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127638.398438 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -127638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127647.414062 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -127647.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127661.265625 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -127661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127675.164062 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -127675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -127684.656250 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -127684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127692.835938 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -127692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127698.250000 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -127698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127703.101562 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -127703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127705.171875 Penalty: 3437.525391
	Iteration 23Q: 3 clusters Score -127705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127707.148438 Penalty: 3437.525391
	Iteration 24Q: 3 clusters Score -127707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -127710.851562 Penalty: 3437.525391
	Iteration 25Q: 3 clusters Score -127710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -127710.851562 Penalty: 3437.525391
	Iteration 26F: 3 clusters Score -127710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193121 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153473 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 674 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 349 members 
Entering Unmasked Estep 
Score: -95491384.000000 Penalty: 109682.515625
Splitting cluster 33 changes total score from -95492040.000000 to -95491384.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193121 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153473 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492056.000000 Penalty: 106358.804688
Iteration 239Q: 33 clusters Score -9.549206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193125 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153469 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492048.000000 Penalty: 106358.804688
Iteration 240F: 33 clusters Score -9.549205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193130 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153464 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492032.000000 Penalty: 106358.804688
Iteration 241Q: 33 clusters Score -9.549203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193133 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153461 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492040.000000 Penalty: 106358.804688
Iteration 242Q: 33 clusters Score -9.549204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193136 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153458 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492040.000000 Penalty: 106358.804688
Iteration 243Q: 33 clusters Score -9.549204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193138 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153456 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492032.000000 Penalty: 106358.804688
Iteration 244Q: 33 clusters Score -9.549203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193138 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153456 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95492032.000000 Penalty: 106358.804688
Iteration 245F: 33 clusters Score -9.549203e+07 nChanged 0
Entering ConstructFrom: 
Score: -95492032.000000 Penalty: 106358.804688
Entering ConstructFrom: 
Trying to split cluster 1 (48480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Entering Unmasked Estep 
Score: -7107782.000000 Penalty: 2675.648926
	Iteration 0F: 2 clusters Score -7107782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -7075012.500000 Penalty: 5351.297852
	Iteration 0F: 3 clusters Score -7075012 nChanged 22366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -7087617.000000 Penalty: 5351.297852
	Iteration 1F: 3 clusters Score -7087617 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -7088409.500000 Penalty: 5351.297852
	Iteration 2Q: 3 clusters Score -7088410 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -7089417.500000 Penalty: 5351.297852
	Iteration 3Q: 3 clusters Score -7089418 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7090763.000000 Penalty: 5351.297852
	Iteration 4F: 3 clusters Score -7090763 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -7092474.500000 Penalty: 5351.297852
	Iteration 5F: 3 clusters Score -7092474 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -7094443.000000 Penalty: 5351.297852
	Iteration 6F: 3 clusters Score -7094443 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -7096523.500000 Penalty: 5351.297852
	Iteration 7F: 3 clusters Score -7096524 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -7098663.500000 Penalty: 5351.297852
	Iteration 8F: 3 clusters Score -7098664 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -7100330.000000 Penalty: 5351.297852
	Iteration 9Q: 3 clusters Score -7100330 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -7101364.500000 Penalty: 5351.297852
	Iteration 10Q: 3 clusters Score -7101364 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -7101891.500000 Penalty: 5351.297852
	Iteration 11Q: 3 clusters Score -7101892 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -7102175.500000 Penalty: 5351.297852
	Iteration 12Q: 3 clusters Score -7102176 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -7102338.000000 Penalty: 5351.297852
	Iteration 13Q: 3 clusters Score -7102338 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -7102419.500000 Penalty: 5351.297852
	Iteration 14Q: 3 clusters Score -7102420 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -7102526.500000 Penalty: 5351.297852
	Iteration 15Q: 3 clusters Score -7102526 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -7102609.500000 Penalty: 5351.297852
	Iteration 16Q: 3 clusters Score -7102610 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -7102685.500000 Penalty: 5351.297852
	Iteration 17Q: 3 clusters Score -7102686 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -7102771.500000 Penalty: 5351.297852
	Iteration 18Q: 3 clusters Score -7102772 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -7102829.000000 Penalty: 5351.297852
	Iteration 19Q: 3 clusters Score -7102829 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -7102861.500000 Penalty: 5351.297852
	Iteration 20F: 3 clusters Score -7102862 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -7102928.000000 Penalty: 5351.297852
	Iteration 21Q: 3 clusters Score -7102928 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -7102951.500000 Penalty: 5351.297852
	Iteration 22Q: 3 clusters Score -7102952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -7103014.000000 Penalty: 5351.297852
	Iteration 23Q: 3 clusters Score -7103014 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7103100.500000 Penalty: 5351.297852
	Iteration 24Q: 3 clusters Score -7103100 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -7103152.000000 Penalty: 5351.297852
	Iteration 25Q: 3 clusters Score -7103152 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7103196.000000 Penalty: 5351.297852
	Iteration 26Q: 3 clusters Score -7103196 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -7103241.000000 Penalty: 5351.297852
	Iteration 27Q: 3 clusters Score -7103241 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -7103338.000000 Penalty: 5351.297852
	Iteration 28Q: 3 clusters Score -7103338 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -7103398.500000 Penalty: 5351.297852
	Iteration 29Q: 3 clusters Score -7103398 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7103476.500000 Penalty: 5351.297852
	Iteration 30Q: 3 clusters Score -7103476 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7103533.500000 Penalty: 5351.297852
	Iteration 31Q: 3 clusters Score -7103534 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7103587.000000 Penalty: 5351.297852
	Iteration 32Q: 3 clusters Score -7103587 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -7103659.500000 Penalty: 5351.297852
	Iteration 33Q: 3 clusters Score -7103660 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7103733.000000 Penalty: 5351.297852
	Iteration 34Q: 3 clusters Score -7103733 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7103764.000000 Penalty: 5351.297852
	Iteration 35Q: 3 clusters Score -7103764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7103835.000000 Penalty: 5351.297852
	Iteration 36Q: 3 clusters Score -7103835 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7103887.000000 Penalty: 5351.297852
	Iteration 37Q: 3 clusters Score -7103887 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7103943.500000 Penalty: 5351.297852
	Iteration 38Q: 3 clusters Score -7103944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -7104019.500000 Penalty: 5351.297852
	Iteration 39Q: 3 clusters Score -7104020 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7104049.500000 Penalty: 5351.297852
	Iteration 40F: 3 clusters Score -7104050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -7104098.500000 Penalty: 5351.297852
	Iteration 41Q: 3 clusters Score -7104098 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -7104151.500000 Penalty: 5351.297852
	Iteration 42Q: 3 clusters Score -7104152 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -7104219.500000 Penalty: 5351.297852
	Iteration 43Q: 3 clusters Score -7104220 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -7104250.500000 Penalty: 5351.297852
	Iteration 44Q: 3 clusters Score -7104250 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -7104289.000000 Penalty: 5351.297852
	Iteration 45Q: 3 clusters Score -7104289 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -7104362.500000 Penalty: 5351.297852
	Iteration 46Q: 3 clusters Score -7104362 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -7104450.000000 Penalty: 5351.297852
	Iteration 47Q: 3 clusters Score -7104450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -7104530.000000 Penalty: 5351.297852
	Iteration 48Q: 3 clusters Score -7104530 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -7104590.000000 Penalty: 5351.297852
	Iteration 49Q: 3 clusters Score -7104590 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -7104632.500000 Penalty: 5351.297852
	Iteration 50Q: 3 clusters Score -7104632 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -7104682.000000 Penalty: 5351.297852
	Iteration 51Q: 3 clusters Score -7104682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -7104736.000000 Penalty: 5351.297852
	Iteration 52Q: 3 clusters Score -7104736 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -7104784.000000 Penalty: 5351.297852
	Iteration 53Q: 3 clusters Score -7104784 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -7104842.500000 Penalty: 5351.297852
	Iteration 54Q: 3 clusters Score -7104842 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -7104896.000000 Penalty: 5351.297852
	Iteration 55Q: 3 clusters Score -7104896 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -7104966.000000 Penalty: 5351.297852
	Iteration 56Q: 3 clusters Score -7104966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -7105034.500000 Penalty: 5351.297852
	Iteration 57Q: 3 clusters Score -7105034 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -7105092.000000 Penalty: 5351.297852
	Iteration 58Q: 3 clusters Score -7105092 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -7105139.000000 Penalty: 5351.297852
	Iteration 59Q: 3 clusters Score -7105139 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -7105193.000000 Penalty: 5351.297852
	Iteration 60F: 3 clusters Score -7105193 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -7105236.500000 Penalty: 5351.297852
	Iteration 61Q: 3 clusters Score -7105236 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -7105282.000000 Penalty: 5351.297852
	Iteration 62Q: 3 clusters Score -7105282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -7105336.000000 Penalty: 5351.297852
	Iteration 63Q: 3 clusters Score -7105336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -7105351.000000 Penalty: 5351.297852
	Iteration 64Q: 3 clusters Score -7105351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -7105385.000000 Penalty: 5351.297852
	Iteration 65Q: 3 clusters Score -7105385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -7105426.000000 Penalty: 5351.297852
	Iteration 66Q: 3 clusters Score -7105426 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -7105444.500000 Penalty: 5351.297852
	Iteration 67Q: 3 clusters Score -7105444 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -7105482.500000 Penalty: 5351.297852
	Iteration 68Q: 3 clusters Score -7105482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -7105514.500000 Penalty: 5351.297852
	Iteration 69Q: 3 clusters Score -7105514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -7105563.000000 Penalty: 5351.297852
	Iteration 70Q: 3 clusters Score -7105563 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -7105588.500000 Penalty: 5351.297852
	Iteration 71Q: 3 clusters Score -7105588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -7105619.500000 Penalty: 5351.297852
	Iteration 72Q: 3 clusters Score -7105620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -7105645.000000 Penalty: 5351.297852
	Iteration 73Q: 3 clusters Score -7105645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -7105639.000000 Penalty: 5351.297852
	Iteration 74Q: 3 clusters Score -7105639 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -7105661.500000 Penalty: 5351.297852
	Iteration 75Q: 3 clusters Score -7105662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -7105659.500000 Penalty: 5351.297852
	Iteration 76Q: 3 clusters Score -7105660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -7105685.000000 Penalty: 5351.297852
	Iteration 77Q: 3 clusters Score -7105685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -7105685.500000 Penalty: 5351.297852
	Iteration 78Q: 3 clusters Score -7105686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -7105705.500000 Penalty: 5351.297852
	Iteration 79Q: 3 clusters Score -7105706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -7105715.500000 Penalty: 5351.297852
	Iteration 80F: 3 clusters Score -7105716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -7105721.500000 Penalty: 5351.297852
	Iteration 81Q: 3 clusters Score -7105722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -7105749.500000 Penalty: 5351.297852
	Iteration 82Q: 3 clusters Score -7105750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -7105768.500000 Penalty: 5351.297852
	Iteration 83Q: 3 clusters Score -7105768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -7105779.500000 Penalty: 5351.297852
	Iteration 84Q: 3 clusters Score -7105780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -7105783.500000 Penalty: 5351.297852
	Iteration 85Q: 3 clusters Score -7105784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -7105785.500000 Penalty: 5351.297852
	Iteration 86Q: 3 clusters Score -7105786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -7105799.500000 Penalty: 5351.297852
	Iteration 87Q: 3 clusters Score -7105800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -7105817.500000 Penalty: 5351.297852
	Iteration 88Q: 3 clusters Score -7105818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -7105828.000000 Penalty: 5351.297852
	Iteration 89Q: 3 clusters Score -7105828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -7105842.000000 Penalty: 5351.297852
	Iteration 90Q: 3 clusters Score -7105842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -7105855.500000 Penalty: 5351.297852
	Iteration 91Q: 3 clusters Score -7105856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -7105863.500000 Penalty: 5351.297852
	Iteration 92Q: 3 clusters Score -7105864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -7105865.500000 Penalty: 5351.297852
	Iteration 93Q: 3 clusters Score -7105866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -7105860.000000 Penalty: 5351.297852
	Iteration 94Q: 3 clusters Score -7105860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -7105873.500000 Penalty: 5351.297852
	Iteration 95Q: 3 clusters Score -7105874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -7105868.500000 Penalty: 5351.297852
	Iteration 96Q: 3 clusters Score -7105868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -7105877.500000 Penalty: 5351.297852
	Iteration 97Q: 3 clusters Score -7105878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -7105878.500000 Penalty: 5351.297852
	Iteration 98Q: 3 clusters Score -7105878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -7105872.000000 Penalty: 5351.297852
	Iteration 99Q: 3 clusters Score -7105872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -7105876.500000 Penalty: 5351.297852
	Iteration 100F: 3 clusters Score -7105876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -7105889.500000 Penalty: 5351.297852
	Iteration 101Q: 3 clusters Score -7105890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -7105894.500000 Penalty: 5351.297852
	Iteration 102Q: 3 clusters Score -7105894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -7105886.000000 Penalty: 5351.297852
	Iteration 103Q: 3 clusters Score -7105886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -7105885.000000 Penalty: 5351.297852
	Iteration 104Q: 3 clusters Score -7105885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -7105884.500000 Penalty: 5351.297852
	Iteration 105Q: 3 clusters Score -7105884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -7105883.000000 Penalty: 5351.297852
	Iteration 106Q: 3 clusters Score -7105883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -7105879.000000 Penalty: 5351.297852
	Iteration 107Q: 3 clusters Score -7105879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -7105885.500000 Penalty: 5351.297852
	Iteration 108Q: 3 clusters Score -7105886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -7105890.000000 Penalty: 5351.297852
	Iteration 109Q: 3 clusters Score -7105890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -7105888.000000 Penalty: 5351.297852
	Iteration 110Q: 3 clusters Score -7105888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -7105888.000000 Penalty: 5351.297852
	Iteration 111F: 3 clusters Score -7105888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -2182272.750000 Penalty: 2383.210693
	Iteration 0F: 2 clusters Score -2182273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2171575.500000 Penalty: 4766.421387
	Iteration 0F: 3 clusters Score -2171576 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2174914.500000 Penalty: 4766.421387
	Iteration 1F: 3 clusters Score -2174914 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2175269.250000 Penalty: 4766.421387
	Iteration 2F: 3 clusters Score -2175269 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2175568.250000 Penalty: 4766.421387
	Iteration 3Q: 3 clusters Score -2175568 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2175843.000000 Penalty: 4766.421387
	Iteration 4Q: 3 clusters Score -2175843 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2176090.250000 Penalty: 4766.421387
	Iteration 5Q: 3 clusters Score -2176090 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2176393.500000 Penalty: 4766.421387
	Iteration 6Q: 3 clusters Score -2176394 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2176773.500000 Penalty: 4766.421387
	Iteration 7Q: 3 clusters Score -2176774 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2177264.250000 Penalty: 4766.421387
	Iteration 8Q: 3 clusters Score -2177264 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2177818.250000 Penalty: 4766.421387
	Iteration 9F: 3 clusters Score -2177818 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2178394.750000 Penalty: 4766.421387
	Iteration 10Q: 3 clusters Score -2178395 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2178937.500000 Penalty: 4766.421387
	Iteration 11Q: 3 clusters Score -2178938 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2179336.750000 Penalty: 4766.421387
	Iteration 12Q: 3 clusters Score -2179337 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2179599.250000 Penalty: 4766.421387
	Iteration 13Q: 3 clusters Score -2179599 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2179814.750000 Penalty: 4766.421387
	Iteration 14Q: 3 clusters Score -2179815 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2179948.250000 Penalty: 4766.421387
	Iteration 15Q: 3 clusters Score -2179948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2180040.250000 Penalty: 4766.421387
	Iteration 16Q: 3 clusters Score -2180040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2180109.250000 Penalty: 4766.421387
	Iteration 17Q: 3 clusters Score -2180109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2180147.250000 Penalty: 4766.421387
	Iteration 18Q: 3 clusters Score -2180147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2180174.250000 Penalty: 4766.421387
	Iteration 19Q: 3 clusters Score -2180174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2180197.750000 Penalty: 4766.421387
	Iteration 20F: 3 clusters Score -2180198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2180211.250000 Penalty: 4766.421387
	Iteration 21Q: 3 clusters Score -2180211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2180221.750000 Penalty: 4766.421387
	Iteration 22Q: 3 clusters Score -2180222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2180222.000000 Penalty: 4766.421387
	Iteration 23Q: 3 clusters Score -2180222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2180223.250000 Penalty: 4766.421387
	Iteration 24Q: 3 clusters Score -2180223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2180225.500000 Penalty: 4766.421387
	Iteration 25Q: 3 clusters Score -2180226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2180227.750000 Penalty: 4766.421387
	Iteration 26Q: 3 clusters Score -2180228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2180228.000000 Penalty: 4766.421387
	Iteration 27Q: 3 clusters Score -2180228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2180229.250000 Penalty: 4766.421387
	Iteration 28Q: 3 clusters Score -2180229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2180228.500000 Penalty: 4766.421387
	Iteration 29Q: 3 clusters Score -2180228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2180229.500000 Penalty: 4766.421387
	Iteration 30Q: 3 clusters Score -2180230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2180229.500000 Penalty: 4766.421387
	Iteration 31F: 3 clusters Score -2180230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -1277948.875000 Penalty: 2253.698730
	Iteration 0F: 2 clusters Score -1277949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1271098.125000 Penalty: 4507.397461
	Iteration 0F: 3 clusters Score -1271098 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1273004.000000 Penalty: 4507.397461
	Iteration 1F: 3 clusters Score -1273004 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1273359.875000 Penalty: 4507.397461
	Iteration 2F: 3 clusters Score -1273360 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1273634.375000 Penalty: 4507.397461
	Iteration 3F: 3 clusters Score -1273634 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1273883.625000 Penalty: 4507.397461
	Iteration 4Q: 3 clusters Score -1273884 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1274086.500000 Penalty: 4507.397461
	Iteration 5Q: 3 clusters Score -1274086 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1274263.375000 Penalty: 4507.397461
	Iteration 6Q: 3 clusters Score -1274263 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1274403.500000 Penalty: 4507.397461
	Iteration 7Q: 3 clusters Score -1274404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1274544.125000 Penalty: 4507.397461
	Iteration 8Q: 3 clusters Score -1274544 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1274668.625000 Penalty: 4507.397461
	Iteration 9Q: 3 clusters Score -1274669 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1274779.500000 Penalty: 4507.397461
	Iteration 10Q: 3 clusters Score -1274780 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1274873.250000 Penalty: 4507.397461
	Iteration 11Q: 3 clusters Score -1274873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1274960.750000 Penalty: 4507.397461
	Iteration 12Q: 3 clusters Score -1274961 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1275056.500000 Penalty: 4507.397461
	Iteration 13Q: 3 clusters Score -1275056 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1275156.250000 Penalty: 4507.397461
	Iteration 14Q: 3 clusters Score -1275156 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1275231.000000 Penalty: 4507.397461
	Iteration 15Q: 3 clusters Score -1275231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1275293.375000 Penalty: 4507.397461
	Iteration 16Q: 3 clusters Score -1275293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1275350.750000 Penalty: 4507.397461
	Iteration 17Q: 3 clusters Score -1275351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1275405.000000 Penalty: 4507.397461
	Iteration 18Q: 3 clusters Score -1275405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1275456.000000 Penalty: 4507.397461
	Iteration 19Q: 3 clusters Score -1275456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1275493.125000 Penalty: 4507.397461
	Iteration 20F: 3 clusters Score -1275493 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1275525.875000 Penalty: 4507.397461
	Iteration 21Q: 3 clusters Score -1275526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1275554.125000 Penalty: 4507.397461
	Iteration 22Q: 3 clusters Score -1275554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1275588.000000 Penalty: 4507.397461
	Iteration 23Q: 3 clusters Score -1275588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1275616.000000 Penalty: 4507.397461
	Iteration 24Q: 3 clusters Score -1275616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1275639.500000 Penalty: 4507.397461
	Iteration 25Q: 3 clusters Score -1275640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1275659.250000 Penalty: 4507.397461
	Iteration 26Q: 3 clusters Score -1275659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1275674.125000 Penalty: 4507.397461
	Iteration 27Q: 3 clusters Score -1275674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1275688.000000 Penalty: 4507.397461
	Iteration 28Q: 3 clusters Score -1275688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1275697.750000 Penalty: 4507.397461
	Iteration 29Q: 3 clusters Score -1275698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1275704.000000 Penalty: 4507.397461
	Iteration 30Q: 3 clusters Score -1275704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1275711.500000 Penalty: 4507.397461
	Iteration 31Q: 3 clusters Score -1275712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1275722.875000 Penalty: 4507.397461
	Iteration 32Q: 3 clusters Score -1275723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1275735.250000 Penalty: 4507.397461
	Iteration 33Q: 3 clusters Score -1275735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1275740.250000 Penalty: 4507.397461
	Iteration 34Q: 3 clusters Score -1275740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1275743.875000 Penalty: 4507.397461
	Iteration 35Q: 3 clusters Score -1275744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1275748.625000 Penalty: 4507.397461
	Iteration 36Q: 3 clusters Score -1275749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1275750.125000 Penalty: 4507.397461
	Iteration 37Q: 3 clusters Score -1275750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1275757.625000 Penalty: 4507.397461
	Iteration 38Q: 3 clusters Score -1275758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1275758.375000 Penalty: 4507.397461
	Iteration 39Q: 3 clusters Score -1275758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1275762.000000 Penalty: 4507.397461
	Iteration 40F: 3 clusters Score -1275762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1275761.625000 Penalty: 4507.397461
	Iteration 41Q: 3 clusters Score -1275762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1275767.000000 Penalty: 4507.397461
	Iteration 42Q: 3 clusters Score -1275767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1275767.250000 Penalty: 4507.397461
	Iteration 43Q: 3 clusters Score -1275767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1275773.125000 Penalty: 4507.397461
	Iteration 44Q: 3 clusters Score -1275773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1275782.125000 Penalty: 4507.397461
	Iteration 45Q: 3 clusters Score -1275782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1275786.250000 Penalty: 4507.397461
	Iteration 46Q: 3 clusters Score -1275786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1275786.375000 Penalty: 4507.397461
	Iteration 47Q: 3 clusters Score -1275786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1275792.375000 Penalty: 4507.397461
	Iteration 48Q: 3 clusters Score -1275792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1275797.250000 Penalty: 4507.397461
	Iteration 49Q: 3 clusters Score -1275797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1275804.500000 Penalty: 4507.397461
	Iteration 50Q: 3 clusters Score -1275804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1275812.000000 Penalty: 4507.397461
	Iteration 51Q: 3 clusters Score -1275812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1275813.750000 Penalty: 4507.397461
	Iteration 52Q: 3 clusters Score -1275814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1275817.750000 Penalty: 4507.397461
	Iteration 53Q: 3 clusters Score -1275818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1275818.125000 Penalty: 4507.397461
	Iteration 54Q: 3 clusters Score -1275818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1275822.250000 Penalty: 4507.397461
	Iteration 55Q: 3 clusters Score -1275822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1275828.625000 Penalty: 4507.397461
	Iteration 56Q: 3 clusters Score -1275829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1275831.750000 Penalty: 4507.397461
	Iteration 57Q: 3 clusters Score -1275832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1275834.625000 Penalty: 4507.397461
	Iteration 58Q: 3 clusters Score -1275835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1275836.875000 Penalty: 4507.397461
	Iteration 59Q: 3 clusters Score -1275837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1275837.500000 Penalty: 4507.397461
	Iteration 60F: 3 clusters Score -1275838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1275838.375000 Penalty: 4507.397461
	Iteration 61Q: 3 clusters Score -1275838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1275843.750000 Penalty: 4507.397461
	Iteration 62Q: 3 clusters Score -1275844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1275843.750000 Penalty: 4507.397461
	Iteration 63Q: 3 clusters Score -1275844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1275844.250000 Penalty: 4507.397461
	Iteration 64Q: 3 clusters Score -1275844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1275846.125000 Penalty: 4507.397461
	Iteration 65Q: 3 clusters Score -1275846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1275846.125000 Penalty: 4507.397461
	Iteration 66F: 3 clusters Score -1275846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -204826.734375 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -204826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -202378.281250 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -202378.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -202807.578125 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -202807.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -202940.625000 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -202940.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -203017.625000 Penalty: 3704.382812
	Iteration 3Q: 3 clusters Score -203017.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -203082.484375 Penalty: 3704.382812
	Iteration 4Q: 3 clusters Score -203082.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203113.703125 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -203113.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -203133.093750 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -203133.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -203157.593750 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -203157.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -203181.718750 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -203181.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -203198.500000 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -203198.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -203216.578125 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -203216.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -203236.890625 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -203236.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -203256.671875 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -203256.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203278.468750 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -203278.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -203298.718750 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -203298.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203320.968750 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -203321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203352.500000 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -203352.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -203375.375000 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -203375.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -203411.187500 Penalty: 3704.382812
	Iteration 18Q: 3 clusters Score -203411.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203452.546875 Penalty: 3704.382812
	Iteration 19Q: 3 clusters Score -203452.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203496.828125 Penalty: 3704.382812
	Iteration 20F: 3 clusters Score -203496.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -203537.843750 Penalty: 3704.382812
	Iteration 21Q: 3 clusters Score -203537.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -203572.156250 Penalty: 3704.382812
	Iteration 22Q: 3 clusters Score -203572.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -203600.437500 Penalty: 3704.382812
	Iteration 23Q: 3 clusters Score -203600.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -203620.593750 Penalty: 3704.382812
	Iteration 24Q: 3 clusters Score -203620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -203632.687500 Penalty: 3704.382812
	Iteration 25Q: 3 clusters Score -203632.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203642.812500 Penalty: 3704.382812
	Iteration 26Q: 3 clusters Score -203642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -203651.000000 Penalty: 3704.382812
	Iteration 27Q: 3 clusters Score -203651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203664.968750 Penalty: 3704.382812
	Iteration 28Q: 3 clusters Score -203665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203671.656250 Penalty: 3704.382812
	Iteration 29Q: 3 clusters Score -203671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203678.296875 Penalty: 3704.382812
	Iteration 30Q: 3 clusters Score -203678.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -203683.031250 Penalty: 3704.382812
	Iteration 31Q: 3 clusters Score -203683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -203685.859375 Penalty: 3704.382812
	Iteration 32Q: 3 clusters Score -203685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -203695.703125 Penalty: 3704.382812
	Iteration 33Q: 3 clusters Score -203695.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -203710.453125 Penalty: 3704.382812
	Iteration 34Q: 3 clusters Score -203710.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -203720.781250 Penalty: 3704.382812
	Iteration 35Q: 3 clusters Score -203720.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -203729.890625 Penalty: 3704.382812
	Iteration 36Q: 3 clusters Score -203729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -203734.656250 Penalty: 3704.382812
	Iteration 37Q: 3 clusters Score -203734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -203738.390625 Penalty: 3704.382812
	Iteration 38Q: 3 clusters Score -203738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -203740.265625 Penalty: 3704.382812
	Iteration 39Q: 3 clusters Score -203740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -203742.984375 Penalty: 3704.382812
	Iteration 40F: 3 clusters Score -203743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203761.046875 Penalty: 3704.382812
	Iteration 41Q: 3 clusters Score -203761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -203766.468750 Penalty: 3704.382812
	Iteration 42Q: 3 clusters Score -203766.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203774.906250 Penalty: 3704.382812
	Iteration 43Q: 3 clusters Score -203774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203785.171875 Penalty: 3704.382812
	Iteration 44Q: 3 clusters Score -203785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203790.359375 Penalty: 3704.382812
	Iteration 45Q: 3 clusters Score -203790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -203793.656250 Penalty: 3704.382812
	Iteration 46Q: 3 clusters Score -203793.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -203797.468750 Penalty: 3704.382812
	Iteration 47Q: 3 clusters Score -203797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -203800.671875 Penalty: 3704.382812
	Iteration 48Q: 3 clusters Score -203800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203802.828125 Penalty: 3704.382812
	Iteration 49Q: 3 clusters Score -203802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203803.968750 Penalty: 3704.382812
	Iteration 50Q: 3 clusters Score -203804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203803.968750 Penalty: 3704.382812
	Iteration 51F: 3 clusters Score -203804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (193138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193138 members 
Entering Unmasked Estep 
Score: -28871544.000000 Penalty: 3018.447754
	Iteration 0F: 2 clusters Score -2.887154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -28744762.000000 Penalty: 6036.895508
	Iteration 0F: 3 clusters Score -2.874476e+07 nChanged 92823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -28798638.000000 Penalty: 6036.895508
	Iteration 1F: 3 clusters Score -2.879864e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -28799834.000000 Penalty: 6036.895508
	Iteration 2Q: 3 clusters Score -2.879983e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113670 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -28802228.000000 Penalty: 6036.895508
	Iteration 3Q: 3 clusters Score -2.880223e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -28806766.000000 Penalty: 6036.895508
	Iteration 4F: 3 clusters Score -2.880677e+07 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136285 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -28815006.000000 Penalty: 6036.895508
	Iteration 5F: 3 clusters Score -2.881501e+07 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -28828980.000000 Penalty: 6036.895508
	Iteration 6F: 3 clusters Score -2.882898e+07 nChanged 17668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170870 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -28845948.000000 Penalty: 6036.895508
	Iteration 7F: 3 clusters Score -2.884595e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -28859792.000000 Penalty: 6036.895508
	Iteration 8F: 3 clusters Score -2.885979e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190428 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -28866154.000000 Penalty: 6036.895508
	Iteration 9Q: 3 clusters Score -2.886615e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192312 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -28868120.000000 Penalty: 6036.895508
	Iteration 10Q: 3 clusters Score -2.886812e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28868496.000000 Penalty: 6036.895508
	Iteration 11Q: 3 clusters Score -2.88685e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192855 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28868660.000000 Penalty: 6036.895508
	Iteration 12Q: 3 clusters Score -2.886866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192880 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28868740.000000 Penalty: 6036.895508
	Iteration 13Q: 3 clusters Score -2.886874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192887 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28868742.000000 Penalty: 6036.895508
	Iteration 14Q: 3 clusters Score -2.886874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192892 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28868756.000000 Penalty: 6036.895508
	Iteration 15Q: 3 clusters Score -2.886876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192892 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28868776.000000 Penalty: 6036.895508
	Iteration 16Q: 3 clusters Score -2.886878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192896 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28868780.000000 Penalty: 6036.895508
	Iteration 17Q: 3 clusters Score -2.886878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192896 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28868788.000000 Penalty: 6036.895508
	Iteration 18Q: 3 clusters Score -2.886879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192897 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28868780.000000 Penalty: 6036.895508
	Iteration 19Q: 3 clusters Score -2.886878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192899 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28868802.000000 Penalty: 6036.895508
	Iteration 20F: 3 clusters Score -2.88688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192901 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28868828.000000 Penalty: 6036.895508
	Iteration 21Q: 3 clusters Score -2.886883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192900 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28868824.000000 Penalty: 6036.895508
	Iteration 22Q: 3 clusters Score -2.886882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192899 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28868834.000000 Penalty: 6036.895508
	Iteration 23Q: 3 clusters Score -2.886883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192899 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28868834.000000 Penalty: 6036.895508
	Iteration 24F: 3 clusters Score -2.886883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -214744.687500 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -214744.7 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 704 members 
Entering Unmasked Estep 
Score: -212488.250000 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -212488.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -212854.515625 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -212854.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -213030.953125 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -213031 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -213128.140625 Penalty: 3610.199951
	Iteration 3F: 3 clusters Score -213128.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -213189.968750 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -213190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213250.859375 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -213250.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -213295.109375 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -213295.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -213327.140625 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -213327.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -213349.656250 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -213349.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -213362.125000 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -213362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -213378.437500 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -213378.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -213391.828125 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -213391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -213401.703125 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -213401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -213407.468750 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -213407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -213414.781250 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -213414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -213426.015625 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -213426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -213442.328125 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -213442.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -213455.609375 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -213455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -213469.390625 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -213469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -213482.156250 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -213482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -213495.828125 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -213495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -213509.656250 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -213509.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -213518.734375 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -213518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -213524.875000 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -213524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -213532.734375 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -213532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -213536.109375 Penalty: 3610.199951
	Iteration 25Q: 3 clusters Score -213536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -213538.765625 Penalty: 3610.199951
	Iteration 26Q: 3 clusters Score -213538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -213541.468750 Penalty: 3610.199951
	Iteration 27Q: 3 clusters Score -213541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -213546.484375 Penalty: 3610.199951
	Iteration 28Q: 3 clusters Score -213546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -213552.796875 Penalty: 3610.199951
	Iteration 29Q: 3 clusters Score -213552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -213555.671875 Penalty: 3610.199951
	Iteration 30Q: 3 clusters Score -213555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -213558.359375 Penalty: 3610.199951
	Iteration 31Q: 3 clusters Score -213558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -213561.734375 Penalty: 3610.199951
	Iteration 32Q: 3 clusters Score -213561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -213564.843750 Penalty: 3610.199951
	Iteration 33Q: 3 clusters Score -213564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -213567.375000 Penalty: 3610.199951
	Iteration 34Q: 3 clusters Score -213567.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -213573.546875 Penalty: 3610.199951
	Iteration 35Q: 3 clusters Score -213573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -213578.656250 Penalty: 3610.199951
	Iteration 36Q: 3 clusters Score -213578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -213581.890625 Penalty: 3610.199951
	Iteration 37Q: 3 clusters Score -213581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -213584.296875 Penalty: 3610.199951
	Iteration 38Q: 3 clusters Score -213584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -213586.593750 Penalty: 3610.199951
	Iteration 39Q: 3 clusters Score -213586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -213589.250000 Penalty: 3610.199951
	Iteration 40F: 3 clusters Score -213589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -213592.000000 Penalty: 3610.199951
	Iteration 41Q: 3 clusters Score -213592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -213594.156250 Penalty: 3610.199951
	Iteration 42Q: 3 clusters Score -213594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213595.062500 Penalty: 3610.199951
	Iteration 43Q: 3 clusters Score -213595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -213596.125000 Penalty: 3610.199951
	Iteration 44Q: 3 clusters Score -213596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -213597.843750 Penalty: 3610.199951
	Iteration 45Q: 3 clusters Score -213597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -213599.859375 Penalty: 3610.199951
	Iteration 46Q: 3 clusters Score -213599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -213600.968750 Penalty: 3610.199951
	Iteration 47Q: 3 clusters Score -213601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -213602.562500 Penalty: 3610.199951
	Iteration 48Q: 3 clusters Score -213602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -213602.562500 Penalty: 3610.199951
	Iteration 49F: 3 clusters Score -213602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -38130.000000 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -38130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36991.507812 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -36991.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37232.210938 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -37232.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37361.878906 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -37361.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37434.796875 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -37434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37515.535156 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -37515.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37551.207031 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -37551.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37580.128906 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -37580.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37581.835938 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -37581.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37581.835938 Penalty: 2850.116943
	Iteration 8F: 3 clusters Score -37581.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Entering Unmasked Estep 
Score: -3234358.750000 Penalty: 2496.491699
	Iteration 0F: 2 clusters Score -3234359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3217964.500000 Penalty: 4992.983398
	Iteration 0F: 3 clusters Score -3217964 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3223834.250000 Penalty: 4992.983398
	Iteration 1F: 3 clusters Score -3223834 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3224426.500000 Penalty: 4992.983398
	Iteration 2F: 3 clusters Score -3224426 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3225011.500000 Penalty: 4992.983398
	Iteration 3F: 3 clusters Score -3225012 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3225653.750000 Penalty: 4992.983398
	Iteration 4F: 3 clusters Score -3225654 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3226276.500000 Penalty: 4992.983398
	Iteration 5F: 3 clusters Score -3226276 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3226965.250000 Penalty: 4992.983398
	Iteration 6F: 3 clusters Score -3226965 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3227688.250000 Penalty: 4992.983398
	Iteration 7F: 3 clusters Score -3227688 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3228412.000000 Penalty: 4992.983398
	Iteration 8Q: 3 clusters Score -3228412 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3229075.750000 Penalty: 4992.983398
	Iteration 9Q: 3 clusters Score -3229076 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3229609.250000 Penalty: 4992.983398
	Iteration 10Q: 3 clusters Score -3229609 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3230015.500000 Penalty: 4992.983398
	Iteration 11Q: 3 clusters Score -3230016 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3230266.000000 Penalty: 4992.983398
	Iteration 12Q: 3 clusters Score -3230266 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3230436.250000 Penalty: 4992.983398
	Iteration 13Q: 3 clusters Score -3230436 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3230562.000000 Penalty: 4992.983398
	Iteration 14Q: 3 clusters Score -3230562 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3230653.000000 Penalty: 4992.983398
	Iteration 15Q: 3 clusters Score -3230653 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3230718.250000 Penalty: 4992.983398
	Iteration 16Q: 3 clusters Score -3230718 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3230795.500000 Penalty: 4992.983398
	Iteration 17Q: 3 clusters Score -3230796 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3230856.500000 Penalty: 4992.983398
	Iteration 18Q: 3 clusters Score -3230856 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3230920.250000 Penalty: 4992.983398
	Iteration 19Q: 3 clusters Score -3230920 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3230975.250000 Penalty: 4992.983398
	Iteration 20F: 3 clusters Score -3230975 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3231052.000000 Penalty: 4992.983398
	Iteration 21Q: 3 clusters Score -3231052 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3231139.500000 Penalty: 4992.983398
	Iteration 22Q: 3 clusters Score -3231140 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3231217.500000 Penalty: 4992.983398
	Iteration 23Q: 3 clusters Score -3231218 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3231306.000000 Penalty: 4992.983398
	Iteration 24Q: 3 clusters Score -3231306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3231383.000000 Penalty: 4992.983398
	Iteration 25Q: 3 clusters Score -3231383 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3231479.750000 Penalty: 4992.983398
	Iteration 26Q: 3 clusters Score -3231480 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3231549.000000 Penalty: 4992.983398
	Iteration 27Q: 3 clusters Score -3231549 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3231621.750000 Penalty: 4992.983398
	Iteration 28Q: 3 clusters Score -3231622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3231694.750000 Penalty: 4992.983398
	Iteration 29Q: 3 clusters Score -3231695 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3231764.750000 Penalty: 4992.983398
	Iteration 30Q: 3 clusters Score -3231765 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3231840.000000 Penalty: 4992.983398
	Iteration 31Q: 3 clusters Score -3231840 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3231892.000000 Penalty: 4992.983398
	Iteration 32Q: 3 clusters Score -3231892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3231929.750000 Penalty: 4992.983398
	Iteration 33Q: 3 clusters Score -3231930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3231963.000000 Penalty: 4992.983398
	Iteration 34Q: 3 clusters Score -3231963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3231990.250000 Penalty: 4992.983398
	Iteration 35Q: 3 clusters Score -3231990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3232030.500000 Penalty: 4992.983398
	Iteration 36Q: 3 clusters Score -3232030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3232066.000000 Penalty: 4992.983398
	Iteration 37Q: 3 clusters Score -3232066 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3232097.750000 Penalty: 4992.983398
	Iteration 38Q: 3 clusters Score -3232098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3232129.250000 Penalty: 4992.983398
	Iteration 39Q: 3 clusters Score -3232129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3232163.750000 Penalty: 4992.983398
	Iteration 40F: 3 clusters Score -3232164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3232194.000000 Penalty: 4992.983398
	Iteration 41Q: 3 clusters Score -3232194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3232206.750000 Penalty: 4992.983398
	Iteration 42Q: 3 clusters Score -3232207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3232225.750000 Penalty: 4992.983398
	Iteration 43Q: 3 clusters Score -3232226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3232246.500000 Penalty: 4992.983398
	Iteration 44Q: 3 clusters Score -3232246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3232250.250000 Penalty: 4992.983398
	Iteration 45Q: 3 clusters Score -3232250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3232263.750000 Penalty: 4992.983398
	Iteration 46Q: 3 clusters Score -3232264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3232275.250000 Penalty: 4992.983398
	Iteration 47Q: 3 clusters Score -3232275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3232281.000000 Penalty: 4992.983398
	Iteration 48Q: 3 clusters Score -3232281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3232292.500000 Penalty: 4992.983398
	Iteration 49Q: 3 clusters Score -3232292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3232293.000000 Penalty: 4992.983398
	Iteration 50Q: 3 clusters Score -3232293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3232306.750000 Penalty: 4992.983398
	Iteration 51Q: 3 clusters Score -3232307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3232317.500000 Penalty: 4992.983398
	Iteration 52Q: 3 clusters Score -3232318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3232326.250000 Penalty: 4992.983398
	Iteration 53Q: 3 clusters Score -3232326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3232338.000000 Penalty: 4992.983398
	Iteration 54Q: 3 clusters Score -3232338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3232345.250000 Penalty: 4992.983398
	Iteration 55Q: 3 clusters Score -3232345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3232349.500000 Penalty: 4992.983398
	Iteration 56Q: 3 clusters Score -3232350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3232362.500000 Penalty: 4992.983398
	Iteration 57Q: 3 clusters Score -3232362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3232375.500000 Penalty: 4992.983398
	Iteration 58Q: 3 clusters Score -3232376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3232372.500000 Penalty: 4992.983398
	Iteration 59Q: 3 clusters Score -3232372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3232365.250000 Penalty: 4992.983398
	Iteration 60F: 3 clusters Score -3232365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3232370.250000 Penalty: 4992.983398
	Iteration 61Q: 3 clusters Score -3232370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3232378.000000 Penalty: 4992.983398
	Iteration 62Q: 3 clusters Score -3232378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3232387.250000 Penalty: 4992.983398
	Iteration 63Q: 3 clusters Score -3232387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3232387.750000 Penalty: 4992.983398
	Iteration 64Q: 3 clusters Score -3232388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3232401.250000 Penalty: 4992.983398
	Iteration 65Q: 3 clusters Score -3232401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3232398.250000 Penalty: 4992.983398
	Iteration 66Q: 3 clusters Score -3232398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3232402.500000 Penalty: 4992.983398
	Iteration 67Q: 3 clusters Score -3232402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3232399.000000 Penalty: 4992.983398
	Iteration 68Q: 3 clusters Score -3232399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3232405.250000 Penalty: 4992.983398
	Iteration 69Q: 3 clusters Score -3232405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3232410.000000 Penalty: 4992.983398
	Iteration 70Q: 3 clusters Score -3232410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3232404.500000 Penalty: 4992.983398
	Iteration 71Q: 3 clusters Score -3232404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3232408.500000 Penalty: 4992.983398
	Iteration 72Q: 3 clusters Score -3232408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3232407.250000 Penalty: 4992.983398
	Iteration 73Q: 3 clusters Score -3232407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3232410.250000 Penalty: 4992.983398
	Iteration 74Q: 3 clusters Score -3232410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3232421.500000 Penalty: 4992.983398
	Iteration 75Q: 3 clusters Score -3232422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3232419.000000 Penalty: 4992.983398
	Iteration 76Q: 3 clusters Score -3232419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3232416.250000 Penalty: 4992.983398
	Iteration 77Q: 3 clusters Score -3232416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3232412.750000 Penalty: 4992.983398
	Iteration 78Q: 3 clusters Score -3232413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3232412.750000 Penalty: 4992.983398
	Iteration 79F: 3 clusters Score -3232413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Entering Unmasked Estep 
Score: -1146260.250000 Penalty: 2222.831787
	Iteration 0F: 2 clusters Score -1146260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1139948.375000 Penalty: 4445.663574
	Iteration 0F: 3 clusters Score -1139948 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1141581.875000 Penalty: 4445.663574
	Iteration 1F: 3 clusters Score -1141582 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1141841.625000 Penalty: 4445.663574
	Iteration 2F: 3 clusters Score -1141842 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1142043.875000 Penalty: 4445.663574
	Iteration 3F: 3 clusters Score -1142044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1142193.625000 Penalty: 4445.663574
	Iteration 4Q: 3 clusters Score -1142194 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1142345.875000 Penalty: 4445.663574
	Iteration 5Q: 3 clusters Score -1142346 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1142482.375000 Penalty: 4445.663574
	Iteration 6Q: 3 clusters Score -1142482 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1142607.250000 Penalty: 4445.663574
	Iteration 7Q: 3 clusters Score -1142607 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1142737.875000 Penalty: 4445.663574
	Iteration 8Q: 3 clusters Score -1142738 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1142900.750000 Penalty: 4445.663574
	Iteration 9Q: 3 clusters Score -1142901 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1143075.375000 Penalty: 4445.663574
	Iteration 10Q: 3 clusters Score -1143075 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1143246.250000 Penalty: 4445.663574
	Iteration 11Q: 3 clusters Score -1143246 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1143428.625000 Penalty: 4445.663574
	Iteration 12Q: 3 clusters Score -1143429 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1143613.375000 Penalty: 4445.663574
	Iteration 13Q: 3 clusters Score -1143613 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1143781.500000 Penalty: 4445.663574
	Iteration 14Q: 3 clusters Score -1143782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1143927.750000 Penalty: 4445.663574
	Iteration 15Q: 3 clusters Score -1143928 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1144079.875000 Penalty: 4445.663574
	Iteration 16Q: 3 clusters Score -1144080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1144168.000000 Penalty: 4445.663574
	Iteration 17Q: 3 clusters Score -1144168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1144245.000000 Penalty: 4445.663574
	Iteration 18Q: 3 clusters Score -1144245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1144280.000000 Penalty: 4445.663574
	Iteration 19Q: 3 clusters Score -1144280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1144311.750000 Penalty: 4445.663574
	Iteration 20F: 3 clusters Score -1144312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1144340.125000 Penalty: 4445.663574
	Iteration 21Q: 3 clusters Score -1144340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1144360.250000 Penalty: 4445.663574
	Iteration 22Q: 3 clusters Score -1144360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1144380.125000 Penalty: 4445.663574
	Iteration 23Q: 3 clusters Score -1144380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1144393.625000 Penalty: 4445.663574
	Iteration 24Q: 3 clusters Score -1144394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1144406.750000 Penalty: 4445.663574
	Iteration 25Q: 3 clusters Score -1144407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1144420.250000 Penalty: 4445.663574
	Iteration 26Q: 3 clusters Score -1144420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1144431.125000 Penalty: 4445.663574
	Iteration 27Q: 3 clusters Score -1144431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1144440.625000 Penalty: 4445.663574
	Iteration 28Q: 3 clusters Score -1144441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1144447.375000 Penalty: 4445.663574
	Iteration 29Q: 3 clusters Score -1144447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1144452.750000 Penalty: 4445.663574
	Iteration 30Q: 3 clusters Score -1144453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1144454.000000 Penalty: 4445.663574
	Iteration 31Q: 3 clusters Score -1144454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1144461.250000 Penalty: 4445.663574
	Iteration 32Q: 3 clusters Score -1144461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1144466.250000 Penalty: 4445.663574
	Iteration 33Q: 3 clusters Score -1144466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1144468.625000 Penalty: 4445.663574
	Iteration 34Q: 3 clusters Score -1144469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1144469.250000 Penalty: 4445.663574
	Iteration 35Q: 3 clusters Score -1144469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1144469.250000 Penalty: 4445.663574
	Iteration 36F: 3 clusters Score -1144469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -2047027.875000 Penalty: 2365.974365
	Iteration 0F: 2 clusters Score -2047028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2036889.250000 Penalty: 4731.948730
	Iteration 0F: 3 clusters Score -2036889 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2040147.625000 Penalty: 4731.948730
	Iteration 1F: 3 clusters Score -2040148 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2040512.250000 Penalty: 4731.948730
	Iteration 2F: 3 clusters Score -2040512 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2040776.500000 Penalty: 4731.948730
	Iteration 3F: 3 clusters Score -2040776 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2040954.875000 Penalty: 4731.948730
	Iteration 4Q: 3 clusters Score -2040955 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2041112.750000 Penalty: 4731.948730
	Iteration 5Q: 3 clusters Score -2041113 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2041274.375000 Penalty: 4731.948730
	Iteration 6Q: 3 clusters Score -2041274 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2041437.875000 Penalty: 4731.948730
	Iteration 7Q: 3 clusters Score -2041438 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2041624.500000 Penalty: 4731.948730
	Iteration 8Q: 3 clusters Score -2041624 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2041814.500000 Penalty: 4731.948730
	Iteration 9Q: 3 clusters Score -2041814 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2042057.875000 Penalty: 4731.948730
	Iteration 10Q: 3 clusters Score -2042058 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2042332.125000 Penalty: 4731.948730
	Iteration 11Q: 3 clusters Score -2042332 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2042655.000000 Penalty: 4731.948730
	Iteration 12Q: 3 clusters Score -2042655 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2042985.125000 Penalty: 4731.948730
	Iteration 13Q: 3 clusters Score -2042985 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2043342.500000 Penalty: 4731.948730
	Iteration 14Q: 3 clusters Score -2043342 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2043719.000000 Penalty: 4731.948730
	Iteration 15Q: 3 clusters Score -2043719 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2044050.750000 Penalty: 4731.948730
	Iteration 16Q: 3 clusters Score -2044051 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2044328.625000 Penalty: 4731.948730
	Iteration 17Q: 3 clusters Score -2044329 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2044505.000000 Penalty: 4731.948730
	Iteration 18Q: 3 clusters Score -2044505 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2044628.250000 Penalty: 4731.948730
	Iteration 19Q: 3 clusters Score -2044628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2044722.625000 Penalty: 4731.948730
	Iteration 20F: 3 clusters Score -2044723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2044793.750000 Penalty: 4731.948730
	Iteration 21Q: 3 clusters Score -2044794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2044832.875000 Penalty: 4731.948730
	Iteration 22Q: 3 clusters Score -2044833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2044862.500000 Penalty: 4731.948730
	Iteration 23Q: 3 clusters Score -2044862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2044890.375000 Penalty: 4731.948730
	Iteration 24Q: 3 clusters Score -2044890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2044913.500000 Penalty: 4731.948730
	Iteration 25Q: 3 clusters Score -2044914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2044930.375000 Penalty: 4731.948730
	Iteration 26Q: 3 clusters Score -2044930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2044941.875000 Penalty: 4731.948730
	Iteration 27Q: 3 clusters Score -2044942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2044949.375000 Penalty: 4731.948730
	Iteration 28Q: 3 clusters Score -2044949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2044954.625000 Penalty: 4731.948730
	Iteration 29Q: 3 clusters Score -2044955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2044958.375000 Penalty: 4731.948730
	Iteration 30Q: 3 clusters Score -2044958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2044956.625000 Penalty: 4731.948730
	Iteration 31Q: 3 clusters Score -2044957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2044960.375000 Penalty: 4731.948730
	Iteration 32Q: 3 clusters Score -2044960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2044960.375000 Penalty: 4731.948730
	Iteration 33F: 3 clusters Score -2044960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -138039.406250 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -138039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -136124.640625 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -136124.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136412.218750 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -136412.2 nChanged 49
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: -136458.359375 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -136458.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -136475.171875 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -136475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -136487.890625 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -136487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -136496.484375 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -136496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -136503.328125 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -136503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -136509.125000 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -136509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -136512.656250 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -136512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -136515.859375 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -136515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -136515.859375 Penalty: 3413.689209
	Iteration 10F: 3 clusters Score -136515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Entering Unmasked Estep 
Score: -3558325.750000 Penalty: 2516.655762
	Iteration 0F: 2 clusters Score -3558326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3540689.750000 Penalty: 5033.311523
	Iteration 0F: 3 clusters Score -3540690 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3546724.750000 Penalty: 5033.311523
	Iteration 1F: 3 clusters Score -3546725 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3547181.500000 Penalty: 5033.311523
	Iteration 2F: 3 clusters Score -3547182 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3547685.500000 Penalty: 5033.311523
	Iteration 3Q: 3 clusters Score -3547686 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3548256.500000 Penalty: 5033.311523
	Iteration 4Q: 3 clusters Score -3548256 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3548953.750000 Penalty: 5033.311523
	Iteration 5Q: 3 clusters Score -3548954 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3549824.250000 Penalty: 5033.311523
	Iteration 6F: 3 clusters Score -3549824 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3550868.250000 Penalty: 5033.311523
	Iteration 7F: 3 clusters Score -3550868 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3551866.500000 Penalty: 5033.311523
	Iteration 8F: 3 clusters Score -3551866 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3552740.000000 Penalty: 5033.311523
	Iteration 9F: 3 clusters Score -3552740 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3553520.000000 Penalty: 5033.311523
	Iteration 10Q: 3 clusters Score -3553520 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3554074.250000 Penalty: 5033.311523
	Iteration 11Q: 3 clusters Score -3554074 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3554479.250000 Penalty: 5033.311523
	Iteration 12Q: 3 clusters Score -3554479 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3554762.750000 Penalty: 5033.311523
	Iteration 13Q: 3 clusters Score -3554763 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3554999.000000 Penalty: 5033.311523
	Iteration 14Q: 3 clusters Score -3554999 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3555182.250000 Penalty: 5033.311523
	Iteration 15Q: 3 clusters Score -3555182 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3555346.250000 Penalty: 5033.311523
	Iteration 16Q: 3 clusters Score -3555346 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3555491.250000 Penalty: 5033.311523
	Iteration 17Q: 3 clusters Score -3555491 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3555632.750000 Penalty: 5033.311523
	Iteration 18Q: 3 clusters Score -3555633 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3555768.750000 Penalty: 5033.311523
	Iteration 19Q: 3 clusters Score -3555769 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3555878.000000 Penalty: 5033.311523
	Iteration 20F: 3 clusters Score -3555878 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3555972.750000 Penalty: 5033.311523
	Iteration 21Q: 3 clusters Score -3555973 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3556056.000000 Penalty: 5033.311523
	Iteration 22Q: 3 clusters Score -3556056 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3556118.250000 Penalty: 5033.311523
	Iteration 23Q: 3 clusters Score -3556118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3556186.000000 Penalty: 5033.311523
	Iteration 24Q: 3 clusters Score -3556186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3556245.500000 Penalty: 5033.311523
	Iteration 25Q: 3 clusters Score -3556246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3556300.750000 Penalty: 5033.311523
	Iteration 26Q: 3 clusters Score -3556301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3556343.000000 Penalty: 5033.311523
	Iteration 27Q: 3 clusters Score -3556343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3556389.250000 Penalty: 5033.311523
	Iteration 28Q: 3 clusters Score -3556389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3556419.250000 Penalty: 5033.311523
	Iteration 29Q: 3 clusters Score -3556419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3556438.750000 Penalty: 5033.311523
	Iteration 30Q: 3 clusters Score -3556439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3556444.500000 Penalty: 5033.311523
	Iteration 31Q: 3 clusters Score -3556444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3556461.750000 Penalty: 5033.311523
	Iteration 32Q: 3 clusters Score -3556462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3556467.250000 Penalty: 5033.311523
	Iteration 33Q: 3 clusters Score -3556467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3556471.250000 Penalty: 5033.311523
	Iteration 34Q: 3 clusters Score -3556471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3556482.250000 Penalty: 5033.311523
	Iteration 35Q: 3 clusters Score -3556482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3556485.000000 Penalty: 5033.311523
	Iteration 36Q: 3 clusters Score -3556485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3556493.250000 Penalty: 5033.311523
	Iteration 37Q: 3 clusters Score -3556493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3556496.500000 Penalty: 5033.311523
	Iteration 38Q: 3 clusters Score -3556496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3556498.500000 Penalty: 5033.311523
	Iteration 39Q: 3 clusters Score -3556498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3556499.250000 Penalty: 5033.311523
	Iteration 40F: 3 clusters Score -3556499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3556497.750000 Penalty: 5033.311523
	Iteration 41Q: 3 clusters Score -3556498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3556504.000000 Penalty: 5033.311523
	Iteration 42Q: 3 clusters Score -3556504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3556508.000000 Penalty: 5033.311523
	Iteration 43Q: 3 clusters Score -3556508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3556504.750000 Penalty: 5033.311523
	Iteration 44Q: 3 clusters Score -3556505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3556505.500000 Penalty: 5033.311523
	Iteration 45Q: 3 clusters Score -3556506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3556505.500000 Penalty: 5033.311523
	Iteration 46Q: 3 clusters Score -3556506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3556505.750000 Penalty: 5033.311523
	Iteration 47Q: 3 clusters Score -3556506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3556506.750000 Penalty: 5033.311523
	Iteration 48Q: 3 clusters Score -3556507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3556511.500000 Penalty: 5033.311523
	Iteration 49Q: 3 clusters Score -3556512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3556509.750000 Penalty: 5033.311523
	Iteration 50Q: 3 clusters Score -3556510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3556512.500000 Penalty: 5033.311523
	Iteration 51Q: 3 clusters Score -3556512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3556513.750000 Penalty: 5033.311523
	Iteration 52Q: 3 clusters Score -3556514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3556521.750000 Penalty: 5033.311523
	Iteration 53Q: 3 clusters Score -3556522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3556517.500000 Penalty: 5033.311523
	Iteration 54Q: 3 clusters Score -3556518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3556518.000000 Penalty: 5033.311523
	Iteration 55Q: 3 clusters Score -3556518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3556516.750000 Penalty: 5033.311523
	Iteration 56Q: 3 clusters Score -3556517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3556519.500000 Penalty: 5033.311523
	Iteration 57Q: 3 clusters Score -3556520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3556520.750000 Penalty: 5033.311523
	Iteration 58Q: 3 clusters Score -3556521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3556523.000000 Penalty: 5033.311523
	Iteration 59Q: 3 clusters Score -3556523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3556523.250000 Penalty: 5033.311523
	Iteration 60F: 3 clusters Score -3556523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3556525.750000 Penalty: 5033.311523
	Iteration 61Q: 3 clusters Score -3556526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3556526.750000 Penalty: 5033.311523
	Iteration 62Q: 3 clusters Score -3556527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3556529.000000 Penalty: 5033.311523
	Iteration 63Q: 3 clusters Score -3556529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3556525.250000 Penalty: 5033.311523
	Iteration 64Q: 3 clusters Score -3556525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3556527.250000 Penalty: 5033.311523
	Iteration 65Q: 3 clusters Score -3556527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3556528.250000 Penalty: 5033.311523
	Iteration 66Q: 3 clusters Score -3556528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3556528.250000 Penalty: 5033.311523
	Iteration 67F: 3 clusters Score -3556528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1549830.125000 Penalty: 2289.245605
	Iteration 0F: 2 clusters Score -1549830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1542055.500000 Penalty: 4578.491211
	Iteration 0F: 3 clusters Score -1542056 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1544279.375000 Penalty: 4578.491211
	Iteration 1F: 3 clusters Score -1544279 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1544546.500000 Penalty: 4578.491211
	Iteration 2F: 3 clusters Score -1544546 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1544715.125000 Penalty: 4578.491211
	Iteration 3Q: 3 clusters Score -1544715 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1544867.750000 Penalty: 4578.491211
	Iteration 4Q: 3 clusters Score -1544868 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1545019.500000 Penalty: 4578.491211
	Iteration 5Q: 3 clusters Score -1545020 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1545157.625000 Penalty: 4578.491211
	Iteration 6Q: 3 clusters Score -1545158 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1545280.375000 Penalty: 4578.491211
	Iteration 7Q: 3 clusters Score -1545280 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1545402.375000 Penalty: 4578.491211
	Iteration 8Q: 3 clusters Score -1545402 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1545495.000000 Penalty: 4578.491211
	Iteration 9Q: 3 clusters Score -1545495 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1545621.000000 Penalty: 4578.491211
	Iteration 10Q: 3 clusters Score -1545621 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1545728.125000 Penalty: 4578.491211
	Iteration 11Q: 3 clusters Score -1545728 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1545855.000000 Penalty: 4578.491211
	Iteration 12Q: 3 clusters Score -1545855 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1545988.375000 Penalty: 4578.491211
	Iteration 13Q: 3 clusters Score -1545988 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1546124.250000 Penalty: 4578.491211
	Iteration 14Q: 3 clusters Score -1546124 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1546280.500000 Penalty: 4578.491211
	Iteration 15Q: 3 clusters Score -1546280 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1546415.000000 Penalty: 4578.491211
	Iteration 16Q: 3 clusters Score -1546415 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1546539.000000 Penalty: 4578.491211
	Iteration 17Q: 3 clusters Score -1546539 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1546647.875000 Penalty: 4578.491211
	Iteration 18Q: 3 clusters Score -1546648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1546732.000000 Penalty: 4578.491211
	Iteration 19Q: 3 clusters Score -1546732 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1546792.500000 Penalty: 4578.491211
	Iteration 20F: 3 clusters Score -1546792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1546847.000000 Penalty: 4578.491211
	Iteration 21Q: 3 clusters Score -1546847 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1546891.500000 Penalty: 4578.491211
	Iteration 22Q: 3 clusters Score -1546892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1546928.625000 Penalty: 4578.491211
	Iteration 23Q: 3 clusters Score -1546929 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1546960.625000 Penalty: 4578.491211
	Iteration 24Q: 3 clusters Score -1546961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1546995.125000 Penalty: 4578.491211
	Iteration 25Q: 3 clusters Score -1546995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1547029.125000 Penalty: 4578.491211
	Iteration 26Q: 3 clusters Score -1547029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1547062.375000 Penalty: 4578.491211
	Iteration 27Q: 3 clusters Score -1547062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1547097.000000 Penalty: 4578.491211
	Iteration 28Q: 3 clusters Score -1547097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1547122.625000 Penalty: 4578.491211
	Iteration 29Q: 3 clusters Score -1547123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1547148.250000 Penalty: 4578.491211
	Iteration 30Q: 3 clusters Score -1547148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1547172.125000 Penalty: 4578.491211
	Iteration 31Q: 3 clusters Score -1547172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1547194.375000 Penalty: 4578.491211
	Iteration 32Q: 3 clusters Score -1547194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1547214.125000 Penalty: 4578.491211
	Iteration 33Q: 3 clusters Score -1547214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1547237.500000 Penalty: 4578.491211
	Iteration 34Q: 3 clusters Score -1547238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1547251.125000 Penalty: 4578.491211
	Iteration 35Q: 3 clusters Score -1547251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1547262.500000 Penalty: 4578.491211
	Iteration 36Q: 3 clusters Score -1547262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1547270.500000 Penalty: 4578.491211
	Iteration 37Q: 3 clusters Score -1547270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1547277.625000 Penalty: 4578.491211
	Iteration 38Q: 3 clusters Score -1547278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1547289.375000 Penalty: 4578.491211
	Iteration 39Q: 3 clusters Score -1547289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1547299.375000 Penalty: 4578.491211
	Iteration 40F: 3 clusters Score -1547299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1547316.875000 Penalty: 4578.491211
	Iteration 41Q: 3 clusters Score -1547317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1547325.750000 Penalty: 4578.491211
	Iteration 42Q: 3 clusters Score -1547326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1547334.625000 Penalty: 4578.491211
	Iteration 43Q: 3 clusters Score -1547335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1547342.875000 Penalty: 4578.491211
	Iteration 44Q: 3 clusters Score -1547343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1547355.375000 Penalty: 4578.491211
	Iteration 45Q: 3 clusters Score -1547355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1547359.875000 Penalty: 4578.491211
	Iteration 46Q: 3 clusters Score -1547360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1547378.375000 Penalty: 4578.491211
	Iteration 47Q: 3 clusters Score -1547378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1547386.875000 Penalty: 4578.491211
	Iteration 48Q: 3 clusters Score -1547387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1547399.875000 Penalty: 4578.491211
	Iteration 49Q: 3 clusters Score -1547400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1547412.500000 Penalty: 4578.491211
	Iteration 50Q: 3 clusters Score -1547412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1547426.875000 Penalty: 4578.491211
	Iteration 51Q: 3 clusters Score -1547427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1547437.125000 Penalty: 4578.491211
	Iteration 52Q: 3 clusters Score -1547437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1547451.500000 Penalty: 4578.491211
	Iteration 53Q: 3 clusters Score -1547452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1547465.625000 Penalty: 4578.491211
	Iteration 54Q: 3 clusters Score -1547466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1547476.000000 Penalty: 4578.491211
	Iteration 55Q: 3 clusters Score -1547476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1547485.375000 Penalty: 4578.491211
	Iteration 56Q: 3 clusters Score -1547485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1547500.625000 Penalty: 4578.491211
	Iteration 57Q: 3 clusters Score -1547501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1547511.750000 Penalty: 4578.491211
	Iteration 58Q: 3 clusters Score -1547512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1547532.250000 Penalty: 4578.491211
	Iteration 59Q: 3 clusters Score -1547532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1547540.625000 Penalty: 4578.491211
	Iteration 60F: 3 clusters Score -1547541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1547552.875000 Penalty: 4578.491211
	Iteration 61Q: 3 clusters Score -1547553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1547570.500000 Penalty: 4578.491211
	Iteration 62Q: 3 clusters Score -1547570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1547584.750000 Penalty: 4578.491211
	Iteration 63Q: 3 clusters Score -1547585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1547597.625000 Penalty: 4578.491211
	Iteration 64Q: 3 clusters Score -1547598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1547612.250000 Penalty: 4578.491211
	Iteration 65Q: 3 clusters Score -1547612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1547631.375000 Penalty: 4578.491211
	Iteration 66Q: 3 clusters Score -1547631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1547647.875000 Penalty: 4578.491211
	Iteration 67Q: 3 clusters Score -1547648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1547664.375000 Penalty: 4578.491211
	Iteration 68Q: 3 clusters Score -1547664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1547676.875000 Penalty: 4578.491211
	Iteration 69Q: 3 clusters Score -1547677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1547690.125000 Penalty: 4578.491211
	Iteration 70Q: 3 clusters Score -1547690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1547708.125000 Penalty: 4578.491211
	Iteration 71Q: 3 clusters Score -1547708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1547732.500000 Penalty: 4578.491211
	Iteration 72Q: 3 clusters Score -1547732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1547745.125000 Penalty: 4578.491211
	Iteration 73Q: 3 clusters Score -1547745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1547757.000000 Penalty: 4578.491211
	Iteration 74Q: 3 clusters Score -1547757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1547761.250000 Penalty: 4578.491211
	Iteration 75Q: 3 clusters Score -1547761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1547769.000000 Penalty: 4578.491211
	Iteration 76Q: 3 clusters Score -1547769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1547771.750000 Penalty: 4578.491211
	Iteration 77Q: 3 clusters Score -1547772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1547777.000000 Penalty: 4578.491211
	Iteration 78Q: 3 clusters Score -1547777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1547779.000000 Penalty: 4578.491211
	Iteration 79Q: 3 clusters Score -1547779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1547784.500000 Penalty: 4578.491211
	Iteration 80F: 3 clusters Score -1547784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1547786.375000 Penalty: 4578.491211
	Iteration 81Q: 3 clusters Score -1547786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1547786.750000 Penalty: 4578.491211
	Iteration 82Q: 3 clusters Score -1547787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1547788.250000 Penalty: 4578.491211
	Iteration 83Q: 3 clusters Score -1547788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1547789.875000 Penalty: 4578.491211
	Iteration 84Q: 3 clusters Score -1547790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1547791.750000 Penalty: 4578.491211
	Iteration 85Q: 3 clusters Score -1547792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1547795.125000 Penalty: 4578.491211
	Iteration 86Q: 3 clusters Score -1547795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1547795.000000 Penalty: 4578.491211
	Iteration 87Q: 3 clusters Score -1547795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1547797.000000 Penalty: 4578.491211
	Iteration 88Q: 3 clusters Score -1547797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1547797.875000 Penalty: 4578.491211
	Iteration 89Q: 3 clusters Score -1547798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1547801.250000 Penalty: 4578.491211
	Iteration 90Q: 3 clusters Score -1547801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1547805.375000 Penalty: 4578.491211
	Iteration 91Q: 3 clusters Score -1547805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1547804.875000 Penalty: 4578.491211
	Iteration 92Q: 3 clusters Score -1547805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1547805.000000 Penalty: 4578.491211
	Iteration 93Q: 3 clusters Score -1547805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1547805.000000 Penalty: 4578.491211
	Iteration 94F: 3 clusters Score -1547805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -251434.125000 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -251434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249084.750000 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -249084.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -249615.750000 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -249615.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -250114.968750 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -250115 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -250809.812500 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -250809.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -251593.046875 Penalty: 3707.768311
	Iteration 4F: 3 clusters Score -251593 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -252115.828125 Penalty: 3707.768311
	Iteration 5F: 3 clusters Score -252115.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -252245.187500 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -252245.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -252281.312500 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -252281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -252293.062500 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -252293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -252297.421875 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -252297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -252301.968750 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -252302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -252305.843750 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -252305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -252305.843750 Penalty: 3707.768311
	Iteration 12F: 3 clusters Score -252305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193138 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153456 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 261 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95491416.000000 Penalty: 109682.515625
Splitting cluster 14 changes total score from -95492032.000000 to -95491416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -40207.179688 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -40207.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38963.992188 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -38963.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39150.597656 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -39150.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39256.550781 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -39256.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39456.925781 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -39456.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39625.777344 Penalty: 2895.514160
	Iteration 4F: 3 clusters Score -39625.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39742.703125 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -39742.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39885.750000 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -39885.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -39970.890625 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -39970.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40006.214844 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -40006.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40045.722656 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -40045.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -40090.140625 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -40090.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -40122.546875 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -40122.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -40165.265625 Penalty: 2895.514160
	Iteration 12Q: 3 clusters Score -40165.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -40186.140625 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -40186.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -40197.808594 Penalty: 2895.514160
	Iteration 14Q: 3 clusters Score -40197.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -40218.992188 Penalty: 2895.514160
	Iteration 15Q: 3 clusters Score -40218.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -40218.992188 Penalty: 2895.514160
	Iteration 16F: 3 clusters Score -40218.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193138 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 266 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153456 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 77 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95490120.000000 Penalty: 109682.515625
Splitting cluster 15 changes total score from -95492032.000000 to -95490120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Entering Unmasked Estep 
Score: -895131.500000 Penalty: 2167.166504
	Iteration 0F: 2 clusters Score -895131.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -889896.125000 Penalty: 4334.333008
	Iteration 0F: 3 clusters Score -889896.1 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -891286.500000 Penalty: 4334.333008
	Iteration 1F: 3 clusters Score -891286.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -891622.375000 Penalty: 4334.333008
	Iteration 2F: 3 clusters Score -891622.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -891890.187500 Penalty: 4334.333008
	Iteration 3F: 3 clusters Score -891890.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -892160.625000 Penalty: 4334.333008
	Iteration 4F: 3 clusters Score -892160.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -892423.750000 Penalty: 4334.333008
	Iteration 5F: 3 clusters Score -892423.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -892700.812500 Penalty: 4334.333008
	Iteration 6F: 3 clusters Score -892700.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -893034.875000 Penalty: 4334.333008
	Iteration 7F: 3 clusters Score -893034.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -893461.500000 Penalty: 4334.333008
	Iteration 8F: 3 clusters Score -893461.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -893972.187500 Penalty: 4334.333008
	Iteration 9F: 3 clusters Score -893972.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -894293.000000 Penalty: 4334.333008
	Iteration 10Q: 3 clusters Score -894293 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -894418.625000 Penalty: 4334.333008
	Iteration 11Q: 3 clusters Score -894418.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -894474.625000 Penalty: 4334.333008
	Iteration 12Q: 3 clusters Score -894474.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -894525.437500 Penalty: 4334.333008
	Iteration 13Q: 3 clusters Score -894525.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -894575.562500 Penalty: 4334.333008
	Iteration 14Q: 3 clusters Score -894575.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -894605.500000 Penalty: 4334.333008
	Iteration 15Q: 3 clusters Score -894605.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -894629.812500 Penalty: 4334.333008
	Iteration 16Q: 3 clusters Score -894629.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -894646.437500 Penalty: 4334.333008
	Iteration 17Q: 3 clusters Score -894646.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -894655.812500 Penalty: 4334.333008
	Iteration 18Q: 3 clusters Score -894655.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -894663.062500 Penalty: 4334.333008
	Iteration 19Q: 3 clusters Score -894663.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -894670.375000 Penalty: 4334.333008
	Iteration 20F: 3 clusters Score -894670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -894674.812500 Penalty: 4334.333008
	Iteration 21Q: 3 clusters Score -894674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -894676.375000 Penalty: 4334.333008
	Iteration 22Q: 3 clusters Score -894676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -894674.875000 Penalty: 4334.333008
	Iteration 23Q: 3 clusters Score -894674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -894676.250000 Penalty: 4334.333008
	Iteration 24Q: 3 clusters Score -894676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -894676.125000 Penalty: 4334.333008
	Iteration 25Q: 3 clusters Score -894676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -894676.875000 Penalty: 4334.333008
	Iteration 26Q: 3 clusters Score -894676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -894679.000000 Penalty: 4334.333008
	Iteration 27Q: 3 clusters Score -894679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -894679.000000 Penalty: 4334.333008
	Iteration 28F: 3 clusters Score -894679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -277396.218750 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -277396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -274850.718750 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -274850.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -275325.093750 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -275325.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -275474.031250 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -275474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -275590.312500 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -275590.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -275695.750000 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -275695.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -275858.000000 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -275858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -276009.312500 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -276009.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -276100.312500 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -276100.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -276151.718750 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -276151.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276185.031250 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -276185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -276213.312500 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -276213.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -276233.906250 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -276233.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -276249.250000 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -276249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -276261.375000 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -276261.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -276270.468750 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -276270.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -276279.593750 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -276279.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -276291.343750 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -276291.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -276303.562500 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -276303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -276317.687500 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -276317.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -276343.593750 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -276343.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -276379.468750 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -276379.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -276415.875000 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -276415.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -276457.312500 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -276457.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -276489.625000 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -276489.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -276514.968750 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -276515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -276536.843750 Penalty: 3737.771973
	Iteration 25Q: 3 clusters Score -276536.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -276548.406250 Penalty: 3737.771973
	Iteration 26Q: 3 clusters Score -276548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -276551.625000 Penalty: 3737.771973
	Iteration 27Q: 3 clusters Score -276551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -276554.031250 Penalty: 3737.771973
	Iteration 28Q: 3 clusters Score -276554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -276557.343750 Penalty: 3737.771973
	Iteration 29Q: 3 clusters Score -276557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -276561.250000 Penalty: 3737.771973
	Iteration 30Q: 3 clusters Score -276561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -276565.406250 Penalty: 3737.771973
	Iteration 31Q: 3 clusters Score -276565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -276568.562500 Penalty: 3737.771973
	Iteration 32Q: 3 clusters Score -276568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -276572.125000 Penalty: 3737.771973
	Iteration 33Q: 3 clusters Score -276572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -276573.906250 Penalty: 3737.771973
	Iteration 34Q: 3 clusters Score -276573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -276573.906250 Penalty: 3737.771973
	Iteration 35F: 3 clusters Score -276573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Entering Unmasked Estep 
Score: -9230126.000000 Penalty: 2738.338867
	Iteration 0F: 2 clusters Score -9230126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -9188131.000000 Penalty: 5476.677734
	Iteration 0F: 3 clusters Score -9188131 nChanged 29024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -9204386.000000 Penalty: 5476.677734
	Iteration 1F: 3 clusters Score -9204386 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -9205098.000000 Penalty: 5476.677734
	Iteration 2Q: 3 clusters Score -9205098 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -9206100.000000 Penalty: 5476.677734
	Iteration 3Q: 3 clusters Score -9206100 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -9207556.000000 Penalty: 5476.677734
	Iteration 4Q: 3 clusters Score -9207556 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -9209944.000000 Penalty: 5476.677734
	Iteration 5F: 3 clusters Score -9209944 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -9213390.000000 Penalty: 5476.677734
	Iteration 6F: 3 clusters Score -9213390 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -9217610.000000 Penalty: 5476.677734
	Iteration 7F: 3 clusters Score -9217610 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -9221893.000000 Penalty: 5476.677734
	Iteration 8F: 3 clusters Score -9221893 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -9225516.000000 Penalty: 5476.677734
	Iteration 9Q: 3 clusters Score -9225516 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -9227240.000000 Penalty: 5476.677734
	Iteration 10Q: 3 clusters Score -9227240 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -9227836.000000 Penalty: 5476.677734
	Iteration 11Q: 3 clusters Score -9227836 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -9228152.000000 Penalty: 5476.677734
	Iteration 12Q: 3 clusters Score -9228152 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -9228321.000000 Penalty: 5476.677734
	Iteration 13Q: 3 clusters Score -9228321 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -9228406.000000 Penalty: 5476.677734
	Iteration 14Q: 3 clusters Score -9228406 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -9228454.000000 Penalty: 5476.677734
	Iteration 15Q: 3 clusters Score -9228454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -9228511.000000 Penalty: 5476.677734
	Iteration 16Q: 3 clusters Score -9228511 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -9228525.000000 Penalty: 5476.677734
	Iteration 17Q: 3 clusters Score -9228525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -9228541.000000 Penalty: 5476.677734
	Iteration 18Q: 3 clusters Score -9228541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -9228563.000000 Penalty: 5476.677734
	Iteration 19Q: 3 clusters Score -9228563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -9228583.000000 Penalty: 5476.677734
	Iteration 20F: 3 clusters Score -9228583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -9228593.000000 Penalty: 5476.677734
	Iteration 21Q: 3 clusters Score -9228593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -9228591.000000 Penalty: 5476.677734
	Iteration 22Q: 3 clusters Score -9228591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -9228594.000000 Penalty: 5476.677734
	Iteration 23Q: 3 clusters Score -9228594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -9228606.000000 Penalty: 5476.677734
	Iteration 24Q: 3 clusters Score -9228606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -9228614.000000 Penalty: 5476.677734
	Iteration 25Q: 3 clusters Score -9228614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -9228622.000000 Penalty: 5476.677734
	Iteration 26Q: 3 clusters Score -9228622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -9228628.000000 Penalty: 5476.677734
	Iteration 27Q: 3 clusters Score -9228628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -9228619.000000 Penalty: 5476.677734
	Iteration 28Q: 3 clusters Score -9228619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -9228619.000000 Penalty: 5476.677734
	Iteration 29Q: 3 clusters Score -9228619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -9228606.000000 Penalty: 5476.677734
	Iteration 30Q: 3 clusters Score -9228606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -9228610.000000 Penalty: 5476.677734
	Iteration 31Q: 3 clusters Score -9228610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -9228625.000000 Penalty: 5476.677734
	Iteration 32Q: 3 clusters Score -9228625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -9228624.000000 Penalty: 5476.677734
	Iteration 33Q: 3 clusters Score -9228624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -9228636.000000 Penalty: 5476.677734
	Iteration 34Q: 3 clusters Score -9228636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -9228637.000000 Penalty: 5476.677734
	Iteration 35Q: 3 clusters Score -9228637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -9228633.000000 Penalty: 5476.677734
	Iteration 36Q: 3 clusters Score -9228633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -9228629.000000 Penalty: 5476.677734
	Iteration 37Q: 3 clusters Score -9228629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -9228629.000000 Penalty: 5476.677734
	Iteration 38F: 3 clusters Score -9228629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -863395.500000 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -863395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -858164.812500 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -858164.8 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -859607.062500 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -859607.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -859899.875000 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -859899.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -860111.437500 Penalty: 4334.571777
	Iteration 3F: 3 clusters Score -860111.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -860315.500000 Penalty: 4334.571777
	Iteration 4Q: 3 clusters Score -860315.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -860515.750000 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -860515.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -860718.562500 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -860718.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -860932.937500 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -860932.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -861149.312500 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -861149.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -861310.187500 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -861310.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -861431.375000 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -861431.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -861540.625000 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -861540.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -861622.625000 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -861622.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -861686.750000 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -861686.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -861721.312500 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -861721.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -861756.000000 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -861756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -861785.250000 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -861785.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -861806.937500 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -861806.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -861830.312500 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -861830.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -861850.250000 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -861850.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -861865.062500 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -861865.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -861872.187500 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -861872.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -861880.875000 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -861880.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -861885.000000 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -861885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -861894.125000 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -861894.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -861904.062500 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -861904.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -861910.500000 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -861910.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -861914.687500 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -861914.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -861917.500000 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -861917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -861917.187500 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -861917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -861917.125000 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -861917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -861918.125000 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -861918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -861917.250000 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -861917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -861917.250000 Penalty: 4334.571777
	Iteration 33F: 3 clusters Score -861917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -366227.125000 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -366227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -363252.437500 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -363252.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -363843.593750 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -363843.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -364016.593750 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -364016.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -364113.718750 Penalty: 3883.693848
	Iteration 3Q: 3 clusters Score -364113.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -364181.531250 Penalty: 3883.693848
	Iteration 4Q: 3 clusters Score -364181.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -364217.781250 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -364217.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -364245.562500 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -364245.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -364269.218750 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -364269.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -364286.843750 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -364286.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364300.156250 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -364300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -364310.218750 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -364310.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -364318.125000 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -364318.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -364328.343750 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -364328.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -364336.156250 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -364336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -364345.968750 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -364346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -364352.781250 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -364352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -364360.625000 Penalty: 3883.693848
	Iteration 16Q: 3 clusters Score -364360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -364365.656250 Penalty: 3883.693848
	Iteration 17Q: 3 clusters Score -364365.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -364372.187500 Penalty: 3883.693848
	Iteration 18Q: 3 clusters Score -364372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -364376.468750 Penalty: 3883.693848
	Iteration 19Q: 3 clusters Score -364376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -364378.718750 Penalty: 3883.693848
	Iteration 20F: 3 clusters Score -364378.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -364381.500000 Penalty: 3883.693848
	Iteration 21Q: 3 clusters Score -364381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -364381.843750 Penalty: 3883.693848
	Iteration 22Q: 3 clusters Score -364381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -364382.468750 Penalty: 3883.693848
	Iteration 23Q: 3 clusters Score -364382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -364383.000000 Penalty: 3883.693848
	Iteration 24Q: 3 clusters Score -364383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -364383.531250 Penalty: 3883.693848
	Iteration 25Q: 3 clusters Score -364383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -364383.531250 Penalty: 3883.693848
	Iteration 26F: 3 clusters Score -364383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -1628735.625000 Penalty: 2346.024170
	Iteration 0F: 2 clusters Score -1628736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1619295.375000 Penalty: 4692.048340
	Iteration 0F: 3 clusters Score -1619295 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1622429.000000 Penalty: 4692.048340
	Iteration 1F: 3 clusters Score -1622429 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1623055.125000 Penalty: 4692.048340
	Iteration 2F: 3 clusters Score -1623055 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1623594.625000 Penalty: 4692.048340
	Iteration 3F: 3 clusters Score -1623595 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1624034.000000 Penalty: 4692.048340
	Iteration 4F: 3 clusters Score -1624034 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1624387.500000 Penalty: 4692.048340
	Iteration 5Q: 3 clusters Score -1624388 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1624687.375000 Penalty: 4692.048340
	Iteration 6Q: 3 clusters Score -1624687 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1624943.750000 Penalty: 4692.048340
	Iteration 7Q: 3 clusters Score -1624944 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1625132.000000 Penalty: 4692.048340
	Iteration 8Q: 3 clusters Score -1625132 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1625279.000000 Penalty: 4692.048340
	Iteration 9Q: 3 clusters Score -1625279 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1625381.625000 Penalty: 4692.048340
	Iteration 10Q: 3 clusters Score -1625382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1625451.875000 Penalty: 4692.048340
	Iteration 11Q: 3 clusters Score -1625452 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1625513.500000 Penalty: 4692.048340
	Iteration 12Q: 3 clusters Score -1625514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1625564.125000 Penalty: 4692.048340
	Iteration 13Q: 3 clusters Score -1625564 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1625627.625000 Penalty: 4692.048340
	Iteration 14Q: 3 clusters Score -1625628 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1625676.750000 Penalty: 4692.048340
	Iteration 15Q: 3 clusters Score -1625677 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1625712.375000 Penalty: 4692.048340
	Iteration 16Q: 3 clusters Score -1625712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1625747.875000 Penalty: 4692.048340
	Iteration 17Q: 3 clusters Score -1625748 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1625781.250000 Penalty: 4692.048340
	Iteration 18Q: 3 clusters Score -1625781 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1625824.375000 Penalty: 4692.048340
	Iteration 19Q: 3 clusters Score -1625824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1625848.625000 Penalty: 4692.048340
	Iteration 20F: 3 clusters Score -1625849 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1625869.750000 Penalty: 4692.048340
	Iteration 21Q: 3 clusters Score -1625870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1625890.500000 Penalty: 4692.048340
	Iteration 22Q: 3 clusters Score -1625890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1625921.375000 Penalty: 4692.048340
	Iteration 23Q: 3 clusters Score -1625921 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1625956.625000 Penalty: 4692.048340
	Iteration 24Q: 3 clusters Score -1625957 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1626004.750000 Penalty: 4692.048340
	Iteration 25Q: 3 clusters Score -1626005 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1626046.875000 Penalty: 4692.048340
	Iteration 26Q: 3 clusters Score -1626047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1626109.250000 Penalty: 4692.048340
	Iteration 27Q: 3 clusters Score -1626109 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1626177.500000 Penalty: 4692.048340
	Iteration 28Q: 3 clusters Score -1626178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1626233.750000 Penalty: 4692.048340
	Iteration 29Q: 3 clusters Score -1626234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1626294.875000 Penalty: 4692.048340
	Iteration 30Q: 3 clusters Score -1626295 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1626354.625000 Penalty: 4692.048340
	Iteration 31Q: 3 clusters Score -1626355 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1626418.500000 Penalty: 4692.048340
	Iteration 32Q: 3 clusters Score -1626418 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1626469.375000 Penalty: 4692.048340
	Iteration 33Q: 3 clusters Score -1626469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1626509.375000 Penalty: 4692.048340
	Iteration 34Q: 3 clusters Score -1626509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1626538.500000 Penalty: 4692.048340
	Iteration 35Q: 3 clusters Score -1626538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1626568.500000 Penalty: 4692.048340
	Iteration 36Q: 3 clusters Score -1626568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1626584.625000 Penalty: 4692.048340
	Iteration 37Q: 3 clusters Score -1626585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1626601.500000 Penalty: 4692.048340
	Iteration 38Q: 3 clusters Score -1626602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1626617.125000 Penalty: 4692.048340
	Iteration 39Q: 3 clusters Score -1626617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1626624.875000 Penalty: 4692.048340
	Iteration 40F: 3 clusters Score -1626625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1626633.250000 Penalty: 4692.048340
	Iteration 41Q: 3 clusters Score -1626633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1626647.250000 Penalty: 4692.048340
	Iteration 42Q: 3 clusters Score -1626647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1626659.500000 Penalty: 4692.048340
	Iteration 43Q: 3 clusters Score -1626660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1626669.125000 Penalty: 4692.048340
	Iteration 44Q: 3 clusters Score -1626669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1626673.250000 Penalty: 4692.048340
	Iteration 45Q: 3 clusters Score -1626673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1626678.000000 Penalty: 4692.048340
	Iteration 46Q: 3 clusters Score -1626678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1626684.750000 Penalty: 4692.048340
	Iteration 47Q: 3 clusters Score -1626685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1626685.750000 Penalty: 4692.048340
	Iteration 48Q: 3 clusters Score -1626686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1626690.125000 Penalty: 4692.048340
	Iteration 49Q: 3 clusters Score -1626690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1626695.250000 Penalty: 4692.048340
	Iteration 50Q: 3 clusters Score -1626695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1626697.000000 Penalty: 4692.048340
	Iteration 51Q: 3 clusters Score -1626697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1626696.375000 Penalty: 4692.048340
	Iteration 52Q: 3 clusters Score -1626696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1626699.750000 Penalty: 4692.048340
	Iteration 53Q: 3 clusters Score -1626700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1626698.625000 Penalty: 4692.048340
	Iteration 54Q: 3 clusters Score -1626699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1626698.375000 Penalty: 4692.048340
	Iteration 55Q: 3 clusters Score -1626698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1626701.000000 Penalty: 4692.048340
	Iteration 56Q: 3 clusters Score -1626701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1626704.375000 Penalty: 4692.048340
	Iteration 57Q: 3 clusters Score -1626704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1626706.000000 Penalty: 4692.048340
	Iteration 58Q: 3 clusters Score -1626706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1626708.125000 Penalty: 4692.048340
	Iteration 59Q: 3 clusters Score -1626708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1626707.625000 Penalty: 4692.048340
	Iteration 60F: 3 clusters Score -1626708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1626709.125000 Penalty: 4692.048340
	Iteration 61Q: 3 clusters Score -1626709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1626713.375000 Penalty: 4692.048340
	Iteration 62Q: 3 clusters Score -1626713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1626714.250000 Penalty: 4692.048340
	Iteration 63Q: 3 clusters Score -1626714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1626714.875000 Penalty: 4692.048340
	Iteration 64Q: 3 clusters Score -1626715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1626714.500000 Penalty: 4692.048340
	Iteration 65Q: 3 clusters Score -1626714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1626715.875000 Penalty: 4692.048340
	Iteration 66Q: 3 clusters Score -1626716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1626719.625000 Penalty: 4692.048340
	Iteration 67Q: 3 clusters Score -1626720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1626721.000000 Penalty: 4692.048340
	Iteration 68Q: 3 clusters Score -1626721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1626720.375000 Penalty: 4692.048340
	Iteration 69Q: 3 clusters Score -1626720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1626723.625000 Penalty: 4692.048340
	Iteration 70Q: 3 clusters Score -1626724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1626722.125000 Penalty: 4692.048340
	Iteration 71Q: 3 clusters Score -1626722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1626722.500000 Penalty: 4692.048340
	Iteration 72Q: 3 clusters Score -1626722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1626725.250000 Penalty: 4692.048340
	Iteration 73Q: 3 clusters Score -1626725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1626729.375000 Penalty: 4692.048340
	Iteration 74Q: 3 clusters Score -1626729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1626728.500000 Penalty: 4692.048340
	Iteration 75Q: 3 clusters Score -1626728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1626728.000000 Penalty: 4692.048340
	Iteration 76Q: 3 clusters Score -1626728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1626729.500000 Penalty: 4692.048340
	Iteration 77Q: 3 clusters Score -1626730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1626730.125000 Penalty: 4692.048340
	Iteration 78Q: 3 clusters Score -1626730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1626730.125000 Penalty: 4692.048340
	Iteration 79F: 3 clusters Score -1626730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Entering Unmasked Estep 
Score: -4959426.000000 Penalty: 2584.341553
	Iteration 0F: 2 clusters Score -4959426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4936406.000000 Penalty: 5168.683105
	Iteration 0F: 3 clusters Score -4936406 nChanged 15372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4944687.500000 Penalty: 5168.683105
	Iteration 1F: 3 clusters Score -4944688 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4945148.000000 Penalty: 5168.683105
	Iteration 2Q: 3 clusters Score -4945148 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4945448.000000 Penalty: 5168.683105
	Iteration 3Q: 3 clusters Score -4945448 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4945738.500000 Penalty: 5168.683105
	Iteration 4Q: 3 clusters Score -4945738 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4946074.000000 Penalty: 5168.683105
	Iteration 5Q: 3 clusters Score -4946074 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4946459.000000 Penalty: 5168.683105
	Iteration 6Q: 3 clusters Score -4946459 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4946981.500000 Penalty: 5168.683105
	Iteration 7Q: 3 clusters Score -4946982 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4947671.000000 Penalty: 5168.683105
	Iteration 8Q: 3 clusters Score -4947671 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4948708.000000 Penalty: 5168.683105
	Iteration 9F: 3 clusters Score -4948708 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -4950019.500000 Penalty: 5168.683105
	Iteration 10F: 3 clusters Score -4950020 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -4951693.500000 Penalty: 5168.683105
	Iteration 11F: 3 clusters Score -4951694 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4953396.000000 Penalty: 5168.683105
	Iteration 12F: 3 clusters Score -4953396 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4954838.500000 Penalty: 5168.683105
	Iteration 13Q: 3 clusters Score -4954838 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4955726.000000 Penalty: 5168.683105
	Iteration 14Q: 3 clusters Score -4955726 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4956337.000000 Penalty: 5168.683105
	Iteration 15Q: 3 clusters Score -4956337 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4956666.000000 Penalty: 5168.683105
	Iteration 16Q: 3 clusters Score -4956666 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4956873.000000 Penalty: 5168.683105
	Iteration 17Q: 3 clusters Score -4956873 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4956984.000000 Penalty: 5168.683105
	Iteration 18Q: 3 clusters Score -4956984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4957067.500000 Penalty: 5168.683105
	Iteration 19Q: 3 clusters Score -4957068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4957136.500000 Penalty: 5168.683105
	Iteration 20F: 3 clusters Score -4957136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4957184.000000 Penalty: 5168.683105
	Iteration 21Q: 3 clusters Score -4957184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4957211.500000 Penalty: 5168.683105
	Iteration 22Q: 3 clusters Score -4957212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4957217.500000 Penalty: 5168.683105
	Iteration 23Q: 3 clusters Score -4957218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4957238.500000 Penalty: 5168.683105
	Iteration 24Q: 3 clusters Score -4957238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4957248.000000 Penalty: 5168.683105
	Iteration 25Q: 3 clusters Score -4957248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4957264.000000 Penalty: 5168.683105
	Iteration 26Q: 3 clusters Score -4957264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4957270.500000 Penalty: 5168.683105
	Iteration 27Q: 3 clusters Score -4957270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4957281.500000 Penalty: 5168.683105
	Iteration 28Q: 3 clusters Score -4957282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4957291.000000 Penalty: 5168.683105
	Iteration 29Q: 3 clusters Score -4957291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4957290.500000 Penalty: 5168.683105
	Iteration 30Q: 3 clusters Score -4957290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4957291.000000 Penalty: 5168.683105
	Iteration 31Q: 3 clusters Score -4957291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4957291.000000 Penalty: 5168.683105
	Iteration 32Q: 3 clusters Score -4957291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4957294.500000 Penalty: 5168.683105
	Iteration 33Q: 3 clusters Score -4957294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4957297.500000 Penalty: 5168.683105
	Iteration 34Q: 3 clusters Score -4957298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4957296.500000 Penalty: 5168.683105
	Iteration 35Q: 3 clusters Score -4957296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -4957289.000000 Penalty: 5168.683105
	Iteration 36Q: 3 clusters Score -4957289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4957287.500000 Penalty: 5168.683105
	Iteration 37Q: 3 clusters Score -4957288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4957285.500000 Penalty: 5168.683105
	Iteration 38Q: 3 clusters Score -4957286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4957285.500000 Penalty: 5168.683105
	Iteration 39F: 3 clusters Score -4957286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -48701.617188 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -48701.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47373.781250 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -47373.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47475.273438 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -47475.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47500.746094 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -47500.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47510.726562 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -47510.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47510.726562 Penalty: 2880.838867
	Iteration 4F: 3 clusters Score -47510.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -88686.390625 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -88686.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87014.546875 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -87014.55 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87692.070312 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -87692.07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88244.117188 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -88244.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88448.968750 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -88448.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -88622.843750 Penalty: 3340.947021
	Iteration 4Q: 3 clusters Score -88622.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88724.312500 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -88724.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -88778.171875 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -88778.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -88798.453125 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -88798.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88809.796875 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -88809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88814.382812 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -88814.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -88818.507812 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -88818.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -88821.664062 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -88821.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88823.843750 Penalty: 3340.947021
	Iteration 12Q: 3 clusters Score -88823.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88826.820312 Penalty: 3340.947021
	Iteration 13Q: 3 clusters Score -88826.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88828.218750 Penalty: 3340.947021
	Iteration 14Q: 3 clusters Score -88828.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88828.218750 Penalty: 3340.947021
	Iteration 15F: 3 clusters Score -88828.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193138 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 577 members 
Mstep: Class 25 contains 153456 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95490520.000000 Penalty: 109682.515625
Splitting cluster 24 changes total score from -95492032.000000 to -95490520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (153456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Entering Unmasked Estep 
Score: -22887192.000000 Penalty: 2961.409912
	Iteration 0F: 2 clusters Score -2.288719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -22788458.000000 Penalty: 5922.819824
	Iteration 0F: 3 clusters Score -2.278846e+07 nChanged 73523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -22831388.000000 Penalty: 5922.819824
	Iteration 1F: 3 clusters Score -2.283139e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -22833000.000000 Penalty: 5922.819824
	Iteration 2Q: 3 clusters Score -2.2833e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -22835146.000000 Penalty: 5922.819824
	Iteration 3Q: 3 clusters Score -2.283515e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -22838712.000000 Penalty: 5922.819824
	Iteration 4Q: 3 clusters Score -2.283871e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -22842834.000000 Penalty: 5922.819824
	Iteration 5F: 3 clusters Score -2.284283e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -22847968.000000 Penalty: 5922.819824
	Iteration 6F: 3 clusters Score -2.284797e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -22854474.000000 Penalty: 5922.819824
	Iteration 7F: 3 clusters Score -2.285447e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -22860842.000000 Penalty: 5922.819824
	Iteration 8F: 3 clusters Score -2.286084e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -22865548.000000 Penalty: 5922.819824
	Iteration 9F: 3 clusters Score -2.286555e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -22867944.000000 Penalty: 5922.819824
	Iteration 10Q: 3 clusters Score -2.286794e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -22869042.000000 Penalty: 5922.819824
	Iteration 11Q: 3 clusters Score -2.286904e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -22869602.000000 Penalty: 5922.819824
	Iteration 12Q: 3 clusters Score -2.28696e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -22870006.000000 Penalty: 5922.819824
	Iteration 13Q: 3 clusters Score -2.287001e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 101454 members 
Entering Unmasked Estep 
Score: -22870450.000000 Penalty: 5922.819824
	Iteration 14Q: 3 clusters Score -2.287045e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -22870970.000000 Penalty: 5922.819824
	Iteration 15Q: 3 clusters Score -2.287097e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -22871644.000000 Penalty: 5922.819824
	Iteration 16Q: 3 clusters Score -2.287164e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -22872344.000000 Penalty: 5922.819824
	Iteration 17Q: 3 clusters Score -2.287234e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -22872866.000000 Penalty: 5922.819824
	Iteration 18Q: 3 clusters Score -2.287287e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 112732 members 
Entering Unmasked Estep 
Score: -22873944.000000 Penalty: 5922.819824
	Iteration 19Q: 3 clusters Score -2.287394e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -22875064.000000 Penalty: 5922.819824
	Iteration 20F: 3 clusters Score -2.287506e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -22876038.000000 Penalty: 5922.819824
	Iteration 21Q: 3 clusters Score -2.287604e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 120542 members 
Entering Unmasked Estep 
Score: -22877102.000000 Penalty: 5922.819824
	Iteration 22Q: 3 clusters Score -2.28771e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -22878010.000000 Penalty: 5922.819824
	Iteration 23Q: 3 clusters Score -2.287801e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -22878774.000000 Penalty: 5922.819824
	Iteration 24Q: 3 clusters Score -2.287877e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -22879642.000000 Penalty: 5922.819824
	Iteration 25Q: 3 clusters Score -2.287964e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -22880226.000000 Penalty: 5922.819824
	Iteration 26Q: 3 clusters Score -2.288023e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
Score: -22880672.000000 Penalty: 5922.819824
	Iteration 27Q: 3 clusters Score -2.288067e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -22881064.000000 Penalty: 5922.819824
	Iteration 28Q: 3 clusters Score -2.288106e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 135629 members 
Entering Unmasked Estep 
Score: -22881374.000000 Penalty: 5922.819824
	Iteration 29Q: 3 clusters Score -2.288137e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 137123 members 
Entering Unmasked Estep 
Score: -22881592.000000 Penalty: 5922.819824
	Iteration 30Q: 3 clusters Score -2.288159e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 138511 members 
Entering Unmasked Estep 
Score: -22881834.000000 Penalty: 5922.819824
	Iteration 31Q: 3 clusters Score -2.288183e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -22881984.000000 Penalty: 5922.819824
	Iteration 32Q: 3 clusters Score -2.288198e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 140930 members 
Entering Unmasked Estep 
Score: -22882226.000000 Penalty: 5922.819824
	Iteration 33Q: 3 clusters Score -2.288223e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 141986 members 
Entering Unmasked Estep 
Score: -22882532.000000 Penalty: 5922.819824
	Iteration 34Q: 3 clusters Score -2.288253e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -22882688.000000 Penalty: 5922.819824
	Iteration 35Q: 3 clusters Score -2.288269e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 143704 members 
Entering Unmasked Estep 
Score: -22882880.000000 Penalty: 5922.819824
	Iteration 36Q: 3 clusters Score -2.288288e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -22883006.000000 Penalty: 5922.819824
	Iteration 37Q: 3 clusters Score -2.288301e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -22883266.000000 Penalty: 5922.819824
	Iteration 38Q: 3 clusters Score -2.288327e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 145715 members 
Entering Unmasked Estep 
Score: -22883384.000000 Penalty: 5922.819824
	Iteration 39Q: 3 clusters Score -2.288338e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -22883520.000000 Penalty: 5922.819824
	Iteration 40F: 3 clusters Score -2.288352e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -22883706.000000 Penalty: 5922.819824
	Iteration 41Q: 3 clusters Score -2.288371e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 147194 members 
Entering Unmasked Estep 
Score: -22883794.000000 Penalty: 5922.819824
	Iteration 42Q: 3 clusters Score -2.288379e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -22883844.000000 Penalty: 5922.819824
	Iteration 43Q: 3 clusters Score -2.288384e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -22883952.000000 Penalty: 5922.819824
	Iteration 44Q: 3 clusters Score -2.288395e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 148368 members 
Entering Unmasked Estep 
Score: -22884172.000000 Penalty: 5922.819824
	Iteration 45Q: 3 clusters Score -2.288417e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 148665 members 
Entering Unmasked Estep 
Score: -22884198.000000 Penalty: 5922.819824
	Iteration 46Q: 3 clusters Score -2.28842e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -22884294.000000 Penalty: 5922.819824
	Iteration 47Q: 3 clusters Score -2.288429e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 149150 members 
Entering Unmasked Estep 
Score: -22884348.000000 Penalty: 5922.819824
	Iteration 48Q: 3 clusters Score -2.288435e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -22884428.000000 Penalty: 5922.819824
	Iteration 49Q: 3 clusters Score -2.288443e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 149535 members 
Entering Unmasked Estep 
Score: -22884430.000000 Penalty: 5922.819824
	Iteration 50Q: 3 clusters Score -2.288443e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 149694 members 
Entering Unmasked Estep 
Score: -22884512.000000 Penalty: 5922.819824
	Iteration 51Q: 3 clusters Score -2.288451e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
Score: -22884562.000000 Penalty: 5922.819824
	Iteration 52Q: 3 clusters Score -2.288456e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 149966 members 
Entering Unmasked Estep 
Score: -22884630.000000 Penalty: 5922.819824
	Iteration 53Q: 3 clusters Score -2.288463e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -22884670.000000 Penalty: 5922.819824
	Iteration 54Q: 3 clusters Score -2.288467e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -22884704.000000 Penalty: 5922.819824
	Iteration 55Q: 3 clusters Score -2.28847e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -22884762.000000 Penalty: 5922.819824
	Iteration 56Q: 3 clusters Score -2.288476e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 150420 members 
Entering Unmasked Estep 
Score: -22884780.000000 Penalty: 5922.819824
	Iteration 57Q: 3 clusters Score -2.288478e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 150513 members 
Entering Unmasked Estep 
Score: -22884800.000000 Penalty: 5922.819824
	Iteration 58Q: 3 clusters Score -2.28848e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -22884838.000000 Penalty: 5922.819824
	Iteration 59Q: 3 clusters Score -2.288484e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -22884860.000000 Penalty: 5922.819824
	Iteration 60F: 3 clusters Score -2.288486e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -22884888.000000 Penalty: 5922.819824
	Iteration 61Q: 3 clusters Score -2.288489e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 150828 members 
Entering Unmasked Estep 
Score: -22884918.000000 Penalty: 5922.819824
	Iteration 62Q: 3 clusters Score -2.288492e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 150892 members 
Entering Unmasked Estep 
Score: -22884952.000000 Penalty: 5922.819824
	Iteration 63Q: 3 clusters Score -2.288495e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -22884956.000000 Penalty: 5922.819824
	Iteration 64Q: 3 clusters Score -2.288496e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 151003 members 
Entering Unmasked Estep 
Score: -22884976.000000 Penalty: 5922.819824
	Iteration 65Q: 3 clusters Score -2.288498e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 151055 members 
Entering Unmasked Estep 
Score: -22884994.000000 Penalty: 5922.819824
	Iteration 66Q: 3 clusters Score -2.288499e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -22885024.000000 Penalty: 5922.819824
	Iteration 67Q: 3 clusters Score -2.288502e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -22885038.000000 Penalty: 5922.819824
	Iteration 68Q: 3 clusters Score -2.288504e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 151161 members 
Entering Unmasked Estep 
Score: -22885060.000000 Penalty: 5922.819824
	Iteration 69Q: 3 clusters Score -2.288506e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 151184 members 
Entering Unmasked Estep 
Score: -22885070.000000 Penalty: 5922.819824
	Iteration 70Q: 3 clusters Score -2.288507e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 151213 members 
Entering Unmasked Estep 
Score: -22885072.000000 Penalty: 5922.819824
	Iteration 71Q: 3 clusters Score -2.288507e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 151241 members 
Entering Unmasked Estep 
Score: -22885076.000000 Penalty: 5922.819824
	Iteration 72Q: 3 clusters Score -2.288508e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -22885116.000000 Penalty: 5922.819824
	Iteration 73Q: 3 clusters Score -2.288512e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 151285 members 
Entering Unmasked Estep 
Score: -22885164.000000 Penalty: 5922.819824
	Iteration 74Q: 3 clusters Score -2.288516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 151307 members 
Entering Unmasked Estep 
Score: -22885216.000000 Penalty: 5922.819824
	Iteration 75Q: 3 clusters Score -2.288522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 151320 members 
Entering Unmasked Estep 
Score: -22885228.000000 Penalty: 5922.819824
	Iteration 76Q: 3 clusters Score -2.288523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -22885216.000000 Penalty: 5922.819824
	Iteration 77Q: 3 clusters Score -2.288522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 151363 members 
Entering Unmasked Estep 
Score: -22885274.000000 Penalty: 5922.819824
	Iteration 78Q: 3 clusters Score -2.288527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 151382 members 
Entering Unmasked Estep 
Score: -22885258.000000 Penalty: 5922.819824
	Iteration 79Q: 3 clusters Score -2.288526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -22885296.000000 Penalty: 5922.819824
	Iteration 80F: 3 clusters Score -2.28853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -22885272.000000 Penalty: 5922.819824
	Iteration 81Q: 3 clusters Score -2.288527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 151420 members 
Entering Unmasked Estep 
Score: -22885272.000000 Penalty: 5922.819824
	Iteration 82Q: 3 clusters Score -2.288527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -22885306.000000 Penalty: 5922.819824
	Iteration 83Q: 3 clusters Score -2.288531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -22885322.000000 Penalty: 5922.819824
	Iteration 84Q: 3 clusters Score -2.288532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -22885308.000000 Penalty: 5922.819824
	Iteration 85Q: 3 clusters Score -2.288531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 151453 members 
Entering Unmasked Estep 
Score: -22885320.000000 Penalty: 5922.819824
	Iteration 86Q: 3 clusters Score -2.288532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 151455 members 
Entering Unmasked Estep 
Score: -22885326.000000 Penalty: 5922.819824
	Iteration 87Q: 3 clusters Score -2.288533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 151457 members 
Entering Unmasked Estep 
Score: -22885334.000000 Penalty: 5922.819824
	Iteration 88Q: 3 clusters Score -2.288533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 151461 members 
Entering Unmasked Estep 
Score: -22885332.000000 Penalty: 5922.819824
	Iteration 89Q: 3 clusters Score -2.288533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -22885342.000000 Penalty: 5922.819824
	Iteration 90Q: 3 clusters Score -2.288534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -22885352.000000 Penalty: 5922.819824
	Iteration 91Q: 3 clusters Score -2.288535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 151476 members 
Entering Unmasked Estep 
Score: -22885324.000000 Penalty: 5922.819824
	Iteration 92Q: 3 clusters Score -2.288532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -22885328.000000 Penalty: 5922.819824
	Iteration 93Q: 3 clusters Score -2.288533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 151491 members 
Entering Unmasked Estep 
Score: -22885336.000000 Penalty: 5922.819824
	Iteration 94Q: 3 clusters Score -2.288534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 151498 members 
Entering Unmasked Estep 
Score: -22885348.000000 Penalty: 5922.819824
	Iteration 95Q: 3 clusters Score -2.288535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -22885342.000000 Penalty: 5922.819824
	Iteration 96Q: 3 clusters Score -2.288534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -22885356.000000 Penalty: 5922.819824
	Iteration 97Q: 3 clusters Score -2.288536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 151537 members 
Entering Unmasked Estep 
Score: -22885370.000000 Penalty: 5922.819824
	Iteration 98Q: 3 clusters Score -2.288537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -22885366.000000 Penalty: 5922.819824
	Iteration 99Q: 3 clusters Score -2.288537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 151545 members 
Entering Unmasked Estep 
Score: -22885374.000000 Penalty: 5922.819824
	Iteration 100F: 3 clusters Score -2.288537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -22885390.000000 Penalty: 5922.819824
	Iteration 101Q: 3 clusters Score -2.288539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -22885380.000000 Penalty: 5922.819824
	Iteration 102Q: 3 clusters Score -2.288538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -22885396.000000 Penalty: 5922.819824
	Iteration 103Q: 3 clusters Score -2.28854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -22885386.000000 Penalty: 5922.819824
	Iteration 104Q: 3 clusters Score -2.288539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 151568 members 
Entering Unmasked Estep 
Score: -22885408.000000 Penalty: 5922.819824
	Iteration 105Q: 3 clusters Score -2.288541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -22885428.000000 Penalty: 5922.819824
	Iteration 106Q: 3 clusters Score -2.288543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -22885424.000000 Penalty: 5922.819824
	Iteration 107Q: 3 clusters Score -2.288542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -22885414.000000 Penalty: 5922.819824
	Iteration 108Q: 3 clusters Score -2.288541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -22885408.000000 Penalty: 5922.819824
	Iteration 109Q: 3 clusters Score -2.288541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -22885424.000000 Penalty: 5922.819824
	Iteration 110Q: 3 clusters Score -2.288542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -22885434.000000 Penalty: 5922.819824
	Iteration 111Q: 3 clusters Score -2.288543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 151606 members 
Entering Unmasked Estep 
Score: -22885420.000000 Penalty: 5922.819824
	Iteration 112Q: 3 clusters Score -2.288542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 151609 members 
Entering Unmasked Estep 
Score: -22885428.000000 Penalty: 5922.819824
	Iteration 113Q: 3 clusters Score -2.288543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 151610 members 
Entering Unmasked Estep 
Score: -22885422.000000 Penalty: 5922.819824
	Iteration 114Q: 3 clusters Score -2.288542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -22885418.000000 Penalty: 5922.819824
	Iteration 115Q: 3 clusters Score -2.288542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 151631 members 
Entering Unmasked Estep 
Score: -22885432.000000 Penalty: 5922.819824
	Iteration 116Q: 3 clusters Score -2.288543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -22885438.000000 Penalty: 5922.819824
	Iteration 117Q: 3 clusters Score -2.288544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 151663 members 
Entering Unmasked Estep 
Score: -22885446.000000 Penalty: 5922.819824
	Iteration 118Q: 3 clusters Score -2.288545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 151674 members 
Entering Unmasked Estep 
Score: -22885460.000000 Penalty: 5922.819824
	Iteration 119Q: 3 clusters Score -2.288546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 151691 members 
Entering Unmasked Estep 
Score: -22885490.000000 Penalty: 5922.819824
	Iteration 120F: 3 clusters Score -2.288549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 151707 members 
Entering Unmasked Estep 
Score: -22885494.000000 Penalty: 5922.819824
	Iteration 121Q: 3 clusters Score -2.288549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 151716 members 
Entering Unmasked Estep 
Score: -22885496.000000 Penalty: 5922.819824
	Iteration 122Q: 3 clusters Score -2.28855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 151727 members 
Entering Unmasked Estep 
Score: -22885528.000000 Penalty: 5922.819824
	Iteration 123Q: 3 clusters Score -2.288553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -22885510.000000 Penalty: 5922.819824
	Iteration 124Q: 3 clusters Score -2.288551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 151746 members 
Entering Unmasked Estep 
Score: -22885516.000000 Penalty: 5922.819824
	Iteration 125Q: 3 clusters Score -2.288552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 151751 members 
Entering Unmasked Estep 
Score: -22885514.000000 Penalty: 5922.819824
	Iteration 126Q: 3 clusters Score -2.288551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -22885502.000000 Penalty: 5922.819824
	Iteration 127Q: 3 clusters Score -2.28855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -22885512.000000 Penalty: 5922.819824
	Iteration 128Q: 3 clusters Score -2.288551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 151782 members 
Entering Unmasked Estep 
Score: -22885492.000000 Penalty: 5922.819824
	Iteration 129Q: 3 clusters Score -2.288549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 151795 members 
Entering Unmasked Estep 
Score: -22885520.000000 Penalty: 5922.819824
	Iteration 130Q: 3 clusters Score -2.288552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -22885516.000000 Penalty: 5922.819824
	Iteration 131Q: 3 clusters Score -2.288552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 151809 members 
Entering Unmasked Estep 
Score: -22885526.000000 Penalty: 5922.819824
	Iteration 132Q: 3 clusters Score -2.288553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 151811 members 
Entering Unmasked Estep 
Score: -22885524.000000 Penalty: 5922.819824
	Iteration 133Q: 3 clusters Score -2.288552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -22885534.000000 Penalty: 5922.819824
	Iteration 134Q: 3 clusters Score -2.288553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 151819 members 
Entering Unmasked Estep 
Score: -22885534.000000 Penalty: 5922.819824
	Iteration 135Q: 3 clusters Score -2.288553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -22885538.000000 Penalty: 5922.819824
	Iteration 136Q: 3 clusters Score -2.288554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 151829 members 
Entering Unmasked Estep 
Score: -22885522.000000 Penalty: 5922.819824
	Iteration 137Q: 3 clusters Score -2.288552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 151834 members 
Entering Unmasked Estep 
Score: -22885536.000000 Penalty: 5922.819824
	Iteration 138Q: 3 clusters Score -2.288554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 151843 members 
Entering Unmasked Estep 
Score: -22885550.000000 Penalty: 5922.819824
	Iteration 139Q: 3 clusters Score -2.288555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 151849 members 
Entering Unmasked Estep 
Score: -22885562.000000 Penalty: 5922.819824
	Iteration 140F: 3 clusters Score -2.288556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -22885570.000000 Penalty: 5922.819824
	Iteration 141Q: 3 clusters Score -2.288557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 151863 members 
Entering Unmasked Estep 
Score: -22885558.000000 Penalty: 5922.819824
	Iteration 142Q: 3 clusters Score -2.288556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 151867 members 
Entering Unmasked Estep 
Score: -22885562.000000 Penalty: 5922.819824
	Iteration 143Q: 3 clusters Score -2.288556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 151868 members 
Entering Unmasked Estep 
Score: -22885548.000000 Penalty: 5922.819824
	Iteration 144Q: 3 clusters Score -2.288555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 151869 members 
Entering Unmasked Estep 
Score: -22885570.000000 Penalty: 5922.819824
	Iteration 145Q: 3 clusters Score -2.288557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 151870 members 
Entering Unmasked Estep 
Score: -22885574.000000 Penalty: 5922.819824
	Iteration 146Q: 3 clusters Score -2.288557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 151871 members 
Entering Unmasked Estep 
Score: -22885552.000000 Penalty: 5922.819824
	Iteration 147Q: 3 clusters Score -2.288555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 151872 members 
Entering Unmasked Estep 
Score: -22885566.000000 Penalty: 5922.819824
	Iteration 148Q: 3 clusters Score -2.288557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -22885586.000000 Penalty: 5922.819824
	Iteration 149Q: 3 clusters Score -2.288559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -22885576.000000 Penalty: 5922.819824
	Iteration 150Q: 3 clusters Score -2.288558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -22885580.000000 Penalty: 5922.819824
	Iteration 151Q: 3 clusters Score -2.288558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 151880 members 
Entering Unmasked Estep 
Score: -22885572.000000 Penalty: 5922.819824
	Iteration 152Q: 3 clusters Score -2.288557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 151881 members 
Entering Unmasked Estep 
Score: -22885566.000000 Penalty: 5922.819824
	Iteration 153Q: 3 clusters Score -2.288557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -22885574.000000 Penalty: 5922.819824
	Iteration 154Q: 3 clusters Score -2.288557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -22885576.000000 Penalty: 5922.819824
	Iteration 155Q: 3 clusters Score -2.288558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -22885574.000000 Penalty: 5922.819824
	Iteration 156Q: 3 clusters Score -2.288557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -22885572.000000 Penalty: 5922.819824
	Iteration 157Q: 3 clusters Score -2.288557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -22885572.000000 Penalty: 5922.819824
	Iteration 158F: 3 clusters Score -2.288557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -716933.187500 Penalty: 2116.931641
	Iteration 0F: 2 clusters Score -716933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -712336.187500 Penalty: 4233.863281
	Iteration 0F: 3 clusters Score -712336.2 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -713441.625000 Penalty: 4233.863281
	Iteration 1F: 3 clusters Score -713441.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -713660.625000 Penalty: 4233.863281
	Iteration 2F: 3 clusters Score -713660.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -713795.250000 Penalty: 4233.863281
	Iteration 3F: 3 clusters Score -713795.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -713883.312500 Penalty: 4233.863281
	Iteration 4Q: 3 clusters Score -713883.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -713949.812500 Penalty: 4233.863281
	Iteration 5Q: 3 clusters Score -713949.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -714017.875000 Penalty: 4233.863281
	Iteration 6Q: 3 clusters Score -714017.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -714073.500000 Penalty: 4233.863281
	Iteration 7Q: 3 clusters Score -714073.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -714121.125000 Penalty: 4233.863281
	Iteration 8Q: 3 clusters Score -714121.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -714176.375000 Penalty: 4233.863281
	Iteration 9Q: 3 clusters Score -714176.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -714217.812500 Penalty: 4233.863281
	Iteration 10Q: 3 clusters Score -714217.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -714260.875000 Penalty: 4233.863281
	Iteration 11Q: 3 clusters Score -714260.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -714311.000000 Penalty: 4233.863281
	Iteration 12Q: 3 clusters Score -714311 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -714367.812500 Penalty: 4233.863281
	Iteration 13Q: 3 clusters Score -714367.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -714425.312500 Penalty: 4233.863281
	Iteration 14Q: 3 clusters Score -714425.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -714488.250000 Penalty: 4233.863281
	Iteration 15Q: 3 clusters Score -714488.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -714551.562500 Penalty: 4233.863281
	Iteration 16Q: 3 clusters Score -714551.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -714610.250000 Penalty: 4233.863281
	Iteration 17Q: 3 clusters Score -714610.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -714672.687500 Penalty: 4233.863281
	Iteration 18Q: 3 clusters Score -714672.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -714715.312500 Penalty: 4233.863281
	Iteration 19Q: 3 clusters Score -714715.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -714756.500000 Penalty: 4233.863281
	Iteration 20F: 3 clusters Score -714756.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -714793.437500 Penalty: 4233.863281
	Iteration 21Q: 3 clusters Score -714793.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -714813.000000 Penalty: 4233.863281
	Iteration 22Q: 3 clusters Score -714813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -714827.375000 Penalty: 4233.863281
	Iteration 23Q: 3 clusters Score -714827.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -714845.312500 Penalty: 4233.863281
	Iteration 24Q: 3 clusters Score -714845.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -714857.625000 Penalty: 4233.863281
	Iteration 25Q: 3 clusters Score -714857.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -714867.312500 Penalty: 4233.863281
	Iteration 26Q: 3 clusters Score -714867.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -714870.687500 Penalty: 4233.863281
	Iteration 27Q: 3 clusters Score -714870.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -714875.812500 Penalty: 4233.863281
	Iteration 28Q: 3 clusters Score -714875.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -714880.750000 Penalty: 4233.863281
	Iteration 29Q: 3 clusters Score -714880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -714886.437500 Penalty: 4233.863281
	Iteration 30Q: 3 clusters Score -714886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -714894.312500 Penalty: 4233.863281
	Iteration 31Q: 3 clusters Score -714894.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -714899.062500 Penalty: 4233.863281
	Iteration 32Q: 3 clusters Score -714899.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -714902.437500 Penalty: 4233.863281
	Iteration 33Q: 3 clusters Score -714902.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -714908.437500 Penalty: 4233.863281
	Iteration 34Q: 3 clusters Score -714908.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -714912.625000 Penalty: 4233.863281
	Iteration 35Q: 3 clusters Score -714912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -714916.125000 Penalty: 4233.863281
	Iteration 36Q: 3 clusters Score -714916.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -714919.125000 Penalty: 4233.863281
	Iteration 37Q: 3 clusters Score -714919.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -714921.750000 Penalty: 4233.863281
	Iteration 38Q: 3 clusters Score -714921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -714924.125000 Penalty: 4233.863281
	Iteration 39Q: 3 clusters Score -714924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -714925.000000 Penalty: 4233.863281
	Iteration 40F: 3 clusters Score -714925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -714926.062500 Penalty: 4233.863281
	Iteration 41Q: 3 clusters Score -714926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -714925.875000 Penalty: 4233.863281
	Iteration 42Q: 3 clusters Score -714925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -714925.500000 Penalty: 4233.863281
	Iteration 43Q: 3 clusters Score -714925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -714927.875000 Penalty: 4233.863281
	Iteration 44Q: 3 clusters Score -714927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -714927.062500 Penalty: 4233.863281
	Iteration 45Q: 3 clusters Score -714927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -714927.062500 Penalty: 4233.863281
	Iteration 46Q: 3 clusters Score -714927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -714927.375000 Penalty: 4233.863281
	Iteration 47Q: 3 clusters Score -714927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -714927.375000 Penalty: 4233.863281
	Iteration 48F: 3 clusters Score -714927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -89599.507812 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -89599.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88018.585938 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -88018.59 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88351.593750 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -88351.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88512.179688 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -88512.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88573.507812 Penalty: 3240.037842
	Iteration 3Q: 3 clusters Score -88573.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88601.796875 Penalty: 3240.037842
	Iteration 4Q: 3 clusters Score -88601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88633.359375 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -88633.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88698.718750 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -88698.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88740.265625 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -88740.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88788.929688 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -88788.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88808.421875 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -88808.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88824.828125 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -88824.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88838.507812 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -88838.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88840.906250 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -88840.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88840.906250 Penalty: 3240.037842
	Iteration 13F: 3 clusters Score -88840.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -225269.578125 Penalty: 1837.014771
	Iteration 0F: 2 clusters Score -225269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -222875.593750 Penalty: 3674.029541
	Iteration 0F: 3 clusters Score -222875.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -223385.859375 Penalty: 3674.029541
	Iteration 1F: 3 clusters Score -223385.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -223614.906250 Penalty: 3674.029541
	Iteration 2F: 3 clusters Score -223614.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -223764.390625 Penalty: 3674.029541
	Iteration 3F: 3 clusters Score -223764.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -223867.468750 Penalty: 3674.029541
	Iteration 4Q: 3 clusters Score -223867.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223959.593750 Penalty: 3674.029541
	Iteration 5Q: 3 clusters Score -223959.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -224058.500000 Penalty: 3674.029541
	Iteration 6Q: 3 clusters Score -224058.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224196.296875 Penalty: 3674.029541
	Iteration 7Q: 3 clusters Score -224196.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -224343.421875 Penalty: 3674.029541
	Iteration 8Q: 3 clusters Score -224343.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -224478.296875 Penalty: 3674.029541
	Iteration 9Q: 3 clusters Score -224478.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -224592.578125 Penalty: 3674.029541
	Iteration 10Q: 3 clusters Score -224592.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224665.703125 Penalty: 3674.029541
	Iteration 11Q: 3 clusters Score -224665.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224726.984375 Penalty: 3674.029541
	Iteration 12Q: 3 clusters Score -224727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -224760.562500 Penalty: 3674.029541
	Iteration 13Q: 3 clusters Score -224760.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -224790.953125 Penalty: 3674.029541
	Iteration 14Q: 3 clusters Score -224791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224804.859375 Penalty: 3674.029541
	Iteration 15Q: 3 clusters Score -224804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -224818.546875 Penalty: 3674.029541
	Iteration 16Q: 3 clusters Score -224818.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -224828.656250 Penalty: 3674.029541
	Iteration 17Q: 3 clusters Score -224828.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -224834.562500 Penalty: 3674.029541
	Iteration 18Q: 3 clusters Score -224834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -224838.296875 Penalty: 3674.029541
	Iteration 19Q: 3 clusters Score -224838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -224848.000000 Penalty: 3674.029541
	Iteration 20F: 3 clusters Score -224848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -224856.453125 Penalty: 3674.029541
	Iteration 21Q: 3 clusters Score -224856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224859.828125 Penalty: 3674.029541
	Iteration 22Q: 3 clusters Score -224859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -224862.500000 Penalty: 3674.029541
	Iteration 23Q: 3 clusters Score -224862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -224864.671875 Penalty: 3674.029541
	Iteration 24Q: 3 clusters Score -224864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -224870.421875 Penalty: 3674.029541
	Iteration 25Q: 3 clusters Score -224870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -224875.062500 Penalty: 3674.029541
	Iteration 26Q: 3 clusters Score -224875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -224875.781250 Penalty: 3674.029541
	Iteration 27Q: 3 clusters Score -224875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -224876.859375 Penalty: 3674.029541
	Iteration 28Q: 3 clusters Score -224876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224877.750000 Penalty: 3674.029541
	Iteration 29Q: 3 clusters Score -224877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224877.750000 Penalty: 3674.029541
	Iteration 30F: 3 clusters Score -224877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -798673.375000 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -798673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -793812.562500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -793812.6 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -795019.500000 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -795019.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -795329.562500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -795329.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -795609.687500 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -795609.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -795892.500000 Penalty: 4272.522461
	Iteration 4F: 3 clusters Score -795892.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -796155.062500 Penalty: 4272.522461
	Iteration 5F: 3 clusters Score -796155.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -796421.062500 Penalty: 4272.522461
	Iteration 6F: 3 clusters Score -796421.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -796680.625000 Penalty: 4272.522461
	Iteration 7F: 3 clusters Score -796680.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -796943.625000 Penalty: 4272.522461
	Iteration 8F: 3 clusters Score -796943.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -797121.375000 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -797121.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -797247.937500 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -797247.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -797344.125000 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -797344.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -797397.812500 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -797397.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -797436.250000 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -797436.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -797454.187500 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -797454.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -797467.250000 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -797467.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -797471.375000 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -797471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -797472.000000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -797472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -797472.250000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -797472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -797473.687500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -797473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -797473.375000 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -797473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -797473.875000 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -797473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -797475.500000 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -797475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -797475.500000 Penalty: 4272.522461
	Iteration 23F: 3 clusters Score -797475.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -90228.585938 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -90228.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88636.914062 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -88636.91 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88965.726562 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -88965.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89165.125000 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -89165.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89319.148438 Penalty: 3262.619141
	Iteration 3F: 3 clusters Score -89319.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89449.250000 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -89449.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89553.218750 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -89553.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -89656.406250 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -89656.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89750.234375 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -89750.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89842.992188 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -89842.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89888.523438 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -89888.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89953.429688 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -89953.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90026.007812 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -90026.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90128.562500 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -90128.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90235.617188 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -90235.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90359.976562 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -90359.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90386.343750 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -90386.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90387.343750 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -90387.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90387.343750 Penalty: 3262.619141
	Iteration 17F: 3 clusters Score -90387.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193138 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153456 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 1023 members 
Entering Unmasked Estep 
Score: -95490520.000000 Penalty: 109682.515625
Splitting cluster 31 changes total score from -95492032.000000 to -95490520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (13354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Entering Unmasked Estep 
Score: -1904716.250000 Penalty: 2355.893555
	Iteration 0F: 2 clusters Score -1904716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1894968.000000 Penalty: 4711.787109
	Iteration 0F: 3 clusters Score -1894968 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1898273.375000 Penalty: 4711.787109
	Iteration 1F: 3 clusters Score -1898273 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1899000.625000 Penalty: 4711.787109
	Iteration 2F: 3 clusters Score -1899001 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1899747.000000 Penalty: 4711.787109
	Iteration 3F: 3 clusters Score -1899747 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1900584.625000 Penalty: 4711.787109
	Iteration 4F: 3 clusters Score -1900585 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1901393.000000 Penalty: 4711.787109
	Iteration 5F: 3 clusters Score -1901393 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1902129.250000 Penalty: 4711.787109
	Iteration 6F: 3 clusters Score -1902129 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1902624.875000 Penalty: 4711.787109
	Iteration 7F: 3 clusters Score -1902625 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1902896.125000 Penalty: 4711.787109
	Iteration 8Q: 3 clusters Score -1902896 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1903101.750000 Penalty: 4711.787109
	Iteration 9Q: 3 clusters Score -1903102 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1903251.625000 Penalty: 4711.787109
	Iteration 10Q: 3 clusters Score -1903252 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1903369.500000 Penalty: 4711.787109
	Iteration 11Q: 3 clusters Score -1903370 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1903456.250000 Penalty: 4711.787109
	Iteration 12Q: 3 clusters Score -1903456 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1903523.375000 Penalty: 4711.787109
	Iteration 13Q: 3 clusters Score -1903523 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1903589.375000 Penalty: 4711.787109
	Iteration 14Q: 3 clusters Score -1903589 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1903639.750000 Penalty: 4711.787109
	Iteration 15Q: 3 clusters Score -1903640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1903683.125000 Penalty: 4711.787109
	Iteration 16Q: 3 clusters Score -1903683 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1903724.500000 Penalty: 4711.787109
	Iteration 17Q: 3 clusters Score -1903724 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1903776.625000 Penalty: 4711.787109
	Iteration 18Q: 3 clusters Score -1903777 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1903821.875000 Penalty: 4711.787109
	Iteration 19Q: 3 clusters Score -1903822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1903872.000000 Penalty: 4711.787109
	Iteration 20F: 3 clusters Score -1903872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1903929.875000 Penalty: 4711.787109
	Iteration 21Q: 3 clusters Score -1903930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1904007.875000 Penalty: 4711.787109
	Iteration 22Q: 3 clusters Score -1904008 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1904081.625000 Penalty: 4711.787109
	Iteration 23Q: 3 clusters Score -1904082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1904155.125000 Penalty: 4711.787109
	Iteration 24Q: 3 clusters Score -1904155 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1904209.000000 Penalty: 4711.787109
	Iteration 25Q: 3 clusters Score -1904209 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1904262.625000 Penalty: 4711.787109
	Iteration 26Q: 3 clusters Score -1904263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1904300.750000 Penalty: 4711.787109
	Iteration 27Q: 3 clusters Score -1904301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1904332.000000 Penalty: 4711.787109
	Iteration 28Q: 3 clusters Score -1904332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1904363.375000 Penalty: 4711.787109
	Iteration 29Q: 3 clusters Score -1904363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1904387.750000 Penalty: 4711.787109
	Iteration 30Q: 3 clusters Score -1904388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1904415.250000 Penalty: 4711.787109
	Iteration 31Q: 3 clusters Score -1904415 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1904433.125000 Penalty: 4711.787109
	Iteration 32Q: 3 clusters Score -1904433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1904447.750000 Penalty: 4711.787109
	Iteration 33Q: 3 clusters Score -1904448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1904451.625000 Penalty: 4711.787109
	Iteration 34Q: 3 clusters Score -1904452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1904449.125000 Penalty: 4711.787109
	Iteration 35Q: 3 clusters Score -1904449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1904462.625000 Penalty: 4711.787109
	Iteration 36Q: 3 clusters Score -1904463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1904461.750000 Penalty: 4711.787109
	Iteration 37Q: 3 clusters Score -1904462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1904464.125000 Penalty: 4711.787109
	Iteration 38Q: 3 clusters Score -1904464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1904462.375000 Penalty: 4711.787109
	Iteration 39Q: 3 clusters Score -1904462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1904462.750000 Penalty: 4711.787109
	Iteration 40F: 3 clusters Score -1904463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1904462.375000 Penalty: 4711.787109
	Iteration 41Q: 3 clusters Score -1904462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1904460.375000 Penalty: 4711.787109
	Iteration 42Q: 3 clusters Score -1904460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1904461.875000 Penalty: 4711.787109
	Iteration 43Q: 3 clusters Score -1904462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1904461.875000 Penalty: 4711.787109
	Iteration 44F: 3 clusters Score -1904462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -126815.960938 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -126816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125159.726562 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -125159.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125666.414062 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -125666.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126094.414062 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -126094.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126383.382812 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -126383.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126615.789062 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -126615.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126790.289062 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -126790.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126953.914062 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -126953.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -127061.648438 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -127061.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -127157.773438 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -127157.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -127286.734375 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -127286.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -127444.421875 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -127444.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -127556.953125 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -127557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127620.398438 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -127620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127679.445312 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -127679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -127715.429688 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -127715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127724.625000 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -127724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127731.343750 Penalty: 3437.525391
	Iteration 16F: 3 clusters Score -127731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127736.171875 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -127736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127736.171875 Penalty: 3437.525391
	Iteration 18F: 3 clusters Score -127736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 193138 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 25535 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 6239 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 12833 members 
Mstep: Class 22 contains 33548 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 153456 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 13354 members 
Mstep: Class 33 contains 734 members 
Entering Unmasked Estep 
Score: -95491312.000000 Penalty: 109682.515625
Splitting cluster 33 changes total score from -95492032.000000 to -95491312.000000
So it's not getting split.
--- Evaluating fit on full set of 1984108 points ---
Entering Unmasked Estep 
Score: -286200832.000000 Penalty: 115077.398438
20->33 Clusters: Score -286200832.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 661369 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 33048 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 33126 members 
Mstep: Class 5 contains 32987 members 
Mstep: Class 6 contains 32718 members 
Mstep: Class 7 contains 33006 members 
Mstep: Class 8 contains 33225 members 
Mstep: Class 9 contains 33118 members 
Mstep: Class 10 contains 32988 members 
Mstep: Class 11 contains 33544 members 
Mstep: Class 12 contains 33038 members 
Mstep: Class 13 contains 32943 members 
Mstep: Class 14 contains 33268 members 
Mstep: Class 15 contains 32842 members 
Mstep: Class 16 contains 33019 members 
Mstep: Class 17 contains 33034 members 
Mstep: Class 18 contains 32964 members 
Mstep: Class 19 contains 33383 members 
Mstep: Class 20 contains 32958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 591.214905 but Gain 3323.710938
Score: -89009632.000000 Penalty: 63150.539062
Iteration 0F: 20 clusters Score -8.900963e+07 nChanged 626797
Entering Unmasked Mstep 
Mstep: Class 0 contains 3649 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 74907 members 
Mstep: Class 3 contains 52166 members 
Mstep: Class 4 contains 66321 members 
Mstep: Class 5 contains 29378 members 
Mstep: Class 6 contains 5206 members 
Mstep: Class 7 contains 74001 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 35126 members 
Mstep: Class 10 contains 41795 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 36410 members 
Mstep: Class 13 contains 20975 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 16 contains 11666 members 
Mstep: Class 17 contains 35633 members 
Mstep: Class 18 contains 18065 members 
Mstep: Class 19 contains 58846 members 
Mstep: Class 20 contains 20897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93308656.000000 Penalty: 63150.539062
Iteration 1F: 20 clusters Score -9.330866e+07 nChanged 335462
Entering Unmasked Mstep 
Mstep: Class 0 contains 2900 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 72107 members 
Mstep: Class 3 contains 46060 members 
Mstep: Class 4 contains 100657 members 
Mstep: Class 5 contains 27696 members 
Mstep: Class 6 contains 8195 members 
Mstep: Class 7 contains 149825 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 7946 members 
Mstep: Class 10 contains 43536 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 25812 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 16 contains 13563 members 
Mstep: Class 17 contains 26139 members 
Mstep: Class 18 contains 13787 members 
Mstep: Class 19 contains 50744 members 
Mstep: Class 20 contains 7254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94401800.000000 Penalty: 63150.539062
Iteration 2F: 20 clusters Score -9.44018e+07 nChanged 202026
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 54979 members 
Mstep: Class 3 contains 30006 members 
Mstep: Class 4 contains 128674 members 
Mstep: Class 5 contains 26303 members 
Mstep: Class 6 contains 5174 members 
Mstep: Class 7 contains 180970 members 
Mstep: Class 8 contains 17526 members 
Mstep: Class 9 contains 3836 members 
Mstep: Class 10 contains 30040 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 32733 members 
Mstep: Class 14 contains 12111 members 
Mstep: Class 16 contains 18779 members 
Mstep: Class 17 contains 22653 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 57105 members 
Mstep: Class 20 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94749280.000000 Penalty: 63150.539062
Iteration 3F: 20 clusters Score -9.474928e+07 nChanged 123014
Entering Unmasked Mstep 
Mstep: Class 0 contains 2361 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 50373 members 
Mstep: Class 3 contains 19425 members 
Mstep: Class 4 contains 141629 members 
Mstep: Class 5 contains 18586 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 199090 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 21870 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 34933 members 
Mstep: Class 14 contains 11088 members 
Mstep: Class 16 contains 21578 members 
Mstep: Class 17 contains 18709 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 67099 members 
Mstep: Class 20 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94976040.000000 Penalty: 63150.539062
Iteration 4F: 20 clusters Score -9.497604e+07 nChanged 79935
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 50998 members 
Mstep: Class 3 contains 13760 members 
Mstep: Class 4 contains 144897 members 
Mstep: Class 5 contains 11751 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 211394 members 
Mstep: Class 8 contains 15040 members 
Mstep: Class 9 contains 6189 members 
Mstep: Class 10 contains 19339 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 36087 members 
Mstep: Class 14 contains 9613 members 
Mstep: Class 16 contains 23721 members 
Mstep: Class 17 contains 15208 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 70926 members 
Mstep: Class 20 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95192368.000000 Penalty: 63150.539062
Iteration 5F: 20 clusters Score -9.519237e+07 nChanged 57632
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 51872 members 
Mstep: Class 3 contains 11136 members 
Mstep: Class 4 contains 149926 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 214787 members 
Mstep: Class 8 contains 14483 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 19142 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 36091 members 
Mstep: Class 14 contains 8482 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 12883 members 
Mstep: Class 18 contains 10777 members 
Mstep: Class 19 contains 70880 members 
Mstep: Class 20 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95256768.000000 Penalty: 63150.539062
Iteration 6F: 20 clusters Score -9.525677e+07 nChanged 43795
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 51902 members 
Mstep: Class 3 contains 10183 members 
Mstep: Class 4 contains 157769 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 212021 members 
Mstep: Class 8 contains 14239 members 
Mstep: Class 9 contains 7889 members 
Mstep: Class 10 contains 19774 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 35816 members 
Mstep: Class 14 contains 7698 members 
Mstep: Class 16 contains 25065 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 69691 members 
Mstep: Class 20 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95298640.000000 Penalty: 63150.539062
Iteration 7F: 20 clusters Score -9.529864e+07 nChanged 34849
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 51539 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 166240 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 206214 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 20732 members 
Mstep: Class 11 contains 2000 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 35477 members 
Mstep: Class 14 contains 7118 members 
Mstep: Class 16 contains 25176 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 10201 members 
Mstep: Class 19 contains 68174 members 
Mstep: Class 20 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95336368.000000 Penalty: 63150.539062
Iteration 8F: 20 clusters Score -9.533637e+07 nChanged 28443
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 51059 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 174156 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 199194 members 
Mstep: Class 8 contains 13557 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 21742 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 36944 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 16 contains 25583 members 
Mstep: Class 17 contains 9318 members 
Mstep: Class 18 contains 9228 members 
Mstep: Class 19 contains 66656 members 
Mstep: Class 20 contains 3510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95358648.000000 Penalty: 63150.539062
Iteration 9Q: 20 clusters Score -9.535865e+07 nChanged 21947
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 50632 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 4 contains 181051 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 191889 members 
Mstep: Class 8 contains 13345 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 22672 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 7331 members 
Mstep: Class 13 contains 37832 members 
Mstep: Class 14 contains 6308 members 
Mstep: Class 16 contains 26335 members 
Mstep: Class 17 contains 8645 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 65495 members 
Mstep: Class 20 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95370568.000000 Penalty: 63150.539062
Iteration 10Q: 20 clusters Score -9.537057e+07 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 50435 members 
Mstep: Class 3 contains 10093 members 
Mstep: Class 4 contains 187104 members 
Mstep: Class 5 contains 6057 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 7 contains 184662 members 
Mstep: Class 8 contains 13116 members 
Mstep: Class 9 contains 8836 members 
Mstep: Class 10 contains 23560 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 8464 members 
Mstep: Class 13 contains 38339 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 16 contains 27347 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 64565 members 
Mstep: Class 20 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95378040.000000 Penalty: 63150.539062
Iteration 11Q: 20 clusters Score -9.537804e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 50399 members 
Mstep: Class 3 contains 10174 members 
Mstep: Class 4 contains 192752 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 177726 members 
Mstep: Class 8 contains 12928 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 24431 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 9311 members 
Mstep: Class 13 contains 38660 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 16 contains 28445 members 
Mstep: Class 17 contains 7889 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 63709 members 
Mstep: Class 20 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95383784.000000 Penalty: 63150.539062
Iteration 12Q: 20 clusters Score -9.538378e+07 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 50475 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 4 contains 198179 members 
Mstep: Class 5 contains 6144 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 170982 members 
Mstep: Class 8 contains 12775 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 25254 members 
Mstep: Class 11 contains 1311 members 
Mstep: Class 12 contains 9890 members 
Mstep: Class 13 contains 38853 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 16 contains 29564 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 62926 members 
Mstep: Class 20 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95387960.000000 Penalty: 63150.539062
Iteration 13Q: 20 clusters Score -9.538796e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 50541 members 
Mstep: Class 3 contains 10365 members 
Mstep: Class 4 contains 203240 members 
Mstep: Class 5 contains 6161 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 164600 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 9375 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 12 contains 10252 members 
Mstep: Class 13 contains 39006 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 16 contains 30691 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 62241 members 
Mstep: Class 20 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95390960.000000 Penalty: 63150.539062
Iteration 14Q: 20 clusters Score -9.539096e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 50578 members 
Mstep: Class 3 contains 10449 members 
Mstep: Class 4 contains 208076 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 158621 members 
Mstep: Class 8 contains 12572 members 
Mstep: Class 9 contains 9454 members 
Mstep: Class 10 contains 26775 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 16 contains 31717 members 
Mstep: Class 17 contains 7351 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 61595 members 
Mstep: Class 20 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95393496.000000 Penalty: 63150.539062
Iteration 15Q: 20 clusters Score -9.53935e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 50629 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 212534 members 
Mstep: Class 5 contains 6174 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 153149 members 
Mstep: Class 8 contains 12462 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 27498 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 12 contains 10647 members 
Mstep: Class 13 contains 39237 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 16 contains 32660 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 60915 members 
Mstep: Class 20 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95395960.000000 Penalty: 63150.539062
Iteration 16Q: 20 clusters Score -9.539596e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 50689 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 216309 members 
Mstep: Class 5 contains 6168 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 148389 members 
Mstep: Class 8 contains 12391 members 
Mstep: Class 9 contains 9555 members 
Mstep: Class 10 contains 28252 members 
Mstep: Class 11 contains 1309 members 
Mstep: Class 12 contains 10718 members 
Mstep: Class 13 contains 39307 members 
Mstep: Class 14 contains 5090 members 
Mstep: Class 16 contains 33526 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 7754 members 
Mstep: Class 19 contains 60251 members 
Mstep: Class 20 contains 3564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95396824.000000 Penalty: 63150.539062
Iteration 17Q: 20 clusters Score -9.539682e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 50730 members 
Mstep: Class 3 contains 10803 members 
Mstep: Class 4 contains 219388 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 7 contains 144452 members 
Mstep: Class 8 contains 12310 members 
Mstep: Class 9 contains 9587 members 
Mstep: Class 10 contains 28998 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 12 contains 10746 members 
Mstep: Class 13 contains 39405 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 16 contains 34262 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 59560 members 
Mstep: Class 20 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95397704.000000 Penalty: 63150.539062
Iteration 18Q: 20 clusters Score -9.53977e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 50746 members 
Mstep: Class 3 contains 10925 members 
Mstep: Class 4 contains 221771 members 
Mstep: Class 5 contains 6215 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 7 contains 141322 members 
Mstep: Class 8 contains 12258 members 
Mstep: Class 9 contains 9607 members 
Mstep: Class 10 contains 29705 members 
Mstep: Class 11 contains 1319 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 13 contains 39484 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 16 contains 34910 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 7696 members 
Mstep: Class 19 contains 58895 members 
Mstep: Class 20 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95398184.000000 Penalty: 63150.539062
Iteration 19Q: 20 clusters Score -9.539818e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 50767 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 223436 members 
Mstep: Class 5 contains 6217 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 139015 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 9622 members 
Mstep: Class 10 contains 30436 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 10718 members 
Mstep: Class 13 contains 39564 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 16 contains 35427 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 58218 members 
Mstep: Class 20 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95398944.000000 Penalty: 63150.539062
Iteration 20F: 20 clusters Score -9.539894e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 50781 members 
Mstep: Class 3 contains 11151 members 
Mstep: Class 4 contains 224451 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 137520 members 
Mstep: Class 8 contains 12173 members 
Mstep: Class 9 contains 9688 members 
Mstep: Class 10 contains 31184 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 10719 members 
Mstep: Class 13 contains 39629 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 16 contains 35816 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 57542 members 
Mstep: Class 20 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95399824.000000 Penalty: 63150.539062
Iteration 21Q: 20 clusters Score -9.539982e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 50822 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 224776 members 
Mstep: Class 5 contains 6290 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 136890 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 9749 members 
Mstep: Class 10 contains 31899 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 10697 members 
Mstep: Class 13 contains 39689 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 16 contains 36086 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 7645 members 
Mstep: Class 19 contains 56872 members 
Mstep: Class 20 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95400344.000000 Penalty: 63150.539062
Iteration 22Q: 20 clusters Score -9.540034e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 50859 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 224573 members 
Mstep: Class 5 contains 6296 members 
Mstep: Class 6 contains 3733 members 
Mstep: Class 7 contains 136929 members 
Mstep: Class 8 contains 12088 members 
Mstep: Class 9 contains 9810 members 
Mstep: Class 10 contains 32659 members 
Mstep: Class 11 contains 1279 members 
Mstep: Class 12 contains 10664 members 
Mstep: Class 13 contains 39741 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 16 contains 36252 members 
Mstep: Class 17 contains 7287 members 
Mstep: Class 18 contains 7632 members 
Mstep: Class 19 contains 56117 members 
Mstep: Class 20 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95401376.000000 Penalty: 63150.539062
Iteration 23Q: 20 clusters Score -9.540138e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 50900 members 
Mstep: Class 3 contains 11451 members 
Mstep: Class 4 contains 223872 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 137571 members 
Mstep: Class 8 contains 12069 members 
Mstep: Class 9 contains 9844 members 
Mstep: Class 10 contains 33429 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 39750 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 16 contains 36358 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 55351 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95402320.000000 Penalty: 63150.539062
Iteration 24Q: 20 clusters Score -9.540232e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 50956 members 
Mstep: Class 3 contains 11563 members 
Mstep: Class 4 contains 222751 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 138724 members 
Mstep: Class 8 contains 12028 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 34188 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 10561 members 
Mstep: Class 13 contains 39753 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 16 contains 36383 members 
Mstep: Class 17 contains 7392 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 54576 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95402992.000000 Penalty: 63150.539062
Iteration 25Q: 20 clusters Score -9.540299e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 51030 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 221398 members 
Mstep: Class 5 contains 6288 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 140148 members 
Mstep: Class 8 contains 12016 members 
Mstep: Class 9 contains 9910 members 
Mstep: Class 10 contains 34948 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 10493 members 
Mstep: Class 13 contains 39755 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 16 contains 36337 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 53800 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95403952.000000 Penalty: 63150.539062
Iteration 26Q: 20 clusters Score -9.540395e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 51089 members 
Mstep: Class 3 contains 11800 members 
Mstep: Class 4 contains 219890 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 141848 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 9947 members 
Mstep: Class 10 contains 35701 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 10368 members 
Mstep: Class 13 contains 39754 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 7488 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 53007 members 
Mstep: Class 20 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95405152.000000 Penalty: 63150.539062
Iteration 27Q: 20 clusters Score -9.540515e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 51154 members 
Mstep: Class 3 contains 11900 members 
Mstep: Class 4 contains 218185 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 143757 members 
Mstep: Class 8 contains 11995 members 
Mstep: Class 9 contains 9974 members 
Mstep: Class 10 contains 36478 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 39739 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 16 contains 36166 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 52216 members 
Mstep: Class 20 contains 3545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95406136.000000 Penalty: 63150.539062
Iteration 28Q: 20 clusters Score -9.540614e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 51226 members 
Mstep: Class 3 contains 12002 members 
Mstep: Class 4 contains 216323 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 145868 members 
Mstep: Class 8 contains 12025 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 37194 members 
Mstep: Class 11 contains 1232 members 
Mstep: Class 12 contains 10024 members 
Mstep: Class 13 contains 39690 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 16 contains 36028 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 7618 members 
Mstep: Class 19 contains 51476 members 
Mstep: Class 20 contains 3545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95407088.000000 Penalty: 63150.539062
Iteration 29Q: 20 clusters Score -9.540709e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 51285 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 214495 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 147944 members 
Mstep: Class 8 contains 12085 members 
Mstep: Class 9 contains 10029 members 
Mstep: Class 10 contains 37925 members 
Mstep: Class 11 contains 1229 members 
Mstep: Class 12 contains 9791 members 
Mstep: Class 13 contains 39646 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 16 contains 35881 members 
Mstep: Class 17 contains 7857 members 
Mstep: Class 18 contains 7611 members 
Mstep: Class 19 contains 50726 members 
Mstep: Class 20 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95407888.000000 Penalty: 63150.539062
Iteration 30Q: 20 clusters Score -9.540789e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 51340 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 212701 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 149962 members 
Mstep: Class 8 contains 12156 members 
Mstep: Class 9 contains 10044 members 
Mstep: Class 10 contains 38643 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 9610 members 
Mstep: Class 13 contains 39583 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 16 contains 35734 members 
Mstep: Class 17 contains 8015 members 
Mstep: Class 18 contains 7611 members 
Mstep: Class 19 contains 49976 members 
Mstep: Class 20 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95408632.000000 Penalty: 63150.539062
Iteration 31Q: 20 clusters Score -9.540863e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 51404 members 
Mstep: Class 3 contains 12285 members 
Mstep: Class 4 contains 211100 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 151798 members 
Mstep: Class 8 contains 12238 members 
Mstep: Class 9 contains 10055 members 
Mstep: Class 10 contains 39355 members 
Mstep: Class 11 contains 1223 members 
Mstep: Class 12 contains 9342 members 
Mstep: Class 13 contains 39532 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 16 contains 35608 members 
Mstep: Class 17 contains 8237 members 
Mstep: Class 18 contains 7609 members 
Mstep: Class 19 contains 49170 members 
Mstep: Class 20 contains 3539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95409352.000000 Penalty: 63150.539062
Iteration 32Q: 20 clusters Score -9.540935e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 51431 members 
Mstep: Class 3 contains 12380 members 
Mstep: Class 4 contains 209679 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 153407 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 10060 members 
Mstep: Class 10 contains 40015 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 39499 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 16 contains 35500 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 7603 members 
Mstep: Class 19 contains 48434 members 
Mstep: Class 20 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95411232.000000 Penalty: 63150.539062
Iteration 33Q: 20 clusters Score -9.541123e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 51486 members 
Mstep: Class 3 contains 12481 members 
Mstep: Class 4 contains 208405 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 154836 members 
Mstep: Class 8 contains 12399 members 
Mstep: Class 9 contains 10067 members 
Mstep: Class 10 contains 40658 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 8660 members 
Mstep: Class 13 contains 39485 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 16 contains 35424 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 47700 members 
Mstep: Class 20 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95412096.000000 Penalty: 63150.539062
Iteration 34Q: 20 clusters Score -9.54121e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 207307 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 7 contains 156045 members 
Mstep: Class 8 contains 12441 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 41322 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 8260 members 
Mstep: Class 13 contains 39504 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 16 contains 35355 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95413544.000000 Penalty: 63150.539062
Iteration 35Q: 20 clusters Score -9.541354e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 51641 members 
Mstep: Class 3 contains 12686 members 
Mstep: Class 4 contains 206404 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 157073 members 
Mstep: Class 8 contains 12487 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 41966 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 39508 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 16 contains 35292 members 
Mstep: Class 17 contains 9595 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 46118 members 
Mstep: Class 20 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95415272.000000 Penalty: 63150.539062
Iteration 36Q: 20 clusters Score -9.541527e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 51691 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 205769 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 157736 members 
Mstep: Class 8 contains 12536 members 
Mstep: Class 9 contains 10073 members 
Mstep: Class 10 contains 42585 members 
Mstep: Class 11 contains 1209 members 
Mstep: Class 12 contains 7308 members 
Mstep: Class 13 contains 39506 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 16 contains 35267 members 
Mstep: Class 17 contains 10108 members 
Mstep: Class 18 contains 7584 members 
Mstep: Class 19 contains 45336 members 
Mstep: Class 20 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95416128.000000 Penalty: 63150.539062
Iteration 37Q: 20 clusters Score -9.541613e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 51738 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 205380 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 158079 members 
Mstep: Class 8 contains 12583 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 43164 members 
Mstep: Class 11 contains 1208 members 
Mstep: Class 12 contains 6845 members 
Mstep: Class 13 contains 39459 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 16 contains 35261 members 
Mstep: Class 17 contains 10642 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 44613 members 
Mstep: Class 20 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95416632.000000 Penalty: 63150.539062
Iteration 38Q: 20 clusters Score -9.541663e+07 nChanged 3408
Entering ConstructFrom: 
Score: -95416632.000000 Penalty: 63150.539062
Entering ConstructFrom: 
Trying to split cluster 1 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -532196.375000 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -532196.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -528517.187500 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -528517.2 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -529324.937500 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -529324.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -529595.625000 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -529595.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -529799.562500 Penalty: 4065.295898
	Iteration 3F: 3 clusters Score -529799.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -529972.062500 Penalty: 4065.295898
	Iteration 4Q: 3 clusters Score -529972.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -530198.000000 Penalty: 4065.295898
	Iteration 5F: 3 clusters Score -530198 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -530509.187500 Penalty: 4065.295898
	Iteration 6F: 3 clusters Score -530509.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -530828.500000 Penalty: 4065.295898
	Iteration 7F: 3 clusters Score -530828.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -531105.062500 Penalty: 4065.295898
	Iteration 8F: 3 clusters Score -531105.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -531328.500000 Penalty: 4065.295898
	Iteration 9F: 3 clusters Score -531328.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -531463.812500 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -531463.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -531532.500000 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -531532.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -531563.250000 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -531563.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -531584.875000 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -531584.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -531600.375000 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -531600.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -531610.812500 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -531610.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -531619.062500 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -531619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -531624.375000 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -531624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -531626.250000 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -531626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -531630.750000 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -531630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -531633.250000 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -531633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -531633.437500 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -531633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -531635.000000 Penalty: 4065.295898
	Iteration 22Q: 3 clusters Score -531635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -531635.562500 Penalty: 4065.295898
	Iteration 23Q: 3 clusters Score -531635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -531638.062500 Penalty: 4065.295898
	Iteration 24Q: 3 clusters Score -531638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -531637.562500 Penalty: 4065.295898
	Iteration 25Q: 3 clusters Score -531637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -531637.562500 Penalty: 4065.295898
	Iteration 26F: 3 clusters Score -531637.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Entering Unmasked Estep 
Score: -7570916.000000 Penalty: 2691.961182
	Iteration 0F: 2 clusters Score -7570916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -7536147.000000 Penalty: 5383.922363
	Iteration 0F: 3 clusters Score -7536147 nChanged 23933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -7549729.500000 Penalty: 5383.922363
	Iteration 1F: 3 clusters Score -7549730 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -7550635.000000 Penalty: 5383.922363
	Iteration 2Q: 3 clusters Score -7550635 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -7551614.000000 Penalty: 5383.922363
	Iteration 3Q: 3 clusters Score -7551614 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -7552596.500000 Penalty: 5383.922363
	Iteration 4Q: 3 clusters Score -7552596 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -7553829.000000 Penalty: 5383.922363
	Iteration 5Q: 3 clusters Score -7553829 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -7555050.500000 Penalty: 5383.922363
	Iteration 6Q: 3 clusters Score -7555050 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -7556399.000000 Penalty: 5383.922363
	Iteration 7F: 3 clusters Score -7556399 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -7557742.500000 Penalty: 5383.922363
	Iteration 8F: 3 clusters Score -7557742 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -7559028.000000 Penalty: 5383.922363
	Iteration 9Q: 3 clusters Score -7559028 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -7560319.500000 Penalty: 5383.922363
	Iteration 10Q: 3 clusters Score -7560320 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -7561514.000000 Penalty: 5383.922363
	Iteration 11Q: 3 clusters Score -7561514 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -7562577.000000 Penalty: 5383.922363
	Iteration 12Q: 3 clusters Score -7562577 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -7563542.500000 Penalty: 5383.922363
	Iteration 13Q: 3 clusters Score -7563542 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48384 members 
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Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7568438 nChanged 82
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Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 2621 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2403 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 2211 members 
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Mstep: Class 1 contains 49632 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49686 members 
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Mstep: Class 1 contains 49713 members 
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Mstep: Class 1 contains 49729 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7568594 nChanged 6
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	Iteration 61Q: 3 clusters Score -7568595 nChanged 9
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	Iteration 62Q: 3 clusters Score -7568590 nChanged 13
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	Iteration 63Q: 3 clusters Score -7568602 nChanged 13
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	Iteration 64Q: 3 clusters Score -7568599 nChanged 18
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	Iteration 65Q: 3 clusters Score -7568606 nChanged 15
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Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 1975 members 
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	Iteration 66Q: 3 clusters Score -7568618 nChanged 17
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Mstep: Class 1 contains 49816 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7568626 nChanged 19
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Mstep: Class 2 contains 1943 members 
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	Iteration 69Q: 3 clusters Score -7568634 nChanged 16
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Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 1914 members 
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Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 1902 members 
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Mstep: Class 1 contains 49886 members 
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Mstep: Class 1 contains 49893 members 
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	Iteration 73Q: 3 clusters Score -7568628 nChanged 6
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7568626 nChanged 6
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Mstep: Class 1 contains 49905 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 1867 members 
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	Iteration 76Q: 3 clusters Score -7568630 nChanged 7
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	Iteration 77Q: 3 clusters Score -7568633 nChanged 5
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7568638 nChanged 4
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7568636 nChanged 2
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	Iteration 80F: 3 clusters Score -7568638 nChanged 3
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Mstep: Class 1 contains 49926 members 
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	Iteration 81Q: 3 clusters Score -7568636 nChanged 2
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	Iteration 82Q: 3 clusters Score -7568642 nChanged 3
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	Iteration 83Q: 3 clusters Score -7568632 nChanged 1
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	Iteration 84Q: 3 clusters Score -7568638 nChanged 2
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	Iteration 85Q: 3 clusters Score -7568638 nChanged 3
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	Iteration 86Q: 3 clusters Score -7568633 nChanged 3
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7568640 nChanged 4
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	Iteration 88Q: 3 clusters Score -7568643 nChanged 5
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	Iteration 89Q: 3 clusters Score -7568650 nChanged 6
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	Iteration 90Q: 3 clusters Score -7568642 nChanged 6
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	Iteration 91Q: 3 clusters Score -7568645 nChanged 6
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	Iteration 92Q: 3 clusters Score -7568649 nChanged 3
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	Iteration 93Q: 3 clusters Score -7568641 nChanged 5
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	Iteration 94Q: 3 clusters Score -7568646 nChanged 6
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	Iteration 95Q: 3 clusters Score -7568648 nChanged 3
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	Iteration 96Q: 3 clusters Score -7568648 nChanged 5
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	Iteration 97Q: 3 clusters Score -7568658 nChanged 7
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	Iteration 98Q: 3 clusters Score -7568660 nChanged 5
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	Iteration 99Q: 3 clusters Score -7568659 nChanged 6
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	Iteration 100F: 3 clusters Score -7568660 nChanged 8
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	Iteration 101Q: 3 clusters Score -7568666 nChanged 11
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	Iteration 102Q: 3 clusters Score -7568664 nChanged 9
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	Iteration 103Q: 3 clusters Score -7568656 nChanged 11
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	Iteration 104Q: 3 clusters Score -7568670 nChanged 15
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	Iteration 105Q: 3 clusters Score -7568682 nChanged 14
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	Iteration 106Q: 3 clusters Score -7568674 nChanged 11
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Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7568667.500000 Penalty: 5383.922363
	Iteration 107Q: 3 clusters Score -7568668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7568655.500000 Penalty: 5383.922363
	Iteration 108Q: 3 clusters Score -7568656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7568664.500000 Penalty: 5383.922363
	Iteration 109Q: 3 clusters Score -7568664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7568657.000000 Penalty: 5383.922363
	Iteration 110Q: 3 clusters Score -7568657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7568664.000000 Penalty: 5383.922363
	Iteration 111Q: 3 clusters Score -7568664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7568664.000000 Penalty: 5383.922363
	Iteration 112Q: 3 clusters Score -7568664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7568667.000000 Penalty: 5383.922363
	Iteration 113Q: 3 clusters Score -7568667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7568667.000000 Penalty: 5383.922363
	Iteration 114F: 3 clusters Score -7568667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Entering Unmasked Estep 
Score: -1910530.125000 Penalty: 2349.020752
	Iteration 0F: 2 clusters Score -1910530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1900903.875000 Penalty: 4698.041504
	Iteration 0F: 3 clusters Score -1900904 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1903826.375000 Penalty: 4698.041504
	Iteration 1F: 3 clusters Score -1903826 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1904195.125000 Penalty: 4698.041504
	Iteration 2F: 3 clusters Score -1904195 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1904480.500000 Penalty: 4698.041504
	Iteration 3F: 3 clusters Score -1904480 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1904718.250000 Penalty: 4698.041504
	Iteration 4Q: 3 clusters Score -1904718 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1904965.125000 Penalty: 4698.041504
	Iteration 5Q: 3 clusters Score -1904965 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1905274.375000 Penalty: 4698.041504
	Iteration 6Q: 3 clusters Score -1905274 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1905642.250000 Penalty: 4698.041504
	Iteration 7Q: 3 clusters Score -1905642 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1906040.875000 Penalty: 4698.041504
	Iteration 8Q: 3 clusters Score -1906041 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1906501.000000 Penalty: 4698.041504
	Iteration 9F: 3 clusters Score -1906501 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1906889.500000 Penalty: 4698.041504
	Iteration 10Q: 3 clusters Score -1906890 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1907233.500000 Penalty: 4698.041504
	Iteration 11Q: 3 clusters Score -1907234 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1907530.250000 Penalty: 4698.041504
	Iteration 12Q: 3 clusters Score -1907530 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1907802.875000 Penalty: 4698.041504
	Iteration 13Q: 3 clusters Score -1907803 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1907981.125000 Penalty: 4698.041504
	Iteration 14Q: 3 clusters Score -1907981 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1908106.625000 Penalty: 4698.041504
	Iteration 15Q: 3 clusters Score -1908107 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1908201.500000 Penalty: 4698.041504
	Iteration 16Q: 3 clusters Score -1908202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1908260.375000 Penalty: 4698.041504
	Iteration 17Q: 3 clusters Score -1908260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1908315.375000 Penalty: 4698.041504
	Iteration 18Q: 3 clusters Score -1908315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1908366.250000 Penalty: 4698.041504
	Iteration 19Q: 3 clusters Score -1908366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1908415.375000 Penalty: 4698.041504
	Iteration 20F: 3 clusters Score -1908415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1908455.500000 Penalty: 4698.041504
	Iteration 21Q: 3 clusters Score -1908456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1908477.250000 Penalty: 4698.041504
	Iteration 22Q: 3 clusters Score -1908477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1908493.375000 Penalty: 4698.041504
	Iteration 23Q: 3 clusters Score -1908493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1908507.125000 Penalty: 4698.041504
	Iteration 24Q: 3 clusters Score -1908507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1908513.375000 Penalty: 4698.041504
	Iteration 25Q: 3 clusters Score -1908513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1908520.750000 Penalty: 4698.041504
	Iteration 26Q: 3 clusters Score -1908521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1908526.000000 Penalty: 4698.041504
	Iteration 27Q: 3 clusters Score -1908526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1908533.125000 Penalty: 4698.041504
	Iteration 28Q: 3 clusters Score -1908533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1908534.375000 Penalty: 4698.041504
	Iteration 29Q: 3 clusters Score -1908534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1908543.500000 Penalty: 4698.041504
	Iteration 30Q: 3 clusters Score -1908544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1908547.750000 Penalty: 4698.041504
	Iteration 31Q: 3 clusters Score -1908548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1908556.625000 Penalty: 4698.041504
	Iteration 32Q: 3 clusters Score -1908557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1908564.125000 Penalty: 4698.041504
	Iteration 33Q: 3 clusters Score -1908564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1908567.875000 Penalty: 4698.041504
	Iteration 34Q: 3 clusters Score -1908568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1908575.250000 Penalty: 4698.041504
	Iteration 35Q: 3 clusters Score -1908575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1908575.125000 Penalty: 4698.041504
	Iteration 36Q: 3 clusters Score -1908575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1908578.500000 Penalty: 4698.041504
	Iteration 37Q: 3 clusters Score -1908578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1908578.500000 Penalty: 4698.041504
	Iteration 38F: 3 clusters Score -1908578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (205258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205258 members 
Entering Unmasked Estep 
Score: -30654886.000000 Penalty: 3033.541748
	Iteration 0F: 2 clusters Score -3.065489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102769 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -30520228.000000 Penalty: 6067.083496
	Iteration 0F: 3 clusters Score -3.052023e+07 nChanged 98882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -30579220.000000 Penalty: 6067.083496
	Iteration 1F: 3 clusters Score -3.057922e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -30581518.000000 Penalty: 6067.083496
	Iteration 2Q: 3 clusters Score -3.058152e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 91909 members 
Entering Unmasked Estep 
Score: -30585304.000000 Penalty: 6067.083496
	Iteration 3Q: 3 clusters Score -3.05853e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -30590910.000000 Penalty: 6067.083496
	Iteration 4F: 3 clusters Score -3.059091e+07 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125984 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -30599286.000000 Penalty: 6067.083496
	Iteration 5F: 3 clusters Score -3.059929e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134782 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -30609352.000000 Penalty: 6067.083496
	Iteration 6F: 3 clusters Score -3.060935e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -30619818.000000 Penalty: 6067.083496
	Iteration 7F: 3 clusters Score -3.061982e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -30628780.000000 Penalty: 6067.083496
	Iteration 8F: 3 clusters Score -3.062878e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161283 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -30635400.000000 Penalty: 6067.083496
	Iteration 9Q: 3 clusters Score -3.06354e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168081 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -30639882.000000 Penalty: 6067.083496
	Iteration 10Q: 3 clusters Score -3.063988e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -30643656.000000 Penalty: 6067.083496
	Iteration 11Q: 3 clusters Score -3.064366e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179603 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -30646994.000000 Penalty: 6067.083496
	Iteration 12Q: 3 clusters Score -3.064699e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184127 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -30649838.000000 Penalty: 6067.083496
	Iteration 13Q: 3 clusters Score -3.064984e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187649 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -30652384.000000 Penalty: 6067.083496
	Iteration 14Q: 3 clusters Score -3.065238e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190292 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -30654002.000000 Penalty: 6067.083496
	Iteration 15Q: 3 clusters Score -3.0654e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192120 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -30655004.000000 Penalty: 6067.083496
	Iteration 16Q: 3 clusters Score -3.0655e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193390 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -30655672.000000 Penalty: 6067.083496
	Iteration 17Q: 3 clusters Score -3.065567e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194277 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -30656020.000000 Penalty: 6067.083496
	Iteration 18Q: 3 clusters Score -3.065602e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194897 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -30656132.000000 Penalty: 6067.083496
	Iteration 19Q: 3 clusters Score -3.065613e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195357 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -30656228.000000 Penalty: 6067.083496
	Iteration 20F: 3 clusters Score -3.065623e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195736 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -30656216.000000 Penalty: 6067.083496
	Iteration 21Q: 3 clusters Score -3.065622e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195992 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -30656190.000000 Penalty: 6067.083496
	Iteration 22Q: 3 clusters Score -3.065619e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196217 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -30656216.000000 Penalty: 6067.083496
	Iteration 23Q: 3 clusters Score -3.065622e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196408 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -30656224.000000 Penalty: 6067.083496
	Iteration 24Q: 3 clusters Score -3.065622e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196563 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -30656248.000000 Penalty: 6067.083496
	Iteration 25Q: 3 clusters Score -3.065625e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196681 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -30656260.000000 Penalty: 6067.083496
	Iteration 26Q: 3 clusters Score -3.065626e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196766 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -30656238.000000 Penalty: 6067.083496
	Iteration 27Q: 3 clusters Score -3.065624e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196832 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -30656240.000000 Penalty: 6067.083496
	Iteration 28Q: 3 clusters Score -3.065624e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196907 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -30656198.000000 Penalty: 6067.083496
	Iteration 29Q: 3 clusters Score -3.06562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196966 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -30656230.000000 Penalty: 6067.083496
	Iteration 30Q: 3 clusters Score -3.065623e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197018 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -30656244.000000 Penalty: 6067.083496
	Iteration 31Q: 3 clusters Score -3.065624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197069 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -30656236.000000 Penalty: 6067.083496
	Iteration 32Q: 3 clusters Score -3.065624e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197106 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -30656210.000000 Penalty: 6067.083496
	Iteration 33Q: 3 clusters Score -3.065621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197139 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -30656214.000000 Penalty: 6067.083496
	Iteration 34Q: 3 clusters Score -3.065621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197161 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -30656248.000000 Penalty: 6067.083496
	Iteration 35Q: 3 clusters Score -3.065625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197186 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -30656272.000000 Penalty: 6067.083496
	Iteration 36Q: 3 clusters Score -3.065627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197205 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -30656252.000000 Penalty: 6067.083496
	Iteration 37Q: 3 clusters Score -3.065625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197222 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -30656254.000000 Penalty: 6067.083496
	Iteration 38Q: 3 clusters Score -3.065625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197232 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -30656268.000000 Penalty: 6067.083496
	Iteration 39Q: 3 clusters Score -3.065627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197245 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -30656282.000000 Penalty: 6067.083496
	Iteration 40F: 3 clusters Score -3.065628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197263 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -30656290.000000 Penalty: 6067.083496
	Iteration 41Q: 3 clusters Score -3.065629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197278 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -30656292.000000 Penalty: 6067.083496
	Iteration 42Q: 3 clusters Score -3.065629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197283 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -30656282.000000 Penalty: 6067.083496
	Iteration 43Q: 3 clusters Score -3.065628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197289 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -30656300.000000 Penalty: 6067.083496
	Iteration 44Q: 3 clusters Score -3.06563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197291 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -30656292.000000 Penalty: 6067.083496
	Iteration 45Q: 3 clusters Score -3.065629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197292 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -30656286.000000 Penalty: 6067.083496
	Iteration 46Q: 3 clusters Score -3.065629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197292 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -30656286.000000 Penalty: 6067.083496
	Iteration 47F: 3 clusters Score -3.065629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 6312 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 10075 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 35247 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Entering Unmasked Estep 
Score: -95417944.000000 Penalty: 66474.250000
Splitting cluster 4 changes total score from -95416632.000000 to -95417944.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -889892.437500 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -889892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -884582.437500 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -884582.4 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -886908.937500 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -886908.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -888427.437500 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -888427.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -889481.125000 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -889481.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -890066.750000 Penalty: 4340.103027
	Iteration 4F: 3 clusters Score -890066.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -890429.937500 Penalty: 4340.103027
	Iteration 5F: 3 clusters Score -890429.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -890647.187500 Penalty: 4340.103027
	Iteration 6Q: 3 clusters Score -890647.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -890799.062500 Penalty: 4340.103027
	Iteration 7Q: 3 clusters Score -890799.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -890880.750000 Penalty: 4340.103027
	Iteration 8Q: 3 clusters Score -890880.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -890924.312500 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -890924.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -890962.750000 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -890962.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -890987.750000 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -890987.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -891002.375000 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -891002.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -891016.312500 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -891016.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -891023.437500 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -891023.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -891033.687500 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -891033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -891037.187500 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -891037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -891038.500000 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -891038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -891043.562500 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -891043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -891051.500000 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -891051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -891056.500000 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -891056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -891059.375000 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -891059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -891061.750000 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -891061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -891065.625000 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -891065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -891064.937500 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -891064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -891065.625000 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -891065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -891065.625000 Penalty: 4340.103027
	Iteration 26F: 3 clusters Score -891065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 10075 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 35247 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Entering Unmasked Estep 
Score: -95417624.000000 Penalty: 69797.968750
Splitting cluster 5 changes total score from -95416632.000000 to -95417624.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -394557.437500 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -394557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -391926.218750 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -391926.2 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -405874.062500 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -405874.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -413710.062500 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -413710.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -414832.062500 Penalty: 4081.837646
	Iteration 3Q: 3 clusters Score -414832.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -415117.562500 Penalty: 4081.837646
	Iteration 4Q: 3 clusters Score -415117.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -415270.968750 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -415271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -415335.250000 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -415335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -415378.187500 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -415378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -415390.062500 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -415390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -415407.687500 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -415407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -415468.687500 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -415468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -415584.593750 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -415584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -415620.281250 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -415620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -415645.187500 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -415645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -415647.562500 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -415647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -415656.687500 Penalty: 4081.837646
	Iteration 15F: 3 clusters Score -415656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -415673.687500 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -415673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -415676.781250 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -415676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -415688.250000 Penalty: 4081.837646
	Iteration 18Q: 3 clusters Score -415688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -415703.656250 Penalty: 4081.837646
	Iteration 19Q: 3 clusters Score -415703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -415703.656250 Penalty: 4081.837646
	Iteration 20F: 3 clusters Score -415703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 10075 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 35247 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 1067 members 
Entering Unmasked Estep 
Score: -95437744.000000 Penalty: 73121.679688
Splitting cluster 6 changes total score from -95416632.000000 to -95437744.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (158146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158146 members 
Entering Unmasked Estep 
Score: -23581432.000000 Penalty: 2968.875977
	Iteration 0F: 2 clusters Score -2.358143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -23480918.000000 Penalty: 5937.751953
	Iteration 0F: 3 clusters Score -2.348092e+07 nChanged 75693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -23525854.000000 Penalty: 5937.751953
	Iteration 1F: 3 clusters Score -2.352585e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -23527716.000000 Penalty: 5937.751953
	Iteration 2Q: 3 clusters Score -2.352772e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -23530464.000000 Penalty: 5937.751953
	Iteration 3Q: 3 clusters Score -2.353046e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -23534748.000000 Penalty: 5937.751953
	Iteration 4F: 3 clusters Score -2.353475e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -23541004.000000 Penalty: 5937.751953
	Iteration 5F: 3 clusters Score -2.3541e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115807 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -23549506.000000 Penalty: 5937.751953
	Iteration 6F: 3 clusters Score -2.354951e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -23558908.000000 Penalty: 5937.751953
	Iteration 7F: 3 clusters Score -2.355891e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135906 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -23566710.000000 Penalty: 5937.751953
	Iteration 8F: 3 clusters Score -2.356671e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -23571644.000000 Penalty: 5937.751953
	Iteration 9Q: 3 clusters Score -2.357164e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -23574800.000000 Penalty: 5937.751953
	Iteration 10Q: 3 clusters Score -2.35748e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -23576348.000000 Penalty: 5937.751953
	Iteration 11Q: 3 clusters Score -2.357635e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -23577288.000000 Penalty: 5937.751953
	Iteration 12Q: 3 clusters Score -2.357729e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -23577852.000000 Penalty: 5937.751953
	Iteration 13Q: 3 clusters Score -2.357785e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -23578212.000000 Penalty: 5937.751953
	Iteration 14Q: 3 clusters Score -2.357821e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -23578452.000000 Penalty: 5937.751953
	Iteration 15Q: 3 clusters Score -2.357845e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -23578612.000000 Penalty: 5937.751953
	Iteration 16Q: 3 clusters Score -2.357861e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -23578818.000000 Penalty: 5937.751953
	Iteration 17Q: 3 clusters Score -2.357882e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155752 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -23578942.000000 Penalty: 5937.751953
	Iteration 18Q: 3 clusters Score -2.357894e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155971 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -23579100.000000 Penalty: 5937.751953
	Iteration 19Q: 3 clusters Score -2.35791e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156108 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -23579156.000000 Penalty: 5937.751953
	Iteration 20F: 3 clusters Score -2.357916e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23579264.000000 Penalty: 5937.751953
	Iteration 21Q: 3 clusters Score -2.357926e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23579404.000000 Penalty: 5937.751953
	Iteration 22Q: 3 clusters Score -2.35794e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156382 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23579462.000000 Penalty: 5937.751953
	Iteration 23Q: 3 clusters Score -2.357946e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23579510.000000 Penalty: 5937.751953
	Iteration 24Q: 3 clusters Score -2.357951e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23579594.000000 Penalty: 5937.751953
	Iteration 25Q: 3 clusters Score -2.357959e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156488 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23579624.000000 Penalty: 5937.751953
	Iteration 26Q: 3 clusters Score -2.357962e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -23579698.000000 Penalty: 5937.751953
	Iteration 27Q: 3 clusters Score -2.35797e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156536 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -23579722.000000 Penalty: 5937.751953
	Iteration 28Q: 3 clusters Score -2.357972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156552 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -23579732.000000 Penalty: 5937.751953
	Iteration 29Q: 3 clusters Score -2.357973e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23579754.000000 Penalty: 5937.751953
	Iteration 30Q: 3 clusters Score -2.357975e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156539 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23579808.000000 Penalty: 5937.751953
	Iteration 31Q: 3 clusters Score -2.357981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -23579830.000000 Penalty: 5937.751953
	Iteration 32Q: 3 clusters Score -2.357983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -23579836.000000 Penalty: 5937.751953
	Iteration 33Q: 3 clusters Score -2.357984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156514 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -23579834.000000 Penalty: 5937.751953
	Iteration 34Q: 3 clusters Score -2.357983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -23579846.000000 Penalty: 5937.751953
	Iteration 35Q: 3 clusters Score -2.357985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -23579870.000000 Penalty: 5937.751953
	Iteration 36Q: 3 clusters Score -2.357987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156488 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23579878.000000 Penalty: 5937.751953
	Iteration 37Q: 3 clusters Score -2.357988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -23579902.000000 Penalty: 5937.751953
	Iteration 38Q: 3 clusters Score -2.35799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -23579906.000000 Penalty: 5937.751953
	Iteration 39Q: 3 clusters Score -2.357991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23579934.000000 Penalty: 5937.751953
	Iteration 40F: 3 clusters Score -2.357993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23579934.000000 Penalty: 5937.751953
	Iteration 41Q: 3 clusters Score -2.357993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23579938.000000 Penalty: 5937.751953
	Iteration 42Q: 3 clusters Score -2.357994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -23579950.000000 Penalty: 5937.751953
	Iteration 43Q: 3 clusters Score -2.357995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -23579946.000000 Penalty: 5937.751953
	Iteration 44Q: 3 clusters Score -2.357995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -23579952.000000 Penalty: 5937.751953
	Iteration 45Q: 3 clusters Score -2.357995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23579954.000000 Penalty: 5937.751953
	Iteration 46Q: 3 clusters Score -2.357995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23579950.000000 Penalty: 5937.751953
	Iteration 47Q: 3 clusters Score -2.357995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -23579960.000000 Penalty: 5937.751953
	Iteration 48Q: 3 clusters Score -2.357996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23579972.000000 Penalty: 5937.751953
	Iteration 49Q: 3 clusters Score -2.357997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23579974.000000 Penalty: 5937.751953
	Iteration 50Q: 3 clusters Score -2.357997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23579974.000000 Penalty: 5937.751953
	Iteration 51Q: 3 clusters Score -2.357997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -23579990.000000 Penalty: 5937.751953
	Iteration 52Q: 3 clusters Score -2.357999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23580010.000000 Penalty: 5937.751953
	Iteration 53Q: 3 clusters Score -2.358001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23579998.000000 Penalty: 5937.751953
	Iteration 54Q: 3 clusters Score -2.358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23579998.000000 Penalty: 5937.751953
	Iteration 55Q: 3 clusters Score -2.358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23579996.000000 Penalty: 5937.751953
	Iteration 56Q: 3 clusters Score -2.358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23579998.000000 Penalty: 5937.751953
	Iteration 57Q: 3 clusters Score -2.358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -23579988.000000 Penalty: 5937.751953
	Iteration 58Q: 3 clusters Score -2.357999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23579990.000000 Penalty: 5937.751953
	Iteration 59Q: 3 clusters Score -2.357999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -23579996.000000 Penalty: 5937.751953
	Iteration 60F: 3 clusters Score -2.358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -23579984.000000 Penalty: 5937.751953
	Iteration 61Q: 3 clusters Score -2.357998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -23579986.000000 Penalty: 5937.751953
	Iteration 62Q: 3 clusters Score -2.357999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23579988.000000 Penalty: 5937.751953
	Iteration 63Q: 3 clusters Score -2.357999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156407 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23580000.000000 Penalty: 5937.751953
	Iteration 64Q: 3 clusters Score -2.358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -23579994.000000 Penalty: 5937.751953
	Iteration 65Q: 3 clusters Score -2.357999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156405 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23580000.000000 Penalty: 5937.751953
	Iteration 66Q: 3 clusters Score -2.358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156405 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23579998.000000 Penalty: 5937.751953
	Iteration 67Q: 3 clusters Score -2.358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23580002.000000 Penalty: 5937.751953
	Iteration 68Q: 3 clusters Score -2.358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23580008.000000 Penalty: 5937.751953
	Iteration 69Q: 3 clusters Score -2.358001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23580032.000000 Penalty: 5937.751953
	Iteration 70Q: 3 clusters Score -2.358003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23580046.000000 Penalty: 5937.751953
	Iteration 71Q: 3 clusters Score -2.358005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156412 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23580032.000000 Penalty: 5937.751953
	Iteration 72Q: 3 clusters Score -2.358003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23580026.000000 Penalty: 5937.751953
	Iteration 73Q: 3 clusters Score -2.358003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23580016.000000 Penalty: 5937.751953
	Iteration 74Q: 3 clusters Score -2.358002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23580004.000000 Penalty: 5937.751953
	Iteration 75Q: 3 clusters Score -2.358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23580006.000000 Penalty: 5937.751953
	Iteration 76Q: 3 clusters Score -2.358001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -23580016.000000 Penalty: 5937.751953
	Iteration 77Q: 3 clusters Score -2.358002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23580008.000000 Penalty: 5937.751953
	Iteration 78Q: 3 clusters Score -2.358001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23580014.000000 Penalty: 5937.751953
	Iteration 79Q: 3 clusters Score -2.358001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23580024.000000 Penalty: 5937.751953
	Iteration 80F: 3 clusters Score -2.358002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23580010.000000 Penalty: 5937.751953
	Iteration 81Q: 3 clusters Score -2.358001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23580010.000000 Penalty: 5937.751953
	Iteration 82F: 3 clusters Score -2.358001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Entering Unmasked Estep 
Score: -1828589.250000 Penalty: 2341.775391
	Iteration 0F: 2 clusters Score -1828589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1819312.375000 Penalty: 4683.550781
	Iteration 0F: 3 clusters Score -1819312 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1822137.625000 Penalty: 4683.550781
	Iteration 1F: 3 clusters Score -1822138 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1822476.500000 Penalty: 4683.550781
	Iteration 2F: 3 clusters Score -1822476 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1822756.750000 Penalty: 4683.550781
	Iteration 3Q: 3 clusters Score -1822757 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1823017.125000 Penalty: 4683.550781
	Iteration 4Q: 3 clusters Score -1823017 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1823229.875000 Penalty: 4683.550781
	Iteration 5Q: 3 clusters Score -1823230 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1823447.750000 Penalty: 4683.550781
	Iteration 6Q: 3 clusters Score -1823448 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1823694.125000 Penalty: 4683.550781
	Iteration 7Q: 3 clusters Score -1823694 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1823955.375000 Penalty: 4683.550781
	Iteration 8Q: 3 clusters Score -1823955 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1824254.750000 Penalty: 4683.550781
	Iteration 9Q: 3 clusters Score -1824255 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1824566.750000 Penalty: 4683.550781
	Iteration 10Q: 3 clusters Score -1824567 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1824888.250000 Penalty: 4683.550781
	Iteration 11Q: 3 clusters Score -1824888 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1825209.000000 Penalty: 4683.550781
	Iteration 12Q: 3 clusters Score -1825209 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1825500.875000 Penalty: 4683.550781
	Iteration 13Q: 3 clusters Score -1825501 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1825732.375000 Penalty: 4683.550781
	Iteration 14Q: 3 clusters Score -1825732 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1825953.625000 Penalty: 4683.550781
	Iteration 15Q: 3 clusters Score -1825954 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1826086.625000 Penalty: 4683.550781
	Iteration 16Q: 3 clusters Score -1826087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1826205.875000 Penalty: 4683.550781
	Iteration 17Q: 3 clusters Score -1826206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1826299.375000 Penalty: 4683.550781
	Iteration 18Q: 3 clusters Score -1826299 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1826394.500000 Penalty: 4683.550781
	Iteration 19Q: 3 clusters Score -1826394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1826452.875000 Penalty: 4683.550781
	Iteration 20F: 3 clusters Score -1826453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1826502.500000 Penalty: 4683.550781
	Iteration 21Q: 3 clusters Score -1826502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1826542.000000 Penalty: 4683.550781
	Iteration 22Q: 3 clusters Score -1826542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1826557.375000 Penalty: 4683.550781
	Iteration 23Q: 3 clusters Score -1826557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1826567.375000 Penalty: 4683.550781
	Iteration 24Q: 3 clusters Score -1826567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1826583.000000 Penalty: 4683.550781
	Iteration 25Q: 3 clusters Score -1826583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1826592.875000 Penalty: 4683.550781
	Iteration 26Q: 3 clusters Score -1826593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1826595.875000 Penalty: 4683.550781
	Iteration 27Q: 3 clusters Score -1826596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1826599.500000 Penalty: 4683.550781
	Iteration 28Q: 3 clusters Score -1826600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1826606.750000 Penalty: 4683.550781
	Iteration 29Q: 3 clusters Score -1826607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1826611.875000 Penalty: 4683.550781
	Iteration 30Q: 3 clusters Score -1826612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1826615.125000 Penalty: 4683.550781
	Iteration 31Q: 3 clusters Score -1826615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1826612.750000 Penalty: 4683.550781
	Iteration 32Q: 3 clusters Score -1826613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1826612.750000 Penalty: 4683.550781
	Iteration 33F: 3 clusters Score -1826613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Entering Unmasked Estep 
Score: -1460158.000000 Penalty: 2286.017578
	Iteration 0F: 2 clusters Score -1460158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1452419.000000 Penalty: 4572.035156
	Iteration 0F: 3 clusters Score -1452419 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1454877.750000 Penalty: 4572.035156
	Iteration 1F: 3 clusters Score -1454878 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1455469.500000 Penalty: 4572.035156
	Iteration 2F: 3 clusters Score -1455470 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1456105.375000 Penalty: 4572.035156
	Iteration 3F: 3 clusters Score -1456105 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1457009.125000 Penalty: 4572.035156
	Iteration 4F: 3 clusters Score -1457009 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1458702.875000 Penalty: 4572.035156
	Iteration 5F: 3 clusters Score -1458703 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1461367.500000 Penalty: 4572.035156
	Iteration 6F: 3 clusters Score -1461368 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1463140.125000 Penalty: 4572.035156
	Iteration 7F: 3 clusters Score -1463140 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1463721.000000 Penalty: 4572.035156
	Iteration 8Q: 3 clusters Score -1463721 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1463910.125000 Penalty: 4572.035156
	Iteration 9Q: 3 clusters Score -1463910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1463993.500000 Penalty: 4572.035156
	Iteration 10Q: 3 clusters Score -1463994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1464017.000000 Penalty: 4572.035156
	Iteration 11Q: 3 clusters Score -1464017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1464031.000000 Penalty: 4572.035156
	Iteration 12Q: 3 clusters Score -1464031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1464040.625000 Penalty: 4572.035156
	Iteration 13Q: 3 clusters Score -1464041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1464052.750000 Penalty: 4572.035156
	Iteration 14Q: 3 clusters Score -1464053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1464057.000000 Penalty: 4572.035156
	Iteration 15Q: 3 clusters Score -1464057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1464055.625000 Penalty: 4572.035156
	Iteration 16Q: 3 clusters Score -1464056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1464057.375000 Penalty: 4572.035156
	Iteration 17Q: 3 clusters Score -1464057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1464053.875000 Penalty: 4572.035156
	Iteration 18Q: 3 clusters Score -1464054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1464054.125000 Penalty: 4572.035156
	Iteration 19Q: 3 clusters Score -1464054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1464058.500000 Penalty: 4572.035156
	Iteration 20F: 3 clusters Score -1464058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1464056.750000 Penalty: 4572.035156
	Iteration 21Q: 3 clusters Score -1464057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1464054.875000 Penalty: 4572.035156
	Iteration 22Q: 3 clusters Score -1464055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1464056.500000 Penalty: 4572.035156
	Iteration 23Q: 3 clusters Score -1464056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1464056.875000 Penalty: 4572.035156
	Iteration 24Q: 3 clusters Score -1464057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1464054.125000 Penalty: 4572.035156
	Iteration 25Q: 3 clusters Score -1464054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1464055.500000 Penalty: 4572.035156
	Iteration 26Q: 3 clusters Score -1464056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1464055.625000 Penalty: 4572.035156
	Iteration 27Q: 3 clusters Score -1464056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1464058.250000 Penalty: 4572.035156
	Iteration 28Q: 3 clusters Score -1464058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1464058.250000 Penalty: 4572.035156
	Iteration 29F: 3 clusters Score -1464058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 35247 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 3676 members 
Entering Unmasked Estep 
Score: -95440752.000000 Penalty: 76445.390625
Splitting cluster 9 changes total score from -95416632.000000 to -95440752.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (43769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Entering Unmasked Estep 
Score: -6530728.500000 Penalty: 2650.296875
	Iteration 0F: 2 clusters Score -6530728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -6501169.000000 Penalty: 5300.593750
	Iteration 0F: 3 clusters Score -6501169 nChanged 19991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -6512259.000000 Penalty: 5300.593750
	Iteration 1F: 3 clusters Score -6512259 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -6512847.000000 Penalty: 5300.593750
	Iteration 2Q: 3 clusters Score -6512847 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -6513433.500000 Penalty: 5300.593750
	Iteration 3Q: 3 clusters Score -6513434 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6514198.500000 Penalty: 5300.593750
	Iteration 4Q: 3 clusters Score -6514198 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -6515425.000000 Penalty: 5300.593750
	Iteration 5F: 3 clusters Score -6515425 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -6517213.000000 Penalty: 5300.593750
	Iteration 6F: 3 clusters Score -6517213 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -6519699.500000 Penalty: 5300.593750
	Iteration 7F: 3 clusters Score -6519700 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -6522724.000000 Penalty: 5300.593750
	Iteration 8F: 3 clusters Score -6522724 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -6525327.500000 Penalty: 5300.593750
	Iteration 9F: 3 clusters Score -6525328 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -6526995.000000 Penalty: 5300.593750
	Iteration 10Q: 3 clusters Score -6526995 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -6527787.000000 Penalty: 5300.593750
	Iteration 11Q: 3 clusters Score -6527787 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -6528128.000000 Penalty: 5300.593750
	Iteration 12Q: 3 clusters Score -6528128 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6528252.000000 Penalty: 5300.593750
	Iteration 13Q: 3 clusters Score -6528252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -6528330.500000 Penalty: 5300.593750
	Iteration 14Q: 3 clusters Score -6528330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -6528372.500000 Penalty: 5300.593750
	Iteration 15Q: 3 clusters Score -6528372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6528387.000000 Penalty: 5300.593750
	Iteration 16Q: 3 clusters Score -6528387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -6528396.500000 Penalty: 5300.593750
	Iteration 17Q: 3 clusters Score -6528396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6528416.500000 Penalty: 5300.593750
	Iteration 18Q: 3 clusters Score -6528416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -6528427.500000 Penalty: 5300.593750
	Iteration 19Q: 3 clusters Score -6528428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -6528435.500000 Penalty: 5300.593750
	Iteration 20F: 3 clusters Score -6528436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -6528448.500000 Penalty: 5300.593750
	Iteration 21Q: 3 clusters Score -6528448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6528454.500000 Penalty: 5300.593750
	Iteration 22Q: 3 clusters Score -6528454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -6528457.500000 Penalty: 5300.593750
	Iteration 23Q: 3 clusters Score -6528458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -6528457.500000 Penalty: 5300.593750
	Iteration 24F: 3 clusters Score -6528458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -161728.578125 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -161728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159863.890625 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -159863.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160427.406250 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -160427.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -160648.078125 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -160648.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160733.265625 Penalty: 3519.563232
	Iteration 3F: 3 clusters Score -160733.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -160806.078125 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -160806.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -160921.187500 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -160921.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161002.734375 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -161002.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161149.109375 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -161149.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161479.390625 Penalty: 3519.563232
	Iteration 8F: 3 clusters Score -161479.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161804.312500 Penalty: 3519.563232
	Iteration 9F: 3 clusters Score -161804.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -162058.281250 Penalty: 3519.563232
	Iteration 10F: 3 clusters Score -162058.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -162351.093750 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -162351.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -162660.609375 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -162660.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -162969.125000 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -162969.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -163147.828125 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -163147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -163193.359375 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -163193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -163322.875000 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -163322.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -163373.093750 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -163373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -163406.468750 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -163406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -163449.343750 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -163449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163591.906250 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -163591.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -164276.625000 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -164276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164665.125000 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -164665.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -164917.828125 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -164917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -164930.546875 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -164930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -164930.546875 Penalty: 3519.563232
	Iteration 25F: 3 clusters Score -164930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 35247 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 507 members 
Entering Unmasked Estep 
Score: -95442208.000000 Penalty: 79769.101562
Splitting cluster 11 changes total score from -95416632.000000 to -95442208.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (6478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Entering Unmasked Estep 
Score: -904716.375000 Penalty: 2176.489502
	Iteration 0F: 2 clusters Score -904716.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -899252.375000 Penalty: 4352.979004
	Iteration 0F: 3 clusters Score -899252.4 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -900789.187500 Penalty: 4352.979004
	Iteration 1F: 3 clusters Score -900789.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -901127.937500 Penalty: 4352.979004
	Iteration 2F: 3 clusters Score -901127.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -901387.312500 Penalty: 4352.979004
	Iteration 3F: 3 clusters Score -901387.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -901587.562500 Penalty: 4352.979004
	Iteration 4Q: 3 clusters Score -901587.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -901790.687500 Penalty: 4352.979004
	Iteration 5Q: 3 clusters Score -901790.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -901968.125000 Penalty: 4352.979004
	Iteration 6Q: 3 clusters Score -901968.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -902142.937500 Penalty: 4352.979004
	Iteration 7Q: 3 clusters Score -902142.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -902274.312500 Penalty: 4352.979004
	Iteration 8Q: 3 clusters Score -902274.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -902380.312500 Penalty: 4352.979004
	Iteration 9Q: 3 clusters Score -902380.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -902472.000000 Penalty: 4352.979004
	Iteration 10Q: 3 clusters Score -902472 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -902564.437500 Penalty: 4352.979004
	Iteration 11Q: 3 clusters Score -902564.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -902640.750000 Penalty: 4352.979004
	Iteration 12Q: 3 clusters Score -902640.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -902706.062500 Penalty: 4352.979004
	Iteration 13Q: 3 clusters Score -902706.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -902765.812500 Penalty: 4352.979004
	Iteration 14Q: 3 clusters Score -902765.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -902826.625000 Penalty: 4352.979004
	Iteration 15Q: 3 clusters Score -902826.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -902877.937500 Penalty: 4352.979004
	Iteration 16Q: 3 clusters Score -902877.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -902929.062500 Penalty: 4352.979004
	Iteration 17Q: 3 clusters Score -902929.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -902970.125000 Penalty: 4352.979004
	Iteration 18Q: 3 clusters Score -902970.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -903002.375000 Penalty: 4352.979004
	Iteration 19Q: 3 clusters Score -903002.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -903045.375000 Penalty: 4352.979004
	Iteration 20F: 3 clusters Score -903045.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -903090.687500 Penalty: 4352.979004
	Iteration 21Q: 3 clusters Score -903090.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -903138.937500 Penalty: 4352.979004
	Iteration 22Q: 3 clusters Score -903138.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -903183.062500 Penalty: 4352.979004
	Iteration 23Q: 3 clusters Score -903183.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -903206.375000 Penalty: 4352.979004
	Iteration 24Q: 3 clusters Score -903206.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -903234.375000 Penalty: 4352.979004
	Iteration 25Q: 3 clusters Score -903234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -903254.937500 Penalty: 4352.979004
	Iteration 26Q: 3 clusters Score -903254.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -903268.250000 Penalty: 4352.979004
	Iteration 27Q: 3 clusters Score -903268.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -903289.562500 Penalty: 4352.979004
	Iteration 28Q: 3 clusters Score -903289.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -903315.500000 Penalty: 4352.979004
	Iteration 29Q: 3 clusters Score -903315.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -903337.062500 Penalty: 4352.979004
	Iteration 30Q: 3 clusters Score -903337.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -903349.937500 Penalty: 4352.979004
	Iteration 31Q: 3 clusters Score -903349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -903354.187500 Penalty: 4352.979004
	Iteration 32Q: 3 clusters Score -903354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -903366.937500 Penalty: 4352.979004
	Iteration 33Q: 3 clusters Score -903366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -903370.625000 Penalty: 4352.979004
	Iteration 34Q: 3 clusters Score -903370.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -903376.250000 Penalty: 4352.979004
	Iteration 35Q: 3 clusters Score -903376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -903375.625000 Penalty: 4352.979004
	Iteration 36Q: 3 clusters Score -903375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -903378.687500 Penalty: 4352.979004
	Iteration 37Q: 3 clusters Score -903378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -903379.562500 Penalty: 4352.979004
	Iteration 38Q: 3 clusters Score -903379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -903379.562500 Penalty: 4352.979004
	Iteration 39F: 3 clusters Score -903379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Entering Unmasked Estep 
Score: -5306705.500000 Penalty: 2624.242432
	Iteration 0F: 2 clusters Score -5306706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5280069.000000 Penalty: 5248.484863
	Iteration 0F: 3 clusters Score -5280069 nChanged 17989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5290405.000000 Penalty: 5248.484863
	Iteration 1F: 3 clusters Score -5290405 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5291669.500000 Penalty: 5248.484863
	Iteration 2F: 3 clusters Score -5291670 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5293255.000000 Penalty: 5248.484863
	Iteration 3F: 3 clusters Score -5293255 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5295113.500000 Penalty: 5248.484863
	Iteration 4F: 3 clusters Score -5295114 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5296989.500000 Penalty: 5248.484863
	Iteration 5F: 3 clusters Score -5296990 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -5298603.000000 Penalty: 5248.484863
	Iteration 6F: 3 clusters Score -5298603 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -5299717.000000 Penalty: 5248.484863
	Iteration 7F: 3 clusters Score -5299717 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -5300471.000000 Penalty: 5248.484863
	Iteration 8Q: 3 clusters Score -5300471 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -5301018.500000 Penalty: 5248.484863
	Iteration 9Q: 3 clusters Score -5301018 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -5301451.000000 Penalty: 5248.484863
	Iteration 10Q: 3 clusters Score -5301451 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -5301812.500000 Penalty: 5248.484863
	Iteration 11Q: 3 clusters Score -5301812 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5302087.000000 Penalty: 5248.484863
	Iteration 12Q: 3 clusters Score -5302087 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5302384.000000 Penalty: 5248.484863
	Iteration 13Q: 3 clusters Score -5302384 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5302683.000000 Penalty: 5248.484863
	Iteration 14Q: 3 clusters Score -5302683 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -5302995.000000 Penalty: 5248.484863
	Iteration 15Q: 3 clusters Score -5302995 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5303331.500000 Penalty: 5248.484863
	Iteration 16Q: 3 clusters Score -5303332 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5303666.500000 Penalty: 5248.484863
	Iteration 17Q: 3 clusters Score -5303666 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -5304045.500000 Penalty: 5248.484863
	Iteration 18Q: 3 clusters Score -5304046 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5304373.500000 Penalty: 5248.484863
	Iteration 19Q: 3 clusters Score -5304374 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5304724.500000 Penalty: 5248.484863
	Iteration 20F: 3 clusters Score -5304724 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -5304968.000000 Penalty: 5248.484863
	Iteration 21Q: 3 clusters Score -5304968 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -5305198.500000 Penalty: 5248.484863
	Iteration 22Q: 3 clusters Score -5305198 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -5305385.500000 Penalty: 5248.484863
	Iteration 23Q: 3 clusters Score -5305386 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5305555.500000 Penalty: 5248.484863
	Iteration 24Q: 3 clusters Score -5305556 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -5305652.500000 Penalty: 5248.484863
	Iteration 25Q: 3 clusters Score -5305652 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5305742.000000 Penalty: 5248.484863
	Iteration 26Q: 3 clusters Score -5305742 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -5305819.500000 Penalty: 5248.484863
	Iteration 27Q: 3 clusters Score -5305820 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5305863.500000 Penalty: 5248.484863
	Iteration 28Q: 3 clusters Score -5305864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5305894.500000 Penalty: 5248.484863
	Iteration 29Q: 3 clusters Score -5305894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -5305922.500000 Penalty: 5248.484863
	Iteration 30Q: 3 clusters Score -5305922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -5305953.000000 Penalty: 5248.484863
	Iteration 31Q: 3 clusters Score -5305953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -5305969.000000 Penalty: 5248.484863
	Iteration 32Q: 3 clusters Score -5305969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5305974.500000 Penalty: 5248.484863
	Iteration 33Q: 3 clusters Score -5305974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -5305975.500000 Penalty: 5248.484863
	Iteration 34Q: 3 clusters Score -5305976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5305967.500000 Penalty: 5248.484863
	Iteration 35Q: 3 clusters Score -5305968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5305973.000000 Penalty: 5248.484863
	Iteration 36Q: 3 clusters Score -5305973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5305987.500000 Penalty: 5248.484863
	Iteration 37Q: 3 clusters Score -5305988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5305988.500000 Penalty: 5248.484863
	Iteration 38Q: 3 clusters Score -5305988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5305994.500000 Penalty: 5248.484863
	Iteration 39Q: 3 clusters Score -5305994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5305991.000000 Penalty: 5248.484863
	Iteration 40F: 3 clusters Score -5305991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5305986.500000 Penalty: 5248.484863
	Iteration 41Q: 3 clusters Score -5305986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -5305992.000000 Penalty: 5248.484863
	Iteration 42Q: 3 clusters Score -5305992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5305995.000000 Penalty: 5248.484863
	Iteration 43Q: 3 clusters Score -5305995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -5305996.000000 Penalty: 5248.484863
	Iteration 44Q: 3 clusters Score -5305996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -5305988.500000 Penalty: 5248.484863
	Iteration 45Q: 3 clusters Score -5305988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -5305991.000000 Penalty: 5248.484863
	Iteration 46Q: 3 clusters Score -5305991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -5305991.500000 Penalty: 5248.484863
	Iteration 47Q: 3 clusters Score -5305992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5305990.500000 Penalty: 5248.484863
	Iteration 48Q: 3 clusters Score -5305990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -5305992.500000 Penalty: 5248.484863
	Iteration 49Q: 3 clusters Score -5305992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -5305994.500000 Penalty: 5248.484863
	Iteration 50Q: 3 clusters Score -5305994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -5305994.500000 Penalty: 5248.484863
	Iteration 51F: 3 clusters Score -5305994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -635195.500000 Penalty: 2090.233643
	Iteration 0F: 2 clusters Score -635195.5 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 2290 members 
Entering Unmasked Estep 
Score: -631022.937500 Penalty: 4180.467285
	Iteration 0F: 3 clusters Score -631022.9 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -632479.187500 Penalty: 4180.467285
	Iteration 1F: 3 clusters Score -632479.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -634167.625000 Penalty: 4180.467285
	Iteration 2F: 3 clusters Score -634167.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -636149.062500 Penalty: 4180.467285
	Iteration 3F: 3 clusters Score -636149.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -637211.687500 Penalty: 4180.467285
	Iteration 4F: 3 clusters Score -637211.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -637612.062500 Penalty: 4180.467285
	Iteration 5F: 3 clusters Score -637612.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -637781.562500 Penalty: 4180.467285
	Iteration 6Q: 3 clusters Score -637781.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -637920.750000 Penalty: 4180.467285
	Iteration 7Q: 3 clusters Score -637920.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -638070.125000 Penalty: 4180.467285
	Iteration 8Q: 3 clusters Score -638070.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -638231.625000 Penalty: 4180.467285
	Iteration 9Q: 3 clusters Score -638231.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -638515.187500 Penalty: 4180.467285
	Iteration 10Q: 3 clusters Score -638515.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -638809.437500 Penalty: 4180.467285
	Iteration 11Q: 3 clusters Score -638809.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -638857.562500 Penalty: 4180.467285
	Iteration 12Q: 3 clusters Score -638857.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -638861.687500 Penalty: 4180.467285
	Iteration 13Q: 3 clusters Score -638861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -638863.562500 Penalty: 4180.467285
	Iteration 14Q: 3 clusters Score -638863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -638863.562500 Penalty: 4180.467285
	Iteration 15F: 3 clusters Score -638863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 35247 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 2304 members 
Entering Unmasked Estep 
Score: -95444648.000000 Penalty: 83092.820312
Splitting cluster 14 changes total score from -95416632.000000 to -95444648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (35247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Entering Unmasked Estep 
Score: -5160270.500000 Penalty: 2596.593750
	Iteration 0F: 2 clusters Score -5160270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -5136449.500000 Penalty: 5193.187500
	Iteration 0F: 3 clusters Score -5136450 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -5145183.000000 Penalty: 5193.187500
	Iteration 1F: 3 clusters Score -5145183 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5145897.000000 Penalty: 5193.187500
	Iteration 2Q: 3 clusters Score -5145897 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5146903.500000 Penalty: 5193.187500
	Iteration 3Q: 3 clusters Score -5146904 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5148342.500000 Penalty: 5193.187500
	Iteration 4F: 3 clusters Score -5148342 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5150503.500000 Penalty: 5193.187500
	Iteration 5F: 3 clusters Score -5150504 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5153474.000000 Penalty: 5193.187500
	Iteration 6F: 3 clusters Score -5153474 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -5156381.000000 Penalty: 5193.187500
	Iteration 7F: 3 clusters Score -5156381 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5158098.000000 Penalty: 5193.187500
	Iteration 8F: 3 clusters Score -5158098 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -5158910.500000 Penalty: 5193.187500
	Iteration 9Q: 3 clusters Score -5158910 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -5159211.000000 Penalty: 5193.187500
	Iteration 10Q: 3 clusters Score -5159211 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -5159406.000000 Penalty: 5193.187500
	Iteration 11Q: 3 clusters Score -5159406 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -5159548.000000 Penalty: 5193.187500
	Iteration 12Q: 3 clusters Score -5159548 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -5159691.500000 Penalty: 5193.187500
	Iteration 13Q: 3 clusters Score -5159692 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5159793.000000 Penalty: 5193.187500
	Iteration 14Q: 3 clusters Score -5159793 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5159903.500000 Penalty: 5193.187500
	Iteration 15Q: 3 clusters Score -5159904 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -5160010.500000 Penalty: 5193.187500
	Iteration 16Q: 3 clusters Score -5160010 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5160139.500000 Penalty: 5193.187500
	Iteration 17Q: 3 clusters Score -5160140 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5160209.500000 Penalty: 5193.187500
	Iteration 18Q: 3 clusters Score -5160210 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5160285.500000 Penalty: 5193.187500
	Iteration 19Q: 3 clusters Score -5160286 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5160361.000000 Penalty: 5193.187500
	Iteration 20F: 3 clusters Score -5160361 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5160416.000000 Penalty: 5193.187500
	Iteration 21Q: 3 clusters Score -5160416 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5160486.000000 Penalty: 5193.187500
	Iteration 22Q: 3 clusters Score -5160486 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5160544.500000 Penalty: 5193.187500
	Iteration 23Q: 3 clusters Score -5160544 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5160649.500000 Penalty: 5193.187500
	Iteration 24Q: 3 clusters Score -5160650 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5160773.500000 Penalty: 5193.187500
	Iteration 25Q: 3 clusters Score -5160774 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5160941.000000 Penalty: 5193.187500
	Iteration 26Q: 3 clusters Score -5160941 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5161202.500000 Penalty: 5193.187500
	Iteration 27Q: 3 clusters Score -5161202 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5161369.500000 Penalty: 5193.187500
	Iteration 28Q: 3 clusters Score -5161370 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5161465.000000 Penalty: 5193.187500
	Iteration 29Q: 3 clusters Score -5161465 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5161535.000000 Penalty: 5193.187500
	Iteration 30Q: 3 clusters Score -5161535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5161561.000000 Penalty: 5193.187500
	Iteration 31Q: 3 clusters Score -5161561 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5161568.500000 Penalty: 5193.187500
	Iteration 32Q: 3 clusters Score -5161568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5161586.000000 Penalty: 5193.187500
	Iteration 33Q: 3 clusters Score -5161586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5161599.000000 Penalty: 5193.187500
	Iteration 34Q: 3 clusters Score -5161599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5161622.500000 Penalty: 5193.187500
	Iteration 35Q: 3 clusters Score -5161622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5161623.000000 Penalty: 5193.187500
	Iteration 36Q: 3 clusters Score -5161623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5161630.500000 Penalty: 5193.187500
	Iteration 37Q: 3 clusters Score -5161630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5161628.500000 Penalty: 5193.187500
	Iteration 38Q: 3 clusters Score -5161628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5161629.500000 Penalty: 5193.187500
	Iteration 39Q: 3 clusters Score -5161630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5161625.500000 Penalty: 5193.187500
	Iteration 40F: 3 clusters Score -5161626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5161631.000000 Penalty: 5193.187500
	Iteration 41Q: 3 clusters Score -5161631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5161630.000000 Penalty: 5193.187500
	Iteration 42Q: 3 clusters Score -5161630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5161626.000000 Penalty: 5193.187500
	Iteration 43Q: 3 clusters Score -5161626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5161630.000000 Penalty: 5193.187500
	Iteration 44Q: 3 clusters Score -5161630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5161624.000000 Penalty: 5193.187500
	Iteration 45Q: 3 clusters Score -5161624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5161628.500000 Penalty: 5193.187500
	Iteration 46Q: 3 clusters Score -5161628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5161628.500000 Penalty: 5193.187500
	Iteration 47Q: 3 clusters Score -5161628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5161628.500000 Penalty: 5193.187500
	Iteration 48Q: 3 clusters Score -5161628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5161628.000000 Penalty: 5193.187500
	Iteration 49Q: 3 clusters Score -5161628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5161628.000000 Penalty: 5193.187500
	Iteration 50F: 3 clusters Score -5161628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 33079 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 2168 members 
Entering Unmasked Estep 
Score: -95446008.000000 Penalty: 86416.531250
Splitting cluster 16 changes total score from -95416632.000000 to -95446008.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (11119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Entering Unmasked Estep 
Score: -1590108.250000 Penalty: 2310.469971
	Iteration 0F: 2 clusters Score -1590108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1581773.125000 Penalty: 4620.939941
	Iteration 0F: 3 clusters Score -1581773 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1584418.375000 Penalty: 4620.939941
	Iteration 1F: 3 clusters Score -1584418 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1584978.875000 Penalty: 4620.939941
	Iteration 2F: 3 clusters Score -1584979 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1585580.875000 Penalty: 4620.939941
	Iteration 3F: 3 clusters Score -1585581 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1586096.750000 Penalty: 4620.939941
	Iteration 4F: 3 clusters Score -1586097 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1586530.250000 Penalty: 4620.939941
	Iteration 5F: 3 clusters Score -1586530 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1586900.875000 Penalty: 4620.939941
	Iteration 6Q: 3 clusters Score -1586901 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1587226.250000 Penalty: 4620.939941
	Iteration 7Q: 3 clusters Score -1587226 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1587505.125000 Penalty: 4620.939941
	Iteration 8Q: 3 clusters Score -1587505 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1587738.750000 Penalty: 4620.939941
	Iteration 9Q: 3 clusters Score -1587739 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1587882.000000 Penalty: 4620.939941
	Iteration 10Q: 3 clusters Score -1587882 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1587998.250000 Penalty: 4620.939941
	Iteration 11Q: 3 clusters Score -1587998 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1588062.750000 Penalty: 4620.939941
	Iteration 12Q: 3 clusters Score -1588063 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1588113.000000 Penalty: 4620.939941
	Iteration 13Q: 3 clusters Score -1588113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1588146.000000 Penalty: 4620.939941
	Iteration 14Q: 3 clusters Score -1588146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1588163.875000 Penalty: 4620.939941
	Iteration 15Q: 3 clusters Score -1588164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1588184.625000 Penalty: 4620.939941
	Iteration 16Q: 3 clusters Score -1588185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1588194.500000 Penalty: 4620.939941
	Iteration 17Q: 3 clusters Score -1588194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1588212.250000 Penalty: 4620.939941
	Iteration 18Q: 3 clusters Score -1588212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1588230.250000 Penalty: 4620.939941
	Iteration 19Q: 3 clusters Score -1588230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1588243.875000 Penalty: 4620.939941
	Iteration 20F: 3 clusters Score -1588244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1588265.125000 Penalty: 4620.939941
	Iteration 21Q: 3 clusters Score -1588265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1588283.750000 Penalty: 4620.939941
	Iteration 22Q: 3 clusters Score -1588284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1588300.500000 Penalty: 4620.939941
	Iteration 23Q: 3 clusters Score -1588300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1588309.375000 Penalty: 4620.939941
	Iteration 24Q: 3 clusters Score -1588309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1588319.625000 Penalty: 4620.939941
	Iteration 25Q: 3 clusters Score -1588320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1588335.375000 Penalty: 4620.939941
	Iteration 26Q: 3 clusters Score -1588335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1588351.250000 Penalty: 4620.939941
	Iteration 27Q: 3 clusters Score -1588351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1588371.125000 Penalty: 4620.939941
	Iteration 28Q: 3 clusters Score -1588371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1588383.500000 Penalty: 4620.939941
	Iteration 29Q: 3 clusters Score -1588384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1588401.250000 Penalty: 4620.939941
	Iteration 30Q: 3 clusters Score -1588401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1588424.250000 Penalty: 4620.939941
	Iteration 31Q: 3 clusters Score -1588424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1588441.250000 Penalty: 4620.939941
	Iteration 32Q: 3 clusters Score -1588441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1588461.000000 Penalty: 4620.939941
	Iteration 33Q: 3 clusters Score -1588461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1588480.750000 Penalty: 4620.939941
	Iteration 34Q: 3 clusters Score -1588481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1588504.625000 Penalty: 4620.939941
	Iteration 35Q: 3 clusters Score -1588505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1588534.875000 Penalty: 4620.939941
	Iteration 36Q: 3 clusters Score -1588535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1588566.250000 Penalty: 4620.939941
	Iteration 37Q: 3 clusters Score -1588566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1588611.750000 Penalty: 4620.939941
	Iteration 38Q: 3 clusters Score -1588612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1588669.625000 Penalty: 4620.939941
	Iteration 39Q: 3 clusters Score -1588670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1588737.625000 Penalty: 4620.939941
	Iteration 40F: 3 clusters Score -1588738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1588816.375000 Penalty: 4620.939941
	Iteration 41Q: 3 clusters Score -1588816 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1588867.250000 Penalty: 4620.939941
	Iteration 42Q: 3 clusters Score -1588867 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1588919.375000 Penalty: 4620.939941
	Iteration 43Q: 3 clusters Score -1588919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1588958.875000 Penalty: 4620.939941
	Iteration 44Q: 3 clusters Score -1588959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1588984.625000 Penalty: 4620.939941
	Iteration 45Q: 3 clusters Score -1588985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1589009.500000 Penalty: 4620.939941
	Iteration 46Q: 3 clusters Score -1589010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1589032.625000 Penalty: 4620.939941
	Iteration 47Q: 3 clusters Score -1589033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1589046.125000 Penalty: 4620.939941
	Iteration 48Q: 3 clusters Score -1589046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1589056.250000 Penalty: 4620.939941
	Iteration 49Q: 3 clusters Score -1589056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1589069.875000 Penalty: 4620.939941
	Iteration 50Q: 3 clusters Score -1589070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1589080.000000 Penalty: 4620.939941
	Iteration 51Q: 3 clusters Score -1589080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1589083.375000 Penalty: 4620.939941
	Iteration 52Q: 3 clusters Score -1589083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1589082.875000 Penalty: 4620.939941
	Iteration 53Q: 3 clusters Score -1589083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1589087.500000 Penalty: 4620.939941
	Iteration 54Q: 3 clusters Score -1589088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1589089.625000 Penalty: 4620.939941
	Iteration 55Q: 3 clusters Score -1589090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1589090.625000 Penalty: 4620.939941
	Iteration 56Q: 3 clusters Score -1589091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1589092.875000 Penalty: 4620.939941
	Iteration 57Q: 3 clusters Score -1589093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1589095.125000 Penalty: 4620.939941
	Iteration 58Q: 3 clusters Score -1589095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1589093.750000 Penalty: 4620.939941
	Iteration 59Q: 3 clusters Score -1589094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1589097.625000 Penalty: 4620.939941
	Iteration 60F: 3 clusters Score -1589098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1589094.375000 Penalty: 4620.939941
	Iteration 61Q: 3 clusters Score -1589094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1589098.625000 Penalty: 4620.939941
	Iteration 62Q: 3 clusters Score -1589099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1589098.625000 Penalty: 4620.939941
	Iteration 63Q: 3 clusters Score -1589099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1589098.750000 Penalty: 4620.939941
	Iteration 64Q: 3 clusters Score -1589099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1589100.625000 Penalty: 4620.939941
	Iteration 65Q: 3 clusters Score -1589101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1589098.875000 Penalty: 4620.939941
	Iteration 66Q: 3 clusters Score -1589099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1589099.250000 Penalty: 4620.939941
	Iteration 67Q: 3 clusters Score -1589099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1589105.375000 Penalty: 4620.939941
	Iteration 68Q: 3 clusters Score -1589105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1589102.000000 Penalty: 4620.939941
	Iteration 69Q: 3 clusters Score -1589102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1589104.250000 Penalty: 4620.939941
	Iteration 70Q: 3 clusters Score -1589104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1589103.625000 Penalty: 4620.939941
	Iteration 71Q: 3 clusters Score -1589104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1589105.625000 Penalty: 4620.939941
	Iteration 72Q: 3 clusters Score -1589106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1589106.250000 Penalty: 4620.939941
	Iteration 73Q: 3 clusters Score -1589106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1589107.500000 Penalty: 4620.939941
	Iteration 74Q: 3 clusters Score -1589108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1589112.625000 Penalty: 4620.939941
	Iteration 75Q: 3 clusters Score -1589113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1589112.375000 Penalty: 4620.939941
	Iteration 76Q: 3 clusters Score -1589112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1589113.750000 Penalty: 4620.939941
	Iteration 77Q: 3 clusters Score -1589114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1589117.125000 Penalty: 4620.939941
	Iteration 78Q: 3 clusters Score -1589117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1589121.625000 Penalty: 4620.939941
	Iteration 79Q: 3 clusters Score -1589122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1589124.125000 Penalty: 4620.939941
	Iteration 80F: 3 clusters Score -1589124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1589127.000000 Penalty: 4620.939941
	Iteration 81Q: 3 clusters Score -1589127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1589126.875000 Penalty: 4620.939941
	Iteration 82Q: 3 clusters Score -1589127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1589131.000000 Penalty: 4620.939941
	Iteration 83Q: 3 clusters Score -1589131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1589135.125000 Penalty: 4620.939941
	Iteration 84Q: 3 clusters Score -1589135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1589136.250000 Penalty: 4620.939941
	Iteration 85Q: 3 clusters Score -1589136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1589135.000000 Penalty: 4620.939941
	Iteration 86Q: 3 clusters Score -1589135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1589135.875000 Penalty: 4620.939941
	Iteration 87Q: 3 clusters Score -1589136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1589136.750000 Penalty: 4620.939941
	Iteration 88Q: 3 clusters Score -1589137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1589134.625000 Penalty: 4620.939941
	Iteration 89Q: 3 clusters Score -1589135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1589135.500000 Penalty: 4620.939941
	Iteration 90Q: 3 clusters Score -1589136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1589135.500000 Penalty: 4620.939941
	Iteration 91F: 3 clusters Score -1589136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Entering Unmasked Estep 
Score: -923233.875000 Penalty: 2215.712158
	Iteration 0F: 2 clusters Score -923233.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -917204.062500 Penalty: 4431.424316
	Iteration 0F: 3 clusters Score -917204.1 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -919293.687500 Penalty: 4431.424316
	Iteration 1F: 3 clusters Score -919293.7 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -920407.312500 Penalty: 4431.424316
	Iteration 2F: 3 clusters Score -920407.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -921727.500000 Penalty: 4431.424316
	Iteration 3F: 3 clusters Score -921727.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -922606.562500 Penalty: 4431.424316
	Iteration 4F: 3 clusters Score -922606.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -923040.000000 Penalty: 4431.424316
	Iteration 5F: 3 clusters Score -923040 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -923332.000000 Penalty: 4431.424316
	Iteration 6F: 3 clusters Score -923332 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -923551.375000 Penalty: 4431.424316
	Iteration 7Q: 3 clusters Score -923551.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -923752.125000 Penalty: 4431.424316
	Iteration 8Q: 3 clusters Score -923752.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -923914.000000 Penalty: 4431.424316
	Iteration 9Q: 3 clusters Score -923914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -924019.500000 Penalty: 4431.424316
	Iteration 10Q: 3 clusters Score -924019.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -924108.437500 Penalty: 4431.424316
	Iteration 11Q: 3 clusters Score -924108.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -924166.937500 Penalty: 4431.424316
	Iteration 12Q: 3 clusters Score -924166.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -924208.000000 Penalty: 4431.424316
	Iteration 13Q: 3 clusters Score -924208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -924238.625000 Penalty: 4431.424316
	Iteration 14Q: 3 clusters Score -924238.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -924257.687500 Penalty: 4431.424316
	Iteration 15Q: 3 clusters Score -924257.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -924268.187500 Penalty: 4431.424316
	Iteration 16Q: 3 clusters Score -924268.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -924280.500000 Penalty: 4431.424316
	Iteration 17Q: 3 clusters Score -924280.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -924293.312500 Penalty: 4431.424316
	Iteration 18Q: 3 clusters Score -924293.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -924302.062500 Penalty: 4431.424316
	Iteration 19Q: 3 clusters Score -924302.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -924307.125000 Penalty: 4431.424316
	Iteration 20F: 3 clusters Score -924307.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -924314.062500 Penalty: 4431.424316
	Iteration 21Q: 3 clusters Score -924314.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -924319.250000 Penalty: 4431.424316
	Iteration 22Q: 3 clusters Score -924319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -924320.312500 Penalty: 4431.424316
	Iteration 23Q: 3 clusters Score -924320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -924323.062500 Penalty: 4431.424316
	Iteration 24Q: 3 clusters Score -924323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -924326.187500 Penalty: 4431.424316
	Iteration 25Q: 3 clusters Score -924326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -924331.187500 Penalty: 4431.424316
	Iteration 26Q: 3 clusters Score -924331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -924332.437500 Penalty: 4431.424316
	Iteration 27Q: 3 clusters Score -924332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -924331.750000 Penalty: 4431.424316
	Iteration 28Q: 3 clusters Score -924331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -924331.750000 Penalty: 4431.424316
	Iteration 29F: 3 clusters Score -924331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 33079 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 6632 members 
Entering Unmasked Estep 
Score: -95445880.000000 Penalty: 89740.242188
Splitting cluster 18 changes total score from -95416632.000000 to -95445880.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (43855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Entering Unmasked Estep 
Score: -6302165.500000 Penalty: 2650.783691
	Iteration 0F: 2 clusters Score -6302166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -6272429.500000 Penalty: 5301.567383
	Iteration 0F: 3 clusters Score -6272430 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -6283850.500000 Penalty: 5301.567383
	Iteration 1F: 3 clusters Score -6283850 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -6284973.000000 Penalty: 5301.567383
	Iteration 2F: 3 clusters Score -6284973 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -6286364.000000 Penalty: 5301.567383
	Iteration 3F: 3 clusters Score -6286364 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -6288027.500000 Penalty: 5301.567383
	Iteration 4F: 3 clusters Score -6288028 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -6289713.500000 Penalty: 5301.567383
	Iteration 5F: 3 clusters Score -6289714 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -6291052.000000 Penalty: 5301.567383
	Iteration 6F: 3 clusters Score -6291052 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -6292051.500000 Penalty: 5301.567383
	Iteration 7F: 3 clusters Score -6292052 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6292784.500000 Penalty: 5301.567383
	Iteration 8Q: 3 clusters Score -6292784 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -6293421.000000 Penalty: 5301.567383
	Iteration 9Q: 3 clusters Score -6293421 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -6294019.500000 Penalty: 5301.567383
	Iteration 10Q: 3 clusters Score -6294020 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -6294522.500000 Penalty: 5301.567383
	Iteration 11Q: 3 clusters Score -6294522 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -6294991.000000 Penalty: 5301.567383
	Iteration 12Q: 3 clusters Score -6294991 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -6295397.500000 Penalty: 5301.567383
	Iteration 13Q: 3 clusters Score -6295398 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -6295687.000000 Penalty: 5301.567383
	Iteration 14Q: 3 clusters Score -6295687 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6295918.500000 Penalty: 5301.567383
	Iteration 15Q: 3 clusters Score -6295918 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6296069.000000 Penalty: 5301.567383
	Iteration 16Q: 3 clusters Score -6296069 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -6296206.000000 Penalty: 5301.567383
	Iteration 17Q: 3 clusters Score -6296206 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6296310.000000 Penalty: 5301.567383
	Iteration 18Q: 3 clusters Score -6296310 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -6296416.000000 Penalty: 5301.567383
	Iteration 19Q: 3 clusters Score -6296416 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6296515.500000 Penalty: 5301.567383
	Iteration 20F: 3 clusters Score -6296516 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -6296614.500000 Penalty: 5301.567383
	Iteration 21Q: 3 clusters Score -6296614 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -6296680.000000 Penalty: 5301.567383
	Iteration 22Q: 3 clusters Score -6296680 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6296835.500000 Penalty: 5301.567383
	Iteration 23Q: 3 clusters Score -6296836 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -6296956.000000 Penalty: 5301.567383
	Iteration 24Q: 3 clusters Score -6296956 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -6297034.000000 Penalty: 5301.567383
	Iteration 25Q: 3 clusters Score -6297034 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -6297199.500000 Penalty: 5301.567383
	Iteration 26Q: 3 clusters Score -6297200 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -6297331.000000 Penalty: 5301.567383
	Iteration 27Q: 3 clusters Score -6297331 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -6297474.500000 Penalty: 5301.567383
	Iteration 28Q: 3 clusters Score -6297474 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -6297649.000000 Penalty: 5301.567383
	Iteration 29Q: 3 clusters Score -6297649 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -6297845.000000 Penalty: 5301.567383
	Iteration 30Q: 3 clusters Score -6297845 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -6298075.500000 Penalty: 5301.567383
	Iteration 31Q: 3 clusters Score -6298076 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6298329.500000 Penalty: 5301.567383
	Iteration 32Q: 3 clusters Score -6298330 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -6298576.000000 Penalty: 5301.567383
	Iteration 33Q: 3 clusters Score -6298576 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6298905.500000 Penalty: 5301.567383
	Iteration 34Q: 3 clusters Score -6298906 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6299325.000000 Penalty: 5301.567383
	Iteration 35Q: 3 clusters Score -6299325 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6299780.000000 Penalty: 5301.567383
	Iteration 36Q: 3 clusters Score -6299780 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -6300354.000000 Penalty: 5301.567383
	Iteration 37Q: 3 clusters Score -6300354 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6300937.500000 Penalty: 5301.567383
	Iteration 38Q: 3 clusters Score -6300938 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -6301482.000000 Penalty: 5301.567383
	Iteration 39Q: 3 clusters Score -6301482 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6301891.500000 Penalty: 5301.567383
	Iteration 40F: 3 clusters Score -6301892 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -6302169.000000 Penalty: 5301.567383
	Iteration 41Q: 3 clusters Score -6302169 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -6302391.000000 Penalty: 5301.567383
	Iteration 42Q: 3 clusters Score -6302391 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -6302592.000000 Penalty: 5301.567383
	Iteration 43Q: 3 clusters Score -6302592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -6302732.500000 Penalty: 5301.567383
	Iteration 44Q: 3 clusters Score -6302732 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -6302798.000000 Penalty: 5301.567383
	Iteration 45Q: 3 clusters Score -6302798 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -6302847.000000 Penalty: 5301.567383
	Iteration 46Q: 3 clusters Score -6302847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -6302874.000000 Penalty: 5301.567383
	Iteration 47Q: 3 clusters Score -6302874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -6302919.000000 Penalty: 5301.567383
	Iteration 48Q: 3 clusters Score -6302919 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -6302932.500000 Penalty: 5301.567383
	Iteration 49Q: 3 clusters Score -6302932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -6302955.000000 Penalty: 5301.567383
	Iteration 50Q: 3 clusters Score -6302955 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -6302985.000000 Penalty: 5301.567383
	Iteration 51Q: 3 clusters Score -6302985 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -6302987.000000 Penalty: 5301.567383
	Iteration 52Q: 3 clusters Score -6302987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -6303007.000000 Penalty: 5301.567383
	Iteration 53Q: 3 clusters Score -6303007 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -6303003.000000 Penalty: 5301.567383
	Iteration 54Q: 3 clusters Score -6303003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -6303022.500000 Penalty: 5301.567383
	Iteration 55Q: 3 clusters Score -6303022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -6303029.500000 Penalty: 5301.567383
	Iteration 56Q: 3 clusters Score -6303030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -6303030.500000 Penalty: 5301.567383
	Iteration 57Q: 3 clusters Score -6303030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -6303019.000000 Penalty: 5301.567383
	Iteration 58Q: 3 clusters Score -6303019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -6303026.000000 Penalty: 5301.567383
	Iteration 59Q: 3 clusters Score -6303026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6303035.500000 Penalty: 5301.567383
	Iteration 60F: 3 clusters Score -6303036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -6303050.500000 Penalty: 5301.567383
	Iteration 61Q: 3 clusters Score -6303050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -6303049.000000 Penalty: 5301.567383
	Iteration 62Q: 3 clusters Score -6303049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -6303042.500000 Penalty: 5301.567383
	Iteration 63Q: 3 clusters Score -6303042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -6303040.000000 Penalty: 5301.567383
	Iteration 64Q: 3 clusters Score -6303040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -6303038.000000 Penalty: 5301.567383
	Iteration 65Q: 3 clusters Score -6303038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -6303044.000000 Penalty: 5301.567383
	Iteration 66Q: 3 clusters Score -6303044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -6303042.000000 Penalty: 5301.567383
	Iteration 67Q: 3 clusters Score -6303042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -6303041.000000 Penalty: 5301.567383
	Iteration 68Q: 3 clusters Score -6303041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -6303037.500000 Penalty: 5301.567383
	Iteration 69Q: 3 clusters Score -6303038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -6303043.500000 Penalty: 5301.567383
	Iteration 70Q: 3 clusters Score -6303044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -6303045.000000 Penalty: 5301.567383
	Iteration 71Q: 3 clusters Score -6303045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -6303038.500000 Penalty: 5301.567383
	Iteration 72Q: 3 clusters Score -6303038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -6303044.000000 Penalty: 5301.567383
	Iteration 73Q: 3 clusters Score -6303044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -6303040.000000 Penalty: 5301.567383
	Iteration 74Q: 3 clusters Score -6303040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -6303044.500000 Penalty: 5301.567383
	Iteration 75Q: 3 clusters Score -6303044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -6303042.000000 Penalty: 5301.567383
	Iteration 76Q: 3 clusters Score -6303042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -6303042.000000 Penalty: 5301.567383
	Iteration 77F: 3 clusters Score -6303042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 33079 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 39250 members 
Entering Unmasked Estep 
Score: -95446008.000000 Penalty: 93063.953125
Splitting cluster 19 changes total score from -95416632.000000 to -95446008.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -509026.937500 Penalty: 2026.135864
	Iteration 0F: 2 clusters Score -509026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -505383.031250 Penalty: 4052.271729
	Iteration 0F: 3 clusters Score -505383 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -506207.468750 Penalty: 4052.271729
	Iteration 1F: 3 clusters Score -506207.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -506406.562500 Penalty: 4052.271729
	Iteration 2F: 3 clusters Score -506406.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -506547.781250 Penalty: 4052.271729
	Iteration 3F: 3 clusters Score -506547.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -506627.000000 Penalty: 4052.271729
	Iteration 4Q: 3 clusters Score -506627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -506681.468750 Penalty: 4052.271729
	Iteration 5Q: 3 clusters Score -506681.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -506725.437500 Penalty: 4052.271729
	Iteration 6Q: 3 clusters Score -506725.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -506762.687500 Penalty: 4052.271729
	Iteration 7Q: 3 clusters Score -506762.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -506798.062500 Penalty: 4052.271729
	Iteration 8Q: 3 clusters Score -506798.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -506833.906250 Penalty: 4052.271729
	Iteration 9Q: 3 clusters Score -506833.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -506871.281250 Penalty: 4052.271729
	Iteration 10Q: 3 clusters Score -506871.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -506901.125000 Penalty: 4052.271729
	Iteration 11Q: 3 clusters Score -506901.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -506924.750000 Penalty: 4052.271729
	Iteration 12Q: 3 clusters Score -506924.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -506947.437500 Penalty: 4052.271729
	Iteration 13Q: 3 clusters Score -506947.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -506964.906250 Penalty: 4052.271729
	Iteration 14Q: 3 clusters Score -506964.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -506983.312500 Penalty: 4052.271729
	Iteration 15Q: 3 clusters Score -506983.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -506996.406250 Penalty: 4052.271729
	Iteration 16Q: 3 clusters Score -506996.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -507006.187500 Penalty: 4052.271729
	Iteration 17Q: 3 clusters Score -507006.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -507018.937500 Penalty: 4052.271729
	Iteration 18Q: 3 clusters Score -507018.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -507031.968750 Penalty: 4052.271729
	Iteration 19Q: 3 clusters Score -507032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -507042.562500 Penalty: 4052.271729
	Iteration 20F: 3 clusters Score -507042.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -507051.343750 Penalty: 4052.271729
	Iteration 21Q: 3 clusters Score -507051.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -507061.906250 Penalty: 4052.271729
	Iteration 22Q: 3 clusters Score -507061.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -507072.625000 Penalty: 4052.271729
	Iteration 23Q: 3 clusters Score -507072.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -507082.843750 Penalty: 4052.271729
	Iteration 24Q: 3 clusters Score -507082.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -507095.062500 Penalty: 4052.271729
	Iteration 25Q: 3 clusters Score -507095.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -507104.593750 Penalty: 4052.271729
	Iteration 26Q: 3 clusters Score -507104.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -507112.687500 Penalty: 4052.271729
	Iteration 27Q: 3 clusters Score -507112.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -507120.000000 Penalty: 4052.271729
	Iteration 28Q: 3 clusters Score -507120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -507130.437500 Penalty: 4052.271729
	Iteration 29Q: 3 clusters Score -507130.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -507140.812500 Penalty: 4052.271729
	Iteration 30Q: 3 clusters Score -507140.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -507149.281250 Penalty: 4052.271729
	Iteration 31Q: 3 clusters Score -507149.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -507157.281250 Penalty: 4052.271729
	Iteration 32Q: 3 clusters Score -507157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -507160.218750 Penalty: 4052.271729
	Iteration 33Q: 3 clusters Score -507160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -507163.281250 Penalty: 4052.271729
	Iteration 34Q: 3 clusters Score -507163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -507167.875000 Penalty: 4052.271729
	Iteration 35Q: 3 clusters Score -507167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -507171.468750 Penalty: 4052.271729
	Iteration 36Q: 3 clusters Score -507171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -507177.156250 Penalty: 4052.271729
	Iteration 37Q: 3 clusters Score -507177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -507185.312500 Penalty: 4052.271729
	Iteration 38Q: 3 clusters Score -507185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -507189.312500 Penalty: 4052.271729
	Iteration 39Q: 3 clusters Score -507189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -507193.156250 Penalty: 4052.271729
	Iteration 40F: 3 clusters Score -507193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -507195.937500 Penalty: 4052.271729
	Iteration 41Q: 3 clusters Score -507195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -507197.281250 Penalty: 4052.271729
	Iteration 42Q: 3 clusters Score -507197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -507197.281250 Penalty: 4052.271729
	Iteration 43F: 3 clusters Score -507197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 51776 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 197292 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 158146 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 39404 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 16 contains 33079 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95452440.000000 Penalty: 93063.953125
Iteration 39Q: 29 clusters Score -9.545244e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 51957 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 195712 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 158805 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 44840 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 39525 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 33338 members 
Mstep: Class 17 contains 11475 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 4856 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 1732 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 3595 members 
Mstep: Class 24 contains 395 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 2118 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 36967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95458880.000000 Penalty: 93063.953125
Iteration 40F: 29 clusters Score -9.545888e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52003 members 
Mstep: Class 3 contains 13120 members 
Mstep: Class 4 contains 194827 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 158789 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 45722 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 6867 members 
Mstep: Class 13 contains 38098 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 8897 members 
Mstep: Class 16 contains 33316 members 
Mstep: Class 17 contains 11790 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 2014 members 
Mstep: Class 22 contains 981 members 
Mstep: Class 23 contains 3603 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 7054 members 
Mstep: Class 28 contains 36136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461960.000000 Penalty: 93063.953125
Iteration 41Q: 29 clusters Score -9.546196e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52017 members 
Mstep: Class 3 contains 13175 members 
Mstep: Class 4 contains 194304 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 158770 members 
Mstep: Class 8 contains 12865 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 46638 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 37195 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 33341 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 2104 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 3601 members 
Mstep: Class 24 contains 334 members 
Mstep: Class 25 contains 2407 members 
Mstep: Class 26 contains 2206 members 
Mstep: Class 27 contains 7358 members 
Mstep: Class 28 contains 35111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463208.000000 Penalty: 93063.953125
Iteration 42Q: 29 clusters Score -9.546321e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52046 members 
Mstep: Class 3 contains 13242 members 
Mstep: Class 4 contains 194030 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 158613 members 
Mstep: Class 8 contains 12917 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 47580 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 6945 members 
Mstep: Class 13 contains 36571 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 33348 members 
Mstep: Class 17 contains 12340 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 5434 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 7540 members 
Mstep: Class 28 contains 33971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95464568.000000 Penalty: 93063.953125
Iteration 43Q: 29 clusters Score -9.546457e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 52088 members 
Mstep: Class 3 contains 13303 members 
Mstep: Class 4 contains 193869 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 158367 members 
Mstep: Class 8 contains 12959 members 
Mstep: Class 9 contains 6948 members 
Mstep: Class 10 contains 48505 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 13 contains 36053 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 12558 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 2385 members 
Mstep: Class 27 contains 7652 members 
Mstep: Class 28 contains 32831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95465808.000000 Penalty: 93063.953125
Iteration 44Q: 29 clusters Score -9.546581e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 52139 members 
Mstep: Class 3 contains 13346 members 
Mstep: Class 4 contains 193777 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 158082 members 
Mstep: Class 8 contains 13002 members 
Mstep: Class 9 contains 6973 members 
Mstep: Class 10 contains 49429 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 35611 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 12736 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 6005 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 2184 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 2492 members 
Mstep: Class 27 contains 7725 members 
Mstep: Class 28 contains 31760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95466824.000000 Penalty: 93063.953125
Iteration 45Q: 29 clusters Score -9.546682e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 52174 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 193848 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 157654 members 
Mstep: Class 8 contains 13015 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 50323 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 6963 members 
Mstep: Class 13 contains 35214 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 9957 members 
Mstep: Class 16 contains 33410 members 
Mstep: Class 17 contains 12887 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 2614 members 
Mstep: Class 27 contains 7764 members 
Mstep: Class 28 contains 30766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95467472.000000 Penalty: 93063.953125
Iteration 46Q: 29 clusters Score -9.546747e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52195 members 
Mstep: Class 3 contains 13410 members 
Mstep: Class 4 contains 193964 members 
Mstep: Class 5 contains 4932 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 157198 members 
Mstep: Class 8 contains 13003 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 51207 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 6945 members 
Mstep: Class 13 contains 34845 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 10073 members 
Mstep: Class 16 contains 33458 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 18 contains 959 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 2710 members 
Mstep: Class 27 contains 7784 members 
Mstep: Class 28 contains 29874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468192.000000 Penalty: 93063.953125
Iteration 47Q: 29 clusters Score -9.546819e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 52219 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 194146 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 156708 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 6969 members 
Mstep: Class 10 contains 52025 members 
Mstep: Class 11 contains 992 members 
Mstep: Class 12 contains 6933 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 10170 members 
Mstep: Class 16 contains 33488 members 
Mstep: Class 17 contains 13109 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 3592 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 2808 members 
Mstep: Class 27 contains 7791 members 
Mstep: Class 28 contains 29042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468752.000000 Penalty: 93063.953125
Iteration 48Q: 29 clusters Score -9.546875e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52240 members 
Mstep: Class 3 contains 13476 members 
Mstep: Class 4 contains 194445 members 
Mstep: Class 5 contains 4935 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 156134 members 
Mstep: Class 8 contains 12953 members 
Mstep: Class 9 contains 6967 members 
Mstep: Class 10 contains 52781 members 
Mstep: Class 11 contains 992 members 
Mstep: Class 12 contains 6910 members 
Mstep: Class 13 contains 34213 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 10248 members 
Mstep: Class 16 contains 33523 members 
Mstep: Class 17 contains 13208 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 7800 members 
Mstep: Class 28 contains 28307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469288.000000 Penalty: 93063.953125
Iteration 49Q: 29 clusters Score -9.546929e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52251 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 194785 members 
Mstep: Class 5 contains 4934 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 155523 members 
Mstep: Class 8 contains 12932 members 
Mstep: Class 9 contains 6963 members 
Mstep: Class 10 contains 53447 members 
Mstep: Class 11 contains 991 members 
Mstep: Class 12 contains 6888 members 
Mstep: Class 13 contains 33929 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 33587 members 
Mstep: Class 17 contains 13300 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 2985 members 
Mstep: Class 27 contains 7808 members 
Mstep: Class 28 contains 27690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469400.000000 Penalty: 93063.953125
Iteration 50Q: 29 clusters Score -9.54694e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52268 members 
Mstep: Class 3 contains 13503 members 
Mstep: Class 4 contains 195120 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 154896 members 
Mstep: Class 8 contains 12909 members 
Mstep: Class 9 contains 6967 members 
Mstep: Class 10 contains 54080 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 6849 members 
Mstep: Class 13 contains 33655 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 10381 members 
Mstep: Class 16 contains 33658 members 
Mstep: Class 17 contains 13382 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 7819 members 
Mstep: Class 28 contains 27174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470064.000000 Penalty: 93063.953125
Iteration 51Q: 29 clusters Score -9.547006e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52287 members 
Mstep: Class 3 contains 13506 members 
Mstep: Class 4 contains 195400 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 154369 members 
Mstep: Class 8 contains 12894 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 33362 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 10422 members 
Mstep: Class 16 contains 33713 members 
Mstep: Class 17 contains 13445 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 7837 members 
Mstep: Class 28 contains 26719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470304.000000 Penalty: 93063.953125
Iteration 52Q: 29 clusters Score -9.54703e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52279 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 4 contains 195648 members 
Mstep: Class 5 contains 4956 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 153876 members 
Mstep: Class 8 contains 12884 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 55221 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 33073 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 10468 members 
Mstep: Class 16 contains 33759 members 
Mstep: Class 17 contains 13490 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 26364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470808.000000 Penalty: 93063.953125
Iteration 53Q: 29 clusters Score -9.547081e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 52276 members 
Mstep: Class 3 contains 13523 members 
Mstep: Class 4 contains 195885 members 
Mstep: Class 5 contains 4965 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 153438 members 
Mstep: Class 8 contains 12871 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 6788 members 
Mstep: Class 13 contains 32787 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 10514 members 
Mstep: Class 16 contains 33784 members 
Mstep: Class 17 contains 13504 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 7922 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 7890 members 
Mstep: Class 28 contains 26046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471032.000000 Penalty: 93063.953125
Iteration 54Q: 29 clusters Score -9.547103e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52265 members 
Mstep: Class 3 contains 13528 members 
Mstep: Class 4 contains 196098 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 153061 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 7001 members 
Mstep: Class 10 contains 56202 members 
Mstep: Class 11 contains 991 members 
Mstep: Class 12 contains 6780 members 
Mstep: Class 13 contains 32502 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 33797 members 
Mstep: Class 17 contains 13523 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 8036 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 3345 members 
Mstep: Class 27 contains 7926 members 
Mstep: Class 28 contains 25768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471272.000000 Penalty: 93063.953125
Iteration 55Q: 29 clusters Score -9.547127e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52257 members 
Mstep: Class 3 contains 13528 members 
Mstep: Class 4 contains 196287 members 
Mstep: Class 5 contains 4985 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 152742 members 
Mstep: Class 8 contains 12847 members 
Mstep: Class 9 contains 7006 members 
Mstep: Class 10 contains 56616 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 32235 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 10571 members 
Mstep: Class 16 contains 33815 members 
Mstep: Class 17 contains 13537 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 3520 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3404 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 25524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471480.000000 Penalty: 93063.953125
Iteration 56Q: 29 clusters Score -9.547148e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52239 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 196473 members 
Mstep: Class 5 contains 4994 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 152441 members 
Mstep: Class 8 contains 12821 members 
Mstep: Class 9 contains 7009 members 
Mstep: Class 10 contains 56995 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 31985 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 10595 members 
Mstep: Class 16 contains 33831 members 
Mstep: Class 17 contains 13542 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 8256 members 
Mstep: Class 20 contains 3518 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 7983 members 
Mstep: Class 28 contains 25338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471848.000000 Penalty: 93063.953125
Iteration 57Q: 29 clusters Score -9.547185e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52244 members 
Mstep: Class 3 contains 13533 members 
Mstep: Class 4 contains 196615 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 152191 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 9 contains 7008 members 
Mstep: Class 10 contains 57320 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 6737 members 
Mstep: Class 13 contains 31731 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 10623 members 
Mstep: Class 16 contains 33839 members 
Mstep: Class 17 contains 13556 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 8024 members 
Mstep: Class 28 contains 25188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471976.000000 Penalty: 93063.953125
Iteration 58Q: 29 clusters Score -9.547198e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52233 members 
Mstep: Class 3 contains 13534 members 
Mstep: Class 4 contains 196727 members 
Mstep: Class 5 contains 5002 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 151979 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 57633 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 31455 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 10646 members 
Mstep: Class 16 contains 33848 members 
Mstep: Class 17 contains 13576 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 8430 members 
Mstep: Class 20 contains 3507 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 8073 members 
Mstep: Class 28 contains 25074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471992.000000 Penalty: 93063.953125
Iteration 59Q: 29 clusters Score -9.547199e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52219 members 
Mstep: Class 3 contains 13540 members 
Mstep: Class 4 contains 196794 members 
Mstep: Class 5 contains 5010 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 151806 members 
Mstep: Class 8 contains 12761 members 
Mstep: Class 9 contains 7009 members 
Mstep: Class 10 contains 57963 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 31185 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 10662 members 
Mstep: Class 16 contains 33859 members 
Mstep: Class 17 contains 13587 members 
Mstep: Class 18 contains 959 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 3572 members 
Mstep: Class 27 contains 8129 members 
Mstep: Class 28 contains 24948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472520.000000 Penalty: 93063.953125
Iteration 60F: 29 clusters Score -9.547252e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52204 members 
Mstep: Class 3 contains 13539 members 
Mstep: Class 4 contains 196819 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151711 members 
Mstep: Class 8 contains 12751 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 58244 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 30862 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 10658 members 
Mstep: Class 16 contains 33870 members 
Mstep: Class 17 contains 13593 members 
Mstep: Class 18 contains 958 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 20 contains 3488 members 
Mstep: Class 21 contains 2196 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 8186 members 
Mstep: Class 28 contains 24913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472832.000000 Penalty: 93063.953125
Iteration 61Q: 29 clusters Score -9.547283e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52192 members 
Mstep: Class 3 contains 13540 members 
Mstep: Class 4 contains 196826 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151619 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 58502 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 30522 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 10658 members 
Mstep: Class 16 contains 33870 members 
Mstep: Class 17 contains 13600 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 19 contains 8703 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 3592 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 3647 members 
Mstep: Class 27 contains 8264 members 
Mstep: Class 28 contains 24886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473576.000000 Penalty: 93063.953125
Iteration 62Q: 29 clusters Score -9.547358e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52178 members 
Mstep: Class 3 contains 13534 members 
Mstep: Class 4 contains 196803 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151552 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 58739 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 30157 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 10661 members 
Mstep: Class 16 contains 33873 members 
Mstep: Class 17 contains 13606 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 8789 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3683 members 
Mstep: Class 27 contains 8356 members 
Mstep: Class 28 contains 24921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473992.000000 Penalty: 93063.953125
Iteration 63Q: 29 clusters Score -9.547399e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52132 members 
Mstep: Class 3 contains 13525 members 
Mstep: Class 4 contains 196745 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151508 members 
Mstep: Class 8 contains 12678 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 58974 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 1714 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 33862 members 
Mstep: Class 17 contains 13623 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 19 contains 8878 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 8468 members 
Mstep: Class 28 contains 25021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474352.000000 Penalty: 93063.953125
Iteration 64Q: 29 clusters Score -9.547435e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52081 members 
Mstep: Class 3 contains 13508 members 
Mstep: Class 4 contains 196673 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151498 members 
Mstep: Class 8 contains 12655 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 59208 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 29252 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 10665 members 
Mstep: Class 16 contains 33844 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 975 members 
Mstep: Class 19 contains 8962 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 25144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474736.000000 Penalty: 93063.953125
Iteration 65Q: 29 clusters Score -9.547474e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52039 members 
Mstep: Class 3 contains 13493 members 
Mstep: Class 4 contains 196602 members 
Mstep: Class 5 contains 5162 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151488 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 59427 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 28731 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 10666 members 
Mstep: Class 16 contains 33860 members 
Mstep: Class 17 contains 13646 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 9061 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 2196 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3791 members 
Mstep: Class 27 contains 8772 members 
Mstep: Class 28 contains 25287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475104.000000 Penalty: 93063.953125
Iteration 66Q: 29 clusters Score -9.54751e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 51989 members 
Mstep: Class 3 contains 13477 members 
Mstep: Class 4 contains 196528 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151470 members 
Mstep: Class 8 contains 12568 members 
Mstep: Class 9 contains 7040 members 
Mstep: Class 10 contains 59633 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 28199 members 
Mstep: Class 14 contains 1703 members 
Mstep: Class 15 contains 10663 members 
Mstep: Class 16 contains 33874 members 
Mstep: Class 17 contains 13655 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 9169 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 8964 members 
Mstep: Class 28 contains 25471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475544.000000 Penalty: 93063.953125
Iteration 67Q: 29 clusters Score -9.547554e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 51929 members 
Mstep: Class 3 contains 13457 members 
Mstep: Class 4 contains 196448 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151477 members 
Mstep: Class 8 contains 12521 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 59831 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 27683 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 10669 members 
Mstep: Class 16 contains 33889 members 
Mstep: Class 17 contains 13671 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3827 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 25639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476000.000000 Penalty: 93063.953125
Iteration 68Q: 29 clusters Score -9.5476e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51847 members 
Mstep: Class 3 contains 13439 members 
Mstep: Class 4 contains 196359 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151494 members 
Mstep: Class 8 contains 12447 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 60010 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 6606 members 
Mstep: Class 13 contains 27257 members 
Mstep: Class 14 contains 1703 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 33903 members 
Mstep: Class 17 contains 13684 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3841 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 25783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476432.000000 Penalty: 93063.953125
Iteration 69Q: 29 clusters Score -9.547643e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51746 members 
Mstep: Class 3 contains 13411 members 
Mstep: Class 4 contains 196254 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151546 members 
Mstep: Class 8 contains 12381 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 60197 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 26879 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 15 contains 10679 members 
Mstep: Class 16 contains 33917 members 
Mstep: Class 17 contains 13686 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 9527 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3850 members 
Mstep: Class 27 contains 9527 members 
Mstep: Class 28 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476576.000000 Penalty: 93063.953125
Iteration 70Q: 29 clusters Score -9.547658e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51643 members 
Mstep: Class 3 contains 13393 members 
Mstep: Class 4 contains 196146 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151594 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 60377 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 6589 members 
Mstep: Class 13 contains 26503 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 13703 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 9632 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 25967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476640.000000 Penalty: 93063.953125
Iteration 71Q: 29 clusters Score -9.547664e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51526 members 
Mstep: Class 3 contains 13370 members 
Mstep: Class 4 contains 196042 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151641 members 
Mstep: Class 8 contains 12244 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 60530 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 26182 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 10702 members 
Mstep: Class 16 contains 33937 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 3402 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 9898 members 
Mstep: Class 28 contains 26036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476904.000000 Penalty: 93063.953125
Iteration 72Q: 29 clusters Score -9.54769e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51392 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 195938 members 
Mstep: Class 5 contains 5201 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151678 members 
Mstep: Class 8 contains 12187 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 60676 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 25898 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 10708 members 
Mstep: Class 16 contains 33957 members 
Mstep: Class 17 contains 13721 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3884 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 26125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477368.000000 Penalty: 93063.953125
Iteration 73Q: 29 clusters Score -9.547737e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51252 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 195855 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151717 members 
Mstep: Class 8 contains 12133 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 60826 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 25665 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 10711 members 
Mstep: Class 16 contains 33959 members 
Mstep: Class 17 contains 13742 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 9995 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3895 members 
Mstep: Class 27 contains 10171 members 
Mstep: Class 28 contains 26146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477568.000000 Penalty: 93063.953125
Iteration 74Q: 29 clusters Score -9.547757e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51140 members 
Mstep: Class 3 contains 13307 members 
Mstep: Class 4 contains 195761 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151771 members 
Mstep: Class 8 contains 12070 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 60948 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 25456 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 33951 members 
Mstep: Class 17 contains 13744 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 10123 members 
Mstep: Class 20 contains 3347 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 10325 members 
Mstep: Class 28 contains 26179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478000.000000 Penalty: 93063.953125
Iteration 75Q: 29 clusters Score -9.5478e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 51015 members 
Mstep: Class 3 contains 13276 members 
Mstep: Class 4 contains 195667 members 
Mstep: Class 5 contains 5201 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151825 members 
Mstep: Class 8 contains 12024 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 61051 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 25348 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 13746 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10243 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 10450 members 
Mstep: Class 28 contains 26164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478200.000000 Penalty: 93063.953125
Iteration 76Q: 29 clusters Score -9.54782e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50905 members 
Mstep: Class 3 contains 13260 members 
Mstep: Class 4 contains 195576 members 
Mstep: Class 5 contains 5206 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151884 members 
Mstep: Class 8 contains 11952 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 61143 members 
Mstep: Class 11 contains 983 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 25251 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 16 contains 33948 members 
Mstep: Class 17 contains 13751 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 10358 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3941 members 
Mstep: Class 27 contains 10577 members 
Mstep: Class 28 contains 26137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478256.000000 Penalty: 93063.953125
Iteration 77Q: 29 clusters Score -9.547826e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50801 members 
Mstep: Class 3 contains 13246 members 
Mstep: Class 4 contains 195497 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 151948 members 
Mstep: Class 8 contains 11905 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 61226 members 
Mstep: Class 11 contains 982 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 25215 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 10718 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 13741 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 10669 members 
Mstep: Class 28 contains 26099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478232.000000 Penalty: 93063.953125
Iteration 78Q: 29 clusters Score -9.547823e+07 nChanged 859
Entering ConstructFrom: 
Score: -95478232.000000 Penalty: 93063.953125
Entering ConstructFrom: 
Trying to split cluster 1 (3621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Entering Unmasked Estep 
Score: -531399.875000 Penalty: 2032.237427
	Iteration 0F: 2 clusters Score -531399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -527684.875000 Penalty: 4064.474854
	Iteration 0F: 3 clusters Score -527684.9 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -528565.750000 Penalty: 4064.474854
	Iteration 1F: 3 clusters Score -528565.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -528879.375000 Penalty: 4064.474854
	Iteration 2F: 3 clusters Score -528879.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -529101.062500 Penalty: 4064.474854
	Iteration 3F: 3 clusters Score -529101.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -529268.375000 Penalty: 4064.474854
	Iteration 4F: 3 clusters Score -529268.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -529408.937500 Penalty: 4064.474854
	Iteration 5Q: 3 clusters Score -529408.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -529555.375000 Penalty: 4064.474854
	Iteration 6Q: 3 clusters Score -529555.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -529718.750000 Penalty: 4064.474854
	Iteration 7Q: 3 clusters Score -529718.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -529862.750000 Penalty: 4064.474854
	Iteration 8Q: 3 clusters Score -529862.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -530022.062500 Penalty: 4064.474854
	Iteration 9Q: 3 clusters Score -530022.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -530178.875000 Penalty: 4064.474854
	Iteration 10Q: 3 clusters Score -530178.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -530298.437500 Penalty: 4064.474854
	Iteration 11Q: 3 clusters Score -530298.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -530427.062500 Penalty: 4064.474854
	Iteration 12Q: 3 clusters Score -530427.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -530530.937500 Penalty: 4064.474854
	Iteration 13Q: 3 clusters Score -530530.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -530606.000000 Penalty: 4064.474854
	Iteration 14Q: 3 clusters Score -530606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -530651.562500 Penalty: 4064.474854
	Iteration 15Q: 3 clusters Score -530651.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -530683.250000 Penalty: 4064.474854
	Iteration 16Q: 3 clusters Score -530683.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -530707.000000 Penalty: 4064.474854
	Iteration 17Q: 3 clusters Score -530707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -530721.187500 Penalty: 4064.474854
	Iteration 18Q: 3 clusters Score -530721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -530728.437500 Penalty: 4064.474854
	Iteration 19Q: 3 clusters Score -530728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -530740.062500 Penalty: 4064.474854
	Iteration 20F: 3 clusters Score -530740.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -530748.625000 Penalty: 4064.474854
	Iteration 21Q: 3 clusters Score -530748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -530752.000000 Penalty: 4064.474854
	Iteration 22Q: 3 clusters Score -530752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -530753.250000 Penalty: 4064.474854
	Iteration 23Q: 3 clusters Score -530753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -530754.125000 Penalty: 4064.474854
	Iteration 24Q: 3 clusters Score -530754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -530754.125000 Penalty: 4064.474854
	Iteration 25F: 3 clusters Score -530754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Entering Unmasked Estep 
Score: -7421228.000000 Penalty: 2686.806885
	Iteration 0F: 2 clusters Score -7421228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -7387059.500000 Penalty: 5373.613770
	Iteration 0F: 3 clusters Score -7387060 nChanged 23467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -7400095.500000 Penalty: 5373.613770
	Iteration 1F: 3 clusters Score -7400096 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -7400949.000000 Penalty: 5373.613770
	Iteration 2Q: 3 clusters Score -7400949 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -7401895.000000 Penalty: 5373.613770
	Iteration 3Q: 3 clusters Score -7401895 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -7403134.000000 Penalty: 5373.613770
	Iteration 4F: 3 clusters Score -7403134 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -7404588.500000 Penalty: 5373.613770
	Iteration 5F: 3 clusters Score -7404588 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -7406325.500000 Penalty: 5373.613770
	Iteration 6F: 3 clusters Score -7406326 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7408210.000000 Penalty: 5373.613770
	Iteration 7F: 3 clusters Score -7408210 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -7410205.000000 Penalty: 5373.613770
	Iteration 8F: 3 clusters Score -7410205 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -7411919.500000 Penalty: 5373.613770
	Iteration 9F: 3 clusters Score -7411920 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -7413156.500000 Penalty: 5373.613770
	Iteration 10Q: 3 clusters Score -7413156 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7413859 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -7414322.000000 Penalty: 5373.613770
	Iteration 12Q: 3 clusters Score -7414322 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -7414675.000000 Penalty: 5373.613770
	Iteration 13Q: 3 clusters Score -7414675 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -7414956.500000 Penalty: 5373.613770
	Iteration 14Q: 3 clusters Score -7414956 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -7415263.500000 Penalty: 5373.613770
	Iteration 15Q: 3 clusters Score -7415264 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -7415561.500000 Penalty: 5373.613770
	Iteration 16Q: 3 clusters Score -7415562 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -7415739.500000 Penalty: 5373.613770
	Iteration 17Q: 3 clusters Score -7415740 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -7415964.500000 Penalty: 5373.613770
	Iteration 18Q: 3 clusters Score -7415964 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -7416159.500000 Penalty: 5373.613770
	Iteration 19Q: 3 clusters Score -7416160 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -7416401.000000 Penalty: 5373.613770
	Iteration 20F: 3 clusters Score -7416401 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -7416617.000000 Penalty: 5373.613770
	Iteration 21Q: 3 clusters Score -7416617 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -7416859.500000 Penalty: 5373.613770
	Iteration 22Q: 3 clusters Score -7416860 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -7417068.000000 Penalty: 5373.613770
	Iteration 23Q: 3 clusters Score -7417068 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -7417254.000000 Penalty: 5373.613770
	Iteration 24Q: 3 clusters Score -7417254 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -7417423.000000 Penalty: 5373.613770
	Iteration 25Q: 3 clusters Score -7417423 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7417614.000000 Penalty: 5373.613770
	Iteration 26Q: 3 clusters Score -7417614 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7417783.500000 Penalty: 5373.613770
	Iteration 27Q: 3 clusters Score -7417784 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7417921.500000 Penalty: 5373.613770
	Iteration 28Q: 3 clusters Score -7417922 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -7418061.500000 Penalty: 5373.613770
	Iteration 29Q: 3 clusters Score -7418062 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -7418173.000000 Penalty: 5373.613770
	Iteration 30Q: 3 clusters Score -7418173 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7418300.500000 Penalty: 5373.613770
	Iteration 31Q: 3 clusters Score -7418300 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7418410.500000 Penalty: 5373.613770
	Iteration 32Q: 3 clusters Score -7418410 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7418475.500000 Penalty: 5373.613770
	Iteration 33Q: 3 clusters Score -7418476 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7418557.500000 Penalty: 5373.613770
	Iteration 34Q: 3 clusters Score -7418558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7418633.500000 Penalty: 5373.613770
	Iteration 35Q: 3 clusters Score -7418634 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7418700.000000 Penalty: 5373.613770
	Iteration 36Q: 3 clusters Score -7418700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7418738.500000 Penalty: 5373.613770
	Iteration 37Q: 3 clusters Score -7418738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7418783.500000 Penalty: 5373.613770
	Iteration 38Q: 3 clusters Score -7418784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7418797.000000 Penalty: 5373.613770
	Iteration 39Q: 3 clusters Score -7418797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7418827.500000 Penalty: 5373.613770
	Iteration 40F: 3 clusters Score -7418828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7418869.000000 Penalty: 5373.613770
	Iteration 41Q: 3 clusters Score -7418869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7418907.000000 Penalty: 5373.613770
	Iteration 42Q: 3 clusters Score -7418907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7418926.000000 Penalty: 5373.613770
	Iteration 43Q: 3 clusters Score -7418926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7418923.500000 Penalty: 5373.613770
	Iteration 44Q: 3 clusters Score -7418924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7418934.000000 Penalty: 5373.613770
	Iteration 45Q: 3 clusters Score -7418934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7418934.000000 Penalty: 5373.613770
	Iteration 46Q: 3 clusters Score -7418934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7418943.500000 Penalty: 5373.613770
	Iteration 47Q: 3 clusters Score -7418944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7418961.000000 Penalty: 5373.613770
	Iteration 48Q: 3 clusters Score -7418961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7418966.500000 Penalty: 5373.613770
	Iteration 49Q: 3 clusters Score -7418966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7418970.000000 Penalty: 5373.613770
	Iteration 50Q: 3 clusters Score -7418970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7418994.500000 Penalty: 5373.613770
	Iteration 51Q: 3 clusters Score -7418994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7418989.000000 Penalty: 5373.613770
	Iteration 52Q: 3 clusters Score -7418989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7419002.000000 Penalty: 5373.613770
	Iteration 53Q: 3 clusters Score -7419002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7419001.000000 Penalty: 5373.613770
	Iteration 54Q: 3 clusters Score -7419001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7419011.000000 Penalty: 5373.613770
	Iteration 55Q: 3 clusters Score -7419011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7419007.000000 Penalty: 5373.613770
	Iteration 56Q: 3 clusters Score -7419007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7419038.000000 Penalty: 5373.613770
	Iteration 57Q: 3 clusters Score -7419038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7419040.000000 Penalty: 5373.613770
	Iteration 58Q: 3 clusters Score -7419040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7419048.500000 Penalty: 5373.613770
	Iteration 59Q: 3 clusters Score -7419048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7419065.000000 Penalty: 5373.613770
	Iteration 60F: 3 clusters Score -7419065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7419075.000000 Penalty: 5373.613770
	Iteration 61Q: 3 clusters Score -7419075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7419079.000000 Penalty: 5373.613770
	Iteration 62Q: 3 clusters Score -7419079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7419100.500000 Penalty: 5373.613770
	Iteration 63Q: 3 clusters Score -7419100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7419106.000000 Penalty: 5373.613770
	Iteration 64Q: 3 clusters Score -7419106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7419122.500000 Penalty: 5373.613770
	Iteration 65Q: 3 clusters Score -7419122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7419127.000000 Penalty: 5373.613770
	Iteration 66Q: 3 clusters Score -7419127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7419140.000000 Penalty: 5373.613770
	Iteration 67Q: 3 clusters Score -7419140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7419149.000000 Penalty: 5373.613770
	Iteration 68Q: 3 clusters Score -7419149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7419152.000000 Penalty: 5373.613770
	Iteration 69Q: 3 clusters Score -7419152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7419149.500000 Penalty: 5373.613770
	Iteration 70Q: 3 clusters Score -7419150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7419157.000000 Penalty: 5373.613770
	Iteration 71Q: 3 clusters Score -7419157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7419156.000000 Penalty: 5373.613770
	Iteration 72Q: 3 clusters Score -7419156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7419166.000000 Penalty: 5373.613770
	Iteration 73Q: 3 clusters Score -7419166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7419163.000000 Penalty: 5373.613770
	Iteration 74Q: 3 clusters Score -7419163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7419163.000000 Penalty: 5373.613770
	Iteration 75Q: 3 clusters Score -7419163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7419176.500000 Penalty: 5373.613770
	Iteration 76Q: 3 clusters Score -7419176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7419178.500000 Penalty: 5373.613770
	Iteration 77Q: 3 clusters Score -7419178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7419178.500000 Penalty: 5373.613770
	Iteration 78Q: 3 clusters Score -7419178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7419179.500000 Penalty: 5373.613770
	Iteration 79Q: 3 clusters Score -7419180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7419176.000000 Penalty: 5373.613770
	Iteration 80F: 3 clusters Score -7419176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7419179.000000 Penalty: 5373.613770
	Iteration 81Q: 3 clusters Score -7419179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7419174.000000 Penalty: 5373.613770
	Iteration 82Q: 3 clusters Score -7419174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7419172.000000 Penalty: 5373.613770
	Iteration 83Q: 3 clusters Score -7419172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7419180.500000 Penalty: 5373.613770
	Iteration 84Q: 3 clusters Score -7419180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7419181.500000 Penalty: 5373.613770
	Iteration 85Q: 3 clusters Score -7419182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7419181.500000 Penalty: 5373.613770
	Iteration 86Q: 3 clusters Score -7419182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7419177.000000 Penalty: 5373.613770
	Iteration 87Q: 3 clusters Score -7419177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7419180.500000 Penalty: 5373.613770
	Iteration 88Q: 3 clusters Score -7419180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7419180.500000 Penalty: 5373.613770
	Iteration 89F: 3 clusters Score -7419180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Entering Unmasked Estep 
Score: -1948319.000000 Penalty: 2353.748535
	Iteration 0F: 2 clusters Score -1948319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1938573.000000 Penalty: 4707.497070
	Iteration 0F: 3 clusters Score -1938573 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1941770.625000 Penalty: 4707.497070
	Iteration 1F: 3 clusters Score -1941771 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1942252.375000 Penalty: 4707.497070
	Iteration 2F: 3 clusters Score -1942252 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1942708.750000 Penalty: 4707.497070
	Iteration 3F: 3 clusters Score -1942709 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1943180.250000 Penalty: 4707.497070
	Iteration 4F: 3 clusters Score -1943180 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1943669.250000 Penalty: 4707.497070
	Iteration 5F: 3 clusters Score -1943669 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1944146.000000 Penalty: 4707.497070
	Iteration 6F: 3 clusters Score -1944146 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1944587.500000 Penalty: 4707.497070
	Iteration 7Q: 3 clusters Score -1944588 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1944984.000000 Penalty: 4707.497070
	Iteration 8Q: 3 clusters Score -1944984 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1945364.875000 Penalty: 4707.497070
	Iteration 9Q: 3 clusters Score -1945365 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1945673.500000 Penalty: 4707.497070
	Iteration 10Q: 3 clusters Score -1945674 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1945912.500000 Penalty: 4707.497070
	Iteration 11Q: 3 clusters Score -1945912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1946094.000000 Penalty: 4707.497070
	Iteration 12Q: 3 clusters Score -1946094 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1946202.500000 Penalty: 4707.497070
	Iteration 13Q: 3 clusters Score -1946202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1946261.875000 Penalty: 4707.497070
	Iteration 14Q: 3 clusters Score -1946262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1946294.750000 Penalty: 4707.497070
	Iteration 15Q: 3 clusters Score -1946295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1946320.750000 Penalty: 4707.497070
	Iteration 16Q: 3 clusters Score -1946321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1946342.500000 Penalty: 4707.497070
	Iteration 17Q: 3 clusters Score -1946342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1946355.875000 Penalty: 4707.497070
	Iteration 18Q: 3 clusters Score -1946356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1946365.750000 Penalty: 4707.497070
	Iteration 19Q: 3 clusters Score -1946366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1946371.500000 Penalty: 4707.497070
	Iteration 20F: 3 clusters Score -1946372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1946376.000000 Penalty: 4707.497070
	Iteration 21Q: 3 clusters Score -1946376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1946383.625000 Penalty: 4707.497070
	Iteration 22Q: 3 clusters Score -1946384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1946389.875000 Penalty: 4707.497070
	Iteration 23Q: 3 clusters Score -1946390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1946392.750000 Penalty: 4707.497070
	Iteration 24Q: 3 clusters Score -1946393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1946400.250000 Penalty: 4707.497070
	Iteration 25Q: 3 clusters Score -1946400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1946403.250000 Penalty: 4707.497070
	Iteration 26Q: 3 clusters Score -1946403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1946406.125000 Penalty: 4707.497070
	Iteration 27Q: 3 clusters Score -1946406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1946406.375000 Penalty: 4707.497070
	Iteration 28Q: 3 clusters Score -1946406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1946406.375000 Penalty: 4707.497070
	Iteration 29F: 3 clusters Score -1946406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195412 members 
Entering Unmasked Estep 
Score: -29207450.000000 Penalty: 3021.350586
	Iteration 0F: 2 clusters Score -2.920745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -29078560.000000 Penalty: 6042.701172
	Iteration 0F: 3 clusters Score -2.907856e+07 nChanged 94130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -29133668.000000 Penalty: 6042.701172
	Iteration 1F: 3 clusters Score -2.913367e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -29134584.000000 Penalty: 6042.701172
	Iteration 2Q: 3 clusters Score -2.913458e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -29135866.000000 Penalty: 6042.701172
	Iteration 3Q: 3 clusters Score -2.913587e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 111682 members 
Entering Unmasked Estep 
Score: -29138296.000000 Penalty: 6042.701172
	Iteration 4Q: 3 clusters Score -2.91383e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 119106 members 
Entering Unmasked Estep 
Score: -29141838.000000 Penalty: 6042.701172
	Iteration 5Q: 3 clusters Score -2.914184e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 129748 members 
Entering Unmasked Estep 
Score: -29148394.000000 Penalty: 6042.701172
	Iteration 6F: 3 clusters Score -2.914839e+07 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 143869 members 
Entering Unmasked Estep 
Score: -29158796.000000 Penalty: 6042.701172
	Iteration 7F: 3 clusters Score -2.91588e+07 nChanged 15880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -29172392.000000 Penalty: 6042.701172
	Iteration 8F: 3 clusters Score -2.917239e+07 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 173661 members 
Entering Unmasked Estep 
Score: -29184918.000000 Penalty: 6042.701172
	Iteration 9F: 3 clusters Score -2.918492e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 183458 members 
Entering Unmasked Estep 
Score: -29194052.000000 Penalty: 6042.701172
	Iteration 10F: 3 clusters Score -2.919405e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 189387 members 
Entering Unmasked Estep 
Score: -29199594.000000 Penalty: 6042.701172
	Iteration 11Q: 3 clusters Score -2.919959e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 192570 members 
Entering Unmasked Estep 
Score: -29202344.000000 Penalty: 6042.701172
	Iteration 12Q: 3 clusters Score -2.920234e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 194005 members 
Entering Unmasked Estep 
Score: -29203604.000000 Penalty: 6042.701172
	Iteration 13Q: 3 clusters Score -2.92036e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
Score: -29204244.000000 Penalty: 6042.701172
	Iteration 14Q: 3 clusters Score -2.920424e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
Score: -29204468.000000 Penalty: 6042.701172
	Iteration 15Q: 3 clusters Score -2.920447e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 194974 members 
Entering Unmasked Estep 
Score: -29204560.000000 Penalty: 6042.701172
	Iteration 16Q: 3 clusters Score -2.920456e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 195026 members 
Entering Unmasked Estep 
Score: -29204624.000000 Penalty: 6042.701172
	Iteration 17Q: 3 clusters Score -2.920462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 195055 members 
Entering Unmasked Estep 
Score: -29204662.000000 Penalty: 6042.701172
	Iteration 18Q: 3 clusters Score -2.920466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 195090 members 
Entering Unmasked Estep 
Score: -29204720.000000 Penalty: 6042.701172
	Iteration 19Q: 3 clusters Score -2.920472e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 195110 members 
Entering Unmasked Estep 
Score: -29204760.000000 Penalty: 6042.701172
	Iteration 20F: 3 clusters Score -2.920476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 195122 members 
Entering Unmasked Estep 
Score: -29204782.000000 Penalty: 6042.701172
	Iteration 21Q: 3 clusters Score -2.920478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -29204798.000000 Penalty: 6042.701172
	Iteration 22Q: 3 clusters Score -2.92048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 195133 members 
Entering Unmasked Estep 
Score: -29204802.000000 Penalty: 6042.701172
	Iteration 23Q: 3 clusters Score -2.92048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195137 members 
Entering Unmasked Estep 
Score: -29204814.000000 Penalty: 6042.701172
	Iteration 24Q: 3 clusters Score -2.920481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195137 members 
Entering Unmasked Estep 
Score: -29204832.000000 Penalty: 6042.701172
	Iteration 25Q: 3 clusters Score -2.920483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195137 members 
Entering Unmasked Estep 
Score: -29204832.000000 Penalty: 6042.701172
	Iteration 26F: 3 clusters Score -2.920483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -731809.562500 Penalty: 2122.371826
	Iteration 0F: 2 clusters Score -731809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -727177.437500 Penalty: 4244.743652
	Iteration 0F: 3 clusters Score -727177.4 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -728327.312500 Penalty: 4244.743652
	Iteration 1F: 3 clusters Score -728327.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -728576.000000 Penalty: 4244.743652
	Iteration 2F: 3 clusters Score -728576 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -728758.437500 Penalty: 4244.743652
	Iteration 3F: 3 clusters Score -728758.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -728902.500000 Penalty: 4244.743652
	Iteration 4Q: 3 clusters Score -728902.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -729004.312500 Penalty: 4244.743652
	Iteration 5Q: 3 clusters Score -729004.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -729080.687500 Penalty: 4244.743652
	Iteration 6Q: 3 clusters Score -729080.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -729137.062500 Penalty: 4244.743652
	Iteration 7Q: 3 clusters Score -729137.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -729197.937500 Penalty: 4244.743652
	Iteration 8Q: 3 clusters Score -729197.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -729258.375000 Penalty: 4244.743652
	Iteration 9Q: 3 clusters Score -729258.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -729309.687500 Penalty: 4244.743652
	Iteration 10Q: 3 clusters Score -729309.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -729375.625000 Penalty: 4244.743652
	Iteration 11Q: 3 clusters Score -729375.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -729460.375000 Penalty: 4244.743652
	Iteration 12Q: 3 clusters Score -729460.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -729552.687500 Penalty: 4244.743652
	Iteration 13Q: 3 clusters Score -729552.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -729679.375000 Penalty: 4244.743652
	Iteration 14Q: 3 clusters Score -729679.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -729793.875000 Penalty: 4244.743652
	Iteration 15Q: 3 clusters Score -729793.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -729894.062500 Penalty: 4244.743652
	Iteration 16Q: 3 clusters Score -729894.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -729983.000000 Penalty: 4244.743652
	Iteration 17Q: 3 clusters Score -729983 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -730072.625000 Penalty: 4244.743652
	Iteration 18Q: 3 clusters Score -730072.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -730162.562500 Penalty: 4244.743652
	Iteration 19Q: 3 clusters Score -730162.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -730252.937500 Penalty: 4244.743652
	Iteration 20F: 3 clusters Score -730252.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -730317.187500 Penalty: 4244.743652
	Iteration 21Q: 3 clusters Score -730317.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -730364.875000 Penalty: 4244.743652
	Iteration 22Q: 3 clusters Score -730364.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -730383.125000 Penalty: 4244.743652
	Iteration 23Q: 3 clusters Score -730383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -730396.875000 Penalty: 4244.743652
	Iteration 24Q: 3 clusters Score -730396.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -730416.187500 Penalty: 4244.743652
	Iteration 25Q: 3 clusters Score -730416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -730425.250000 Penalty: 4244.743652
	Iteration 26Q: 3 clusters Score -730425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -730434.312500 Penalty: 4244.743652
	Iteration 27Q: 3 clusters Score -730434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -730438.000000 Penalty: 4244.743652
	Iteration 28Q: 3 clusters Score -730438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -730441.125000 Penalty: 4244.743652
	Iteration 29Q: 3 clusters Score -730441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -730445.625000 Penalty: 4244.743652
	Iteration 30Q: 3 clusters Score -730445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -730446.812500 Penalty: 4244.743652
	Iteration 31Q: 3 clusters Score -730446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -730448.000000 Penalty: 4244.743652
	Iteration 32Q: 3 clusters Score -730448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -730449.750000 Penalty: 4244.743652
	Iteration 33Q: 3 clusters Score -730449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -730450.312500 Penalty: 4244.743652
	Iteration 34Q: 3 clusters Score -730450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -730451.000000 Penalty: 4244.743652
	Iteration 35Q: 3 clusters Score -730451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -730455.000000 Penalty: 4244.743652
	Iteration 36Q: 3 clusters Score -730455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -730458.312500 Penalty: 4244.743652
	Iteration 37Q: 3 clusters Score -730458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -730459.750000 Penalty: 4244.743652
	Iteration 38Q: 3 clusters Score -730459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -730459.437500 Penalty: 4244.743652
	Iteration 39Q: 3 clusters Score -730459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -730461.375000 Penalty: 4244.743652
	Iteration 40F: 3 clusters Score -730461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -730462.562500 Penalty: 4244.743652
	Iteration 41Q: 3 clusters Score -730462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -730467.812500 Penalty: 4244.743652
	Iteration 42Q: 3 clusters Score -730467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -730470.375000 Penalty: 4244.743652
	Iteration 43Q: 3 clusters Score -730470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -730471.000000 Penalty: 4244.743652
	Iteration 44Q: 3 clusters Score -730471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -730471.687500 Penalty: 4244.743652
	Iteration 45Q: 3 clusters Score -730471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -730475.500000 Penalty: 4244.743652
	Iteration 46Q: 3 clusters Score -730475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -730479.312500 Penalty: 4244.743652
	Iteration 47Q: 3 clusters Score -730479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -730482.125000 Penalty: 4244.743652
	Iteration 48Q: 3 clusters Score -730482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -730484.125000 Penalty: 4244.743652
	Iteration 49Q: 3 clusters Score -730484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -730486.312500 Penalty: 4244.743652
	Iteration 50Q: 3 clusters Score -730486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -730487.312500 Penalty: 4244.743652
	Iteration 51Q: 3 clusters Score -730487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -730487.312500 Penalty: 4244.743652
	Iteration 52F: 3 clusters Score -730487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -309828.468750 Penalty: 1958.160400
	Iteration 0F: 2 clusters Score -309828.5 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 1359 members 
Entering Unmasked Estep 
Score: -307241.968750 Penalty: 3916.320801
	Iteration 0F: 3 clusters Score -307242 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -311107.062500 Penalty: 3916.320801
	Iteration 1F: 3 clusters Score -311107.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -316517.531250 Penalty: 3916.320801
	Iteration 2F: 3 clusters Score -316517.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321194.750000 Penalty: 3916.320801
	Iteration 3F: 3 clusters Score -321194.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -322166.406250 Penalty: 3916.320801
	Iteration 4Q: 3 clusters Score -322166.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -322543.000000 Penalty: 3916.320801
	Iteration 5Q: 3 clusters Score -322543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -322830.750000 Penalty: 3916.320801
	Iteration 6Q: 3 clusters Score -322830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -322831.218750 Penalty: 3916.320801
	Iteration 7Q: 3 clusters Score -322831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -322930.343750 Penalty: 3916.320801
	Iteration 8F: 3 clusters Score -322930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -323036.031250 Penalty: 3916.320801
	Iteration 9Q: 3 clusters Score -323036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -323036.031250 Penalty: 3916.320801
	Iteration 10F: 3 clusters Score -323036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 13239 members 
Mstep: Class 4 contains 195412 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 152016 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 61291 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 25151 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 10720 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 18 contains 1286 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3958 members 
Mstep: Class 27 contains 10735 members 
Mstep: Class 28 contains 26086 members 
Mstep: Class 29 contains 1348 members 
Entering Unmasked Estep 
Score: -95489864.000000 Penalty: 96387.664062
Splitting cluster 6 changes total score from -95478232.000000 to -95489864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (152016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152016 members 
Entering Unmasked Estep 
Score: -22684022.000000 Penalty: 2959.071777
	Iteration 0F: 2 clusters Score -2.268402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -22586942.000000 Penalty: 5918.143555
	Iteration 0F: 3 clusters Score -2.258694e+07 nChanged 72525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -22629568.000000 Penalty: 5918.143555
	Iteration 1F: 3 clusters Score -2.262957e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -22631764.000000 Penalty: 5918.143555
	Iteration 2Q: 3 clusters Score -2.263176e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -22634618.000000 Penalty: 5918.143555
	Iteration 3Q: 3 clusters Score -2.263462e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -22638946.000000 Penalty: 5918.143555
	Iteration 4F: 3 clusters Score -2.263895e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -22644982.000000 Penalty: 5918.143555
	Iteration 5F: 3 clusters Score -2.264498e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -22652780.000000 Penalty: 5918.143555
	Iteration 6F: 3 clusters Score -2.265278e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -22661376.000000 Penalty: 5918.143555
	Iteration 7F: 3 clusters Score -2.266138e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 120832 members 
Entering Unmasked Estep 
Score: -22668152.000000 Penalty: 5918.143555
	Iteration 8F: 3 clusters Score -2.266815e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -22672300.000000 Penalty: 5918.143555
	Iteration 9Q: 3 clusters Score -2.26723e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -22674704.000000 Penalty: 5918.143555
	Iteration 10Q: 3 clusters Score -2.26747e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -22676248.000000 Penalty: 5918.143555
	Iteration 11Q: 3 clusters Score -2.267625e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -22677280.000000 Penalty: 5918.143555
	Iteration 12Q: 3 clusters Score -2.267728e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 137172 members 
Entering Unmasked Estep 
Score: -22678010.000000 Penalty: 5918.143555
	Iteration 13Q: 3 clusters Score -2.267801e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 139031 members 
Entering Unmasked Estep 
Score: -22678658.000000 Penalty: 5918.143555
	Iteration 14Q: 3 clusters Score -2.267866e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -22679166.000000 Penalty: 5918.143555
	Iteration 15Q: 3 clusters Score -2.267917e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -22679740.000000 Penalty: 5918.143555
	Iteration 16Q: 3 clusters Score -2.267974e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -22680044.000000 Penalty: 5918.143555
	Iteration 17Q: 3 clusters Score -2.268004e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -22680434.000000 Penalty: 5918.143555
	Iteration 18Q: 3 clusters Score -2.268043e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -22680798.000000 Penalty: 5918.143555
	Iteration 19Q: 3 clusters Score -2.26808e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 145900 members 
Entering Unmasked Estep 
Score: -22681040.000000 Penalty: 5918.143555
	Iteration 20F: 3 clusters Score -2.268104e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 146506 members 
Entering Unmasked Estep 
Score: -22681216.000000 Penalty: 5918.143555
	Iteration 21Q: 3 clusters Score -2.268122e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 147045 members 
Entering Unmasked Estep 
Score: -22681432.000000 Penalty: 5918.143555
	Iteration 22Q: 3 clusters Score -2.268143e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 147496 members 
Entering Unmasked Estep 
Score: -22681490.000000 Penalty: 5918.143555
	Iteration 23Q: 3 clusters Score -2.268149e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 147887 members 
Entering Unmasked Estep 
Score: -22681572.000000 Penalty: 5918.143555
	Iteration 24Q: 3 clusters Score -2.268157e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 148244 members 
Entering Unmasked Estep 
Score: -22681754.000000 Penalty: 5918.143555
	Iteration 25Q: 3 clusters Score -2.268175e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 148532 members 
Entering Unmasked Estep 
Score: -22681778.000000 Penalty: 5918.143555
	Iteration 26Q: 3 clusters Score -2.268178e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -22681852.000000 Penalty: 5918.143555
	Iteration 27Q: 3 clusters Score -2.268185e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -22681930.000000 Penalty: 5918.143555
	Iteration 28Q: 3 clusters Score -2.268193e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
Score: -22681952.000000 Penalty: 5918.143555
	Iteration 29Q: 3 clusters Score -2.268195e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -22682036.000000 Penalty: 5918.143555
	Iteration 30Q: 3 clusters Score -2.268204e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 149371 members 
Entering Unmasked Estep 
Score: -22682070.000000 Penalty: 5918.143555
	Iteration 31Q: 3 clusters Score -2.268207e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -22682098.000000 Penalty: 5918.143555
	Iteration 32Q: 3 clusters Score -2.26821e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 149598 members 
Entering Unmasked Estep 
Score: -22682090.000000 Penalty: 5918.143555
	Iteration 33Q: 3 clusters Score -2.268209e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 149704 members 
Entering Unmasked Estep 
Score: -22682156.000000 Penalty: 5918.143555
	Iteration 34Q: 3 clusters Score -2.268216e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 149787 members 
Entering Unmasked Estep 
Score: -22682224.000000 Penalty: 5918.143555
	Iteration 35Q: 3 clusters Score -2.268222e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 149875 members 
Entering Unmasked Estep 
Score: -22682286.000000 Penalty: 5918.143555
	Iteration 36Q: 3 clusters Score -2.268229e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -22682246.000000 Penalty: 5918.143555
	Iteration 37Q: 3 clusters Score -2.268225e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -22682274.000000 Penalty: 5918.143555
	Iteration 38Q: 3 clusters Score -2.268227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -22682278.000000 Penalty: 5918.143555
	Iteration 39Q: 3 clusters Score -2.268228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -22682302.000000 Penalty: 5918.143555
	Iteration 40F: 3 clusters Score -2.26823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -22682326.000000 Penalty: 5918.143555
	Iteration 41Q: 3 clusters Score -2.268233e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 150161 members 
Entering Unmasked Estep 
Score: -22682364.000000 Penalty: 5918.143555
	Iteration 42Q: 3 clusters Score -2.268236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -22682362.000000 Penalty: 5918.143555
	Iteration 43Q: 3 clusters Score -2.268236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 150200 members 
Entering Unmasked Estep 
Score: -22682368.000000 Penalty: 5918.143555
	Iteration 44Q: 3 clusters Score -2.268237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -22682390.000000 Penalty: 5918.143555
	Iteration 45Q: 3 clusters Score -2.268239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -22682394.000000 Penalty: 5918.143555
	Iteration 46Q: 3 clusters Score -2.268239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -22682410.000000 Penalty: 5918.143555
	Iteration 47Q: 3 clusters Score -2.268241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -22682428.000000 Penalty: 5918.143555
	Iteration 48Q: 3 clusters Score -2.268243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -22682442.000000 Penalty: 5918.143555
	Iteration 49Q: 3 clusters Score -2.268244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -22682452.000000 Penalty: 5918.143555
	Iteration 50Q: 3 clusters Score -2.268245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 150269 members 
Entering Unmasked Estep 
Score: -22682450.000000 Penalty: 5918.143555
	Iteration 51Q: 3 clusters Score -2.268245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 150272 members 
Entering Unmasked Estep 
Score: -22682436.000000 Penalty: 5918.143555
	Iteration 52Q: 3 clusters Score -2.268244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -22682446.000000 Penalty: 5918.143555
	Iteration 53Q: 3 clusters Score -2.268245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -22682440.000000 Penalty: 5918.143555
	Iteration 54Q: 3 clusters Score -2.268244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -22682440.000000 Penalty: 5918.143555
	Iteration 55Q: 3 clusters Score -2.268244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -22682450.000000 Penalty: 5918.143555
	Iteration 56Q: 3 clusters Score -2.268245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -22682454.000000 Penalty: 5918.143555
	Iteration 57Q: 3 clusters Score -2.268245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 150312 members 
Entering Unmasked Estep 
Score: -22682438.000000 Penalty: 5918.143555
	Iteration 58Q: 3 clusters Score -2.268244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -22682434.000000 Penalty: 5918.143555
	Iteration 59Q: 3 clusters Score -2.268243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 150320 members 
Entering Unmasked Estep 
Score: -22682442.000000 Penalty: 5918.143555
	Iteration 60F: 3 clusters Score -2.268244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -22682446.000000 Penalty: 5918.143555
	Iteration 61Q: 3 clusters Score -2.268245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -22682462.000000 Penalty: 5918.143555
	Iteration 62Q: 3 clusters Score -2.268246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -22682454.000000 Penalty: 5918.143555
	Iteration 63Q: 3 clusters Score -2.268245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -22682456.000000 Penalty: 5918.143555
	Iteration 64Q: 3 clusters Score -2.268246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -22682454.000000 Penalty: 5918.143555
	Iteration 65Q: 3 clusters Score -2.268245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -22682454.000000 Penalty: 5918.143555
	Iteration 66F: 3 clusters Score -2.268245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -1716672.125000 Penalty: 2326.260498
	Iteration 0F: 2 clusters Score -1716672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1707903.875000 Penalty: 4652.520996
	Iteration 0F: 3 clusters Score -1707904 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1710644.000000 Penalty: 4652.520996
	Iteration 1F: 3 clusters Score -1710644 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1710985.875000 Penalty: 4652.520996
	Iteration 2F: 3 clusters Score -1710986 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1711266.250000 Penalty: 4652.520996
	Iteration 3F: 3 clusters Score -1711266 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1711505.000000 Penalty: 4652.520996
	Iteration 4Q: 3 clusters Score -1711505 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1711736.500000 Penalty: 4652.520996
	Iteration 5Q: 3 clusters Score -1711736 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1711955.000000 Penalty: 4652.520996
	Iteration 6Q: 3 clusters Score -1711955 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1712191.750000 Penalty: 4652.520996
	Iteration 7Q: 3 clusters Score -1712192 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1712429.625000 Penalty: 4652.520996
	Iteration 8Q: 3 clusters Score -1712430 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1712670.875000 Penalty: 4652.520996
	Iteration 9Q: 3 clusters Score -1712671 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1712889.250000 Penalty: 4652.520996
	Iteration 10Q: 3 clusters Score -1712889 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1713117.875000 Penalty: 4652.520996
	Iteration 11Q: 3 clusters Score -1713118 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1713328.000000 Penalty: 4652.520996
	Iteration 12Q: 3 clusters Score -1713328 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1713506.750000 Penalty: 4652.520996
	Iteration 13Q: 3 clusters Score -1713507 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1713688.000000 Penalty: 4652.520996
	Iteration 14Q: 3 clusters Score -1713688 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1713826.750000 Penalty: 4652.520996
	Iteration 15Q: 3 clusters Score -1713827 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1713939.375000 Penalty: 4652.520996
	Iteration 16Q: 3 clusters Score -1713939 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1714024.375000 Penalty: 4652.520996
	Iteration 17Q: 3 clusters Score -1714024 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1714106.125000 Penalty: 4652.520996
	Iteration 18Q: 3 clusters Score -1714106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1714173.250000 Penalty: 4652.520996
	Iteration 19Q: 3 clusters Score -1714173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1714226.125000 Penalty: 4652.520996
	Iteration 20F: 3 clusters Score -1714226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1714265.625000 Penalty: 4652.520996
	Iteration 21Q: 3 clusters Score -1714266 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1714300.875000 Penalty: 4652.520996
	Iteration 22Q: 3 clusters Score -1714301 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1714336.125000 Penalty: 4652.520996
	Iteration 23Q: 3 clusters Score -1714336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1714373.250000 Penalty: 4652.520996
	Iteration 24Q: 3 clusters Score -1714373 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1714411.500000 Penalty: 4652.520996
	Iteration 25Q: 3 clusters Score -1714412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1714460.250000 Penalty: 4652.520996
	Iteration 26Q: 3 clusters Score -1714460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1714499.125000 Penalty: 4652.520996
	Iteration 27Q: 3 clusters Score -1714499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1714530.250000 Penalty: 4652.520996
	Iteration 28Q: 3 clusters Score -1714530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1714550.875000 Penalty: 4652.520996
	Iteration 29Q: 3 clusters Score -1714551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1714562.500000 Penalty: 4652.520996
	Iteration 30Q: 3 clusters Score -1714562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1714582.250000 Penalty: 4652.520996
	Iteration 31Q: 3 clusters Score -1714582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1714595.625000 Penalty: 4652.520996
	Iteration 32Q: 3 clusters Score -1714596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1714611.625000 Penalty: 4652.520996
	Iteration 33Q: 3 clusters Score -1714612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1714622.875000 Penalty: 4652.520996
	Iteration 34Q: 3 clusters Score -1714623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1714632.875000 Penalty: 4652.520996
	Iteration 35Q: 3 clusters Score -1714633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1714639.000000 Penalty: 4652.520996
	Iteration 36Q: 3 clusters Score -1714639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1714645.500000 Penalty: 4652.520996
	Iteration 37Q: 3 clusters Score -1714646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1714653.250000 Penalty: 4652.520996
	Iteration 38Q: 3 clusters Score -1714653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1714660.250000 Penalty: 4652.520996
	Iteration 39Q: 3 clusters Score -1714660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1714664.125000 Penalty: 4652.520996
	Iteration 40F: 3 clusters Score -1714664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1714672.750000 Penalty: 4652.520996
	Iteration 41Q: 3 clusters Score -1714673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1714675.000000 Penalty: 4652.520996
	Iteration 42Q: 3 clusters Score -1714675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1714682.500000 Penalty: 4652.520996
	Iteration 43Q: 3 clusters Score -1714682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1714682.125000 Penalty: 4652.520996
	Iteration 44Q: 3 clusters Score -1714682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1714685.875000 Penalty: 4652.520996
	Iteration 45Q: 3 clusters Score -1714686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1714684.375000 Penalty: 4652.520996
	Iteration 46Q: 3 clusters Score -1714684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1714684.000000 Penalty: 4652.520996
	Iteration 47Q: 3 clusters Score -1714684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1714682.125000 Penalty: 4652.520996
	Iteration 48Q: 3 clusters Score -1714682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1714683.250000 Penalty: 4652.520996
	Iteration 49Q: 3 clusters Score -1714683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1714685.000000 Penalty: 4652.520996
	Iteration 50Q: 3 clusters Score -1714685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1714687.000000 Penalty: 4652.520996
	Iteration 51Q: 3 clusters Score -1714687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1714688.375000 Penalty: 4652.520996
	Iteration 52Q: 3 clusters Score -1714688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1714690.375000 Penalty: 4652.520996
	Iteration 53Q: 3 clusters Score -1714690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1714691.625000 Penalty: 4652.520996
	Iteration 54Q: 3 clusters Score -1714692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1714698.625000 Penalty: 4652.520996
	Iteration 55Q: 3 clusters Score -1714699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1714697.375000 Penalty: 4652.520996
	Iteration 56Q: 3 clusters Score -1714697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1714697.625000 Penalty: 4652.520996
	Iteration 57Q: 3 clusters Score -1714698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1714700.375000 Penalty: 4652.520996
	Iteration 58Q: 3 clusters Score -1714700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1714702.375000 Penalty: 4652.520996
	Iteration 59Q: 3 clusters Score -1714702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1714707.000000 Penalty: 4652.520996
	Iteration 60F: 3 clusters Score -1714707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1714706.625000 Penalty: 4652.520996
	Iteration 61Q: 3 clusters Score -1714707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1714705.875000 Penalty: 4652.520996
	Iteration 62Q: 3 clusters Score -1714706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1714707.000000 Penalty: 4652.520996
	Iteration 63Q: 3 clusters Score -1714707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1714709.375000 Penalty: 4652.520996
	Iteration 64Q: 3 clusters Score -1714709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1714707.500000 Penalty: 4652.520996
	Iteration 65Q: 3 clusters Score -1714708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1714707.750000 Penalty: 4652.520996
	Iteration 66Q: 3 clusters Score -1714708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1714710.250000 Penalty: 4652.520996
	Iteration 67Q: 3 clusters Score -1714710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1714712.625000 Penalty: 4652.520996
	Iteration 68Q: 3 clusters Score -1714713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1714712.625000 Penalty: 4652.520996
	Iteration 69F: 3 clusters Score -1714713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -1029588.375000 Penalty: 2197.403809
	Iteration 0F: 2 clusters Score -1029588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1023759.500000 Penalty: 4394.807617
	Iteration 0F: 3 clusters Score -1023760 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1025272.437500 Penalty: 4394.807617
	Iteration 1F: 3 clusters Score -1025272 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1025505.000000 Penalty: 4394.807617
	Iteration 2F: 3 clusters Score -1025505 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1025664.125000 Penalty: 4394.807617
	Iteration 3Q: 3 clusters Score -1025664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1025798.000000 Penalty: 4394.807617
	Iteration 4Q: 3 clusters Score -1025798 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1025925.937500 Penalty: 4394.807617
	Iteration 5Q: 3 clusters Score -1025926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1026082.250000 Penalty: 4394.807617
	Iteration 6Q: 3 clusters Score -1026082 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1026260.187500 Penalty: 4394.807617
	Iteration 7Q: 3 clusters Score -1026260 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1026460.562500 Penalty: 4394.807617
	Iteration 8Q: 3 clusters Score -1026461 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1026667.875000 Penalty: 4394.807617
	Iteration 9Q: 3 clusters Score -1026668 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1026885.312500 Penalty: 4394.807617
	Iteration 10Q: 3 clusters Score -1026885 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1027128.437500 Penalty: 4394.807617
	Iteration 11Q: 3 clusters Score -1027128 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1027332.437500 Penalty: 4394.807617
	Iteration 12Q: 3 clusters Score -1027332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1027498.875000 Penalty: 4394.807617
	Iteration 13Q: 3 clusters Score -1027499 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1027642.750000 Penalty: 4394.807617
	Iteration 14Q: 3 clusters Score -1027643 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1027743.062500 Penalty: 4394.807617
	Iteration 15Q: 3 clusters Score -1027743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1027819.000000 Penalty: 4394.807617
	Iteration 16Q: 3 clusters Score -1027819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1027877.437500 Penalty: 4394.807617
	Iteration 17Q: 3 clusters Score -1027877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1027908.937500 Penalty: 4394.807617
	Iteration 18Q: 3 clusters Score -1027909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1027940.750000 Penalty: 4394.807617
	Iteration 19Q: 3 clusters Score -1027941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1027958.375000 Penalty: 4394.807617
	Iteration 20F: 3 clusters Score -1027958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1027977.562500 Penalty: 4394.807617
	Iteration 21Q: 3 clusters Score -1027978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1027990.812500 Penalty: 4394.807617
	Iteration 22Q: 3 clusters Score -1027991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1027996.500000 Penalty: 4394.807617
	Iteration 23Q: 3 clusters Score -1027996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1028004.062500 Penalty: 4394.807617
	Iteration 24Q: 3 clusters Score -1028004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1028010.437500 Penalty: 4394.807617
	Iteration 25Q: 3 clusters Score -1028010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1028010.562500 Penalty: 4394.807617
	Iteration 26Q: 3 clusters Score -1028011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1028012.000000 Penalty: 4394.807617
	Iteration 27Q: 3 clusters Score -1028012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1028012.000000 Penalty: 4394.807617
	Iteration 28F: 3 clusters Score -1028012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Entering Unmasked Estep 
Score: -9067451.000000 Penalty: 2733.800293
	Iteration 0F: 2 clusters Score -9067451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -9026480.000000 Penalty: 5467.600586
	Iteration 0F: 3 clusters Score -9026480 nChanged 28444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -9042489.000000 Penalty: 5467.600586
	Iteration 1F: 3 clusters Score -9042489 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -9043403.000000 Penalty: 5467.600586
	Iteration 2Q: 3 clusters Score -9043403 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -9044821.000000 Penalty: 5467.600586
	Iteration 3Q: 3 clusters Score -9044821 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -9046936.000000 Penalty: 5467.600586
	Iteration 4F: 3 clusters Score -9046936 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -9049948.000000 Penalty: 5467.600586
	Iteration 5F: 3 clusters Score -9049948 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -9053880.000000 Penalty: 5467.600586
	Iteration 6F: 3 clusters Score -9053880 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -9058148.000000 Penalty: 5467.600586
	Iteration 7F: 3 clusters Score -9058148 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -9061647.000000 Penalty: 5467.600586
	Iteration 8F: 3 clusters Score -9061647 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -9063833.000000 Penalty: 5467.600586
	Iteration 9Q: 3 clusters Score -9063833 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -9064868.000000 Penalty: 5467.600586
	Iteration 10Q: 3 clusters Score -9064868 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -9065351.000000 Penalty: 5467.600586
	Iteration 11Q: 3 clusters Score -9065351 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -9065580.000000 Penalty: 5467.600586
	Iteration 12Q: 3 clusters Score -9065580 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -9065708.000000 Penalty: 5467.600586
	Iteration 13Q: 3 clusters Score -9065708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -9065780.000000 Penalty: 5467.600586
	Iteration 14Q: 3 clusters Score -9065780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -9065806.000000 Penalty: 5467.600586
	Iteration 15Q: 3 clusters Score -9065806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -9065842.000000 Penalty: 5467.600586
	Iteration 16Q: 3 clusters Score -9065842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -9065855.000000 Penalty: 5467.600586
	Iteration 17Q: 3 clusters Score -9065855 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -9065874.000000 Penalty: 5467.600586
	Iteration 18Q: 3 clusters Score -9065874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -9065868.000000 Penalty: 5467.600586
	Iteration 19Q: 3 clusters Score -9065868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -9065895.000000 Penalty: 5467.600586
	Iteration 20F: 3 clusters Score -9065895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -9065894.000000 Penalty: 5467.600586
	Iteration 21Q: 3 clusters Score -9065894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -9065910.000000 Penalty: 5467.600586
	Iteration 22Q: 3 clusters Score -9065910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -9065902.000000 Penalty: 5467.600586
	Iteration 23Q: 3 clusters Score -9065902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -9065896.000000 Penalty: 5467.600586
	Iteration 24Q: 3 clusters Score -9065896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -9065906.000000 Penalty: 5467.600586
	Iteration 25Q: 3 clusters Score -9065906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -9065896.000000 Penalty: 5467.600586
	Iteration 26Q: 3 clusters Score -9065896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -9065885.000000 Penalty: 5467.600586
	Iteration 27Q: 3 clusters Score -9065885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -9065893.000000 Penalty: 5467.600586
	Iteration 28Q: 3 clusters Score -9065893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -9065898.000000 Penalty: 5467.600586
	Iteration 29Q: 3 clusters Score -9065898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -9065910.000000 Penalty: 5467.600586
	Iteration 30Q: 3 clusters Score -9065910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -9065919.000000 Penalty: 5467.600586
	Iteration 31Q: 3 clusters Score -9065919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -9065924.000000 Penalty: 5467.600586
	Iteration 32Q: 3 clusters Score -9065924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -9065933.000000 Penalty: 5467.600586
	Iteration 33Q: 3 clusters Score -9065933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -9065931.000000 Penalty: 5467.600586
	Iteration 34Q: 3 clusters Score -9065931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -9065926.000000 Penalty: 5467.600586
	Iteration 35Q: 3 clusters Score -9065926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -9065928.000000 Penalty: 5467.600586
	Iteration 36Q: 3 clusters Score -9065928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -9065933.000000 Penalty: 5467.600586
	Iteration 37Q: 3 clusters Score -9065933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -9065937.000000 Penalty: 5467.600586
	Iteration 38Q: 3 clusters Score -9065937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -9065931.000000 Penalty: 5467.600586
	Iteration 39Q: 3 clusters Score -9065931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -9065928.000000 Penalty: 5467.600586
	Iteration 40F: 3 clusters Score -9065928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -9065934.000000 Penalty: 5467.600586
	Iteration 41Q: 3 clusters Score -9065934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -9065942.000000 Penalty: 5467.600586
	Iteration 42Q: 3 clusters Score -9065942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -9065956.000000 Penalty: 5467.600586
	Iteration 43Q: 3 clusters Score -9065956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -9065965.000000 Penalty: 5467.600586
	Iteration 44Q: 3 clusters Score -9065965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -9065955.000000 Penalty: 5467.600586
	Iteration 45Q: 3 clusters Score -9065955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -9065965.000000 Penalty: 5467.600586
	Iteration 46Q: 3 clusters Score -9065965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -9065960.000000 Penalty: 5467.600586
	Iteration 47Q: 3 clusters Score -9065960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -9065968.000000 Penalty: 5467.600586
	Iteration 48Q: 3 clusters Score -9065968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -9065973.000000 Penalty: 5467.600586
	Iteration 49Q: 3 clusters Score -9065973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -9065964.000000 Penalty: 5467.600586
	Iteration 50Q: 3 clusters Score -9065964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -9065965.000000 Penalty: 5467.600586
	Iteration 51Q: 3 clusters Score -9065965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -9065959.000000 Penalty: 5467.600586
	Iteration 52Q: 3 clusters Score -9065959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -9065953.000000 Penalty: 5467.600586
	Iteration 53Q: 3 clusters Score -9065953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -9065957.000000 Penalty: 5467.600586
	Iteration 54Q: 3 clusters Score -9065957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -9065954.000000 Penalty: 5467.600586
	Iteration 55Q: 3 clusters Score -9065954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -9065958.000000 Penalty: 5467.600586
	Iteration 56Q: 3 clusters Score -9065958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -9065966.000000 Penalty: 5467.600586
	Iteration 57Q: 3 clusters Score -9065966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -9065974.000000 Penalty: 5467.600586
	Iteration 58Q: 3 clusters Score -9065974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -9065969.000000 Penalty: 5467.600586
	Iteration 59Q: 3 clusters Score -9065969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -9065969.000000 Penalty: 5467.600586
	Iteration 60F: 3 clusters Score -9065969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -9065970.000000 Penalty: 5467.600586
	Iteration 61Q: 3 clusters Score -9065970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -9065968.000000 Penalty: 5467.600586
	Iteration 62Q: 3 clusters Score -9065968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -9065971.000000 Penalty: 5467.600586
	Iteration 63Q: 3 clusters Score -9065971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -9065971.000000 Penalty: 5467.600586
	Iteration 64Q: 3 clusters Score -9065971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -9065969.000000 Penalty: 5467.600586
	Iteration 65Q: 3 clusters Score -9065969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -9065978.000000 Penalty: 5467.600586
	Iteration 66Q: 3 clusters Score -9065978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -9065974.000000 Penalty: 5467.600586
	Iteration 67Q: 3 clusters Score -9065974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -9065980.000000 Penalty: 5467.600586
	Iteration 68Q: 3 clusters Score -9065980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -9065976.000000 Penalty: 5467.600586
	Iteration 69Q: 3 clusters Score -9065976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -9065976.000000 Penalty: 5467.600586
	Iteration 70Q: 3 clusters Score -9065976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -9065985.000000 Penalty: 5467.600586
	Iteration 71Q: 3 clusters Score -9065985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -9065976.000000 Penalty: 5467.600586
	Iteration 72Q: 3 clusters Score -9065976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -9065979.000000 Penalty: 5467.600586
	Iteration 73Q: 3 clusters Score -9065979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -9065976.000000 Penalty: 5467.600586
	Iteration 74Q: 3 clusters Score -9065976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -9065979.000000 Penalty: 5467.600586
	Iteration 75Q: 3 clusters Score -9065979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -9065979.000000 Penalty: 5467.600586
	Iteration 76Q: 3 clusters Score -9065979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -9065983.000000 Penalty: 5467.600586
	Iteration 77Q: 3 clusters Score -9065983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -9065988.000000 Penalty: 5467.600586
	Iteration 78Q: 3 clusters Score -9065988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -9065980.000000 Penalty: 5467.600586
	Iteration 79Q: 3 clusters Score -9065980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -9065976.000000 Penalty: 5467.600586
	Iteration 80F: 3 clusters Score -9065976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -9065982.000000 Penalty: 5467.600586
	Iteration 81Q: 3 clusters Score -9065982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -9065984.000000 Penalty: 5467.600586
	Iteration 82Q: 3 clusters Score -9065984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -9065984.000000 Penalty: 5467.600586
	Iteration 83F: 3 clusters Score -9065984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -139068.296875 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -139068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137199.656250 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -137199.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137485.187500 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -137485.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137554.859375 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -137554.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137592.203125 Penalty: 3416.731934
	Iteration 3Q: 3 clusters Score -137592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -137618.390625 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -137618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137630.968750 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -137631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137641.062500 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -137641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -137644.687500 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -137644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137645.750000 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -137645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137649.312500 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -137649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137650.312500 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -137650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137652.828125 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -137652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137653.765625 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -137653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137654.734375 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -137654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137657.234375 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -137657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137665.468750 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -137665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137671.562500 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -137671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137679.421875 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -137679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -137685.531250 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -137685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137687.921875 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -137687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137688.937500 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -137688.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -902560.250000 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -902560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -897092.625000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -897092.6 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -898643.500000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -898643.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -899116.625000 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -899116.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -899515.375000 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -899515.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -899869.625000 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -899869.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -900189.875000 Penalty: 4356.944824
	Iteration 5F: 3 clusters Score -900189.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -900429.750000 Penalty: 4356.944824
	Iteration 6Q: 3 clusters Score -900429.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -900594.250000 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -900594.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -900723.562500 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -900723.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -900829.125000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -900829.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -900905.562500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -900905.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -900970.062500 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -900970.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -901035.562500 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -901035.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -901089.937500 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -901089.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -901136.250000 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -901136.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -901192.875000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -901192.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -901240.937500 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -901240.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -901281.500000 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -901281.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -901302.437500 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -901302.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -901328.750000 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -901328.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -901344.750000 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -901344.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -901358.437500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -901358.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -901375.125000 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -901375.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -901389.500000 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -901389.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -901397.937500 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -901397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -901405.687500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -901405.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -901409.500000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -901409.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -901413.062500 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -901413.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -901418.062500 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -901418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -901421.500000 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -901421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -901424.062500 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -901424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -901426.312500 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -901426.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -901428.937500 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -901428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -901430.875000 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -901430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -901431.812500 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -901431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -901431.812500 Penalty: 4356.944824
	Iteration 35F: 3 clusters Score -901431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Entering Unmasked Estep 
Score: -3422161.750000 Penalty: 2512.897949
	Iteration 0F: 2 clusters Score -3422162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3404659.500000 Penalty: 5025.795898
	Iteration 0F: 3 clusters Score -3404660 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3410852.000000 Penalty: 5025.795898
	Iteration 1F: 3 clusters Score -3410852 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3411477.250000 Penalty: 5025.795898
	Iteration 2F: 3 clusters Score -3411477 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3412137.000000 Penalty: 5025.795898
	Iteration 3F: 3 clusters Score -3412137 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3412933.000000 Penalty: 5025.795898
	Iteration 4F: 3 clusters Score -3412933 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3413852.250000 Penalty: 5025.795898
	Iteration 5F: 3 clusters Score -3413852 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3414862.750000 Penalty: 5025.795898
	Iteration 6F: 3 clusters Score -3414863 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3416044.500000 Penalty: 5025.795898
	Iteration 7F: 3 clusters Score -3416044 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3417169.750000 Penalty: 5025.795898
	Iteration 8F: 3 clusters Score -3417170 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3418024.250000 Penalty: 5025.795898
	Iteration 9Q: 3 clusters Score -3418024 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3418694.250000 Penalty: 5025.795898
	Iteration 10Q: 3 clusters Score -3418694 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3419144.750000 Penalty: 5025.795898
	Iteration 11Q: 3 clusters Score -3419145 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3419417.250000 Penalty: 5025.795898
	Iteration 12Q: 3 clusters Score -3419417 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3419594.000000 Penalty: 5025.795898
	Iteration 13Q: 3 clusters Score -3419594 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3419716.000000 Penalty: 5025.795898
	Iteration 14Q: 3 clusters Score -3419716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3419805.500000 Penalty: 5025.795898
	Iteration 15Q: 3 clusters Score -3419806 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3419870.500000 Penalty: 5025.795898
	Iteration 16Q: 3 clusters Score -3419870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3419915.500000 Penalty: 5025.795898
	Iteration 17Q: 3 clusters Score -3419916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3419941.500000 Penalty: 5025.795898
	Iteration 18Q: 3 clusters Score -3419942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3419984.500000 Penalty: 5025.795898
	Iteration 19Q: 3 clusters Score -3419984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3420018.250000 Penalty: 5025.795898
	Iteration 20F: 3 clusters Score -3420018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3420057.750000 Penalty: 5025.795898
	Iteration 21Q: 3 clusters Score -3420058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3420082.500000 Penalty: 5025.795898
	Iteration 22Q: 3 clusters Score -3420082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3420092.750000 Penalty: 5025.795898
	Iteration 23Q: 3 clusters Score -3420093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3420112.500000 Penalty: 5025.795898
	Iteration 24Q: 3 clusters Score -3420112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3420127.000000 Penalty: 5025.795898
	Iteration 25Q: 3 clusters Score -3420127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3420138.750000 Penalty: 5025.795898
	Iteration 26Q: 3 clusters Score -3420139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3420156.500000 Penalty: 5025.795898
	Iteration 27Q: 3 clusters Score -3420156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3420192.250000 Penalty: 5025.795898
	Iteration 28Q: 3 clusters Score -3420192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3420209.000000 Penalty: 5025.795898
	Iteration 29Q: 3 clusters Score -3420209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3420235.500000 Penalty: 5025.795898
	Iteration 30Q: 3 clusters Score -3420236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3420266.500000 Penalty: 5025.795898
	Iteration 31Q: 3 clusters Score -3420266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3420297.750000 Penalty: 5025.795898
	Iteration 32Q: 3 clusters Score -3420298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3420311.250000 Penalty: 5025.795898
	Iteration 33Q: 3 clusters Score -3420311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3420325.750000 Penalty: 5025.795898
	Iteration 34Q: 3 clusters Score -3420326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3420336.250000 Penalty: 5025.795898
	Iteration 35Q: 3 clusters Score -3420336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3420351.000000 Penalty: 5025.795898
	Iteration 36Q: 3 clusters Score -3420351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3420359.750000 Penalty: 5025.795898
	Iteration 37Q: 3 clusters Score -3420360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3420370.250000 Penalty: 5025.795898
	Iteration 38Q: 3 clusters Score -3420370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3420378.250000 Penalty: 5025.795898
	Iteration 39Q: 3 clusters Score -3420378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3420376.000000 Penalty: 5025.795898
	Iteration 40F: 3 clusters Score -3420376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3420380.000000 Penalty: 5025.795898
	Iteration 41Q: 3 clusters Score -3420380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3420389.000000 Penalty: 5025.795898
	Iteration 42Q: 3 clusters Score -3420389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3420391.250000 Penalty: 5025.795898
	Iteration 43Q: 3 clusters Score -3420391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3420392.750000 Penalty: 5025.795898
	Iteration 44Q: 3 clusters Score -3420393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3420391.750000 Penalty: 5025.795898
	Iteration 45Q: 3 clusters Score -3420392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3420393.250000 Penalty: 5025.795898
	Iteration 46Q: 3 clusters Score -3420393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3420395.250000 Penalty: 5025.795898
	Iteration 47Q: 3 clusters Score -3420395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3420394.250000 Penalty: 5025.795898
	Iteration 48Q: 3 clusters Score -3420394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3420394.750000 Penalty: 5025.795898
	Iteration 49Q: 3 clusters Score -3420395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3420394.750000 Penalty: 5025.795898
	Iteration 50F: 3 clusters Score -3420395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -228799.906250 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -228799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -226360.718750 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -226360.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -226850.781250 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -226850.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227290.890625 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -227290.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -227657.328125 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -227657.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -227820.812500 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -227820.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -227940.218750 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -227940.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -228062.562500 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -228062.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -228144.265625 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -228144.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -228208.703125 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -228208.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -228269.156250 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -228269.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -228315.015625 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -228315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -228388.203125 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -228388.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -228465.796875 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -228465.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -228538.796875 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -228538.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -228635.703125 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -228635.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -228711.406250 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -228711.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -228763.484375 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -228763.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -228797.843750 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -228797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -228819.593750 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -228819.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -228834.109375 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -228834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -228846.171875 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -228846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -228857.500000 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -228857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -228864.343750 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -228864.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -228880.671875 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -228880.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -228893.421875 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -228893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -228905.203125 Penalty: 3689.729980
	Iteration 25Q: 3 clusters Score -228905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -228910.812500 Penalty: 3689.729980
	Iteration 26Q: 3 clusters Score -228910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -228912.812500 Penalty: 3689.729980
	Iteration 27Q: 3 clusters Score -228912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -228912.812500 Penalty: 3689.729980
	Iteration 28F: 3 clusters Score -228912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 13239 members 
Mstep: Class 4 contains 195412 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 152016 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 61291 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 25151 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 10720 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 18 contains 1286 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3958 members 
Mstep: Class 27 contains 10735 members 
Mstep: Class 28 contains 26086 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 422 members 
Entering Unmasked Estep 
Score: -95488320.000000 Penalty: 99711.382812
Splitting cluster 14 changes total score from -95478232.000000 to -95488320.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1622950.750000 Penalty: 2301.406738
	Iteration 0F: 2 clusters Score -1622951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1614788.875000 Penalty: 4602.813477
	Iteration 0F: 3 clusters Score -1614789 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1617220.500000 Penalty: 4602.813477
	Iteration 1F: 3 clusters Score -1617220 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1617465.750000 Penalty: 4602.813477
	Iteration 2F: 3 clusters Score -1617466 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1617617.125000 Penalty: 4602.813477
	Iteration 3Q: 3 clusters Score -1617617 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1617722.375000 Penalty: 4602.813477
	Iteration 4Q: 3 clusters Score -1617722 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1617811.000000 Penalty: 4602.813477
	Iteration 5Q: 3 clusters Score -1617811 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1617883.125000 Penalty: 4602.813477
	Iteration 6Q: 3 clusters Score -1617883 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1617941.250000 Penalty: 4602.813477
	Iteration 7Q: 3 clusters Score -1617941 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1617989.750000 Penalty: 4602.813477
	Iteration 8Q: 3 clusters Score -1617990 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1618042.500000 Penalty: 4602.813477
	Iteration 9Q: 3 clusters Score -1618042 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1618099.750000 Penalty: 4602.813477
	Iteration 10Q: 3 clusters Score -1618100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1618166.500000 Penalty: 4602.813477
	Iteration 11Q: 3 clusters Score -1618166 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1618236.750000 Penalty: 4602.813477
	Iteration 12Q: 3 clusters Score -1618237 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1618321.500000 Penalty: 4602.813477
	Iteration 13Q: 3 clusters Score -1618322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1618441.250000 Penalty: 4602.813477
	Iteration 14Q: 3 clusters Score -1618441 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1618579.750000 Penalty: 4602.813477
	Iteration 15Q: 3 clusters Score -1618580 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1618780.000000 Penalty: 4602.813477
	Iteration 16Q: 3 clusters Score -1618780 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1619049.625000 Penalty: 4602.813477
	Iteration 17Q: 3 clusters Score -1619050 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1619373.125000 Penalty: 4602.813477
	Iteration 18Q: 3 clusters Score -1619373 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1619694.125000 Penalty: 4602.813477
	Iteration 19Q: 3 clusters Score -1619694 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1620010.250000 Penalty: 4602.813477
	Iteration 20F: 3 clusters Score -1620010 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1620297.000000 Penalty: 4602.813477
	Iteration 21Q: 3 clusters Score -1620297 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1620491.625000 Penalty: 4602.813477
	Iteration 22Q: 3 clusters Score -1620492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1620642.375000 Penalty: 4602.813477
	Iteration 23Q: 3 clusters Score -1620642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1620736.500000 Penalty: 4602.813477
	Iteration 24Q: 3 clusters Score -1620736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1620797.750000 Penalty: 4602.813477
	Iteration 25Q: 3 clusters Score -1620798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1620840.500000 Penalty: 4602.813477
	Iteration 26Q: 3 clusters Score -1620840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1620857.750000 Penalty: 4602.813477
	Iteration 27Q: 3 clusters Score -1620858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1620866.625000 Penalty: 4602.813477
	Iteration 28Q: 3 clusters Score -1620867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1620875.875000 Penalty: 4602.813477
	Iteration 29Q: 3 clusters Score -1620876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1620877.250000 Penalty: 4602.813477
	Iteration 30Q: 3 clusters Score -1620877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1620878.750000 Penalty: 4602.813477
	Iteration 31Q: 3 clusters Score -1620879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1620880.625000 Penalty: 4602.813477
	Iteration 32Q: 3 clusters Score -1620881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1620882.125000 Penalty: 4602.813477
	Iteration 33Q: 3 clusters Score -1620882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1620882.125000 Penalty: 4602.813477
	Iteration 34F: 3 clusters Score -1620882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Entering Unmasked Estep 
Score: -5010576.000000 Penalty: 2587.244629
	Iteration 0F: 2 clusters Score -5010576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4987441.000000 Penalty: 5174.489258
	Iteration 0F: 3 clusters Score -4987441 nChanged 15321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4995666.500000 Penalty: 5174.489258
	Iteration 1F: 3 clusters Score -4995666 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4996046.500000 Penalty: 5174.489258
	Iteration 2Q: 3 clusters Score -4996046 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4996390.000000 Penalty: 5174.489258
	Iteration 3Q: 3 clusters Score -4996390 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4996722.500000 Penalty: 5174.489258
	Iteration 4Q: 3 clusters Score -4996722 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4997125.000000 Penalty: 5174.489258
	Iteration 5Q: 3 clusters Score -4997125 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4997552.000000 Penalty: 5174.489258
	Iteration 6Q: 3 clusters Score -4997552 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4998135.000000 Penalty: 5174.489258
	Iteration 7Q: 3 clusters Score -4998135 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4998886.000000 Penalty: 5174.489258
	Iteration 8Q: 3 clusters Score -4998886 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4999821.500000 Penalty: 5174.489258
	Iteration 9Q: 3 clusters Score -4999822 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5000901.000000 Penalty: 5174.489258
	Iteration 10Q: 3 clusters Score -5000901 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -5001832.000000 Penalty: 5174.489258
	Iteration 11F: 3 clusters Score -5001832 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5002591.500000 Penalty: 5174.489258
	Iteration 12Q: 3 clusters Score -5002592 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5003009.000000 Penalty: 5174.489258
	Iteration 13Q: 3 clusters Score -5003009 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -5003224.000000 Penalty: 5174.489258
	Iteration 14Q: 3 clusters Score -5003224 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5003345.500000 Penalty: 5174.489258
	Iteration 15Q: 3 clusters Score -5003346 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5003449.000000 Penalty: 5174.489258
	Iteration 16Q: 3 clusters Score -5003449 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -5003593.000000 Penalty: 5174.489258
	Iteration 17Q: 3 clusters Score -5003593 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5003736.500000 Penalty: 5174.489258
	Iteration 18Q: 3 clusters Score -5003736 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5003835.000000 Penalty: 5174.489258
	Iteration 19Q: 3 clusters Score -5003835 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5003967.000000 Penalty: 5174.489258
	Iteration 20F: 3 clusters Score -5003967 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5004108.000000 Penalty: 5174.489258
	Iteration 21Q: 3 clusters Score -5004108 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -5004278.000000 Penalty: 5174.489258
	Iteration 22Q: 3 clusters Score -5004278 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5004482.000000 Penalty: 5174.489258
	Iteration 23Q: 3 clusters Score -5004482 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5004681.500000 Penalty: 5174.489258
	Iteration 24Q: 3 clusters Score -5004682 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5004955.000000 Penalty: 5174.489258
	Iteration 25Q: 3 clusters Score -5004955 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5005214.000000 Penalty: 5174.489258
	Iteration 26Q: 3 clusters Score -5005214 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -5005504.000000 Penalty: 5174.489258
	Iteration 27Q: 3 clusters Score -5005504 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -5005755.000000 Penalty: 5174.489258
	Iteration 28Q: 3 clusters Score -5005755 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5006018.500000 Penalty: 5174.489258
	Iteration 29Q: 3 clusters Score -5006018 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -5006264.500000 Penalty: 5174.489258
	Iteration 30Q: 3 clusters Score -5006264 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -5006546.500000 Penalty: 5174.489258
	Iteration 31Q: 3 clusters Score -5006546 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5006855.000000 Penalty: 5174.489258
	Iteration 32Q: 3 clusters Score -5006855 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5007086.000000 Penalty: 5174.489258
	Iteration 33Q: 3 clusters Score -5007086 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -5007283.500000 Penalty: 5174.489258
	Iteration 34Q: 3 clusters Score -5007284 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5007476.000000 Penalty: 5174.489258
	Iteration 35Q: 3 clusters Score -5007476 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -5007638.000000 Penalty: 5174.489258
	Iteration 36Q: 3 clusters Score -5007638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -5007802.000000 Penalty: 5174.489258
	Iteration 37Q: 3 clusters Score -5007802 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -5007905.000000 Penalty: 5174.489258
	Iteration 38Q: 3 clusters Score -5007905 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5007990.000000 Penalty: 5174.489258
	Iteration 39Q: 3 clusters Score -5007990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -5008052.500000 Penalty: 5174.489258
	Iteration 40F: 3 clusters Score -5008052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -5008092.000000 Penalty: 5174.489258
	Iteration 41Q: 3 clusters Score -5008092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -5008125.000000 Penalty: 5174.489258
	Iteration 42Q: 3 clusters Score -5008125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -5008149.000000 Penalty: 5174.489258
	Iteration 43Q: 3 clusters Score -5008149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5008181.000000 Penalty: 5174.489258
	Iteration 44Q: 3 clusters Score -5008181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -5008209.000000 Penalty: 5174.489258
	Iteration 45Q: 3 clusters Score -5008209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -5008232.000000 Penalty: 5174.489258
	Iteration 46Q: 3 clusters Score -5008232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5008246.000000 Penalty: 5174.489258
	Iteration 47Q: 3 clusters Score -5008246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5008261.000000 Penalty: 5174.489258
	Iteration 48Q: 3 clusters Score -5008261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -5008275.500000 Penalty: 5174.489258
	Iteration 49Q: 3 clusters Score -5008276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -5008283.500000 Penalty: 5174.489258
	Iteration 50Q: 3 clusters Score -5008284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5008292.000000 Penalty: 5174.489258
	Iteration 51Q: 3 clusters Score -5008292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5008296.000000 Penalty: 5174.489258
	Iteration 52Q: 3 clusters Score -5008296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -5008305.500000 Penalty: 5174.489258
	Iteration 53Q: 3 clusters Score -5008306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -5008302.000000 Penalty: 5174.489258
	Iteration 54Q: 3 clusters Score -5008302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5008311.000000 Penalty: 5174.489258
	Iteration 55Q: 3 clusters Score -5008311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -5008308.000000 Penalty: 5174.489258
	Iteration 56Q: 3 clusters Score -5008308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5008322.000000 Penalty: 5174.489258
	Iteration 57Q: 3 clusters Score -5008322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -5008323.500000 Penalty: 5174.489258
	Iteration 58Q: 3 clusters Score -5008324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -5008323.500000 Penalty: 5174.489258
	Iteration 59Q: 3 clusters Score -5008324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -5008328.000000 Penalty: 5174.489258
	Iteration 60F: 3 clusters Score -5008328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -5008336.500000 Penalty: 5174.489258
	Iteration 61Q: 3 clusters Score -5008336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5008341.500000 Penalty: 5174.489258
	Iteration 62Q: 3 clusters Score -5008342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -5008337.500000 Penalty: 5174.489258
	Iteration 63Q: 3 clusters Score -5008338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -5008345.000000 Penalty: 5174.489258
	Iteration 64Q: 3 clusters Score -5008345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -5008343.500000 Penalty: 5174.489258
	Iteration 65Q: 3 clusters Score -5008344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5008352.000000 Penalty: 5174.489258
	Iteration 66Q: 3 clusters Score -5008352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -5008356.000000 Penalty: 5174.489258
	Iteration 67Q: 3 clusters Score -5008356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5008352.500000 Penalty: 5174.489258
	Iteration 68Q: 3 clusters Score -5008352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -5008355.000000 Penalty: 5174.489258
	Iteration 69Q: 3 clusters Score -5008355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5008353.500000 Penalty: 5174.489258
	Iteration 70Q: 3 clusters Score -5008354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -5008358.000000 Penalty: 5174.489258
	Iteration 71Q: 3 clusters Score -5008358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5008358.000000 Penalty: 5174.489258
	Iteration 72Q: 3 clusters Score -5008358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -5008359.000000 Penalty: 5174.489258
	Iteration 73Q: 3 clusters Score -5008359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5008359.500000 Penalty: 5174.489258
	Iteration 74Q: 3 clusters Score -5008360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5008364.000000 Penalty: 5174.489258
	Iteration 75Q: 3 clusters Score -5008364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5008364.000000 Penalty: 5174.489258
	Iteration 76F: 3 clusters Score -5008364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Entering Unmasked Estep 
Score: -1968373.750000 Penalty: 2362.960449
	Iteration 0F: 2 clusters Score -1968374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1958386.000000 Penalty: 4725.920898
	Iteration 0F: 3 clusters Score -1958386 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1961790.375000 Penalty: 4725.920898
	Iteration 1F: 3 clusters Score -1961790 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1962488.125000 Penalty: 4725.920898
	Iteration 2F: 3 clusters Score -1962488 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1963281.875000 Penalty: 4725.920898
	Iteration 3F: 3 clusters Score -1963282 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1964039.375000 Penalty: 4725.920898
	Iteration 4F: 3 clusters Score -1964039 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1964790.875000 Penalty: 4725.920898
	Iteration 5F: 3 clusters Score -1964791 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1965468.625000 Penalty: 4725.920898
	Iteration 6F: 3 clusters Score -1965469 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1966105.375000 Penalty: 4725.920898
	Iteration 7F: 3 clusters Score -1966105 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1966621.375000 Penalty: 4725.920898
	Iteration 8F: 3 clusters Score -1966621 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1966991.750000 Penalty: 4725.920898
	Iteration 9Q: 3 clusters Score -1966992 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1967265.750000 Penalty: 4725.920898
	Iteration 10Q: 3 clusters Score -1967266 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1967432.750000 Penalty: 4725.920898
	Iteration 11Q: 3 clusters Score -1967433 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1967553.250000 Penalty: 4725.920898
	Iteration 12Q: 3 clusters Score -1967553 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1967637.125000 Penalty: 4725.920898
	Iteration 13Q: 3 clusters Score -1967637 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1967704.375000 Penalty: 4725.920898
	Iteration 14Q: 3 clusters Score -1967704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1967763.625000 Penalty: 4725.920898
	Iteration 15Q: 3 clusters Score -1967764 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1967796.000000 Penalty: 4725.920898
	Iteration 16Q: 3 clusters Score -1967796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1967845.125000 Penalty: 4725.920898
	Iteration 17Q: 3 clusters Score -1967845 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1967873.375000 Penalty: 4725.920898
	Iteration 18Q: 3 clusters Score -1967873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1967903.375000 Penalty: 4725.920898
	Iteration 19Q: 3 clusters Score -1967903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1967933.125000 Penalty: 4725.920898
	Iteration 20F: 3 clusters Score -1967933 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1967958.875000 Penalty: 4725.920898
	Iteration 21Q: 3 clusters Score -1967959 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1967980.750000 Penalty: 4725.920898
	Iteration 22Q: 3 clusters Score -1967981 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1967995.750000 Penalty: 4725.920898
	Iteration 23Q: 3 clusters Score -1967996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1968011.375000 Penalty: 4725.920898
	Iteration 24Q: 3 clusters Score -1968011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1968030.875000 Penalty: 4725.920898
	Iteration 25Q: 3 clusters Score -1968031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1968039.375000 Penalty: 4725.920898
	Iteration 26Q: 3 clusters Score -1968039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1968042.625000 Penalty: 4725.920898
	Iteration 27Q: 3 clusters Score -1968043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1968043.625000 Penalty: 4725.920898
	Iteration 28Q: 3 clusters Score -1968044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1968045.625000 Penalty: 4725.920898
	Iteration 29Q: 3 clusters Score -1968046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1968054.125000 Penalty: 4725.920898
	Iteration 30Q: 3 clusters Score -1968054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1968052.375000 Penalty: 4725.920898
	Iteration 31Q: 3 clusters Score -1968052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1968051.125000 Penalty: 4725.920898
	Iteration 32Q: 3 clusters Score -1968051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1968052.125000 Penalty: 4725.920898
	Iteration 33Q: 3 clusters Score -1968052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1968056.250000 Penalty: 4725.920898
	Iteration 34Q: 3 clusters Score -1968056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1968057.500000 Penalty: 4725.920898
	Iteration 35Q: 3 clusters Score -1968058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1968058.000000 Penalty: 4725.920898
	Iteration 36Q: 3 clusters Score -1968058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1968060.500000 Penalty: 4725.920898
	Iteration 37Q: 3 clusters Score -1968060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1968060.250000 Penalty: 4725.920898
	Iteration 38Q: 3 clusters Score -1968060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1968065.500000 Penalty: 4725.920898
	Iteration 39Q: 3 clusters Score -1968066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1968067.500000 Penalty: 4725.920898
	Iteration 40F: 3 clusters Score -1968068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1968069.625000 Penalty: 4725.920898
	Iteration 41Q: 3 clusters Score -1968070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1968069.250000 Penalty: 4725.920898
	Iteration 42Q: 3 clusters Score -1968069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1968067.000000 Penalty: 4725.920898
	Iteration 43Q: 3 clusters Score -1968067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1968069.750000 Penalty: 4725.920898
	Iteration 44Q: 3 clusters Score -1968070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1968071.250000 Penalty: 4725.920898
	Iteration 45Q: 3 clusters Score -1968071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1968070.875000 Penalty: 4725.920898
	Iteration 46Q: 3 clusters Score -1968071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1968071.000000 Penalty: 4725.920898
	Iteration 47Q: 3 clusters Score -1968071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1968071.000000 Penalty: 4725.920898
	Iteration 48Q: 3 clusters Score -1968071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1968073.750000 Penalty: 4725.920898
	Iteration 49Q: 3 clusters Score -1968074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1968078.625000 Penalty: 4725.920898
	Iteration 50Q: 3 clusters Score -1968079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1968081.375000 Penalty: 4725.920898
	Iteration 51Q: 3 clusters Score -1968081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1968084.750000 Penalty: 4725.920898
	Iteration 52Q: 3 clusters Score -1968085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1968082.500000 Penalty: 4725.920898
	Iteration 53Q: 3 clusters Score -1968082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1968087.250000 Penalty: 4725.920898
	Iteration 54Q: 3 clusters Score -1968087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1968087.875000 Penalty: 4725.920898
	Iteration 55Q: 3 clusters Score -1968088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1968087.625000 Penalty: 4725.920898
	Iteration 56Q: 3 clusters Score -1968088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1968086.875000 Penalty: 4725.920898
	Iteration 57Q: 3 clusters Score -1968087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1968086.375000 Penalty: 4725.920898
	Iteration 58Q: 3 clusters Score -1968086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1968087.875000 Penalty: 4725.920898
	Iteration 59Q: 3 clusters Score -1968088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1968086.750000 Penalty: 4725.920898
	Iteration 60F: 3 clusters Score -1968087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1968089.500000 Penalty: 4725.920898
	Iteration 61Q: 3 clusters Score -1968090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1968092.375000 Penalty: 4725.920898
	Iteration 62Q: 3 clusters Score -1968092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1968094.375000 Penalty: 4725.920898
	Iteration 63Q: 3 clusters Score -1968094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1968095.500000 Penalty: 4725.920898
	Iteration 64Q: 3 clusters Score -1968096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1968095.875000 Penalty: 4725.920898
	Iteration 65Q: 3 clusters Score -1968096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1968098.875000 Penalty: 4725.920898
	Iteration 66Q: 3 clusters Score -1968099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1968097.750000 Penalty: 4725.920898
	Iteration 67Q: 3 clusters Score -1968098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1968098.750000 Penalty: 4725.920898
	Iteration 68Q: 3 clusters Score -1968099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1968102.125000 Penalty: 4725.920898
	Iteration 69Q: 3 clusters Score -1968102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1968105.250000 Penalty: 4725.920898
	Iteration 70Q: 3 clusters Score -1968105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1968106.000000 Penalty: 4725.920898
	Iteration 71Q: 3 clusters Score -1968106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1968104.875000 Penalty: 4725.920898
	Iteration 72Q: 3 clusters Score -1968105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1968104.250000 Penalty: 4725.920898
	Iteration 73Q: 3 clusters Score -1968104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1968104.125000 Penalty: 4725.920898
	Iteration 74Q: 3 clusters Score -1968104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1968106.750000 Penalty: 4725.920898
	Iteration 75Q: 3 clusters Score -1968107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1968105.750000 Penalty: 4725.920898
	Iteration 76Q: 3 clusters Score -1968106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1968105.000000 Penalty: 4725.920898
	Iteration 77Q: 3 clusters Score -1968105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1968106.500000 Penalty: 4725.920898
	Iteration 78Q: 3 clusters Score -1968106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1968105.625000 Penalty: 4725.920898
	Iteration 79Q: 3 clusters Score -1968106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1968105.875000 Penalty: 4725.920898
	Iteration 80F: 3 clusters Score -1968106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -149997.796875 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -149997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147881.281250 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -147881.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148250.156250 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -148250.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148350.937500 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -148350.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -148425.125000 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -148425.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -148494.062500 Penalty: 3551.008789
	Iteration 4Q: 3 clusters Score -148494.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -148560.000000 Penalty: 3551.008789
	Iteration 5Q: 3 clusters Score -148560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -148603.531250 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -148603.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -148642.765625 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -148642.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -148672.187500 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -148672.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -148691.015625 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -148691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148719.937500 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -148719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148734.703125 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -148734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -148748.015625 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -148748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -148761.968750 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -148762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -148779.062500 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -148779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148792.125000 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -148792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148805.140625 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -148805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148806.750000 Penalty: 3551.008789
	Iteration 17Q: 3 clusters Score -148806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148809.234375 Penalty: 3551.008789
	Iteration 18Q: 3 clusters Score -148809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148814.765625 Penalty: 3551.008789
	Iteration 19Q: 3 clusters Score -148814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148821.859375 Penalty: 3551.008789
	Iteration 20F: 3 clusters Score -148821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148822.828125 Penalty: 3551.008789
	Iteration 21Q: 3 clusters Score -148822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -148823.093750 Penalty: 3551.008789
	Iteration 22Q: 3 clusters Score -148823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148825.265625 Penalty: 3551.008789
	Iteration 23Q: 3 clusters Score -148825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148826.484375 Penalty: 3551.008789
	Iteration 24Q: 3 clusters Score -148826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -148828.093750 Penalty: 3551.008789
	Iteration 25Q: 3 clusters Score -148828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -148831.546875 Penalty: 3551.008789
	Iteration 26Q: 3 clusters Score -148831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -148837.296875 Penalty: 3551.008789
	Iteration 27Q: 3 clusters Score -148837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -148841.734375 Penalty: 3551.008789
	Iteration 28Q: 3 clusters Score -148841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148847.765625 Penalty: 3551.008789
	Iteration 29Q: 3 clusters Score -148847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148854.125000 Penalty: 3551.008789
	Iteration 30Q: 3 clusters Score -148854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -148856.140625 Penalty: 3551.008789
	Iteration 31Q: 3 clusters Score -148856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -148858.171875 Penalty: 3551.008789
	Iteration 32Q: 3 clusters Score -148858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -148861.765625 Penalty: 3551.008789
	Iteration 33Q: 3 clusters Score -148861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -148867.328125 Penalty: 3551.008789
	Iteration 34Q: 3 clusters Score -148867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148873.078125 Penalty: 3551.008789
	Iteration 35Q: 3 clusters Score -148873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148877.625000 Penalty: 3551.008789
	Iteration 36Q: 3 clusters Score -148877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148881.781250 Penalty: 3551.008789
	Iteration 37Q: 3 clusters Score -148881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -148882.734375 Penalty: 3551.008789
	Iteration 38Q: 3 clusters Score -148882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148883.640625 Penalty: 3551.008789
	Iteration 39Q: 3 clusters Score -148883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -148884.703125 Penalty: 3551.008789
	Iteration 40F: 3 clusters Score -148884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148885.375000 Penalty: 3551.008789
	Iteration 41Q: 3 clusters Score -148885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148885.375000 Penalty: 3551.008789
	Iteration 42F: 3 clusters Score -148885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Entering Unmasked Estep 
Score: -1558538.125000 Penalty: 2298.123291
	Iteration 0F: 2 clusters Score -1558538 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 5262 members 
Entering Unmasked Estep 
Score: -1550442.125000 Penalty: 4596.246582
	Iteration 0F: 3 clusters Score -1550442 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1552799.000000 Penalty: 4596.246582
	Iteration 1F: 3 clusters Score -1552799 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1553090.500000 Penalty: 4596.246582
	Iteration 2F: 3 clusters Score -1553090 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1553331.875000 Penalty: 4596.246582
	Iteration 3F: 3 clusters Score -1553332 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1553533.875000 Penalty: 4596.246582
	Iteration 4Q: 3 clusters Score -1553534 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1553715.750000 Penalty: 4596.246582
	Iteration 5Q: 3 clusters Score -1553716 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1553883.625000 Penalty: 4596.246582
	Iteration 6Q: 3 clusters Score -1553884 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1554048.500000 Penalty: 4596.246582
	Iteration 7Q: 3 clusters Score -1554048 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1554180.000000 Penalty: 4596.246582
	Iteration 8Q: 3 clusters Score -1554180 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1554305.875000 Penalty: 4596.246582
	Iteration 9Q: 3 clusters Score -1554306 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1554456.500000 Penalty: 4596.246582
	Iteration 10Q: 3 clusters Score -1554456 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1554616.125000 Penalty: 4596.246582
	Iteration 11Q: 3 clusters Score -1554616 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1554790.000000 Penalty: 4596.246582
	Iteration 12Q: 3 clusters Score -1554790 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1554983.625000 Penalty: 4596.246582
	Iteration 13Q: 3 clusters Score -1554984 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1555162.375000 Penalty: 4596.246582
	Iteration 14Q: 3 clusters Score -1555162 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1555326.875000 Penalty: 4596.246582
	Iteration 15Q: 3 clusters Score -1555327 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1555483.250000 Penalty: 4596.246582
	Iteration 16Q: 3 clusters Score -1555483 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1555630.500000 Penalty: 4596.246582
	Iteration 17Q: 3 clusters Score -1555630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1555761.625000 Penalty: 4596.246582
	Iteration 18Q: 3 clusters Score -1555762 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1555884.500000 Penalty: 4596.246582
	Iteration 19Q: 3 clusters Score -1555884 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1555989.500000 Penalty: 4596.246582
	Iteration 20F: 3 clusters Score -1555990 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1556092.625000 Penalty: 4596.246582
	Iteration 21Q: 3 clusters Score -1556093 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1556177.875000 Penalty: 4596.246582
	Iteration 22Q: 3 clusters Score -1556178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1556236.250000 Penalty: 4596.246582
	Iteration 23Q: 3 clusters Score -1556236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1556272.750000 Penalty: 4596.246582
	Iteration 24Q: 3 clusters Score -1556273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1556305.750000 Penalty: 4596.246582
	Iteration 25Q: 3 clusters Score -1556306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1556327.375000 Penalty: 4596.246582
	Iteration 26Q: 3 clusters Score -1556327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1556350.000000 Penalty: 4596.246582
	Iteration 27Q: 3 clusters Score -1556350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1556368.625000 Penalty: 4596.246582
	Iteration 28Q: 3 clusters Score -1556369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1556378.500000 Penalty: 4596.246582
	Iteration 29Q: 3 clusters Score -1556378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1556392.750000 Penalty: 4596.246582
	Iteration 30Q: 3 clusters Score -1556393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1556399.750000 Penalty: 4596.246582
	Iteration 31Q: 3 clusters Score -1556400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1556419.375000 Penalty: 4596.246582
	Iteration 32Q: 3 clusters Score -1556419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1556438.875000 Penalty: 4596.246582
	Iteration 33Q: 3 clusters Score -1556439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1556449.875000 Penalty: 4596.246582
	Iteration 34Q: 3 clusters Score -1556450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1556460.500000 Penalty: 4596.246582
	Iteration 35Q: 3 clusters Score -1556460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1556472.250000 Penalty: 4596.246582
	Iteration 36Q: 3 clusters Score -1556472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1556479.375000 Penalty: 4596.246582
	Iteration 37Q: 3 clusters Score -1556479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1556484.625000 Penalty: 4596.246582
	Iteration 38Q: 3 clusters Score -1556485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1556488.375000 Penalty: 4596.246582
	Iteration 39Q: 3 clusters Score -1556488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1556495.750000 Penalty: 4596.246582
	Iteration 40F: 3 clusters Score -1556496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1556500.625000 Penalty: 4596.246582
	Iteration 41Q: 3 clusters Score -1556501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1556505.125000 Penalty: 4596.246582
	Iteration 42Q: 3 clusters Score -1556505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1556511.500000 Penalty: 4596.246582
	Iteration 43Q: 3 clusters Score -1556512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1556516.375000 Penalty: 4596.246582
	Iteration 44Q: 3 clusters Score -1556516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1556520.625000 Penalty: 4596.246582
	Iteration 45Q: 3 clusters Score -1556521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1556523.125000 Penalty: 4596.246582
	Iteration 46Q: 3 clusters Score -1556523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1556524.625000 Penalty: 4596.246582
	Iteration 47Q: 3 clusters Score -1556525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1556531.375000 Penalty: 4596.246582
	Iteration 48Q: 3 clusters Score -1556531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1556530.875000 Penalty: 4596.246582
	Iteration 49Q: 3 clusters Score -1556531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1556531.625000 Penalty: 4596.246582
	Iteration 50Q: 3 clusters Score -1556532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1556534.750000 Penalty: 4596.246582
	Iteration 51Q: 3 clusters Score -1556535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1556534.125000 Penalty: 4596.246582
	Iteration 52Q: 3 clusters Score -1556534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1556533.750000 Penalty: 4596.246582
	Iteration 53Q: 3 clusters Score -1556534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1556535.125000 Penalty: 4596.246582
	Iteration 54Q: 3 clusters Score -1556535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1556536.000000 Penalty: 4596.246582
	Iteration 55Q: 3 clusters Score -1556536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1556537.625000 Penalty: 4596.246582
	Iteration 56Q: 3 clusters Score -1556538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1556536.750000 Penalty: 4596.246582
	Iteration 57Q: 3 clusters Score -1556537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1556536.750000 Penalty: 4596.246582
	Iteration 58F: 3 clusters Score -1556537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -473009.625000 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -473009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -469588.500000 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -469588.5 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -470253.781250 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -470253.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -470400.593750 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -470400.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -470480.062500 Penalty: 4014.660400
	Iteration 3Q: 3 clusters Score -470480.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -470549.156250 Penalty: 4014.660400
	Iteration 4Q: 3 clusters Score -470549.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -470602.562500 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -470602.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -470657.625000 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -470657.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -470704.406250 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -470704.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -470748.375000 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -470748.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -470789.093750 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -470789.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -470833.375000 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -470833.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -470862.406250 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -470862.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -470887.531250 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -470887.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -470907.500000 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -470907.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -470924.750000 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -470924.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -470944.250000 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -470944.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -470968.625000 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -470968.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -470992.500000 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -470992.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -471025.906250 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -471025.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -471051.312500 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -471051.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -471074.281250 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -471074.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -471094.687500 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -471094.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -471115.187500 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -471115.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -471136.562500 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -471136.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -471159.500000 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -471159.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -471182.843750 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -471182.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -471197.656250 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -471197.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -471213.281250 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -471213.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -471224.562500 Penalty: 4014.660400
	Iteration 28Q: 3 clusters Score -471224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -471229.531250 Penalty: 4014.660400
	Iteration 29Q: 3 clusters Score -471229.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -471235.343750 Penalty: 4014.660400
	Iteration 30Q: 3 clusters Score -471235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -471241.625000 Penalty: 4014.660400
	Iteration 31Q: 3 clusters Score -471241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -471244.593750 Penalty: 4014.660400
	Iteration 32Q: 3 clusters Score -471244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -471249.500000 Penalty: 4014.660400
	Iteration 33Q: 3 clusters Score -471249.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -471255.687500 Penalty: 4014.660400
	Iteration 34Q: 3 clusters Score -471255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -471259.937500 Penalty: 4014.660400
	Iteration 35Q: 3 clusters Score -471259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -471265.968750 Penalty: 4014.660400
	Iteration 36Q: 3 clusters Score -471266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -471270.000000 Penalty: 4014.660400
	Iteration 37Q: 3 clusters Score -471270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -471273.812500 Penalty: 4014.660400
	Iteration 38Q: 3 clusters Score -471273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -471278.312500 Penalty: 4014.660400
	Iteration 39Q: 3 clusters Score -471278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -471280.312500 Penalty: 4014.660400
	Iteration 40F: 3 clusters Score -471280.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -471283.156250 Penalty: 4014.660400
	Iteration 41Q: 3 clusters Score -471283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -471285.218750 Penalty: 4014.660400
	Iteration 42Q: 3 clusters Score -471285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -471287.093750 Penalty: 4014.660400
	Iteration 43Q: 3 clusters Score -471287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -471289.437500 Penalty: 4014.660400
	Iteration 44Q: 3 clusters Score -471289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -471291.687500 Penalty: 4014.660400
	Iteration 45Q: 3 clusters Score -471291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -471295.312500 Penalty: 4014.660400
	Iteration 46Q: 3 clusters Score -471295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -471297.500000 Penalty: 4014.660400
	Iteration 47Q: 3 clusters Score -471297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -471298.343750 Penalty: 4014.660400
	Iteration 48Q: 3 clusters Score -471298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -471300.500000 Penalty: 4014.660400
	Iteration 49Q: 3 clusters Score -471300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -471300.843750 Penalty: 4014.660400
	Iteration 50Q: 3 clusters Score -471300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -471301.406250 Penalty: 4014.660400
	Iteration 51Q: 3 clusters Score -471301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -471302.250000 Penalty: 4014.660400
	Iteration 52Q: 3 clusters Score -471302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -471303.562500 Penalty: 4014.660400
	Iteration 53Q: 3 clusters Score -471303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -471303.875000 Penalty: 4014.660400
	Iteration 54Q: 3 clusters Score -471303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -471304.875000 Penalty: 4014.660400
	Iteration 55Q: 3 clusters Score -471304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -471305.906250 Penalty: 4014.660400
	Iteration 56Q: 3 clusters Score -471305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -471307.375000 Penalty: 4014.660400
	Iteration 57Q: 3 clusters Score -471307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -471307.625000 Penalty: 4014.660400
	Iteration 58Q: 3 clusters Score -471307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -471307.875000 Penalty: 4014.660400
	Iteration 59Q: 3 clusters Score -471307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -471309.437500 Penalty: 4014.660400
	Iteration 60F: 3 clusters Score -471309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -471311.187500 Penalty: 4014.660400
	Iteration 61Q: 3 clusters Score -471311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -471311.187500 Penalty: 4014.660400
	Iteration 62F: 3 clusters Score -471311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -323717.218750 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -323717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -320933.031250 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -320933 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -321421.031250 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -321421 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -321570.906250 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -321570.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -321676.031250 Penalty: 3818.222412
	Iteration 3F: 3 clusters Score -321676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -321783.468750 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -321783.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -321929.281250 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -321929.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322151.031250 Penalty: 3818.222412
	Iteration 6F: 3 clusters Score -322151 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -322432.218750 Penalty: 3818.222412
	Iteration 7F: 3 clusters Score -322432.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -322611.562500 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -322611.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -322756.906250 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -322756.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -322910.750000 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -322910.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -323013.281250 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -323013.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -323075.093750 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -323075.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -323105.937500 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -323105.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -323122.343750 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -323122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -323135.093750 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -323135.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -323145.625000 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -323145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -323154.281250 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -323154.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -323162.375000 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -323162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -323172.687500 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -323172.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -323180.468750 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -323180.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -323180.937500 Penalty: 3818.222412
	Iteration 21Q: 3 clusters Score -323180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -323182.875000 Penalty: 3818.222412
	Iteration 22Q: 3 clusters Score -323182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -323183.437500 Penalty: 3818.222412
	Iteration 23Q: 3 clusters Score -323183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -323183.687500 Penalty: 3818.222412
	Iteration 24Q: 3 clusters Score -323183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -323184.500000 Penalty: 3818.222412
	Iteration 25Q: 3 clusters Score -323184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -323184.500000 Penalty: 3818.222412
	Iteration 26F: 3 clusters Score -323184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -96854.000000 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -96854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95184.078125 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -95184.08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96340.429688 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -96340.43 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96848.078125 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -96848.08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97490.828125 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -97490.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97896.023438 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -97896.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -98138.109375 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -98138.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98199.117188 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -98199.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98219.109375 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -98219.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98229.632812 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -98229.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98236.109375 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -98236.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98236.109375 Penalty: 3399.236328
	Iteration 10F: 3 clusters Score -98236.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 13239 members 
Mstep: Class 4 contains 195412 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 152016 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 61291 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 25151 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 10720 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 18 contains 1286 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3958 members 
Mstep: Class 27 contains 10735 members 
Mstep: Class 28 contains 26086 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
Score: -95488192.000000 Penalty: 103035.093750
Splitting cluster 22 changes total score from -95478232.000000 to -95488192.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -519524.156250 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -519524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -515871.312500 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -515871.3 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -516639.593750 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -516639.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -516818.875000 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -516818.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -516908.687500 Penalty: 4061.313965
	Iteration 3Q: 3 clusters Score -516908.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -516973.875000 Penalty: 4061.313965
	Iteration 4Q: 3 clusters Score -516973.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -517023.906250 Penalty: 4061.313965
	Iteration 5Q: 3 clusters Score -517023.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -517068.750000 Penalty: 4061.313965
	Iteration 6Q: 3 clusters Score -517068.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -517111.531250 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -517111.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -517154.375000 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -517154.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -517191.156250 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -517191.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -517232.937500 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -517232.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -517263.750000 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -517263.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -517291.468750 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -517291.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -517314.437500 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -517314.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -517338.593750 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -517338.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -517353.531250 Penalty: 4061.313965
	Iteration 15Q: 3 clusters Score -517353.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -517366.843750 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -517366.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -517376.593750 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -517376.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -517388.500000 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -517388.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -517397.937500 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -517397.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -517408.656250 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -517408.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -517419.531250 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -517419.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -517428.062500 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -517428.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -517436.343750 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -517436.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -517447.843750 Penalty: 4061.313965
	Iteration 24Q: 3 clusters Score -517447.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -517458.250000 Penalty: 4061.313965
	Iteration 25Q: 3 clusters Score -517458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -517464.500000 Penalty: 4061.313965
	Iteration 26Q: 3 clusters Score -517464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -517474.343750 Penalty: 4061.313965
	Iteration 27Q: 3 clusters Score -517474.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -517483.531250 Penalty: 4061.313965
	Iteration 28Q: 3 clusters Score -517483.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -517489.593750 Penalty: 4061.313965
	Iteration 29Q: 3 clusters Score -517489.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -517500.906250 Penalty: 4061.313965
	Iteration 30Q: 3 clusters Score -517500.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -517510.218750 Penalty: 4061.313965
	Iteration 31Q: 3 clusters Score -517510.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -517521.312500 Penalty: 4061.313965
	Iteration 32Q: 3 clusters Score -517521.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -517530.062500 Penalty: 4061.313965
	Iteration 33Q: 3 clusters Score -517530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -517538.625000 Penalty: 4061.313965
	Iteration 34Q: 3 clusters Score -517538.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -517551.000000 Penalty: 4061.313965
	Iteration 35Q: 3 clusters Score -517551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -517563.687500 Penalty: 4061.313965
	Iteration 36Q: 3 clusters Score -517563.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -517576.875000 Penalty: 4061.313965
	Iteration 37Q: 3 clusters Score -517576.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -517596.656250 Penalty: 4061.313965
	Iteration 38Q: 3 clusters Score -517596.7 nChanged 32
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: -517611.125000 Penalty: 4061.313965
	Iteration 39Q: 3 clusters Score -517611.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -517628.250000 Penalty: 4061.313965
	Iteration 40F: 3 clusters Score -517628.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -517648.562500 Penalty: 4061.313965
	Iteration 41Q: 3 clusters Score -517648.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -517671.031250 Penalty: 4061.313965
	Iteration 42Q: 3 clusters Score -517671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -517700.437500 Penalty: 4061.313965
	Iteration 43Q: 3 clusters Score -517700.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -517727.937500 Penalty: 4061.313965
	Iteration 44Q: 3 clusters Score -517727.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -517761.875000 Penalty: 4061.313965
	Iteration 45Q: 3 clusters Score -517761.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -517792.843750 Penalty: 4061.313965
	Iteration 46Q: 3 clusters Score -517792.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -517824.531250 Penalty: 4061.313965
	Iteration 47Q: 3 clusters Score -517824.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -517860.187500 Penalty: 4061.313965
	Iteration 48Q: 3 clusters Score -517860.2 nChanged 66
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: -517906.562500 Penalty: 4061.313965
	Iteration 49Q: 3 clusters Score -517906.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -517955.781250 Penalty: 4061.313965
	Iteration 50Q: 3 clusters Score -517955.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -518009.937500 Penalty: 4061.313965
	Iteration 51Q: 3 clusters Score -518009.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -518065.531250 Penalty: 4061.313965
	Iteration 52Q: 3 clusters Score -518065.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -518129.125000 Penalty: 4061.313965
	Iteration 53Q: 3 clusters Score -518129.1 nChanged 59
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: -518179.468750 Penalty: 4061.313965
	Iteration 54Q: 3 clusters Score -518179.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -518219.562500 Penalty: 4061.313965
	Iteration 55Q: 3 clusters Score -518219.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -518252.312500 Penalty: 4061.313965
	Iteration 56Q: 3 clusters Score -518252.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -518269.750000 Penalty: 4061.313965
	Iteration 57Q: 3 clusters Score -518269.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -518288.375000 Penalty: 4061.313965
	Iteration 58Q: 3 clusters Score -518288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -518303.343750 Penalty: 4061.313965
	Iteration 59Q: 3 clusters Score -518303.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -518315.406250 Penalty: 4061.313965
	Iteration 60F: 3 clusters Score -518315.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -518331.281250 Penalty: 4061.313965
	Iteration 61Q: 3 clusters Score -518331.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -518344.625000 Penalty: 4061.313965
	Iteration 62Q: 3 clusters Score -518344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -518353.875000 Penalty: 4061.313965
	Iteration 63Q: 3 clusters Score -518353.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -518365.093750 Penalty: 4061.313965
	Iteration 64Q: 3 clusters Score -518365.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -518374.812500 Penalty: 4061.313965
	Iteration 65Q: 3 clusters Score -518374.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -518389.500000 Penalty: 4061.313965
	Iteration 66Q: 3 clusters Score -518389.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -518413.718750 Penalty: 4061.313965
	Iteration 67Q: 3 clusters Score -518413.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -518441.156250 Penalty: 4061.313965
	Iteration 68Q: 3 clusters Score -518441.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -518479.500000 Penalty: 4061.313965
	Iteration 69Q: 3 clusters Score -518479.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -518542.718750 Penalty: 4061.313965
	Iteration 70Q: 3 clusters Score -518542.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -518621.687500 Penalty: 4061.313965
	Iteration 71Q: 3 clusters Score -518621.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -518744.156250 Penalty: 4061.313965
	Iteration 72Q: 3 clusters Score -518744.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -518878.468750 Penalty: 4061.313965
	Iteration 73Q: 3 clusters Score -518878.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -518969.750000 Penalty: 4061.313965
	Iteration 74Q: 3 clusters Score -518969.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -519009.781250 Penalty: 4061.313965
	Iteration 75Q: 3 clusters Score -519009.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -519023.281250 Penalty: 4061.313965
	Iteration 76Q: 3 clusters Score -519023.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -519034.468750 Penalty: 4061.313965
	Iteration 77Q: 3 clusters Score -519034.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -519040.718750 Penalty: 4061.313965
	Iteration 78Q: 3 clusters Score -519040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -519042.062500 Penalty: 4061.313965
	Iteration 79Q: 3 clusters Score -519042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -519044.000000 Penalty: 4061.313965
	Iteration 80F: 3 clusters Score -519044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -42386.257812 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -42386.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41200.421875 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -41200.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41386.109375 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -41386.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41427.828125 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -41427.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41443.746094 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -41443.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41450.515625 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -41450.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41457.371094 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -41457.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41457.371094 Penalty: 2870.301025
	Iteration 6F: 3 clusters Score -41457.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -357244.750000 Penalty: 1938.071289
	Iteration 0F: 2 clusters Score -357244.8 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 1249 members 
Entering Unmasked Estep 
Score: -354262.281250 Penalty: 3876.142578
	Iteration 0F: 3 clusters Score -354262.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -354772.625000 Penalty: 3876.142578
	Iteration 1F: 3 clusters Score -354772.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -354916.343750 Penalty: 3876.142578
	Iteration 2F: 3 clusters Score -354916.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -355009.968750 Penalty: 3876.142578
	Iteration 3F: 3 clusters Score -355010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -355067.625000 Penalty: 3876.142578
	Iteration 4Q: 3 clusters Score -355067.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -355107.750000 Penalty: 3876.142578
	Iteration 5Q: 3 clusters Score -355107.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -355139.093750 Penalty: 3876.142578
	Iteration 6Q: 3 clusters Score -355139.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -355161.812500 Penalty: 3876.142578
	Iteration 7Q: 3 clusters Score -355161.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -355177.312500 Penalty: 3876.142578
	Iteration 8Q: 3 clusters Score -355177.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -355192.750000 Penalty: 3876.142578
	Iteration 9Q: 3 clusters Score -355192.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -355198.187500 Penalty: 3876.142578
	Iteration 10Q: 3 clusters Score -355198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -355202.750000 Penalty: 3876.142578
	Iteration 11Q: 3 clusters Score -355202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -355209.812500 Penalty: 3876.142578
	Iteration 12Q: 3 clusters Score -355209.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -355221.125000 Penalty: 3876.142578
	Iteration 13Q: 3 clusters Score -355221.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -355232.531250 Penalty: 3876.142578
	Iteration 14Q: 3 clusters Score -355232.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -355245.156250 Penalty: 3876.142578
	Iteration 15Q: 3 clusters Score -355245.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -355257.531250 Penalty: 3876.142578
	Iteration 16Q: 3 clusters Score -355257.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -355267.093750 Penalty: 3876.142578
	Iteration 17Q: 3 clusters Score -355267.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -355276.843750 Penalty: 3876.142578
	Iteration 18Q: 3 clusters Score -355276.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -355284.750000 Penalty: 3876.142578
	Iteration 19Q: 3 clusters Score -355284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -355293.812500 Penalty: 3876.142578
	Iteration 20F: 3 clusters Score -355293.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -355300.343750 Penalty: 3876.142578
	Iteration 21Q: 3 clusters Score -355300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -355303.250000 Penalty: 3876.142578
	Iteration 22Q: 3 clusters Score -355303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -355304.187500 Penalty: 3876.142578
	Iteration 23Q: 3 clusters Score -355304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -355305.156250 Penalty: 3876.142578
	Iteration 24Q: 3 clusters Score -355305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -355305.812500 Penalty: 3876.142578
	Iteration 25Q: 3 clusters Score -355305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -355305.812500 Penalty: 3876.142578
	Iteration 26F: 3 clusters Score -355305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -572276.375000 Penalty: 2054.306396
	Iteration 0F: 2 clusters Score -572276.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -568434.937500 Penalty: 4108.612793
	Iteration 0F: 3 clusters Score -568434.9 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -569339.500000 Penalty: 4108.612793
	Iteration 1F: 3 clusters Score -569339.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -569546.562500 Penalty: 4108.612793
	Iteration 2F: 3 clusters Score -569546.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -569658.250000 Penalty: 4108.612793
	Iteration 3Q: 3 clusters Score -569658.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -569748.062500 Penalty: 4108.612793
	Iteration 4Q: 3 clusters Score -569748.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -569843.437500 Penalty: 4108.612793
	Iteration 5Q: 3 clusters Score -569843.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -569956.875000 Penalty: 4108.612793
	Iteration 6Q: 3 clusters Score -569956.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -570089.687500 Penalty: 4108.612793
	Iteration 7Q: 3 clusters Score -570089.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -570248.750000 Penalty: 4108.612793
	Iteration 8Q: 3 clusters Score -570248.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -570387.062500 Penalty: 4108.612793
	Iteration 9Q: 3 clusters Score -570387.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -570497.500000 Penalty: 4108.612793
	Iteration 10Q: 3 clusters Score -570497.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -570573.375000 Penalty: 4108.612793
	Iteration 11Q: 3 clusters Score -570573.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -570643.000000 Penalty: 4108.612793
	Iteration 12Q: 3 clusters Score -570643 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -570698.500000 Penalty: 4108.612793
	Iteration 13Q: 3 clusters Score -570698.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -570750.250000 Penalty: 4108.612793
	Iteration 14Q: 3 clusters Score -570750.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -570783.687500 Penalty: 4108.612793
	Iteration 15Q: 3 clusters Score -570783.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -570807.562500 Penalty: 4108.612793
	Iteration 16Q: 3 clusters Score -570807.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -570822.625000 Penalty: 4108.612793
	Iteration 17Q: 3 clusters Score -570822.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -570837.125000 Penalty: 4108.612793
	Iteration 18Q: 3 clusters Score -570837.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -570846.562500 Penalty: 4108.612793
	Iteration 19Q: 3 clusters Score -570846.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -570856.125000 Penalty: 4108.612793
	Iteration 20F: 3 clusters Score -570856.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -570865.125000 Penalty: 4108.612793
	Iteration 21Q: 3 clusters Score -570865.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -570875.187500 Penalty: 4108.612793
	Iteration 22Q: 3 clusters Score -570875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -570883.937500 Penalty: 4108.612793
	Iteration 23Q: 3 clusters Score -570883.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -570891.250000 Penalty: 4108.612793
	Iteration 24Q: 3 clusters Score -570891.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -570897.750000 Penalty: 4108.612793
	Iteration 25Q: 3 clusters Score -570897.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -570903.375000 Penalty: 4108.612793
	Iteration 26Q: 3 clusters Score -570903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -570908.687500 Penalty: 4108.612793
	Iteration 27Q: 3 clusters Score -570908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -570911.062500 Penalty: 4108.612793
	Iteration 28Q: 3 clusters Score -570911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -570918.187500 Penalty: 4108.612793
	Iteration 29Q: 3 clusters Score -570918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -570923.250000 Penalty: 4108.612793
	Iteration 30Q: 3 clusters Score -570923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -570928.625000 Penalty: 4108.612793
	Iteration 31Q: 3 clusters Score -570928.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -570929.687500 Penalty: 4108.612793
	Iteration 32Q: 3 clusters Score -570929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -570932.250000 Penalty: 4108.612793
	Iteration 33Q: 3 clusters Score -570932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -570932.812500 Penalty: 4108.612793
	Iteration 34Q: 3 clusters Score -570932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -570938.750000 Penalty: 4108.612793
	Iteration 35Q: 3 clusters Score -570938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -570942.937500 Penalty: 4108.612793
	Iteration 36Q: 3 clusters Score -570942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -570946.500000 Penalty: 4108.612793
	Iteration 37Q: 3 clusters Score -570946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -570949.000000 Penalty: 4108.612793
	Iteration 38Q: 3 clusters Score -570949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -570951.687500 Penalty: 4108.612793
	Iteration 39Q: 3 clusters Score -570951.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -570952.250000 Penalty: 4108.612793
	Iteration 40F: 3 clusters Score -570952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -570953.937500 Penalty: 4108.612793
	Iteration 41Q: 3 clusters Score -570953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -570954.187500 Penalty: 4108.612793
	Iteration 42Q: 3 clusters Score -570954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -570955.250000 Penalty: 4108.612793
	Iteration 43Q: 3 clusters Score -570955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -570956.500000 Penalty: 4108.612793
	Iteration 44Q: 3 clusters Score -570956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -570957.562500 Penalty: 4108.612793
	Iteration 45Q: 3 clusters Score -570957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -570957.875000 Penalty: 4108.612793
	Iteration 46Q: 3 clusters Score -570957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -570957.875000 Penalty: 4108.612793
	Iteration 47F: 3 clusters Score -570957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Entering Unmasked Estep 
Score: -1350367.875000 Penalty: 2301.753662
	Iteration 0F: 2 clusters Score -1350368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1342239.250000 Penalty: 4603.507324
	Iteration 0F: 3 clusters Score -1342239 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1344816.125000 Penalty: 4603.507324
	Iteration 1F: 3 clusters Score -1344816 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1345371.125000 Penalty: 4603.507324
	Iteration 2F: 3 clusters Score -1345371 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1345922.375000 Penalty: 4603.507324
	Iteration 3F: 3 clusters Score -1345922 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1346399.250000 Penalty: 4603.507324
	Iteration 4F: 3 clusters Score -1346399 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1346785.625000 Penalty: 4603.507324
	Iteration 5F: 3 clusters Score -1346786 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1347089.500000 Penalty: 4603.507324
	Iteration 6Q: 3 clusters Score -1347090 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1347286.750000 Penalty: 4603.507324
	Iteration 7Q: 3 clusters Score -1347287 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1347431.250000 Penalty: 4603.507324
	Iteration 8Q: 3 clusters Score -1347431 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1347542.375000 Penalty: 4603.507324
	Iteration 9Q: 3 clusters Score -1347542 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1347622.375000 Penalty: 4603.507324
	Iteration 10Q: 3 clusters Score -1347622 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1347677.250000 Penalty: 4603.507324
	Iteration 11Q: 3 clusters Score -1347677 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1347702.625000 Penalty: 4603.507324
	Iteration 12Q: 3 clusters Score -1347703 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1347727.625000 Penalty: 4603.507324
	Iteration 13Q: 3 clusters Score -1347728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1347748.500000 Penalty: 4603.507324
	Iteration 14Q: 3 clusters Score -1347748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1347762.250000 Penalty: 4603.507324
	Iteration 15Q: 3 clusters Score -1347762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1347780.875000 Penalty: 4603.507324
	Iteration 16Q: 3 clusters Score -1347781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1347791.000000 Penalty: 4603.507324
	Iteration 17Q: 3 clusters Score -1347791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1347797.750000 Penalty: 4603.507324
	Iteration 18Q: 3 clusters Score -1347798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1347807.500000 Penalty: 4603.507324
	Iteration 19Q: 3 clusters Score -1347808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1347810.750000 Penalty: 4603.507324
	Iteration 20F: 3 clusters Score -1347811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1347815.125000 Penalty: 4603.507324
	Iteration 21Q: 3 clusters Score -1347815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1347818.000000 Penalty: 4603.507324
	Iteration 22Q: 3 clusters Score -1347818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1347821.250000 Penalty: 4603.507324
	Iteration 23Q: 3 clusters Score -1347821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1347827.875000 Penalty: 4603.507324
	Iteration 24Q: 3 clusters Score -1347828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1347833.000000 Penalty: 4603.507324
	Iteration 25Q: 3 clusters Score -1347833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1347834.750000 Penalty: 4603.507324
	Iteration 26Q: 3 clusters Score -1347835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1347840.625000 Penalty: 4603.507324
	Iteration 27Q: 3 clusters Score -1347841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1347844.125000 Penalty: 4603.507324
	Iteration 28Q: 3 clusters Score -1347844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1347848.000000 Penalty: 4603.507324
	Iteration 29Q: 3 clusters Score -1347848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1347848.625000 Penalty: 4603.507324
	Iteration 30Q: 3 clusters Score -1347849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1347845.875000 Penalty: 4603.507324
	Iteration 31Q: 3 clusters Score -1347846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1347852.625000 Penalty: 4603.507324
	Iteration 32Q: 3 clusters Score -1347853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1347850.625000 Penalty: 4603.507324
	Iteration 33Q: 3 clusters Score -1347851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1347852.375000 Penalty: 4603.507324
	Iteration 34Q: 3 clusters Score -1347852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1347853.125000 Penalty: 4603.507324
	Iteration 35Q: 3 clusters Score -1347853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1347854.750000 Penalty: 4603.507324
	Iteration 36Q: 3 clusters Score -1347855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1347855.000000 Penalty: 4603.507324
	Iteration 37Q: 3 clusters Score -1347855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1347855.750000 Penalty: 4603.507324
	Iteration 38Q: 3 clusters Score -1347856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1347861.375000 Penalty: 4603.507324
	Iteration 39Q: 3 clusters Score -1347861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1347864.125000 Penalty: 4603.507324
	Iteration 40F: 3 clusters Score -1347864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1347865.250000 Penalty: 4603.507324
	Iteration 41Q: 3 clusters Score -1347865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1347868.375000 Penalty: 4603.507324
	Iteration 42Q: 3 clusters Score -1347868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1347871.125000 Penalty: 4603.507324
	Iteration 43Q: 3 clusters Score -1347871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1347871.750000 Penalty: 4603.507324
	Iteration 44Q: 3 clusters Score -1347872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1347878.500000 Penalty: 4603.507324
	Iteration 45Q: 3 clusters Score -1347878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1347874.875000 Penalty: 4603.507324
	Iteration 46Q: 3 clusters Score -1347875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1347875.500000 Penalty: 4603.507324
	Iteration 47Q: 3 clusters Score -1347876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1347878.375000 Penalty: 4603.507324
	Iteration 48Q: 3 clusters Score -1347878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1347876.500000 Penalty: 4603.507324
	Iteration 49Q: 3 clusters Score -1347876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1347879.000000 Penalty: 4603.507324
	Iteration 50Q: 3 clusters Score -1347879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1347875.500000 Penalty: 4603.507324
	Iteration 51Q: 3 clusters Score -1347876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1347878.000000 Penalty: 4603.507324
	Iteration 52Q: 3 clusters Score -1347878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1347880.500000 Penalty: 4603.507324
	Iteration 53Q: 3 clusters Score -1347880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1347881.500000 Penalty: 4603.507324
	Iteration 54Q: 3 clusters Score -1347882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1347888.125000 Penalty: 4603.507324
	Iteration 55Q: 3 clusters Score -1347888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1347887.750000 Penalty: 4603.507324
	Iteration 56Q: 3 clusters Score -1347888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1347890.000000 Penalty: 4603.507324
	Iteration 57Q: 3 clusters Score -1347890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1347894.750000 Penalty: 4603.507324
	Iteration 58Q: 3 clusters Score -1347895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1347897.875000 Penalty: 4603.507324
	Iteration 59Q: 3 clusters Score -1347898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1347900.875000 Penalty: 4603.507324
	Iteration 60F: 3 clusters Score -1347901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1347903.250000 Penalty: 4603.507324
	Iteration 61Q: 3 clusters Score -1347903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1347907.625000 Penalty: 4603.507324
	Iteration 62Q: 3 clusters Score -1347908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1347908.500000 Penalty: 4603.507324
	Iteration 63Q: 3 clusters Score -1347908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1347909.500000 Penalty: 4603.507324
	Iteration 64Q: 3 clusters Score -1347910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1347912.125000 Penalty: 4603.507324
	Iteration 65Q: 3 clusters Score -1347912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1347911.500000 Penalty: 4603.507324
	Iteration 66Q: 3 clusters Score -1347912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1347919.250000 Penalty: 4603.507324
	Iteration 67Q: 3 clusters Score -1347919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1347919.875000 Penalty: 4603.507324
	Iteration 68Q: 3 clusters Score -1347920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1347921.000000 Penalty: 4603.507324
	Iteration 69Q: 3 clusters Score -1347921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1347920.750000 Penalty: 4603.507324
	Iteration 70Q: 3 clusters Score -1347921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1347922.500000 Penalty: 4603.507324
	Iteration 71Q: 3 clusters Score -1347922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1347922.625000 Penalty: 4603.507324
	Iteration 72Q: 3 clusters Score -1347923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1347920.500000 Penalty: 4603.507324
	Iteration 73Q: 3 clusters Score -1347920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1347922.625000 Penalty: 4603.507324
	Iteration 74Q: 3 clusters Score -1347923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1347920.875000 Penalty: 4603.507324
	Iteration 75Q: 3 clusters Score -1347921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1347922.250000 Penalty: 4603.507324
	Iteration 76Q: 3 clusters Score -1347922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1347923.125000 Penalty: 4603.507324
	Iteration 77Q: 3 clusters Score -1347923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1347923.000000 Penalty: 4603.507324
	Iteration 78Q: 3 clusters Score -1347923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1347924.500000 Penalty: 4603.507324
	Iteration 79Q: 3 clusters Score -1347924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1347924.500000 Penalty: 4603.507324
	Iteration 80F: 3 clusters Score -1347924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1347923.875000 Penalty: 4603.507324
	Iteration 81Q: 3 clusters Score -1347924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1347928.625000 Penalty: 4603.507324
	Iteration 82Q: 3 clusters Score -1347929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1347927.375000 Penalty: 4603.507324
	Iteration 83Q: 3 clusters Score -1347927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1347928.625000 Penalty: 4603.507324
	Iteration 84Q: 3 clusters Score -1347929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1347928.000000 Penalty: 4603.507324
	Iteration 85Q: 3 clusters Score -1347928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1347929.625000 Penalty: 4603.507324
	Iteration 86Q: 3 clusters Score -1347930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1347932.750000 Penalty: 4603.507324
	Iteration 87Q: 3 clusters Score -1347933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1347938.125000 Penalty: 4603.507324
	Iteration 88Q: 3 clusters Score -1347938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1347936.125000 Penalty: 4603.507324
	Iteration 89Q: 3 clusters Score -1347936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1347939.375000 Penalty: 4603.507324
	Iteration 90Q: 3 clusters Score -1347939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1347939.625000 Penalty: 4603.507324
	Iteration 91Q: 3 clusters Score -1347940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1347941.750000 Penalty: 4603.507324
	Iteration 92Q: 3 clusters Score -1347942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1347950.875000 Penalty: 4603.507324
	Iteration 93Q: 3 clusters Score -1347951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1347949.625000 Penalty: 4603.507324
	Iteration 94Q: 3 clusters Score -1347950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1347951.250000 Penalty: 4603.507324
	Iteration 95Q: 3 clusters Score -1347951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1347951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1347951.250000 Penalty: 4603.507324
	Iteration 97Q: 3 clusters Score -1347951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1347950.875000 Penalty: 4603.507324
	Iteration 98Q: 3 clusters Score -1347951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1347950.125000 Penalty: 4603.507324
	Iteration 99Q: 3 clusters Score -1347950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1347951.625000 Penalty: 4603.507324
	Iteration 100F: 3 clusters Score -1347952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1347952.000000 Penalty: 4603.507324
	Iteration 101Q: 3 clusters Score -1347952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1347952.000000 Penalty: 4603.507324
	Iteration 102F: 3 clusters Score -1347952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Entering Unmasked Estep 
Score: -3641273.000000 Penalty: 2521.950195
	Iteration 0F: 2 clusters Score -3641273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3623216.500000 Penalty: 5043.900391
	Iteration 0F: 3 clusters Score -3623216 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3629550.750000 Penalty: 5043.900391
	Iteration 1F: 3 clusters Score -3629551 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3630101.250000 Penalty: 5043.900391
	Iteration 2F: 3 clusters Score -3630101 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3630750.500000 Penalty: 5043.900391
	Iteration 3F: 3 clusters Score -3630750 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3631509.750000 Penalty: 5043.900391
	Iteration 4F: 3 clusters Score -3631510 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3632413.750000 Penalty: 5043.900391
	Iteration 5F: 3 clusters Score -3632414 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3633366.500000 Penalty: 5043.900391
	Iteration 6F: 3 clusters Score -3633366 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3634296.750000 Penalty: 5043.900391
	Iteration 7F: 3 clusters Score -3634297 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3635241.000000 Penalty: 5043.900391
	Iteration 8F: 3 clusters Score -3635241 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3636077.250000 Penalty: 5043.900391
	Iteration 9Q: 3 clusters Score -3636077 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3636810.250000 Penalty: 5043.900391
	Iteration 10Q: 3 clusters Score -3636810 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3637428.000000 Penalty: 5043.900391
	Iteration 11Q: 3 clusters Score -3637428 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3637885.000000 Penalty: 5043.900391
	Iteration 12Q: 3 clusters Score -3637885 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3638182.500000 Penalty: 5043.900391
	Iteration 13Q: 3 clusters Score -3638182 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3638394.500000 Penalty: 5043.900391
	Iteration 14Q: 3 clusters Score -3638394 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3638518.750000 Penalty: 5043.900391
	Iteration 15Q: 3 clusters Score -3638519 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3638607.750000 Penalty: 5043.900391
	Iteration 16Q: 3 clusters Score -3638608 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3638715.500000 Penalty: 5043.900391
	Iteration 17Q: 3 clusters Score -3638716 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3638791.250000 Penalty: 5043.900391
	Iteration 18Q: 3 clusters Score -3638791 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3638850.500000 Penalty: 5043.900391
	Iteration 19Q: 3 clusters Score -3638850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3638906.500000 Penalty: 5043.900391
	Iteration 20F: 3 clusters Score -3638906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3638965.250000 Penalty: 5043.900391
	Iteration 21Q: 3 clusters Score -3638965 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3639009.500000 Penalty: 5043.900391
	Iteration 22Q: 3 clusters Score -3639010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3639052.250000 Penalty: 5043.900391
	Iteration 23Q: 3 clusters Score -3639052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3639094.500000 Penalty: 5043.900391
	Iteration 24Q: 3 clusters Score -3639094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3639133.250000 Penalty: 5043.900391
	Iteration 25Q: 3 clusters Score -3639133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3639161.500000 Penalty: 5043.900391
	Iteration 26Q: 3 clusters Score -3639162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3639200.250000 Penalty: 5043.900391
	Iteration 27Q: 3 clusters Score -3639200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3639231.750000 Penalty: 5043.900391
	Iteration 28Q: 3 clusters Score -3639232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3639269.750000 Penalty: 5043.900391
	Iteration 29Q: 3 clusters Score -3639270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3639299.500000 Penalty: 5043.900391
	Iteration 30Q: 3 clusters Score -3639300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3639327.750000 Penalty: 5043.900391
	Iteration 31Q: 3 clusters Score -3639328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3639343.750000 Penalty: 5043.900391
	Iteration 32Q: 3 clusters Score -3639344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3639359.500000 Penalty: 5043.900391
	Iteration 33Q: 3 clusters Score -3639360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3639368.250000 Penalty: 5043.900391
	Iteration 34Q: 3 clusters Score -3639368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3639368.000000 Penalty: 5043.900391
	Iteration 35Q: 3 clusters Score -3639368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3639377.250000 Penalty: 5043.900391
	Iteration 36Q: 3 clusters Score -3639377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3639380.750000 Penalty: 5043.900391
	Iteration 37Q: 3 clusters Score -3639381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3639375.750000 Penalty: 5043.900391
	Iteration 38Q: 3 clusters Score -3639376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3639382.250000 Penalty: 5043.900391
	Iteration 39Q: 3 clusters Score -3639382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3639383.750000 Penalty: 5043.900391
	Iteration 40F: 3 clusters Score -3639384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3639386.250000 Penalty: 5043.900391
	Iteration 41Q: 3 clusters Score -3639386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3639389.500000 Penalty: 5043.900391
	Iteration 42Q: 3 clusters Score -3639390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3639395.500000 Penalty: 5043.900391
	Iteration 43Q: 3 clusters Score -3639396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3639393.000000 Penalty: 5043.900391
	Iteration 44Q: 3 clusters Score -3639393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3639397.250000 Penalty: 5043.900391
	Iteration 45Q: 3 clusters Score -3639397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3639396.500000 Penalty: 5043.900391
	Iteration 46Q: 3 clusters Score -3639396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3639403.250000 Penalty: 5043.900391
	Iteration 47Q: 3 clusters Score -3639403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3639407.250000 Penalty: 5043.900391
	Iteration 48Q: 3 clusters Score -3639407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3639404.250000 Penalty: 5043.900391
	Iteration 49Q: 3 clusters Score -3639404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3639404.000000 Penalty: 5043.900391
	Iteration 50Q: 3 clusters Score -3639404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3639410.500000 Penalty: 5043.900391
	Iteration 51Q: 3 clusters Score -3639410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3639409.250000 Penalty: 5043.900391
	Iteration 52Q: 3 clusters Score -3639409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3639407.250000 Penalty: 5043.900391
	Iteration 53Q: 3 clusters Score -3639407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3639405.250000 Penalty: 5043.900391
	Iteration 54Q: 3 clusters Score -3639405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3639409.250000 Penalty: 5043.900391
	Iteration 55Q: 3 clusters Score -3639409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3639411.250000 Penalty: 5043.900391
	Iteration 56Q: 3 clusters Score -3639411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3639410.250000 Penalty: 5043.900391
	Iteration 57Q: 3 clusters Score -3639410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3639417.500000 Penalty: 5043.900391
	Iteration 58Q: 3 clusters Score -3639418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3639417.750000 Penalty: 5043.900391
	Iteration 59Q: 3 clusters Score -3639418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3639420.250000 Penalty: 5043.900391
	Iteration 60F: 3 clusters Score -3639420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3639418.250000 Penalty: 5043.900391
	Iteration 61Q: 3 clusters Score -3639418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3639415.250000 Penalty: 5043.900391
	Iteration 62Q: 3 clusters Score -3639415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3639415.250000 Penalty: 5043.900391
	Iteration 63Q: 3 clusters Score -3639415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3639418.500000 Penalty: 5043.900391
	Iteration 64Q: 3 clusters Score -3639418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3639423.500000 Penalty: 5043.900391
	Iteration 65Q: 3 clusters Score -3639424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3639424.750000 Penalty: 5043.900391
	Iteration 66Q: 3 clusters Score -3639425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3639432.250000 Penalty: 5043.900391
	Iteration 67Q: 3 clusters Score -3639432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3639434.500000 Penalty: 5043.900391
	Iteration 68Q: 3 clusters Score -3639434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3639439.750000 Penalty: 5043.900391
	Iteration 69Q: 3 clusters Score -3639440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3639435.250000 Penalty: 5043.900391
	Iteration 70Q: 3 clusters Score -3639435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3639449.500000 Penalty: 5043.900391
	Iteration 71Q: 3 clusters Score -3639450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3639448.500000 Penalty: 5043.900391
	Iteration 72Q: 3 clusters Score -3639448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3639452.500000 Penalty: 5043.900391
	Iteration 73Q: 3 clusters Score -3639452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3639450.000000 Penalty: 5043.900391
	Iteration 74Q: 3 clusters Score -3639450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3639450.000000 Penalty: 5043.900391
	Iteration 75F: 3 clusters Score -3639450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 13239 members 
Mstep: Class 4 contains 195412 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 152016 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 61291 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 25151 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 10720 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 18 contains 1286 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 3958 members 
Mstep: Class 27 contains 10735 members 
Mstep: Class 28 contains 26086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488936.000000 Penalty: 103035.093750
Iteration 79Q: 32 clusters Score -9.548894e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50634 members 
Mstep: Class 3 contains 13233 members 
Mstep: Class 4 contains 195332 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152070 members 
Mstep: Class 8 contains 11775 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 61373 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 25107 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 10728 members 
Mstep: Class 16 contains 33946 members 
Mstep: Class 17 contains 13737 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 3266 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 3601 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 10798 members 
Mstep: Class 28 contains 26042 members 
Mstep: Class 29 contains 1324 members 
Mstep: Class 30 contains 439 members 
Mstep: Class 31 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489688.000000 Penalty: 103035.093750
Iteration 80F: 32 clusters Score -9.548969e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 50576 members 
Mstep: Class 3 contains 13223 members 
Mstep: Class 4 contains 195254 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152091 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 61429 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 25052 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 33948 members 
Mstep: Class 17 contains 13743 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 10814 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 3601 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 26021 members 
Mstep: Class 29 contains 1317 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489744.000000 Penalty: 103035.093750
Iteration 81Q: 32 clusters Score -9.548974e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50515 members 
Mstep: Class 3 contains 13215 members 
Mstep: Class 4 contains 195179 members 
Mstep: Class 5 contains 5183 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152097 members 
Mstep: Class 8 contains 11616 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 61485 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 6503 members 
Mstep: Class 13 contains 25003 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 33951 members 
Mstep: Class 17 contains 13749 members 
Mstep: Class 18 contains 1331 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 3600 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 3970 members 
Mstep: Class 27 contains 10912 members 
Mstep: Class 28 contains 26002 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95489960.000000 Penalty: 103035.093750
Iteration 82Q: 32 clusters Score -9.548996e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50447 members 
Mstep: Class 3 contains 13200 members 
Mstep: Class 4 contains 195115 members 
Mstep: Class 5 contains 5195 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152111 members 
Mstep: Class 8 contains 11552 members 
Mstep: Class 9 contains 7000 members 
Mstep: Class 10 contains 61535 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 6491 members 
Mstep: Class 13 contains 24987 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 10770 members 
Mstep: Class 16 contains 33961 members 
Mstep: Class 17 contains 13744 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 11029 members 
Mstep: Class 20 contains 3255 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3971 members 
Mstep: Class 27 contains 10951 members 
Mstep: Class 28 contains 25997 members 
Mstep: Class 29 contains 1315 members 
Mstep: Class 30 contains 450 members 
Mstep: Class 31 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490280.000000 Penalty: 103035.093750
Iteration 83Q: 32 clusters Score -9.549028e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50382 members 
Mstep: Class 3 contains 13193 members 
Mstep: Class 4 contains 195064 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152119 members 
Mstep: Class 8 contains 11492 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 61571 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 24979 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 10783 members 
Mstep: Class 16 contains 33970 members 
Mstep: Class 17 contains 13743 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 3247 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 10980 members 
Mstep: Class 28 contains 25999 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490184.000000 Penalty: 103035.093750
Iteration 84Q: 32 clusters Score -9.549018e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50311 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 195008 members 
Mstep: Class 5 contains 5204 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152138 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 6991 members 
Mstep: Class 10 contains 61609 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 24962 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33981 members 
Mstep: Class 17 contains 13748 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 25986 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490224.000000 Penalty: 103035.093750
Iteration 85Q: 32 clusters Score -9.549022e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50257 members 
Mstep: Class 3 contains 13182 members 
Mstep: Class 4 contains 194961 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152157 members 
Mstep: Class 8 contains 11400 members 
Mstep: Class 9 contains 6991 members 
Mstep: Class 10 contains 61635 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 24965 members 
Mstep: Class 14 contains 1329 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33986 members 
Mstep: Class 17 contains 13751 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3981 members 
Mstep: Class 27 contains 11038 members 
Mstep: Class 28 contains 25981 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490248.000000 Penalty: 103035.093750
Iteration 86Q: 32 clusters Score -9.549025e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50207 members 
Mstep: Class 3 contains 13174 members 
Mstep: Class 4 contains 194918 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152189 members 
Mstep: Class 8 contains 11338 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 61654 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 24965 members 
Mstep: Class 14 contains 1331 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33983 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 11328 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 509 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 11070 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490224.000000 Penalty: 103035.093750
Iteration 87Q: 32 clusters Score -9.549022e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50168 members 
Mstep: Class 3 contains 13169 members 
Mstep: Class 4 contains 194885 members 
Mstep: Class 5 contains 5215 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152208 members 
Mstep: Class 8 contains 11285 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 61668 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 24952 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33979 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 1409 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 507 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490240.000000 Penalty: 103035.093750
Iteration 88Q: 32 clusters Score -9.549024e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50128 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194843 members 
Mstep: Class 5 contains 5219 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152246 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 61681 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 24934 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10789 members 
Mstep: Class 16 contains 33972 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 11478 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4004 members 
Mstep: Class 27 contains 11129 members 
Mstep: Class 28 contains 25973 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490496.000000 Penalty: 103035.093750
Iteration 89Q: 32 clusters Score -9.54905e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50094 members 
Mstep: Class 3 contains 13169 members 
Mstep: Class 4 contains 194797 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152284 members 
Mstep: Class 8 contains 11169 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 61692 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 24932 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10793 members 
Mstep: Class 16 contains 33967 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 11555 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 11152 members 
Mstep: Class 28 contains 25959 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490432.000000 Penalty: 103035.093750
Iteration 90Q: 32 clusters Score -9.549043e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50073 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 194757 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152313 members 
Mstep: Class 8 contains 11122 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 61702 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 24944 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33967 members 
Mstep: Class 17 contains 13759 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 11607 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 11176 members 
Mstep: Class 28 contains 25945 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490408.000000 Penalty: 103035.093750
Iteration 91Q: 32 clusters Score -9.549041e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50046 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 194714 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152341 members 
Mstep: Class 8 contains 11068 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 61702 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 6466 members 
Mstep: Class 13 contains 24947 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10801 members 
Mstep: Class 16 contains 33964 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 11678 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4016 members 
Mstep: Class 27 contains 11198 members 
Mstep: Class 28 contains 25938 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490488.000000 Penalty: 103035.093750
Iteration 92Q: 32 clusters Score -9.549049e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50008 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 194687 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152367 members 
Mstep: Class 8 contains 11019 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 61697 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 24962 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10799 members 
Mstep: Class 16 contains 33959 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 11750 members 
Mstep: Class 20 contains 3209 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 11205 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490440.000000 Penalty: 103035.093750
Iteration 93Q: 32 clusters Score -9.549044e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49975 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 194671 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152388 members 
Mstep: Class 8 contains 10960 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 61701 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 24983 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 33952 members 
Mstep: Class 17 contains 13766 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 11827 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4029 members 
Mstep: Class 27 contains 11207 members 
Mstep: Class 28 contains 25922 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490344.000000 Penalty: 103035.093750
Iteration 94Q: 32 clusters Score -9.549034e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49946 members 
Mstep: Class 3 contains 13159 members 
Mstep: Class 4 contains 194644 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152417 members 
Mstep: Class 8 contains 10890 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 61702 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 24999 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10792 members 
Mstep: Class 16 contains 33949 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 11909 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4034 members 
Mstep: Class 27 contains 11215 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490480.000000 Penalty: 103035.093750
Iteration 95Q: 32 clusters Score -9.549048e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 194622 members 
Mstep: Class 5 contains 5233 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152436 members 
Mstep: Class 8 contains 10829 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 61711 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6463 members 
Mstep: Class 13 contains 24992 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10792 members 
Mstep: Class 16 contains 33946 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 11227 members 
Mstep: Class 28 contains 25906 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490456.000000 Penalty: 103035.093750
Iteration 96Q: 32 clusters Score -9.549046e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49898 members 
Mstep: Class 3 contains 13154 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152446 members 
Mstep: Class 8 contains 10775 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 61709 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 24999 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10792 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 12060 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 25904 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490504.000000 Penalty: 103035.093750
Iteration 97Q: 32 clusters Score -9.54905e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49866 members 
Mstep: Class 3 contains 13150 members 
Mstep: Class 4 contains 194570 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152467 members 
Mstep: Class 8 contains 10728 members 
Mstep: Class 9 contains 6981 members 
Mstep: Class 10 contains 61705 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25013 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33944 members 
Mstep: Class 17 contains 13759 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 12124 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 11252 members 
Mstep: Class 28 contains 25904 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490520.000000 Penalty: 103035.093750
Iteration 98Q: 32 clusters Score -9.549052e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 49847 members 
Mstep: Class 3 contains 13147 members 
Mstep: Class 4 contains 194549 members 
Mstep: Class 5 contains 5247 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152485 members 
Mstep: Class 8 contains 10702 members 
Mstep: Class 9 contains 6981 members 
Mstep: Class 10 contains 61709 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 25010 members 
Mstep: Class 14 contains 1333 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 1449 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4049 members 
Mstep: Class 27 contains 11265 members 
Mstep: Class 28 contains 25903 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490448.000000 Penalty: 103035.093750
Iteration 99Q: 32 clusters Score -9.549045e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49830 members 
Mstep: Class 3 contains 13143 members 
Mstep: Class 4 contains 194529 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152497 members 
Mstep: Class 8 contains 10680 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 61715 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 24997 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 10798 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 12208 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 11277 members 
Mstep: Class 28 contains 25905 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490432.000000 Penalty: 103035.093750
Iteration 100F: 32 clusters Score -9.549043e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49817 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 194513 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152502 members 
Mstep: Class 8 contains 10658 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 61720 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 24983 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 10799 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 11287 members 
Mstep: Class 28 contains 25907 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 32 clusters Score -9.54905e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49797 members 
Mstep: Class 3 contains 13143 members 
Mstep: Class 4 contains 194497 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152509 members 
Mstep: Class 8 contains 10647 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61722 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 24979 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 10802 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 13735 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 12281 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 11298 members 
Mstep: Class 28 contains 25905 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490512.000000 Penalty: 103035.093750
Iteration 102Q: 32 clusters Score -9.549051e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49778 members 
Mstep: Class 3 contains 13145 members 
Mstep: Class 4 contains 194491 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152512 members 
Mstep: Class 8 contains 10632 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61726 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 24987 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10804 members 
Mstep: Class 16 contains 33939 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 11305 members 
Mstep: Class 28 contains 25901 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490512.000000 Penalty: 103035.093750
Iteration 103Q: 32 clusters Score -9.549051e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49760 members 
Mstep: Class 3 contains 13146 members 
Mstep: Class 4 contains 194479 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152525 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61726 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 24994 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10803 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 13721 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 12347 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4062 members 
Mstep: Class 27 contains 11307 members 
Mstep: Class 28 contains 25900 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490512.000000 Penalty: 103035.093750
Iteration 104Q: 32 clusters Score -9.549051e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49747 members 
Mstep: Class 3 contains 13146 members 
Mstep: Class 4 contains 194464 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152534 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61732 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 24995 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10804 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 13715 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 507 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 11313 members 
Mstep: Class 28 contains 25900 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490528.000000 Penalty: 103035.093750
Iteration 105Q: 32 clusters Score -9.549053e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49743 members 
Mstep: Class 3 contains 13147 members 
Mstep: Class 4 contains 194457 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152541 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61734 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 24998 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10803 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13709 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4070 members 
Mstep: Class 27 contains 11319 members 
Mstep: Class 28 contains 25898 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490464.000000 Penalty: 103035.093750
Iteration 106Q: 32 clusters Score -9.549046e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49734 members 
Mstep: Class 3 contains 13149 members 
Mstep: Class 4 contains 194445 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152553 members 
Mstep: Class 8 contains 10545 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61739 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 25013 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10802 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 13697 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 12425 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4071 members 
Mstep: Class 27 contains 11322 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490408.000000 Penalty: 103035.093750
Iteration 107Q: 32 clusters Score -9.549041e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49721 members 
Mstep: Class 3 contains 13150 members 
Mstep: Class 4 contains 194441 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152560 members 
Mstep: Class 8 contains 10535 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61740 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 25013 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10801 members 
Mstep: Class 16 contains 33931 members 
Mstep: Class 17 contains 13685 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 12448 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4072 members 
Mstep: Class 27 contains 11328 members 
Mstep: Class 28 contains 25891 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490520.000000 Penalty: 103035.093750
Iteration 108Q: 32 clusters Score -9.549052e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49707 members 
Mstep: Class 3 contains 13148 members 
Mstep: Class 4 contains 194438 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152557 members 
Mstep: Class 8 contains 10517 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61741 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 25010 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10800 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13676 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 11334 members 
Mstep: Class 28 contains 25894 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490456.000000 Penalty: 103035.093750
Iteration 109Q: 32 clusters Score -9.549046e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49694 members 
Mstep: Class 3 contains 13150 members 
Mstep: Class 4 contains 194433 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152557 members 
Mstep: Class 8 contains 10497 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61744 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 25000 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10800 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13675 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 12524 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 11342 members 
Mstep: Class 28 contains 25892 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490472.000000 Penalty: 103035.093750
Iteration 110Q: 32 clusters Score -9.549047e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49679 members 
Mstep: Class 3 contains 13153 members 
Mstep: Class 4 contains 194430 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152556 members 
Mstep: Class 8 contains 10483 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61745 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 25004 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10800 members 
Mstep: Class 16 contains 33923 members 
Mstep: Class 17 contains 13673 members 
Mstep: Class 18 contains 1458 members 
Mstep: Class 19 contains 12547 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 25891 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490464.000000 Penalty: 103035.093750
Iteration 111Q: 32 clusters Score -9.549046e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49670 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 194435 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152551 members 
Mstep: Class 8 contains 10456 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61746 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 25009 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10800 members 
Mstep: Class 16 contains 33920 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 1459 members 
Mstep: Class 19 contains 12562 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4085 members 
Mstep: Class 27 contains 11353 members 
Mstep: Class 28 contains 25890 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490504.000000 Penalty: 103035.093750
Iteration 112Q: 32 clusters Score -9.54905e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49668 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194433 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152545 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61748 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25007 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10799 members 
Mstep: Class 16 contains 33918 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12574 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 11357 members 
Mstep: Class 28 contains 25892 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490608.000000 Penalty: 103035.093750
Iteration 113Q: 32 clusters Score -9.549061e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49660 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 194428 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152543 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61749 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25009 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33919 members 
Mstep: Class 17 contains 13661 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12593 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 11360 members 
Mstep: Class 28 contains 25890 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490576.000000 Penalty: 103035.093750
Iteration 114Q: 32 clusters Score -9.549058e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49650 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 194429 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152538 members 
Mstep: Class 8 contains 10413 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61749 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25009 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33917 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4103 members 
Mstep: Class 27 contains 11364 members 
Mstep: Class 28 contains 25891 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490464.000000 Penalty: 103035.093750
Iteration 115Q: 32 clusters Score -9.549046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49645 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 194429 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152533 members 
Mstep: Class 8 contains 10402 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61750 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25006 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33915 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12635 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 11370 members 
Mstep: Class 28 contains 25890 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490560.000000 Penalty: 103035.093750
Iteration 116Q: 32 clusters Score -9.549056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49641 members 
Mstep: Class 3 contains 13172 members 
Mstep: Class 4 contains 194425 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152538 members 
Mstep: Class 8 contains 10386 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61750 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25008 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33914 members 
Mstep: Class 17 contains 13647 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12653 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11375 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490536.000000 Penalty: 103035.093750
Iteration 117Q: 32 clusters Score -9.549054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49636 members 
Mstep: Class 3 contains 13171 members 
Mstep: Class 4 contains 194418 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 152543 members 
Mstep: Class 8 contains 10374 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61750 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 25011 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33918 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12666 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11378 members 
Mstep: Class 28 contains 25887 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95490600.000000 Penalty: 103035.093750
Iteration 118Q: 32 clusters Score -9.54906e+07 nChanged 45
Entering ConstructFrom: 
Score: -95490600.000000 Penalty: 103035.093750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -531120.375000 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -531120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -527435.312500 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -527435.3 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -528218.937500 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -528218.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -528537.000000 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -528537 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -528792.500000 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -528792.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -528938.000000 Penalty: 4064.200439
	Iteration 4F: 3 clusters Score -528938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -529042.062500 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -529042.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -529114.875000 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -529114.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -529172.312500 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -529172.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -529218.875000 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -529218.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -529260.562500 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -529260.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -529301.125000 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -529301.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -529362.625000 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -529362.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -529419.625000 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -529419.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -529474.250000 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -529474.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -529526.500000 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -529526.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -529564.312500 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -529564.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -529603.250000 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -529603.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -529640.312500 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -529640.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -529680.937500 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -529680.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -529724.562500 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -529724.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -529791.125000 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -529791.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -529867.562500 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -529867.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -529945.500000 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -529945.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -530014.000000 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -530014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -530098.500000 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -530098.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -530170.500000 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -530170.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -530224.875000 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -530224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -530261.437500 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -530261.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -530275.062500 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -530275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -530284.625000 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -530284.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -530288.500000 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -530288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -530290.937500 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -530290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -530294.687500 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -530294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -530294.875000 Penalty: 4064.200439
	Iteration 33Q: 3 clusters Score -530294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -530294.875000 Penalty: 4064.200439
	Iteration 34F: 3 clusters Score -530294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Entering Unmasked Estep 
Score: -7268186.000000 Penalty: 2681.473145
	Iteration 0F: 2 clusters Score -7268186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -7234731.500000 Penalty: 5362.946289
	Iteration 0F: 3 clusters Score -7234732 nChanged 22782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -7247508.000000 Penalty: 5362.946289
	Iteration 1F: 3 clusters Score -7247508 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -7248113.000000 Penalty: 5362.946289
	Iteration 2Q: 3 clusters Score -7248113 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7248718.000000 Penalty: 5362.946289
	Iteration 3Q: 3 clusters Score -7248718 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7249476.000000 Penalty: 5362.946289
	Iteration 4Q: 3 clusters Score -7249476 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -7250479.500000 Penalty: 5362.946289
	Iteration 5Q: 3 clusters Score -7250480 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -7251706.500000 Penalty: 5362.946289
	Iteration 6Q: 3 clusters Score -7251706 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -7253407.500000 Penalty: 5362.946289
	Iteration 7F: 3 clusters Score -7253408 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -7255878.500000 Penalty: 5362.946289
	Iteration 8F: 3 clusters Score -7255878 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7258656.500000 Penalty: 5362.946289
	Iteration 9F: 3 clusters Score -7258656 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -7261246.500000 Penalty: 5362.946289
	Iteration 10F: 3 clusters Score -7261246 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -7263148.500000 Penalty: 5362.946289
	Iteration 11Q: 3 clusters Score -7263148 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -7264349.500000 Penalty: 5362.946289
	Iteration 12Q: 3 clusters Score -7264350 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -7265010.500000 Penalty: 5362.946289
	Iteration 13Q: 3 clusters Score -7265010 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -7265387.000000 Penalty: 5362.946289
	Iteration 14Q: 3 clusters Score -7265387 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -7265570.500000 Penalty: 5362.946289
	Iteration 15Q: 3 clusters Score -7265570 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -7265727.500000 Penalty: 5362.946289
	Iteration 16Q: 3 clusters Score -7265728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -7265837.500000 Penalty: 5362.946289
	Iteration 17Q: 3 clusters Score -7265838 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -7265946.000000 Penalty: 5362.946289
	Iteration 18Q: 3 clusters Score -7265946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -7266072.000000 Penalty: 5362.946289
	Iteration 19Q: 3 clusters Score -7266072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -7266158.500000 Penalty: 5362.946289
	Iteration 20F: 3 clusters Score -7266158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -7266238.000000 Penalty: 5362.946289
	Iteration 21Q: 3 clusters Score -7266238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -7266285.500000 Penalty: 5362.946289
	Iteration 22Q: 3 clusters Score -7266286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -7266307.500000 Penalty: 5362.946289
	Iteration 23Q: 3 clusters Score -7266308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -7266322.500000 Penalty: 5362.946289
	Iteration 24Q: 3 clusters Score -7266322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -7266356.000000 Penalty: 5362.946289
	Iteration 25Q: 3 clusters Score -7266356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -7266361.000000 Penalty: 5362.946289
	Iteration 26Q: 3 clusters Score -7266361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -7266370.000000 Penalty: 5362.946289
	Iteration 27Q: 3 clusters Score -7266370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -7266372.000000 Penalty: 5362.946289
	Iteration 28Q: 3 clusters Score -7266372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -7266379.000000 Penalty: 5362.946289
	Iteration 29Q: 3 clusters Score -7266379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -7266380.000000 Penalty: 5362.946289
	Iteration 30Q: 3 clusters Score -7266380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -7266385.000000 Penalty: 5362.946289
	Iteration 31Q: 3 clusters Score -7266385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -7266380.000000 Penalty: 5362.946289
	Iteration 32Q: 3 clusters Score -7266380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -7266386.500000 Penalty: 5362.946289
	Iteration 33Q: 3 clusters Score -7266386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -7266397.000000 Penalty: 5362.946289
	Iteration 34Q: 3 clusters Score -7266397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7266399.000000 Penalty: 5362.946289
	Iteration 35Q: 3 clusters Score -7266399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -7266405.500000 Penalty: 5362.946289
	Iteration 36Q: 3 clusters Score -7266406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -7266409.000000 Penalty: 5362.946289
	Iteration 37Q: 3 clusters Score -7266409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -7266410.000000 Penalty: 5362.946289
	Iteration 38Q: 3 clusters Score -7266410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -7266404.500000 Penalty: 5362.946289
	Iteration 39Q: 3 clusters Score -7266404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -7266410.000000 Penalty: 5362.946289
	Iteration 40F: 3 clusters Score -7266410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -7266405.500000 Penalty: 5362.946289
	Iteration 41Q: 3 clusters Score -7266406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -7266409.000000 Penalty: 5362.946289
	Iteration 42Q: 3 clusters Score -7266409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -7266414.000000 Penalty: 5362.946289
	Iteration 43Q: 3 clusters Score -7266414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -7266412.500000 Penalty: 5362.946289
	Iteration 44Q: 3 clusters Score -7266412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -7266412.500000 Penalty: 5362.946289
	Iteration 45Q: 3 clusters Score -7266412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -7266418.000000 Penalty: 5362.946289
	Iteration 46Q: 3 clusters Score -7266418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -7266412.000000 Penalty: 5362.946289
	Iteration 47Q: 3 clusters Score -7266412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -7266410.000000 Penalty: 5362.946289
	Iteration 48Q: 3 clusters Score -7266410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -7266410.000000 Penalty: 5362.946289
	Iteration 49F: 3 clusters Score -7266410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Entering Unmasked Estep 
Score: -1938710.250000 Penalty: 2352.415283
	Iteration 0F: 2 clusters Score -1938710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1928923.375000 Penalty: 4704.830566
	Iteration 0F: 3 clusters Score -1928923 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1931951.500000 Penalty: 4704.830566
	Iteration 1F: 3 clusters Score -1931952 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1932257.500000 Penalty: 4704.830566
	Iteration 2F: 3 clusters Score -1932258 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1932501.375000 Penalty: 4704.830566
	Iteration 3Q: 3 clusters Score -1932501 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1932726.375000 Penalty: 4704.830566
	Iteration 4Q: 3 clusters Score -1932726 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1932958.750000 Penalty: 4704.830566
	Iteration 5Q: 3 clusters Score -1932959 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1933218.125000 Penalty: 4704.830566
	Iteration 6Q: 3 clusters Score -1933218 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1933548.000000 Penalty: 4704.830566
	Iteration 7Q: 3 clusters Score -1933548 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1933967.625000 Penalty: 4704.830566
	Iteration 8Q: 3 clusters Score -1933968 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1934405.750000 Penalty: 4704.830566
	Iteration 9F: 3 clusters Score -1934406 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1934880.750000 Penalty: 4704.830566
	Iteration 10F: 3 clusters Score -1934881 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1935356.000000 Penalty: 4704.830566
	Iteration 11Q: 3 clusters Score -1935356 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1935751.000000 Penalty: 4704.830566
	Iteration 12Q: 3 clusters Score -1935751 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1936058.625000 Penalty: 4704.830566
	Iteration 13Q: 3 clusters Score -1936059 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1936298.875000 Penalty: 4704.830566
	Iteration 14Q: 3 clusters Score -1936299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1936440.500000 Penalty: 4704.830566
	Iteration 15Q: 3 clusters Score -1936440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1936527.750000 Penalty: 4704.830566
	Iteration 16Q: 3 clusters Score -1936528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1936586.125000 Penalty: 4704.830566
	Iteration 17Q: 3 clusters Score -1936586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1936629.000000 Penalty: 4704.830566
	Iteration 18Q: 3 clusters Score -1936629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1936668.875000 Penalty: 4704.830566
	Iteration 19Q: 3 clusters Score -1936669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1936690.375000 Penalty: 4704.830566
	Iteration 20F: 3 clusters Score -1936690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1936703.000000 Penalty: 4704.830566
	Iteration 21Q: 3 clusters Score -1936703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1936718.500000 Penalty: 4704.830566
	Iteration 22Q: 3 clusters Score -1936718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1936724.875000 Penalty: 4704.830566
	Iteration 23Q: 3 clusters Score -1936725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1936730.875000 Penalty: 4704.830566
	Iteration 24Q: 3 clusters Score -1936731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1936742.125000 Penalty: 4704.830566
	Iteration 25Q: 3 clusters Score -1936742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1936745.875000 Penalty: 4704.830566
	Iteration 26Q: 3 clusters Score -1936746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1936748.000000 Penalty: 4704.830566
	Iteration 27Q: 3 clusters Score -1936748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1936753.375000 Penalty: 4704.830566
	Iteration 28Q: 3 clusters Score -1936753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1936756.500000 Penalty: 4704.830566
	Iteration 29Q: 3 clusters Score -1936756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1936758.625000 Penalty: 4704.830566
	Iteration 30Q: 3 clusters Score -1936759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1936758.625000 Penalty: 4704.830566
	Iteration 31F: 3 clusters Score -1936759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194415 members 
Entering Unmasked Estep 
Score: -29060294.000000 Penalty: 3020.082031
	Iteration 0F: 2 clusters Score -2.906029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -28932480.000000 Penalty: 6040.164062
	Iteration 0F: 3 clusters Score -2.893248e+07 nChanged 93098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -28987536.000000 Penalty: 6040.164062
	Iteration 1F: 3 clusters Score -2.898754e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -28989182.000000 Penalty: 6040.164062
	Iteration 2Q: 3 clusters Score -2.898918e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -28991412.000000 Penalty: 6040.164062
	Iteration 3Q: 3 clusters Score -2.899141e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -28995146.000000 Penalty: 6040.164062
	Iteration 4Q: 3 clusters Score -2.899515e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 127475 members 
Entering Unmasked Estep 
Score: -29001432.000000 Penalty: 6040.164062
	Iteration 5F: 3 clusters Score -2.900143e+07 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 139894 members 
Entering Unmasked Estep 
Score: -29010938.000000 Penalty: 6040.164062
	Iteration 6F: 3 clusters Score -2.901094e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 153308 members 
Entering Unmasked Estep 
Score: -29022514.000000 Penalty: 6040.164062
	Iteration 7F: 3 clusters Score -2.902251e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 164780 members 
Entering Unmasked Estep 
Score: -29033136.000000 Penalty: 6040.164062
	Iteration 8F: 3 clusters Score -2.903314e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 173081 members 
Entering Unmasked Estep 
Score: -29040798.000000 Penalty: 6040.164062
	Iteration 9Q: 3 clusters Score -2.90408e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 178613 members 
Entering Unmasked Estep 
Score: -29045678.000000 Penalty: 6040.164062
	Iteration 10Q: 3 clusters Score -2.904568e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 182594 members 
Entering Unmasked Estep 
Score: -29049124.000000 Penalty: 6040.164062
	Iteration 11Q: 3 clusters Score -2.904912e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 185697 members 
Entering Unmasked Estep 
Score: -29051506.000000 Penalty: 6040.164062
	Iteration 12Q: 3 clusters Score -2.905151e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 188029 members 
Entering Unmasked Estep 
Score: -29053368.000000 Penalty: 6040.164062
	Iteration 13Q: 3 clusters Score -2.905337e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 189794 members 
Entering Unmasked Estep 
Score: -29054482.000000 Penalty: 6040.164062
	Iteration 14Q: 3 clusters Score -2.905448e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 191080 members 
Entering Unmasked Estep 
Score: -29055472.000000 Penalty: 6040.164062
	Iteration 15Q: 3 clusters Score -2.905547e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -29056186.000000 Penalty: 6040.164062
	Iteration 16Q: 3 clusters Score -2.905619e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 192599 members 
Entering Unmasked Estep 
Score: -29056658.000000 Penalty: 6040.164062
	Iteration 17Q: 3 clusters Score -2.905666e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 193025 members 
Entering Unmasked Estep 
Score: -29056954.000000 Penalty: 6040.164062
	Iteration 18Q: 3 clusters Score -2.905695e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -29057144.000000 Penalty: 6040.164062
	Iteration 19Q: 3 clusters Score -2.905714e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -29057258.000000 Penalty: 6040.164062
	Iteration 20F: 3 clusters Score -2.905726e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -29057356.000000 Penalty: 6040.164062
	Iteration 21Q: 3 clusters Score -2.905736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 193662 members 
Entering Unmasked Estep 
Score: -29057410.000000 Penalty: 6040.164062
	Iteration 22Q: 3 clusters Score -2.905741e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 193715 members 
Entering Unmasked Estep 
Score: -29057500.000000 Penalty: 6040.164062
	Iteration 23Q: 3 clusters Score -2.90575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 193757 members 
Entering Unmasked Estep 
Score: -29057542.000000 Penalty: 6040.164062
	Iteration 24Q: 3 clusters Score -2.905754e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 193792 members 
Entering Unmasked Estep 
Score: -29057578.000000 Penalty: 6040.164062
	Iteration 25Q: 3 clusters Score -2.905758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -29057646.000000 Penalty: 6040.164062
	Iteration 26Q: 3 clusters Score -2.905765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 193817 members 
Entering Unmasked Estep 
Score: -29057670.000000 Penalty: 6040.164062
	Iteration 27Q: 3 clusters Score -2.905767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 193830 members 
Entering Unmasked Estep 
Score: -29057650.000000 Penalty: 6040.164062
	Iteration 28Q: 3 clusters Score -2.905765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 193839 members 
Entering Unmasked Estep 
Score: -29057642.000000 Penalty: 6040.164062
	Iteration 29Q: 3 clusters Score -2.905764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 193848 members 
Entering Unmasked Estep 
Score: -29057634.000000 Penalty: 6040.164062
	Iteration 30Q: 3 clusters Score -2.905763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 193855 members 
Entering Unmasked Estep 
Score: -29057654.000000 Penalty: 6040.164062
	Iteration 31Q: 3 clusters Score -2.905765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 193858 members 
Entering Unmasked Estep 
Score: -29057642.000000 Penalty: 6040.164062
	Iteration 32Q: 3 clusters Score -2.905764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 193863 members 
Entering Unmasked Estep 
Score: -29057676.000000 Penalty: 6040.164062
	Iteration 33Q: 3 clusters Score -2.905768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 193866 members 
Entering Unmasked Estep 
Score: -29057658.000000 Penalty: 6040.164062
	Iteration 34Q: 3 clusters Score -2.905766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 193869 members 
Entering Unmasked Estep 
Score: -29057664.000000 Penalty: 6040.164062
	Iteration 35Q: 3 clusters Score -2.905766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 193872 members 
Entering Unmasked Estep 
Score: -29057668.000000 Penalty: 6040.164062
	Iteration 36Q: 3 clusters Score -2.905767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 193876 members 
Entering Unmasked Estep 
Score: -29057676.000000 Penalty: 6040.164062
	Iteration 37Q: 3 clusters Score -2.905768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 193881 members 
Entering Unmasked Estep 
Score: -29057676.000000 Penalty: 6040.164062
	Iteration 38Q: 3 clusters Score -2.905768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 193883 members 
Entering Unmasked Estep 
Score: -29057690.000000 Penalty: 6040.164062
	Iteration 39Q: 3 clusters Score -2.905769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 193885 members 
Entering Unmasked Estep 
Score: -29057674.000000 Penalty: 6040.164062
	Iteration 40F: 3 clusters Score -2.905767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Entering Unmasked Estep 
Score: -740489.437500 Penalty: 2124.600098
	Iteration 0F: 2 clusters Score -740489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -735784.562500 Penalty: 4249.200195
	Iteration 0F: 3 clusters Score -735784.6 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -737005.187500 Penalty: 4249.200195
	Iteration 1F: 3 clusters Score -737005.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -737242.500000 Penalty: 4249.200195
	Iteration 2F: 3 clusters Score -737242.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -737404.250000 Penalty: 4249.200195
	Iteration 3F: 3 clusters Score -737404.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -737539.062500 Penalty: 4249.200195
	Iteration 4Q: 3 clusters Score -737539.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -737657.500000 Penalty: 4249.200195
	Iteration 5Q: 3 clusters Score -737657.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -737778.000000 Penalty: 4249.200195
	Iteration 6Q: 3 clusters Score -737778 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -737879.812500 Penalty: 4249.200195
	Iteration 7Q: 3 clusters Score -737879.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -737992.875000 Penalty: 4249.200195
	Iteration 8Q: 3 clusters Score -737992.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -738091.250000 Penalty: 4249.200195
	Iteration 9Q: 3 clusters Score -738091.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -738189.125000 Penalty: 4249.200195
	Iteration 10Q: 3 clusters Score -738189.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -738274.562500 Penalty: 4249.200195
	Iteration 11Q: 3 clusters Score -738274.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -738350.062500 Penalty: 4249.200195
	Iteration 12Q: 3 clusters Score -738350.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -738406.250000 Penalty: 4249.200195
	Iteration 13Q: 3 clusters Score -738406.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -738452.125000 Penalty: 4249.200195
	Iteration 14Q: 3 clusters Score -738452.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -738491.125000 Penalty: 4249.200195
	Iteration 15Q: 3 clusters Score -738491.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -738521.437500 Penalty: 4249.200195
	Iteration 16Q: 3 clusters Score -738521.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -738537.875000 Penalty: 4249.200195
	Iteration 17Q: 3 clusters Score -738537.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -738564.187500 Penalty: 4249.200195
	Iteration 18Q: 3 clusters Score -738564.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -738580.375000 Penalty: 4249.200195
	Iteration 19Q: 3 clusters Score -738580.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -738594.000000 Penalty: 4249.200195
	Iteration 20F: 3 clusters Score -738594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -738601.187500 Penalty: 4249.200195
	Iteration 21Q: 3 clusters Score -738601.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -738605.562500 Penalty: 4249.200195
	Iteration 22Q: 3 clusters Score -738605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -738607.812500 Penalty: 4249.200195
	Iteration 23Q: 3 clusters Score -738607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -738611.937500 Penalty: 4249.200195
	Iteration 24Q: 3 clusters Score -738611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -738619.125000 Penalty: 4249.200195
	Iteration 25Q: 3 clusters Score -738619.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -738623.437500 Penalty: 4249.200195
	Iteration 26Q: 3 clusters Score -738623.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -738633.625000 Penalty: 4249.200195
	Iteration 27Q: 3 clusters Score -738633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -738636.375000 Penalty: 4249.200195
	Iteration 28Q: 3 clusters Score -738636.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -738640.625000 Penalty: 4249.200195
	Iteration 29Q: 3 clusters Score -738640.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -738648.500000 Penalty: 4249.200195
	Iteration 30Q: 3 clusters Score -738648.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -738656.500000 Penalty: 4249.200195
	Iteration 31Q: 3 clusters Score -738656.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -738658.187500 Penalty: 4249.200195
	Iteration 32Q: 3 clusters Score -738658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -738660.125000 Penalty: 4249.200195
	Iteration 33Q: 3 clusters Score -738660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -738661.687500 Penalty: 4249.200195
	Iteration 34Q: 3 clusters Score -738661.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -738664.875000 Penalty: 4249.200195
	Iteration 35Q: 3 clusters Score -738664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -738663.812500 Penalty: 4249.200195
	Iteration 36Q: 3 clusters Score -738663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -738663.875000 Penalty: 4249.200195
	Iteration 37Q: 3 clusters Score -738663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -738663.875000 Penalty: 4249.200195
	Iteration 38F: 3 clusters Score -738663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -159830.296875 Penalty: 1784.778320
	Iteration 0F: 2 clusters Score -159830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158070.593750 Penalty: 3569.556641
	Iteration 0F: 3 clusters Score -158070.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159607.890625 Penalty: 3569.556641
	Iteration 1F: 3 clusters Score -159607.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -160754.625000 Penalty: 3569.556641
	Iteration 2F: 3 clusters Score -160754.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -161225.234375 Penalty: 3569.556641
	Iteration 3F: 3 clusters Score -161225.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -161646.906250 Penalty: 3569.556641
	Iteration 4Q: 3 clusters Score -161646.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162797.484375 Penalty: 3569.556641
	Iteration 5Q: 3 clusters Score -162797.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163051.265625 Penalty: 3569.556641
	Iteration 6Q: 3 clusters Score -163051.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163074.062500 Penalty: 3569.556641
	Iteration 7Q: 3 clusters Score -163074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -163098.609375 Penalty: 3569.556641
	Iteration 8Q: 3 clusters Score -163098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163118.125000 Penalty: 3569.556641
	Iteration 9Q: 3 clusters Score -163118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -163125.093750 Penalty: 3569.556641
	Iteration 10Q: 3 clusters Score -163125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -163128.765625 Penalty: 3569.556641
	Iteration 11Q: 3 clusters Score -163128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -163133.640625 Penalty: 3569.556641
	Iteration 12Q: 3 clusters Score -163133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -163142.562500 Penalty: 3569.556641
	Iteration 13Q: 3 clusters Score -163142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -163156.625000 Penalty: 3569.556641
	Iteration 14Q: 3 clusters Score -163156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -163185.687500 Penalty: 3569.556641
	Iteration 15Q: 3 clusters Score -163185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -163218.921875 Penalty: 3569.556641
	Iteration 16Q: 3 clusters Score -163218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -163265.343750 Penalty: 3569.556641
	Iteration 17Q: 3 clusters Score -163265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -163318.375000 Penalty: 3569.556641
	Iteration 18Q: 3 clusters Score -163318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -163353.296875 Penalty: 3569.556641
	Iteration 19Q: 3 clusters Score -163353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -163403.156250 Penalty: 3569.556641
	Iteration 20F: 3 clusters Score -163403.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -163489.421875 Penalty: 3569.556641
	Iteration 21Q: 3 clusters Score -163489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -163579.593750 Penalty: 3569.556641
	Iteration 22Q: 3 clusters Score -163579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -163689.046875 Penalty: 3569.556641
	Iteration 23Q: 3 clusters Score -163689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -163765.218750 Penalty: 3569.556641
	Iteration 24Q: 3 clusters Score -163765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -163804.390625 Penalty: 3569.556641
	Iteration 25Q: 3 clusters Score -163804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -163804.390625 Penalty: 3569.556641
	Iteration 26F: 3 clusters Score -163804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49632 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194415 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152543 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25014 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33921 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11380 members 
Mstep: Class 28 contains 25884 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Mstep: Class 32 contains 921 members 
Entering Unmasked Estep 
Score: -95493016.000000 Penalty: 106358.804688
Splitting cluster 6 changes total score from -95490600.000000 to -95493016.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 7 (152543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152543 members 
Entering Unmasked Estep 
Score: -22763822.000000 Penalty: 2959.929932
	Iteration 0F: 2 clusters Score -2.276382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -22665998.000000 Penalty: 5919.859863
	Iteration 0F: 3 clusters Score -2.2666e+07 nChanged 73015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -22710552.000000 Penalty: 5919.859863
	Iteration 1F: 3 clusters Score -2.271055e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -22712780.000000 Penalty: 5919.859863
	Iteration 2Q: 3 clusters Score -2.271278e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74792 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -22715486.000000 Penalty: 5919.859863
	Iteration 3Q: 3 clusters Score -2.271549e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -22719424.000000 Penalty: 5919.859863
	Iteration 4F: 3 clusters Score -2.271942e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -22724442.000000 Penalty: 5919.859863
	Iteration 5F: 3 clusters Score -2.272444e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -22731136.000000 Penalty: 5919.859863
	Iteration 6F: 3 clusters Score -2.273114e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -22737606.000000 Penalty: 5919.859863
	Iteration 7F: 3 clusters Score -2.273761e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -22742082.000000 Penalty: 5919.859863
	Iteration 8F: 3 clusters Score -2.274208e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -22744452.000000 Penalty: 5919.859863
	Iteration 9Q: 3 clusters Score -2.274445e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -22745380.000000 Penalty: 5919.859863
	Iteration 10Q: 3 clusters Score -2.274538e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -22745776.000000 Penalty: 5919.859863
	Iteration 11Q: 3 clusters Score -2.274578e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -22746026.000000 Penalty: 5919.859863
	Iteration 12Q: 3 clusters Score -2.274603e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -22746306.000000 Penalty: 5919.859863
	Iteration 13Q: 3 clusters Score -2.274631e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -22746448.000000 Penalty: 5919.859863
	Iteration 14Q: 3 clusters Score -2.274645e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -22746616.000000 Penalty: 5919.859863
	Iteration 15Q: 3 clusters Score -2.274662e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -22746692.000000 Penalty: 5919.859863
	Iteration 16Q: 3 clusters Score -2.274669e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -22746752.000000 Penalty: 5919.859863
	Iteration 17Q: 3 clusters Score -2.274675e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -22746824.000000 Penalty: 5919.859863
	Iteration 18Q: 3 clusters Score -2.274682e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -22746936.000000 Penalty: 5919.859863
	Iteration 19Q: 3 clusters Score -2.274694e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
Score: -22747000.000000 Penalty: 5919.859863
	Iteration 20F: 3 clusters Score -2.2747e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -22746982.000000 Penalty: 5919.859863
	Iteration 21Q: 3 clusters Score -2.274698e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -22747112.000000 Penalty: 5919.859863
	Iteration 22Q: 3 clusters Score -2.274711e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -22747222.000000 Penalty: 5919.859863
	Iteration 23Q: 3 clusters Score -2.274722e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -22747298.000000 Penalty: 5919.859863
	Iteration 24Q: 3 clusters Score -2.27473e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -22747318.000000 Penalty: 5919.859863
	Iteration 25Q: 3 clusters Score -2.274732e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -22747364.000000 Penalty: 5919.859863
	Iteration 26Q: 3 clusters Score -2.274736e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -22747344.000000 Penalty: 5919.859863
	Iteration 27Q: 3 clusters Score -2.274734e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -22747422.000000 Penalty: 5919.859863
	Iteration 28Q: 3 clusters Score -2.274742e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -22747448.000000 Penalty: 5919.859863
	Iteration 29Q: 3 clusters Score -2.274745e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -22747536.000000 Penalty: 5919.859863
	Iteration 30Q: 3 clusters Score -2.274754e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -22747588.000000 Penalty: 5919.859863
	Iteration 31Q: 3 clusters Score -2.274759e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -22747642.000000 Penalty: 5919.859863
	Iteration 32Q: 3 clusters Score -2.274764e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -22747660.000000 Penalty: 5919.859863
	Iteration 33Q: 3 clusters Score -2.274766e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
Score: -22747588.000000 Penalty: 5919.859863
	Iteration 34Q: 3 clusters Score -2.274759e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -22747584.000000 Penalty: 5919.859863
	Iteration 35Q: 3 clusters Score -2.274758e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -22747570.000000 Penalty: 5919.859863
	Iteration 36Q: 3 clusters Score -2.274757e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -22747604.000000 Penalty: 5919.859863
	Iteration 37Q: 3 clusters Score -2.27476e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -22747590.000000 Penalty: 5919.859863
	Iteration 38Q: 3 clusters Score -2.274759e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77187 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -22747636.000000 Penalty: 5919.859863
	Iteration 39Q: 3 clusters Score -2.274764e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -22747702.000000 Penalty: 5919.859863
	Iteration 40F: 3 clusters Score -2.27477e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -22747740.000000 Penalty: 5919.859863
	Iteration 41Q: 3 clusters Score -2.274774e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -22747722.000000 Penalty: 5919.859863
	Iteration 42Q: 3 clusters Score -2.274772e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -22747786.000000 Penalty: 5919.859863
	Iteration 43Q: 3 clusters Score -2.274779e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -22747808.000000 Penalty: 5919.859863
	Iteration 44Q: 3 clusters Score -2.274781e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -22747872.000000 Penalty: 5919.859863
	Iteration 45Q: 3 clusters Score -2.274787e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -22747850.000000 Penalty: 5919.859863
	Iteration 46Q: 3 clusters Score -2.274785e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -22747804.000000 Penalty: 5919.859863
	Iteration 47Q: 3 clusters Score -2.27478e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -22747758.000000 Penalty: 5919.859863
	Iteration 48Q: 3 clusters Score -2.274776e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -22747766.000000 Penalty: 5919.859863
	Iteration 49Q: 3 clusters Score -2.274777e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -22747732.000000 Penalty: 5919.859863
	Iteration 50Q: 3 clusters Score -2.274773e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -22747740.000000 Penalty: 5919.859863
	Iteration 51Q: 3 clusters Score -2.274774e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -22747756.000000 Penalty: 5919.859863
	Iteration 52Q: 3 clusters Score -2.274776e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -22747788.000000 Penalty: 5919.859863
	Iteration 53Q: 3 clusters Score -2.274779e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -22747770.000000 Penalty: 5919.859863
	Iteration 54Q: 3 clusters Score -2.274777e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -22747742.000000 Penalty: 5919.859863
	Iteration 55Q: 3 clusters Score -2.274774e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -22747798.000000 Penalty: 5919.859863
	Iteration 56Q: 3 clusters Score -2.27478e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -22747854.000000 Penalty: 5919.859863
	Iteration 57Q: 3 clusters Score -2.274785e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -22747848.000000 Penalty: 5919.859863
	Iteration 58Q: 3 clusters Score -2.274785e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -22747814.000000 Penalty: 5919.859863
	Iteration 59Q: 3 clusters Score -2.274781e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -22747808.000000 Penalty: 5919.859863
	Iteration 60F: 3 clusters Score -2.274781e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -22747872.000000 Penalty: 5919.859863
	Iteration 61Q: 3 clusters Score -2.274787e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -22747858.000000 Penalty: 5919.859863
	Iteration 62Q: 3 clusters Score -2.274786e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -22747920.000000 Penalty: 5919.859863
	Iteration 63Q: 3 clusters Score -2.274792e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -22748014.000000 Penalty: 5919.859863
	Iteration 64Q: 3 clusters Score -2.274801e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -22748104.000000 Penalty: 5919.859863
	Iteration 65Q: 3 clusters Score -2.27481e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -22748160.000000 Penalty: 5919.859863
	Iteration 66Q: 3 clusters Score -2.274816e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -22748208.000000 Penalty: 5919.859863
	Iteration 67Q: 3 clusters Score -2.274821e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -22748204.000000 Penalty: 5919.859863
	Iteration 68Q: 3 clusters Score -2.27482e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -22748296.000000 Penalty: 5919.859863
	Iteration 69Q: 3 clusters Score -2.27483e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -22748378.000000 Penalty: 5919.859863
	Iteration 70Q: 3 clusters Score -2.274838e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -22748422.000000 Penalty: 5919.859863
	Iteration 71Q: 3 clusters Score -2.274842e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -22748590.000000 Penalty: 5919.859863
	Iteration 72Q: 3 clusters Score -2.274859e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93487 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -22748692.000000 Penalty: 5919.859863
	Iteration 73Q: 3 clusters Score -2.274869e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94489 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -22748912.000000 Penalty: 5919.859863
	Iteration 74Q: 3 clusters Score -2.274891e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -22749120.000000 Penalty: 5919.859863
	Iteration 75Q: 3 clusters Score -2.274912e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -22749242.000000 Penalty: 5919.859863
	Iteration 76Q: 3 clusters Score -2.274924e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -22749514.000000 Penalty: 5919.859863
	Iteration 77Q: 3 clusters Score -2.274951e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -22749646.000000 Penalty: 5919.859863
	Iteration 78Q: 3 clusters Score -2.274965e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -22749776.000000 Penalty: 5919.859863
	Iteration 79Q: 3 clusters Score -2.274978e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -22749984.000000 Penalty: 5919.859863
	Iteration 80F: 3 clusters Score -2.274998e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -22750118.000000 Penalty: 5919.859863
	Iteration 81Q: 3 clusters Score -2.275012e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -22750246.000000 Penalty: 5919.859863
	Iteration 82Q: 3 clusters Score -2.275025e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -22750386.000000 Penalty: 5919.859863
	Iteration 83Q: 3 clusters Score -2.275039e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -22750552.000000 Penalty: 5919.859863
	Iteration 84Q: 3 clusters Score -2.275055e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -22750804.000000 Penalty: 5919.859863
	Iteration 85Q: 3 clusters Score -2.27508e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -22751004.000000 Penalty: 5919.859863
	Iteration 86Q: 3 clusters Score -2.2751e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -22751324.000000 Penalty: 5919.859863
	Iteration 87Q: 3 clusters Score -2.275132e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112055 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -22751468.000000 Penalty: 5919.859863
	Iteration 88Q: 3 clusters Score -2.275147e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113458 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -22751752.000000 Penalty: 5919.859863
	Iteration 89Q: 3 clusters Score -2.275175e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -22752076.000000 Penalty: 5919.859863
	Iteration 90Q: 3 clusters Score -2.275208e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116324 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -22752350.000000 Penalty: 5919.859863
	Iteration 91Q: 3 clusters Score -2.275235e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -22752594.000000 Penalty: 5919.859863
	Iteration 92Q: 3 clusters Score -2.275259e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -22752908.000000 Penalty: 5919.859863
	Iteration 93Q: 3 clusters Score -2.275291e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -22753310.000000 Penalty: 5919.859863
	Iteration 94Q: 3 clusters Score -2.275331e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122318 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -22753678.000000 Penalty: 5919.859863
	Iteration 95Q: 3 clusters Score -2.275368e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -22753966.000000 Penalty: 5919.859863
	Iteration 96Q: 3 clusters Score -2.275397e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -22754186.000000 Penalty: 5919.859863
	Iteration 97Q: 3 clusters Score -2.275419e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -22754444.000000 Penalty: 5919.859863
	Iteration 98Q: 3 clusters Score -2.275444e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -22754756.000000 Penalty: 5919.859863
	Iteration 99Q: 3 clusters Score -2.275476e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -22755246.000000 Penalty: 5919.859863
	Iteration 100F: 3 clusters Score -2.275525e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -22755602.000000 Penalty: 5919.859863
	Iteration 101Q: 3 clusters Score -2.27556e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -22755958.000000 Penalty: 5919.859863
	Iteration 102Q: 3 clusters Score -2.275596e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -22756362.000000 Penalty: 5919.859863
	Iteration 103Q: 3 clusters Score -2.275636e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -22756894.000000 Penalty: 5919.859863
	Iteration 104Q: 3 clusters Score -2.275689e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136343 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -22757352.000000 Penalty: 5919.859863
	Iteration 105Q: 3 clusters Score -2.275735e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -22757790.000000 Penalty: 5919.859863
	Iteration 106Q: 3 clusters Score -2.275779e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -22758044.000000 Penalty: 5919.859863
	Iteration 107Q: 3 clusters Score -2.275804e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139559 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -22758400.000000 Penalty: 5919.859863
	Iteration 108Q: 3 clusters Score -2.27584e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140453 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -22758734.000000 Penalty: 5919.859863
	Iteration 109Q: 3 clusters Score -2.275873e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141246 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -22758966.000000 Penalty: 5919.859863
	Iteration 110Q: 3 clusters Score -2.275897e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142023 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -22759152.000000 Penalty: 5919.859863
	Iteration 111Q: 3 clusters Score -2.275915e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142744 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -22759380.000000 Penalty: 5919.859863
	Iteration 112Q: 3 clusters Score -2.275938e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -22759620.000000 Penalty: 5919.859863
	Iteration 113Q: 3 clusters Score -2.275962e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -22759792.000000 Penalty: 5919.859863
	Iteration 114Q: 3 clusters Score -2.275979e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144687 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -22760032.000000 Penalty: 5919.859863
	Iteration 115Q: 3 clusters Score -2.276003e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145277 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -22760262.000000 Penalty: 5919.859863
	Iteration 116Q: 3 clusters Score -2.276026e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145837 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -22760406.000000 Penalty: 5919.859863
	Iteration 117Q: 3 clusters Score -2.276041e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146373 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -22760610.000000 Penalty: 5919.859863
	Iteration 118Q: 3 clusters Score -2.276061e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146872 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -22760844.000000 Penalty: 5919.859863
	Iteration 119Q: 3 clusters Score -2.276084e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147314 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -22761098.000000 Penalty: 5919.859863
	Iteration 120F: 3 clusters Score -2.27611e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147675 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -22761404.000000 Penalty: 5919.859863
	Iteration 121Q: 3 clusters Score -2.27614e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -22761702.000000 Penalty: 5919.859863
	Iteration 122Q: 3 clusters Score -2.27617e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -22761884.000000 Penalty: 5919.859863
	Iteration 123Q: 3 clusters Score -2.276188e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148320 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -22761974.000000 Penalty: 5919.859863
	Iteration 124Q: 3 clusters Score -2.276197e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -22762104.000000 Penalty: 5919.859863
	Iteration 125Q: 3 clusters Score -2.27621e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148536 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -22762164.000000 Penalty: 5919.859863
	Iteration 126Q: 3 clusters Score -2.276216e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148622 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -22762184.000000 Penalty: 5919.859863
	Iteration 127Q: 3 clusters Score -2.276218e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -22762236.000000 Penalty: 5919.859863
	Iteration 128Q: 3 clusters Score -2.276224e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148760 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -22762244.000000 Penalty: 5919.859863
	Iteration 129Q: 3 clusters Score -2.276224e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -22762268.000000 Penalty: 5919.859863
	Iteration 130Q: 3 clusters Score -2.276227e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148833 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -22762274.000000 Penalty: 5919.859863
	Iteration 131Q: 3 clusters Score -2.276227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148856 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -22762268.000000 Penalty: 5919.859863
	Iteration 132Q: 3 clusters Score -2.276227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -22762284.000000 Penalty: 5919.859863
	Iteration 133Q: 3 clusters Score -2.276228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148920 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -22762286.000000 Penalty: 5919.859863
	Iteration 134Q: 3 clusters Score -2.276229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148947 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -22762280.000000 Penalty: 5919.859863
	Iteration 135Q: 3 clusters Score -2.276228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148968 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22762284.000000 Penalty: 5919.859863
	Iteration 136Q: 3 clusters Score -2.276228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -22762292.000000 Penalty: 5919.859863
	Iteration 137Q: 3 clusters Score -2.276229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -22762296.000000 Penalty: 5919.859863
	Iteration 138Q: 3 clusters Score -2.27623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -22762282.000000 Penalty: 5919.859863
	Iteration 139Q: 3 clusters Score -2.276228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -22762292.000000 Penalty: 5919.859863
	Iteration 140F: 3 clusters Score -2.276229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149062 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -22762278.000000 Penalty: 5919.859863
	Iteration 141Q: 3 clusters Score -2.276228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22762292.000000 Penalty: 5919.859863
	Iteration 142Q: 3 clusters Score -2.276229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149092 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -22762288.000000 Penalty: 5919.859863
	Iteration 143Q: 3 clusters Score -2.276229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22762296.000000 Penalty: 5919.859863
	Iteration 144Q: 3 clusters Score -2.27623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149101 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -22762302.000000 Penalty: 5919.859863
	Iteration 145Q: 3 clusters Score -2.27623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149107 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22762294.000000 Penalty: 5919.859863
	Iteration 146Q: 3 clusters Score -2.276229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -22762308.000000 Penalty: 5919.859863
	Iteration 147Q: 3 clusters Score -2.276231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -22762302.000000 Penalty: 5919.859863
	Iteration 148Q: 3 clusters Score -2.27623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149120 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -22762310.000000 Penalty: 5919.859863
	Iteration 149Q: 3 clusters Score -2.276231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149124 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -22762296.000000 Penalty: 5919.859863
	Iteration 150Q: 3 clusters Score -2.27623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149131 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -22762322.000000 Penalty: 5919.859863
	Iteration 151Q: 3 clusters Score -2.276232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149136 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -22762332.000000 Penalty: 5919.859863
	Iteration 152Q: 3 clusters Score -2.276233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -22762322.000000 Penalty: 5919.859863
	Iteration 153Q: 3 clusters Score -2.276232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22762326.000000 Penalty: 5919.859863
	Iteration 154Q: 3 clusters Score -2.276233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22762326.000000 Penalty: 5919.859863
	Iteration 155Q: 3 clusters Score -2.276233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -22762320.000000 Penalty: 5919.859863
	Iteration 156Q: 3 clusters Score -2.276232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22762334.000000 Penalty: 5919.859863
	Iteration 157Q: 3 clusters Score -2.276233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149154 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -22762334.000000 Penalty: 5919.859863
	Iteration 158Q: 3 clusters Score -2.276233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -22762332.000000 Penalty: 5919.859863
	Iteration 159Q: 3 clusters Score -2.276233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -22762332.000000 Penalty: 5919.859863
	Iteration 160F: 3 clusters Score -2.276233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Entering Unmasked Estep 
Score: -1503574.125000 Penalty: 2293.055176
	Iteration 0F: 2 clusters Score -1503574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1495704.500000 Penalty: 4586.110352
	Iteration 0F: 3 clusters Score -1495704 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1498068.375000 Penalty: 4586.110352
	Iteration 1F: 3 clusters Score -1498068 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1498441.250000 Penalty: 4586.110352
	Iteration 2F: 3 clusters Score -1498441 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1498716.625000 Penalty: 4586.110352
	Iteration 3F: 3 clusters Score -1498717 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1498995.375000 Penalty: 4586.110352
	Iteration 4Q: 3 clusters Score -1498995 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1499254.750000 Penalty: 4586.110352
	Iteration 5Q: 3 clusters Score -1499255 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1499486.000000 Penalty: 4586.110352
	Iteration 6Q: 3 clusters Score -1499486 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1499700.125000 Penalty: 4586.110352
	Iteration 7Q: 3 clusters Score -1499700 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1499945.750000 Penalty: 4586.110352
	Iteration 8Q: 3 clusters Score -1499946 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1500187.750000 Penalty: 4586.110352
	Iteration 9Q: 3 clusters Score -1500188 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1500408.125000 Penalty: 4586.110352
	Iteration 10Q: 3 clusters Score -1500408 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1500633.375000 Penalty: 4586.110352
	Iteration 11Q: 3 clusters Score -1500633 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1500836.750000 Penalty: 4586.110352
	Iteration 12Q: 3 clusters Score -1500837 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1500970.375000 Penalty: 4586.110352
	Iteration 13Q: 3 clusters Score -1500970 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1501072.125000 Penalty: 4586.110352
	Iteration 14Q: 3 clusters Score -1501072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1501139.250000 Penalty: 4586.110352
	Iteration 15Q: 3 clusters Score -1501139 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1501187.500000 Penalty: 4586.110352
	Iteration 16Q: 3 clusters Score -1501188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1501223.625000 Penalty: 4586.110352
	Iteration 17Q: 3 clusters Score -1501224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1501255.000000 Penalty: 4586.110352
	Iteration 18Q: 3 clusters Score -1501255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1501285.875000 Penalty: 4586.110352
	Iteration 19Q: 3 clusters Score -1501286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1501304.875000 Penalty: 4586.110352
	Iteration 20F: 3 clusters Score -1501305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1501325.375000 Penalty: 4586.110352
	Iteration 21Q: 3 clusters Score -1501325 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1501337.625000 Penalty: 4586.110352
	Iteration 22Q: 3 clusters Score -1501338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1501354.875000 Penalty: 4586.110352
	Iteration 23Q: 3 clusters Score -1501355 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1501364.375000 Penalty: 4586.110352
	Iteration 24Q: 3 clusters Score -1501364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1501374.375000 Penalty: 4586.110352
	Iteration 25Q: 3 clusters Score -1501374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1501378.500000 Penalty: 4586.110352
	Iteration 26Q: 3 clusters Score -1501378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1501391.125000 Penalty: 4586.110352
	Iteration 27Q: 3 clusters Score -1501391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1501397.750000 Penalty: 4586.110352
	Iteration 28Q: 3 clusters Score -1501398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1501402.375000 Penalty: 4586.110352
	Iteration 29Q: 3 clusters Score -1501402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1501409.125000 Penalty: 4586.110352
	Iteration 30Q: 3 clusters Score -1501409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1501413.875000 Penalty: 4586.110352
	Iteration 31Q: 3 clusters Score -1501414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1501422.375000 Penalty: 4586.110352
	Iteration 32Q: 3 clusters Score -1501422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1501424.250000 Penalty: 4586.110352
	Iteration 33Q: 3 clusters Score -1501424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1501432.125000 Penalty: 4586.110352
	Iteration 34Q: 3 clusters Score -1501432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1501440.375000 Penalty: 4586.110352
	Iteration 35Q: 3 clusters Score -1501440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1501451.375000 Penalty: 4586.110352
	Iteration 36Q: 3 clusters Score -1501451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1501461.000000 Penalty: 4586.110352
	Iteration 37Q: 3 clusters Score -1501461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1501469.125000 Penalty: 4586.110352
	Iteration 38Q: 3 clusters Score -1501469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1501478.750000 Penalty: 4586.110352
	Iteration 39Q: 3 clusters Score -1501479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1501489.125000 Penalty: 4586.110352
	Iteration 40F: 3 clusters Score -1501489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1501502.250000 Penalty: 4586.110352
	Iteration 41Q: 3 clusters Score -1501502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1501508.625000 Penalty: 4586.110352
	Iteration 42Q: 3 clusters Score -1501509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1501512.500000 Penalty: 4586.110352
	Iteration 43Q: 3 clusters Score -1501512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1501514.875000 Penalty: 4586.110352
	Iteration 44Q: 3 clusters Score -1501515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1501520.125000 Penalty: 4586.110352
	Iteration 45Q: 3 clusters Score -1501520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1501532.000000 Penalty: 4586.110352
	Iteration 46Q: 3 clusters Score -1501532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1501537.500000 Penalty: 4586.110352
	Iteration 47Q: 3 clusters Score -1501538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1501543.000000 Penalty: 4586.110352
	Iteration 48Q: 3 clusters Score -1501543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1501545.625000 Penalty: 4586.110352
	Iteration 49Q: 3 clusters Score -1501546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1501545.750000 Penalty: 4586.110352
	Iteration 50Q: 3 clusters Score -1501546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1501545.375000 Penalty: 4586.110352
	Iteration 51Q: 3 clusters Score -1501545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1501546.375000 Penalty: 4586.110352
	Iteration 52Q: 3 clusters Score -1501546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1501548.500000 Penalty: 4586.110352
	Iteration 53Q: 3 clusters Score -1501548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1501552.125000 Penalty: 4586.110352
	Iteration 54Q: 3 clusters Score -1501552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1501560.375000 Penalty: 4586.110352
	Iteration 55Q: 3 clusters Score -1501560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1501561.625000 Penalty: 4586.110352
	Iteration 56Q: 3 clusters Score -1501562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1501559.375000 Penalty: 4586.110352
	Iteration 57Q: 3 clusters Score -1501559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1501564.375000 Penalty: 4586.110352
	Iteration 58Q: 3 clusters Score -1501564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1501564.375000 Penalty: 4586.110352
	Iteration 59Q: 3 clusters Score -1501564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1501565.125000 Penalty: 4586.110352
	Iteration 60F: 3 clusters Score -1501565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1501567.250000 Penalty: 4586.110352
	Iteration 61Q: 3 clusters Score -1501567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1501568.750000 Penalty: 4586.110352
	Iteration 62Q: 3 clusters Score -1501569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1501569.250000 Penalty: 4586.110352
	Iteration 63Q: 3 clusters Score -1501569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1501569.125000 Penalty: 4586.110352
	Iteration 64Q: 3 clusters Score -1501569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1501574.250000 Penalty: 4586.110352
	Iteration 65Q: 3 clusters Score -1501574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1501574.250000 Penalty: 4586.110352
	Iteration 66Q: 3 clusters Score -1501574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1501573.625000 Penalty: 4586.110352
	Iteration 67Q: 3 clusters Score -1501574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1501577.875000 Penalty: 4586.110352
	Iteration 68Q: 3 clusters Score -1501578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1501579.000000 Penalty: 4586.110352
	Iteration 69Q: 3 clusters Score -1501579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1501577.375000 Penalty: 4586.110352
	Iteration 70Q: 3 clusters Score -1501577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1501579.875000 Penalty: 4586.110352
	Iteration 71Q: 3 clusters Score -1501580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1501579.875000 Penalty: 4586.110352
	Iteration 72F: 3 clusters Score -1501580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Entering Unmasked Estep 
Score: -1019975.562500 Penalty: 2194.964111
	Iteration 0F: 2 clusters Score -1019976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1014199.812500 Penalty: 4389.928223
	Iteration 0F: 3 clusters Score -1014200 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1015731.375000 Penalty: 4389.928223
	Iteration 1F: 3 clusters Score -1015731 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1016065.125000 Penalty: 4389.928223
	Iteration 2F: 3 clusters Score -1016065 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1016295.937500 Penalty: 4389.928223
	Iteration 3F: 3 clusters Score -1016296 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1016467.812500 Penalty: 4389.928223
	Iteration 4Q: 3 clusters Score -1016468 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1016632.000000 Penalty: 4389.928223
	Iteration 5Q: 3 clusters Score -1016632 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1016809.000000 Penalty: 4389.928223
	Iteration 6Q: 3 clusters Score -1016809 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1016985.875000 Penalty: 4389.928223
	Iteration 7Q: 3 clusters Score -1016986 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1017174.375000 Penalty: 4389.928223
	Iteration 8Q: 3 clusters Score -1017174 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1017334.437500 Penalty: 4389.928223
	Iteration 9Q: 3 clusters Score -1017334 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1017469.125000 Penalty: 4389.928223
	Iteration 10Q: 3 clusters Score -1017469 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1017575.062500 Penalty: 4389.928223
	Iteration 11Q: 3 clusters Score -1017575 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1017664.187500 Penalty: 4389.928223
	Iteration 12Q: 3 clusters Score -1017664 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1017741.812500 Penalty: 4389.928223
	Iteration 13Q: 3 clusters Score -1017742 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1017806.000000 Penalty: 4389.928223
	Iteration 14Q: 3 clusters Score -1017806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1017844.062500 Penalty: 4389.928223
	Iteration 15Q: 3 clusters Score -1017844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1017879.875000 Penalty: 4389.928223
	Iteration 16Q: 3 clusters Score -1017880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1017907.687500 Penalty: 4389.928223
	Iteration 17Q: 3 clusters Score -1017908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1017929.375000 Penalty: 4389.928223
	Iteration 18Q: 3 clusters Score -1017929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1017952.625000 Penalty: 4389.928223
	Iteration 19Q: 3 clusters Score -1017953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1017985.875000 Penalty: 4389.928223
	Iteration 20F: 3 clusters Score -1017986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1018025.125000 Penalty: 4389.928223
	Iteration 21Q: 3 clusters Score -1018025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1018066.562500 Penalty: 4389.928223
	Iteration 22Q: 3 clusters Score -1018067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1018108.437500 Penalty: 4389.928223
	Iteration 23Q: 3 clusters Score -1018108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1018147.062500 Penalty: 4389.928223
	Iteration 24Q: 3 clusters Score -1018147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1018186.875000 Penalty: 4389.928223
	Iteration 25Q: 3 clusters Score -1018187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1018207.687500 Penalty: 4389.928223
	Iteration 26Q: 3 clusters Score -1018208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1018229.625000 Penalty: 4389.928223
	Iteration 27Q: 3 clusters Score -1018230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1018244.437500 Penalty: 4389.928223
	Iteration 28Q: 3 clusters Score -1018244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1018256.937500 Penalty: 4389.928223
	Iteration 29Q: 3 clusters Score -1018257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1018265.312500 Penalty: 4389.928223
	Iteration 30Q: 3 clusters Score -1018265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1018276.187500 Penalty: 4389.928223
	Iteration 31Q: 3 clusters Score -1018276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1018285.312500 Penalty: 4389.928223
	Iteration 32Q: 3 clusters Score -1018285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1018298.562500 Penalty: 4389.928223
	Iteration 33Q: 3 clusters Score -1018299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1018307.812500 Penalty: 4389.928223
	Iteration 34Q: 3 clusters Score -1018308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1018314.687500 Penalty: 4389.928223
	Iteration 35Q: 3 clusters Score -1018315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1018318.687500 Penalty: 4389.928223
	Iteration 36Q: 3 clusters Score -1018319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1018323.125000 Penalty: 4389.928223
	Iteration 37Q: 3 clusters Score -1018323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1018325.250000 Penalty: 4389.928223
	Iteration 38Q: 3 clusters Score -1018325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1018325.500000 Penalty: 4389.928223
	Iteration 39Q: 3 clusters Score -1018326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1018327.500000 Penalty: 4389.928223
	Iteration 40F: 3 clusters Score -1018328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1018328.562500 Penalty: 4389.928223
	Iteration 41Q: 3 clusters Score -1018329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1018328.562500 Penalty: 4389.928223
	Iteration 42F: 3 clusters Score -1018329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Entering Unmasked Estep 
Score: -9133290.000000 Penalty: 2735.658691
	Iteration 0F: 2 clusters Score -9133290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -9091805.000000 Penalty: 5471.317383
	Iteration 0F: 3 clusters Score -9091805 nChanged 28762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -9108071.000000 Penalty: 5471.317383
	Iteration 1F: 3 clusters Score -9108071 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -9108586.000000 Penalty: 5471.317383
	Iteration 2Q: 3 clusters Score -9108586 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -9109125.000000 Penalty: 5471.317383
	Iteration 3Q: 3 clusters Score -9109125 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -9109672.000000 Penalty: 5471.317383
	Iteration 4Q: 3 clusters Score -9109672 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -9110447.000000 Penalty: 5471.317383
	Iteration 5Q: 3 clusters Score -9110447 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -9111620.000000 Penalty: 5471.317383
	Iteration 6Q: 3 clusters Score -9111620 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -9113510.000000 Penalty: 5471.317383
	Iteration 7F: 3 clusters Score -9113510 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -9116476.000000 Penalty: 5471.317383
	Iteration 8F: 3 clusters Score -9116476 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -9120575.000000 Penalty: 5471.317383
	Iteration 9F: 3 clusters Score -9120575 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -9124755.000000 Penalty: 5471.317383
	Iteration 10F: 3 clusters Score -9124755 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -9127946.000000 Penalty: 5471.317383
	Iteration 11F: 3 clusters Score -9127946 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9129618.000000 Penalty: 5471.317383
	Iteration 12Q: 3 clusters Score -9129618 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9130308.000000 Penalty: 5471.317383
	Iteration 13Q: 3 clusters Score -9130308 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9130606.000000 Penalty: 5471.317383
	Iteration 14Q: 3 clusters Score -9130606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9130740.000000 Penalty: 5471.317383
	Iteration 15Q: 3 clusters Score -9130740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9130788.000000 Penalty: 5471.317383
	Iteration 16Q: 3 clusters Score -9130788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9130837.000000 Penalty: 5471.317383
	Iteration 17Q: 3 clusters Score -9130837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9130847.000000 Penalty: 5471.317383
	Iteration 18Q: 3 clusters Score -9130847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9130852.000000 Penalty: 5471.317383
	Iteration 19Q: 3 clusters Score -9130852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9130873.000000 Penalty: 5471.317383
	Iteration 20F: 3 clusters Score -9130873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9130888.000000 Penalty: 5471.317383
	Iteration 21Q: 3 clusters Score -9130888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9130900.000000 Penalty: 5471.317383
	Iteration 22Q: 3 clusters Score -9130900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9130908.000000 Penalty: 5471.317383
	Iteration 23Q: 3 clusters Score -9130908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9130913.000000 Penalty: 5471.317383
	Iteration 24Q: 3 clusters Score -9130913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9130920.000000 Penalty: 5471.317383
	Iteration 25Q: 3 clusters Score -9130920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9130924.000000 Penalty: 5471.317383
	Iteration 26Q: 3 clusters Score -9130924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9130923.000000 Penalty: 5471.317383
	Iteration 27Q: 3 clusters Score -9130923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9130923.000000 Penalty: 5471.317383
	Iteration 28Q: 3 clusters Score -9130923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9130923.000000 Penalty: 5471.317383
	Iteration 29Q: 3 clusters Score -9130923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9130922.000000 Penalty: 5471.317383
	Iteration 30Q: 3 clusters Score -9130922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9130926.000000 Penalty: 5471.317383
	Iteration 31Q: 3 clusters Score -9130926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9130926.000000 Penalty: 5471.317383
	Iteration 32F: 3 clusters Score -9130926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -137908.937500 Penalty: 1706.335205
	Iteration 0F: 2 clusters Score -137908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135985.234375 Penalty: 3412.670410
	Iteration 0F: 3 clusters Score -135985.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -136236.296875 Penalty: 3412.670410
	Iteration 1F: 3 clusters Score -136236.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136315.515625 Penalty: 3412.670410
	Iteration 2F: 3 clusters Score -136315.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136386.453125 Penalty: 3412.670410
	Iteration 3Q: 3 clusters Score -136386.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136446.484375 Penalty: 3412.670410
	Iteration 4Q: 3 clusters Score -136446.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -136480.328125 Penalty: 3412.670410
	Iteration 5Q: 3 clusters Score -136480.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136504.687500 Penalty: 3412.670410
	Iteration 6Q: 3 clusters Score -136504.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -136525.437500 Penalty: 3412.670410
	Iteration 7Q: 3 clusters Score -136525.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136540.296875 Penalty: 3412.670410
	Iteration 8Q: 3 clusters Score -136540.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -136554.968750 Penalty: 3412.670410
	Iteration 9Q: 3 clusters Score -136555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136574.734375 Penalty: 3412.670410
	Iteration 10Q: 3 clusters Score -136574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136586.140625 Penalty: 3412.670410
	Iteration 11Q: 3 clusters Score -136586.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136596.312500 Penalty: 3412.670410
	Iteration 12Q: 3 clusters Score -136596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -136602.703125 Penalty: 3412.670410
	Iteration 13Q: 3 clusters Score -136602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -136605.750000 Penalty: 3412.670410
	Iteration 14Q: 3 clusters Score -136605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136607.078125 Penalty: 3412.670410
	Iteration 15Q: 3 clusters Score -136607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136607.078125 Penalty: 3412.670410
	Iteration 16F: 3 clusters Score -136607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -892565.375000 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -892565.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -887109.500000 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -887109.5 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -888688.250000 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -888688.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -889151.000000 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -889151 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -889535.187500 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -889535.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -889943.625000 Penalty: 4351.521973
	Iteration 4F: 3 clusters Score -889943.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -890260.187500 Penalty: 4351.521973
	Iteration 5F: 3 clusters Score -890260.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -890488.187500 Penalty: 4351.521973
	Iteration 6F: 3 clusters Score -890488.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -890649.312500 Penalty: 4351.521973
	Iteration 7Q: 3 clusters Score -890649.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -890738.812500 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -890738.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -890806.875000 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -890806.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -890851.500000 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -890851.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -890887.062500 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -890887.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -890909.125000 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -890909.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -890925.062500 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -890925.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -890934.000000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -890934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -890943.500000 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -890943.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -890953.625000 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -890953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -890953.250000 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -890953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -890955.250000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -890955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -890958.062500 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -890958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -890958.750000 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -890958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -890958.312500 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -890958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -890958.750000 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -890958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -890960.187500 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -890960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -890961.875000 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -890961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -890962.875000 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -890962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -890962.937500 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -890962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -890963.937500 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -890963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -890964.687500 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -890964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -890964.312500 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -890964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -890964.312500 Penalty: 4351.521973
	Iteration 30F: 3 clusters Score -890964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Entering Unmasked Estep 
Score: -3413928.250000 Penalty: 2511.543213
	Iteration 0F: 2 clusters Score -3413928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3396492.000000 Penalty: 5023.086426
	Iteration 0F: 3 clusters Score -3396492 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3402725.500000 Penalty: 5023.086426
	Iteration 1F: 3 clusters Score -3402726 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3403408.750000 Penalty: 5023.086426
	Iteration 2F: 3 clusters Score -3403409 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3404103.250000 Penalty: 5023.086426
	Iteration 3F: 3 clusters Score -3404103 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3404901.500000 Penalty: 5023.086426
	Iteration 4F: 3 clusters Score -3404902 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3405712.750000 Penalty: 5023.086426
	Iteration 5F: 3 clusters Score -3405713 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3406517.250000 Penalty: 5023.086426
	Iteration 6F: 3 clusters Score -3406517 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3407356.500000 Penalty: 5023.086426
	Iteration 7F: 3 clusters Score -3407356 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3408138.000000 Penalty: 5023.086426
	Iteration 8Q: 3 clusters Score -3408138 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3408761.750000 Penalty: 5023.086426
	Iteration 9Q: 3 clusters Score -3408762 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3409272.250000 Penalty: 5023.086426
	Iteration 10Q: 3 clusters Score -3409272 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3409618.750000 Penalty: 5023.086426
	Iteration 11Q: 3 clusters Score -3409619 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3409867.250000 Penalty: 5023.086426
	Iteration 12Q: 3 clusters Score -3409867 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3410055.750000 Penalty: 5023.086426
	Iteration 13Q: 3 clusters Score -3410056 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -3410221.250000 Penalty: 5023.086426
	Iteration 14Q: 3 clusters Score -3410221 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3410389.750000 Penalty: 5023.086426
	Iteration 15Q: 3 clusters Score -3410390 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3410537.750000 Penalty: 5023.086426
	Iteration 16Q: 3 clusters Score -3410538 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3410683.000000 Penalty: 5023.086426
	Iteration 17Q: 3 clusters Score -3410683 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3410834.250000 Penalty: 5023.086426
	Iteration 18Q: 3 clusters Score -3410834 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3410946.000000 Penalty: 5023.086426
	Iteration 19Q: 3 clusters Score -3410946 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3411073.250000 Penalty: 5023.086426
	Iteration 20F: 3 clusters Score -3411073 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3411179.750000 Penalty: 5023.086426
	Iteration 21Q: 3 clusters Score -3411180 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3411309.250000 Penalty: 5023.086426
	Iteration 22Q: 3 clusters Score -3411309 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3411417.500000 Penalty: 5023.086426
	Iteration 23Q: 3 clusters Score -3411418 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3411505.750000 Penalty: 5023.086426
	Iteration 24Q: 3 clusters Score -3411506 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3411594.750000 Penalty: 5023.086426
	Iteration 25Q: 3 clusters Score -3411595 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3411663.250000 Penalty: 5023.086426
	Iteration 26Q: 3 clusters Score -3411663 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3411729.250000 Penalty: 5023.086426
	Iteration 27Q: 3 clusters Score -3411729 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3411795.750000 Penalty: 5023.086426
	Iteration 28Q: 3 clusters Score -3411796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3411855.500000 Penalty: 5023.086426
	Iteration 29Q: 3 clusters Score -3411856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3411891.500000 Penalty: 5023.086426
	Iteration 30Q: 3 clusters Score -3411892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3411944.750000 Penalty: 5023.086426
	Iteration 31Q: 3 clusters Score -3411945 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3411991.750000 Penalty: 5023.086426
	Iteration 32Q: 3 clusters Score -3411992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3412010.000000 Penalty: 5023.086426
	Iteration 33Q: 3 clusters Score -3412010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3412047.000000 Penalty: 5023.086426
	Iteration 34Q: 3 clusters Score -3412047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3412073.250000 Penalty: 5023.086426
	Iteration 35Q: 3 clusters Score -3412073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3412102.250000 Penalty: 5023.086426
	Iteration 36Q: 3 clusters Score -3412102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3412123.500000 Penalty: 5023.086426
	Iteration 37Q: 3 clusters Score -3412124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3412140.250000 Penalty: 5023.086426
	Iteration 38Q: 3 clusters Score -3412140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3412158.500000 Penalty: 5023.086426
	Iteration 39Q: 3 clusters Score -3412158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3412173.750000 Penalty: 5023.086426
	Iteration 40F: 3 clusters Score -3412174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3412167.500000 Penalty: 5023.086426
	Iteration 41Q: 3 clusters Score -3412168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3412188.250000 Penalty: 5023.086426
	Iteration 42Q: 3 clusters Score -3412188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3412192.500000 Penalty: 5023.086426
	Iteration 43Q: 3 clusters Score -3412192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3412201.250000 Penalty: 5023.086426
	Iteration 44Q: 3 clusters Score -3412201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3412216.000000 Penalty: 5023.086426
	Iteration 45Q: 3 clusters Score -3412216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3412219.500000 Penalty: 5023.086426
	Iteration 46Q: 3 clusters Score -3412220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3412225.250000 Penalty: 5023.086426
	Iteration 47Q: 3 clusters Score -3412225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3412230.500000 Penalty: 5023.086426
	Iteration 48Q: 3 clusters Score -3412230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3412241.750000 Penalty: 5023.086426
	Iteration 49Q: 3 clusters Score -3412242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3412248.500000 Penalty: 5023.086426
	Iteration 50Q: 3 clusters Score -3412248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3412258.500000 Penalty: 5023.086426
	Iteration 51Q: 3 clusters Score -3412258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3412261.000000 Penalty: 5023.086426
	Iteration 52Q: 3 clusters Score -3412261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3412270.250000 Penalty: 5023.086426
	Iteration 53Q: 3 clusters Score -3412270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3412285.500000 Penalty: 5023.086426
	Iteration 54Q: 3 clusters Score -3412286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3412288.500000 Penalty: 5023.086426
	Iteration 55Q: 3 clusters Score -3412288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3412284.500000 Penalty: 5023.086426
	Iteration 56Q: 3 clusters Score -3412284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3412290.000000 Penalty: 5023.086426
	Iteration 57Q: 3 clusters Score -3412290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3412295.750000 Penalty: 5023.086426
	Iteration 58Q: 3 clusters Score -3412296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3412301.250000 Penalty: 5023.086426
	Iteration 59Q: 3 clusters Score -3412301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3412302.000000 Penalty: 5023.086426
	Iteration 60F: 3 clusters Score -3412302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3412302.000000 Penalty: 5023.086426
	Iteration 61Q: 3 clusters Score -3412302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3412308.500000 Penalty: 5023.086426
	Iteration 62Q: 3 clusters Score -3412308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3412313.000000 Penalty: 5023.086426
	Iteration 63Q: 3 clusters Score -3412313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3412310.250000 Penalty: 5023.086426
	Iteration 64Q: 3 clusters Score -3412310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3412312.250000 Penalty: 5023.086426
	Iteration 65Q: 3 clusters Score -3412312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3412315.250000 Penalty: 5023.086426
	Iteration 66Q: 3 clusters Score -3412315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3412317.250000 Penalty: 5023.086426
	Iteration 67Q: 3 clusters Score -3412317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3412317.500000 Penalty: 5023.086426
	Iteration 68Q: 3 clusters Score -3412318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3412317.500000 Penalty: 5023.086426
	Iteration 69F: 3 clusters Score -3412318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -181066.171875 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -181066.2 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 652 members 
Entering Unmasked Estep 
Score: -178869.812500 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -178869.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179294.921875 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -179294.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -179494.468750 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -179494.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179612.828125 Penalty: 3570.669922
	Iteration 3F: 3 clusters Score -179612.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179710.015625 Penalty: 3570.669922
	Iteration 4Q: 3 clusters Score -179710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179770.906250 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -179770.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179832.875000 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -179832.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179885.734375 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -179885.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179922.640625 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -179922.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179952.125000 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -179952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179970.359375 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -179970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179980.265625 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -179980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179986.218750 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -179986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179990.703125 Penalty: 3570.669922
	Iteration 13Q: 3 clusters Score -179990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -179995.796875 Penalty: 3570.669922
	Iteration 14Q: 3 clusters Score -179995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179998.656250 Penalty: 3570.669922
	Iteration 15Q: 3 clusters Score -179998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180002.265625 Penalty: 3570.669922
	Iteration 16Q: 3 clusters Score -180002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -180003.859375 Penalty: 3570.669922
	Iteration 17Q: 3 clusters Score -180003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180006.671875 Penalty: 3570.669922
	Iteration 18Q: 3 clusters Score -180006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -180013.093750 Penalty: 3570.669922
	Iteration 19Q: 3 clusters Score -180013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -180013.859375 Penalty: 3570.669922
	Iteration 20F: 3 clusters Score -180013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -180015.171875 Penalty: 3570.669922
	Iteration 21Q: 3 clusters Score -180015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -180017.765625 Penalty: 3570.669922
	Iteration 22Q: 3 clusters Score -180017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -180017.765625 Penalty: 3570.669922
	Iteration 23F: 3 clusters Score -180017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Entering Unmasked Estep 
Score: -1633677.500000 Penalty: 2303.113037
	Iteration 0F: 2 clusters Score -1633678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1625475.000000 Penalty: 4606.226074
	Iteration 0F: 3 clusters Score -1625475 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1627916.375000 Penalty: 4606.226074
	Iteration 1F: 3 clusters Score -1627916 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1628174.750000 Penalty: 4606.226074
	Iteration 2F: 3 clusters Score -1628175 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1628350.750000 Penalty: 4606.226074
	Iteration 3Q: 3 clusters Score -1628351 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1628511.250000 Penalty: 4606.226074
	Iteration 4Q: 3 clusters Score -1628511 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1628633.000000 Penalty: 4606.226074
	Iteration 5Q: 3 clusters Score -1628633 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1628737.375000 Penalty: 4606.226074
	Iteration 6Q: 3 clusters Score -1628737 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1628827.000000 Penalty: 4606.226074
	Iteration 7Q: 3 clusters Score -1628827 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1628910.750000 Penalty: 4606.226074
	Iteration 8Q: 3 clusters Score -1628911 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1628999.250000 Penalty: 4606.226074
	Iteration 9Q: 3 clusters Score -1628999 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1629094.375000 Penalty: 4606.226074
	Iteration 10Q: 3 clusters Score -1629094 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1629195.625000 Penalty: 4606.226074
	Iteration 11Q: 3 clusters Score -1629196 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1629339.750000 Penalty: 4606.226074
	Iteration 12Q: 3 clusters Score -1629340 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1629509.625000 Penalty: 4606.226074
	Iteration 13Q: 3 clusters Score -1629510 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1629699.500000 Penalty: 4606.226074
	Iteration 14Q: 3 clusters Score -1629700 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1629941.125000 Penalty: 4606.226074
	Iteration 15Q: 3 clusters Score -1629941 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1630202.250000 Penalty: 4606.226074
	Iteration 16Q: 3 clusters Score -1630202 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1630492.375000 Penalty: 4606.226074
	Iteration 17Q: 3 clusters Score -1630492 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1630736.000000 Penalty: 4606.226074
	Iteration 18Q: 3 clusters Score -1630736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1630945.250000 Penalty: 4606.226074
	Iteration 19Q: 3 clusters Score -1630945 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1631113.250000 Penalty: 4606.226074
	Iteration 20F: 3 clusters Score -1631113 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1631231.250000 Penalty: 4606.226074
	Iteration 21Q: 3 clusters Score -1631231 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1631327.750000 Penalty: 4606.226074
	Iteration 22Q: 3 clusters Score -1631328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1631405.875000 Penalty: 4606.226074
	Iteration 23Q: 3 clusters Score -1631406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1631469.625000 Penalty: 4606.226074
	Iteration 24Q: 3 clusters Score -1631470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1631503.375000 Penalty: 4606.226074
	Iteration 25Q: 3 clusters Score -1631503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1631533.875000 Penalty: 4606.226074
	Iteration 26Q: 3 clusters Score -1631534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1631557.625000 Penalty: 4606.226074
	Iteration 27Q: 3 clusters Score -1631558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1631574.125000 Penalty: 4606.226074
	Iteration 28Q: 3 clusters Score -1631574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1631587.125000 Penalty: 4606.226074
	Iteration 29Q: 3 clusters Score -1631587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1631602.125000 Penalty: 4606.226074
	Iteration 30Q: 3 clusters Score -1631602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1631614.250000 Penalty: 4606.226074
	Iteration 31Q: 3 clusters Score -1631614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1631627.000000 Penalty: 4606.226074
	Iteration 32Q: 3 clusters Score -1631627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1631632.250000 Penalty: 4606.226074
	Iteration 33Q: 3 clusters Score -1631632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1631634.875000 Penalty: 4606.226074
	Iteration 34Q: 3 clusters Score -1631635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1631644.000000 Penalty: 4606.226074
	Iteration 35Q: 3 clusters Score -1631644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1631655.000000 Penalty: 4606.226074
	Iteration 36Q: 3 clusters Score -1631655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1631660.750000 Penalty: 4606.226074
	Iteration 37Q: 3 clusters Score -1631661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1631665.125000 Penalty: 4606.226074
	Iteration 38Q: 3 clusters Score -1631665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1631665.750000 Penalty: 4606.226074
	Iteration 39Q: 3 clusters Score -1631666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1631665.750000 Penalty: 4606.226074
	Iteration 40F: 3 clusters Score -1631666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Entering Unmasked Estep 
Score: -5007948.000000 Penalty: 2587.083740
	Iteration 0F: 2 clusters Score -5007948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -4984904.500000 Penalty: 5174.167480
	Iteration 0F: 3 clusters Score -4984904 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4993143.500000 Penalty: 5174.167480
	Iteration 1F: 3 clusters Score -4993144 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4993575.500000 Penalty: 5174.167480
	Iteration 2Q: 3 clusters Score -4993576 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4993889.500000 Penalty: 5174.167480
	Iteration 3Q: 3 clusters Score -4993890 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4994192.500000 Penalty: 5174.167480
	Iteration 4Q: 3 clusters Score -4994192 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4994507.000000 Penalty: 5174.167480
	Iteration 5Q: 3 clusters Score -4994507 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4994823.000000 Penalty: 5174.167480
	Iteration 6Q: 3 clusters Score -4994823 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4995199.000000 Penalty: 5174.167480
	Iteration 7Q: 3 clusters Score -4995199 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4995644.000000 Penalty: 5174.167480
	Iteration 8Q: 3 clusters Score -4995644 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4996314.500000 Penalty: 5174.167480
	Iteration 9Q: 3 clusters Score -4996314 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4997257.500000 Penalty: 5174.167480
	Iteration 10Q: 3 clusters Score -4997258 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4998457.000000 Penalty: 5174.167480
	Iteration 11Q: 3 clusters Score -4998457 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -4999797.500000 Penalty: 5174.167480
	Iteration 12F: 3 clusters Score -4999798 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5001173.000000 Penalty: 5174.167480
	Iteration 13F: 3 clusters Score -5001173 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5002409.500000 Penalty: 5174.167480
	Iteration 14Q: 3 clusters Score -5002410 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -5003313.000000 Penalty: 5174.167480
	Iteration 15Q: 3 clusters Score -5003313 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5004036.500000 Penalty: 5174.167480
	Iteration 16Q: 3 clusters Score -5004036 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -5004546.500000 Penalty: 5174.167480
	Iteration 17Q: 3 clusters Score -5004546 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5004929.500000 Penalty: 5174.167480
	Iteration 18Q: 3 clusters Score -5004930 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5005201.500000 Penalty: 5174.167480
	Iteration 19Q: 3 clusters Score -5005202 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -5005335.500000 Penalty: 5174.167480
	Iteration 20F: 3 clusters Score -5005336 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5005432.500000 Penalty: 5174.167480
	Iteration 21Q: 3 clusters Score -5005432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5005495.500000 Penalty: 5174.167480
	Iteration 22Q: 3 clusters Score -5005496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5005541.000000 Penalty: 5174.167480
	Iteration 23Q: 3 clusters Score -5005541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5005581.000000 Penalty: 5174.167480
	Iteration 24Q: 3 clusters Score -5005581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -5005606.500000 Penalty: 5174.167480
	Iteration 25Q: 3 clusters Score -5005606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5005643.500000 Penalty: 5174.167480
	Iteration 26Q: 3 clusters Score -5005644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -5005662.500000 Penalty: 5174.167480
	Iteration 27Q: 3 clusters Score -5005662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -5005685.000000 Penalty: 5174.167480
	Iteration 28Q: 3 clusters Score -5005685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -5005696.500000 Penalty: 5174.167480
	Iteration 29Q: 3 clusters Score -5005696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -5005714.500000 Penalty: 5174.167480
	Iteration 30Q: 3 clusters Score -5005714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -5005720.000000 Penalty: 5174.167480
	Iteration 31Q: 3 clusters Score -5005720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5005727.000000 Penalty: 5174.167480
	Iteration 32Q: 3 clusters Score -5005727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -5005728.500000 Penalty: 5174.167480
	Iteration 33Q: 3 clusters Score -5005728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -5005728.000000 Penalty: 5174.167480
	Iteration 34Q: 3 clusters Score -5005728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -5005728.500000 Penalty: 5174.167480
	Iteration 35Q: 3 clusters Score -5005728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -5005731.500000 Penalty: 5174.167480
	Iteration 36Q: 3 clusters Score -5005732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5005744.500000 Penalty: 5174.167480
	Iteration 37Q: 3 clusters Score -5005744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5005746.500000 Penalty: 5174.167480
	Iteration 38Q: 3 clusters Score -5005746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -5005749.000000 Penalty: 5174.167480
	Iteration 39Q: 3 clusters Score -5005749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -5005749.000000 Penalty: 5174.167480
	Iteration 40F: 3 clusters Score -5005749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -5005755.000000 Penalty: 5174.167480
	Iteration 41Q: 3 clusters Score -5005755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5005751.500000 Penalty: 5174.167480
	Iteration 42Q: 3 clusters Score -5005752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5005760.500000 Penalty: 5174.167480
	Iteration 43Q: 3 clusters Score -5005760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -5005758.500000 Penalty: 5174.167480
	Iteration 44Q: 3 clusters Score -5005758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -5005759.000000 Penalty: 5174.167480
	Iteration 45Q: 3 clusters Score -5005759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -5005764.500000 Penalty: 5174.167480
	Iteration 46Q: 3 clusters Score -5005764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -5005773.000000 Penalty: 5174.167480
	Iteration 47Q: 3 clusters Score -5005773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5005775.500000 Penalty: 5174.167480
	Iteration 48Q: 3 clusters Score -5005776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -5005777.500000 Penalty: 5174.167480
	Iteration 49Q: 3 clusters Score -5005778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -5005781.000000 Penalty: 5174.167480
	Iteration 50Q: 3 clusters Score -5005781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5005781.000000 Penalty: 5174.167480
	Iteration 51Q: 3 clusters Score -5005781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -5005784.500000 Penalty: 5174.167480
	Iteration 52Q: 3 clusters Score -5005784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5005782.000000 Penalty: 5174.167480
	Iteration 53Q: 3 clusters Score -5005782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5005782.000000 Penalty: 5174.167480
	Iteration 54F: 3 clusters Score -5005782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Entering Unmasked Estep 
Score: -1953718.125000 Penalty: 2361.185303
	Iteration 0F: 2 clusters Score -1953718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1943662.750000 Penalty: 4722.370605
	Iteration 0F: 3 clusters Score -1943663 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1946867.875000 Penalty: 4722.370605
	Iteration 1F: 3 clusters Score -1946868 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1947401.125000 Penalty: 4722.370605
	Iteration 2F: 3 clusters Score -1947401 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1948009.000000 Penalty: 4722.370605
	Iteration 3F: 3 clusters Score -1948009 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1948749.750000 Penalty: 4722.370605
	Iteration 4F: 3 clusters Score -1948750 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1949752.875000 Penalty: 4722.370605
	Iteration 5F: 3 clusters Score -1949753 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1950634.000000 Penalty: 4722.370605
	Iteration 6F: 3 clusters Score -1950634 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1951308.250000 Penalty: 4722.370605
	Iteration 7F: 3 clusters Score -1951308 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1951756.000000 Penalty: 4722.370605
	Iteration 8Q: 3 clusters Score -1951756 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1952051.375000 Penalty: 4722.370605
	Iteration 9Q: 3 clusters Score -1952051 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1952269.250000 Penalty: 4722.370605
	Iteration 10Q: 3 clusters Score -1952269 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1952438.750000 Penalty: 4722.370605
	Iteration 11Q: 3 clusters Score -1952439 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1952591.625000 Penalty: 4722.370605
	Iteration 12Q: 3 clusters Score -1952592 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1952695.625000 Penalty: 4722.370605
	Iteration 13Q: 3 clusters Score -1952696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1952771.250000 Penalty: 4722.370605
	Iteration 14Q: 3 clusters Score -1952771 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1952842.875000 Penalty: 4722.370605
	Iteration 15Q: 3 clusters Score -1952843 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1952919.750000 Penalty: 4722.370605
	Iteration 16Q: 3 clusters Score -1952920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1952980.750000 Penalty: 4722.370605
	Iteration 17Q: 3 clusters Score -1952981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1953039.375000 Penalty: 4722.370605
	Iteration 18Q: 3 clusters Score -1953039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1953086.875000 Penalty: 4722.370605
	Iteration 19Q: 3 clusters Score -1953087 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1953127.875000 Penalty: 4722.370605
	Iteration 20F: 3 clusters Score -1953128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1953161.500000 Penalty: 4722.370605
	Iteration 21Q: 3 clusters Score -1953162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1953186.125000 Penalty: 4722.370605
	Iteration 22Q: 3 clusters Score -1953186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1953216.375000 Penalty: 4722.370605
	Iteration 23Q: 3 clusters Score -1953216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1953235.625000 Penalty: 4722.370605
	Iteration 24Q: 3 clusters Score -1953236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1953254.500000 Penalty: 4722.370605
	Iteration 25Q: 3 clusters Score -1953254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1953265.250000 Penalty: 4722.370605
	Iteration 26Q: 3 clusters Score -1953265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1953289.125000 Penalty: 4722.370605
	Iteration 27Q: 3 clusters Score -1953289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1953315.750000 Penalty: 4722.370605
	Iteration 28Q: 3 clusters Score -1953316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1953339.000000 Penalty: 4722.370605
	Iteration 29Q: 3 clusters Score -1953339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1953354.500000 Penalty: 4722.370605
	Iteration 30Q: 3 clusters Score -1953354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1953365.625000 Penalty: 4722.370605
	Iteration 31Q: 3 clusters Score -1953366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1953383.375000 Penalty: 4722.370605
	Iteration 32Q: 3 clusters Score -1953383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1953395.500000 Penalty: 4722.370605
	Iteration 33Q: 3 clusters Score -1953396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1953407.625000 Penalty: 4722.370605
	Iteration 34Q: 3 clusters Score -1953408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1953410.250000 Penalty: 4722.370605
	Iteration 35Q: 3 clusters Score -1953410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1953421.875000 Penalty: 4722.370605
	Iteration 36Q: 3 clusters Score -1953422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1953425.875000 Penalty: 4722.370605
	Iteration 37Q: 3 clusters Score -1953426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1953428.875000 Penalty: 4722.370605
	Iteration 38Q: 3 clusters Score -1953429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1953437.375000 Penalty: 4722.370605
	Iteration 39Q: 3 clusters Score -1953437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1953433.000000 Penalty: 4722.370605
	Iteration 40F: 3 clusters Score -1953433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1953437.000000 Penalty: 4722.370605
	Iteration 41Q: 3 clusters Score -1953437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1953439.125000 Penalty: 4722.370605
	Iteration 42Q: 3 clusters Score -1953439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1953440.250000 Penalty: 4722.370605
	Iteration 43Q: 3 clusters Score -1953440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1953442.125000 Penalty: 4722.370605
	Iteration 44Q: 3 clusters Score -1953442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1953443.375000 Penalty: 4722.370605
	Iteration 45Q: 3 clusters Score -1953443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1953445.750000 Penalty: 4722.370605
	Iteration 46Q: 3 clusters Score -1953446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1953443.500000 Penalty: 4722.370605
	Iteration 47Q: 3 clusters Score -1953444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1953446.750000 Penalty: 4722.370605
	Iteration 48Q: 3 clusters Score -1953447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1953444.250000 Penalty: 4722.370605
	Iteration 49Q: 3 clusters Score -1953444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1953444.375000 Penalty: 4722.370605
	Iteration 50Q: 3 clusters Score -1953444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1953448.500000 Penalty: 4722.370605
	Iteration 51Q: 3 clusters Score -1953448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1953452.375000 Penalty: 4722.370605
	Iteration 52Q: 3 clusters Score -1953452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1953451.625000 Penalty: 4722.370605
	Iteration 53Q: 3 clusters Score -1953452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1953455.250000 Penalty: 4722.370605
	Iteration 54Q: 3 clusters Score -1953455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1953454.750000 Penalty: 4722.370605
	Iteration 55Q: 3 clusters Score -1953455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1953454.375000 Penalty: 4722.370605
	Iteration 56Q: 3 clusters Score -1953454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1953457.125000 Penalty: 4722.370605
	Iteration 57Q: 3 clusters Score -1953457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1953458.500000 Penalty: 4722.370605
	Iteration 58Q: 3 clusters Score -1953458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1953458.500000 Penalty: 4722.370605
	Iteration 59F: 3 clusters Score -1953458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -170147.578125 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -170147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -167952.578125 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -167952.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -168336.781250 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -168336.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168432.421875 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -168432.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168483.640625 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -168483.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -168506.531250 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -168506.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -168524.140625 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -168524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168527.671875 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -168527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168532.718750 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -168532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168537.921875 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -168537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168541.328125 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -168541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168543.937500 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -168543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -168548.406250 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -168548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168550.890625 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -168550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168553.953125 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -168554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168555.265625 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -168555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168556.046875 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -168556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168557.265625 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -168557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -168559.109375 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -168559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -168561.359375 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -168561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -168561.562500 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -168561.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168562.437500 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -168562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -168562.734375 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -168562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168568.765625 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -168568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -168572.328125 Penalty: 3613.951172
	Iteration 23Q: 3 clusters Score -168572.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -168576.296875 Penalty: 3613.951172
	Iteration 24Q: 3 clusters Score -168576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -168581.156250 Penalty: 3613.951172
	Iteration 25Q: 3 clusters Score -168581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -168589.140625 Penalty: 3613.951172
	Iteration 26Q: 3 clusters Score -168589.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -168594.640625 Penalty: 3613.951172
	Iteration 27Q: 3 clusters Score -168594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -168602.937500 Penalty: 3613.951172
	Iteration 28Q: 3 clusters Score -168602.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -168613.296875 Penalty: 3613.951172
	Iteration 29Q: 3 clusters Score -168613.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -168627.468750 Penalty: 3613.951172
	Iteration 30Q: 3 clusters Score -168627.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -168642.609375 Penalty: 3613.951172
	Iteration 31Q: 3 clusters Score -168642.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168659.703125 Penalty: 3613.951172
	Iteration 32Q: 3 clusters Score -168659.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168698.828125 Penalty: 3613.951172
	Iteration 33Q: 3 clusters Score -168698.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -168741.562500 Penalty: 3613.951172
	Iteration 34Q: 3 clusters Score -168741.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -168795.781250 Penalty: 3613.951172
	Iteration 35Q: 3 clusters Score -168795.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -168861.375000 Penalty: 3613.951172
	Iteration 36Q: 3 clusters Score -168861.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -168909.062500 Penalty: 3613.951172
	Iteration 37Q: 3 clusters Score -168909.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -168955.968750 Penalty: 3613.951172
	Iteration 38Q: 3 clusters Score -168956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -169021.953125 Penalty: 3613.951172
	Iteration 39Q: 3 clusters Score -169022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -169073.125000 Penalty: 3613.951172
	Iteration 40F: 3 clusters Score -169073.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -169113.031250 Penalty: 3613.951172
	Iteration 41Q: 3 clusters Score -169113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -169145.484375 Penalty: 3613.951172
	Iteration 42Q: 3 clusters Score -169145.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -169187.734375 Penalty: 3613.951172
	Iteration 43Q: 3 clusters Score -169187.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -169231.593750 Penalty: 3613.951172
	Iteration 44Q: 3 clusters Score -169231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -169260.468750 Penalty: 3613.951172
	Iteration 45Q: 3 clusters Score -169260.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -169274.140625 Penalty: 3613.951172
	Iteration 46Q: 3 clusters Score -169274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -169284.109375 Penalty: 3613.951172
	Iteration 47Q: 3 clusters Score -169284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -169291.937500 Penalty: 3613.951172
	Iteration 48Q: 3 clusters Score -169291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -169293.265625 Penalty: 3613.951172
	Iteration 49Q: 3 clusters Score -169293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -169293.890625 Penalty: 3613.951172
	Iteration 50Q: 3 clusters Score -169293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -169293.890625 Penalty: 3613.951172
	Iteration 51F: 3 clusters Score -169293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Entering Unmasked Estep 
Score: -1862330.875000 Penalty: 2343.069336
	Iteration 0F: 2 clusters Score -1862331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1853006.000000 Penalty: 4686.138672
	Iteration 0F: 3 clusters Score -1853006 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1855824.750000 Penalty: 4686.138672
	Iteration 1F: 3 clusters Score -1855825 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1856133.125000 Penalty: 4686.138672
	Iteration 2F: 3 clusters Score -1856133 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1856367.250000 Penalty: 4686.138672
	Iteration 3Q: 3 clusters Score -1856367 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1856542.375000 Penalty: 4686.138672
	Iteration 4Q: 3 clusters Score -1856542 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1856704.875000 Penalty: 4686.138672
	Iteration 5Q: 3 clusters Score -1856705 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1856879.125000 Penalty: 4686.138672
	Iteration 6Q: 3 clusters Score -1856879 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1857037.750000 Penalty: 4686.138672
	Iteration 7Q: 3 clusters Score -1857038 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1857179.875000 Penalty: 4686.138672
	Iteration 8Q: 3 clusters Score -1857180 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1857321.000000 Penalty: 4686.138672
	Iteration 9Q: 3 clusters Score -1857321 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1857468.250000 Penalty: 4686.138672
	Iteration 10Q: 3 clusters Score -1857468 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1857641.000000 Penalty: 4686.138672
	Iteration 11Q: 3 clusters Score -1857641 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1857828.000000 Penalty: 4686.138672
	Iteration 12Q: 3 clusters Score -1857828 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1858072.000000 Penalty: 4686.138672
	Iteration 13Q: 3 clusters Score -1858072 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1858346.375000 Penalty: 4686.138672
	Iteration 14Q: 3 clusters Score -1858346 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1858633.625000 Penalty: 4686.138672
	Iteration 15Q: 3 clusters Score -1858634 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1858883.750000 Penalty: 4686.138672
	Iteration 16Q: 3 clusters Score -1858884 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1859081.375000 Penalty: 4686.138672
	Iteration 17Q: 3 clusters Score -1859081 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1859257.875000 Penalty: 4686.138672
	Iteration 18Q: 3 clusters Score -1859258 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1859388.250000 Penalty: 4686.138672
	Iteration 19Q: 3 clusters Score -1859388 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1859486.375000 Penalty: 4686.138672
	Iteration 20F: 3 clusters Score -1859486 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1859578.250000 Penalty: 4686.138672
	Iteration 21Q: 3 clusters Score -1859578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1859634.000000 Penalty: 4686.138672
	Iteration 22Q: 3 clusters Score -1859634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1859693.375000 Penalty: 4686.138672
	Iteration 23Q: 3 clusters Score -1859693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1859745.750000 Penalty: 4686.138672
	Iteration 24Q: 3 clusters Score -1859746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1859788.875000 Penalty: 4686.138672
	Iteration 25Q: 3 clusters Score -1859789 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1859854.875000 Penalty: 4686.138672
	Iteration 26Q: 3 clusters Score -1859855 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1859899.875000 Penalty: 4686.138672
	Iteration 27Q: 3 clusters Score -1859900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1859946.375000 Penalty: 4686.138672
	Iteration 28Q: 3 clusters Score -1859946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1859995.000000 Penalty: 4686.138672
	Iteration 29Q: 3 clusters Score -1859995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1860062.750000 Penalty: 4686.138672
	Iteration 30Q: 3 clusters Score -1860063 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1860151.875000 Penalty: 4686.138672
	Iteration 31Q: 3 clusters Score -1860152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1860249.750000 Penalty: 4686.138672
	Iteration 32Q: 3 clusters Score -1860250 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1860391.375000 Penalty: 4686.138672
	Iteration 33Q: 3 clusters Score -1860391 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1860491.250000 Penalty: 4686.138672
	Iteration 34Q: 3 clusters Score -1860491 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1860547.375000 Penalty: 4686.138672
	Iteration 35Q: 3 clusters Score -1860547 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1860583.125000 Penalty: 4686.138672
	Iteration 36Q: 3 clusters Score -1860583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1860599.250000 Penalty: 4686.138672
	Iteration 37Q: 3 clusters Score -1860599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1860616.750000 Penalty: 4686.138672
	Iteration 38Q: 3 clusters Score -1860617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1860623.375000 Penalty: 4686.138672
	Iteration 39Q: 3 clusters Score -1860623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1860631.500000 Penalty: 4686.138672
	Iteration 40F: 3 clusters Score -1860632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1860633.500000 Penalty: 4686.138672
	Iteration 41Q: 3 clusters Score -1860634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1860637.000000 Penalty: 4686.138672
	Iteration 42Q: 3 clusters Score -1860637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1860637.750000 Penalty: 4686.138672
	Iteration 43Q: 3 clusters Score -1860638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1860637.000000 Penalty: 4686.138672
	Iteration 44Q: 3 clusters Score -1860637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1860636.250000 Penalty: 4686.138672
	Iteration 45Q: 3 clusters Score -1860636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1860639.875000 Penalty: 4686.138672
	Iteration 46Q: 3 clusters Score -1860640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1860640.875000 Penalty: 4686.138672
	Iteration 47Q: 3 clusters Score -1860641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1860640.875000 Penalty: 4686.138672
	Iteration 48F: 3 clusters Score -1860641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -462578.000000 Penalty: 2001.662231
	Iteration 0F: 2 clusters Score -462578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -459201.875000 Penalty: 4003.324463
	Iteration 0F: 3 clusters Score -459201.9 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -459879.562500 Penalty: 4003.324463
	Iteration 1F: 3 clusters Score -459879.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -460041.593750 Penalty: 4003.324463
	Iteration 2F: 3 clusters Score -460041.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -460165.687500 Penalty: 4003.324463
	Iteration 3F: 3 clusters Score -460165.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -460248.812500 Penalty: 4003.324463
	Iteration 4Q: 3 clusters Score -460248.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -460331.937500 Penalty: 4003.324463
	Iteration 5Q: 3 clusters Score -460331.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -460406.093750 Penalty: 4003.324463
	Iteration 6Q: 3 clusters Score -460406.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -460468.281250 Penalty: 4003.324463
	Iteration 7Q: 3 clusters Score -460468.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -460526.812500 Penalty: 4003.324463
	Iteration 8Q: 3 clusters Score -460526.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -460576.250000 Penalty: 4003.324463
	Iteration 9Q: 3 clusters Score -460576.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -460626.593750 Penalty: 4003.324463
	Iteration 10Q: 3 clusters Score -460626.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -460668.375000 Penalty: 4003.324463
	Iteration 11Q: 3 clusters Score -460668.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -460690.656250 Penalty: 4003.324463
	Iteration 12Q: 3 clusters Score -460690.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -460711.781250 Penalty: 4003.324463
	Iteration 13Q: 3 clusters Score -460711.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -460734.625000 Penalty: 4003.324463
	Iteration 14Q: 3 clusters Score -460734.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -460758.093750 Penalty: 4003.324463
	Iteration 15Q: 3 clusters Score -460758.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -460770.750000 Penalty: 4003.324463
	Iteration 16Q: 3 clusters Score -460770.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -460782.468750 Penalty: 4003.324463
	Iteration 17Q: 3 clusters Score -460782.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -460797.468750 Penalty: 4003.324463
	Iteration 18Q: 3 clusters Score -460797.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -460808.500000 Penalty: 4003.324463
	Iteration 19Q: 3 clusters Score -460808.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -460818.562500 Penalty: 4003.324463
	Iteration 20F: 3 clusters Score -460818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -460826.312500 Penalty: 4003.324463
	Iteration 21Q: 3 clusters Score -460826.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -460831.875000 Penalty: 4003.324463
	Iteration 22Q: 3 clusters Score -460831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -460835.562500 Penalty: 4003.324463
	Iteration 23Q: 3 clusters Score -460835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -460838.375000 Penalty: 4003.324463
	Iteration 24Q: 3 clusters Score -460838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -460838.375000 Penalty: 4003.324463
	Iteration 25Q: 3 clusters Score -460838.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -460838.375000 Penalty: 4003.324463
	Iteration 26F: 3 clusters Score -460838.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -323207.562500 Penalty: 1908.660767
	Iteration 0F: 2 clusters Score -323207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -320464.843750 Penalty: 3817.321533
	Iteration 0F: 3 clusters Score -320464.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -320979.687500 Penalty: 3817.321533
	Iteration 1F: 3 clusters Score -320979.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -321145.187500 Penalty: 3817.321533
	Iteration 2F: 3 clusters Score -321145.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321261.031250 Penalty: 3817.321533
	Iteration 3F: 3 clusters Score -321261 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -321381.031250 Penalty: 3817.321533
	Iteration 4Q: 3 clusters Score -321381 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321507.031250 Penalty: 3817.321533
	Iteration 5Q: 3 clusters Score -321507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -321620.125000 Penalty: 3817.321533
	Iteration 6Q: 3 clusters Score -321620.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -321802.531250 Penalty: 3817.321533
	Iteration 7Q: 3 clusters Score -321802.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -322015.875000 Penalty: 3817.321533
	Iteration 8Q: 3 clusters Score -322015.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322152.250000 Penalty: 3817.321533
	Iteration 9Q: 3 clusters Score -322152.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -322254.437500 Penalty: 3817.321533
	Iteration 10Q: 3 clusters Score -322254.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -322330.718750 Penalty: 3817.321533
	Iteration 11Q: 3 clusters Score -322330.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322363.250000 Penalty: 3817.321533
	Iteration 12Q: 3 clusters Score -322363.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -322375.218750 Penalty: 3817.321533
	Iteration 13Q: 3 clusters Score -322375.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -322383.156250 Penalty: 3817.321533
	Iteration 14Q: 3 clusters Score -322383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322400.218750 Penalty: 3817.321533
	Iteration 15Q: 3 clusters Score -322400.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -322411.343750 Penalty: 3817.321533
	Iteration 16Q: 3 clusters Score -322411.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -322426.218750 Penalty: 3817.321533
	Iteration 17Q: 3 clusters Score -322426.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -322439.906250 Penalty: 3817.321533
	Iteration 18Q: 3 clusters Score -322439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322453.218750 Penalty: 3817.321533
	Iteration 19Q: 3 clusters Score -322453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -322473.062500 Penalty: 3817.321533
	Iteration 20F: 3 clusters Score -322473.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322483.656250 Penalty: 3817.321533
	Iteration 21Q: 3 clusters Score -322483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -322492.156250 Penalty: 3817.321533
	Iteration 22Q: 3 clusters Score -322492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -322501.531250 Penalty: 3817.321533
	Iteration 23Q: 3 clusters Score -322501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -322517.093750 Penalty: 3817.321533
	Iteration 24Q: 3 clusters Score -322517.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -322531.937500 Penalty: 3817.321533
	Iteration 25Q: 3 clusters Score -322531.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -322543.000000 Penalty: 3817.321533
	Iteration 26Q: 3 clusters Score -322543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -322553.093750 Penalty: 3817.321533
	Iteration 27Q: 3 clusters Score -322553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -322560.625000 Penalty: 3817.321533
	Iteration 28Q: 3 clusters Score -322560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322566.687500 Penalty: 3817.321533
	Iteration 29Q: 3 clusters Score -322566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -322572.218750 Penalty: 3817.321533
	Iteration 30Q: 3 clusters Score -322572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -322578.343750 Penalty: 3817.321533
	Iteration 31Q: 3 clusters Score -322578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -322582.718750 Penalty: 3817.321533
	Iteration 32Q: 3 clusters Score -322582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -322589.062500 Penalty: 3817.321533
	Iteration 33Q: 3 clusters Score -322589.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -322598.562500 Penalty: 3817.321533
	Iteration 34Q: 3 clusters Score -322598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -322605.343750 Penalty: 3817.321533
	Iteration 35Q: 3 clusters Score -322605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322610.906250 Penalty: 3817.321533
	Iteration 36Q: 3 clusters Score -322610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -322617.156250 Penalty: 3817.321533
	Iteration 37Q: 3 clusters Score -322617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -322626.750000 Penalty: 3817.321533
	Iteration 38Q: 3 clusters Score -322626.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -322636.593750 Penalty: 3817.321533
	Iteration 39Q: 3 clusters Score -322636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -322647.062500 Penalty: 3817.321533
	Iteration 40F: 3 clusters Score -322647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -322657.343750 Penalty: 3817.321533
	Iteration 41Q: 3 clusters Score -322657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -322664.343750 Penalty: 3817.321533
	Iteration 42Q: 3 clusters Score -322664.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -322667.093750 Penalty: 3817.321533
	Iteration 43Q: 3 clusters Score -322667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -322669.375000 Penalty: 3817.321533
	Iteration 44Q: 3 clusters Score -322669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -322670.093750 Penalty: 3817.321533
	Iteration 45Q: 3 clusters Score -322670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -322670.812500 Penalty: 3817.321533
	Iteration 46Q: 3 clusters Score -322670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -322670.812500 Penalty: 3817.321533
	Iteration 47F: 3 clusters Score -322670.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -58691.664062 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -58691.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57209.437500 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57209.44 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57453.359375 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -57453.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57622.906250 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -57622.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57684.371094 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -57684.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57752.648438 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -57752.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57893.296875 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -57893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58128.339844 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -58128.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58152.589844 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -58152.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58177.253906 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -58177.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58181.546875 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -58181.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58184.914062 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -58184.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58190.746094 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -58190.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58199.660156 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -58199.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58207.109375 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -58207.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58216.191406 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -58216.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58223.632812 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -58223.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58228.519531 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -58228.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58234.089844 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -58234.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58246.207031 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -58246.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58253.742188 Penalty: 3088.362305
	Iteration 19Q: 3 clusters Score -58253.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58259.679688 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -58259.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58260.140625 Penalty: 3088.362305
	Iteration 21Q: 3 clusters Score -58260.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58260.140625 Penalty: 3088.362305
	Iteration 22F: 3 clusters Score -58260.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -519506.781250 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -519506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -515829.375000 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -515829.4 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -516627.343750 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -516627.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -516810.281250 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -516810.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -516907.843750 Penalty: 4061.313965
	Iteration 3Q: 3 clusters Score -516907.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -516984.375000 Penalty: 4061.313965
	Iteration 4Q: 3 clusters Score -516984.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -517049.718750 Penalty: 4061.313965
	Iteration 5Q: 3 clusters Score -517049.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -517107.750000 Penalty: 4061.313965
	Iteration 6Q: 3 clusters Score -517107.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -517162.281250 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -517162.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -517214.562500 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -517214.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -517257.625000 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -517257.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -517285.156250 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -517285.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -517301.531250 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -517301.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -517310.125000 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -517310.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -517321.218750 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -517321.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -517326.031250 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -517326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -517329.625000 Penalty: 4061.313965
	Iteration 15Q: 3 clusters Score -517329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -517334.750000 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -517334.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -517341.156250 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -517341.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -517350.125000 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -517350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -517357.687500 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -517357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -517363.406250 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -517363.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -517369.437500 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -517369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -517373.968750 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -517374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -517375.906250 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -517375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -517378.093750 Penalty: 4061.313965
	Iteration 24Q: 3 clusters Score -517378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -517380.312500 Penalty: 4061.313965
	Iteration 25Q: 3 clusters Score -517380.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -517380.593750 Penalty: 4061.313965
	Iteration 26Q: 3 clusters Score -517380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -517381.187500 Penalty: 4061.313965
	Iteration 27Q: 3 clusters Score -517381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -517380.750000 Penalty: 4061.313965
	Iteration 28Q: 3 clusters Score -517380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -517380.718750 Penalty: 4061.313965
	Iteration 29Q: 3 clusters Score -517380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -517382.312500 Penalty: 4061.313965
	Iteration 30Q: 3 clusters Score -517382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -517383.718750 Penalty: 4061.313965
	Iteration 31Q: 3 clusters Score -517383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -517383.718750 Penalty: 4061.313965
	Iteration 32F: 3 clusters Score -517383.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -42386.257812 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -42386.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41109.171875 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -41109.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41233.890625 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -41233.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41273.562500 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -41273.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41284.191406 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -41284.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41286.253906 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -41286.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41286.253906 Penalty: 2870.301025
	Iteration 5F: 3 clusters Score -41286.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -356428.562500 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -356428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -353492.875000 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -353492.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -354076.312500 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -354076.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -354204.687500 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -354204.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -354260.250000 Penalty: 3874.939697
	Iteration 3Q: 3 clusters Score -354260.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -354293.406250 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -354293.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -354318.468750 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -354318.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -354337.968750 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -354338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -354349.375000 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -354349.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -354361.031250 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -354361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -354374.625000 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -354374.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -354384.343750 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -354384.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -354390.687500 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -354390.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -354393.593750 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -354393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -354396.625000 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -354396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -354400.093750 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -354400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -354403.062500 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -354403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -354405.906250 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -354405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -354406.750000 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -354406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -354407.250000 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -354407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -354408.843750 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -354408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -354409.812500 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -354409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -354412.343750 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -354412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -354413.781250 Penalty: 3874.939697
	Iteration 22Q: 3 clusters Score -354413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -354414.718750 Penalty: 3874.939697
	Iteration 23Q: 3 clusters Score -354414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -354415.468750 Penalty: 3874.939697
	Iteration 24Q: 3 clusters Score -354415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -354415.281250 Penalty: 3874.939697
	Iteration 25Q: 3 clusters Score -354415.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -354415.281250 Penalty: 3874.939697
	Iteration 26F: 3 clusters Score -354415.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -594905.187500 Penalty: 2063.772949
	Iteration 0F: 2 clusters Score -594905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -590956.125000 Penalty: 4127.545898
	Iteration 0F: 3 clusters Score -590956.1 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -591795.125000 Penalty: 4127.545898
	Iteration 1F: 3 clusters Score -591795.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -592012.937500 Penalty: 4127.545898
	Iteration 2F: 3 clusters Score -592012.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -592207.250000 Penalty: 4127.545898
	Iteration 3F: 3 clusters Score -592207.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -592455.750000 Penalty: 4127.545898
	Iteration 4F: 3 clusters Score -592455.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -592740.687500 Penalty: 4127.545898
	Iteration 5F: 3 clusters Score -592740.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -592979.000000 Penalty: 4127.545898
	Iteration 6F: 3 clusters Score -592979 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -593164.875000 Penalty: 4127.545898
	Iteration 7F: 3 clusters Score -593164.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -593306.812500 Penalty: 4127.545898
	Iteration 8Q: 3 clusters Score -593306.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -593425.187500 Penalty: 4127.545898
	Iteration 9Q: 3 clusters Score -593425.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -593506.062500 Penalty: 4127.545898
	Iteration 10Q: 3 clusters Score -593506.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -593552.187500 Penalty: 4127.545898
	Iteration 11Q: 3 clusters Score -593552.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -593584.750000 Penalty: 4127.545898
	Iteration 12Q: 3 clusters Score -593584.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -593599.875000 Penalty: 4127.545898
	Iteration 13Q: 3 clusters Score -593599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -593607.812500 Penalty: 4127.545898
	Iteration 14Q: 3 clusters Score -593607.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -593614.687500 Penalty: 4127.545898
	Iteration 15Q: 3 clusters Score -593614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -593618.875000 Penalty: 4127.545898
	Iteration 16Q: 3 clusters Score -593618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -593621.000000 Penalty: 4127.545898
	Iteration 17Q: 3 clusters Score -593621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -593621.062500 Penalty: 4127.545898
	Iteration 18Q: 3 clusters Score -593621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -593621.062500 Penalty: 4127.545898
	Iteration 19F: 3 clusters Score -593621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Entering Unmasked Estep 
Score: -1436823.625000 Penalty: 2316.224121
	Iteration 0F: 2 clusters Score -1436824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1428480.250000 Penalty: 4632.448242
	Iteration 0F: 3 clusters Score -1428480 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1431116.875000 Penalty: 4632.448242
	Iteration 1F: 3 clusters Score -1431117 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1431587.000000 Penalty: 4632.448242
	Iteration 2F: 3 clusters Score -1431587 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1432046.500000 Penalty: 4632.448242
	Iteration 3F: 3 clusters Score -1432046 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1432492.750000 Penalty: 4632.448242
	Iteration 4F: 3 clusters Score -1432493 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1432945.250000 Penalty: 4632.448242
	Iteration 5F: 3 clusters Score -1432945 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1433272.125000 Penalty: 4632.448242
	Iteration 6Q: 3 clusters Score -1433272 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1433493.500000 Penalty: 4632.448242
	Iteration 7Q: 3 clusters Score -1433494 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1433671.625000 Penalty: 4632.448242
	Iteration 8Q: 3 clusters Score -1433672 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1433839.875000 Penalty: 4632.448242
	Iteration 9Q: 3 clusters Score -1433840 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1433990.000000 Penalty: 4632.448242
	Iteration 10Q: 3 clusters Score -1433990 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1434125.250000 Penalty: 4632.448242
	Iteration 11Q: 3 clusters Score -1434125 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1434246.500000 Penalty: 4632.448242
	Iteration 12Q: 3 clusters Score -1434246 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1434341.125000 Penalty: 4632.448242
	Iteration 13Q: 3 clusters Score -1434341 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1434420.625000 Penalty: 4632.448242
	Iteration 14Q: 3 clusters Score -1434421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1434488.625000 Penalty: 4632.448242
	Iteration 15Q: 3 clusters Score -1434489 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1434547.000000 Penalty: 4632.448242
	Iteration 16Q: 3 clusters Score -1434547 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1434606.500000 Penalty: 4632.448242
	Iteration 17Q: 3 clusters Score -1434606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1434667.875000 Penalty: 4632.448242
	Iteration 18Q: 3 clusters Score -1434668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1434718.125000 Penalty: 4632.448242
	Iteration 19Q: 3 clusters Score -1434718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1434767.625000 Penalty: 4632.448242
	Iteration 20F: 3 clusters Score -1434768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1434831.000000 Penalty: 4632.448242
	Iteration 21Q: 3 clusters Score -1434831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1434861.875000 Penalty: 4632.448242
	Iteration 22Q: 3 clusters Score -1434862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1434903.500000 Penalty: 4632.448242
	Iteration 23Q: 3 clusters Score -1434904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1434942.750000 Penalty: 4632.448242
	Iteration 24Q: 3 clusters Score -1434943 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1434984.875000 Penalty: 4632.448242
	Iteration 25Q: 3 clusters Score -1434985 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1435022.875000 Penalty: 4632.448242
	Iteration 26Q: 3 clusters Score -1435023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1435066.000000 Penalty: 4632.448242
	Iteration 27Q: 3 clusters Score -1435066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1435110.500000 Penalty: 4632.448242
	Iteration 28Q: 3 clusters Score -1435110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1435152.125000 Penalty: 4632.448242
	Iteration 29Q: 3 clusters Score -1435152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1435203.875000 Penalty: 4632.448242
	Iteration 30Q: 3 clusters Score -1435204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1435248.750000 Penalty: 4632.448242
	Iteration 31Q: 3 clusters Score -1435249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1435278.875000 Penalty: 4632.448242
	Iteration 32Q: 3 clusters Score -1435279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1435299.875000 Penalty: 4632.448242
	Iteration 33Q: 3 clusters Score -1435300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1435309.375000 Penalty: 4632.448242
	Iteration 34Q: 3 clusters Score -1435309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1435322.250000 Penalty: 4632.448242
	Iteration 35Q: 3 clusters Score -1435322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1435329.500000 Penalty: 4632.448242
	Iteration 36Q: 3 clusters Score -1435330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1435337.625000 Penalty: 4632.448242
	Iteration 37Q: 3 clusters Score -1435338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1435337.000000 Penalty: 4632.448242
	Iteration 38Q: 3 clusters Score -1435337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1435337.250000 Penalty: 4632.448242
	Iteration 39Q: 3 clusters Score -1435337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1435340.250000 Penalty: 4632.448242
	Iteration 40F: 3 clusters Score -1435340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1435340.750000 Penalty: 4632.448242
	Iteration 41Q: 3 clusters Score -1435341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1435343.500000 Penalty: 4632.448242
	Iteration 42Q: 3 clusters Score -1435344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1435346.000000 Penalty: 4632.448242
	Iteration 43Q: 3 clusters Score -1435346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1435345.750000 Penalty: 4632.448242
	Iteration 44Q: 3 clusters Score -1435346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1435345.750000 Penalty: 4632.448242
	Iteration 45F: 3 clusters Score -1435346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Entering Unmasked Estep 
Score: -3609864.500000 Penalty: 2520.022461
	Iteration 0F: 2 clusters Score -3609864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3591959.250000 Penalty: 5040.044922
	Iteration 0F: 3 clusters Score -3591959 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3598405.750000 Penalty: 5040.044922
	Iteration 1F: 3 clusters Score -3598406 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3599017.750000 Penalty: 5040.044922
	Iteration 2F: 3 clusters Score -3599018 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3599596.250000 Penalty: 5040.044922
	Iteration 3F: 3 clusters Score -3599596 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3600092.500000 Penalty: 5040.044922
	Iteration 4Q: 3 clusters Score -3600092 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3600633.500000 Penalty: 5040.044922
	Iteration 5Q: 3 clusters Score -3600634 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3601257.250000 Penalty: 5040.044922
	Iteration 6Q: 3 clusters Score -3601257 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3601955.250000 Penalty: 5040.044922
	Iteration 7Q: 3 clusters Score -3601955 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3602844.500000 Penalty: 5040.044922
	Iteration 8Q: 3 clusters Score -3602844 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3603847.250000 Penalty: 5040.044922
	Iteration 9F: 3 clusters Score -3603847 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3604645.500000 Penalty: 5040.044922
	Iteration 10Q: 3 clusters Score -3604646 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3605346.250000 Penalty: 5040.044922
	Iteration 11Q: 3 clusters Score -3605346 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3605887.000000 Penalty: 5040.044922
	Iteration 12Q: 3 clusters Score -3605887 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3606339.250000 Penalty: 5040.044922
	Iteration 13Q: 3 clusters Score -3606339 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3606698.750000 Penalty: 5040.044922
	Iteration 14Q: 3 clusters Score -3606699 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3606956.250000 Penalty: 5040.044922
	Iteration 15Q: 3 clusters Score -3606956 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3607143.250000 Penalty: 5040.044922
	Iteration 16Q: 3 clusters Score -3607143 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3607276.750000 Penalty: 5040.044922
	Iteration 17Q: 3 clusters Score -3607277 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3607399.750000 Penalty: 5040.044922
	Iteration 18Q: 3 clusters Score -3607400 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3607497.250000 Penalty: 5040.044922
	Iteration 19Q: 3 clusters Score -3607497 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3607572.000000 Penalty: 5040.044922
	Iteration 20F: 3 clusters Score -3607572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3607623.000000 Penalty: 5040.044922
	Iteration 21Q: 3 clusters Score -3607623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3607671.000000 Penalty: 5040.044922
	Iteration 22Q: 3 clusters Score -3607671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3607695.250000 Penalty: 5040.044922
	Iteration 23Q: 3 clusters Score -3607695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3607726.000000 Penalty: 5040.044922
	Iteration 24Q: 3 clusters Score -3607726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3607736.000000 Penalty: 5040.044922
	Iteration 25Q: 3 clusters Score -3607736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3607750.250000 Penalty: 5040.044922
	Iteration 26Q: 3 clusters Score -3607750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3607772.750000 Penalty: 5040.044922
	Iteration 27Q: 3 clusters Score -3607773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3607781.750000 Penalty: 5040.044922
	Iteration 28Q: 3 clusters Score -3607782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3607805.500000 Penalty: 5040.044922
	Iteration 29Q: 3 clusters Score -3607806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3607811.750000 Penalty: 5040.044922
	Iteration 30Q: 3 clusters Score -3607812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3607822.500000 Penalty: 5040.044922
	Iteration 31Q: 3 clusters Score -3607822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3607829.250000 Penalty: 5040.044922
	Iteration 32Q: 3 clusters Score -3607829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3607837.500000 Penalty: 5040.044922
	Iteration 33Q: 3 clusters Score -3607838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3607845.500000 Penalty: 5040.044922
	Iteration 34Q: 3 clusters Score -3607846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3607843.000000 Penalty: 5040.044922
	Iteration 35Q: 3 clusters Score -3607843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3607846.500000 Penalty: 5040.044922
	Iteration 36Q: 3 clusters Score -3607846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3607848.250000 Penalty: 5040.044922
	Iteration 37Q: 3 clusters Score -3607848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3607851.500000 Penalty: 5040.044922
	Iteration 38Q: 3 clusters Score -3607852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3607857.500000 Penalty: 5040.044922
	Iteration 39Q: 3 clusters Score -3607858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3607850.500000 Penalty: 5040.044922
	Iteration 40F: 3 clusters Score -3607850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3607850.500000 Penalty: 5040.044922
	Iteration 41Q: 3 clusters Score -3607850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3607848.250000 Penalty: 5040.044922
	Iteration 42Q: 3 clusters Score -3607848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3607852.750000 Penalty: 5040.044922
	Iteration 43Q: 3 clusters Score -3607853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3607851.750000 Penalty: 5040.044922
	Iteration 44Q: 3 clusters Score -3607852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3607852.250000 Penalty: 5040.044922
	Iteration 45Q: 3 clusters Score -3607852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3607857.500000 Penalty: 5040.044922
	Iteration 46Q: 3 clusters Score -3607858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3607856.500000 Penalty: 5040.044922
	Iteration 47Q: 3 clusters Score -3607856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3607860.500000 Penalty: 5040.044922
	Iteration 48Q: 3 clusters Score -3607860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3607860.500000 Penalty: 5040.044922
	Iteration 49F: 3 clusters Score -3607860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -161652.250000 Penalty: 1780.846069
	Iteration 0F: 2 clusters Score -161652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159686.421875 Penalty: 3561.692139
	Iteration 0F: 3 clusters Score -159686.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -160574.812500 Penalty: 3561.692139
	Iteration 1F: 3 clusters Score -160574.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -161077.875000 Penalty: 3561.692139
	Iteration 2F: 3 clusters Score -161077.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161452.421875 Penalty: 3561.692139
	Iteration 3F: 3 clusters Score -161452.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161693.109375 Penalty: 3561.692139
	Iteration 4Q: 3 clusters Score -161693.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -161814.593750 Penalty: 3561.692139
	Iteration 5Q: 3 clusters Score -161814.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161876.625000 Penalty: 3561.692139
	Iteration 6Q: 3 clusters Score -161876.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162031.937500 Penalty: 3561.692139
	Iteration 7Q: 3 clusters Score -162031.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162417.421875 Penalty: 3561.692139
	Iteration 8Q: 3 clusters Score -162417.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -163195.437500 Penalty: 3561.692139
	Iteration 9Q: 3 clusters Score -163195.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163906.875000 Penalty: 3561.692139
	Iteration 10F: 3 clusters Score -163906.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164258.187500 Penalty: 3561.692139
	Iteration 11F: 3 clusters Score -164258.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -164424.953125 Penalty: 3561.692139
	Iteration 12Q: 3 clusters Score -164425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -164579.062500 Penalty: 3561.692139
	Iteration 13Q: 3 clusters Score -164579.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -164685.000000 Penalty: 3561.692139
	Iteration 14Q: 3 clusters Score -164685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -164816.500000 Penalty: 3561.692139
	Iteration 15Q: 3 clusters Score -164816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -164843.937500 Penalty: 3561.692139
	Iteration 16Q: 3 clusters Score -164843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -164868.359375 Penalty: 3561.692139
	Iteration 17Q: 3 clusters Score -164868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -164892.671875 Penalty: 3561.692139
	Iteration 18Q: 3 clusters Score -164892.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164919.453125 Penalty: 3561.692139
	Iteration 19Q: 3 clusters Score -164919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164941.890625 Penalty: 3561.692139
	Iteration 20F: 3 clusters Score -164941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164975.968750 Penalty: 3561.692139
	Iteration 21Q: 3 clusters Score -164976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -165003.437500 Penalty: 3561.692139
	Iteration 22Q: 3 clusters Score -165003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -165015.734375 Penalty: 3561.692139
	Iteration 23Q: 3 clusters Score -165015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165027.765625 Penalty: 3561.692139
	Iteration 24Q: 3 clusters Score -165027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -165054.062500 Penalty: 3561.692139
	Iteration 25Q: 3 clusters Score -165054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -165102.203125 Penalty: 3561.692139
	Iteration 26Q: 3 clusters Score -165102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -165186.625000 Penalty: 3561.692139
	Iteration 27Q: 3 clusters Score -165186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -165350.875000 Penalty: 3561.692139
	Iteration 28Q: 3 clusters Score -165350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165572.015625 Penalty: 3561.692139
	Iteration 29Q: 3 clusters Score -165572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -165635.125000 Penalty: 3561.692139
	Iteration 30Q: 3 clusters Score -165635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -165635.125000 Penalty: 3561.692139
	Iteration 31F: 3 clusters Score -165635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49632 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194415 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152543 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25014 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33921 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11380 members 
Mstep: Class 28 contains 25884 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
Score: -95495640.000000 Penalty: 109682.515625
Splitting cluster 29 changes total score from -95490600.000000 to -95495640.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -61345.988281 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -61345.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59917.339844 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -59917.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60068.031250 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -60068.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60118.519531 Penalty: 3033.482422
	Iteration 2Q: 3 clusters Score -60118.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60136.101562 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -60136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60147.710938 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -60147.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60151.640625 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -60151.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60153.019531 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -60153.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60153.019531 Penalty: 3033.482422
	Iteration 7F: 3 clusters Score -60153.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -52523.898438 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -52523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51096.417969 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -51096.42 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51377.617188 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -51377.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51453.957031 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -51453.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51469.085938 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -51469.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51481.179688 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -51481.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51499.179688 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -51499.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51532.777344 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -51532.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51544.300781 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -51544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51566.058594 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -51566.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51588.929688 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -51588.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51599.453125 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -51599.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51604.054688 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -51604.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51605.222656 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -51605.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51609.218750 Penalty: 3112.281982
	Iteration 13F: 3 clusters Score -51609.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51643.445312 Penalty: 3112.281982
	Iteration 14Q: 3 clusters Score -51643.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51658.855469 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -51658.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51687.789062 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -51687.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51700.265625 Penalty: 3112.281982
	Iteration 17Q: 3 clusters Score -51700.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51710.292969 Penalty: 3112.281982
	Iteration 18Q: 3 clusters Score -51710.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51720.945312 Penalty: 3112.281982
	Iteration 19Q: 3 clusters Score -51720.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51727.003906 Penalty: 3112.281982
	Iteration 20F: 3 clusters Score -51727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49632 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194415 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152543 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25014 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33921 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11380 members 
Mstep: Class 28 contains 25884 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495656.000000 Penalty: 109682.515625
Iteration 119Q: 34 clusters Score -9.549566e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49627 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194413 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152541 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 25015 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33922 members 
Mstep: Class 17 contains 13643 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11382 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495672.000000 Penalty: 109682.515625
Iteration 120F: 34 clusters Score -9.549567e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49626 members 
Mstep: Class 3 contains 13167 members 
Mstep: Class 4 contains 194416 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152543 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61751 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 25007 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33922 members 
Mstep: Class 17 contains 13639 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12710 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11388 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495720.000000 Penalty: 109682.515625
Iteration 121Q: 34 clusters Score -9.549572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49623 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 194414 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152547 members 
Mstep: Class 8 contains 10340 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61751 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 25009 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33923 members 
Mstep: Class 17 contains 13635 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11392 members 
Mstep: Class 28 contains 25880 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495632.000000 Penalty: 109682.515625
Iteration 122Q: 34 clusters Score -9.549563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49623 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 194411 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152550 members 
Mstep: Class 8 contains 10338 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 61751 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 25007 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33923 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12721 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11393 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495624.000000 Penalty: 109682.515625
Iteration 123Q: 34 clusters Score -9.549562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49623 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 194405 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152555 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 61751 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 25008 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33925 members 
Mstep: Class 17 contains 13629 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12724 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11393 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495608.000000 Penalty: 109682.515625
Iteration 124Q: 34 clusters Score -9.549561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49622 members 
Mstep: Class 3 contains 13166 members 
Mstep: Class 4 contains 194400 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152558 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61753 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 25008 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13629 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12728 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11394 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495576.000000 Penalty: 109682.515625
Iteration 125Q: 34 clusters Score -9.549558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49621 members 
Mstep: Class 3 contains 13167 members 
Mstep: Class 4 contains 194396 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152561 members 
Mstep: Class 8 contains 10325 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61754 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25006 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12734 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11395 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495552.000000 Penalty: 109682.515625
Iteration 126Q: 34 clusters Score -9.549555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49620 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 194394 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152561 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61754 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25004 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12739 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11397 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495544.000000 Penalty: 109682.515625
Iteration 127Q: 34 clusters Score -9.549554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49619 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 194391 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152562 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61754 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25005 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12744 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11399 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495520.000000 Penalty: 109682.515625
Iteration 128Q: 34 clusters Score -9.549552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49617 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 194388 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152564 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61753 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25006 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12753 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11400 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495512.000000 Penalty: 109682.515625
Iteration 129Q: 34 clusters Score -9.549551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49615 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 194386 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152568 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61753 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25007 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12759 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11402 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495480.000000 Penalty: 109682.515625
Iteration 130Q: 34 clusters Score -9.549548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49614 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 194390 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152563 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25007 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12764 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11404 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495512.000000 Penalty: 109682.515625
Iteration 131Q: 34 clusters Score -9.549551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49613 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 194392 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152560 members 
Mstep: Class 8 contains 10300 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25007 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 13623 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 12772 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11406 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495512.000000 Penalty: 109682.515625
Iteration 132Q: 34 clusters Score -9.549551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49612 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 194389 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152561 members 
Mstep: Class 8 contains 10297 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25006 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 12778 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11406 members 
Mstep: Class 28 contains 25880 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495552.000000 Penalty: 109682.515625
Iteration 133Q: 34 clusters Score -9.549555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49611 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 194385 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152560 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25004 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 12788 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11404 members 
Mstep: Class 28 contains 25879 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495520.000000 Penalty: 109682.515625
Iteration 134Q: 34 clusters Score -9.549552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49609 members 
Mstep: Class 3 contains 13169 members 
Mstep: Class 4 contains 194384 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152560 members 
Mstep: Class 8 contains 10284 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 25000 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10798 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 12794 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11406 members 
Mstep: Class 28 contains 25880 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495504.000000 Penalty: 109682.515625
Iteration 135Q: 34 clusters Score -9.54955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49605 members 
Mstep: Class 3 contains 13171 members 
Mstep: Class 4 contains 194381 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152564 members 
Mstep: Class 8 contains 10271 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61751 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25001 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 19 contains 12806 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11411 members 
Mstep: Class 28 contains 25878 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495520.000000 Penalty: 109682.515625
Iteration 136Q: 34 clusters Score -9.549552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49595 members 
Mstep: Class 3 contains 13172 members 
Mstep: Class 4 contains 194379 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152565 members 
Mstep: Class 8 contains 10267 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 24998 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 12820 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11414 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495472.000000 Penalty: 109682.515625
Iteration 137Q: 34 clusters Score -9.549547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49586 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 194380 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152565 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61754 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 24995 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 12834 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11417 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495480.000000 Penalty: 109682.515625
Iteration 138Q: 34 clusters Score -9.549548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49580 members 
Mstep: Class 3 contains 13172 members 
Mstep: Class 4 contains 194377 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152566 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61755 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 24993 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 12847 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495536.000000 Penalty: 109682.515625
Iteration 139Q: 34 clusters Score -9.549554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49576 members 
Mstep: Class 3 contains 13169 members 
Mstep: Class 4 contains 194377 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152567 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61755 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 24993 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12855 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11422 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495496.000000 Penalty: 109682.515625
Iteration 140F: 34 clusters Score -9.54955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49569 members 
Mstep: Class 3 contains 13170 members 
Mstep: Class 4 contains 194375 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152567 members 
Mstep: Class 8 contains 10240 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61755 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 24996 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12867 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495416.000000 Penalty: 109682.515625
Iteration 141Q: 34 clusters Score -9.549542e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49558 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194374 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152567 members 
Mstep: Class 8 contains 10234 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61754 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 25003 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13621 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11427 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495432.000000 Penalty: 109682.515625
Iteration 142Q: 34 clusters Score -9.549543e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49544 members 
Mstep: Class 3 contains 13168 members 
Mstep: Class 4 contains 194370 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152569 members 
Mstep: Class 8 contains 10225 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61754 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 25006 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13619 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12903 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11428 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495416.000000 Penalty: 109682.515625
Iteration 143Q: 34 clusters Score -9.549542e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49532 members 
Mstep: Class 3 contains 13171 members 
Mstep: Class 4 contains 194368 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152574 members 
Mstep: Class 8 contains 10214 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 25006 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13618 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12923 members 
Mstep: Class 20 contains 3199 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11430 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495440.000000 Penalty: 109682.515625
Iteration 144Q: 34 clusters Score -9.549544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49522 members 
Mstep: Class 3 contains 13174 members 
Mstep: Class 4 contains 194365 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152573 members 
Mstep: Class 8 contains 10206 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61753 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25012 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12935 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495416.000000 Penalty: 109682.515625
Iteration 145Q: 34 clusters Score -9.549542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49515 members 
Mstep: Class 3 contains 13177 members 
Mstep: Class 4 contains 194365 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152570 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61755 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25017 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12945 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 25871 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495392.000000 Penalty: 109682.515625
Iteration 146Q: 34 clusters Score -9.549539e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49503 members 
Mstep: Class 3 contains 13180 members 
Mstep: Class 4 contains 194362 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152575 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61756 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25023 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12956 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 25870 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495368.000000 Penalty: 109682.515625
Iteration 147Q: 34 clusters Score -9.549537e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49495 members 
Mstep: Class 3 contains 13182 members 
Mstep: Class 4 contains 194359 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152581 members 
Mstep: Class 8 contains 10175 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61756 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25027 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12964 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 25871 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495424.000000 Penalty: 109682.515625
Iteration 148Q: 34 clusters Score -9.549542e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49492 members 
Mstep: Class 3 contains 13183 members 
Mstep: Class 4 contains 194355 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152587 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61756 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25026 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13618 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12974 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495408.000000 Penalty: 109682.515625
Iteration 149Q: 34 clusters Score -9.549541e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49488 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 4 contains 194350 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152591 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61755 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25028 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13616 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 12993 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495384.000000 Penalty: 109682.515625
Iteration 150Q: 34 clusters Score -9.549538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 13179 members 
Mstep: Class 4 contains 194348 members 
Mstep: Class 5 contains 5258 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152594 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61756 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25031 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10793 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495368.000000 Penalty: 109682.515625
Iteration 151Q: 34 clusters Score -9.549537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 13181 members 
Mstep: Class 4 contains 194347 members 
Mstep: Class 5 contains 5258 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152595 members 
Mstep: Class 8 contains 10135 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61756 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25028 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10793 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13611 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13023 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495376.000000 Penalty: 109682.515625
Iteration 152Q: 34 clusters Score -9.549538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49472 members 
Mstep: Class 3 contains 13181 members 
Mstep: Class 4 contains 194345 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152595 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25028 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10792 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13610 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13027 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11442 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495344.000000 Penalty: 109682.515625
Iteration 153Q: 34 clusters Score -9.549534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49470 members 
Mstep: Class 3 contains 13179 members 
Mstep: Class 4 contains 194344 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152595 members 
Mstep: Class 8 contains 10132 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25029 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10792 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13607 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11442 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495408.000000 Penalty: 109682.515625
Iteration 154Q: 34 clusters Score -9.549541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49470 members 
Mstep: Class 3 contains 13177 members 
Mstep: Class 4 contains 194344 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152597 members 
Mstep: Class 8 contains 10126 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25028 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10791 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13607 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11443 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495384.000000 Penalty: 109682.515625
Iteration 155Q: 34 clusters Score -9.549538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49470 members 
Mstep: Class 3 contains 13180 members 
Mstep: Class 4 contains 194343 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10119 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25027 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10789 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13603 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11443 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495400.000000 Penalty: 109682.515625
Iteration 156Q: 34 clusters Score -9.54954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49471 members 
Mstep: Class 3 contains 13181 members 
Mstep: Class 4 contains 194340 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25027 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10787 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13601 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13050 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11443 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495344.000000 Penalty: 109682.515625
Iteration 157Q: 34 clusters Score -9.549534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 13182 members 
Mstep: Class 4 contains 194338 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10117 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25025 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13055 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11443 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495432.000000 Penalty: 109682.515625
Iteration 158Q: 34 clusters Score -9.549543e+07 nChanged 19
Entering ConstructFrom: 
Score: -95495432.000000 Penalty: 109682.515625
Entering ConstructFrom: 
Trying to split cluster 1 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -530977.187500 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -530977.2 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 1816 members 
Entering Unmasked Estep 
Score: -527307.250000 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -527307.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -528183.125000 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -528183.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -528417.375000 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -528417.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -528631.125000 Penalty: 4064.063721
	Iteration 3F: 3 clusters Score -528631.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -528819.500000 Penalty: 4064.063721
	Iteration 4F: 3 clusters Score -528819.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -529042.375000 Penalty: 4064.063721
	Iteration 5F: 3 clusters Score -529042.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -529265.625000 Penalty: 4064.063721
	Iteration 6F: 3 clusters Score -529265.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -529506.812500 Penalty: 4064.063721
	Iteration 7F: 3 clusters Score -529506.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -529717.250000 Penalty: 4064.063721
	Iteration 8F: 3 clusters Score -529717.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -529890.812500 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -529890.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -530057.375000 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -530057.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -530183.000000 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -530183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -530254.750000 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -530254.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -530305.437500 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -530305.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -530337.375000 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -530337.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -530356.125000 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -530356.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -530368.250000 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -530368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -530373.125000 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -530373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -530379.437500 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -530379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -530381.875000 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -530381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -530384.062500 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -530384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -530386.750000 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -530386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -530389.562500 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -530389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -530392.625000 Penalty: 4064.063721
	Iteration 23Q: 3 clusters Score -530392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -530393.687500 Penalty: 4064.063721
	Iteration 24Q: 3 clusters Score -530393.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -530393.687500 Penalty: 4064.063721
	Iteration 25F: 3 clusters Score -530393.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Entering Unmasked Estep 
Score: -7245353.000000 Penalty: 2680.672119
	Iteration 0F: 2 clusters Score -7245353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -7211960.000000 Penalty: 5361.344238
	Iteration 0F: 3 clusters Score -7211960 nChanged 22864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -7225154.500000 Penalty: 5361.344238
	Iteration 1F: 3 clusters Score -7225154 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -7226093.500000 Penalty: 5361.344238
	Iteration 2Q: 3 clusters Score -7226094 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -7227216.000000 Penalty: 5361.344238
	Iteration 3Q: 3 clusters Score -7227216 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -7228503.000000 Penalty: 5361.344238
	Iteration 4F: 3 clusters Score -7228503 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -7230046.000000 Penalty: 5361.344238
	Iteration 5F: 3 clusters Score -7230046 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7231754.000000 Penalty: 5361.344238
	Iteration 6F: 3 clusters Score -7231754 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -7233503.000000 Penalty: 5361.344238
	Iteration 7F: 3 clusters Score -7233503 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -7235069.500000 Penalty: 5361.344238
	Iteration 8F: 3 clusters Score -7235070 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -7236313.500000 Penalty: 5361.344238
	Iteration 9Q: 3 clusters Score -7236314 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -7237101.000000 Penalty: 5361.344238
	Iteration 10Q: 3 clusters Score -7237101 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7237666.000000 Penalty: 5361.344238
	Iteration 11Q: 3 clusters Score -7237666 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -7238112.500000 Penalty: 5361.344238
	Iteration 12Q: 3 clusters Score -7238112 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -7238437.500000 Penalty: 5361.344238
	Iteration 13Q: 3 clusters Score -7238438 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -7238701.000000 Penalty: 5361.344238
	Iteration 14Q: 3 clusters Score -7238701 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -7238916.500000 Penalty: 5361.344238
	Iteration 15Q: 3 clusters Score -7238916 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -7239155.500000 Penalty: 5361.344238
	Iteration 16Q: 3 clusters Score -7239156 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -7239300.000000 Penalty: 5361.344238
	Iteration 17Q: 3 clusters Score -7239300 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -7239439.000000 Penalty: 5361.344238
	Iteration 18Q: 3 clusters Score -7239439 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -7239554.500000 Penalty: 5361.344238
	Iteration 19Q: 3 clusters Score -7239554 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7239646.000000 Penalty: 5361.344238
	Iteration 20F: 3 clusters Score -7239646 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -7239739.500000 Penalty: 5361.344238
	Iteration 21Q: 3 clusters Score -7239740 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -7239779.500000 Penalty: 5361.344238
	Iteration 22Q: 3 clusters Score -7239780 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -7239825.500000 Penalty: 5361.344238
	Iteration 23Q: 3 clusters Score -7239826 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -7239903.000000 Penalty: 5361.344238
	Iteration 24Q: 3 clusters Score -7239903 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -7239973.000000 Penalty: 5361.344238
	Iteration 25Q: 3 clusters Score -7239973 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -7240017.500000 Penalty: 5361.344238
	Iteration 26Q: 3 clusters Score -7240018 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7240026.500000 Penalty: 5361.344238
	Iteration 27Q: 3 clusters Score -7240026 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -7240119.500000 Penalty: 5361.344238
	Iteration 28Q: 3 clusters Score -7240120 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -7240199.500000 Penalty: 5361.344238
	Iteration 29Q: 3 clusters Score -7240200 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -7240277.000000 Penalty: 5361.344238
	Iteration 30Q: 3 clusters Score -7240277 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -7240344.500000 Penalty: 5361.344238
	Iteration 31Q: 3 clusters Score -7240344 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7240419.000000 Penalty: 5361.344238
	Iteration 32Q: 3 clusters Score -7240419 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -7240532.000000 Penalty: 5361.344238
	Iteration 33Q: 3 clusters Score -7240532 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -7240581.000000 Penalty: 5361.344238
	Iteration 34Q: 3 clusters Score -7240581 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7240693.000000 Penalty: 5361.344238
	Iteration 35Q: 3 clusters Score -7240693 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -7240762.500000 Penalty: 5361.344238
	Iteration 36Q: 3 clusters Score -7240762 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7240833.000000 Penalty: 5361.344238
	Iteration 37Q: 3 clusters Score -7240833 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -7240905.500000 Penalty: 5361.344238
	Iteration 38Q: 3 clusters Score -7240906 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -7240980.000000 Penalty: 5361.344238
	Iteration 39Q: 3 clusters Score -7240980 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7241055.500000 Penalty: 5361.344238
	Iteration 40F: 3 clusters Score -7241056 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -7241117.000000 Penalty: 5361.344238
	Iteration 41Q: 3 clusters Score -7241117 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7241167.000000 Penalty: 5361.344238
	Iteration 42Q: 3 clusters Score -7241167 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -7241216.500000 Penalty: 5361.344238
	Iteration 43Q: 3 clusters Score -7241216 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -7241240.500000 Penalty: 5361.344238
	Iteration 44Q: 3 clusters Score -7241240 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7241253.500000 Penalty: 5361.344238
	Iteration 45Q: 3 clusters Score -7241254 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -7241302.000000 Penalty: 5361.344238
	Iteration 46Q: 3 clusters Score -7241302 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -7241335.500000 Penalty: 5361.344238
	Iteration 47Q: 3 clusters Score -7241336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -7241375.500000 Penalty: 5361.344238
	Iteration 48Q: 3 clusters Score -7241376 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -7241421.000000 Penalty: 5361.344238
	Iteration 49Q: 3 clusters Score -7241421 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -7241454.500000 Penalty: 5361.344238
	Iteration 50Q: 3 clusters Score -7241454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -7241486.000000 Penalty: 5361.344238
	Iteration 51Q: 3 clusters Score -7241486 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -7241534.000000 Penalty: 5361.344238
	Iteration 52Q: 3 clusters Score -7241534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -7241564.000000 Penalty: 5361.344238
	Iteration 53Q: 3 clusters Score -7241564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -7241620.000000 Penalty: 5361.344238
	Iteration 54Q: 3 clusters Score -7241620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -7241657.000000 Penalty: 5361.344238
	Iteration 55Q: 3 clusters Score -7241657 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -7241717.500000 Penalty: 5361.344238
	Iteration 56Q: 3 clusters Score -7241718 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -7241759.000000 Penalty: 5361.344238
	Iteration 57Q: 3 clusters Score -7241759 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -7241838.500000 Penalty: 5361.344238
	Iteration 58Q: 3 clusters Score -7241838 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -7241859.000000 Penalty: 5361.344238
	Iteration 59Q: 3 clusters Score -7241859 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -7241922.000000 Penalty: 5361.344238
	Iteration 60F: 3 clusters Score -7241922 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -7241978.500000 Penalty: 5361.344238
	Iteration 61Q: 3 clusters Score -7241978 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -7242029.000000 Penalty: 5361.344238
	Iteration 62Q: 3 clusters Score -7242029 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -7242093.000000 Penalty: 5361.344238
	Iteration 63Q: 3 clusters Score -7242093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -7242179.000000 Penalty: 5361.344238
	Iteration 64Q: 3 clusters Score -7242179 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -7242284.000000 Penalty: 5361.344238
	Iteration 65Q: 3 clusters Score -7242284 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -7242360.500000 Penalty: 5361.344238
	Iteration 66Q: 3 clusters Score -7242360 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -7242461.500000 Penalty: 5361.344238
	Iteration 67Q: 3 clusters Score -7242462 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -7242551.000000 Penalty: 5361.344238
	Iteration 68Q: 3 clusters Score -7242551 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -7242672.500000 Penalty: 5361.344238
	Iteration 69Q: 3 clusters Score -7242672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -7242763.000000 Penalty: 5361.344238
	Iteration 70Q: 3 clusters Score -7242763 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -7242871.000000 Penalty: 5361.344238
	Iteration 71Q: 3 clusters Score -7242871 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -7242958.000000 Penalty: 5361.344238
	Iteration 72Q: 3 clusters Score -7242958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -7243027.500000 Penalty: 5361.344238
	Iteration 73Q: 3 clusters Score -7243028 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -7243079.000000 Penalty: 5361.344238
	Iteration 74Q: 3 clusters Score -7243079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -7243137.500000 Penalty: 5361.344238
	Iteration 75Q: 3 clusters Score -7243138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -7243164.000000 Penalty: 5361.344238
	Iteration 76Q: 3 clusters Score -7243164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -7243188.000000 Penalty: 5361.344238
	Iteration 77Q: 3 clusters Score -7243188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -7243237.000000 Penalty: 5361.344238
	Iteration 78Q: 3 clusters Score -7243237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -7243239.000000 Penalty: 5361.344238
	Iteration 79Q: 3 clusters Score -7243239 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -7243251.500000 Penalty: 5361.344238
	Iteration 80F: 3 clusters Score -7243252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -7243263.000000 Penalty: 5361.344238
	Iteration 81Q: 3 clusters Score -7243263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -7243290.500000 Penalty: 5361.344238
	Iteration 82Q: 3 clusters Score -7243290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -7243289.000000 Penalty: 5361.344238
	Iteration 83Q: 3 clusters Score -7243289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -7243294.500000 Penalty: 5361.344238
	Iteration 84Q: 3 clusters Score -7243294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -7243295.000000 Penalty: 5361.344238
	Iteration 85Q: 3 clusters Score -7243295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -7243309.500000 Penalty: 5361.344238
	Iteration 86Q: 3 clusters Score -7243310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -7243310.000000 Penalty: 5361.344238
	Iteration 87Q: 3 clusters Score -7243310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -7243316.500000 Penalty: 5361.344238
	Iteration 88Q: 3 clusters Score -7243316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -7243329.500000 Penalty: 5361.344238
	Iteration 89Q: 3 clusters Score -7243330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -7243340.500000 Penalty: 5361.344238
	Iteration 90Q: 3 clusters Score -7243340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -7243339.000000 Penalty: 5361.344238
	Iteration 91Q: 3 clusters Score -7243339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -7243344.000000 Penalty: 5361.344238
	Iteration 92Q: 3 clusters Score -7243344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -7243350.000000 Penalty: 5361.344238
	Iteration 93Q: 3 clusters Score -7243350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -7243348.500000 Penalty: 5361.344238
	Iteration 94Q: 3 clusters Score -7243348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -7243344.000000 Penalty: 5361.344238
	Iteration 95Q: 3 clusters Score -7243344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -7243352.000000 Penalty: 5361.344238
	Iteration 96Q: 3 clusters Score -7243352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -7243351.000000 Penalty: 5361.344238
	Iteration 97Q: 3 clusters Score -7243351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -7243357.500000 Penalty: 5361.344238
	Iteration 98Q: 3 clusters Score -7243358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -7243353.500000 Penalty: 5361.344238
	Iteration 99Q: 3 clusters Score -7243354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -7243356.500000 Penalty: 5361.344238
	Iteration 100F: 3 clusters Score -7243356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -7243354.500000 Penalty: 5361.344238
	Iteration 101Q: 3 clusters Score -7243354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -7243359.500000 Penalty: 5361.344238
	Iteration 102Q: 3 clusters Score -7243360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -7243353.000000 Penalty: 5361.344238
	Iteration 103Q: 3 clusters Score -7243353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -7243356.000000 Penalty: 5361.344238
	Iteration 104Q: 3 clusters Score -7243356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -7243357.500000 Penalty: 5361.344238
	Iteration 105Q: 3 clusters Score -7243358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -7243360.000000 Penalty: 5361.344238
	Iteration 106Q: 3 clusters Score -7243360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -7243353.000000 Penalty: 5361.344238
	Iteration 107Q: 3 clusters Score -7243353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -7243353.000000 Penalty: 5361.344238
	Iteration 108F: 3 clusters Score -7243353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1941303.375000 Penalty: 2352.735107
	Iteration 0F: 2 clusters Score -1941303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1931663.000000 Penalty: 4705.470215
	Iteration 0F: 3 clusters Score -1931663 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1934570.250000 Penalty: 4705.470215
	Iteration 1F: 3 clusters Score -1934570 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1934847.250000 Penalty: 4705.470215
	Iteration 2F: 3 clusters Score -1934847 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1935074.875000 Penalty: 4705.470215
	Iteration 3Q: 3 clusters Score -1935075 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1935238.125000 Penalty: 4705.470215
	Iteration 4Q: 3 clusters Score -1935238 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1935385.125000 Penalty: 4705.470215
	Iteration 5Q: 3 clusters Score -1935385 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1935525.750000 Penalty: 4705.470215
	Iteration 6Q: 3 clusters Score -1935526 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1935669.250000 Penalty: 4705.470215
	Iteration 7Q: 3 clusters Score -1935669 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1935816.250000 Penalty: 4705.470215
	Iteration 8Q: 3 clusters Score -1935816 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1935991.250000 Penalty: 4705.470215
	Iteration 9Q: 3 clusters Score -1935991 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1936192.375000 Penalty: 4705.470215
	Iteration 10Q: 3 clusters Score -1936192 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1936430.750000 Penalty: 4705.470215
	Iteration 11Q: 3 clusters Score -1936431 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1936717.375000 Penalty: 4705.470215
	Iteration 12Q: 3 clusters Score -1936717 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1937016.125000 Penalty: 4705.470215
	Iteration 13Q: 3 clusters Score -1937016 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1937337.375000 Penalty: 4705.470215
	Iteration 14Q: 3 clusters Score -1937337 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1937707.750000 Penalty: 4705.470215
	Iteration 15Q: 3 clusters Score -1937708 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1938089.125000 Penalty: 4705.470215
	Iteration 16Q: 3 clusters Score -1938089 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1938396.750000 Penalty: 4705.470215
	Iteration 17Q: 3 clusters Score -1938397 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1938656.875000 Penalty: 4705.470215
	Iteration 18Q: 3 clusters Score -1938657 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1938860.500000 Penalty: 4705.470215
	Iteration 19Q: 3 clusters Score -1938860 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1939001.250000 Penalty: 4705.470215
	Iteration 20F: 3 clusters Score -1939001 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1939103.125000 Penalty: 4705.470215
	Iteration 21Q: 3 clusters Score -1939103 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1939175.250000 Penalty: 4705.470215
	Iteration 22Q: 3 clusters Score -1939175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1939219.500000 Penalty: 4705.470215
	Iteration 23Q: 3 clusters Score -1939220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1939254.250000 Penalty: 4705.470215
	Iteration 24Q: 3 clusters Score -1939254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1939282.000000 Penalty: 4705.470215
	Iteration 25Q: 3 clusters Score -1939282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1939298.125000 Penalty: 4705.470215
	Iteration 26Q: 3 clusters Score -1939298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1939309.250000 Penalty: 4705.470215
	Iteration 27Q: 3 clusters Score -1939309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1939324.375000 Penalty: 4705.470215
	Iteration 28Q: 3 clusters Score -1939324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1939338.000000 Penalty: 4705.470215
	Iteration 29Q: 3 clusters Score -1939338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1939343.500000 Penalty: 4705.470215
	Iteration 30Q: 3 clusters Score -1939344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1939349.375000 Penalty: 4705.470215
	Iteration 31Q: 3 clusters Score -1939349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1939350.000000 Penalty: 4705.470215
	Iteration 32Q: 3 clusters Score -1939350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1939355.000000 Penalty: 4705.470215
	Iteration 33Q: 3 clusters Score -1939355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1939358.250000 Penalty: 4705.470215
	Iteration 34Q: 3 clusters Score -1939358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1939356.625000 Penalty: 4705.470215
	Iteration 35Q: 3 clusters Score -1939357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1939355.875000 Penalty: 4705.470215
	Iteration 36Q: 3 clusters Score -1939356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1939358.250000 Penalty: 4705.470215
	Iteration 37Q: 3 clusters Score -1939358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1939356.375000 Penalty: 4705.470215
	Iteration 38Q: 3 clusters Score -1939356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1939361.875000 Penalty: 4705.470215
	Iteration 39Q: 3 clusters Score -1939362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1939364.375000 Penalty: 4705.470215
	Iteration 40F: 3 clusters Score -1939364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1939363.500000 Penalty: 4705.470215
	Iteration 41Q: 3 clusters Score -1939364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1939363.500000 Penalty: 4705.470215
	Iteration 42F: 3 clusters Score -1939364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194337 members 
Entering Unmasked Estep 
Score: -29048930.000000 Penalty: 3019.982666
	Iteration 0F: 2 clusters Score -2.904893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -28920728.000000 Penalty: 6039.965332
	Iteration 0F: 3 clusters Score -2.892073e+07 nChanged 93309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -28975676.000000 Penalty: 6039.965332
	Iteration 1F: 3 clusters Score -2.897568e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -28976740.000000 Penalty: 6039.965332
	Iteration 2Q: 3 clusters Score -2.897674e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -28978022.000000 Penalty: 6039.965332
	Iteration 3Q: 3 clusters Score -2.897802e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109437 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -28979944.000000 Penalty: 6039.965332
	Iteration 4Q: 3 clusters Score -2.897994e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -28982918.000000 Penalty: 6039.965332
	Iteration 5Q: 3 clusters Score -2.898292e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -28987974.000000 Penalty: 6039.965332
	Iteration 6F: 3 clusters Score -2.898797e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -28997224.000000 Penalty: 6039.965332
	Iteration 7F: 3 clusters Score -2.899722e+07 nChanged 16764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -29010594.000000 Penalty: 6039.965332
	Iteration 8F: 3 clusters Score -2.901059e+07 nChanged 16552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172979 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -29025846.000000 Penalty: 6039.965332
	Iteration 9F: 3 clusters Score -2.902585e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185146 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -29037542.000000 Penalty: 6039.965332
	Iteration 10F: 3 clusters Score -2.903754e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -29043180.000000 Penalty: 6039.965332
	Iteration 11Q: 3 clusters Score -2.904318e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -29045218.000000 Penalty: 6039.965332
	Iteration 12Q: 3 clusters Score -2.904522e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29045758.000000 Penalty: 6039.965332
	Iteration 13Q: 3 clusters Score -2.904576e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194083 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29045948.000000 Penalty: 6039.965332
	Iteration 14Q: 3 clusters Score -2.904595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29046070.000000 Penalty: 6039.965332
	Iteration 15Q: 3 clusters Score -2.904607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194135 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29046098.000000 Penalty: 6039.965332
	Iteration 16Q: 3 clusters Score -2.90461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194147 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29046148.000000 Penalty: 6039.965332
	Iteration 17Q: 3 clusters Score -2.904615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29046172.000000 Penalty: 6039.965332
	Iteration 18Q: 3 clusters Score -2.904617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29046172.000000 Penalty: 6039.965332
	Iteration 19Q: 3 clusters Score -2.904617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29046186.000000 Penalty: 6039.965332
	Iteration 20F: 3 clusters Score -2.904619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29046194.000000 Penalty: 6039.965332
	Iteration 21Q: 3 clusters Score -2.904619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194150 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29046192.000000 Penalty: 6039.965332
	Iteration 22Q: 3 clusters Score -2.904619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29046208.000000 Penalty: 6039.965332
	Iteration 23Q: 3 clusters Score -2.904621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29046208.000000 Penalty: 6039.965332
	Iteration 24F: 3 clusters Score -2.904621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Entering Unmasked Estep 
Score: -741216.375000 Penalty: 2124.835938
	Iteration 0F: 2 clusters Score -741216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -736528.875000 Penalty: 4249.671875
	Iteration 0F: 3 clusters Score -736528.9 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -737729.750000 Penalty: 4249.671875
	Iteration 1F: 3 clusters Score -737729.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -737980.937500 Penalty: 4249.671875
	Iteration 2F: 3 clusters Score -737980.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -738137.125000 Penalty: 4249.671875
	Iteration 3F: 3 clusters Score -738137.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -738240.062500 Penalty: 4249.671875
	Iteration 4Q: 3 clusters Score -738240.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -738331.750000 Penalty: 4249.671875
	Iteration 5Q: 3 clusters Score -738331.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -738417.187500 Penalty: 4249.671875
	Iteration 6Q: 3 clusters Score -738417.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -738507.000000 Penalty: 4249.671875
	Iteration 7Q: 3 clusters Score -738507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -738595.437500 Penalty: 4249.671875
	Iteration 8Q: 3 clusters Score -738595.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -738695.500000 Penalty: 4249.671875
	Iteration 9Q: 3 clusters Score -738695.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -738801.500000 Penalty: 4249.671875
	Iteration 10Q: 3 clusters Score -738801.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -738922.312500 Penalty: 4249.671875
	Iteration 11Q: 3 clusters Score -738922.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -739036.687500 Penalty: 4249.671875
	Iteration 12Q: 3 clusters Score -739036.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -739148.625000 Penalty: 4249.671875
	Iteration 13Q: 3 clusters Score -739148.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -739258.875000 Penalty: 4249.671875
	Iteration 14Q: 3 clusters Score -739258.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -739361.250000 Penalty: 4249.671875
	Iteration 15Q: 3 clusters Score -739361.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -739462.125000 Penalty: 4249.671875
	Iteration 16Q: 3 clusters Score -739462.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -739563.312500 Penalty: 4249.671875
	Iteration 17Q: 3 clusters Score -739563.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -739637.875000 Penalty: 4249.671875
	Iteration 18Q: 3 clusters Score -739637.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -739680.437500 Penalty: 4249.671875
	Iteration 19Q: 3 clusters Score -739680.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -739708.250000 Penalty: 4249.671875
	Iteration 20F: 3 clusters Score -739708.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -739733.312500 Penalty: 4249.671875
	Iteration 21Q: 3 clusters Score -739733.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -739752.812500 Penalty: 4249.671875
	Iteration 22Q: 3 clusters Score -739752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -739764.937500 Penalty: 4249.671875
	Iteration 23Q: 3 clusters Score -739764.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -739776.937500 Penalty: 4249.671875
	Iteration 24Q: 3 clusters Score -739776.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -739789.250000 Penalty: 4249.671875
	Iteration 25Q: 3 clusters Score -739789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -739797.562500 Penalty: 4249.671875
	Iteration 26Q: 3 clusters Score -739797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -739802.375000 Penalty: 4249.671875
	Iteration 27Q: 3 clusters Score -739802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -739807.937500 Penalty: 4249.671875
	Iteration 28Q: 3 clusters Score -739807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -739813.000000 Penalty: 4249.671875
	Iteration 29Q: 3 clusters Score -739813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -739821.437500 Penalty: 4249.671875
	Iteration 30Q: 3 clusters Score -739821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -739835.562500 Penalty: 4249.671875
	Iteration 31Q: 3 clusters Score -739835.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -739851.937500 Penalty: 4249.671875
	Iteration 32Q: 3 clusters Score -739851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -739858.875000 Penalty: 4249.671875
	Iteration 33Q: 3 clusters Score -739858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -739870.375000 Penalty: 4249.671875
	Iteration 34Q: 3 clusters Score -739870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -739875.062500 Penalty: 4249.671875
	Iteration 35Q: 3 clusters Score -739875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -739877.562500 Penalty: 4249.671875
	Iteration 36Q: 3 clusters Score -739877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -739878.562500 Penalty: 4249.671875
	Iteration 37Q: 3 clusters Score -739878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -739882.562500 Penalty: 4249.671875
	Iteration 38Q: 3 clusters Score -739882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -739884.687500 Penalty: 4249.671875
	Iteration 39Q: 3 clusters Score -739884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -739887.187500 Penalty: 4249.671875
	Iteration 40F: 3 clusters Score -739887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -739887.812500 Penalty: 4249.671875
	Iteration 41Q: 3 clusters Score -739887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -739887.812500 Penalty: 4249.671875
	Iteration 42F: 3 clusters Score -739887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -50983.632812 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -50983.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49759.195312 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -49759.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50184.375000 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -50184.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50749.109375 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -50749.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51124.363281 Penalty: 2988.829590
	Iteration 3F: 3 clusters Score -51124.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51332.750000 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -51332.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51477.277344 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -51477.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51681.054688 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -51681.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51690.238281 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -51690.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51715.433594 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -51715.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51718.789062 Penalty: 2988.829590
	Iteration 9F: 3 clusters Score -51718.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51735.800781 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -51735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51828.046875 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -51828.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52071.398438 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -52071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52197.082031 Penalty: 2988.829590
	Iteration 13Q: 3 clusters Score -52197.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52197.082031 Penalty: 2988.829590
	Iteration 14F: 3 clusters Score -52197.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49472 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 194337 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 110 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10109 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25024 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11444 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 304 members 
Entering Unmasked Estep 
Score: -95494872.000000 Penalty: 113006.234375
Splitting cluster 6 changes total score from -95495432.000000 to -95494872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (152601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152601 members 
Entering Unmasked Estep 
Score: -22772380.000000 Penalty: 2960.024414
	Iteration 0F: 2 clusters Score -2.277238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -22674608.000000 Penalty: 5920.048828
	Iteration 0F: 3 clusters Score -2.267461e+07 nChanged 72937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -22717050.000000 Penalty: 5920.048828
	Iteration 1F: 3 clusters Score -2.271705e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -22718304.000000 Penalty: 5920.048828
	Iteration 2Q: 3 clusters Score -2.27183e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -22720162.000000 Penalty: 5920.048828
	Iteration 3Q: 3 clusters Score -2.272016e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -22722850.000000 Penalty: 5920.048828
	Iteration 4Q: 3 clusters Score -2.272285e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -22727234.000000 Penalty: 5920.048828
	Iteration 5F: 3 clusters Score -2.272723e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -22733260.000000 Penalty: 5920.048828
	Iteration 6F: 3 clusters Score -2.273326e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -22740682.000000 Penalty: 5920.048828
	Iteration 7F: 3 clusters Score -2.274068e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -22748254.000000 Penalty: 5920.048828
	Iteration 8F: 3 clusters Score -2.274825e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119529 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -22754416.000000 Penalty: 5920.048828
	Iteration 9F: 3 clusters Score -2.275442e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -22758412.000000 Penalty: 5920.048828
	Iteration 10Q: 3 clusters Score -2.275841e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129295 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -22761446.000000 Penalty: 5920.048828
	Iteration 11Q: 3 clusters Score -2.276145e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133160 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -22763728.000000 Penalty: 5920.048828
	Iteration 12Q: 3 clusters Score -2.276373e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -22765242.000000 Penalty: 5920.048828
	Iteration 13Q: 3 clusters Score -2.276524e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -22766260.000000 Penalty: 5920.048828
	Iteration 14Q: 3 clusters Score -2.276626e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -22767110.000000 Penalty: 5920.048828
	Iteration 15Q: 3 clusters Score -2.276711e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -22767738.000000 Penalty: 5920.048828
	Iteration 16Q: 3 clusters Score -2.276774e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145038 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -22768222.000000 Penalty: 5920.048828
	Iteration 17Q: 3 clusters Score -2.276822e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -22768566.000000 Penalty: 5920.048828
	Iteration 18Q: 3 clusters Score -2.276857e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147036 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -22768820.000000 Penalty: 5920.048828
	Iteration 19Q: 3 clusters Score -2.276882e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -22769054.000000 Penalty: 5920.048828
	Iteration 20F: 3 clusters Score -2.276905e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148310 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -22769212.000000 Penalty: 5920.048828
	Iteration 21Q: 3 clusters Score -2.276921e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -22769380.000000 Penalty: 5920.048828
	Iteration 22Q: 3 clusters Score -2.276938e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -22769440.000000 Penalty: 5920.048828
	Iteration 23Q: 3 clusters Score -2.276944e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149375 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -22769556.000000 Penalty: 5920.048828
	Iteration 24Q: 3 clusters Score -2.276956e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149595 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -22769678.000000 Penalty: 5920.048828
	Iteration 25Q: 3 clusters Score -2.276968e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22769742.000000 Penalty: 5920.048828
	Iteration 26Q: 3 clusters Score -2.276974e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -22769764.000000 Penalty: 5920.048828
	Iteration 27Q: 3 clusters Score -2.276976e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -22769806.000000 Penalty: 5920.048828
	Iteration 28Q: 3 clusters Score -2.276981e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150206 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22769828.000000 Penalty: 5920.048828
	Iteration 29Q: 3 clusters Score -2.276983e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -22769862.000000 Penalty: 5920.048828
	Iteration 30Q: 3 clusters Score -2.276986e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -22769874.000000 Penalty: 5920.048828
	Iteration 31Q: 3 clusters Score -2.276987e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -22769896.000000 Penalty: 5920.048828
	Iteration 32Q: 3 clusters Score -2.27699e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150540 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -22769936.000000 Penalty: 5920.048828
	Iteration 33Q: 3 clusters Score -2.276994e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150600 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -22769968.000000 Penalty: 5920.048828
	Iteration 34Q: 3 clusters Score -2.276997e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -22769978.000000 Penalty: 5920.048828
	Iteration 35Q: 3 clusters Score -2.276998e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22770000.000000 Penalty: 5920.048828
	Iteration 36Q: 3 clusters Score -2.277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150732 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22770008.000000 Penalty: 5920.048828
	Iteration 37Q: 3 clusters Score -2.277001e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150759 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22770020.000000 Penalty: 5920.048828
	Iteration 38Q: 3 clusters Score -2.277002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150788 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22770026.000000 Penalty: 5920.048828
	Iteration 39Q: 3 clusters Score -2.277003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -22769998.000000 Penalty: 5920.048828
	Iteration 40F: 3 clusters Score -2.277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150841 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -22770050.000000 Penalty: 5920.048828
	Iteration 41Q: 3 clusters Score -2.277005e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150871 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22770056.000000 Penalty: 5920.048828
	Iteration 42Q: 3 clusters Score -2.277006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -22770040.000000 Penalty: 5920.048828
	Iteration 43Q: 3 clusters Score -2.277004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -22770048.000000 Penalty: 5920.048828
	Iteration 44Q: 3 clusters Score -2.277005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -22770058.000000 Penalty: 5920.048828
	Iteration 45Q: 3 clusters Score -2.277006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22770080.000000 Penalty: 5920.048828
	Iteration 46Q: 3 clusters Score -2.277008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22770088.000000 Penalty: 5920.048828
	Iteration 47Q: 3 clusters Score -2.277009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150959 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22770086.000000 Penalty: 5920.048828
	Iteration 48Q: 3 clusters Score -2.277009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150964 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22770082.000000 Penalty: 5920.048828
	Iteration 49Q: 3 clusters Score -2.277008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150965 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -22770072.000000 Penalty: 5920.048828
	Iteration 50Q: 3 clusters Score -2.277007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150968 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -22770070.000000 Penalty: 5920.048828
	Iteration 51Q: 3 clusters Score -2.277007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150973 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22770082.000000 Penalty: 5920.048828
	Iteration 52Q: 3 clusters Score -2.277008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -22770090.000000 Penalty: 5920.048828
	Iteration 53Q: 3 clusters Score -2.277009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -22770078.000000 Penalty: 5920.048828
	Iteration 54Q: 3 clusters Score -2.277008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150990 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22770074.000000 Penalty: 5920.048828
	Iteration 55Q: 3 clusters Score -2.277007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -22770072.000000 Penalty: 5920.048828
	Iteration 56Q: 3 clusters Score -2.277007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -22770076.000000 Penalty: 5920.048828
	Iteration 57Q: 3 clusters Score -2.277008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150999 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -22770086.000000 Penalty: 5920.048828
	Iteration 58Q: 3 clusters Score -2.277009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151001 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22770084.000000 Penalty: 5920.048828
	Iteration 59Q: 3 clusters Score -2.277008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151001 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22770084.000000 Penalty: 5920.048828
	Iteration 60F: 3 clusters Score -2.277008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Entering Unmasked Estep 
Score: -1466556.375000 Penalty: 2286.853027
	Iteration 0F: 2 clusters Score -1466556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1458762.875000 Penalty: 4573.706055
	Iteration 0F: 3 clusters Score -1458763 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1461036.500000 Penalty: 4573.706055
	Iteration 1F: 3 clusters Score -1461036 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1461339.125000 Penalty: 4573.706055
	Iteration 2F: 3 clusters Score -1461339 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1461571.125000 Penalty: 4573.706055
	Iteration 3F: 3 clusters Score -1461571 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1461742.875000 Penalty: 4573.706055
	Iteration 4Q: 3 clusters Score -1461743 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1461904.000000 Penalty: 4573.706055
	Iteration 5Q: 3 clusters Score -1461904 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1462050.000000 Penalty: 4573.706055
	Iteration 6Q: 3 clusters Score -1462050 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1462191.875000 Penalty: 4573.706055
	Iteration 7Q: 3 clusters Score -1462192 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1462337.500000 Penalty: 4573.706055
	Iteration 8Q: 3 clusters Score -1462338 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1462502.875000 Penalty: 4573.706055
	Iteration 9Q: 3 clusters Score -1462503 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1462677.875000 Penalty: 4573.706055
	Iteration 10Q: 3 clusters Score -1462678 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1462872.750000 Penalty: 4573.706055
	Iteration 11Q: 3 clusters Score -1462873 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1463085.250000 Penalty: 4573.706055
	Iteration 12Q: 3 clusters Score -1463085 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1463297.375000 Penalty: 4573.706055
	Iteration 13Q: 3 clusters Score -1463297 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1463496.500000 Penalty: 4573.706055
	Iteration 14Q: 3 clusters Score -1463496 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1463681.250000 Penalty: 4573.706055
	Iteration 15Q: 3 clusters Score -1463681 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1463849.375000 Penalty: 4573.706055
	Iteration 16Q: 3 clusters Score -1463849 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1463986.625000 Penalty: 4573.706055
	Iteration 17Q: 3 clusters Score -1463987 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1464122.250000 Penalty: 4573.706055
	Iteration 18Q: 3 clusters Score -1464122 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1464206.625000 Penalty: 4573.706055
	Iteration 19Q: 3 clusters Score -1464207 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1464269.875000 Penalty: 4573.706055
	Iteration 20F: 3 clusters Score -1464270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1464318.375000 Penalty: 4573.706055
	Iteration 21Q: 3 clusters Score -1464318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1464344.625000 Penalty: 4573.706055
	Iteration 22Q: 3 clusters Score -1464345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1464363.250000 Penalty: 4573.706055
	Iteration 23Q: 3 clusters Score -1464363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1464378.625000 Penalty: 4573.706055
	Iteration 24Q: 3 clusters Score -1464379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1464394.625000 Penalty: 4573.706055
	Iteration 25Q: 3 clusters Score -1464395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1464401.875000 Penalty: 4573.706055
	Iteration 26Q: 3 clusters Score -1464402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1464413.000000 Penalty: 4573.706055
	Iteration 27Q: 3 clusters Score -1464413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1464421.875000 Penalty: 4573.706055
	Iteration 28Q: 3 clusters Score -1464422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1464436.750000 Penalty: 4573.706055
	Iteration 29Q: 3 clusters Score -1464437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1464447.500000 Penalty: 4573.706055
	Iteration 30Q: 3 clusters Score -1464448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1464458.750000 Penalty: 4573.706055
	Iteration 31Q: 3 clusters Score -1464459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1464465.750000 Penalty: 4573.706055
	Iteration 32Q: 3 clusters Score -1464466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1464475.125000 Penalty: 4573.706055
	Iteration 33Q: 3 clusters Score -1464475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1464484.000000 Penalty: 4573.706055
	Iteration 34Q: 3 clusters Score -1464484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1464488.375000 Penalty: 4573.706055
	Iteration 35Q: 3 clusters Score -1464488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1464493.375000 Penalty: 4573.706055
	Iteration 36Q: 3 clusters Score -1464493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1464492.000000 Penalty: 4573.706055
	Iteration 37Q: 3 clusters Score -1464492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1464496.000000 Penalty: 4573.706055
	Iteration 38Q: 3 clusters Score -1464496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1464496.625000 Penalty: 4573.706055
	Iteration 39Q: 3 clusters Score -1464497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1464501.000000 Penalty: 4573.706055
	Iteration 40F: 3 clusters Score -1464501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1464504.375000 Penalty: 4573.706055
	Iteration 41Q: 3 clusters Score -1464504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1464512.125000 Penalty: 4573.706055
	Iteration 42Q: 3 clusters Score -1464512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1464518.750000 Penalty: 4573.706055
	Iteration 43Q: 3 clusters Score -1464519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1464524.375000 Penalty: 4573.706055
	Iteration 44Q: 3 clusters Score -1464524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1464524.000000 Penalty: 4573.706055
	Iteration 45Q: 3 clusters Score -1464524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1464528.750000 Penalty: 4573.706055
	Iteration 46Q: 3 clusters Score -1464529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1464532.125000 Penalty: 4573.706055
	Iteration 47Q: 3 clusters Score -1464532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1464535.250000 Penalty: 4573.706055
	Iteration 48Q: 3 clusters Score -1464535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1464541.625000 Penalty: 4573.706055
	Iteration 49Q: 3 clusters Score -1464542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1464540.375000 Penalty: 4573.706055
	Iteration 50Q: 3 clusters Score -1464540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1464542.250000 Penalty: 4573.706055
	Iteration 51Q: 3 clusters Score -1464542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1464546.375000 Penalty: 4573.706055
	Iteration 52Q: 3 clusters Score -1464546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1464549.125000 Penalty: 4573.706055
	Iteration 53Q: 3 clusters Score -1464549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1464550.750000 Penalty: 4573.706055
	Iteration 54Q: 3 clusters Score -1464551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1464551.375000 Penalty: 4573.706055
	Iteration 55Q: 3 clusters Score -1464551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1464554.125000 Penalty: 4573.706055
	Iteration 56Q: 3 clusters Score -1464554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1464557.375000 Penalty: 4573.706055
	Iteration 57Q: 3 clusters Score -1464557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1464556.000000 Penalty: 4573.706055
	Iteration 58Q: 3 clusters Score -1464556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1464555.500000 Penalty: 4573.706055
	Iteration 59Q: 3 clusters Score -1464556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1464555.000000 Penalty: 4573.706055
	Iteration 60F: 3 clusters Score -1464555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1464556.750000 Penalty: 4573.706055
	Iteration 61Q: 3 clusters Score -1464557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1464558.250000 Penalty: 4573.706055
	Iteration 62Q: 3 clusters Score -1464558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1464558.250000 Penalty: 4573.706055
	Iteration 63F: 3 clusters Score -1464558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Entering Unmasked Estep 
Score: -1019551.062500 Penalty: 2194.857422
	Iteration 0F: 2 clusters Score -1019551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1013796.875000 Penalty: 4389.714844
	Iteration 0F: 3 clusters Score -1013797 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1015300.000000 Penalty: 4389.714844
	Iteration 1F: 3 clusters Score -1015300 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1015581.437500 Penalty: 4389.714844
	Iteration 2F: 3 clusters Score -1015581 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1015795.500000 Penalty: 4389.714844
	Iteration 3F: 3 clusters Score -1015796 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1015990.937500 Penalty: 4389.714844
	Iteration 4Q: 3 clusters Score -1015991 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1016182.812500 Penalty: 4389.714844
	Iteration 5Q: 3 clusters Score -1016183 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1016360.625000 Penalty: 4389.714844
	Iteration 6Q: 3 clusters Score -1016361 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1016548.937500 Penalty: 4389.714844
	Iteration 7Q: 3 clusters Score -1016549 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1016736.500000 Penalty: 4389.714844
	Iteration 8Q: 3 clusters Score -1016736 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1016924.937500 Penalty: 4389.714844
	Iteration 9Q: 3 clusters Score -1016925 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1017094.687500 Penalty: 4389.714844
	Iteration 10Q: 3 clusters Score -1017095 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1017231.125000 Penalty: 4389.714844
	Iteration 11Q: 3 clusters Score -1017231 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1017355.812500 Penalty: 4389.714844
	Iteration 12Q: 3 clusters Score -1017356 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1017468.750000 Penalty: 4389.714844
	Iteration 13Q: 3 clusters Score -1017469 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1017560.062500 Penalty: 4389.714844
	Iteration 14Q: 3 clusters Score -1017560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1017622.625000 Penalty: 4389.714844
	Iteration 15Q: 3 clusters Score -1017623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1017674.375000 Penalty: 4389.714844
	Iteration 16Q: 3 clusters Score -1017674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1017722.875000 Penalty: 4389.714844
	Iteration 17Q: 3 clusters Score -1017723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1017743.750000 Penalty: 4389.714844
	Iteration 18Q: 3 clusters Score -1017744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1017754.500000 Penalty: 4389.714844
	Iteration 19Q: 3 clusters Score -1017754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1017774.562500 Penalty: 4389.714844
	Iteration 20F: 3 clusters Score -1017775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1017796.187500 Penalty: 4389.714844
	Iteration 21Q: 3 clusters Score -1017796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1017822.312500 Penalty: 4389.714844
	Iteration 22Q: 3 clusters Score -1017822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1017847.437500 Penalty: 4389.714844
	Iteration 23Q: 3 clusters Score -1017847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1017863.250000 Penalty: 4389.714844
	Iteration 24Q: 3 clusters Score -1017863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1017872.437500 Penalty: 4389.714844
	Iteration 25Q: 3 clusters Score -1017872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1017879.750000 Penalty: 4389.714844
	Iteration 26Q: 3 clusters Score -1017880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1017884.125000 Penalty: 4389.714844
	Iteration 27Q: 3 clusters Score -1017884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1017888.687500 Penalty: 4389.714844
	Iteration 28Q: 3 clusters Score -1017889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1017890.750000 Penalty: 4389.714844
	Iteration 29Q: 3 clusters Score -1017891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1017891.125000 Penalty: 4389.714844
	Iteration 30Q: 3 clusters Score -1017891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1017892.500000 Penalty: 4389.714844
	Iteration 31Q: 3 clusters Score -1017892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1017893.687500 Penalty: 4389.714844
	Iteration 32Q: 3 clusters Score -1017894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1017892.875000 Penalty: 4389.714844
	Iteration 33Q: 3 clusters Score -1017893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1017894.312500 Penalty: 4389.714844
	Iteration 34Q: 3 clusters Score -1017894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1017896.125000 Penalty: 4389.714844
	Iteration 35Q: 3 clusters Score -1017896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1017897.000000 Penalty: 4389.714844
	Iteration 36Q: 3 clusters Score -1017897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1017898.062500 Penalty: 4389.714844
	Iteration 37Q: 3 clusters Score -1017898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1017899.000000 Penalty: 4389.714844
	Iteration 38Q: 3 clusters Score -1017899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1017899.000000 Penalty: 4389.714844
	Iteration 39F: 3 clusters Score -1017899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Entering Unmasked Estep 
Score: -9133983.000000 Penalty: 2735.678711
	Iteration 0F: 2 clusters Score -9133983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -9092509.000000 Penalty: 5471.357422
	Iteration 0F: 3 clusters Score -9092509 nChanged 28822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -9108790.000000 Penalty: 5471.357422
	Iteration 1F: 3 clusters Score -9108790 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -9109413.000000 Penalty: 5471.357422
	Iteration 2Q: 3 clusters Score -9109413 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -9110214.000000 Penalty: 5471.357422
	Iteration 3Q: 3 clusters Score -9110214 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -9111396.000000 Penalty: 5471.357422
	Iteration 4Q: 3 clusters Score -9111396 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -9112991.000000 Penalty: 5471.357422
	Iteration 5F: 3 clusters Score -9112991 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -9114889.000000 Penalty: 5471.357422
	Iteration 6F: 3 clusters Score -9114889 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -9117346.000000 Penalty: 5471.357422
	Iteration 7F: 3 clusters Score -9117346 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -9119902.000000 Penalty: 5471.357422
	Iteration 8F: 3 clusters Score -9119902 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -9122757.000000 Penalty: 5471.357422
	Iteration 9F: 3 clusters Score -9122757 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -9125339.000000 Penalty: 5471.357422
	Iteration 10F: 3 clusters Score -9125339 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -9127414.000000 Penalty: 5471.357422
	Iteration 11Q: 3 clusters Score -9127414 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -9128913.000000 Penalty: 5471.357422
	Iteration 12Q: 3 clusters Score -9128913 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -9130004.000000 Penalty: 5471.357422
	Iteration 13Q: 3 clusters Score -9130004 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -9130683.000000 Penalty: 5471.357422
	Iteration 14Q: 3 clusters Score -9130683 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -9131131.000000 Penalty: 5471.357422
	Iteration 15Q: 3 clusters Score -9131131 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -9131464.000000 Penalty: 5471.357422
	Iteration 16Q: 3 clusters Score -9131464 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -9131696.000000 Penalty: 5471.357422
	Iteration 17Q: 3 clusters Score -9131696 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -9131869.000000 Penalty: 5471.357422
	Iteration 18Q: 3 clusters Score -9131869 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -9132043.000000 Penalty: 5471.357422
	Iteration 19Q: 3 clusters Score -9132043 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -9132137.000000 Penalty: 5471.357422
	Iteration 20F: 3 clusters Score -9132137 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -9132208.000000 Penalty: 5471.357422
	Iteration 21Q: 3 clusters Score -9132208 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -9132281.000000 Penalty: 5471.357422
	Iteration 22Q: 3 clusters Score -9132281 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -9132346.000000 Penalty: 5471.357422
	Iteration 23Q: 3 clusters Score -9132346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -9132378.000000 Penalty: 5471.357422
	Iteration 24Q: 3 clusters Score -9132378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -9132425.000000 Penalty: 5471.357422
	Iteration 25Q: 3 clusters Score -9132425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -9132466.000000 Penalty: 5471.357422
	Iteration 26Q: 3 clusters Score -9132466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -9132488.000000 Penalty: 5471.357422
	Iteration 27Q: 3 clusters Score -9132488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -9132479.000000 Penalty: 5471.357422
	Iteration 28Q: 3 clusters Score -9132479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -9132490.000000 Penalty: 5471.357422
	Iteration 29Q: 3 clusters Score -9132490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -9132494.000000 Penalty: 5471.357422
	Iteration 30Q: 3 clusters Score -9132494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9132497.000000 Penalty: 5471.357422
	Iteration 31Q: 3 clusters Score -9132497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -9132497.000000 Penalty: 5471.357422
	Iteration 32Q: 3 clusters Score -9132497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -9132508.000000 Penalty: 5471.357422
	Iteration 33Q: 3 clusters Score -9132508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -9132509.000000 Penalty: 5471.357422
	Iteration 34Q: 3 clusters Score -9132509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -9132493.000000 Penalty: 5471.357422
	Iteration 35Q: 3 clusters Score -9132493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -9132512.000000 Penalty: 5471.357422
	Iteration 36Q: 3 clusters Score -9132512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -9132509.000000 Penalty: 5471.357422
	Iteration 37Q: 3 clusters Score -9132509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -9132508.000000 Penalty: 5471.357422
	Iteration 38Q: 3 clusters Score -9132508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -9132515.000000 Penalty: 5471.357422
	Iteration 39Q: 3 clusters Score -9132515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -9132516.000000 Penalty: 5471.357422
	Iteration 40F: 3 clusters Score -9132516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -9132516.000000 Penalty: 5471.357422
	Iteration 41Q: 3 clusters Score -9132516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -9132515.000000 Penalty: 5471.357422
	Iteration 42Q: 3 clusters Score -9132515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -9132525.000000 Penalty: 5471.357422
	Iteration 43Q: 3 clusters Score -9132525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -9132521.000000 Penalty: 5471.357422
	Iteration 44Q: 3 clusters Score -9132521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -9132513.000000 Penalty: 5471.357422
	Iteration 45Q: 3 clusters Score -9132513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -9132513.000000 Penalty: 5471.357422
	Iteration 46F: 3 clusters Score -9132513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -137615.750000 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -137615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135707.250000 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -135707.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135995.765625 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -135995.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136083.906250 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -136083.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136126.531250 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -136126.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136159.890625 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -136159.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136184.046875 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -136184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136199.500000 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -136199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136213.953125 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -136214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136228.046875 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -136228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136237.140625 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -136237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136249.015625 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -136249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136254.531250 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -136254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136258.718750 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -136258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136262.937500 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -136262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136263.984375 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -136264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -136265.625000 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -136265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136267.984375 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -136268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136270.218750 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -136270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136270.218750 Penalty: 3411.649902
	Iteration 18F: 3 clusters Score -136270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -892555.750000 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -892555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -887135.250000 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -887135.2 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -888496.875000 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -888496.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -888824.937500 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -888824.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -889071.437500 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -889071.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -889299.687500 Penalty: 4351.521973
	Iteration 4F: 3 clusters Score -889299.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -889544.937500 Penalty: 4351.521973
	Iteration 5F: 3 clusters Score -889544.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -889837.562500 Penalty: 4351.521973
	Iteration 6F: 3 clusters Score -889837.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -890152.312500 Penalty: 4351.521973
	Iteration 7F: 3 clusters Score -890152.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -890438.000000 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -890438 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -890637.312500 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -890637.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -890790.062500 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -890790.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -890880.687500 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -890880.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -890950.937500 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -890950.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -891005.000000 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -891005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -891043.875000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -891043.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -891079.562500 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -891079.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -891114.500000 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -891114.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -891145.187500 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -891145.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -891174.937500 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -891174.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -891199.437500 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -891199.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -891226.000000 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -891226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -891242.187500 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -891242.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -891250.125000 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -891250.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -891262.562500 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -891262.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -891269.750000 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -891269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -891273.437500 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -891273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -891275.875000 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -891275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -891278.437500 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -891278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -891279.062500 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -891279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -891279.500000 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -891279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -891280.312500 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -891280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -891280.250000 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -891280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -891280.250000 Penalty: 4351.521973
	Iteration 32F: 3 clusters Score -891280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Entering Unmasked Estep 
Score: -3416348.000000 Penalty: 2511.642334
	Iteration 0F: 2 clusters Score -3416348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3398950.750000 Penalty: 5023.284668
	Iteration 0F: 3 clusters Score -3398951 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3405001.250000 Penalty: 5023.284668
	Iteration 1F: 3 clusters Score -3405001 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3405424.500000 Penalty: 5023.284668
	Iteration 2F: 3 clusters Score -3405424 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3405797.750000 Penalty: 5023.284668
	Iteration 3Q: 3 clusters Score -3405798 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3406207.500000 Penalty: 5023.284668
	Iteration 4Q: 3 clusters Score -3406208 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3406615.500000 Penalty: 5023.284668
	Iteration 5Q: 3 clusters Score -3406616 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3407025.750000 Penalty: 5023.284668
	Iteration 6Q: 3 clusters Score -3407026 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3407476.000000 Penalty: 5023.284668
	Iteration 7Q: 3 clusters Score -3407476 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3408050.500000 Penalty: 5023.284668
	Iteration 8Q: 3 clusters Score -3408050 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3408760.500000 Penalty: 5023.284668
	Iteration 9Q: 3 clusters Score -3408760 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3409616.500000 Penalty: 5023.284668
	Iteration 10F: 3 clusters Score -3409616 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3410455.000000 Penalty: 5023.284668
	Iteration 11Q: 3 clusters Score -3410455 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3411313.750000 Penalty: 5023.284668
	Iteration 12Q: 3 clusters Score -3411314 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3412118.250000 Penalty: 5023.284668
	Iteration 13Q: 3 clusters Score -3412118 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3412799.250000 Penalty: 5023.284668
	Iteration 14Q: 3 clusters Score -3412799 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3413339.000000 Penalty: 5023.284668
	Iteration 15Q: 3 clusters Score -3413339 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3413727.000000 Penalty: 5023.284668
	Iteration 16Q: 3 clusters Score -3413727 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3414017.500000 Penalty: 5023.284668
	Iteration 17Q: 3 clusters Score -3414018 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3414240.250000 Penalty: 5023.284668
	Iteration 18Q: 3 clusters Score -3414240 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3414370.000000 Penalty: 5023.284668
	Iteration 19Q: 3 clusters Score -3414370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3414451.750000 Penalty: 5023.284668
	Iteration 20F: 3 clusters Score -3414452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3414521.250000 Penalty: 5023.284668
	Iteration 21Q: 3 clusters Score -3414521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3414575.000000 Penalty: 5023.284668
	Iteration 22Q: 3 clusters Score -3414575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3414614.500000 Penalty: 5023.284668
	Iteration 23Q: 3 clusters Score -3414614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3414642.750000 Penalty: 5023.284668
	Iteration 24Q: 3 clusters Score -3414643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3414657.750000 Penalty: 5023.284668
	Iteration 25Q: 3 clusters Score -3414658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3414686.000000 Penalty: 5023.284668
	Iteration 26Q: 3 clusters Score -3414686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3414696.500000 Penalty: 5023.284668
	Iteration 27Q: 3 clusters Score -3414696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3414700.000000 Penalty: 5023.284668
	Iteration 28Q: 3 clusters Score -3414700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3414705.500000 Penalty: 5023.284668
	Iteration 29Q: 3 clusters Score -3414706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3414706.000000 Penalty: 5023.284668
	Iteration 30Q: 3 clusters Score -3414706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3414712.250000 Penalty: 5023.284668
	Iteration 31Q: 3 clusters Score -3414712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3414717.750000 Penalty: 5023.284668
	Iteration 32Q: 3 clusters Score -3414718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3414724.250000 Penalty: 5023.284668
	Iteration 33Q: 3 clusters Score -3414724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3414726.750000 Penalty: 5023.284668
	Iteration 34Q: 3 clusters Score -3414727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3414726.250000 Penalty: 5023.284668
	Iteration 35Q: 3 clusters Score -3414726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3414731.250000 Penalty: 5023.284668
	Iteration 36Q: 3 clusters Score -3414731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3414735.000000 Penalty: 5023.284668
	Iteration 37Q: 3 clusters Score -3414735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3414735.500000 Penalty: 5023.284668
	Iteration 38Q: 3 clusters Score -3414736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3414735.500000 Penalty: 5023.284668
	Iteration 39F: 3 clusters Score -3414736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -181066.171875 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -181066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -178875.984375 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -178876 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -179256.000000 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -179256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179383.625000 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -179383.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -179470.921875 Penalty: 3570.669922
	Iteration 3Q: 3 clusters Score -179470.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -179530.734375 Penalty: 3570.669922
	Iteration 4Q: 3 clusters Score -179530.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -179580.015625 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -179580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -179624.640625 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -179624.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179693.953125 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -179694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179723.593750 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -179723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179742.625000 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -179742.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -179759.562500 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -179759.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179781.453125 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -179781.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -179807.156250 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -179807.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179839.109375 Penalty: 3570.669922
	Iteration 13Q: 3 clusters Score -179839.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -179878.968750 Penalty: 3570.669922
	Iteration 14Q: 3 clusters Score -179879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179922.562500 Penalty: 3570.669922
	Iteration 15Q: 3 clusters Score -179922.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -179977.515625 Penalty: 3570.669922
	Iteration 16Q: 3 clusters Score -179977.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -180017.937500 Penalty: 3570.669922
	Iteration 17Q: 3 clusters Score -180017.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -180084.281250 Penalty: 3570.669922
	Iteration 18Q: 3 clusters Score -180084.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -180173.656250 Penalty: 3570.669922
	Iteration 19Q: 3 clusters Score -180173.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180232.312500 Penalty: 3570.669922
	Iteration 20F: 3 clusters Score -180232.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -180267.062500 Penalty: 3570.669922
	Iteration 21Q: 3 clusters Score -180267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -180283.781250 Penalty: 3570.669922
	Iteration 22Q: 3 clusters Score -180283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -180293.328125 Penalty: 3570.669922
	Iteration 23Q: 3 clusters Score -180293.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -180305.875000 Penalty: 3570.669922
	Iteration 24Q: 3 clusters Score -180305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180315.703125 Penalty: 3570.669922
	Iteration 25Q: 3 clusters Score -180315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -180323.078125 Penalty: 3570.669922
	Iteration 26Q: 3 clusters Score -180323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -180332.187500 Penalty: 3570.669922
	Iteration 27Q: 3 clusters Score -180332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -180339.046875 Penalty: 3570.669922
	Iteration 28Q: 3 clusters Score -180339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -180347.812500 Penalty: 3570.669922
	Iteration 29Q: 3 clusters Score -180347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -180354.109375 Penalty: 3570.669922
	Iteration 30Q: 3 clusters Score -180354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180362.921875 Penalty: 3570.669922
	Iteration 31Q: 3 clusters Score -180362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -180369.906250 Penalty: 3570.669922
	Iteration 32Q: 3 clusters Score -180369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180372.250000 Penalty: 3570.669922
	Iteration 33Q: 3 clusters Score -180372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180372.250000 Penalty: 3570.669922
	Iteration 34F: 3 clusters Score -180372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Entering Unmasked Estep 
Score: -1632718.625000 Penalty: 2302.975098
	Iteration 0F: 2 clusters Score -1632719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1624498.875000 Penalty: 4605.950195
	Iteration 0F: 3 clusters Score -1624499 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1626882.000000 Penalty: 4605.950195
	Iteration 1F: 3 clusters Score -1626882 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1627196.000000 Penalty: 4605.950195
	Iteration 2F: 3 clusters Score -1627196 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1627431.250000 Penalty: 4605.950195
	Iteration 3F: 3 clusters Score -1627431 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1627669.750000 Penalty: 4605.950195
	Iteration 4Q: 3 clusters Score -1627670 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1627944.750000 Penalty: 4605.950195
	Iteration 5Q: 3 clusters Score -1627945 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1628278.750000 Penalty: 4605.950195
	Iteration 6Q: 3 clusters Score -1628279 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1628714.375000 Penalty: 4605.950195
	Iteration 7F: 3 clusters Score -1628714 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1629187.875000 Penalty: 4605.950195
	Iteration 8F: 3 clusters Score -1629188 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1629633.125000 Penalty: 4605.950195
	Iteration 9Q: 3 clusters Score -1629633 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1629979.250000 Penalty: 4605.950195
	Iteration 10Q: 3 clusters Score -1629979 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1630220.500000 Penalty: 4605.950195
	Iteration 11Q: 3 clusters Score -1630220 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1630364.375000 Penalty: 4605.950195
	Iteration 12Q: 3 clusters Score -1630364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1630445.000000 Penalty: 4605.950195
	Iteration 13Q: 3 clusters Score -1630445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1630503.875000 Penalty: 4605.950195
	Iteration 14Q: 3 clusters Score -1630504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1630545.875000 Penalty: 4605.950195
	Iteration 15Q: 3 clusters Score -1630546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1630582.000000 Penalty: 4605.950195
	Iteration 16Q: 3 clusters Score -1630582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1630602.125000 Penalty: 4605.950195
	Iteration 17Q: 3 clusters Score -1630602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1630617.500000 Penalty: 4605.950195
	Iteration 18Q: 3 clusters Score -1630618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1630634.000000 Penalty: 4605.950195
	Iteration 19Q: 3 clusters Score -1630634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1630649.750000 Penalty: 4605.950195
	Iteration 20F: 3 clusters Score -1630650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1630660.500000 Penalty: 4605.950195
	Iteration 21Q: 3 clusters Score -1630660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1630665.000000 Penalty: 4605.950195
	Iteration 22Q: 3 clusters Score -1630665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1630675.750000 Penalty: 4605.950195
	Iteration 23Q: 3 clusters Score -1630676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1630683.000000 Penalty: 4605.950195
	Iteration 24Q: 3 clusters Score -1630683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1630682.500000 Penalty: 4605.950195
	Iteration 25Q: 3 clusters Score -1630682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1630685.500000 Penalty: 4605.950195
	Iteration 26Q: 3 clusters Score -1630686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1630686.250000 Penalty: 4605.950195
	Iteration 27Q: 3 clusters Score -1630686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1630686.250000 Penalty: 4605.950195
	Iteration 28F: 3 clusters Score -1630686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Entering Unmasked Estep 
Score: -5009152.500000 Penalty: 2587.142090
	Iteration 0F: 2 clusters Score -5009152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4985941.500000 Penalty: 5174.284180
	Iteration 0F: 3 clusters Score -4985942 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4994350.500000 Penalty: 5174.284180
	Iteration 1F: 3 clusters Score -4994350 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4994827.500000 Penalty: 5174.284180
	Iteration 2Q: 3 clusters Score -4994828 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4995339.500000 Penalty: 5174.284180
	Iteration 3Q: 3 clusters Score -4995340 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4996039.000000 Penalty: 5174.284180
	Iteration 4Q: 3 clusters Score -4996039 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4997026.500000 Penalty: 5174.284180
	Iteration 5F: 3 clusters Score -4997026 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4998458.000000 Penalty: 5174.284180
	Iteration 6F: 3 clusters Score -4998458 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5000349.000000 Penalty: 5174.284180
	Iteration 7F: 3 clusters Score -5000349 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -5002443.000000 Penalty: 5174.284180
	Iteration 8F: 3 clusters Score -5002443 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -5004357.000000 Penalty: 5174.284180
	Iteration 9F: 3 clusters Score -5004357 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -5005597.500000 Penalty: 5174.284180
	Iteration 10Q: 3 clusters Score -5005598 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -5006249.000000 Penalty: 5174.284180
	Iteration 11Q: 3 clusters Score -5006249 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -5006559.000000 Penalty: 5174.284180
	Iteration 12Q: 3 clusters Score -5006559 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5006700.500000 Penalty: 5174.284180
	Iteration 13Q: 3 clusters Score -5006700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -5006775.000000 Penalty: 5174.284180
	Iteration 14Q: 3 clusters Score -5006775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5006815.500000 Penalty: 5174.284180
	Iteration 15Q: 3 clusters Score -5006816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5006851.000000 Penalty: 5174.284180
	Iteration 16Q: 3 clusters Score -5006851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5006854.000000 Penalty: 5174.284180
	Iteration 17Q: 3 clusters Score -5006854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5006858.000000 Penalty: 5174.284180
	Iteration 18Q: 3 clusters Score -5006858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5006867.000000 Penalty: 5174.284180
	Iteration 19Q: 3 clusters Score -5006867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5006869.500000 Penalty: 5174.284180
	Iteration 20F: 3 clusters Score -5006870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -5006874.500000 Penalty: 5174.284180
	Iteration 21Q: 3 clusters Score -5006874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5006874.500000 Penalty: 5174.284180
	Iteration 22Q: 3 clusters Score -5006874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5006874.500000 Penalty: 5174.284180
	Iteration 23F: 3 clusters Score -5006874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Entering Unmasked Estep 
Score: -1947860.125000 Penalty: 2360.457031
	Iteration 0F: 2 clusters Score -1947860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1937845.500000 Penalty: 4720.914062
	Iteration 0F: 3 clusters Score -1937846 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1941104.875000 Penalty: 4720.914062
	Iteration 1F: 3 clusters Score -1941105 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1941608.000000 Penalty: 4720.914062
	Iteration 2F: 3 clusters Score -1941608 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1942112.250000 Penalty: 4720.914062
	Iteration 3F: 3 clusters Score -1942112 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1942645.375000 Penalty: 4720.914062
	Iteration 4F: 3 clusters Score -1942645 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1943101.875000 Penalty: 4720.914062
	Iteration 5F: 3 clusters Score -1943102 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1943531.250000 Penalty: 4720.914062
	Iteration 6F: 3 clusters Score -1943531 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1943966.000000 Penalty: 4720.914062
	Iteration 7F: 3 clusters Score -1943966 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1944364.375000 Penalty: 4720.914062
	Iteration 8Q: 3 clusters Score -1944364 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1944722.125000 Penalty: 4720.914062
	Iteration 9Q: 3 clusters Score -1944722 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1945022.875000 Penalty: 4720.914062
	Iteration 10Q: 3 clusters Score -1945023 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1945271.750000 Penalty: 4720.914062
	Iteration 11Q: 3 clusters Score -1945272 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1945480.625000 Penalty: 4720.914062
	Iteration 12Q: 3 clusters Score -1945481 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1945648.250000 Penalty: 4720.914062
	Iteration 13Q: 3 clusters Score -1945648 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1945793.250000 Penalty: 4720.914062
	Iteration 14Q: 3 clusters Score -1945793 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1945903.125000 Penalty: 4720.914062
	Iteration 15Q: 3 clusters Score -1945903 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1945993.125000 Penalty: 4720.914062
	Iteration 16Q: 3 clusters Score -1945993 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1946082.250000 Penalty: 4720.914062
	Iteration 17Q: 3 clusters Score -1946082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1946155.750000 Penalty: 4720.914062
	Iteration 18Q: 3 clusters Score -1946156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1946221.250000 Penalty: 4720.914062
	Iteration 19Q: 3 clusters Score -1946221 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1946266.125000 Penalty: 4720.914062
	Iteration 20F: 3 clusters Score -1946266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1946301.250000 Penalty: 4720.914062
	Iteration 21Q: 3 clusters Score -1946301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1946339.375000 Penalty: 4720.914062
	Iteration 22Q: 3 clusters Score -1946339 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1946358.875000 Penalty: 4720.914062
	Iteration 23Q: 3 clusters Score -1946359 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1946387.625000 Penalty: 4720.914062
	Iteration 24Q: 3 clusters Score -1946388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1946408.125000 Penalty: 4720.914062
	Iteration 25Q: 3 clusters Score -1946408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1946430.000000 Penalty: 4720.914062
	Iteration 26Q: 3 clusters Score -1946430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1946457.500000 Penalty: 4720.914062
	Iteration 27Q: 3 clusters Score -1946458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1946483.875000 Penalty: 4720.914062
	Iteration 28Q: 3 clusters Score -1946484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1946506.625000 Penalty: 4720.914062
	Iteration 29Q: 3 clusters Score -1946507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1946527.875000 Penalty: 4720.914062
	Iteration 30Q: 3 clusters Score -1946528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1946551.625000 Penalty: 4720.914062
	Iteration 31Q: 3 clusters Score -1946552 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1946569.250000 Penalty: 4720.914062
	Iteration 32Q: 3 clusters Score -1946569 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1946601.000000 Penalty: 4720.914062
	Iteration 33Q: 3 clusters Score -1946601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1946638.375000 Penalty: 4720.914062
	Iteration 34Q: 3 clusters Score -1946638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1946673.375000 Penalty: 4720.914062
	Iteration 35Q: 3 clusters Score -1946673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1946693.375000 Penalty: 4720.914062
	Iteration 36Q: 3 clusters Score -1946693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1946718.625000 Penalty: 4720.914062
	Iteration 37Q: 3 clusters Score -1946719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1946745.000000 Penalty: 4720.914062
	Iteration 38Q: 3 clusters Score -1946745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1946769.000000 Penalty: 4720.914062
	Iteration 39Q: 3 clusters Score -1946769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1946783.125000 Penalty: 4720.914062
	Iteration 40F: 3 clusters Score -1946783 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1946807.000000 Penalty: 4720.914062
	Iteration 41Q: 3 clusters Score -1946807 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1946822.125000 Penalty: 4720.914062
	Iteration 42Q: 3 clusters Score -1946822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1946849.875000 Penalty: 4720.914062
	Iteration 43Q: 3 clusters Score -1946850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1946868.375000 Penalty: 4720.914062
	Iteration 44Q: 3 clusters Score -1946868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1946888.250000 Penalty: 4720.914062
	Iteration 45Q: 3 clusters Score -1946888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1946916.875000 Penalty: 4720.914062
	Iteration 46Q: 3 clusters Score -1946917 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1946937.625000 Penalty: 4720.914062
	Iteration 47Q: 3 clusters Score -1946938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1946961.750000 Penalty: 4720.914062
	Iteration 48Q: 3 clusters Score -1946962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1946974.875000 Penalty: 4720.914062
	Iteration 49Q: 3 clusters Score -1946975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1946996.500000 Penalty: 4720.914062
	Iteration 50Q: 3 clusters Score -1946996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1947013.625000 Penalty: 4720.914062
	Iteration 51Q: 3 clusters Score -1947014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1947024.500000 Penalty: 4720.914062
	Iteration 52Q: 3 clusters Score -1947024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1947051.500000 Penalty: 4720.914062
	Iteration 53Q: 3 clusters Score -1947052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1947067.125000 Penalty: 4720.914062
	Iteration 54Q: 3 clusters Score -1947067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1947083.625000 Penalty: 4720.914062
	Iteration 55Q: 3 clusters Score -1947084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1947106.875000 Penalty: 4720.914062
	Iteration 56Q: 3 clusters Score -1947107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1947120.875000 Penalty: 4720.914062
	Iteration 57Q: 3 clusters Score -1947121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1947151.375000 Penalty: 4720.914062
	Iteration 58Q: 3 clusters Score -1947151 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1947174.250000 Penalty: 4720.914062
	Iteration 59Q: 3 clusters Score -1947174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1947206.500000 Penalty: 4720.914062
	Iteration 60F: 3 clusters Score -1947206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1947229.375000 Penalty: 4720.914062
	Iteration 61Q: 3 clusters Score -1947229 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1947255.500000 Penalty: 4720.914062
	Iteration 62Q: 3 clusters Score -1947256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1947286.000000 Penalty: 4720.914062
	Iteration 63Q: 3 clusters Score -1947286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1947322.625000 Penalty: 4720.914062
	Iteration 64Q: 3 clusters Score -1947323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1947359.125000 Penalty: 4720.914062
	Iteration 65Q: 3 clusters Score -1947359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1947407.750000 Penalty: 4720.914062
	Iteration 66Q: 3 clusters Score -1947408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1947437.375000 Penalty: 4720.914062
	Iteration 67Q: 3 clusters Score -1947437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1947483.500000 Penalty: 4720.914062
	Iteration 68Q: 3 clusters Score -1947484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1947521.125000 Penalty: 4720.914062
	Iteration 69Q: 3 clusters Score -1947521 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1947563.125000 Penalty: 4720.914062
	Iteration 70Q: 3 clusters Score -1947563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1947594.125000 Penalty: 4720.914062
	Iteration 71Q: 3 clusters Score -1947594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1947620.750000 Penalty: 4720.914062
	Iteration 72Q: 3 clusters Score -1947621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1947641.250000 Penalty: 4720.914062
	Iteration 73Q: 3 clusters Score -1947641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1947650.875000 Penalty: 4720.914062
	Iteration 74Q: 3 clusters Score -1947651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1947655.375000 Penalty: 4720.914062
	Iteration 75Q: 3 clusters Score -1947655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1947659.125000 Penalty: 4720.914062
	Iteration 76Q: 3 clusters Score -1947659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1947667.000000 Penalty: 4720.914062
	Iteration 77Q: 3 clusters Score -1947667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1947672.750000 Penalty: 4720.914062
	Iteration 78Q: 3 clusters Score -1947673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1947674.250000 Penalty: 4720.914062
	Iteration 79Q: 3 clusters Score -1947674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1947679.750000 Penalty: 4720.914062
	Iteration 80F: 3 clusters Score -1947680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1947677.125000 Penalty: 4720.914062
	Iteration 81Q: 3 clusters Score -1947677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1947676.375000 Penalty: 4720.914062
	Iteration 82Q: 3 clusters Score -1947676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1947678.500000 Penalty: 4720.914062
	Iteration 83Q: 3 clusters Score -1947678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1947681.000000 Penalty: 4720.914062
	Iteration 84Q: 3 clusters Score -1947681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1947681.500000 Penalty: 4720.914062
	Iteration 85Q: 3 clusters Score -1947682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1947682.125000 Penalty: 4720.914062
	Iteration 86Q: 3 clusters Score -1947682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1947681.375000 Penalty: 4720.914062
	Iteration 87Q: 3 clusters Score -1947681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1947681.375000 Penalty: 4720.914062
	Iteration 88F: 3 clusters Score -1947681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -171422.765625 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -171422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -169148.890625 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -169148.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -169518.843750 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -169518.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -169654.296875 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -169654.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169812.218750 Penalty: 3617.674072
	Iteration 3F: 3 clusters Score -169812.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -169974.937500 Penalty: 3617.674072
	Iteration 4F: 3 clusters Score -169974.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -170072.218750 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -170072.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -170141.390625 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -170141.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -170218.109375 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -170218.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -170294.796875 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -170294.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -170363.718750 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -170363.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -170400.093750 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -170400.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -170413.562500 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -170413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170423.609375 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -170423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -170430.562500 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -170430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170433.593750 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -170433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170434.359375 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -170434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -170435.390625 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -170435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -170436.156250 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -170436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -170436.156250 Penalty: 3617.674072
	Iteration 18F: 3 clusters Score -170436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -1917420.500000 Penalty: 2350.410645
	Iteration 0F: 2 clusters Score -1917420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1907717.125000 Penalty: 4700.821289
	Iteration 0F: 3 clusters Score -1907717 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1910777.375000 Penalty: 4700.821289
	Iteration 1F: 3 clusters Score -1910777 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1911143.000000 Penalty: 4700.821289
	Iteration 2F: 3 clusters Score -1911143 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1911416.250000 Penalty: 4700.821289
	Iteration 3F: 3 clusters Score -1911416 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1911650.000000 Penalty: 4700.821289
	Iteration 4Q: 3 clusters Score -1911650 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1911906.875000 Penalty: 4700.821289
	Iteration 5Q: 3 clusters Score -1911907 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1912174.875000 Penalty: 4700.821289
	Iteration 6Q: 3 clusters Score -1912175 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1912533.625000 Penalty: 4700.821289
	Iteration 7Q: 3 clusters Score -1912534 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1912942.000000 Penalty: 4700.821289
	Iteration 8Q: 3 clusters Score -1912942 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1913404.375000 Penalty: 4700.821289
	Iteration 9Q: 3 clusters Score -1913404 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1913890.125000 Penalty: 4700.821289
	Iteration 10Q: 3 clusters Score -1913890 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1914340.625000 Penalty: 4700.821289
	Iteration 11Q: 3 clusters Score -1914341 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1914688.500000 Penalty: 4700.821289
	Iteration 12Q: 3 clusters Score -1914688 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1914955.250000 Penalty: 4700.821289
	Iteration 13Q: 3 clusters Score -1914955 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1915185.500000 Penalty: 4700.821289
	Iteration 14Q: 3 clusters Score -1915186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1915332.625000 Penalty: 4700.821289
	Iteration 15Q: 3 clusters Score -1915333 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1915439.625000 Penalty: 4700.821289
	Iteration 16Q: 3 clusters Score -1915440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1915507.875000 Penalty: 4700.821289
	Iteration 17Q: 3 clusters Score -1915508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1915549.000000 Penalty: 4700.821289
	Iteration 18Q: 3 clusters Score -1915549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1915577.250000 Penalty: 4700.821289
	Iteration 19Q: 3 clusters Score -1915577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1915597.375000 Penalty: 4700.821289
	Iteration 20F: 3 clusters Score -1915597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1915609.000000 Penalty: 4700.821289
	Iteration 21Q: 3 clusters Score -1915609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1915619.250000 Penalty: 4700.821289
	Iteration 22Q: 3 clusters Score -1915619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1915630.250000 Penalty: 4700.821289
	Iteration 23Q: 3 clusters Score -1915630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1915638.000000 Penalty: 4700.821289
	Iteration 24Q: 3 clusters Score -1915638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1915640.125000 Penalty: 4700.821289
	Iteration 25Q: 3 clusters Score -1915640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1915649.375000 Penalty: 4700.821289
	Iteration 26Q: 3 clusters Score -1915649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1915657.000000 Penalty: 4700.821289
	Iteration 27Q: 3 clusters Score -1915657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1915666.375000 Penalty: 4700.821289
	Iteration 28Q: 3 clusters Score -1915666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1915666.750000 Penalty: 4700.821289
	Iteration 29Q: 3 clusters Score -1915667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1915677.125000 Penalty: 4700.821289
	Iteration 30Q: 3 clusters Score -1915677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1915684.125000 Penalty: 4700.821289
	Iteration 31Q: 3 clusters Score -1915684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1915689.250000 Penalty: 4700.821289
	Iteration 32Q: 3 clusters Score -1915689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1915691.375000 Penalty: 4700.821289
	Iteration 33Q: 3 clusters Score -1915691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1915699.375000 Penalty: 4700.821289
	Iteration 34Q: 3 clusters Score -1915699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1915701.875000 Penalty: 4700.821289
	Iteration 35Q: 3 clusters Score -1915702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1915707.250000 Penalty: 4700.821289
	Iteration 36Q: 3 clusters Score -1915707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1915708.250000 Penalty: 4700.821289
	Iteration 37Q: 3 clusters Score -1915708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1915712.125000 Penalty: 4700.821289
	Iteration 38Q: 3 clusters Score -1915712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1915714.625000 Penalty: 4700.821289
	Iteration 39Q: 3 clusters Score -1915715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1915719.750000 Penalty: 4700.821289
	Iteration 40F: 3 clusters Score -1915720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1915720.250000 Penalty: 4700.821289
	Iteration 41Q: 3 clusters Score -1915720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1915722.125000 Penalty: 4700.821289
	Iteration 42Q: 3 clusters Score -1915722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1915722.125000 Penalty: 4700.821289
	Iteration 43F: 3 clusters Score -1915722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -462138.500000 Penalty: 2001.429688
	Iteration 0F: 2 clusters Score -462138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -458739.375000 Penalty: 4002.859375
	Iteration 0F: 3 clusters Score -458739.4 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -459452.468750 Penalty: 4002.859375
	Iteration 1F: 3 clusters Score -459452.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -459636.343750 Penalty: 4002.859375
	Iteration 2F: 3 clusters Score -459636.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -459728.468750 Penalty: 4002.859375
	Iteration 3Q: 3 clusters Score -459728.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -459781.468750 Penalty: 4002.859375
	Iteration 4Q: 3 clusters Score -459781.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -459810.343750 Penalty: 4002.859375
	Iteration 5Q: 3 clusters Score -459810.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -459839.312500 Penalty: 4002.859375
	Iteration 6Q: 3 clusters Score -459839.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -459861.750000 Penalty: 4002.859375
	Iteration 7Q: 3 clusters Score -459861.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -459885.156250 Penalty: 4002.859375
	Iteration 8Q: 3 clusters Score -459885.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -459906.281250 Penalty: 4002.859375
	Iteration 9Q: 3 clusters Score -459906.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -459928.531250 Penalty: 4002.859375
	Iteration 10Q: 3 clusters Score -459928.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -459945.812500 Penalty: 4002.859375
	Iteration 11Q: 3 clusters Score -459945.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -459962.656250 Penalty: 4002.859375
	Iteration 12Q: 3 clusters Score -459962.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -459978.250000 Penalty: 4002.859375
	Iteration 13Q: 3 clusters Score -459978.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -459995.406250 Penalty: 4002.859375
	Iteration 14Q: 3 clusters Score -459995.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -460011.000000 Penalty: 4002.859375
	Iteration 15Q: 3 clusters Score -460011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -460026.500000 Penalty: 4002.859375
	Iteration 16Q: 3 clusters Score -460026.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -460049.406250 Penalty: 4002.859375
	Iteration 17Q: 3 clusters Score -460049.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -460064.562500 Penalty: 4002.859375
	Iteration 18Q: 3 clusters Score -460064.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -460078.343750 Penalty: 4002.859375
	Iteration 19Q: 3 clusters Score -460078.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -460090.625000 Penalty: 4002.859375
	Iteration 20F: 3 clusters Score -460090.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -460101.062500 Penalty: 4002.859375
	Iteration 21Q: 3 clusters Score -460101.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -460116.406250 Penalty: 4002.859375
	Iteration 22Q: 3 clusters Score -460116.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -460128.843750 Penalty: 4002.859375
	Iteration 23Q: 3 clusters Score -460128.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -460140.750000 Penalty: 4002.859375
	Iteration 24Q: 3 clusters Score -460140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -460146.125000 Penalty: 4002.859375
	Iteration 25Q: 3 clusters Score -460146.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -460150.343750 Penalty: 4002.859375
	Iteration 26Q: 3 clusters Score -460150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -460151.875000 Penalty: 4002.859375
	Iteration 27Q: 3 clusters Score -460151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -460154.593750 Penalty: 4002.859375
	Iteration 28Q: 3 clusters Score -460154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -460159.250000 Penalty: 4002.859375
	Iteration 29Q: 3 clusters Score -460159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -460161.750000 Penalty: 4002.859375
	Iteration 30Q: 3 clusters Score -460161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -460167.906250 Penalty: 4002.859375
	Iteration 31Q: 3 clusters Score -460167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -460174.656250 Penalty: 4002.859375
	Iteration 32Q: 3 clusters Score -460174.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -460179.062500 Penalty: 4002.859375
	Iteration 33Q: 3 clusters Score -460179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -460184.093750 Penalty: 4002.859375
	Iteration 34Q: 3 clusters Score -460184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -460190.593750 Penalty: 4002.859375
	Iteration 35Q: 3 clusters Score -460190.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -460197.531250 Penalty: 4002.859375
	Iteration 36Q: 3 clusters Score -460197.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -460206.156250 Penalty: 4002.859375
	Iteration 37Q: 3 clusters Score -460206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -460211.937500 Penalty: 4002.859375
	Iteration 38Q: 3 clusters Score -460211.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -460224.187500 Penalty: 4002.859375
	Iteration 39Q: 3 clusters Score -460224.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -460232.937500 Penalty: 4002.859375
	Iteration 40F: 3 clusters Score -460232.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -460241.156250 Penalty: 4002.859375
	Iteration 41Q: 3 clusters Score -460241.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -460247.593750 Penalty: 4002.859375
	Iteration 42Q: 3 clusters Score -460247.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -460253.500000 Penalty: 4002.859375
	Iteration 43Q: 3 clusters Score -460253.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -460256.093750 Penalty: 4002.859375
	Iteration 44Q: 3 clusters Score -460256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -460257.500000 Penalty: 4002.859375
	Iteration 45Q: 3 clusters Score -460257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -460259.718750 Penalty: 4002.859375
	Iteration 46Q: 3 clusters Score -460259.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -460260.156250 Penalty: 4002.859375
	Iteration 47Q: 3 clusters Score -460260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -460260.781250 Penalty: 4002.859375
	Iteration 48Q: 3 clusters Score -460260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -460261.968750 Penalty: 4002.859375
	Iteration 49Q: 3 clusters Score -460262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -460261.968750 Penalty: 4002.859375
	Iteration 50F: 3 clusters Score -460262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -322904.312500 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -322904.3 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 1096 members 
Entering Unmasked Estep 
Score: -320133.531250 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -320133.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -320633.218750 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -320633.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -320827.343750 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -320827.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -320994.062500 Penalty: 3816.870361
	Iteration 3F: 3 clusters Score -320994.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -321165.656250 Penalty: 3816.870361
	Iteration 4F: 3 clusters Score -321165.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -321332.343750 Penalty: 3816.870361
	Iteration 5Q: 3 clusters Score -321332.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -321464.500000 Penalty: 3816.870361
	Iteration 6Q: 3 clusters Score -321464.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -321564.312500 Penalty: 3816.870361
	Iteration 7Q: 3 clusters Score -321564.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -321628.468750 Penalty: 3816.870361
	Iteration 8Q: 3 clusters Score -321628.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -321666.500000 Penalty: 3816.870361
	Iteration 9Q: 3 clusters Score -321666.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -321697.156250 Penalty: 3816.870361
	Iteration 10Q: 3 clusters Score -321697.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -321722.468750 Penalty: 3816.870361
	Iteration 11Q: 3 clusters Score -321722.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -321737.125000 Penalty: 3816.870361
	Iteration 12Q: 3 clusters Score -321737.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -321750.687500 Penalty: 3816.870361
	Iteration 13Q: 3 clusters Score -321750.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -321758.687500 Penalty: 3816.870361
	Iteration 14Q: 3 clusters Score -321758.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -321774.250000 Penalty: 3816.870361
	Iteration 15Q: 3 clusters Score -321774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -321785.062500 Penalty: 3816.870361
	Iteration 16Q: 3 clusters Score -321785.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -321802.125000 Penalty: 3816.870361
	Iteration 17Q: 3 clusters Score -321802.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -321819.250000 Penalty: 3816.870361
	Iteration 18Q: 3 clusters Score -321819.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -321844.218750 Penalty: 3816.870361
	Iteration 19Q: 3 clusters Score -321844.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -321885.500000 Penalty: 3816.870361
	Iteration 20F: 3 clusters Score -321885.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -321926.281250 Penalty: 3816.870361
	Iteration 21Q: 3 clusters Score -321926.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -321969.000000 Penalty: 3816.870361
	Iteration 22Q: 3 clusters Score -321969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -322015.000000 Penalty: 3816.870361
	Iteration 23Q: 3 clusters Score -322015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -322067.875000 Penalty: 3816.870361
	Iteration 24Q: 3 clusters Score -322067.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -322140.156250 Penalty: 3816.870361
	Iteration 25Q: 3 clusters Score -322140.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322223.843750 Penalty: 3816.870361
	Iteration 26Q: 3 clusters Score -322223.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -322322.187500 Penalty: 3816.870361
	Iteration 27Q: 3 clusters Score -322322.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -322381.343750 Penalty: 3816.870361
	Iteration 28Q: 3 clusters Score -322381.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -322396.781250 Penalty: 3816.870361
	Iteration 29Q: 3 clusters Score -322396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -322403.093750 Penalty: 3816.870361
	Iteration 30Q: 3 clusters Score -322403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322409.312500 Penalty: 3816.870361
	Iteration 31Q: 3 clusters Score -322409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -322410.812500 Penalty: 3816.870361
	Iteration 32Q: 3 clusters Score -322410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -322410.812500 Penalty: 3816.870361
	Iteration 33F: 3 clusters Score -322410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -58691.664062 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -58691.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57257.761719 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57257.76 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57486.902344 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -57486.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57565.898438 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -57565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57595.296875 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -57595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57705.468750 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -57705.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58019.554688 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -58019.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58099.617188 Penalty: 3088.362305
	Iteration 6F: 3 clusters Score -58099.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58162.925781 Penalty: 3088.362305
	Iteration 7F: 3 clusters Score -58162.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58229.175781 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -58229.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58310.445312 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -58310.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58366.476562 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -58366.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58397.722656 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -58397.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58420.054688 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -58420.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58449.335938 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -58449.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -58479.105469 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -58479.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58496.656250 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -58496.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58507.824219 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -58507.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58513.593750 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -58513.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58515.097656 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -58515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58515.097656 Penalty: 3088.362305
	Iteration 19F: 3 clusters Score -58515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -519506.781250 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -519506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -515883.281250 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -515883.3 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -516628.000000 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -516628 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -516764.687500 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -516764.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -516844.000000 Penalty: 4061.313965
	Iteration 3Q: 3 clusters Score -516844 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -516906.937500 Penalty: 4061.313965
	Iteration 4Q: 3 clusters Score -516906.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -516969.093750 Penalty: 4061.313965
	Iteration 5Q: 3 clusters Score -516969.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -517037.093750 Penalty: 4061.313965
	Iteration 6Q: 3 clusters Score -517037.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -517088.562500 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -517088.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -517131.343750 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -517131.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -517182.281250 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -517182.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -517241.687500 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -517241.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -517292.312500 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -517292.3 nChanged 69
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: -517339.187500 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -517339.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -517377.750000 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -517377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -517408.937500 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -517408.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -517432.687500 Penalty: 4061.313965
	Iteration 15Q: 3 clusters Score -517432.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -517455.781250 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -517455.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -517479.156250 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -517479.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -517500.562500 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -517500.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -517527.562500 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -517527.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -517558.062500 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -517558.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -517593.968750 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -517594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -517638.593750 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -517638.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -517675.281250 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -517675.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -517706.906250 Penalty: 4061.313965
	Iteration 24Q: 3 clusters Score -517706.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -517736.093750 Penalty: 4061.313965
	Iteration 25Q: 3 clusters Score -517736.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -517759.906250 Penalty: 4061.313965
	Iteration 26Q: 3 clusters Score -517759.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -517786.281250 Penalty: 4061.313965
	Iteration 27Q: 3 clusters Score -517786.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -517802.812500 Penalty: 4061.313965
	Iteration 28Q: 3 clusters Score -517802.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -517823.750000 Penalty: 4061.313965
	Iteration 29Q: 3 clusters Score -517823.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -517844.375000 Penalty: 4061.313965
	Iteration 30Q: 3 clusters Score -517844.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -517865.468750 Penalty: 4061.313965
	Iteration 31Q: 3 clusters Score -517865.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -517883.000000 Penalty: 4061.313965
	Iteration 32Q: 3 clusters Score -517883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -517898.187500 Penalty: 4061.313965
	Iteration 33Q: 3 clusters Score -517898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -517914.812500 Penalty: 4061.313965
	Iteration 34Q: 3 clusters Score -517914.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -517939.031250 Penalty: 4061.313965
	Iteration 35Q: 3 clusters Score -517939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -517949.781250 Penalty: 4061.313965
	Iteration 36Q: 3 clusters Score -517949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -517958.312500 Penalty: 4061.313965
	Iteration 37Q: 3 clusters Score -517958.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -517966.218750 Penalty: 4061.313965
	Iteration 38Q: 3 clusters Score -517966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -517973.906250 Penalty: 4061.313965
	Iteration 39Q: 3 clusters Score -517973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -517976.843750 Penalty: 4061.313965
	Iteration 40F: 3 clusters Score -517976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -517982.468750 Penalty: 4061.313965
	Iteration 41Q: 3 clusters Score -517982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -517986.812500 Penalty: 4061.313965
	Iteration 42Q: 3 clusters Score -517986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -517991.593750 Penalty: 4061.313965
	Iteration 43Q: 3 clusters Score -517991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -517997.093750 Penalty: 4061.313965
	Iteration 44Q: 3 clusters Score -517997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -518001.312500 Penalty: 4061.313965
	Iteration 45Q: 3 clusters Score -518001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -518006.312500 Penalty: 4061.313965
	Iteration 46Q: 3 clusters Score -518006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -518010.156250 Penalty: 4061.313965
	Iteration 47Q: 3 clusters Score -518010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -518013.843750 Penalty: 4061.313965
	Iteration 48Q: 3 clusters Score -518013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -518016.218750 Penalty: 4061.313965
	Iteration 49Q: 3 clusters Score -518016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -518017.500000 Penalty: 4061.313965
	Iteration 50Q: 3 clusters Score -518017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -518019.312500 Penalty: 4061.313965
	Iteration 51Q: 3 clusters Score -518019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -518021.375000 Penalty: 4061.313965
	Iteration 52Q: 3 clusters Score -518021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -518024.468750 Penalty: 4061.313965
	Iteration 53Q: 3 clusters Score -518024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -518027.062500 Penalty: 4061.313965
	Iteration 54Q: 3 clusters Score -518027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -518030.000000 Penalty: 4061.313965
	Iteration 55Q: 3 clusters Score -518030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -518031.062500 Penalty: 4061.313965
	Iteration 56Q: 3 clusters Score -518031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -518033.125000 Penalty: 4061.313965
	Iteration 57Q: 3 clusters Score -518033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -518034.406250 Penalty: 4061.313965
	Iteration 58Q: 3 clusters Score -518034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -518038.343750 Penalty: 4061.313965
	Iteration 59Q: 3 clusters Score -518038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -518043.843750 Penalty: 4061.313965
	Iteration 60F: 3 clusters Score -518043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -518046.437500 Penalty: 4061.313965
	Iteration 61Q: 3 clusters Score -518046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -518048.656250 Penalty: 4061.313965
	Iteration 62Q: 3 clusters Score -518048.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -518048.656250 Penalty: 4061.313965
	Iteration 63F: 3 clusters Score -518048.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -42386.257812 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -42386.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41134.261719 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -41134.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41307.550781 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -41307.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41370.148438 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -41370.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41390.949219 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -41390.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41405.359375 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -41405.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41409.589844 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -41409.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41415.113281 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -41415.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41415.113281 Penalty: 2870.301025
	Iteration 7F: 3 clusters Score -41415.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -356428.562500 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -356428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -353522.500000 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -353522.5 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -354069.062500 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -354069.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -354201.875000 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -354201.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -354267.125000 Penalty: 3874.939697
	Iteration 3Q: 3 clusters Score -354267.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -354303.281250 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -354303.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -354337.156250 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -354337.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -354360.656250 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -354360.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -354386.968750 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -354387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -354406.281250 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -354406.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -354420.031250 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -354420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -354433.468750 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -354433.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -354449.468750 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -354449.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -354459.093750 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -354459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -354467.125000 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -354467.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -354469.218750 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -354469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -354472.156250 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -354472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -354475.593750 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -354475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -354478.500000 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -354478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -354482.156250 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -354482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -354485.875000 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -354485.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -354493.187500 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -354493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -354498.156250 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -354498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -354501.000000 Penalty: 3874.939697
	Iteration 22Q: 3 clusters Score -354501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -354503.937500 Penalty: 3874.939697
	Iteration 23Q: 3 clusters Score -354503.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -354516.406250 Penalty: 3874.939697
	Iteration 24Q: 3 clusters Score -354516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -354528.687500 Penalty: 3874.939697
	Iteration 25Q: 3 clusters Score -354528.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -354534.656250 Penalty: 3874.939697
	Iteration 26Q: 3 clusters Score -354534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -354543.625000 Penalty: 3874.939697
	Iteration 27Q: 3 clusters Score -354543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -354548.687500 Penalty: 3874.939697
	Iteration 28Q: 3 clusters Score -354548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -354552.843750 Penalty: 3874.939697
	Iteration 29Q: 3 clusters Score -354552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -354556.156250 Penalty: 3874.939697
	Iteration 30Q: 3 clusters Score -354556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -354560.406250 Penalty: 3874.939697
	Iteration 31Q: 3 clusters Score -354560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -354563.843750 Penalty: 3874.939697
	Iteration 32Q: 3 clusters Score -354563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -354567.468750 Penalty: 3874.939697
	Iteration 33Q: 3 clusters Score -354567.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -354571.406250 Penalty: 3874.939697
	Iteration 34Q: 3 clusters Score -354571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -354575.375000 Penalty: 3874.939697
	Iteration 35Q: 3 clusters Score -354575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -354577.593750 Penalty: 3874.939697
	Iteration 36Q: 3 clusters Score -354577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -354578.468750 Penalty: 3874.939697
	Iteration 37Q: 3 clusters Score -354578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -354578.468750 Penalty: 3874.939697
	Iteration 38F: 3 clusters Score -354578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -594905.187500 Penalty: 2063.772949
	Iteration 0F: 2 clusters Score -594905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -590907.062500 Penalty: 4127.545898
	Iteration 0F: 3 clusters Score -590907.1 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -591827.812500 Penalty: 4127.545898
	Iteration 1F: 3 clusters Score -591827.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -592042.625000 Penalty: 4127.545898
	Iteration 2F: 3 clusters Score -592042.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -592195.437500 Penalty: 4127.545898
	Iteration 3Q: 3 clusters Score -592195.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -592377.250000 Penalty: 4127.545898
	Iteration 4Q: 3 clusters Score -592377.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -592551.250000 Penalty: 4127.545898
	Iteration 5Q: 3 clusters Score -592551.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -592702.000000 Penalty: 4127.545898
	Iteration 6Q: 3 clusters Score -592702 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -592850.750000 Penalty: 4127.545898
	Iteration 7Q: 3 clusters Score -592850.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -592980.687500 Penalty: 4127.545898
	Iteration 8Q: 3 clusters Score -592980.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -593094.000000 Penalty: 4127.545898
	Iteration 9Q: 3 clusters Score -593094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -593177.875000 Penalty: 4127.545898
	Iteration 10Q: 3 clusters Score -593177.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -593263.625000 Penalty: 4127.545898
	Iteration 11Q: 3 clusters Score -593263.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -593328.187500 Penalty: 4127.545898
	Iteration 12Q: 3 clusters Score -593328.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -593378.687500 Penalty: 4127.545898
	Iteration 13Q: 3 clusters Score -593378.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -593412.437500 Penalty: 4127.545898
	Iteration 14Q: 3 clusters Score -593412.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -593441.000000 Penalty: 4127.545898
	Iteration 15Q: 3 clusters Score -593441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -593477.187500 Penalty: 4127.545898
	Iteration 16Q: 3 clusters Score -593477.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -593507.062500 Penalty: 4127.545898
	Iteration 17Q: 3 clusters Score -593507.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -593524.937500 Penalty: 4127.545898
	Iteration 18Q: 3 clusters Score -593524.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -593543.437500 Penalty: 4127.545898
	Iteration 19Q: 3 clusters Score -593543.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -593562.312500 Penalty: 4127.545898
	Iteration 20F: 3 clusters Score -593562.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -593573.875000 Penalty: 4127.545898
	Iteration 21Q: 3 clusters Score -593573.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -593582.750000 Penalty: 4127.545898
	Iteration 22Q: 3 clusters Score -593582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -593590.437500 Penalty: 4127.545898
	Iteration 23Q: 3 clusters Score -593590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -593597.875000 Penalty: 4127.545898
	Iteration 24Q: 3 clusters Score -593597.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -593601.250000 Penalty: 4127.545898
	Iteration 25Q: 3 clusters Score -593601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -593604.625000 Penalty: 4127.545898
	Iteration 26Q: 3 clusters Score -593604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -593605.125000 Penalty: 4127.545898
	Iteration 27Q: 3 clusters Score -593605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -593607.875000 Penalty: 4127.545898
	Iteration 28Q: 3 clusters Score -593607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -593609.250000 Penalty: 4127.545898
	Iteration 29Q: 3 clusters Score -593609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -593610.000000 Penalty: 4127.545898
	Iteration 30Q: 3 clusters Score -593610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -593610.312500 Penalty: 4127.545898
	Iteration 31Q: 3 clusters Score -593610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -593610.812500 Penalty: 4127.545898
	Iteration 32Q: 3 clusters Score -593610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -593610.562500 Penalty: 4127.545898
	Iteration 33Q: 3 clusters Score -593610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -593610.562500 Penalty: 4127.545898
	Iteration 34F: 3 clusters Score -593610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Entering Unmasked Estep 
Score: -1445300.375000 Penalty: 2317.614746
	Iteration 0F: 2 clusters Score -1445300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1436713.750000 Penalty: 4635.229492
	Iteration 0F: 3 clusters Score -1436714 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1439350.000000 Penalty: 4635.229492
	Iteration 1F: 3 clusters Score -1439350 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1439699.000000 Penalty: 4635.229492
	Iteration 2F: 3 clusters Score -1439699 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1439989.125000 Penalty: 4635.229492
	Iteration 3F: 3 clusters Score -1439989 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1440248.625000 Penalty: 4635.229492
	Iteration 4Q: 3 clusters Score -1440249 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1440527.125000 Penalty: 4635.229492
	Iteration 5Q: 3 clusters Score -1440527 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1440862.375000 Penalty: 4635.229492
	Iteration 6Q: 3 clusters Score -1440862 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1441251.875000 Penalty: 4635.229492
	Iteration 7Q: 3 clusters Score -1441252 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1441596.375000 Penalty: 4635.229492
	Iteration 8Q: 3 clusters Score -1441596 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1441958.625000 Penalty: 4635.229492
	Iteration 9Q: 3 clusters Score -1441959 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1442311.000000 Penalty: 4635.229492
	Iteration 10Q: 3 clusters Score -1442311 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1442668.750000 Penalty: 4635.229492
	Iteration 11Q: 3 clusters Score -1442669 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1443017.000000 Penalty: 4635.229492
	Iteration 12Q: 3 clusters Score -1443017 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1443271.750000 Penalty: 4635.229492
	Iteration 13Q: 3 clusters Score -1443272 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1443413.625000 Penalty: 4635.229492
	Iteration 14Q: 3 clusters Score -1443414 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1443487.250000 Penalty: 4635.229492
	Iteration 15Q: 3 clusters Score -1443487 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1443531.125000 Penalty: 4635.229492
	Iteration 16Q: 3 clusters Score -1443531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1443561.500000 Penalty: 4635.229492
	Iteration 17Q: 3 clusters Score -1443562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1443579.250000 Penalty: 4635.229492
	Iteration 18Q: 3 clusters Score -1443579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1443593.375000 Penalty: 4635.229492
	Iteration 19Q: 3 clusters Score -1443593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1443606.000000 Penalty: 4635.229492
	Iteration 20F: 3 clusters Score -1443606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1443616.625000 Penalty: 4635.229492
	Iteration 21Q: 3 clusters Score -1443617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1443623.500000 Penalty: 4635.229492
	Iteration 22Q: 3 clusters Score -1443624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1443630.625000 Penalty: 4635.229492
	Iteration 23Q: 3 clusters Score -1443631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1443638.375000 Penalty: 4635.229492
	Iteration 24Q: 3 clusters Score -1443638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1443645.875000 Penalty: 4635.229492
	Iteration 25Q: 3 clusters Score -1443646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1443654.750000 Penalty: 4635.229492
	Iteration 26Q: 3 clusters Score -1443655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1443661.875000 Penalty: 4635.229492
	Iteration 27Q: 3 clusters Score -1443662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1443667.250000 Penalty: 4635.229492
	Iteration 28Q: 3 clusters Score -1443667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1443676.625000 Penalty: 4635.229492
	Iteration 29Q: 3 clusters Score -1443677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1443679.375000 Penalty: 4635.229492
	Iteration 30Q: 3 clusters Score -1443679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1443681.625000 Penalty: 4635.229492
	Iteration 31Q: 3 clusters Score -1443682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1443679.875000 Penalty: 4635.229492
	Iteration 32Q: 3 clusters Score -1443680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1443683.875000 Penalty: 4635.229492
	Iteration 33Q: 3 clusters Score -1443684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1443684.500000 Penalty: 4635.229492
	Iteration 34Q: 3 clusters Score -1443684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1443684.000000 Penalty: 4635.229492
	Iteration 35Q: 3 clusters Score -1443684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1443686.000000 Penalty: 4635.229492
	Iteration 36Q: 3 clusters Score -1443686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1443682.000000 Penalty: 4635.229492
	Iteration 37Q: 3 clusters Score -1443682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1443682.000000 Penalty: 4635.229492
	Iteration 38F: 3 clusters Score -1443682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Entering Unmasked Estep 
Score: -3608817.000000 Penalty: 2519.945557
	Iteration 0F: 2 clusters Score -3608817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3590994.250000 Penalty: 5039.891113
	Iteration 0F: 3 clusters Score -3590994 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3597456.500000 Penalty: 5039.891113
	Iteration 1F: 3 clusters Score -3597456 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3597994.000000 Penalty: 5039.891113
	Iteration 2F: 3 clusters Score -3597994 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3598627.250000 Penalty: 5039.891113
	Iteration 3Q: 3 clusters Score -3598627 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3599365.750000 Penalty: 5039.891113
	Iteration 4F: 3 clusters Score -3599366 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3600185.500000 Penalty: 5039.891113
	Iteration 5F: 3 clusters Score -3600186 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3601010.000000 Penalty: 5039.891113
	Iteration 6F: 3 clusters Score -3601010 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3601744.000000 Penalty: 5039.891113
	Iteration 7F: 3 clusters Score -3601744 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3602403.250000 Penalty: 5039.891113
	Iteration 8Q: 3 clusters Score -3602403 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3602960.500000 Penalty: 5039.891113
	Iteration 9Q: 3 clusters Score -3602960 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3603383.750000 Penalty: 5039.891113
	Iteration 10Q: 3 clusters Score -3603384 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3603723.000000 Penalty: 5039.891113
	Iteration 11Q: 3 clusters Score -3603723 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3604012.500000 Penalty: 5039.891113
	Iteration 12Q: 3 clusters Score -3604012 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3604229.250000 Penalty: 5039.891113
	Iteration 13Q: 3 clusters Score -3604229 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3604355.000000 Penalty: 5039.891113
	Iteration 14Q: 3 clusters Score -3604355 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3604478.500000 Penalty: 5039.891113
	Iteration 15Q: 3 clusters Score -3604478 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3604559.000000 Penalty: 5039.891113
	Iteration 16Q: 3 clusters Score -3604559 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3604612.500000 Penalty: 5039.891113
	Iteration 17Q: 3 clusters Score -3604612 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3604675.500000 Penalty: 5039.891113
	Iteration 18Q: 3 clusters Score -3604676 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3604709.250000 Penalty: 5039.891113
	Iteration 19Q: 3 clusters Score -3604709 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3604732.500000 Penalty: 5039.891113
	Iteration 20F: 3 clusters Score -3604732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3604753.000000 Penalty: 5039.891113
	Iteration 21Q: 3 clusters Score -3604753 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3604783.500000 Penalty: 5039.891113
	Iteration 22Q: 3 clusters Score -3604784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3604818.250000 Penalty: 5039.891113
	Iteration 23Q: 3 clusters Score -3604818 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3604860.000000 Penalty: 5039.891113
	Iteration 24Q: 3 clusters Score -3604860 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3604886.500000 Penalty: 5039.891113
	Iteration 25Q: 3 clusters Score -3604886 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3604938.750000 Penalty: 5039.891113
	Iteration 26Q: 3 clusters Score -3604939 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3604992.250000 Penalty: 5039.891113
	Iteration 27Q: 3 clusters Score -3604992 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3605066.750000 Penalty: 5039.891113
	Iteration 28Q: 3 clusters Score -3605067 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3605121.000000 Penalty: 5039.891113
	Iteration 29Q: 3 clusters Score -3605121 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3605219.250000 Penalty: 5039.891113
	Iteration 30Q: 3 clusters Score -3605219 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3605299.500000 Penalty: 5039.891113
	Iteration 31Q: 3 clusters Score -3605300 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3605391.500000 Penalty: 5039.891113
	Iteration 32Q: 3 clusters Score -3605392 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3605480.750000 Penalty: 5039.891113
	Iteration 33Q: 3 clusters Score -3605481 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3605571.250000 Penalty: 5039.891113
	Iteration 34Q: 3 clusters Score -3605571 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3605654.750000 Penalty: 5039.891113
	Iteration 35Q: 3 clusters Score -3605655 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3605706.250000 Penalty: 5039.891113
	Iteration 36Q: 3 clusters Score -3605706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3605773.000000 Penalty: 5039.891113
	Iteration 37Q: 3 clusters Score -3605773 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3605820.250000 Penalty: 5039.891113
	Iteration 38Q: 3 clusters Score -3605820 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3605877.750000 Penalty: 5039.891113
	Iteration 39Q: 3 clusters Score -3605878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3605935.250000 Penalty: 5039.891113
	Iteration 40F: 3 clusters Score -3605935 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3606006.250000 Penalty: 5039.891113
	Iteration 41Q: 3 clusters Score -3606006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3606086.250000 Penalty: 5039.891113
	Iteration 42Q: 3 clusters Score -3606086 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3606159.750000 Penalty: 5039.891113
	Iteration 43Q: 3 clusters Score -3606160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3606208.500000 Penalty: 5039.891113
	Iteration 44Q: 3 clusters Score -3606208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3606258.000000 Penalty: 5039.891113
	Iteration 45Q: 3 clusters Score -3606258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3606304.250000 Penalty: 5039.891113
	Iteration 46Q: 3 clusters Score -3606304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3606352.250000 Penalty: 5039.891113
	Iteration 47Q: 3 clusters Score -3606352 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3606380.250000 Penalty: 5039.891113
	Iteration 48Q: 3 clusters Score -3606380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3606407.500000 Penalty: 5039.891113
	Iteration 49Q: 3 clusters Score -3606408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3606423.500000 Penalty: 5039.891113
	Iteration 50Q: 3 clusters Score -3606424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3606446.000000 Penalty: 5039.891113
	Iteration 51Q: 3 clusters Score -3606446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3606484.250000 Penalty: 5039.891113
	Iteration 52Q: 3 clusters Score -3606484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3606498.000000 Penalty: 5039.891113
	Iteration 53Q: 3 clusters Score -3606498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3606514.000000 Penalty: 5039.891113
	Iteration 54Q: 3 clusters Score -3606514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3606531.500000 Penalty: 5039.891113
	Iteration 55Q: 3 clusters Score -3606532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3606544.750000 Penalty: 5039.891113
	Iteration 56Q: 3 clusters Score -3606545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3606559.500000 Penalty: 5039.891113
	Iteration 57Q: 3 clusters Score -3606560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3606574.750000 Penalty: 5039.891113
	Iteration 58Q: 3 clusters Score -3606575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3606598.500000 Penalty: 5039.891113
	Iteration 59Q: 3 clusters Score -3606598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3606611.000000 Penalty: 5039.891113
	Iteration 60F: 3 clusters Score -3606611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3606616.500000 Penalty: 5039.891113
	Iteration 61Q: 3 clusters Score -3606616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3606628.000000 Penalty: 5039.891113
	Iteration 62Q: 3 clusters Score -3606628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3606643.000000 Penalty: 5039.891113
	Iteration 63Q: 3 clusters Score -3606643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3606648.000000 Penalty: 5039.891113
	Iteration 64Q: 3 clusters Score -3606648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3606661.500000 Penalty: 5039.891113
	Iteration 65Q: 3 clusters Score -3606662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3606665.500000 Penalty: 5039.891113
	Iteration 66Q: 3 clusters Score -3606666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3606669.500000 Penalty: 5039.891113
	Iteration 67Q: 3 clusters Score -3606670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3606686.000000 Penalty: 5039.891113
	Iteration 68Q: 3 clusters Score -3606686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3606693.000000 Penalty: 5039.891113
	Iteration 69Q: 3 clusters Score -3606693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3606701.250000 Penalty: 5039.891113
	Iteration 70Q: 3 clusters Score -3606701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3606720.750000 Penalty: 5039.891113
	Iteration 71Q: 3 clusters Score -3606721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3606724.250000 Penalty: 5039.891113
	Iteration 72Q: 3 clusters Score -3606724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3606725.500000 Penalty: 5039.891113
	Iteration 73Q: 3 clusters Score -3606726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3606734.500000 Penalty: 5039.891113
	Iteration 74Q: 3 clusters Score -3606734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3606750.250000 Penalty: 5039.891113
	Iteration 75Q: 3 clusters Score -3606750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3606753.250000 Penalty: 5039.891113
	Iteration 76Q: 3 clusters Score -3606753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3606754.750000 Penalty: 5039.891113
	Iteration 77Q: 3 clusters Score -3606755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3606762.000000 Penalty: 5039.891113
	Iteration 78Q: 3 clusters Score -3606762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3606760.500000 Penalty: 5039.891113
	Iteration 79Q: 3 clusters Score -3606760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3606768.500000 Penalty: 5039.891113
	Iteration 80F: 3 clusters Score -3606768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3606768.250000 Penalty: 5039.891113
	Iteration 81Q: 3 clusters Score -3606768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3606776.750000 Penalty: 5039.891113
	Iteration 82Q: 3 clusters Score -3606777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3606777.500000 Penalty: 5039.891113
	Iteration 83Q: 3 clusters Score -3606778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3606783.250000 Penalty: 5039.891113
	Iteration 84Q: 3 clusters Score -3606783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3606788.500000 Penalty: 5039.891113
	Iteration 85Q: 3 clusters Score -3606788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3606790.000000 Penalty: 5039.891113
	Iteration 86Q: 3 clusters Score -3606790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3606788.250000 Penalty: 5039.891113
	Iteration 87Q: 3 clusters Score -3606788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3606790.250000 Penalty: 5039.891113
	Iteration 88Q: 3 clusters Score -3606790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3606790.500000 Penalty: 5039.891113
	Iteration 89Q: 3 clusters Score -3606790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3606791.750000 Penalty: 5039.891113
	Iteration 90Q: 3 clusters Score -3606792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3606800.750000 Penalty: 5039.891113
	Iteration 91Q: 3 clusters Score -3606801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3606797.000000 Penalty: 5039.891113
	Iteration 92Q: 3 clusters Score -3606797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3606804.250000 Penalty: 5039.891113
	Iteration 93Q: 3 clusters Score -3606804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3606806.750000 Penalty: 5039.891113
	Iteration 94Q: 3 clusters Score -3606807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3606799.750000 Penalty: 5039.891113
	Iteration 95Q: 3 clusters Score -3606800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3606808.000000 Penalty: 5039.891113
	Iteration 96Q: 3 clusters Score -3606808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3606808.000000 Penalty: 5039.891113
	Iteration 97Q: 3 clusters Score -3606808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3606801.000000 Penalty: 5039.891113
	Iteration 98Q: 3 clusters Score -3606801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3606807.000000 Penalty: 5039.891113
	Iteration 99Q: 3 clusters Score -3606807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3606813.500000 Penalty: 5039.891113
	Iteration 100F: 3 clusters Score -3606814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3606811.750000 Penalty: 5039.891113
	Iteration 101Q: 3 clusters Score -3606812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3606815.750000 Penalty: 5039.891113
	Iteration 102Q: 3 clusters Score -3606816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3606818.250000 Penalty: 5039.891113
	Iteration 103Q: 3 clusters Score -3606818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3606820.000000 Penalty: 5039.891113
	Iteration 104Q: 3 clusters Score -3606820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3606820.500000 Penalty: 5039.891113
	Iteration 105Q: 3 clusters Score -3606820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3606821.000000 Penalty: 5039.891113
	Iteration 106Q: 3 clusters Score -3606821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3606821.750000 Penalty: 5039.891113
	Iteration 107Q: 3 clusters Score -3606822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3606816.000000 Penalty: 5039.891113
	Iteration 108Q: 3 clusters Score -3606816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3606816.750000 Penalty: 5039.891113
	Iteration 109Q: 3 clusters Score -3606817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3606819.500000 Penalty: 5039.891113
	Iteration 110Q: 3 clusters Score -3606820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3606822.500000 Penalty: 5039.891113
	Iteration 111Q: 3 clusters Score -3606822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3606826.500000 Penalty: 5039.891113
	Iteration 112Q: 3 clusters Score -3606826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3606822.500000 Penalty: 5039.891113
	Iteration 113Q: 3 clusters Score -3606822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3606823.750000 Penalty: 5039.891113
	Iteration 114Q: 3 clusters Score -3606824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3606826.000000 Penalty: 5039.891113
	Iteration 115Q: 3 clusters Score -3606826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3606829.250000 Penalty: 5039.891113
	Iteration 116Q: 3 clusters Score -3606829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3606835.750000 Penalty: 5039.891113
	Iteration 117Q: 3 clusters Score -3606836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3606836.000000 Penalty: 5039.891113
	Iteration 118Q: 3 clusters Score -3606836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3606834.500000 Penalty: 5039.891113
	Iteration 119Q: 3 clusters Score -3606834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3606842.000000 Penalty: 5039.891113
	Iteration 120F: 3 clusters Score -3606842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3606837.500000 Penalty: 5039.891113
	Iteration 121Q: 3 clusters Score -3606838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3606840.000000 Penalty: 5039.891113
	Iteration 122Q: 3 clusters Score -3606840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3606845.500000 Penalty: 5039.891113
	Iteration 123Q: 3 clusters Score -3606846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3606839.750000 Penalty: 5039.891113
	Iteration 124Q: 3 clusters Score -3606840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3606840.750000 Penalty: 5039.891113
	Iteration 125Q: 3 clusters Score -3606841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3606843.000000 Penalty: 5039.891113
	Iteration 126Q: 3 clusters Score -3606843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3606843.500000 Penalty: 5039.891113
	Iteration 127Q: 3 clusters Score -3606844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3606843.500000 Penalty: 5039.891113
	Iteration 128Q: 3 clusters Score -3606844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3606848.250000 Penalty: 5039.891113
	Iteration 129Q: 3 clusters Score -3606848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3606844.500000 Penalty: 5039.891113
	Iteration 130Q: 3 clusters Score -3606844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3606848.750000 Penalty: 5039.891113
	Iteration 131Q: 3 clusters Score -3606849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3606854.500000 Penalty: 5039.891113
	Iteration 132Q: 3 clusters Score -3606854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3606849.750000 Penalty: 5039.891113
	Iteration 133Q: 3 clusters Score -3606850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3606853.250000 Penalty: 5039.891113
	Iteration 134Q: 3 clusters Score -3606853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3606857.500000 Penalty: 5039.891113
	Iteration 135Q: 3 clusters Score -3606858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3606860.250000 Penalty: 5039.891113
	Iteration 136Q: 3 clusters Score -3606860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3606858.000000 Penalty: 5039.891113
	Iteration 137Q: 3 clusters Score -3606858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3606858.250000 Penalty: 5039.891113
	Iteration 138Q: 3 clusters Score -3606858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3606857.750000 Penalty: 5039.891113
	Iteration 139Q: 3 clusters Score -3606858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3606857.250000 Penalty: 5039.891113
	Iteration 140F: 3 clusters Score -3606857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3606851.750000 Penalty: 5039.891113
	Iteration 141Q: 3 clusters Score -3606852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3606855.750000 Penalty: 5039.891113
	Iteration 142Q: 3 clusters Score -3606856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3606854.750000 Penalty: 5039.891113
	Iteration 143Q: 3 clusters Score -3606855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3606849.250000 Penalty: 5039.891113
	Iteration 144Q: 3 clusters Score -3606849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3606849.250000 Penalty: 5039.891113
	Iteration 145F: 3 clusters Score -3606849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -44410.304688 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -44410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43126.945312 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -43126.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43363.300781 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -43363.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43407.367188 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -43407.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43428.000000 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -43428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43435.933594 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -43435.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43448.402344 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -43448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43457.742188 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -43457.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43467.476562 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -43467.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43469.406250 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -43469.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43469.406250 Penalty: 2882.325928
	Iteration 9F: 3 clusters Score -43469.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -61345.988281 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -61345.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59901.996094 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -59902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60040.324219 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -60040.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60090.472656 Penalty: 3033.482422
	Iteration 2Q: 3 clusters Score -60090.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60136.562500 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -60136.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60162.988281 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -60162.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60172.195312 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -60172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60185.847656 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -60185.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60202.347656 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -60202.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60211.589844 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -60211.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60213.261719 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -60213.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60216.660156 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -60216.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60221.312500 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -60221.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60223.949219 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -60223.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60230.777344 Penalty: 3033.482422
	Iteration 13Q: 3 clusters Score -60230.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60232.335938 Penalty: 3033.482422
	Iteration 14Q: 3 clusters Score -60232.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60233.390625 Penalty: 3033.482422
	Iteration 15Q: 3 clusters Score -60233.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60233.390625 Penalty: 3033.482422
	Iteration 16F: 3 clusters Score -60233.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52628.031250 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52628.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51134.062500 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51134.06 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51548.281250 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51548.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51846.242188 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -51846.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52073.406250 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -52073.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52208.445312 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -52208.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52284.179688 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -52284.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52318.335938 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -52318.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52351.527344 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -52351.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52368.308594 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -52368.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52372.796875 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -52372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52373.738281 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -52373.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52373.738281 Penalty: 3113.215088
	Iteration 11F: 3 clusters Score -52373.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -114028.890625 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -114028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112197.210938 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -112197.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -112872.812500 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -112872.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113462.796875 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -113462.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -113786.273438 Penalty: 3385.428223
	Iteration 3F: 3 clusters Score -113786.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -114063.906250 Penalty: 3385.428223
	Iteration 4F: 3 clusters Score -114063.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -114175.898438 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -114175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -114240.117188 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -114240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -114283.414062 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -114283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -114292.562500 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -114292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -114302.585938 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -114302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -114302.585938 Penalty: 3385.428223
	Iteration 10F: 3 clusters Score -114302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49472 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 194337 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10109 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25024 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11444 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 163 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 758 members 
Entering Unmasked Estep 
Score: -95494280.000000 Penalty: 113006.234375
Splitting cluster 32 changes total score from -95495432.000000 to -95494280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -122316.125000 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -122316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120597.562500 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -120597.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121093.781250 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -121093.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121465.156250 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -121465.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -121868.046875 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -121868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122305.359375 Penalty: 3415.719727
	Iteration 4F: 3 clusters Score -122305.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -122720.000000 Penalty: 3415.719727
	Iteration 5F: 3 clusters Score -122720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122811.992188 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -122812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122889.640625 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -122889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -122930.632812 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -122930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -122944.992188 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -122945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -122949.531250 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -122949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -122951.468750 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -122951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122952.687500 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -122952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122952.687500 Penalty: 3415.719727
	Iteration 13F: 3 clusters Score -122952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49472 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 194337 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10109 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25024 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11444 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 243 members 
Mstep: Class 34 contains 736 members 
Entering Unmasked Estep 
Score: -95494656.000000 Penalty: 113006.234375
Splitting cluster 33 changes total score from -95495432.000000 to -95494656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49472 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 194337 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10109 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 25024 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11444 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495448.000000 Penalty: 109682.515625
Iteration 159Q: 34 clusters Score -9.549545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49471 members 
Mstep: Class 3 contains 13187 members 
Mstep: Class 4 contains 194336 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152604 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61758 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25023 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11445 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495416.000000 Penalty: 109682.515625
Iteration 160F: 34 clusters Score -9.549542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49470 members 
Mstep: Class 3 contains 13187 members 
Mstep: Class 4 contains 194335 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61758 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25021 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13074 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11446 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495464.000000 Penalty: 109682.515625
Iteration 161Q: 34 clusters Score -9.549546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49467 members 
Mstep: Class 3 contains 13187 members 
Mstep: Class 4 contains 194335 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152604 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61758 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25019 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13080 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11448 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495448.000000 Penalty: 109682.515625
Iteration 162Q: 34 clusters Score -9.549545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49465 members 
Mstep: Class 3 contains 13188 members 
Mstep: Class 4 contains 194336 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61759 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13086 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11449 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495440.000000 Penalty: 109682.515625
Iteration 163Q: 34 clusters Score -9.549544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49460 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 194336 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61760 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13602 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495424.000000 Penalty: 109682.515625
Iteration 164Q: 34 clusters Score -9.549542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49455 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 194336 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 13601 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13106 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25872 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495392.000000 Penalty: 109682.515625
Iteration 165Q: 34 clusters Score -9.549539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 194334 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152602 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61764 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13600 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495408.000000 Penalty: 109682.515625
Iteration 166Q: 34 clusters Score -9.549541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49448 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 194333 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10069 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13600 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13125 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495392.000000 Penalty: 109682.515625
Iteration 167Q: 34 clusters Score -9.549539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49444 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 194332 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10065 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13599 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13135 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495376.000000 Penalty: 109682.515625
Iteration 168Q: 34 clusters Score -9.549538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49442 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 194332 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25019 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13599 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13141 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495352.000000 Penalty: 109682.515625
Iteration 169Q: 34 clusters Score -9.549535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49442 members 
Mstep: Class 3 contains 13190 members 
Mstep: Class 4 contains 194330 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152602 members 
Mstep: Class 8 contains 10054 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13599 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13148 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495384.000000 Penalty: 109682.515625
Iteration 170Q: 34 clusters Score -9.549538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49441 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194328 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25019 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13599 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13156 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495392.000000 Penalty: 109682.515625
Iteration 171Q: 34 clusters Score -9.549539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49438 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194328 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152605 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 25020 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13597 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13157 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495400.000000 Penalty: 109682.515625
Iteration 172Q: 34 clusters Score -9.54954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49434 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194327 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152606 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61764 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25022 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33930 members 
Mstep: Class 17 contains 13597 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13157 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495384.000000 Penalty: 109682.515625
Iteration 173Q: 34 clusters Score -9.549538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49432 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194325 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152608 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61764 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25023 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10787 members 
Mstep: Class 16 contains 33931 members 
Mstep: Class 17 contains 13597 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495384.000000 Penalty: 109682.515625
Iteration 174Q: 34 clusters Score -9.549538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49430 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194325 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152608 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61764 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25023 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33931 members 
Mstep: Class 17 contains 13596 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25875 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495352.000000 Penalty: 109682.515625
Iteration 175Q: 34 clusters Score -9.549535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49430 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194322 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152611 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61764 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25023 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10787 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13595 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495360.000000 Penalty: 109682.515625
Iteration 176Q: 34 clusters Score -9.549536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49430 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194321 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61765 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25024 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495376.000000 Penalty: 109682.515625
Iteration 177Q: 34 clusters Score -9.549538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49430 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194321 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61765 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25025 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495392.000000 Penalty: 109682.515625
Iteration 178Q: 34 clusters Score -9.549539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49431 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194321 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61765 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25025 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495376.000000 Penalty: 109682.515625
Iteration 179Q: 34 clusters Score -9.549538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49431 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194321 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61765 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25025 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95495376.000000 Penalty: 109682.515625
Iteration 180F: 34 clusters Score -9.549538e+07 nChanged 0
Entering ConstructFrom: 
Score: -95495376.000000 Penalty: 109682.515625
Entering ConstructFrom: 
Trying to split cluster 1 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -530977.187500 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -530977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -527334.187500 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -527334.2 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -528228.062500 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -528228.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -528434.812500 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -528434.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -528551.625000 Penalty: 4064.063721
	Iteration 3Q: 3 clusters Score -528551.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -528658.187500 Penalty: 4064.063721
	Iteration 4Q: 3 clusters Score -528658.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -528780.062500 Penalty: 4064.063721
	Iteration 5Q: 3 clusters Score -528780.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -528888.812500 Penalty: 4064.063721
	Iteration 6Q: 3 clusters Score -528888.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -528985.000000 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -528985 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -529076.437500 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -529076.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -529175.937500 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -529175.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -529274.500000 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -529274.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -529367.937500 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -529367.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -529461.562500 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -529461.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -529564.000000 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -529564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -529721.437500 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -529721.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -529931.062500 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -529931.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -530074.812500 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -530074.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -530171.937500 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -530171.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -530227.937500 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -530227.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -530263.375000 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -530263.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -530293.687500 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -530293.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -530325.187500 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -530325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -530355.000000 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -530355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -530368.125000 Penalty: 4064.063721
	Iteration 23Q: 3 clusters Score -530368.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -530378.062500 Penalty: 4064.063721
	Iteration 24Q: 3 clusters Score -530378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -530384.812500 Penalty: 4064.063721
	Iteration 25Q: 3 clusters Score -530384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -530387.437500 Penalty: 4064.063721
	Iteration 26Q: 3 clusters Score -530387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -530388.187500 Penalty: 4064.063721
	Iteration 27Q: 3 clusters Score -530388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -530388.750000 Penalty: 4064.063721
	Iteration 28Q: 3 clusters Score -530388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -530388.750000 Penalty: 4064.063721
	Iteration 29F: 3 clusters Score -530388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Entering Unmasked Estep 
Score: -7239477.000000 Penalty: 2680.466797
	Iteration 0F: 2 clusters Score -7239477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -7206246.000000 Penalty: 5360.933594
	Iteration 0F: 3 clusters Score -7206246 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -7219015.500000 Penalty: 5360.933594
	Iteration 1F: 3 clusters Score -7219016 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -7219703.500000 Penalty: 5360.933594
	Iteration 2Q: 3 clusters Score -7219704 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -7220387.500000 Penalty: 5360.933594
	Iteration 3Q: 3 clusters Score -7220388 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -7221155.500000 Penalty: 5360.933594
	Iteration 4Q: 3 clusters Score -7221156 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -7222061.500000 Penalty: 5360.933594
	Iteration 5Q: 3 clusters Score -7222062 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -7223175.500000 Penalty: 5360.933594
	Iteration 6Q: 3 clusters Score -7223176 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -7224450.000000 Penalty: 5360.933594
	Iteration 7F: 3 clusters Score -7224450 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -7225878.000000 Penalty: 5360.933594
	Iteration 8F: 3 clusters Score -7225878 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -7227445.500000 Penalty: 5360.933594
	Iteration 9F: 3 clusters Score -7227446 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -7229089.500000 Penalty: 5360.933594
	Iteration 10Q: 3 clusters Score -7229090 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -7230828.000000 Penalty: 5360.933594
	Iteration 11Q: 3 clusters Score -7230828 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -7232213.500000 Penalty: 5360.933594
	Iteration 12Q: 3 clusters Score -7232214 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -7233294.500000 Penalty: 5360.933594
	Iteration 13Q: 3 clusters Score -7233294 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -7234138.500000 Penalty: 5360.933594
	Iteration 14Q: 3 clusters Score -7234138 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -7234742.000000 Penalty: 5360.933594
	Iteration 15Q: 3 clusters Score -7234742 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -7235247.000000 Penalty: 5360.933594
	Iteration 16Q: 3 clusters Score -7235247 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7235693.000000 Penalty: 5360.933594
	Iteration 17Q: 3 clusters Score -7235693 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -7236077.500000 Penalty: 5360.933594
	Iteration 18Q: 3 clusters Score -7236078 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -7236432.000000 Penalty: 5360.933594
	Iteration 19Q: 3 clusters Score -7236432 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7236716.000000 Penalty: 5360.933594
	Iteration 20F: 3 clusters Score -7236716 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7236977.000000 Penalty: 5360.933594
	Iteration 21Q: 3 clusters Score -7236977 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7237226.500000 Penalty: 5360.933594
	Iteration 22Q: 3 clusters Score -7237226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7237405.000000 Penalty: 5360.933594
	Iteration 23Q: 3 clusters Score -7237405 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7237550.000000 Penalty: 5360.933594
	Iteration 24Q: 3 clusters Score -7237550 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7237652.500000 Penalty: 5360.933594
	Iteration 25Q: 3 clusters Score -7237652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7237699.500000 Penalty: 5360.933594
	Iteration 26Q: 3 clusters Score -7237700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7237735.500000 Penalty: 5360.933594
	Iteration 27Q: 3 clusters Score -7237736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7237750.000000 Penalty: 5360.933594
	Iteration 28Q: 3 clusters Score -7237750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7237757.500000 Penalty: 5360.933594
	Iteration 29Q: 3 clusters Score -7237758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7237768.000000 Penalty: 5360.933594
	Iteration 30Q: 3 clusters Score -7237768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7237782.500000 Penalty: 5360.933594
	Iteration 31Q: 3 clusters Score -7237782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7237789.000000 Penalty: 5360.933594
	Iteration 32Q: 3 clusters Score -7237789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7237788.500000 Penalty: 5360.933594
	Iteration 33Q: 3 clusters Score -7237788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7237781.000000 Penalty: 5360.933594
	Iteration 34Q: 3 clusters Score -7237781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7237795.500000 Penalty: 5360.933594
	Iteration 35Q: 3 clusters Score -7237796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7237799.500000 Penalty: 5360.933594
	Iteration 36Q: 3 clusters Score -7237800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7237789.500000 Penalty: 5360.933594
	Iteration 37Q: 3 clusters Score -7237790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7237790.000000 Penalty: 5360.933594
	Iteration 38Q: 3 clusters Score -7237790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7237800.500000 Penalty: 5360.933594
	Iteration 39Q: 3 clusters Score -7237800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7237799.500000 Penalty: 5360.933594
	Iteration 40F: 3 clusters Score -7237800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7237806.000000 Penalty: 5360.933594
	Iteration 41Q: 3 clusters Score -7237806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7237803.000000 Penalty: 5360.933594
	Iteration 42Q: 3 clusters Score -7237803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7237806.000000 Penalty: 5360.933594
	Iteration 43Q: 3 clusters Score -7237806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7237800.500000 Penalty: 5360.933594
	Iteration 44Q: 3 clusters Score -7237800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7237801.500000 Penalty: 5360.933594
	Iteration 45Q: 3 clusters Score -7237802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7237799.500000 Penalty: 5360.933594
	Iteration 46Q: 3 clusters Score -7237800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7237799.500000 Penalty: 5360.933594
	Iteration 47F: 3 clusters Score -7237800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Entering Unmasked Estep 
Score: -1942152.125000 Penalty: 2352.847900
	Iteration 0F: 2 clusters Score -1942152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1932386.375000 Penalty: 4705.695801
	Iteration 0F: 3 clusters Score -1932386 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1935395.625000 Penalty: 4705.695801
	Iteration 1F: 3 clusters Score -1935396 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1935769.875000 Penalty: 4705.695801
	Iteration 2F: 3 clusters Score -1935770 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1936056.000000 Penalty: 4705.695801
	Iteration 3F: 3 clusters Score -1936056 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1936266.875000 Penalty: 4705.695801
	Iteration 4Q: 3 clusters Score -1936267 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1936456.375000 Penalty: 4705.695801
	Iteration 5Q: 3 clusters Score -1936456 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1936644.875000 Penalty: 4705.695801
	Iteration 6Q: 3 clusters Score -1936645 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1936834.375000 Penalty: 4705.695801
	Iteration 7Q: 3 clusters Score -1936834 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1937035.625000 Penalty: 4705.695801
	Iteration 8Q: 3 clusters Score -1937036 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1937256.375000 Penalty: 4705.695801
	Iteration 9Q: 3 clusters Score -1937256 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1937512.750000 Penalty: 4705.695801
	Iteration 10Q: 3 clusters Score -1937513 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1937782.875000 Penalty: 4705.695801
	Iteration 11Q: 3 clusters Score -1937783 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1938041.000000 Penalty: 4705.695801
	Iteration 12Q: 3 clusters Score -1938041 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1938307.875000 Penalty: 4705.695801
	Iteration 13Q: 3 clusters Score -1938308 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1938563.125000 Penalty: 4705.695801
	Iteration 14Q: 3 clusters Score -1938563 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1938842.000000 Penalty: 4705.695801
	Iteration 15Q: 3 clusters Score -1938842 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1939083.375000 Penalty: 4705.695801
	Iteration 16Q: 3 clusters Score -1939083 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1939264.875000 Penalty: 4705.695801
	Iteration 17Q: 3 clusters Score -1939265 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1939438.750000 Penalty: 4705.695801
	Iteration 18Q: 3 clusters Score -1939439 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1939584.875000 Penalty: 4705.695801
	Iteration 19Q: 3 clusters Score -1939585 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1939687.000000 Penalty: 4705.695801
	Iteration 20F: 3 clusters Score -1939687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1939753.375000 Penalty: 4705.695801
	Iteration 21Q: 3 clusters Score -1939753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1939809.750000 Penalty: 4705.695801
	Iteration 22Q: 3 clusters Score -1939810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1939849.125000 Penalty: 4705.695801
	Iteration 23Q: 3 clusters Score -1939849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1939894.125000 Penalty: 4705.695801
	Iteration 24Q: 3 clusters Score -1939894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1939930.250000 Penalty: 4705.695801
	Iteration 25Q: 3 clusters Score -1939930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1939967.500000 Penalty: 4705.695801
	Iteration 26Q: 3 clusters Score -1939968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1939991.625000 Penalty: 4705.695801
	Iteration 27Q: 3 clusters Score -1939992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1940020.000000 Penalty: 4705.695801
	Iteration 28Q: 3 clusters Score -1940020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1940038.250000 Penalty: 4705.695801
	Iteration 29Q: 3 clusters Score -1940038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1940055.375000 Penalty: 4705.695801
	Iteration 30Q: 3 clusters Score -1940055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1940073.625000 Penalty: 4705.695801
	Iteration 31Q: 3 clusters Score -1940074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1940086.000000 Penalty: 4705.695801
	Iteration 32Q: 3 clusters Score -1940086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1940093.875000 Penalty: 4705.695801
	Iteration 33Q: 3 clusters Score -1940094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1940103.875000 Penalty: 4705.695801
	Iteration 34Q: 3 clusters Score -1940104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1940113.125000 Penalty: 4705.695801
	Iteration 35Q: 3 clusters Score -1940113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1940123.750000 Penalty: 4705.695801
	Iteration 36Q: 3 clusters Score -1940124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1940128.250000 Penalty: 4705.695801
	Iteration 37Q: 3 clusters Score -1940128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1940136.250000 Penalty: 4705.695801
	Iteration 38Q: 3 clusters Score -1940136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1940139.375000 Penalty: 4705.695801
	Iteration 39Q: 3 clusters Score -1940139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1940143.125000 Penalty: 4705.695801
	Iteration 40F: 3 clusters Score -1940143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1940148.250000 Penalty: 4705.695801
	Iteration 41Q: 3 clusters Score -1940148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1940150.875000 Penalty: 4705.695801
	Iteration 42Q: 3 clusters Score -1940151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1940155.625000 Penalty: 4705.695801
	Iteration 43Q: 3 clusters Score -1940156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1940158.375000 Penalty: 4705.695801
	Iteration 44Q: 3 clusters Score -1940158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1940162.125000 Penalty: 4705.695801
	Iteration 45Q: 3 clusters Score -1940162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1940164.250000 Penalty: 4705.695801
	Iteration 46Q: 3 clusters Score -1940164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1940166.750000 Penalty: 4705.695801
	Iteration 47Q: 3 clusters Score -1940167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1940169.500000 Penalty: 4705.695801
	Iteration 48Q: 3 clusters Score -1940170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1940169.000000 Penalty: 4705.695801
	Iteration 49Q: 3 clusters Score -1940169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1940171.875000 Penalty: 4705.695801
	Iteration 50Q: 3 clusters Score -1940172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1940172.750000 Penalty: 4705.695801
	Iteration 51Q: 3 clusters Score -1940173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1940171.500000 Penalty: 4705.695801
	Iteration 52Q: 3 clusters Score -1940172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1940172.875000 Penalty: 4705.695801
	Iteration 53Q: 3 clusters Score -1940173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1940176.875000 Penalty: 4705.695801
	Iteration 54Q: 3 clusters Score -1940177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1940180.750000 Penalty: 4705.695801
	Iteration 55Q: 3 clusters Score -1940181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1940180.875000 Penalty: 4705.695801
	Iteration 56Q: 3 clusters Score -1940181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1940184.500000 Penalty: 4705.695801
	Iteration 57Q: 3 clusters Score -1940184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1940184.375000 Penalty: 4705.695801
	Iteration 58Q: 3 clusters Score -1940184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1940185.875000 Penalty: 4705.695801
	Iteration 59Q: 3 clusters Score -1940186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1940191.125000 Penalty: 4705.695801
	Iteration 60F: 3 clusters Score -1940191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1940196.125000 Penalty: 4705.695801
	Iteration 61Q: 3 clusters Score -1940196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1940205.875000 Penalty: 4705.695801
	Iteration 62Q: 3 clusters Score -1940206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1940209.250000 Penalty: 4705.695801
	Iteration 63Q: 3 clusters Score -1940209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1940208.500000 Penalty: 4705.695801
	Iteration 64Q: 3 clusters Score -1940208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1940210.750000 Penalty: 4705.695801
	Iteration 65Q: 3 clusters Score -1940211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1940212.625000 Penalty: 4705.695801
	Iteration 66Q: 3 clusters Score -1940213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1940217.125000 Penalty: 4705.695801
	Iteration 67Q: 3 clusters Score -1940217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1940220.125000 Penalty: 4705.695801
	Iteration 68Q: 3 clusters Score -1940220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1940219.750000 Penalty: 4705.695801
	Iteration 69Q: 3 clusters Score -1940220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1940219.750000 Penalty: 4705.695801
	Iteration 70F: 3 clusters Score -1940220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194321 members 
Entering Unmasked Estep 
Score: -29046518.000000 Penalty: 3019.962158
	Iteration 0F: 2 clusters Score -2.904652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -28918496.000000 Penalty: 6039.924316
	Iteration 0F: 3 clusters Score -2.89185e+07 nChanged 93411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -28973616.000000 Penalty: 6039.924316
	Iteration 1F: 3 clusters Score -2.897362e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -28974492.000000 Penalty: 6039.924316
	Iteration 2Q: 3 clusters Score -2.897449e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -28975530.000000 Penalty: 6039.924316
	Iteration 3Q: 3 clusters Score -2.897553e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -28976578.000000 Penalty: 6039.924316
	Iteration 4Q: 3 clusters Score -2.897658e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -28978188.000000 Penalty: 6039.924316
	Iteration 5Q: 3 clusters Score -2.897819e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -28980446.000000 Penalty: 6039.924316
	Iteration 6Q: 3 clusters Score -2.898045e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 117684 members 
Entering Unmasked Estep 
Score: -28983934.000000 Penalty: 6039.924316
	Iteration 7Q: 3 clusters Score -2.898393e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -28989212.000000 Penalty: 6039.924316
	Iteration 8F: 3 clusters Score -2.898921e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 137009 members 
Entering Unmasked Estep 
Score: -28996628.000000 Penalty: 6039.924316
	Iteration 9F: 3 clusters Score -2.899663e+07 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -29005256.000000 Penalty: 6039.924316
	Iteration 10F: 3 clusters Score -2.900526e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 159812 members 
Entering Unmasked Estep 
Score: -29014242.000000 Penalty: 6039.924316
	Iteration 11F: 3 clusters Score -2.901424e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 168689 members 
Entering Unmasked Estep 
Score: -29021972.000000 Penalty: 6039.924316
	Iteration 12Q: 3 clusters Score -2.902197e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -29027924.000000 Penalty: 6039.924316
	Iteration 13Q: 3 clusters Score -2.902792e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 179938 members 
Entering Unmasked Estep 
Score: -29032026.000000 Penalty: 6039.924316
	Iteration 14Q: 3 clusters Score -2.903203e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 183536 members 
Entering Unmasked Estep 
Score: -29034940.000000 Penalty: 6039.924316
	Iteration 15Q: 3 clusters Score -2.903494e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 186456 members 
Entering Unmasked Estep 
Score: -29037262.000000 Penalty: 6039.924316
	Iteration 16Q: 3 clusters Score -2.903726e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 188832 members 
Entering Unmasked Estep 
Score: -29039152.000000 Penalty: 6039.924316
	Iteration 17Q: 3 clusters Score -2.903915e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 190691 members 
Entering Unmasked Estep 
Score: -29040804.000000 Penalty: 6039.924316
	Iteration 18Q: 3 clusters Score -2.90408e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 192025 members 
Entering Unmasked Estep 
Score: -29041912.000000 Penalty: 6039.924316
	Iteration 19Q: 3 clusters Score -2.904191e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -29042614.000000 Penalty: 6039.924316
	Iteration 20F: 3 clusters Score -2.904261e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 193444 members 
Entering Unmasked Estep 
Score: -29043066.000000 Penalty: 6039.924316
	Iteration 21Q: 3 clusters Score -2.904307e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 193699 members 
Entering Unmasked Estep 
Score: -29043320.000000 Penalty: 6039.924316
	Iteration 22Q: 3 clusters Score -2.904332e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 193834 members 
Entering Unmasked Estep 
Score: -29043512.000000 Penalty: 6039.924316
	Iteration 23Q: 3 clusters Score -2.904351e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 193913 members 
Entering Unmasked Estep 
Score: -29043612.000000 Penalty: 6039.924316
	Iteration 24Q: 3 clusters Score -2.904361e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 193961 members 
Entering Unmasked Estep 
Score: -29043678.000000 Penalty: 6039.924316
	Iteration 25Q: 3 clusters Score -2.904368e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 193987 members 
Entering Unmasked Estep 
Score: -29043700.000000 Penalty: 6039.924316
	Iteration 26Q: 3 clusters Score -2.90437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 194010 members 
Entering Unmasked Estep 
Score: -29043744.000000 Penalty: 6039.924316
	Iteration 27Q: 3 clusters Score -2.904374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 194021 members 
Entering Unmasked Estep 
Score: -29043762.000000 Penalty: 6039.924316
	Iteration 28Q: 3 clusters Score -2.904376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 194026 members 
Entering Unmasked Estep 
Score: -29043788.000000 Penalty: 6039.924316
	Iteration 29Q: 3 clusters Score -2.904379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194033 members 
Entering Unmasked Estep 
Score: -29043796.000000 Penalty: 6039.924316
	Iteration 30Q: 3 clusters Score -2.90438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194036 members 
Entering Unmasked Estep 
Score: -29043812.000000 Penalty: 6039.924316
	Iteration 31Q: 3 clusters Score -2.904381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 194040 members 
Entering Unmasked Estep 
Score: -29043824.000000 Penalty: 6039.924316
	Iteration 32Q: 3 clusters Score -2.904382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 194043 members 
Entering Unmasked Estep 
Score: -29043832.000000 Penalty: 6039.924316
	Iteration 33Q: 3 clusters Score -2.904383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 194042 members 
Entering Unmasked Estep 
Score: -29043842.000000 Penalty: 6039.924316
	Iteration 34Q: 3 clusters Score -2.904384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 194042 members 
Entering Unmasked Estep 
Score: -29043842.000000 Penalty: 6039.924316
	Iteration 35F: 3 clusters Score -2.904384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Entering Unmasked Estep 
Score: -741356.125000 Penalty: 2124.882812
	Iteration 0F: 2 clusters Score -741356.1 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 2655 members 
Entering Unmasked Estep 
Score: -736634.687500 Penalty: 4249.765625
	Iteration 0F: 3 clusters Score -736634.7 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -737789.125000 Penalty: 4249.765625
	Iteration 1F: 3 clusters Score -737789.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -737985.312500 Penalty: 4249.765625
	Iteration 2F: 3 clusters Score -737985.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -738123.937500 Penalty: 4249.765625
	Iteration 3Q: 3 clusters Score -738123.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -738242.750000 Penalty: 4249.765625
	Iteration 4Q: 3 clusters Score -738242.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -738333.187500 Penalty: 4249.765625
	Iteration 5Q: 3 clusters Score -738333.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -738412.000000 Penalty: 4249.765625
	Iteration 6Q: 3 clusters Score -738412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -738464.312500 Penalty: 4249.765625
	Iteration 7Q: 3 clusters Score -738464.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -738503.687500 Penalty: 4249.765625
	Iteration 8Q: 3 clusters Score -738503.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -738529.750000 Penalty: 4249.765625
	Iteration 9Q: 3 clusters Score -738529.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -738552.937500 Penalty: 4249.765625
	Iteration 10Q: 3 clusters Score -738552.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -738581.750000 Penalty: 4249.765625
	Iteration 11Q: 3 clusters Score -738581.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -738607.437500 Penalty: 4249.765625
	Iteration 12Q: 3 clusters Score -738607.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -738632.750000 Penalty: 4249.765625
	Iteration 13Q: 3 clusters Score -738632.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -738661.812500 Penalty: 4249.765625
	Iteration 14Q: 3 clusters Score -738661.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -738700.937500 Penalty: 4249.765625
	Iteration 15Q: 3 clusters Score -738700.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -738724.437500 Penalty: 4249.765625
	Iteration 16Q: 3 clusters Score -738724.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -738742.187500 Penalty: 4249.765625
	Iteration 17Q: 3 clusters Score -738742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -738751.750000 Penalty: 4249.765625
	Iteration 18Q: 3 clusters Score -738751.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -738766.062500 Penalty: 4249.765625
	Iteration 19Q: 3 clusters Score -738766.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -738781.750000 Penalty: 4249.765625
	Iteration 20F: 3 clusters Score -738781.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -738794.875000 Penalty: 4249.765625
	Iteration 21Q: 3 clusters Score -738794.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -738809.812500 Penalty: 4249.765625
	Iteration 22Q: 3 clusters Score -738809.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -738825.562500 Penalty: 4249.765625
	Iteration 23Q: 3 clusters Score -738825.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -738838.437500 Penalty: 4249.765625
	Iteration 24Q: 3 clusters Score -738838.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -738858.812500 Penalty: 4249.765625
	Iteration 25Q: 3 clusters Score -738858.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -738875.687500 Penalty: 4249.765625
	Iteration 26Q: 3 clusters Score -738875.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -738887.750000 Penalty: 4249.765625
	Iteration 27Q: 3 clusters Score -738887.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -738901.625000 Penalty: 4249.765625
	Iteration 28Q: 3 clusters Score -738901.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -738916.437500 Penalty: 4249.765625
	Iteration 29Q: 3 clusters Score -738916.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -738932.062500 Penalty: 4249.765625
	Iteration 30Q: 3 clusters Score -738932.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -738943.312500 Penalty: 4249.765625
	Iteration 31Q: 3 clusters Score -738943.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -738956.687500 Penalty: 4249.765625
	Iteration 32Q: 3 clusters Score -738956.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -738970.875000 Penalty: 4249.765625
	Iteration 33Q: 3 clusters Score -738970.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -738977.625000 Penalty: 4249.765625
	Iteration 34Q: 3 clusters Score -738977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -738985.750000 Penalty: 4249.765625
	Iteration 35Q: 3 clusters Score -738985.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -738992.937500 Penalty: 4249.765625
	Iteration 36Q: 3 clusters Score -738992.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -739004.812500 Penalty: 4249.765625
	Iteration 37Q: 3 clusters Score -739004.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -739020.875000 Penalty: 4249.765625
	Iteration 38Q: 3 clusters Score -739020.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -739037.687500 Penalty: 4249.765625
	Iteration 39Q: 3 clusters Score -739037.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -739048.687500 Penalty: 4249.765625
	Iteration 40F: 3 clusters Score -739048.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -739068.687500 Penalty: 4249.765625
	Iteration 41Q: 3 clusters Score -739068.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -739082.812500 Penalty: 4249.765625
	Iteration 42Q: 3 clusters Score -739082.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -739102.500000 Penalty: 4249.765625
	Iteration 43Q: 3 clusters Score -739102.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -739123.312500 Penalty: 4249.765625
	Iteration 44Q: 3 clusters Score -739123.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -739149.687500 Penalty: 4249.765625
	Iteration 45Q: 3 clusters Score -739149.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -739171.687500 Penalty: 4249.765625
	Iteration 46Q: 3 clusters Score -739171.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -739195.250000 Penalty: 4249.765625
	Iteration 47Q: 3 clusters Score -739195.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -739216.250000 Penalty: 4249.765625
	Iteration 48Q: 3 clusters Score -739216.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -739235.375000 Penalty: 4249.765625
	Iteration 49Q: 3 clusters Score -739235.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -739255.187500 Penalty: 4249.765625
	Iteration 50Q: 3 clusters Score -739255.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -739270.812500 Penalty: 4249.765625
	Iteration 51Q: 3 clusters Score -739270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -739281.250000 Penalty: 4249.765625
	Iteration 52Q: 3 clusters Score -739281.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -739295.875000 Penalty: 4249.765625
	Iteration 53Q: 3 clusters Score -739295.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -739308.125000 Penalty: 4249.765625
	Iteration 54Q: 3 clusters Score -739308.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -739323.062500 Penalty: 4249.765625
	Iteration 55Q: 3 clusters Score -739323.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -739339.437500 Penalty: 4249.765625
	Iteration 56Q: 3 clusters Score -739339.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -739347.250000 Penalty: 4249.765625
	Iteration 57Q: 3 clusters Score -739347.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -739355.687500 Penalty: 4249.765625
	Iteration 58Q: 3 clusters Score -739355.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -739362.375000 Penalty: 4249.765625
	Iteration 59Q: 3 clusters Score -739362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -739369.437500 Penalty: 4249.765625
	Iteration 60F: 3 clusters Score -739369.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -739378.062500 Penalty: 4249.765625
	Iteration 61Q: 3 clusters Score -739378.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -739394.500000 Penalty: 4249.765625
	Iteration 62Q: 3 clusters Score -739394.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -739412.062500 Penalty: 4249.765625
	Iteration 63Q: 3 clusters Score -739412.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -739425.687500 Penalty: 4249.765625
	Iteration 64Q: 3 clusters Score -739425.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -739443.375000 Penalty: 4249.765625
	Iteration 65Q: 3 clusters Score -739443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -739459.937500 Penalty: 4249.765625
	Iteration 66Q: 3 clusters Score -739459.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -739471.750000 Penalty: 4249.765625
	Iteration 67Q: 3 clusters Score -739471.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -739485.250000 Penalty: 4249.765625
	Iteration 68Q: 3 clusters Score -739485.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -739505.312500 Penalty: 4249.765625
	Iteration 69Q: 3 clusters Score -739505.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -739516.687500 Penalty: 4249.765625
	Iteration 70Q: 3 clusters Score -739516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -739517.812500 Penalty: 4249.765625
	Iteration 71Q: 3 clusters Score -739517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -739522.437500 Penalty: 4249.765625
	Iteration 72Q: 3 clusters Score -739522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -739526.125000 Penalty: 4249.765625
	Iteration 73Q: 3 clusters Score -739526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -739527.375000 Penalty: 4249.765625
	Iteration 74Q: 3 clusters Score -739527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -739533.125000 Penalty: 4249.765625
	Iteration 75Q: 3 clusters Score -739533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -739537.062500 Penalty: 4249.765625
	Iteration 76Q: 3 clusters Score -739537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -739538.437500 Penalty: 4249.765625
	Iteration 77Q: 3 clusters Score -739538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -739538.937500 Penalty: 4249.765625
	Iteration 78Q: 3 clusters Score -739538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -739539.250000 Penalty: 4249.765625
	Iteration 79Q: 3 clusters Score -739539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -739539.250000 Penalty: 4249.765625
	Iteration 80F: 3 clusters Score -739539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -50983.632812 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -50983.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49796.082031 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -49796.08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50097.656250 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -50097.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50540.359375 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -50540.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -51043.023438 Penalty: 2988.829590
	Iteration 3F: 3 clusters Score -51043.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -51424.906250 Penalty: 2988.829590
	Iteration 4F: 3 clusters Score -51424.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -51484.023438 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -51484.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51566.351562 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -51566.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51694.054688 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -51694.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51882.222656 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -51882.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51926.914062 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -51926.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51926.914062 Penalty: 2988.829590
	Iteration 10F: 3 clusters Score -51926.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49431 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194321 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61765 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25025 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 108 members 
Entering Unmasked Estep 
Score: -95494416.000000 Penalty: 113006.234375
Splitting cluster 6 changes total score from -95495376.000000 to -95494416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (152612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152612 members 
Entering Unmasked Estep 
Score: -22774048.000000 Penalty: 2960.041992
	Iteration 0F: 2 clusters Score -2.277405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -22676632.000000 Penalty: 5920.083984
	Iteration 0F: 3 clusters Score -2.267663e+07 nChanged 72791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 74939 members 
Entering Unmasked Estep 
Score: -22720030.000000 Penalty: 5920.083984
	Iteration 1F: 3 clusters Score -2.272003e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -22721782.000000 Penalty: 5920.083984
	Iteration 2Q: 3 clusters Score -2.272178e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -22724416.000000 Penalty: 5920.083984
	Iteration 3Q: 3 clusters Score -2.272442e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -22728162.000000 Penalty: 5920.083984
	Iteration 4Q: 3 clusters Score -2.272816e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -22733242.000000 Penalty: 5920.083984
	Iteration 5F: 3 clusters Score -2.273324e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -22739344.000000 Penalty: 5920.083984
	Iteration 6F: 3 clusters Score -2.273934e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -22745500.000000 Penalty: 5920.083984
	Iteration 7F: 3 clusters Score -2.27455e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -22751014.000000 Penalty: 5920.083984
	Iteration 8F: 3 clusters Score -2.275101e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -22754404.000000 Penalty: 5920.083984
	Iteration 9Q: 3 clusters Score -2.27544e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -22756156.000000 Penalty: 5920.083984
	Iteration 10Q: 3 clusters Score -2.275616e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -22756922.000000 Penalty: 5920.083984
	Iteration 11Q: 3 clusters Score -2.275692e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -22757252.000000 Penalty: 5920.083984
	Iteration 12Q: 3 clusters Score -2.275725e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -22757378.000000 Penalty: 5920.083984
	Iteration 13Q: 3 clusters Score -2.275738e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -22757564.000000 Penalty: 5920.083984
	Iteration 14Q: 3 clusters Score -2.275756e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -22757826.000000 Penalty: 5920.083984
	Iteration 15Q: 3 clusters Score -2.275783e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -22757992.000000 Penalty: 5920.083984
	Iteration 16Q: 3 clusters Score -2.275799e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -22758088.000000 Penalty: 5920.083984
	Iteration 17Q: 3 clusters Score -2.275809e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -22758296.000000 Penalty: 5920.083984
	Iteration 18Q: 3 clusters Score -2.27583e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -22758424.000000 Penalty: 5920.083984
	Iteration 19Q: 3 clusters Score -2.275842e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -22758484.000000 Penalty: 5920.083984
	Iteration 20F: 3 clusters Score -2.275848e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -22758640.000000 Penalty: 5920.083984
	Iteration 21Q: 3 clusters Score -2.275864e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -22758634.000000 Penalty: 5920.083984
	Iteration 22Q: 3 clusters Score -2.275863e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -22758858.000000 Penalty: 5920.083984
	Iteration 23Q: 3 clusters Score -2.275886e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -22758916.000000 Penalty: 5920.083984
	Iteration 24Q: 3 clusters Score -2.275892e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -22759028.000000 Penalty: 5920.083984
	Iteration 25Q: 3 clusters Score -2.275903e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -22759146.000000 Penalty: 5920.083984
	Iteration 26Q: 3 clusters Score -2.275915e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -22759266.000000 Penalty: 5920.083984
	Iteration 27Q: 3 clusters Score -2.275927e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -22759316.000000 Penalty: 5920.083984
	Iteration 28Q: 3 clusters Score -2.275932e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -22759354.000000 Penalty: 5920.083984
	Iteration 29Q: 3 clusters Score -2.275935e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -22759378.000000 Penalty: 5920.083984
	Iteration 30Q: 3 clusters Score -2.275938e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -22759354.000000 Penalty: 5920.083984
	Iteration 31Q: 3 clusters Score -2.275935e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -22759440.000000 Penalty: 5920.083984
	Iteration 32Q: 3 clusters Score -2.275944e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -22759522.000000 Penalty: 5920.083984
	Iteration 33Q: 3 clusters Score -2.275952e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -22759592.000000 Penalty: 5920.083984
	Iteration 34Q: 3 clusters Score -2.275959e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -22759628.000000 Penalty: 5920.083984
	Iteration 35Q: 3 clusters Score -2.275963e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -22759606.000000 Penalty: 5920.083984
	Iteration 36Q: 3 clusters Score -2.275961e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -22759606.000000 Penalty: 5920.083984
	Iteration 37Q: 3 clusters Score -2.275961e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -22759690.000000 Penalty: 5920.083984
	Iteration 38Q: 3 clusters Score -2.275969e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -22759642.000000 Penalty: 5920.083984
	Iteration 39Q: 3 clusters Score -2.275964e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -22759744.000000 Penalty: 5920.083984
	Iteration 40F: 3 clusters Score -2.275974e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -22759726.000000 Penalty: 5920.083984
	Iteration 41Q: 3 clusters Score -2.275973e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -22759728.000000 Penalty: 5920.083984
	Iteration 42Q: 3 clusters Score -2.275973e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -22759778.000000 Penalty: 5920.083984
	Iteration 43Q: 3 clusters Score -2.275978e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -22759752.000000 Penalty: 5920.083984
	Iteration 44Q: 3 clusters Score -2.275975e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -22759756.000000 Penalty: 5920.083984
	Iteration 45Q: 3 clusters Score -2.275976e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -22759844.000000 Penalty: 5920.083984
	Iteration 46Q: 3 clusters Score -2.275984e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -22759912.000000 Penalty: 5920.083984
	Iteration 47Q: 3 clusters Score -2.275991e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -22759908.000000 Penalty: 5920.083984
	Iteration 48Q: 3 clusters Score -2.275991e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -22759902.000000 Penalty: 5920.083984
	Iteration 49Q: 3 clusters Score -2.27599e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -22759922.000000 Penalty: 5920.083984
	Iteration 50Q: 3 clusters Score -2.275992e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -22760014.000000 Penalty: 5920.083984
	Iteration 51Q: 3 clusters Score -2.276001e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -22760038.000000 Penalty: 5920.083984
	Iteration 52Q: 3 clusters Score -2.276004e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -22760070.000000 Penalty: 5920.083984
	Iteration 53Q: 3 clusters Score -2.276007e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -22760124.000000 Penalty: 5920.083984
	Iteration 54Q: 3 clusters Score -2.276012e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -22760154.000000 Penalty: 5920.083984
	Iteration 55Q: 3 clusters Score -2.276015e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -22760182.000000 Penalty: 5920.083984
	Iteration 56Q: 3 clusters Score -2.276018e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -22760198.000000 Penalty: 5920.083984
	Iteration 57Q: 3 clusters Score -2.27602e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5920.083984
	Iteration 58Q: 3 clusters Score -2.276026e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 94590 members 
Entering Unmasked Estep 
Score: -22760282.000000 Penalty: 5920.083984
	Iteration 59Q: 3 clusters Score -2.276028e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -22760338.000000 Penalty: 5920.083984
	Iteration 60F: 3 clusters Score -2.276034e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -22760458.000000 Penalty: 5920.083984
	Iteration 61Q: 3 clusters Score -2.276046e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -22760630.000000 Penalty: 5920.083984
	Iteration 62Q: 3 clusters Score -2.276063e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -22760766.000000 Penalty: 5920.083984
	Iteration 63Q: 3 clusters Score -2.276077e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -22760806.000000 Penalty: 5920.083984
	Iteration 64Q: 3 clusters Score -2.276081e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -22760836.000000 Penalty: 5920.083984
	Iteration 65Q: 3 clusters Score -2.276084e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 101509 members 
Entering Unmasked Estep 
Score: -22760962.000000 Penalty: 5920.083984
	Iteration 66Q: 3 clusters Score -2.276096e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -22761072.000000 Penalty: 5920.083984
	Iteration 67Q: 3 clusters Score -2.276107e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -22761176.000000 Penalty: 5920.083984
	Iteration 68Q: 3 clusters Score -2.276118e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -22761456.000000 Penalty: 5920.083984
	Iteration 69Q: 3 clusters Score -2.276146e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -22761638.000000 Penalty: 5920.083984
	Iteration 70Q: 3 clusters Score -2.276164e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -22761912.000000 Penalty: 5920.083984
	Iteration 71Q: 3 clusters Score -2.276191e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 109452 members 
Entering Unmasked Estep 
Score: -22762068.000000 Penalty: 5920.083984
	Iteration 72Q: 3 clusters Score -2.276207e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -22762220.000000 Penalty: 5920.083984
	Iteration 73Q: 3 clusters Score -2.276222e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -22762438.000000 Penalty: 5920.083984
	Iteration 74Q: 3 clusters Score -2.276244e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -22762708.000000 Penalty: 5920.083984
	Iteration 75Q: 3 clusters Score -2.276271e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -22763060.000000 Penalty: 5920.083984
	Iteration 76Q: 3 clusters Score -2.276306e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 117237 members 
Entering Unmasked Estep 
Score: -22763424.000000 Penalty: 5920.083984
	Iteration 77Q: 3 clusters Score -2.276342e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 118840 members 
Entering Unmasked Estep 
Score: -22763812.000000 Penalty: 5920.083984
	Iteration 78Q: 3 clusters Score -2.276381e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -22764306.000000 Penalty: 5920.083984
	Iteration 79Q: 3 clusters Score -2.276431e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 122185 members 
Entering Unmasked Estep 
Score: -22764740.000000 Penalty: 5920.083984
	Iteration 80F: 3 clusters Score -2.276474e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -22765132.000000 Penalty: 5920.083984
	Iteration 81Q: 3 clusters Score -2.276513e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -22765492.000000 Penalty: 5920.083984
	Iteration 82Q: 3 clusters Score -2.276549e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -22765990.000000 Penalty: 5920.083984
	Iteration 83Q: 3 clusters Score -2.276599e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -22766506.000000 Penalty: 5920.083984
	Iteration 84Q: 3 clusters Score -2.276651e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 130605 members 
Entering Unmasked Estep 
Score: -22766912.000000 Penalty: 5920.083984
	Iteration 85Q: 3 clusters Score -2.276691e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 132217 members 
Entering Unmasked Estep 
Score: -22767446.000000 Penalty: 5920.083984
	Iteration 86Q: 3 clusters Score -2.276745e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -22767966.000000 Penalty: 5920.083984
	Iteration 87Q: 3 clusters Score -2.276797e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 135345 members 
Entering Unmasked Estep 
Score: -22768514.000000 Penalty: 5920.083984
	Iteration 88Q: 3 clusters Score -2.276851e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 136780 members 
Entering Unmasked Estep 
Score: -22768950.000000 Penalty: 5920.083984
	Iteration 89Q: 3 clusters Score -2.276895e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 138066 members 
Entering Unmasked Estep 
Score: -22769416.000000 Penalty: 5920.083984
	Iteration 90Q: 3 clusters Score -2.276942e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -22769708.000000 Penalty: 5920.083984
	Iteration 91Q: 3 clusters Score -2.276971e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 140204 members 
Entering Unmasked Estep 
Score: -22769988.000000 Penalty: 5920.083984
	Iteration 92Q: 3 clusters Score -2.276999e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -22770316.000000 Penalty: 5920.083984
	Iteration 93Q: 3 clusters Score -2.277032e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 142015 members 
Entering Unmasked Estep 
Score: -22770588.000000 Penalty: 5920.083984
	Iteration 94Q: 3 clusters Score -2.277059e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 142837 members 
Entering Unmasked Estep 
Score: -22770854.000000 Penalty: 5920.083984
	Iteration 95Q: 3 clusters Score -2.277085e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 143519 members 
Entering Unmasked Estep 
Score: -22771114.000000 Penalty: 5920.083984
	Iteration 96Q: 3 clusters Score -2.277111e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -22771160.000000 Penalty: 5920.083984
	Iteration 97Q: 3 clusters Score -2.277116e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -22771250.000000 Penalty: 5920.083984
	Iteration 98Q: 3 clusters Score -2.277125e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -22771364.000000 Penalty: 5920.083984
	Iteration 99Q: 3 clusters Score -2.277136e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -22771488.000000 Penalty: 5920.083984
	Iteration 100F: 3 clusters Score -2.277149e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 146044 members 
Entering Unmasked Estep 
Score: -22771498.000000 Penalty: 5920.083984
	Iteration 101Q: 3 clusters Score -2.27715e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 146449 members 
Entering Unmasked Estep 
Score: -22771592.000000 Penalty: 5920.083984
	Iteration 102Q: 3 clusters Score -2.277159e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 146830 members 
Entering Unmasked Estep 
Score: -22771760.000000 Penalty: 5920.083984
	Iteration 103Q: 3 clusters Score -2.277176e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 147192 members 
Entering Unmasked Estep 
Score: -22771810.000000 Penalty: 5920.083984
	Iteration 104Q: 3 clusters Score -2.277181e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -22771922.000000 Penalty: 5920.083984
	Iteration 105Q: 3 clusters Score -2.277192e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -22772074.000000 Penalty: 5920.083984
	Iteration 106Q: 3 clusters Score -2.277207e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -22772178.000000 Penalty: 5920.083984
	Iteration 107Q: 3 clusters Score -2.277218e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -22772260.000000 Penalty: 5920.083984
	Iteration 108Q: 3 clusters Score -2.277226e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 148495 members 
Entering Unmasked Estep 
Score: -22772260.000000 Penalty: 5920.083984
	Iteration 109Q: 3 clusters Score -2.277226e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 148681 members 
Entering Unmasked Estep 
Score: -22772268.000000 Penalty: 5920.083984
	Iteration 110Q: 3 clusters Score -2.277227e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -22772274.000000 Penalty: 5920.083984
	Iteration 111Q: 3 clusters Score -2.277227e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -22772332.000000 Penalty: 5920.083984
	Iteration 112Q: 3 clusters Score -2.277233e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -22772376.000000 Penalty: 5920.083984
	Iteration 113Q: 3 clusters Score -2.277238e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 149287 members 
Entering Unmasked Estep 
Score: -22772400.000000 Penalty: 5920.083984
	Iteration 114Q: 3 clusters Score -2.27724e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -22772432.000000 Penalty: 5920.083984
	Iteration 115Q: 3 clusters Score -2.277243e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -22772470.000000 Penalty: 5920.083984
	Iteration 116Q: 3 clusters Score -2.277247e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -22772544.000000 Penalty: 5920.083984
	Iteration 117Q: 3 clusters Score -2.277254e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 149794 members 
Entering Unmasked Estep 
Score: -22772662.000000 Penalty: 5920.083984
	Iteration 118Q: 3 clusters Score -2.277266e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 149904 members 
Entering Unmasked Estep 
Score: -22772778.000000 Penalty: 5920.083984
	Iteration 119Q: 3 clusters Score -2.277278e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 150003 members 
Entering Unmasked Estep 
Score: -22772924.000000 Penalty: 5920.083984
	Iteration 120F: 3 clusters Score -2.277292e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 150058 members 
Entering Unmasked Estep 
Score: -22773076.000000 Penalty: 5920.083984
	Iteration 121Q: 3 clusters Score -2.277308e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -22773146.000000 Penalty: 5920.083984
	Iteration 122Q: 3 clusters Score -2.277315e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 150138 members 
Entering Unmasked Estep 
Score: -22773184.000000 Penalty: 5920.083984
	Iteration 123Q: 3 clusters Score -2.277318e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 150139 members 
Entering Unmasked Estep 
Score: -22773250.000000 Penalty: 5920.083984
	Iteration 124Q: 3 clusters Score -2.277325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -22773228.000000 Penalty: 5920.083984
	Iteration 125Q: 3 clusters Score -2.277323e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -22773252.000000 Penalty: 5920.083984
	Iteration 126Q: 3 clusters Score -2.277325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -22773260.000000 Penalty: 5920.083984
	Iteration 127Q: 3 clusters Score -2.277326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -22773272.000000 Penalty: 5920.083984
	Iteration 128Q: 3 clusters Score -2.277327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -22773270.000000 Penalty: 5920.083984
	Iteration 129Q: 3 clusters Score -2.277327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -22773290.000000 Penalty: 5920.083984
	Iteration 130Q: 3 clusters Score -2.277329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -22773310.000000 Penalty: 5920.083984
	Iteration 131Q: 3 clusters Score -2.277331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 150114 members 
Entering Unmasked Estep 
Score: -22773310.000000 Penalty: 5920.083984
	Iteration 132Q: 3 clusters Score -2.277331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 150109 members 
Entering Unmasked Estep 
Score: -22773308.000000 Penalty: 5920.083984
	Iteration 133Q: 3 clusters Score -2.277331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -22773300.000000 Penalty: 5920.083984
	Iteration 134Q: 3 clusters Score -2.27733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 150099 members 
Entering Unmasked Estep 
Score: -22773300.000000 Penalty: 5920.083984
	Iteration 135Q: 3 clusters Score -2.27733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 150095 members 
Entering Unmasked Estep 
Score: -22773296.000000 Penalty: 5920.083984
	Iteration 136Q: 3 clusters Score -2.27733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -22773292.000000 Penalty: 5920.083984
	Iteration 137Q: 3 clusters Score -2.277329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 150087 members 
Entering Unmasked Estep 
Score: -22773304.000000 Penalty: 5920.083984
	Iteration 138Q: 3 clusters Score -2.27733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 150083 members 
Entering Unmasked Estep 
Score: -22773316.000000 Penalty: 5920.083984
	Iteration 139Q: 3 clusters Score -2.277332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 150081 members 
Entering Unmasked Estep 
Score: -22773300.000000 Penalty: 5920.083984
	Iteration 140F: 3 clusters Score -2.27733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 150081 members 
Entering Unmasked Estep 
Score: -22773310.000000 Penalty: 5920.083984
	Iteration 141Q: 3 clusters Score -2.277331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 150078 members 
Entering Unmasked Estep 
Score: -22773314.000000 Penalty: 5920.083984
	Iteration 142Q: 3 clusters Score -2.277331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -22773342.000000 Penalty: 5920.083984
	Iteration 143Q: 3 clusters Score -2.277334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -22773326.000000 Penalty: 5920.083984
	Iteration 144Q: 3 clusters Score -2.277333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -22773338.000000 Penalty: 5920.083984
	Iteration 145Q: 3 clusters Score -2.277334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -22773314.000000 Penalty: 5920.083984
	Iteration 146Q: 3 clusters Score -2.277331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 150063 members 
Entering Unmasked Estep 
Score: -22773304.000000 Penalty: 5920.083984
	Iteration 147Q: 3 clusters Score -2.27733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 150059 members 
Entering Unmasked Estep 
Score: -22773300.000000 Penalty: 5920.083984
	Iteration 148Q: 3 clusters Score -2.27733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 150057 members 
Entering Unmasked Estep 
Score: -22773282.000000 Penalty: 5920.083984
	Iteration 149Q: 3 clusters Score -2.277328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 150058 members 
Entering Unmasked Estep 
Score: -22773294.000000 Penalty: 5920.083984
	Iteration 150Q: 3 clusters Score -2.277329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 150057 members 
Entering Unmasked Estep 
Score: -22773302.000000 Penalty: 5920.083984
	Iteration 151Q: 3 clusters Score -2.27733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 150055 members 
Entering Unmasked Estep 
Score: -22773302.000000 Penalty: 5920.083984
	Iteration 152Q: 3 clusters Score -2.27733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -22773290.000000 Penalty: 5920.083984
	Iteration 153Q: 3 clusters Score -2.277329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 150052 members 
Entering Unmasked Estep 
Score: -22773284.000000 Penalty: 5920.083984
	Iteration 154Q: 3 clusters Score -2.277328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -22773286.000000 Penalty: 5920.083984
	Iteration 155Q: 3 clusters Score -2.277329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 150044 members 
Entering Unmasked Estep 
Score: -22773278.000000 Penalty: 5920.083984
	Iteration 156Q: 3 clusters Score -2.277328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 150041 members 
Entering Unmasked Estep 
Score: -22773264.000000 Penalty: 5920.083984
	Iteration 157Q: 3 clusters Score -2.277326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 150036 members 
Entering Unmasked Estep 
Score: -22773254.000000 Penalty: 5920.083984
	Iteration 158Q: 3 clusters Score -2.277325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 150033 members 
Entering Unmasked Estep 
Score: -22773270.000000 Penalty: 5920.083984
	Iteration 159Q: 3 clusters Score -2.277327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -22773264.000000 Penalty: 5920.083984
	Iteration 160F: 3 clusters Score -2.277326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -22773272.000000 Penalty: 5920.083984
	Iteration 161Q: 3 clusters Score -2.277327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -22773288.000000 Penalty: 5920.083984
	Iteration 162Q: 3 clusters Score -2.277329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -22773286.000000 Penalty: 5920.083984
	Iteration 163Q: 3 clusters Score -2.277329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 150023 members 
Entering Unmasked Estep 
Score: -22773284.000000 Penalty: 5920.083984
	Iteration 164Q: 3 clusters Score -2.277328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -22773284.000000 Penalty: 5920.083984
	Iteration 165Q: 3 clusters Score -2.277328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -22773284.000000 Penalty: 5920.083984
	Iteration 166F: 3 clusters Score -2.277328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1457507.125000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1457507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1449810.125000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1449810 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1452009.750000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1452010 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1452301.000000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1452301 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1452552.125000 Penalty: 4570.654785
	Iteration 3F: 3 clusters Score -1452552 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1452731.000000 Penalty: 4570.654785
	Iteration 4Q: 3 clusters Score -1452731 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1452874.500000 Penalty: 4570.654785
	Iteration 5Q: 3 clusters Score -1452874 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1453019.125000 Penalty: 4570.654785
	Iteration 6Q: 3 clusters Score -1453019 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1453149.875000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -1453150 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1453306.750000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -1453307 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1453492.000000 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -1453492 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1453667.375000 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -1453667 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1453846.375000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -1453846 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1454019.750000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1454020 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1454191.375000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1454191 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1454316.500000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1454316 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1454443.500000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1454444 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1454551.500000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1454552 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1454643.250000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1454643 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1454731.250000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1454731 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1454815.500000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1454816 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1454881.875000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1454882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1454935.750000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1454936 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1454981.000000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1454981 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1455015.375000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1455015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1455032.375000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1455032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1455047.250000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1455047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1455068.000000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1455068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1455076.625000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1455077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1455087.500000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -1455088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1455100.875000 Penalty: 4570.654785
	Iteration 29Q: 3 clusters Score -1455101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1455105.000000 Penalty: 4570.654785
	Iteration 30Q: 3 clusters Score -1455105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1455109.000000 Penalty: 4570.654785
	Iteration 31Q: 3 clusters Score -1455109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1455117.625000 Penalty: 4570.654785
	Iteration 32Q: 3 clusters Score -1455118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1455121.125000 Penalty: 4570.654785
	Iteration 33Q: 3 clusters Score -1455121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1455130.125000 Penalty: 4570.654785
	Iteration 34Q: 3 clusters Score -1455130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1455134.125000 Penalty: 4570.654785
	Iteration 35Q: 3 clusters Score -1455134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1455142.625000 Penalty: 4570.654785
	Iteration 36Q: 3 clusters Score -1455143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1455143.875000 Penalty: 4570.654785
	Iteration 37Q: 3 clusters Score -1455144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1455147.500000 Penalty: 4570.654785
	Iteration 38Q: 3 clusters Score -1455148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1455148.375000 Penalty: 4570.654785
	Iteration 39Q: 3 clusters Score -1455148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1455151.625000 Penalty: 4570.654785
	Iteration 40F: 3 clusters Score -1455152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1455150.375000 Penalty: 4570.654785
	Iteration 41Q: 3 clusters Score -1455150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1455151.250000 Penalty: 4570.654785
	Iteration 42Q: 3 clusters Score -1455151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1455155.375000 Penalty: 4570.654785
	Iteration 43Q: 3 clusters Score -1455155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1455156.250000 Penalty: 4570.654785
	Iteration 44Q: 3 clusters Score -1455156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1455156.000000 Penalty: 4570.654785
	Iteration 45Q: 3 clusters Score -1455156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1455158.500000 Penalty: 4570.654785
	Iteration 46Q: 3 clusters Score -1455158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1455161.875000 Penalty: 4570.654785
	Iteration 47Q: 3 clusters Score -1455162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1455163.125000 Penalty: 4570.654785
	Iteration 48Q: 3 clusters Score -1455163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1455164.750000 Penalty: 4570.654785
	Iteration 49Q: 3 clusters Score -1455165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1455166.875000 Penalty: 4570.654785
	Iteration 50Q: 3 clusters Score -1455167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1455164.250000 Penalty: 4570.654785
	Iteration 51Q: 3 clusters Score -1455164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1455167.875000 Penalty: 4570.654785
	Iteration 52Q: 3 clusters Score -1455168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1455168.875000 Penalty: 4570.654785
	Iteration 53Q: 3 clusters Score -1455169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1455173.250000 Penalty: 4570.654785
	Iteration 54Q: 3 clusters Score -1455173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1455171.375000 Penalty: 4570.654785
	Iteration 55Q: 3 clusters Score -1455171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1455173.500000 Penalty: 4570.654785
	Iteration 56Q: 3 clusters Score -1455174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1455178.875000 Penalty: 4570.654785
	Iteration 57Q: 3 clusters Score -1455179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1455177.125000 Penalty: 4570.654785
	Iteration 58Q: 3 clusters Score -1455177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1455177.125000 Penalty: 4570.654785
	Iteration 59F: 3 clusters Score -1455177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Entering Unmasked Estep 
Score: -1019551.062500 Penalty: 2194.857422
	Iteration 0F: 2 clusters Score -1019551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1013794.687500 Penalty: 4389.714844
	Iteration 0F: 3 clusters Score -1013795 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1015251.812500 Penalty: 4389.714844
	Iteration 1F: 3 clusters Score -1015252 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1015491.750000 Penalty: 4389.714844
	Iteration 2F: 3 clusters Score -1015492 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1015678.812500 Penalty: 4389.714844
	Iteration 3Q: 3 clusters Score -1015679 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1015846.812500 Penalty: 4389.714844
	Iteration 4Q: 3 clusters Score -1015847 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1016036.937500 Penalty: 4389.714844
	Iteration 5Q: 3 clusters Score -1016037 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1016219.187500 Penalty: 4389.714844
	Iteration 6Q: 3 clusters Score -1016219 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1016376.750000 Penalty: 4389.714844
	Iteration 7Q: 3 clusters Score -1016377 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1016535.625000 Penalty: 4389.714844
	Iteration 8Q: 3 clusters Score -1016536 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1016701.187500 Penalty: 4389.714844
	Iteration 9Q: 3 clusters Score -1016701 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1016851.187500 Penalty: 4389.714844
	Iteration 10Q: 3 clusters Score -1016851 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1016989.812500 Penalty: 4389.714844
	Iteration 11Q: 3 clusters Score -1016990 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1017120.125000 Penalty: 4389.714844
	Iteration 12Q: 3 clusters Score -1017120 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1017217.125000 Penalty: 4389.714844
	Iteration 13Q: 3 clusters Score -1017217 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1017298.625000 Penalty: 4389.714844
	Iteration 14Q: 3 clusters Score -1017299 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1017385.875000 Penalty: 4389.714844
	Iteration 15Q: 3 clusters Score -1017386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1017443.000000 Penalty: 4389.714844
	Iteration 16Q: 3 clusters Score -1017443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1017505.625000 Penalty: 4389.714844
	Iteration 17Q: 3 clusters Score -1017506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1017558.812500 Penalty: 4389.714844
	Iteration 18Q: 3 clusters Score -1017559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1017604.750000 Penalty: 4389.714844
	Iteration 19Q: 3 clusters Score -1017605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1017648.125000 Penalty: 4389.714844
	Iteration 20F: 3 clusters Score -1017648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1017686.000000 Penalty: 4389.714844
	Iteration 21Q: 3 clusters Score -1017686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1017719.562500 Penalty: 4389.714844
	Iteration 22Q: 3 clusters Score -1017720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1017751.187500 Penalty: 4389.714844
	Iteration 23Q: 3 clusters Score -1017751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1017768.875000 Penalty: 4389.714844
	Iteration 24Q: 3 clusters Score -1017769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1017785.812500 Penalty: 4389.714844
	Iteration 25Q: 3 clusters Score -1017786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1017807.562500 Penalty: 4389.714844
	Iteration 26Q: 3 clusters Score -1017808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1017826.625000 Penalty: 4389.714844
	Iteration 27Q: 3 clusters Score -1017827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1017844.500000 Penalty: 4389.714844
	Iteration 28Q: 3 clusters Score -1017844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1017858.000000 Penalty: 4389.714844
	Iteration 29Q: 3 clusters Score -1017858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1017866.625000 Penalty: 4389.714844
	Iteration 30Q: 3 clusters Score -1017867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1017872.062500 Penalty: 4389.714844
	Iteration 31Q: 3 clusters Score -1017872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1017878.375000 Penalty: 4389.714844
	Iteration 32Q: 3 clusters Score -1017878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1017880.687500 Penalty: 4389.714844
	Iteration 33Q: 3 clusters Score -1017881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1017883.812500 Penalty: 4389.714844
	Iteration 34Q: 3 clusters Score -1017884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1017883.500000 Penalty: 4389.714844
	Iteration 35Q: 3 clusters Score -1017884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1017883.812500 Penalty: 4389.714844
	Iteration 36Q: 3 clusters Score -1017884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1017885.375000 Penalty: 4389.714844
	Iteration 37Q: 3 clusters Score -1017885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1017885.187500 Penalty: 4389.714844
	Iteration 38Q: 3 clusters Score -1017885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1017885.562500 Penalty: 4389.714844
	Iteration 39Q: 3 clusters Score -1017886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1017887.250000 Penalty: 4389.714844
	Iteration 40F: 3 clusters Score -1017887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1017888.312500 Penalty: 4389.714844
	Iteration 41Q: 3 clusters Score -1017888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1017892.750000 Penalty: 4389.714844
	Iteration 42Q: 3 clusters Score -1017893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1017894.937500 Penalty: 4389.714844
	Iteration 43Q: 3 clusters Score -1017895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1017899.937500 Penalty: 4389.714844
	Iteration 44Q: 3 clusters Score -1017900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1017898.062500 Penalty: 4389.714844
	Iteration 45Q: 3 clusters Score -1017898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1017900.625000 Penalty: 4389.714844
	Iteration 46Q: 3 clusters Score -1017901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1017902.250000 Penalty: 4389.714844
	Iteration 47Q: 3 clusters Score -1017902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1017901.375000 Penalty: 4389.714844
	Iteration 48Q: 3 clusters Score -1017901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1017901.875000 Penalty: 4389.714844
	Iteration 49Q: 3 clusters Score -1017902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1017901.875000 Penalty: 4389.714844
	Iteration 50F: 3 clusters Score -1017902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Entering Unmasked Estep 
Score: -9135143.000000 Penalty: 2735.710693
	Iteration 0F: 2 clusters Score -9135143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -9093498.000000 Penalty: 5471.421387
	Iteration 0F: 3 clusters Score -9093498 nChanged 28762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -9109881.000000 Penalty: 5471.421387
	Iteration 1F: 3 clusters Score -9109881 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -9110647.000000 Penalty: 5471.421387
	Iteration 2Q: 3 clusters Score -9110647 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -9111630.000000 Penalty: 5471.421387
	Iteration 3Q: 3 clusters Score -9111630 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -9112986.000000 Penalty: 5471.421387
	Iteration 4Q: 3 clusters Score -9112986 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -9114704.000000 Penalty: 5471.421387
	Iteration 5F: 3 clusters Score -9114704 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -9117009.000000 Penalty: 5471.421387
	Iteration 6F: 3 clusters Score -9117009 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -9119718.000000 Penalty: 5471.421387
	Iteration 7F: 3 clusters Score -9119718 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -9122854.000000 Penalty: 5471.421387
	Iteration 8F: 3 clusters Score -9122854 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -9125868.000000 Penalty: 5471.421387
	Iteration 9F: 3 clusters Score -9125868 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -9128260.000000 Penalty: 5471.421387
	Iteration 10F: 3 clusters Score -9128260 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -9130070.000000 Penalty: 5471.421387
	Iteration 11Q: 3 clusters Score -9130070 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -9131243.000000 Penalty: 5471.421387
	Iteration 12Q: 3 clusters Score -9131243 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -9131960.000000 Penalty: 5471.421387
	Iteration 13Q: 3 clusters Score -9131960 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -9132336.000000 Penalty: 5471.421387
	Iteration 14Q: 3 clusters Score -9132336 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -9132505.000000 Penalty: 5471.421387
	Iteration 15Q: 3 clusters Score -9132505 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -9132622.000000 Penalty: 5471.421387
	Iteration 16Q: 3 clusters Score -9132622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -9132693.000000 Penalty: 5471.421387
	Iteration 17Q: 3 clusters Score -9132693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -9132737.000000 Penalty: 5471.421387
	Iteration 18Q: 3 clusters Score -9132737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -9132753.000000 Penalty: 5471.421387
	Iteration 19Q: 3 clusters Score -9132753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -9132766.000000 Penalty: 5471.421387
	Iteration 20F: 3 clusters Score -9132766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -9132786.000000 Penalty: 5471.421387
	Iteration 21Q: 3 clusters Score -9132786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -9132789.000000 Penalty: 5471.421387
	Iteration 22Q: 3 clusters Score -9132789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -9132783.000000 Penalty: 5471.421387
	Iteration 23Q: 3 clusters Score -9132783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -9132776.000000 Penalty: 5471.421387
	Iteration 24Q: 3 clusters Score -9132776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -9132790.000000 Penalty: 5471.421387
	Iteration 25Q: 3 clusters Score -9132790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -9132793.000000 Penalty: 5471.421387
	Iteration 26Q: 3 clusters Score -9132793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -9132799.000000 Penalty: 5471.421387
	Iteration 27Q: 3 clusters Score -9132799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -9132804.000000 Penalty: 5471.421387
	Iteration 28Q: 3 clusters Score -9132804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -9132806.000000 Penalty: 5471.421387
	Iteration 29Q: 3 clusters Score -9132806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -9132805.000000 Penalty: 5471.421387
	Iteration 30Q: 3 clusters Score -9132805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -9132810.000000 Penalty: 5471.421387
	Iteration 31Q: 3 clusters Score -9132810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -9132811.000000 Penalty: 5471.421387
	Iteration 32Q: 3 clusters Score -9132811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -9132813.000000 Penalty: 5471.421387
	Iteration 33Q: 3 clusters Score -9132813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -9132811.000000 Penalty: 5471.421387
	Iteration 34Q: 3 clusters Score -9132811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -9132809.000000 Penalty: 5471.421387
	Iteration 35Q: 3 clusters Score -9132809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -9132813.000000 Penalty: 5471.421387
	Iteration 36Q: 3 clusters Score -9132813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -9132813.000000 Penalty: 5471.421387
	Iteration 37F: 3 clusters Score -9132813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -137615.750000 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -137615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -135777.593750 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -135777.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136093.281250 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -136093.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136197.656250 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -136197.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136255.703125 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -136255.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136305.546875 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -136305.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136332.203125 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -136332.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136347.125000 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -136347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136356.968750 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -136357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136363.968750 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -136364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136370.046875 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -136370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136376.109375 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -136376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136378.656250 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -136378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136380.046875 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -136380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136381.125000 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -136381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136381.125000 Penalty: 3411.649902
	Iteration 14F: 3 clusters Score -136381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -892421.562500 Penalty: 2175.722656
	Iteration 0F: 2 clusters Score -892421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -887045.375000 Penalty: 4351.445312
	Iteration 0F: 3 clusters Score -887045.4 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -888493.687500 Penalty: 4351.445312
	Iteration 1F: 3 clusters Score -888493.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -888827.750000 Penalty: 4351.445312
	Iteration 2F: 3 clusters Score -888827.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -889087.375000 Penalty: 4351.445312
	Iteration 3F: 3 clusters Score -889087.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -889376.562500 Penalty: 4351.445312
	Iteration 4F: 3 clusters Score -889376.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -889644.750000 Penalty: 4351.445312
	Iteration 5F: 3 clusters Score -889644.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -889938.187500 Penalty: 4351.445312
	Iteration 6F: 3 clusters Score -889938.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -890186.250000 Penalty: 4351.445312
	Iteration 7Q: 3 clusters Score -890186.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -890386.437500 Penalty: 4351.445312
	Iteration 8Q: 3 clusters Score -890386.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -890537.875000 Penalty: 4351.445312
	Iteration 9Q: 3 clusters Score -890537.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -890646.750000 Penalty: 4351.445312
	Iteration 10Q: 3 clusters Score -890646.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -890723.062500 Penalty: 4351.445312
	Iteration 11Q: 3 clusters Score -890723.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -890772.062500 Penalty: 4351.445312
	Iteration 12Q: 3 clusters Score -890772.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -890822.437500 Penalty: 4351.445312
	Iteration 13Q: 3 clusters Score -890822.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -890868.437500 Penalty: 4351.445312
	Iteration 14Q: 3 clusters Score -890868.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -890916.187500 Penalty: 4351.445312
	Iteration 15Q: 3 clusters Score -890916.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -890948.000000 Penalty: 4351.445312
	Iteration 16Q: 3 clusters Score -890948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -890973.250000 Penalty: 4351.445312
	Iteration 17Q: 3 clusters Score -890973.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -890994.312500 Penalty: 4351.445312
	Iteration 18Q: 3 clusters Score -890994.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -891009.937500 Penalty: 4351.445312
	Iteration 19Q: 3 clusters Score -891009.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -891027.312500 Penalty: 4351.445312
	Iteration 20F: 3 clusters Score -891027.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -891046.062500 Penalty: 4351.445312
	Iteration 21Q: 3 clusters Score -891046.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -891064.000000 Penalty: 4351.445312
	Iteration 22Q: 3 clusters Score -891064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -891078.500000 Penalty: 4351.445312
	Iteration 23Q: 3 clusters Score -891078.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -891086.437500 Penalty: 4351.445312
	Iteration 24Q: 3 clusters Score -891086.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -891096.187500 Penalty: 4351.445312
	Iteration 25Q: 3 clusters Score -891096.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -891103.750000 Penalty: 4351.445312
	Iteration 26Q: 3 clusters Score -891103.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -891116.250000 Penalty: 4351.445312
	Iteration 27Q: 3 clusters Score -891116.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -891126.437500 Penalty: 4351.445312
	Iteration 28Q: 3 clusters Score -891126.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -891130.312500 Penalty: 4351.445312
	Iteration 29Q: 3 clusters Score -891130.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -891135.625000 Penalty: 4351.445312
	Iteration 30Q: 3 clusters Score -891135.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -891142.000000 Penalty: 4351.445312
	Iteration 31Q: 3 clusters Score -891142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -891144.625000 Penalty: 4351.445312
	Iteration 32Q: 3 clusters Score -891144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -891146.937500 Penalty: 4351.445312
	Iteration 33Q: 3 clusters Score -891146.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -891152.000000 Penalty: 4351.445312
	Iteration 34Q: 3 clusters Score -891152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -891157.312500 Penalty: 4351.445312
	Iteration 35Q: 3 clusters Score -891157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -891163.062500 Penalty: 4351.445312
	Iteration 36Q: 3 clusters Score -891163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -891163.312500 Penalty: 4351.445312
	Iteration 37Q: 3 clusters Score -891163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -891165.062500 Penalty: 4351.445312
	Iteration 38Q: 3 clusters Score -891165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -891164.250000 Penalty: 4351.445312
	Iteration 39Q: 3 clusters Score -891164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -891164.250000 Penalty: 4351.445312
	Iteration 40F: 3 clusters Score -891164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Entering Unmasked Estep 
Score: -3416608.250000 Penalty: 2511.652344
	Iteration 0F: 2 clusters Score -3416608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3399277.500000 Penalty: 5023.304688
	Iteration 0F: 3 clusters Score -3399278 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3405430.000000 Penalty: 5023.304688
	Iteration 1F: 3 clusters Score -3405430 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3406061.500000 Penalty: 5023.304688
	Iteration 2F: 3 clusters Score -3406062 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3406807.750000 Penalty: 5023.304688
	Iteration 3F: 3 clusters Score -3406808 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3407591.500000 Penalty: 5023.304688
	Iteration 4F: 3 clusters Score -3407592 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3408419.250000 Penalty: 5023.304688
	Iteration 5F: 3 clusters Score -3408419 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3409360.500000 Penalty: 5023.304688
	Iteration 6F: 3 clusters Score -3409360 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3410358.250000 Penalty: 5023.304688
	Iteration 7F: 3 clusters Score -3410358 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3411382.250000 Penalty: 5023.304688
	Iteration 8F: 3 clusters Score -3411382 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3412320.000000 Penalty: 5023.304688
	Iteration 9Q: 3 clusters Score -3412320 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3413083.500000 Penalty: 5023.304688
	Iteration 10Q: 3 clusters Score -3413084 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3413576.000000 Penalty: 5023.304688
	Iteration 11Q: 3 clusters Score -3413576 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3413918.250000 Penalty: 5023.304688
	Iteration 12Q: 3 clusters Score -3413918 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3414233.750000 Penalty: 5023.304688
	Iteration 13Q: 3 clusters Score -3414234 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3414464.750000 Penalty: 5023.304688
	Iteration 14Q: 3 clusters Score -3414465 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3414642.500000 Penalty: 5023.304688
	Iteration 15Q: 3 clusters Score -3414642 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3414758.500000 Penalty: 5023.304688
	Iteration 16Q: 3 clusters Score -3414758 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3414836.750000 Penalty: 5023.304688
	Iteration 17Q: 3 clusters Score -3414837 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3414902.250000 Penalty: 5023.304688
	Iteration 18Q: 3 clusters Score -3414902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3414954.250000 Penalty: 5023.304688
	Iteration 19Q: 3 clusters Score -3414954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3414985.500000 Penalty: 5023.304688
	Iteration 20F: 3 clusters Score -3414986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3415021.250000 Penalty: 5023.304688
	Iteration 21Q: 3 clusters Score -3415021 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3415015.000000 Penalty: 5023.304688
	Iteration 22Q: 3 clusters Score -3415015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3415034.000000 Penalty: 5023.304688
	Iteration 23Q: 3 clusters Score -3415034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3415040.250000 Penalty: 5023.304688
	Iteration 24Q: 3 clusters Score -3415040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3415049.750000 Penalty: 5023.304688
	Iteration 25Q: 3 clusters Score -3415050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3415056.750000 Penalty: 5023.304688
	Iteration 26Q: 3 clusters Score -3415057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3415061.000000 Penalty: 5023.304688
	Iteration 27Q: 3 clusters Score -3415061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3415062.000000 Penalty: 5023.304688
	Iteration 28Q: 3 clusters Score -3415062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3415069.000000 Penalty: 5023.304688
	Iteration 29Q: 3 clusters Score -3415069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3415067.500000 Penalty: 5023.304688
	Iteration 30Q: 3 clusters Score -3415068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3415069.000000 Penalty: 5023.304688
	Iteration 31Q: 3 clusters Score -3415069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3415069.000000 Penalty: 5023.304688
	Iteration 32Q: 3 clusters Score -3415069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3415069.250000 Penalty: 5023.304688
	Iteration 33Q: 3 clusters Score -3415069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3415068.000000 Penalty: 5023.304688
	Iteration 34Q: 3 clusters Score -3415068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3415069.500000 Penalty: 5023.304688
	Iteration 35Q: 3 clusters Score -3415070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3415073.000000 Penalty: 5023.304688
	Iteration 36Q: 3 clusters Score -3415073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3415069.000000 Penalty: 5023.304688
	Iteration 37Q: 3 clusters Score -3415069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3415069.000000 Penalty: 5023.304688
	Iteration 38F: 3 clusters Score -3415069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -181066.171875 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -181066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178935.000000 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -178935 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179445.765625 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -179445.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -179678.156250 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -179678.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179803.062500 Penalty: 3570.669922
	Iteration 3F: 3 clusters Score -179803.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -179899.312500 Penalty: 3570.669922
	Iteration 4Q: 3 clusters Score -179899.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -179987.468750 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -179987.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -180063.703125 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -180063.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -180106.843750 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -180106.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -180145.187500 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -180145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -180187.406250 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -180187.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -180226.234375 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -180226.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -180283.609375 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -180283.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -180336.156250 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -180336.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -180375.906250 Penalty: 3570.669922
	Iteration 13Q: 3 clusters Score -180375.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -180404.984375 Penalty: 3570.669922
	Iteration 14Q: 3 clusters Score -180405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -180425.609375 Penalty: 3570.669922
	Iteration 15Q: 3 clusters Score -180425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -180432.843750 Penalty: 3570.669922
	Iteration 16Q: 3 clusters Score -180432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -180436.687500 Penalty: 3570.669922
	Iteration 17Q: 3 clusters Score -180436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -180443.062500 Penalty: 3570.669922
	Iteration 18Q: 3 clusters Score -180443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -180446.562500 Penalty: 3570.669922
	Iteration 19Q: 3 clusters Score -180446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -180450.546875 Penalty: 3570.669922
	Iteration 20F: 3 clusters Score -180450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Entering Unmasked Estep 
Score: -1632704.750000 Penalty: 2302.975098
	Iteration 0F: 2 clusters Score -1632705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1624552.500000 Penalty: 4605.950195
	Iteration 0F: 3 clusters Score -1624552 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1626943.500000 Penalty: 4605.950195
	Iteration 1F: 3 clusters Score -1626944 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1627219.250000 Penalty: 4605.950195
	Iteration 2F: 3 clusters Score -1627219 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1627392.125000 Penalty: 4605.950195
	Iteration 3Q: 3 clusters Score -1627392 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1627523.750000 Penalty: 4605.950195
	Iteration 4Q: 3 clusters Score -1627524 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1627625.500000 Penalty: 4605.950195
	Iteration 5Q: 3 clusters Score -1627626 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1627696.500000 Penalty: 4605.950195
	Iteration 6Q: 3 clusters Score -1627696 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1627765.625000 Penalty: 4605.950195
	Iteration 7Q: 3 clusters Score -1627766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1627810.250000 Penalty: 4605.950195
	Iteration 8Q: 3 clusters Score -1627810 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1627858.875000 Penalty: 4605.950195
	Iteration 9Q: 3 clusters Score -1627859 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1627896.500000 Penalty: 4605.950195
	Iteration 10Q: 3 clusters Score -1627896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1627931.750000 Penalty: 4605.950195
	Iteration 11Q: 3 clusters Score -1627932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1627971.375000 Penalty: 4605.950195
	Iteration 12Q: 3 clusters Score -1627971 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1628005.625000 Penalty: 4605.950195
	Iteration 13Q: 3 clusters Score -1628006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1628050.500000 Penalty: 4605.950195
	Iteration 14Q: 3 clusters Score -1628050 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1628112.625000 Penalty: 4605.950195
	Iteration 15Q: 3 clusters Score -1628113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1628188.125000 Penalty: 4605.950195
	Iteration 16Q: 3 clusters Score -1628188 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1628274.125000 Penalty: 4605.950195
	Iteration 17Q: 3 clusters Score -1628274 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1628376.375000 Penalty: 4605.950195
	Iteration 18Q: 3 clusters Score -1628376 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1628507.625000 Penalty: 4605.950195
	Iteration 19Q: 3 clusters Score -1628508 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1628674.625000 Penalty: 4605.950195
	Iteration 20F: 3 clusters Score -1628675 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1628882.750000 Penalty: 4605.950195
	Iteration 21Q: 3 clusters Score -1628883 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1629094.625000 Penalty: 4605.950195
	Iteration 22Q: 3 clusters Score -1629095 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1629344.500000 Penalty: 4605.950195
	Iteration 23Q: 3 clusters Score -1629344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1629613.500000 Penalty: 4605.950195
	Iteration 24Q: 3 clusters Score -1629614 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1629827.625000 Penalty: 4605.950195
	Iteration 25Q: 3 clusters Score -1629828 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1630024.625000 Penalty: 4605.950195
	Iteration 26Q: 3 clusters Score -1630025 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1630159.125000 Penalty: 4605.950195
	Iteration 27Q: 3 clusters Score -1630159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1630268.625000 Penalty: 4605.950195
	Iteration 28Q: 3 clusters Score -1630269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1630354.750000 Penalty: 4605.950195
	Iteration 29Q: 3 clusters Score -1630355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1630425.375000 Penalty: 4605.950195
	Iteration 30Q: 3 clusters Score -1630425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1630485.250000 Penalty: 4605.950195
	Iteration 31Q: 3 clusters Score -1630485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1630538.125000 Penalty: 4605.950195
	Iteration 32Q: 3 clusters Score -1630538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1630585.625000 Penalty: 4605.950195
	Iteration 33Q: 3 clusters Score -1630586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1630623.500000 Penalty: 4605.950195
	Iteration 34Q: 3 clusters Score -1630624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1630655.500000 Penalty: 4605.950195
	Iteration 35Q: 3 clusters Score -1630656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1630675.375000 Penalty: 4605.950195
	Iteration 36Q: 3 clusters Score -1630675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1630681.625000 Penalty: 4605.950195
	Iteration 37Q: 3 clusters Score -1630682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1630687.125000 Penalty: 4605.950195
	Iteration 38Q: 3 clusters Score -1630687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1630690.500000 Penalty: 4605.950195
	Iteration 39Q: 3 clusters Score -1630690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1630692.875000 Penalty: 4605.950195
	Iteration 40F: 3 clusters Score -1630693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1630698.000000 Penalty: 4605.950195
	Iteration 41Q: 3 clusters Score -1630698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1630701.125000 Penalty: 4605.950195
	Iteration 42Q: 3 clusters Score -1630701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1630706.375000 Penalty: 4605.950195
	Iteration 43Q: 3 clusters Score -1630706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1630705.125000 Penalty: 4605.950195
	Iteration 44Q: 3 clusters Score -1630705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1630705.125000 Penalty: 4605.950195
	Iteration 45F: 3 clusters Score -1630705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Entering Unmasked Estep 
Score: -5009600.000000 Penalty: 2587.164062
	Iteration 0F: 2 clusters Score -5009600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4986328.000000 Penalty: 5174.328125
	Iteration 0F: 3 clusters Score -4986328 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4994804.000000 Penalty: 5174.328125
	Iteration 1F: 3 clusters Score -4994804 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4995218.000000 Penalty: 5174.328125
	Iteration 2Q: 3 clusters Score -4995218 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4995698.500000 Penalty: 5174.328125
	Iteration 3Q: 3 clusters Score -4995698 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -4996243.000000 Penalty: 5174.328125
	Iteration 4Q: 3 clusters Score -4996243 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4997074.000000 Penalty: 5174.328125
	Iteration 5Q: 3 clusters Score -4997074 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4998289.500000 Penalty: 5174.328125
	Iteration 6F: 3 clusters Score -4998290 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5000073.000000 Penalty: 5174.328125
	Iteration 7F: 3 clusters Score -5000073 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5002354.000000 Penalty: 5174.328125
	Iteration 8F: 3 clusters Score -5002354 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -5004595.000000 Penalty: 5174.328125
	Iteration 9F: 3 clusters Score -5004595 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -5006089.000000 Penalty: 5174.328125
	Iteration 10Q: 3 clusters Score -5006089 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -5006727.000000 Penalty: 5174.328125
	Iteration 11Q: 3 clusters Score -5006727 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -5007035.500000 Penalty: 5174.328125
	Iteration 12Q: 3 clusters Score -5007036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -5007160.000000 Penalty: 5174.328125
	Iteration 13Q: 3 clusters Score -5007160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5007236.000000 Penalty: 5174.328125
	Iteration 14Q: 3 clusters Score -5007236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5007270.500000 Penalty: 5174.328125
	Iteration 15Q: 3 clusters Score -5007270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5007292.500000 Penalty: 5174.328125
	Iteration 16Q: 3 clusters Score -5007292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5007295.500000 Penalty: 5174.328125
	Iteration 17Q: 3 clusters Score -5007296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5007303.000000 Penalty: 5174.328125
	Iteration 18Q: 3 clusters Score -5007303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5007302.000000 Penalty: 5174.328125
	Iteration 19Q: 3 clusters Score -5007302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5007304.500000 Penalty: 5174.328125
	Iteration 20F: 3 clusters Score -5007304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5007305.000000 Penalty: 5174.328125
	Iteration 21Q: 3 clusters Score -5007305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5007305.000000 Penalty: 5174.328125
	Iteration 22F: 3 clusters Score -5007305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -1946434.875000 Penalty: 2360.274658
	Iteration 0F: 2 clusters Score -1946435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1936473.375000 Penalty: 4720.549316
	Iteration 0F: 3 clusters Score -1936473 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1939605.250000 Penalty: 4720.549316
	Iteration 1F: 3 clusters Score -1939605 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1940108.000000 Penalty: 4720.549316
	Iteration 2F: 3 clusters Score -1940108 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1940620.125000 Penalty: 4720.549316
	Iteration 3F: 3 clusters Score -1940620 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1941242.125000 Penalty: 4720.549316
	Iteration 4F: 3 clusters Score -1941242 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1942137.500000 Penalty: 4720.549316
	Iteration 5F: 3 clusters Score -1942138 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1943114.750000 Penalty: 4720.549316
	Iteration 6F: 3 clusters Score -1943115 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1943959.125000 Penalty: 4720.549316
	Iteration 7F: 3 clusters Score -1943959 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1944563.000000 Penalty: 4720.549316
	Iteration 8F: 3 clusters Score -1944563 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1944913.500000 Penalty: 4720.549316
	Iteration 9Q: 3 clusters Score -1944914 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1945105.750000 Penalty: 4720.549316
	Iteration 10Q: 3 clusters Score -1945106 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1945216.125000 Penalty: 4720.549316
	Iteration 11Q: 3 clusters Score -1945216 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1945276.000000 Penalty: 4720.549316
	Iteration 12Q: 3 clusters Score -1945276 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1945311.250000 Penalty: 4720.549316
	Iteration 13Q: 3 clusters Score -1945311 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1945338.875000 Penalty: 4720.549316
	Iteration 14Q: 3 clusters Score -1945339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1945364.375000 Penalty: 4720.549316
	Iteration 15Q: 3 clusters Score -1945364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1945387.000000 Penalty: 4720.549316
	Iteration 16Q: 3 clusters Score -1945387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1945399.250000 Penalty: 4720.549316
	Iteration 17Q: 3 clusters Score -1945399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1945410.250000 Penalty: 4720.549316
	Iteration 18Q: 3 clusters Score -1945410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1945423.875000 Penalty: 4720.549316
	Iteration 19Q: 3 clusters Score -1945424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1945439.625000 Penalty: 4720.549316
	Iteration 20F: 3 clusters Score -1945440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1945469.000000 Penalty: 4720.549316
	Iteration 21Q: 3 clusters Score -1945469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1945492.125000 Penalty: 4720.549316
	Iteration 22Q: 3 clusters Score -1945492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1945506.750000 Penalty: 4720.549316
	Iteration 23Q: 3 clusters Score -1945507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1945524.750000 Penalty: 4720.549316
	Iteration 24Q: 3 clusters Score -1945525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1945531.875000 Penalty: 4720.549316
	Iteration 25Q: 3 clusters Score -1945532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1945548.625000 Penalty: 4720.549316
	Iteration 26Q: 3 clusters Score -1945549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1945563.125000 Penalty: 4720.549316
	Iteration 27Q: 3 clusters Score -1945563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1945585.625000 Penalty: 4720.549316
	Iteration 28Q: 3 clusters Score -1945586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1945603.750000 Penalty: 4720.549316
	Iteration 29Q: 3 clusters Score -1945604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1945620.500000 Penalty: 4720.549316
	Iteration 30Q: 3 clusters Score -1945620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1945636.500000 Penalty: 4720.549316
	Iteration 31Q: 3 clusters Score -1945636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1945656.000000 Penalty: 4720.549316
	Iteration 32Q: 3 clusters Score -1945656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1945683.375000 Penalty: 4720.549316
	Iteration 33Q: 3 clusters Score -1945683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1945691.750000 Penalty: 4720.549316
	Iteration 34Q: 3 clusters Score -1945692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1945708.000000 Penalty: 4720.549316
	Iteration 35Q: 3 clusters Score -1945708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1945722.125000 Penalty: 4720.549316
	Iteration 36Q: 3 clusters Score -1945722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1945743.375000 Penalty: 4720.549316
	Iteration 37Q: 3 clusters Score -1945743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1945765.125000 Penalty: 4720.549316
	Iteration 38Q: 3 clusters Score -1945765 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1945798.000000 Penalty: 4720.549316
	Iteration 39Q: 3 clusters Score -1945798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1945824.375000 Penalty: 4720.549316
	Iteration 40F: 3 clusters Score -1945824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1945857.250000 Penalty: 4720.549316
	Iteration 41Q: 3 clusters Score -1945857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1945888.875000 Penalty: 4720.549316
	Iteration 42Q: 3 clusters Score -1945889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1945907.750000 Penalty: 4720.549316
	Iteration 43Q: 3 clusters Score -1945908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1945927.500000 Penalty: 4720.549316
	Iteration 44Q: 3 clusters Score -1945928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1945958.750000 Penalty: 4720.549316
	Iteration 45Q: 3 clusters Score -1945959 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1945986.000000 Penalty: 4720.549316
	Iteration 46Q: 3 clusters Score -1945986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1946014.000000 Penalty: 4720.549316
	Iteration 47Q: 3 clusters Score -1946014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1946038.750000 Penalty: 4720.549316
	Iteration 48Q: 3 clusters Score -1946039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1946056.500000 Penalty: 4720.549316
	Iteration 49Q: 3 clusters Score -1946056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1946075.125000 Penalty: 4720.549316
	Iteration 50Q: 3 clusters Score -1946075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1946098.375000 Penalty: 4720.549316
	Iteration 51Q: 3 clusters Score -1946098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1946114.875000 Penalty: 4720.549316
	Iteration 52Q: 3 clusters Score -1946115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1946128.875000 Penalty: 4720.549316
	Iteration 53Q: 3 clusters Score -1946129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1946138.875000 Penalty: 4720.549316
	Iteration 54Q: 3 clusters Score -1946139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1946152.250000 Penalty: 4720.549316
	Iteration 55Q: 3 clusters Score -1946152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1946156.000000 Penalty: 4720.549316
	Iteration 56Q: 3 clusters Score -1946156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1946160.375000 Penalty: 4720.549316
	Iteration 57Q: 3 clusters Score -1946160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1946167.625000 Penalty: 4720.549316
	Iteration 58Q: 3 clusters Score -1946168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1946173.250000 Penalty: 4720.549316
	Iteration 59Q: 3 clusters Score -1946173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1946175.625000 Penalty: 4720.549316
	Iteration 60F: 3 clusters Score -1946176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1946180.375000 Penalty: 4720.549316
	Iteration 61Q: 3 clusters Score -1946180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1946182.875000 Penalty: 4720.549316
	Iteration 62Q: 3 clusters Score -1946183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1946182.000000 Penalty: 4720.549316
	Iteration 63Q: 3 clusters Score -1946182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1946180.500000 Penalty: 4720.549316
	Iteration 64Q: 3 clusters Score -1946180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1946180.500000 Penalty: 4720.549316
	Iteration 65Q: 3 clusters Score -1946180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1946182.500000 Penalty: 4720.549316
	Iteration 66Q: 3 clusters Score -1946182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1946182.750000 Penalty: 4720.549316
	Iteration 67Q: 3 clusters Score -1946183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1946185.750000 Penalty: 4720.549316
	Iteration 68Q: 3 clusters Score -1946186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1946186.125000 Penalty: 4720.549316
	Iteration 69Q: 3 clusters Score -1946186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1946191.000000 Penalty: 4720.549316
	Iteration 70Q: 3 clusters Score -1946191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1946193.125000 Penalty: 4720.549316
	Iteration 71Q: 3 clusters Score -1946193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1946192.875000 Penalty: 4720.549316
	Iteration 72Q: 3 clusters Score -1946193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1946191.000000 Penalty: 4720.549316
	Iteration 73Q: 3 clusters Score -1946191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1946190.500000 Penalty: 4720.549316
	Iteration 74Q: 3 clusters Score -1946190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1946193.000000 Penalty: 4720.549316
	Iteration 75Q: 3 clusters Score -1946193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1946190.625000 Penalty: 4720.549316
	Iteration 76Q: 3 clusters Score -1946191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1946190.625000 Penalty: 4720.549316
	Iteration 77F: 3 clusters Score -1946191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -171422.765625 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -171422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -169159.156250 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -169159.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -169569.796875 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -169569.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -169683.656250 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -169683.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -169747.968750 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -169748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -169814.000000 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -169814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -169879.062500 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -169879.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -169940.218750 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -169940.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -169998.843750 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -169998.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -170046.046875 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -170046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -170080.671875 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -170080.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -170114.781250 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -170114.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -170155.953125 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -170156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -170201.359375 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -170201.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -170254.031250 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -170254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -170291.156250 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -170291.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170319.781250 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -170319.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -170346.015625 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -170346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -170369.531250 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -170369.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -170391.265625 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -170391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -170402.437500 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -170402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -170410.109375 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -170410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -170417.140625 Penalty: 3617.674072
	Iteration 21Q: 3 clusters Score -170417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -170431.078125 Penalty: 3617.674072
	Iteration 22Q: 3 clusters Score -170431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -170462.046875 Penalty: 3617.674072
	Iteration 23Q: 3 clusters Score -170462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -170492.109375 Penalty: 3617.674072
	Iteration 24Q: 3 clusters Score -170492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -170508.406250 Penalty: 3617.674072
	Iteration 25Q: 3 clusters Score -170508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170521.375000 Penalty: 3617.674072
	Iteration 26Q: 3 clusters Score -170521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170536.734375 Penalty: 3617.674072
	Iteration 27Q: 3 clusters Score -170536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170546.734375 Penalty: 3617.674072
	Iteration 28Q: 3 clusters Score -170546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170551.421875 Penalty: 3617.674072
	Iteration 29Q: 3 clusters Score -170551.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -170560.093750 Penalty: 3617.674072
	Iteration 30Q: 3 clusters Score -170560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -170566.296875 Penalty: 3617.674072
	Iteration 31Q: 3 clusters Score -170566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -170569.265625 Penalty: 3617.674072
	Iteration 32Q: 3 clusters Score -170569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -170572.062500 Penalty: 3617.674072
	Iteration 33Q: 3 clusters Score -170572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170578.312500 Penalty: 3617.674072
	Iteration 34Q: 3 clusters Score -170578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170582.171875 Penalty: 3617.674072
	Iteration 35Q: 3 clusters Score -170582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -170587.703125 Penalty: 3617.674072
	Iteration 36Q: 3 clusters Score -170587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -170591.703125 Penalty: 3617.674072
	Iteration 37Q: 3 clusters Score -170591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -170595.546875 Penalty: 3617.674072
	Iteration 38Q: 3 clusters Score -170595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -170600.968750 Penalty: 3617.674072
	Iteration 39Q: 3 clusters Score -170601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -170604.796875 Penalty: 3617.674072
	Iteration 40F: 3 clusters Score -170604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -170605.500000 Penalty: 3617.674072
	Iteration 41Q: 3 clusters Score -170605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -170605.500000 Penalty: 3617.674072
	Iteration 42F: 3 clusters Score -170605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Entering Unmasked Estep 
Score: -1931477.875000 Penalty: 2352.245605
	Iteration 0F: 2 clusters Score -1931478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1921806.750000 Penalty: 4704.491211
	Iteration 0F: 3 clusters Score -1921807 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1924795.375000 Penalty: 4704.491211
	Iteration 1F: 3 clusters Score -1924795 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1925156.000000 Penalty: 4704.491211
	Iteration 2F: 3 clusters Score -1925156 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1925406.750000 Penalty: 4704.491211
	Iteration 3Q: 3 clusters Score -1925407 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1925599.375000 Penalty: 4704.491211
	Iteration 4Q: 3 clusters Score -1925599 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1925791.250000 Penalty: 4704.491211
	Iteration 5Q: 3 clusters Score -1925791 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1926039.250000 Penalty: 4704.491211
	Iteration 6Q: 3 clusters Score -1926039 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1926290.000000 Penalty: 4704.491211
	Iteration 7Q: 3 clusters Score -1926290 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1926607.875000 Penalty: 4704.491211
	Iteration 8Q: 3 clusters Score -1926608 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1926983.500000 Penalty: 4704.491211
	Iteration 9Q: 3 clusters Score -1926984 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1927369.125000 Penalty: 4704.491211
	Iteration 10Q: 3 clusters Score -1927369 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1927738.375000 Penalty: 4704.491211
	Iteration 11Q: 3 clusters Score -1927738 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1928078.000000 Penalty: 4704.491211
	Iteration 12Q: 3 clusters Score -1928078 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1928366.625000 Penalty: 4704.491211
	Iteration 13Q: 3 clusters Score -1928367 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1928629.625000 Penalty: 4704.491211
	Iteration 14Q: 3 clusters Score -1928630 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1928855.500000 Penalty: 4704.491211
	Iteration 15Q: 3 clusters Score -1928856 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1929029.750000 Penalty: 4704.491211
	Iteration 16Q: 3 clusters Score -1929030 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1929164.375000 Penalty: 4704.491211
	Iteration 17Q: 3 clusters Score -1929164 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1929246.625000 Penalty: 4704.491211
	Iteration 18Q: 3 clusters Score -1929247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1929305.375000 Penalty: 4704.491211
	Iteration 19Q: 3 clusters Score -1929305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1929342.000000 Penalty: 4704.491211
	Iteration 20F: 3 clusters Score -1929342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1929370.500000 Penalty: 4704.491211
	Iteration 21Q: 3 clusters Score -1929370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1929401.125000 Penalty: 4704.491211
	Iteration 22Q: 3 clusters Score -1929401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1929418.625000 Penalty: 4704.491211
	Iteration 23Q: 3 clusters Score -1929419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1929429.000000 Penalty: 4704.491211
	Iteration 24Q: 3 clusters Score -1929429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1929435.500000 Penalty: 4704.491211
	Iteration 25Q: 3 clusters Score -1929436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1929441.625000 Penalty: 4704.491211
	Iteration 26Q: 3 clusters Score -1929442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1929443.000000 Penalty: 4704.491211
	Iteration 27Q: 3 clusters Score -1929443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1929441.375000 Penalty: 4704.491211
	Iteration 28Q: 3 clusters Score -1929441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1929441.375000 Penalty: 4704.491211
	Iteration 29F: 3 clusters Score -1929441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -461696.750000 Penalty: 2001.197021
	Iteration 0F: 2 clusters Score -461696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -458307.031250 Penalty: 4002.394043
	Iteration 0F: 3 clusters Score -458307 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -458988.250000 Penalty: 4002.394043
	Iteration 1F: 3 clusters Score -458988.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -459186.593750 Penalty: 4002.394043
	Iteration 2F: 3 clusters Score -459186.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -459328.906250 Penalty: 4002.394043
	Iteration 3F: 3 clusters Score -459328.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -459423.906250 Penalty: 4002.394043
	Iteration 4Q: 3 clusters Score -459423.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -459516.750000 Penalty: 4002.394043
	Iteration 5Q: 3 clusters Score -459516.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -459620.500000 Penalty: 4002.394043
	Iteration 6Q: 3 clusters Score -459620.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -459693.406250 Penalty: 4002.394043
	Iteration 7Q: 3 clusters Score -459693.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -459752.687500 Penalty: 4002.394043
	Iteration 8Q: 3 clusters Score -459752.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -459801.562500 Penalty: 4002.394043
	Iteration 9Q: 3 clusters Score -459801.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -459840.187500 Penalty: 4002.394043
	Iteration 10Q: 3 clusters Score -459840.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -459870.718750 Penalty: 4002.394043
	Iteration 11Q: 3 clusters Score -459870.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -459889.812500 Penalty: 4002.394043
	Iteration 12Q: 3 clusters Score -459889.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -459904.031250 Penalty: 4002.394043
	Iteration 13Q: 3 clusters Score -459904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -459917.343750 Penalty: 4002.394043
	Iteration 14Q: 3 clusters Score -459917.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -459930.968750 Penalty: 4002.394043
	Iteration 15Q: 3 clusters Score -459931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -459942.343750 Penalty: 4002.394043
	Iteration 16Q: 3 clusters Score -459942.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -459954.062500 Penalty: 4002.394043
	Iteration 17Q: 3 clusters Score -459954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -459964.125000 Penalty: 4002.394043
	Iteration 18Q: 3 clusters Score -459964.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -459971.468750 Penalty: 4002.394043
	Iteration 19Q: 3 clusters Score -459971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -459974.687500 Penalty: 4002.394043
	Iteration 20F: 3 clusters Score -459974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -459976.531250 Penalty: 4002.394043
	Iteration 21Q: 3 clusters Score -459976.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -459980.312500 Penalty: 4002.394043
	Iteration 22Q: 3 clusters Score -459980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -459982.031250 Penalty: 4002.394043
	Iteration 23Q: 3 clusters Score -459982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -459986.093750 Penalty: 4002.394043
	Iteration 24Q: 3 clusters Score -459986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -459989.687500 Penalty: 4002.394043
	Iteration 25Q: 3 clusters Score -459989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -459989.687500 Penalty: 4002.394043
	Iteration 26F: 3 clusters Score -459989.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -322904.312500 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -322904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -320174.656250 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -320174.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -320690.812500 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -320690.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -320872.406250 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -320872.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -321017.750000 Penalty: 3816.870361
	Iteration 3F: 3 clusters Score -321017.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -321130.312500 Penalty: 3816.870361
	Iteration 4Q: 3 clusters Score -321130.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -321223.125000 Penalty: 3816.870361
	Iteration 5Q: 3 clusters Score -321223.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -321314.968750 Penalty: 3816.870361
	Iteration 6Q: 3 clusters Score -321315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -321374.781250 Penalty: 3816.870361
	Iteration 7Q: 3 clusters Score -321374.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -321421.562500 Penalty: 3816.870361
	Iteration 8Q: 3 clusters Score -321421.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -321448.250000 Penalty: 3816.870361
	Iteration 9Q: 3 clusters Score -321448.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -321469.531250 Penalty: 3816.870361
	Iteration 10Q: 3 clusters Score -321469.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -321497.218750 Penalty: 3816.870361
	Iteration 11Q: 3 clusters Score -321497.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321518.968750 Penalty: 3816.870361
	Iteration 12Q: 3 clusters Score -321519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -321534.625000 Penalty: 3816.870361
	Iteration 13Q: 3 clusters Score -321534.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -321550.968750 Penalty: 3816.870361
	Iteration 14Q: 3 clusters Score -321551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -321559.031250 Penalty: 3816.870361
	Iteration 15Q: 3 clusters Score -321559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -321565.375000 Penalty: 3816.870361
	Iteration 16Q: 3 clusters Score -321565.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -321569.593750 Penalty: 3816.870361
	Iteration 17Q: 3 clusters Score -321569.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -321575.468750 Penalty: 3816.870361
	Iteration 18Q: 3 clusters Score -321575.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -321583.281250 Penalty: 3816.870361
	Iteration 19Q: 3 clusters Score -321583.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -321597.031250 Penalty: 3816.870361
	Iteration 20F: 3 clusters Score -321597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -321615.468750 Penalty: 3816.870361
	Iteration 21Q: 3 clusters Score -321615.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -321634.531250 Penalty: 3816.870361
	Iteration 22Q: 3 clusters Score -321634.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -321648.906250 Penalty: 3816.870361
	Iteration 23Q: 3 clusters Score -321648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -321662.375000 Penalty: 3816.870361
	Iteration 24Q: 3 clusters Score -321662.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -321676.750000 Penalty: 3816.870361
	Iteration 25Q: 3 clusters Score -321676.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321693.781250 Penalty: 3816.870361
	Iteration 26Q: 3 clusters Score -321693.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -321711.718750 Penalty: 3816.870361
	Iteration 27Q: 3 clusters Score -321711.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -321724.281250 Penalty: 3816.870361
	Iteration 28Q: 3 clusters Score -321724.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -321740.156250 Penalty: 3816.870361
	Iteration 29Q: 3 clusters Score -321740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -321760.218750 Penalty: 3816.870361
	Iteration 30Q: 3 clusters Score -321760.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -321790.031250 Penalty: 3816.870361
	Iteration 31Q: 3 clusters Score -321790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -321831.187500 Penalty: 3816.870361
	Iteration 32Q: 3 clusters Score -321831.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -321885.656250 Penalty: 3816.870361
	Iteration 33Q: 3 clusters Score -321885.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -321957.000000 Penalty: 3816.870361
	Iteration 34Q: 3 clusters Score -321957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -322026.593750 Penalty: 3816.870361
	Iteration 35Q: 3 clusters Score -322026.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -322071.250000 Penalty: 3816.870361
	Iteration 36Q: 3 clusters Score -322071.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -322108.000000 Penalty: 3816.870361
	Iteration 37Q: 3 clusters Score -322108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -322132.187500 Penalty: 3816.870361
	Iteration 38Q: 3 clusters Score -322132.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -322145.093750 Penalty: 3816.870361
	Iteration 39Q: 3 clusters Score -322145.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -322157.562500 Penalty: 3816.870361
	Iteration 40F: 3 clusters Score -322157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -322169.812500 Penalty: 3816.870361
	Iteration 41Q: 3 clusters Score -322169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -322177.500000 Penalty: 3816.870361
	Iteration 42Q: 3 clusters Score -322177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322180.687500 Penalty: 3816.870361
	Iteration 43Q: 3 clusters Score -322180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322181.437500 Penalty: 3816.870361
	Iteration 44Q: 3 clusters Score -322181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -322185.468750 Penalty: 3816.870361
	Iteration 45Q: 3 clusters Score -322185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -322188.437500 Penalty: 3816.870361
	Iteration 46Q: 3 clusters Score -322188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -322188.781250 Penalty: 3816.870361
	Iteration 47Q: 3 clusters Score -322188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -322190.125000 Penalty: 3816.870361
	Iteration 48Q: 3 clusters Score -322190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -322191.687500 Penalty: 3816.870361
	Iteration 49Q: 3 clusters Score -322191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322192.218750 Penalty: 3816.870361
	Iteration 50Q: 3 clusters Score -322192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322192.218750 Penalty: 3816.870361
	Iteration 51F: 3 clusters Score -322192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -58691.664062 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -58691.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57199.750000 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -57199.75 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57462.074219 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -57462.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57655.238281 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -57655.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57715.097656 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -57715.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57748.656250 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -57748.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57765.105469 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -57765.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57767.343750 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -57767.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57771.480469 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -57771.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57777.683594 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -57777.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57777.683594 Penalty: 3088.362305
	Iteration 9F: 3 clusters Score -57777.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -519506.781250 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -519506.8 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 1815 members 
Entering Unmasked Estep 
Score: -515854.875000 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -515854.9 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -516618.968750 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -516619 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -516783.968750 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -516784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -516882.000000 Penalty: 4061.313965
	Iteration 3Q: 3 clusters Score -516882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -516961.375000 Penalty: 4061.313965
	Iteration 4Q: 3 clusters Score -516961.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -517036.968750 Penalty: 4061.313965
	Iteration 5Q: 3 clusters Score -517037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -517103.093750 Penalty: 4061.313965
	Iteration 6Q: 3 clusters Score -517103.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -517155.312500 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -517155.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -517201.281250 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -517201.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -517259.812500 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -517259.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -517318.250000 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -517318.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -517369.406250 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -517369.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -517400.281250 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -517400.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -517420.437500 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -517420.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -517444.937500 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -517444.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -517463.656250 Penalty: 4061.313965
	Iteration 15Q: 3 clusters Score -517463.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -517481.000000 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -517481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -517493.531250 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -517493.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -517504.187500 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -517504.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -517517.531250 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -517517.5 nChanged 21
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: -517529.343750 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -517529.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -517533.968750 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -517534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -517539.187500 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -517539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -517541.718750 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -517541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -517544.843750 Penalty: 4061.313965
	Iteration 24Q: 3 clusters Score -517544.8 nChanged 3
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: -517545.500000 Penalty: 4061.313965
	Iteration 25Q: 3 clusters Score -517545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -517545.187500 Penalty: 4061.313965
	Iteration 26Q: 3 clusters Score -517545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -517545.812500 Penalty: 4061.313965
	Iteration 27Q: 3 clusters Score -517545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -517547.156250 Penalty: 4061.313965
	Iteration 28Q: 3 clusters Score -517547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -517547.312500 Penalty: 4061.313965
	Iteration 29Q: 3 clusters Score -517547.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -517547.312500 Penalty: 4061.313965
	Iteration 30F: 3 clusters Score -517547.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -42386.257812 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -42386.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41091.171875 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -41091.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41218.351562 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -41218.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41282.683594 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -41282.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41292.042969 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -41292.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41296.410156 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -41296.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41300.074219 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -41300.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41311.519531 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -41311.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41314.242188 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -41314.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41315.335938 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -41315.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41315.335938 Penalty: 2870.301025
	Iteration 9F: 3 clusters Score -41315.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -356428.562500 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -356428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -353508.718750 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -353508.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -354007.250000 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -354007.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -354119.437500 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -354119.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -354171.156250 Penalty: 3874.939697
	Iteration 3Q: 3 clusters Score -354171.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354211.906250 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -354211.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -354238.156250 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -354238.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -354260.531250 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -354260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -354274.156250 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -354274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -354281.468750 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -354281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -354288.843750 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -354288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -354295.156250 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -354295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -354301.000000 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -354301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -354303.718750 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -354303.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -354310.718750 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -354310.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -354314.750000 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -354314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -354317.093750 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -354317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -354320.812500 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -354320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -354322.031250 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -354322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -354325.062500 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -354325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -354325.375000 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -354325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -354325.375000 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -354325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -594905.187500 Penalty: 2063.772949
	Iteration 0F: 2 clusters Score -594905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -590998.125000 Penalty: 4127.545898
	Iteration 0F: 3 clusters Score -590998.1 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -591892.125000 Penalty: 4127.545898
	Iteration 1F: 3 clusters Score -591892.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -592189.562500 Penalty: 4127.545898
	Iteration 2F: 3 clusters Score -592189.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -592418.000000 Penalty: 4127.545898
	Iteration 3F: 3 clusters Score -592418 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -592602.437500 Penalty: 4127.545898
	Iteration 4F: 3 clusters Score -592602.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -592769.625000 Penalty: 4127.545898
	Iteration 5Q: 3 clusters Score -592769.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -592925.500000 Penalty: 4127.545898
	Iteration 6Q: 3 clusters Score -592925.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -593069.125000 Penalty: 4127.545898
	Iteration 7Q: 3 clusters Score -593069.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -593201.125000 Penalty: 4127.545898
	Iteration 8Q: 3 clusters Score -593201.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -593315.625000 Penalty: 4127.545898
	Iteration 9Q: 3 clusters Score -593315.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -593398.687500 Penalty: 4127.545898
	Iteration 10Q: 3 clusters Score -593398.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -593467.375000 Penalty: 4127.545898
	Iteration 11Q: 3 clusters Score -593467.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -593519.562500 Penalty: 4127.545898
	Iteration 12Q: 3 clusters Score -593519.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -593543.375000 Penalty: 4127.545898
	Iteration 13Q: 3 clusters Score -593543.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -593565.062500 Penalty: 4127.545898
	Iteration 14Q: 3 clusters Score -593565.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -593580.187500 Penalty: 4127.545898
	Iteration 15Q: 3 clusters Score -593580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -593593.750000 Penalty: 4127.545898
	Iteration 16Q: 3 clusters Score -593593.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -593600.937500 Penalty: 4127.545898
	Iteration 17Q: 3 clusters Score -593600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -593606.562500 Penalty: 4127.545898
	Iteration 18Q: 3 clusters Score -593606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -593611.500000 Penalty: 4127.545898
	Iteration 19Q: 3 clusters Score -593611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -593616.812500 Penalty: 4127.545898
	Iteration 20F: 3 clusters Score -593616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -593622.500000 Penalty: 4127.545898
	Iteration 21Q: 3 clusters Score -593622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -593624.500000 Penalty: 4127.545898
	Iteration 22Q: 3 clusters Score -593624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -593626.687500 Penalty: 4127.545898
	Iteration 23Q: 3 clusters Score -593626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -593626.687500 Penalty: 4127.545898
	Iteration 24F: 3 clusters Score -593626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Entering Unmasked Estep 
Score: -1446080.875000 Penalty: 2317.744873
	Iteration 0F: 2 clusters Score -1446081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1437431.375000 Penalty: 4635.489746
	Iteration 0F: 3 clusters Score -1437431 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1440299.250000 Penalty: 4635.489746
	Iteration 1F: 3 clusters Score -1440299 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1440827.750000 Penalty: 4635.489746
	Iteration 2F: 3 clusters Score -1440828 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1441284.000000 Penalty: 4635.489746
	Iteration 3F: 3 clusters Score -1441284 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1441725.500000 Penalty: 4635.489746
	Iteration 4F: 3 clusters Score -1441726 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1442187.375000 Penalty: 4635.489746
	Iteration 5F: 3 clusters Score -1442187 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1442580.250000 Penalty: 4635.489746
	Iteration 6F: 3 clusters Score -1442580 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1442895.000000 Penalty: 4635.489746
	Iteration 7Q: 3 clusters Score -1442895 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1443133.250000 Penalty: 4635.489746
	Iteration 8Q: 3 clusters Score -1443133 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1443335.500000 Penalty: 4635.489746
	Iteration 9Q: 3 clusters Score -1443336 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1443500.250000 Penalty: 4635.489746
	Iteration 10Q: 3 clusters Score -1443500 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1443628.625000 Penalty: 4635.489746
	Iteration 11Q: 3 clusters Score -1443629 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1443696.000000 Penalty: 4635.489746
	Iteration 12Q: 3 clusters Score -1443696 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1443738.375000 Penalty: 4635.489746
	Iteration 13Q: 3 clusters Score -1443738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1443762.125000 Penalty: 4635.489746
	Iteration 14Q: 3 clusters Score -1443762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1443785.375000 Penalty: 4635.489746
	Iteration 15Q: 3 clusters Score -1443785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1443798.375000 Penalty: 4635.489746
	Iteration 16Q: 3 clusters Score -1443798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1443803.500000 Penalty: 4635.489746
	Iteration 17Q: 3 clusters Score -1443804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1443815.750000 Penalty: 4635.489746
	Iteration 18Q: 3 clusters Score -1443816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1443818.750000 Penalty: 4635.489746
	Iteration 19Q: 3 clusters Score -1443819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1443829.625000 Penalty: 4635.489746
	Iteration 20F: 3 clusters Score -1443830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1443830.750000 Penalty: 4635.489746
	Iteration 21Q: 3 clusters Score -1443831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1443834.375000 Penalty: 4635.489746
	Iteration 22Q: 3 clusters Score -1443834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1443832.250000 Penalty: 4635.489746
	Iteration 23Q: 3 clusters Score -1443832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1443836.000000 Penalty: 4635.489746
	Iteration 24Q: 3 clusters Score -1443836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1443836.875000 Penalty: 4635.489746
	Iteration 25Q: 3 clusters Score -1443837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1443846.000000 Penalty: 4635.489746
	Iteration 26Q: 3 clusters Score -1443846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1443845.750000 Penalty: 4635.489746
	Iteration 27Q: 3 clusters Score -1443846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1443851.750000 Penalty: 4635.489746
	Iteration 28Q: 3 clusters Score -1443852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1443859.750000 Penalty: 4635.489746
	Iteration 29Q: 3 clusters Score -1443860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1443862.500000 Penalty: 4635.489746
	Iteration 30Q: 3 clusters Score -1443862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1443867.875000 Penalty: 4635.489746
	Iteration 31Q: 3 clusters Score -1443868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1443874.250000 Penalty: 4635.489746
	Iteration 32Q: 3 clusters Score -1443874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1443877.625000 Penalty: 4635.489746
	Iteration 33Q: 3 clusters Score -1443878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1443880.875000 Penalty: 4635.489746
	Iteration 34Q: 3 clusters Score -1443881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1443886.000000 Penalty: 4635.489746
	Iteration 35Q: 3 clusters Score -1443886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1443894.250000 Penalty: 4635.489746
	Iteration 36Q: 3 clusters Score -1443894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1443902.750000 Penalty: 4635.489746
	Iteration 37Q: 3 clusters Score -1443903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1443910.375000 Penalty: 4635.489746
	Iteration 38Q: 3 clusters Score -1443910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1443913.500000 Penalty: 4635.489746
	Iteration 39Q: 3 clusters Score -1443914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1443924.875000 Penalty: 4635.489746
	Iteration 40F: 3 clusters Score -1443925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1443927.000000 Penalty: 4635.489746
	Iteration 41Q: 3 clusters Score -1443927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1443931.625000 Penalty: 4635.489746
	Iteration 42Q: 3 clusters Score -1443932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1443936.875000 Penalty: 4635.489746
	Iteration 43Q: 3 clusters Score -1443937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1443940.000000 Penalty: 4635.489746
	Iteration 44Q: 3 clusters Score -1443940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1443947.500000 Penalty: 4635.489746
	Iteration 45Q: 3 clusters Score -1443948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1443952.625000 Penalty: 4635.489746
	Iteration 46Q: 3 clusters Score -1443953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1443957.125000 Penalty: 4635.489746
	Iteration 47Q: 3 clusters Score -1443957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1443959.125000 Penalty: 4635.489746
	Iteration 48Q: 3 clusters Score -1443959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1443964.625000 Penalty: 4635.489746
	Iteration 49Q: 3 clusters Score -1443965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1443972.000000 Penalty: 4635.489746
	Iteration 50Q: 3 clusters Score -1443972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1443972.125000 Penalty: 4635.489746
	Iteration 51Q: 3 clusters Score -1443972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1443980.125000 Penalty: 4635.489746
	Iteration 52Q: 3 clusters Score -1443980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1443986.250000 Penalty: 4635.489746
	Iteration 53Q: 3 clusters Score -1443986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1443993.875000 Penalty: 4635.489746
	Iteration 54Q: 3 clusters Score -1443994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1443998.250000 Penalty: 4635.489746
	Iteration 55Q: 3 clusters Score -1443998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1443994.625000 Penalty: 4635.489746
	Iteration 56Q: 3 clusters Score -1443995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1443999.625000 Penalty: 4635.489746
	Iteration 57Q: 3 clusters Score -1444000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1444002.500000 Penalty: 4635.489746
	Iteration 58Q: 3 clusters Score -1444002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1444009.750000 Penalty: 4635.489746
	Iteration 59Q: 3 clusters Score -1444010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1444013.500000 Penalty: 4635.489746
	Iteration 60F: 3 clusters Score -1444014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1444015.875000 Penalty: 4635.489746
	Iteration 61Q: 3 clusters Score -1444016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1444014.500000 Penalty: 4635.489746
	Iteration 62Q: 3 clusters Score -1444014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1444016.125000 Penalty: 4635.489746
	Iteration 63Q: 3 clusters Score -1444016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1444019.375000 Penalty: 4635.489746
	Iteration 64Q: 3 clusters Score -1444019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1444023.500000 Penalty: 4635.489746
	Iteration 65Q: 3 clusters Score -1444024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1444026.125000 Penalty: 4635.489746
	Iteration 66Q: 3 clusters Score -1444026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1444026.625000 Penalty: 4635.489746
	Iteration 67Q: 3 clusters Score -1444027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1444026.750000 Penalty: 4635.489746
	Iteration 68Q: 3 clusters Score -1444027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1444034.250000 Penalty: 4635.489746
	Iteration 69Q: 3 clusters Score -1444034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1444034.000000 Penalty: 4635.489746
	Iteration 70Q: 3 clusters Score -1444034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1444035.875000 Penalty: 4635.489746
	Iteration 71Q: 3 clusters Score -1444036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1444031.875000 Penalty: 4635.489746
	Iteration 72Q: 3 clusters Score -1444032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1444037.375000 Penalty: 4635.489746
	Iteration 73Q: 3 clusters Score -1444037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1444038.375000 Penalty: 4635.489746
	Iteration 74Q: 3 clusters Score -1444038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1444043.750000 Penalty: 4635.489746
	Iteration 75Q: 3 clusters Score -1444044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1444043.625000 Penalty: 4635.489746
	Iteration 76Q: 3 clusters Score -1444044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1444049.000000 Penalty: 4635.489746
	Iteration 77Q: 3 clusters Score -1444049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1444046.625000 Penalty: 4635.489746
	Iteration 78Q: 3 clusters Score -1444047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1444047.500000 Penalty: 4635.489746
	Iteration 79Q: 3 clusters Score -1444048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1444051.125000 Penalty: 4635.489746
	Iteration 80F: 3 clusters Score -1444051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1444050.250000 Penalty: 4635.489746
	Iteration 81Q: 3 clusters Score -1444050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1444061.375000 Penalty: 4635.489746
	Iteration 82Q: 3 clusters Score -1444061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1444064.625000 Penalty: 4635.489746
	Iteration 83Q: 3 clusters Score -1444065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1444071.250000 Penalty: 4635.489746
	Iteration 84Q: 3 clusters Score -1444071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1444074.500000 Penalty: 4635.489746
	Iteration 85Q: 3 clusters Score -1444074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1444078.750000 Penalty: 4635.489746
	Iteration 86Q: 3 clusters Score -1444079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1444082.125000 Penalty: 4635.489746
	Iteration 87Q: 3 clusters Score -1444082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1444084.875000 Penalty: 4635.489746
	Iteration 88Q: 3 clusters Score -1444085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1444084.250000 Penalty: 4635.489746
	Iteration 89Q: 3 clusters Score -1444084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1444084.750000 Penalty: 4635.489746
	Iteration 90Q: 3 clusters Score -1444085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1444083.125000 Penalty: 4635.489746
	Iteration 91Q: 3 clusters Score -1444083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1444087.375000 Penalty: 4635.489746
	Iteration 92Q: 3 clusters Score -1444087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1444090.250000 Penalty: 4635.489746
	Iteration 93Q: 3 clusters Score -1444090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1444095.625000 Penalty: 4635.489746
	Iteration 94Q: 3 clusters Score -1444096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1444099.375000 Penalty: 4635.489746
	Iteration 95Q: 3 clusters Score -1444099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1444111.000000 Penalty: 4635.489746
	Iteration 96Q: 3 clusters Score -1444111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1444118.000000 Penalty: 4635.489746
	Iteration 97Q: 3 clusters Score -1444118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1444125.125000 Penalty: 4635.489746
	Iteration 98Q: 3 clusters Score -1444125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1444127.125000 Penalty: 4635.489746
	Iteration 99Q: 3 clusters Score -1444127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1444130.000000 Penalty: 4635.489746
	Iteration 100F: 3 clusters Score -1444130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1444137.500000 Penalty: 4635.489746
	Iteration 101Q: 3 clusters Score -1444138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1444146.375000 Penalty: 4635.489746
	Iteration 102Q: 3 clusters Score -1444146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1444149.625000 Penalty: 4635.489746
	Iteration 103Q: 3 clusters Score -1444150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1444158.125000 Penalty: 4635.489746
	Iteration 104Q: 3 clusters Score -1444158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1444171.250000 Penalty: 4635.489746
	Iteration 105Q: 3 clusters Score -1444171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1444179.750000 Penalty: 4635.489746
	Iteration 106Q: 3 clusters Score -1444180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1444190.375000 Penalty: 4635.489746
	Iteration 107Q: 3 clusters Score -1444190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1444209.375000 Penalty: 4635.489746
	Iteration 108Q: 3 clusters Score -1444209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1444226.375000 Penalty: 4635.489746
	Iteration 109Q: 3 clusters Score -1444226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1444247.875000 Penalty: 4635.489746
	Iteration 110Q: 3 clusters Score -1444248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1444268.875000 Penalty: 4635.489746
	Iteration 111Q: 3 clusters Score -1444269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1444299.125000 Penalty: 4635.489746
	Iteration 112Q: 3 clusters Score -1444299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1444329.250000 Penalty: 4635.489746
	Iteration 113Q: 3 clusters Score -1444329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1444356.125000 Penalty: 4635.489746
	Iteration 114Q: 3 clusters Score -1444356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1444381.250000 Penalty: 4635.489746
	Iteration 115Q: 3 clusters Score -1444381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1444421.000000 Penalty: 4635.489746
	Iteration 116Q: 3 clusters Score -1444421 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1444448.875000 Penalty: 4635.489746
	Iteration 117Q: 3 clusters Score -1444449 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1444477.625000 Penalty: 4635.489746
	Iteration 118Q: 3 clusters Score -1444478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1444515.625000 Penalty: 4635.489746
	Iteration 119Q: 3 clusters Score -1444516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1444547.375000 Penalty: 4635.489746
	Iteration 120F: 3 clusters Score -1444547 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1444586.500000 Penalty: 4635.489746
	Iteration 121Q: 3 clusters Score -1444586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1444626.625000 Penalty: 4635.489746
	Iteration 122Q: 3 clusters Score -1444627 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1444675.125000 Penalty: 4635.489746
	Iteration 123Q: 3 clusters Score -1444675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1444728.250000 Penalty: 4635.489746
	Iteration 124Q: 3 clusters Score -1444728 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1444793.125000 Penalty: 4635.489746
	Iteration 125Q: 3 clusters Score -1444793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1444852.750000 Penalty: 4635.489746
	Iteration 126Q: 3 clusters Score -1444853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1444889.500000 Penalty: 4635.489746
	Iteration 127Q: 3 clusters Score -1444890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1444906.375000 Penalty: 4635.489746
	Iteration 128Q: 3 clusters Score -1444906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1444914.125000 Penalty: 4635.489746
	Iteration 129Q: 3 clusters Score -1444914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1444923.125000 Penalty: 4635.489746
	Iteration 130Q: 3 clusters Score -1444923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1444930.375000 Penalty: 4635.489746
	Iteration 131Q: 3 clusters Score -1444930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1444931.625000 Penalty: 4635.489746
	Iteration 132Q: 3 clusters Score -1444932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1444938.625000 Penalty: 4635.489746
	Iteration 133Q: 3 clusters Score -1444939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1444946.625000 Penalty: 4635.489746
	Iteration 134Q: 3 clusters Score -1444947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1444946.375000 Penalty: 4635.489746
	Iteration 135Q: 3 clusters Score -1444946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1444953.000000 Penalty: 4635.489746
	Iteration 136Q: 3 clusters Score -1444953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1444957.125000 Penalty: 4635.489746
	Iteration 137Q: 3 clusters Score -1444957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1444964.750000 Penalty: 4635.489746
	Iteration 138Q: 3 clusters Score -1444965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1444968.500000 Penalty: 4635.489746
	Iteration 139Q: 3 clusters Score -1444968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1444972.250000 Penalty: 4635.489746
	Iteration 140F: 3 clusters Score -1444972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1444978.875000 Penalty: 4635.489746
	Iteration 141Q: 3 clusters Score -1444979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1444979.375000 Penalty: 4635.489746
	Iteration 142Q: 3 clusters Score -1444979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1444985.875000 Penalty: 4635.489746
	Iteration 143Q: 3 clusters Score -1444986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1444989.500000 Penalty: 4635.489746
	Iteration 144Q: 3 clusters Score -1444990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1444988.875000 Penalty: 4635.489746
	Iteration 145Q: 3 clusters Score -1444989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1444991.000000 Penalty: 4635.489746
	Iteration 146Q: 3 clusters Score -1444991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1444990.000000 Penalty: 4635.489746
	Iteration 147Q: 3 clusters Score -1444990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1444991.250000 Penalty: 4635.489746
	Iteration 148Q: 3 clusters Score -1444991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1444990.500000 Penalty: 4635.489746
	Iteration 149Q: 3 clusters Score -1444990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1444994.500000 Penalty: 4635.489746
	Iteration 150Q: 3 clusters Score -1444994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1444993.750000 Penalty: 4635.489746
	Iteration 151Q: 3 clusters Score -1444994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1444996.375000 Penalty: 4635.489746
	Iteration 152Q: 3 clusters Score -1444996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1444996.125000 Penalty: 4635.489746
	Iteration 153Q: 3 clusters Score -1444996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1444997.000000 Penalty: 4635.489746
	Iteration 154Q: 3 clusters Score -1444997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1444997.125000 Penalty: 4635.489746
	Iteration 155Q: 3 clusters Score -1444997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1445001.750000 Penalty: 4635.489746
	Iteration 156Q: 3 clusters Score -1445002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1445003.125000 Penalty: 4635.489746
	Iteration 157Q: 3 clusters Score -1445003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1445006.000000 Penalty: 4635.489746
	Iteration 158Q: 3 clusters Score -1445006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1445007.250000 Penalty: 4635.489746
	Iteration 159Q: 3 clusters Score -1445007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1445005.750000 Penalty: 4635.489746
	Iteration 160F: 3 clusters Score -1445006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1445007.750000 Penalty: 4635.489746
	Iteration 161Q: 3 clusters Score -1445008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1445009.000000 Penalty: 4635.489746
	Iteration 162Q: 3 clusters Score -1445009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1445008.125000 Penalty: 4635.489746
	Iteration 163Q: 3 clusters Score -1445008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1445006.875000 Penalty: 4635.489746
	Iteration 164Q: 3 clusters Score -1445007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1445008.500000 Penalty: 4635.489746
	Iteration 165Q: 3 clusters Score -1445008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1445007.875000 Penalty: 4635.489746
	Iteration 166Q: 3 clusters Score -1445008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1445007.875000 Penalty: 4635.489746
	Iteration 167F: 3 clusters Score -1445008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Entering Unmasked Estep 
Score: -3608826.500000 Penalty: 2519.945557
	Iteration 0F: 2 clusters Score -3608826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3590862.250000 Penalty: 5039.891113
	Iteration 0F: 3 clusters Score -3590862 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3597195.500000 Penalty: 5039.891113
	Iteration 1F: 3 clusters Score -3597196 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3597668.500000 Penalty: 5039.891113
	Iteration 2F: 3 clusters Score -3597668 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3598142.750000 Penalty: 5039.891113
	Iteration 3Q: 3 clusters Score -3598143 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3598636.750000 Penalty: 5039.891113
	Iteration 4Q: 3 clusters Score -3598637 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3599277.000000 Penalty: 5039.891113
	Iteration 5Q: 3 clusters Score -3599277 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3600052.250000 Penalty: 5039.891113
	Iteration 6F: 3 clusters Score -3600052 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3600953.000000 Penalty: 5039.891113
	Iteration 7F: 3 clusters Score -3600953 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3601944.750000 Penalty: 5039.891113
	Iteration 8F: 3 clusters Score -3601945 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3602995.500000 Penalty: 5039.891113
	Iteration 9F: 3 clusters Score -3602996 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3603954.250000 Penalty: 5039.891113
	Iteration 10Q: 3 clusters Score -3603954 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3604768.500000 Penalty: 5039.891113
	Iteration 11Q: 3 clusters Score -3604768 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3605401.750000 Penalty: 5039.891113
	Iteration 12Q: 3 clusters Score -3605402 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3605811.500000 Penalty: 5039.891113
	Iteration 13Q: 3 clusters Score -3605812 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3606074.000000 Penalty: 5039.891113
	Iteration 14Q: 3 clusters Score -3606074 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3606283.000000 Penalty: 5039.891113
	Iteration 15Q: 3 clusters Score -3606283 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3606396.250000 Penalty: 5039.891113
	Iteration 16Q: 3 clusters Score -3606396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3606494.000000 Penalty: 5039.891113
	Iteration 17Q: 3 clusters Score -3606494 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3606567.250000 Penalty: 5039.891113
	Iteration 18Q: 3 clusters Score -3606567 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3606617.250000 Penalty: 5039.891113
	Iteration 19Q: 3 clusters Score -3606617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3606647.750000 Penalty: 5039.891113
	Iteration 20F: 3 clusters Score -3606648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3606666.000000 Penalty: 5039.891113
	Iteration 21Q: 3 clusters Score -3606666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3606687.250000 Penalty: 5039.891113
	Iteration 22Q: 3 clusters Score -3606687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3606714.750000 Penalty: 5039.891113
	Iteration 23Q: 3 clusters Score -3606715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3606738.000000 Penalty: 5039.891113
	Iteration 24Q: 3 clusters Score -3606738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3606749.750000 Penalty: 5039.891113
	Iteration 25Q: 3 clusters Score -3606750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3606768.000000 Penalty: 5039.891113
	Iteration 26Q: 3 clusters Score -3606768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3606779.500000 Penalty: 5039.891113
	Iteration 27Q: 3 clusters Score -3606780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3606790.500000 Penalty: 5039.891113
	Iteration 28Q: 3 clusters Score -3606790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3606789.500000 Penalty: 5039.891113
	Iteration 29Q: 3 clusters Score -3606790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3606794.750000 Penalty: 5039.891113
	Iteration 30Q: 3 clusters Score -3606795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3606793.250000 Penalty: 5039.891113
	Iteration 31Q: 3 clusters Score -3606793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3606796.500000 Penalty: 5039.891113
	Iteration 32Q: 3 clusters Score -3606796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3606800.250000 Penalty: 5039.891113
	Iteration 33Q: 3 clusters Score -3606800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3606799.000000 Penalty: 5039.891113
	Iteration 34Q: 3 clusters Score -3606799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3606800.250000 Penalty: 5039.891113
	Iteration 35Q: 3 clusters Score -3606800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3606802.000000 Penalty: 5039.891113
	Iteration 36Q: 3 clusters Score -3606802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3606800.250000 Penalty: 5039.891113
	Iteration 37Q: 3 clusters Score -3606800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3606800.250000 Penalty: 5039.891113
	Iteration 38F: 3 clusters Score -3606800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -44410.304688 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -44410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43110.382812 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -43110.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43266.054688 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -43266.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43307.007812 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -43307.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43332.546875 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -43332.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43344.203125 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -43344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43364.992188 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -43364.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43371.789062 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -43371.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43371.789062 Penalty: 2882.325928
	Iteration 7F: 3 clusters Score -43371.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -61345.988281 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -61345.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59934.089844 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -59934.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60100.816406 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -60100.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60142.906250 Penalty: 3033.482422
	Iteration 2Q: 3 clusters Score -60142.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60164.343750 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -60164.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60197.378906 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -60197.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60263.589844 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -60263.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60314.503906 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -60314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60361.585938 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -60361.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60404.144531 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -60404.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60422.886719 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -60422.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60450.324219 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -60450.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60459.132812 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -60459.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60460.472656 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -60460.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60460.472656 Penalty: 3033.482422
	Iteration 13F: 3 clusters Score -60460.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52628.031250 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52628.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51164.894531 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51164.89 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51455.187500 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51455.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51567.726562 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -51567.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51666.281250 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -51666.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51733.468750 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -51733.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51776.746094 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -51776.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51820.035156 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -51820.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51857.378906 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -51857.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51869.488281 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -51869.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51897.398438 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -51897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51914.394531 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -51914.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51928.945312 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -51928.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51982.382812 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -51982.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52043.000000 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -52043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52082.632812 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -52082.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52124.214844 Penalty: 3113.215088
	Iteration 15Q: 3 clusters Score -52124.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52150.750000 Penalty: 3113.215088
	Iteration 16Q: 3 clusters Score -52150.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -52172.707031 Penalty: 3113.215088
	Iteration 17Q: 3 clusters Score -52172.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52178.265625 Penalty: 3113.215088
	Iteration 18Q: 3 clusters Score -52178.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52220.929688 Penalty: 3113.215088
	Iteration 19F: 3 clusters Score -52220.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -52286.296875 Penalty: 3113.215088
	Iteration 20F: 3 clusters Score -52286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52301.765625 Penalty: 3113.215088
	Iteration 21Q: 3 clusters Score -52301.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -52309.613281 Penalty: 3113.215088
	Iteration 22Q: 3 clusters Score -52309.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52318.523438 Penalty: 3113.215088
	Iteration 23Q: 3 clusters Score -52318.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52338.417969 Penalty: 3113.215088
	Iteration 24Q: 3 clusters Score -52338.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -52346.980469 Penalty: 3113.215088
	Iteration 25Q: 3 clusters Score -52346.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -52349.632812 Penalty: 3113.215088
	Iteration 26Q: 3 clusters Score -52349.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52353.683594 Penalty: 3113.215088
	Iteration 27Q: 3 clusters Score -52353.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52367.105469 Penalty: 3113.215088
	Iteration 28Q: 3 clusters Score -52367.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52389.300781 Penalty: 3113.215088
	Iteration 29Q: 3 clusters Score -52389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52397.179688 Penalty: 3113.215088
	Iteration 30Q: 3 clusters Score -52397.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52410.144531 Penalty: 3113.215088
	Iteration 31Q: 3 clusters Score -52410.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52416.656250 Penalty: 3113.215088
	Iteration 32Q: 3 clusters Score -52416.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52416.656250 Penalty: 3113.215088
	Iteration 33F: 3 clusters Score -52416.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -114028.890625 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -114028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112207.023438 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -112207 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112770.000000 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -112770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113390.335938 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -113390.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113667.695312 Penalty: 3385.428223
	Iteration 3F: 3 clusters Score -113667.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113787.078125 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -113787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113879.867188 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -113879.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113912.015625 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -113912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113921.375000 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -113921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113927.796875 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -113927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113936.757812 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -113936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113936.757812 Penalty: 3385.428223
	Iteration 10F: 3 clusters Score -113936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -122316.125000 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -122316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120602.851562 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -120602.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121176.578125 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -121176.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121508.718750 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -121508.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121777.554688 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -121777.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122032.273438 Penalty: 3415.719727
	Iteration 4F: 3 clusters Score -122032.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -122372.164062 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -122372.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122564.562500 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -122564.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122752.656250 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -122752.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -122928.367188 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -122928.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122987.289062 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -122987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122992.046875 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -122992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123002.343750 Penalty: 3415.719727
	Iteration 11F: 3 clusters Score -123002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123023.992188 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -123024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123023.992188 Penalty: 3415.719727
	Iteration 13F: 3 clusters Score -123024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 49431 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 194321 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 61765 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 25025 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 10788 members 
Mstep: Class 16 contains 33932 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 532 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 484 members 
Entering Unmasked Estep 
Score: -95494440.000000 Penalty: 113006.234375
Splitting cluster 33 changes total score from -95495376.000000 to -95494440.000000
So it's not getting split.
--- Evaluating fit on full set of 1984108 points ---
Entering Unmasked Estep 
Score: -286223040.000000 Penalty: 118673.562500
21->34 Clusters: Score -286223040.000000, best is -286200832.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 661369 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 31698 members 
Mstep: Class 3 contains 31538 members 
Mstep: Class 4 contains 31649 members 
Mstep: Class 5 contains 31401 members 
Mstep: Class 6 contains 31557 members 
Mstep: Class 7 contains 31233 members 
Mstep: Class 8 contains 31583 members 
Mstep: Class 9 contains 31515 members 
Mstep: Class 10 contains 31500 members 
Mstep: Class 11 contains 31654 members 
Mstep: Class 12 contains 31218 members 
Mstep: Class 13 contains 31378 members 
Mstep: Class 14 contains 31333 members 
Mstep: Class 15 contains 31572 members 
Mstep: Class 16 contains 31353 members 
Mstep: Class 17 contains 31270 members 
Mstep: Class 18 contains 31545 members 
Mstep: Class 19 contains 31768 members 
Mstep: Class 20 contains 31448 members 
Mstep: Class 21 contains 31686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 365.392700 but Gain 3323.718750
Score: -89073512.000000 Penalty: 66474.250000
Iteration 0F: 21 clusters Score -8.907351e+07 nChanged 629131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3591 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 4 contains 31879 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 73014 members 
Mstep: Class 7 contains 14207 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 12396 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 46557 members 
Mstep: Class 12 contains 22165 members 
Mstep: Class 13 contains 28694 members 
Mstep: Class 14 contains 95005 members 
Mstep: Class 15 contains 20819 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 17 contains 24237 members 
Mstep: Class 18 contains 77139 members 
Mstep: Class 19 contains 37620 members 
Mstep: Class 20 contains 52128 members 
Mstep: Class 21 contains 14571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92965824.000000 Penalty: 66474.250000
Iteration 1F: 21 clusters Score -9.296582e+07 nChanged 312253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3069 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 20323 members 
Mstep: Class 4 contains 14504 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 71166 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 8473 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 44244 members 
Mstep: Class 12 contains 22558 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 158529 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 18405 members 
Mstep: Class 17 contains 13945 members 
Mstep: Class 18 contains 132216 members 
Mstep: Class 19 contains 21247 members 
Mstep: Class 20 contains 47793 members 
Mstep: Class 21 contains 14987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94040424.000000 Penalty: 66474.250000
Iteration 2F: 21 clusters Score -9.404042e+07 nChanged 219458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2264 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 24152 members 
Mstep: Class 4 contains 7758 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 49082 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 10038 members 
Mstep: Class 11 contains 37567 members 
Mstep: Class 12 contains 13931 members 
Mstep: Class 13 contains 12657 members 
Mstep: Class 14 contains 166348 members 
Mstep: Class 15 contains 4327 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 14600 members 
Mstep: Class 18 contains 194131 members 
Mstep: Class 19 contains 27546 members 
Mstep: Class 20 contains 28772 members 
Mstep: Class 21 contains 8838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94651816.000000 Penalty: 66474.250000
Iteration 3F: 21 clusters Score -9.465182e+07 nChanged 156429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1528 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 26356 members 
Mstep: Class 4 contains 5856 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 42988 members 
Mstep: Class 7 contains 21563 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 33551 members 
Mstep: Class 12 contains 8699 members 
Mstep: Class 13 contains 9212 members 
Mstep: Class 14 contains 140637 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 13940 members 
Mstep: Class 18 contains 255035 members 
Mstep: Class 19 contains 30821 members 
Mstep: Class 20 contains 16652 members 
Mstep: Class 21 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2299.408691 but Gain 3323.710938
Score: -94983336.000000 Penalty: 63150.539062
Iteration 4F: 20 clusters Score -9.498334e+07 nChanged 99958
Entering Unmasked Mstep 
Mstep: Class 0 contains 504 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 26612 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 45584 members 
Mstep: Class 7 contains 23735 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 6335 members 
Mstep: Class 10 contains 17955 members 
Mstep: Class 11 contains 32116 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 115545 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 7903 members 
Mstep: Class 17 contains 14124 members 
Mstep: Class 18 contains 295700 members 
Mstep: Class 19 contains 28500 members 
Mstep: Class 20 contains 11615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95115752.000000 Penalty: 63150.539062
Iteration 5F: 20 clusters Score -9.511575e+07 nChanged 61981
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 26004 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 25155 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 20451 members 
Mstep: Class 11 contains 30284 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 8475 members 
Mstep: Class 14 contains 100145 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 17 contains 14137 members 
Mstep: Class 18 contains 316062 members 
Mstep: Class 19 contains 25898 members 
Mstep: Class 20 contains 9510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95141024.000000 Penalty: 63150.539062
Iteration 6F: 20 clusters Score -9.514102e+07 nChanged 42190
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 24868 members 
Mstep: Class 4 contains 6886 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 49587 members 
Mstep: Class 7 contains 25807 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 22843 members 
Mstep: Class 11 contains 28014 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 91365 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 14157 members 
Mstep: Class 18 contains 326775 members 
Mstep: Class 19 contains 24514 members 
Mstep: Class 20 contains 8505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95172528.000000 Penalty: 63150.539062
Iteration 7F: 20 clusters Score -9.517253e+07 nChanged 32271
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 23912 members 
Mstep: Class 4 contains 7910 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 50418 members 
Mstep: Class 7 contains 25676 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 10 contains 25033 members 
Mstep: Class 11 contains 25754 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 84997 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 14166 members 
Mstep: Class 18 contains 333450 members 
Mstep: Class 19 contains 24054 members 
Mstep: Class 20 contains 7987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95191200.000000 Penalty: 63150.539062
Iteration 8Q: 20 clusters Score -9.51912e+07 nChanged 25328
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 23214 members 
Mstep: Class 4 contains 8327 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 50856 members 
Mstep: Class 7 contains 25082 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 7283 members 
Mstep: Class 10 contains 26827 members 
Mstep: Class 11 contains 23738 members 
Mstep: Class 12 contains 3633 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 80024 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 5382 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 338135 members 
Mstep: Class 19 contains 24042 members 
Mstep: Class 20 contains 7674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95201184.000000 Penalty: 63150.539062
Iteration 9Q: 20 clusters Score -9.520118e+07 nChanged 21530
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 22604 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 51036 members 
Mstep: Class 7 contains 24388 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 7911 members 
Mstep: Class 10 contains 28303 members 
Mstep: Class 11 contains 22256 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 75935 members 
Mstep: Class 15 contains 2761 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 14147 members 
Mstep: Class 18 contains 341362 members 
Mstep: Class 19 contains 24360 members 
Mstep: Class 20 contains 7423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95211472.000000 Penalty: 63150.539062
Iteration 10Q: 20 clusters Score -9.521147e+07 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 3475 members 
Mstep: Class 6 contains 50852 members 
Mstep: Class 7 contains 23700 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 8585 members 
Mstep: Class 10 contains 29423 members 
Mstep: Class 11 contains 21287 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 13405 members 
Mstep: Class 14 contains 72827 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 14149 members 
Mstep: Class 18 contains 343304 members 
Mstep: Class 19 contains 24765 members 
Mstep: Class 20 contains 7130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95219968.000000 Penalty: 63150.539062
Iteration 11Q: 20 clusters Score -9.521997e+07 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 50443 members 
Mstep: Class 7 contains 22964 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 9311 members 
Mstep: Class 10 contains 30282 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 14549 members 
Mstep: Class 14 contains 70702 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 17 contains 14148 members 
Mstep: Class 18 contains 344211 members 
Mstep: Class 19 contains 25229 members 
Mstep: Class 20 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95226280.000000 Penalty: 63150.539062
Iteration 12Q: 20 clusters Score -9.522628e+07 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 21328 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 50011 members 
Mstep: Class 7 contains 22252 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 30784 members 
Mstep: Class 11 contains 19992 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 69234 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 14126 members 
Mstep: Class 18 contains 344288 members 
Mstep: Class 19 contains 25698 members 
Mstep: Class 20 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95231112.000000 Penalty: 63150.539062
Iteration 13Q: 20 clusters Score -9.523111e+07 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 21171 members 
Mstep: Class 4 contains 9664 members 
Mstep: Class 5 contains 3456 members 
Mstep: Class 6 contains 49594 members 
Mstep: Class 7 contains 21551 members 
Mstep: Class 8 contains 1329 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 19412 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 17349 members 
Mstep: Class 14 contains 68405 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 14131 members 
Mstep: Class 18 contains 343653 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95234840.000000 Penalty: 63150.539062
Iteration 14Q: 20 clusters Score -9.523484e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 21151 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 49088 members 
Mstep: Class 7 contains 20900 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 18831 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 18953 members 
Mstep: Class 14 contains 67914 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 14132 members 
Mstep: Class 18 contains 342825 members 
Mstep: Class 19 contains 26411 members 
Mstep: Class 20 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95238320.000000 Penalty: 63150.539062
Iteration 15Q: 20 clusters Score -9.523832e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 21090 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 48541 members 
Mstep: Class 7 contains 20284 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 11810 members 
Mstep: Class 10 contains 30805 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 20826 members 
Mstep: Class 14 contains 67584 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 6079 members 
Mstep: Class 17 contains 14130 members 
Mstep: Class 18 contains 341739 members 
Mstep: Class 19 contains 26802 members 
Mstep: Class 20 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95241000.000000 Penalty: 63150.539062
Iteration 16Q: 20 clusters Score -9.5241e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 21088 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 47999 members 
Mstep: Class 7 contains 19683 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 9 contains 12220 members 
Mstep: Class 10 contains 30256 members 
Mstep: Class 11 contains 18069 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 22964 members 
Mstep: Class 14 contains 67459 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 14124 members 
Mstep: Class 18 contains 340456 members 
Mstep: Class 19 contains 27167 members 
Mstep: Class 20 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95244440.000000 Penalty: 63150.539062
Iteration 17Q: 20 clusters Score -9.524444e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 21104 members 
Mstep: Class 4 contains 10283 members 
Mstep: Class 5 contains 3456 members 
Mstep: Class 6 contains 47409 members 
Mstep: Class 7 contains 19144 members 
Mstep: Class 8 contains 1200 members 
Mstep: Class 9 contains 12555 members 
Mstep: Class 10 contains 29420 members 
Mstep: Class 11 contains 17839 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 25542 members 
Mstep: Class 14 contains 67439 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 6445 members 
Mstep: Class 17 contains 14117 members 
Mstep: Class 18 contains 338906 members 
Mstep: Class 19 contains 27481 members 
Mstep: Class 20 contains 5257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95247472.000000 Penalty: 63150.539062
Iteration 18Q: 20 clusters Score -9.524747e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 21105 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 46796 members 
Mstep: Class 7 contains 18675 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 12844 members 
Mstep: Class 10 contains 28358 members 
Mstep: Class 11 contains 17713 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 28606 members 
Mstep: Class 14 contains 67492 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 6538 members 
Mstep: Class 17 contains 14103 members 
Mstep: Class 18 contains 336998 members 
Mstep: Class 19 contains 27820 members 
Mstep: Class 20 contains 5295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95250448.000000 Penalty: 63150.539062
Iteration 19Q: 20 clusters Score -9.525045e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 21122 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 46116 members 
Mstep: Class 7 contains 18214 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 27016 members 
Mstep: Class 11 contains 17640 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 32243 members 
Mstep: Class 14 contains 67646 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 14097 members 
Mstep: Class 18 contains 334759 members 
Mstep: Class 19 contains 28183 members 
Mstep: Class 20 contains 5354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95255112.000000 Penalty: 63150.539062
Iteration 20F: 20 clusters Score -9.525511e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 21075 members 
Mstep: Class 4 contains 10552 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 17755 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 13386 members 
Mstep: Class 10 contains 25199 members 
Mstep: Class 11 contains 17692 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 36513 members 
Mstep: Class 14 contains 67741 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 14077 members 
Mstep: Class 18 contains 332278 members 
Mstep: Class 19 contains 28502 members 
Mstep: Class 20 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95258584.000000 Penalty: 63150.539062
Iteration 21Q: 20 clusters Score -9.525858e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 21113 members 
Mstep: Class 4 contains 10616 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 44696 members 
Mstep: Class 7 contains 17346 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 13662 members 
Mstep: Class 10 contains 23148 members 
Mstep: Class 11 contains 17776 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 41406 members 
Mstep: Class 14 contains 67859 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 6781 members 
Mstep: Class 17 contains 14066 members 
Mstep: Class 18 contains 329450 members 
Mstep: Class 19 contains 28793 members 
Mstep: Class 20 contains 5748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95262144.000000 Penalty: 63150.539062
Iteration 22Q: 20 clusters Score -9.526214e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 21136 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 44013 members 
Mstep: Class 7 contains 16990 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 13936 members 
Mstep: Class 10 contains 20957 members 
Mstep: Class 11 contains 17857 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 46817 members 
Mstep: Class 14 contains 67963 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 14055 members 
Mstep: Class 18 contains 326162 members 
Mstep: Class 19 contains 29067 members 
Mstep: Class 20 contains 5900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95267048.000000 Penalty: 63150.539062
Iteration 23Q: 20 clusters Score -9.526705e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 4 contains 10731 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 43364 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 14212 members 
Mstep: Class 10 contains 18708 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 2100 members 
Mstep: Class 13 contains 52521 members 
Mstep: Class 14 contains 68053 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 6871 members 
Mstep: Class 17 contains 14049 members 
Mstep: Class 18 contains 322557 members 
Mstep: Class 19 contains 29311 members 
Mstep: Class 20 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95272520.000000 Penalty: 63150.539062
Iteration 24Q: 20 clusters Score -9.527252e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 4 contains 10806 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 42749 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 14564 members 
Mstep: Class 10 contains 16719 members 
Mstep: Class 11 contains 17842 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 58350 members 
Mstep: Class 14 contains 68184 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 14037 members 
Mstep: Class 18 contains 318495 members 
Mstep: Class 19 contains 29475 members 
Mstep: Class 20 contains 6121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95277480.000000 Penalty: 63150.539062
Iteration 25Q: 20 clusters Score -9.527748e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 42129 members 
Mstep: Class 7 contains 16149 members 
Mstep: Class 8 contains 646 members 
Mstep: Class 9 contains 14969 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 17753 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 64014 members 
Mstep: Class 14 contains 68292 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 6894 members 
Mstep: Class 17 contains 14023 members 
Mstep: Class 18 contains 314257 members 
Mstep: Class 19 contains 29587 members 
Mstep: Class 20 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95284216.000000 Penalty: 63150.539062
Iteration 26Q: 20 clusters Score -9.528422e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 21346 members 
Mstep: Class 4 contains 10980 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 41501 members 
Mstep: Class 7 contains 15938 members 
Mstep: Class 8 contains 639 members 
Mstep: Class 9 contains 15348 members 
Mstep: Class 10 contains 14386 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 69358 members 
Mstep: Class 14 contains 68430 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 6868 members 
Mstep: Class 17 contains 14003 members 
Mstep: Class 18 contains 309706 members 
Mstep: Class 19 contains 29710 members 
Mstep: Class 20 contains 6160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95292520.000000 Penalty: 63150.539062
Iteration 27Q: 20 clusters Score -9.529252e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 21424 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 40841 members 
Mstep: Class 7 contains 15719 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 15619 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 17698 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 74190 members 
Mstep: Class 14 contains 68575 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 13985 members 
Mstep: Class 18 contains 305133 members 
Mstep: Class 19 contains 29806 members 
Mstep: Class 20 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95302312.000000 Penalty: 63150.539062
Iteration 28Q: 20 clusters Score -9.530231e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 40178 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 15775 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 78348 members 
Mstep: Class 14 contains 68730 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 6797 members 
Mstep: Class 17 contains 13975 members 
Mstep: Class 18 contains 300545 members 
Mstep: Class 19 contains 29868 members 
Mstep: Class 20 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95308232.000000 Penalty: 63150.539062
Iteration 29Q: 20 clusters Score -9.530823e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 21600 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 3455 members 
Mstep: Class 6 contains 39545 members 
Mstep: Class 7 contains 15338 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 15868 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 18071 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 82487 members 
Mstep: Class 14 contains 68839 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 13954 members 
Mstep: Class 18 contains 295739 members 
Mstep: Class 19 contains 29924 members 
Mstep: Class 20 contains 6237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95313584.000000 Penalty: 63150.539062
Iteration 30Q: 20 clusters Score -9.531358e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 21742 members 
Mstep: Class 4 contains 11412 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 38985 members 
Mstep: Class 7 contains 15166 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 15890 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 86784 members 
Mstep: Class 14 contains 68934 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 13942 members 
Mstep: Class 18 contains 290722 members 
Mstep: Class 19 contains 29906 members 
Mstep: Class 20 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95319912.000000 Penalty: 63150.539062
Iteration 31Q: 20 clusters Score -9.531991e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 21894 members 
Mstep: Class 4 contains 11550 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 38439 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 15854 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 18563 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 91170 members 
Mstep: Class 14 contains 69030 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 13913 members 
Mstep: Class 18 contains 285567 members 
Mstep: Class 19 contains 29880 members 
Mstep: Class 20 contains 6247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95327296.000000 Penalty: 63150.539062
Iteration 32Q: 20 clusters Score -9.53273e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 37961 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 15803 members 
Mstep: Class 10 contains 18213 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 95444 members 
Mstep: Class 14 contains 69106 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 13893 members 
Mstep: Class 18 contains 280429 members 
Mstep: Class 19 contains 29885 members 
Mstep: Class 20 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95334872.000000 Penalty: 63150.539062
Iteration 33Q: 20 clusters Score -9.533487e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 4 contains 11846 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 37536 members 
Mstep: Class 7 contains 14735 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 15705 members 
Mstep: Class 10 contains 19316 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 99725 members 
Mstep: Class 14 contains 69178 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 13860 members 
Mstep: Class 18 contains 275258 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 6223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95342816.000000 Penalty: 63150.539062
Iteration 34Q: 20 clusters Score -9.534282e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 22245 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 37162 members 
Mstep: Class 7 contains 14643 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 15528 members 
Mstep: Class 10 contains 20476 members 
Mstep: Class 11 contains 19217 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 13 contains 104000 members 
Mstep: Class 14 contains 69204 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 270062 members 
Mstep: Class 19 contains 29784 members 
Mstep: Class 20 contains 6189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95351776.000000 Penalty: 63150.539062
Iteration 35Q: 20 clusters Score -9.535178e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 22314 members 
Mstep: Class 4 contains 12351 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 36798 members 
Mstep: Class 7 contains 14565 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 21737 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 108059 members 
Mstep: Class 14 contains 69225 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 264996 members 
Mstep: Class 19 contains 29725 members 
Mstep: Class 20 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95359976.000000 Penalty: 63150.539062
Iteration 36Q: 20 clusters Score -9.535998e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 22317 members 
Mstep: Class 4 contains 12699 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 36466 members 
Mstep: Class 7 contains 14490 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 15130 members 
Mstep: Class 10 contains 23028 members 
Mstep: Class 11 contains 19534 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 111794 members 
Mstep: Class 14 contains 69202 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 6660 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 260205 members 
Mstep: Class 19 contains 29695 members 
Mstep: Class 20 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95368960.000000 Penalty: 63150.539062
Iteration 37Q: 20 clusters Score -9.536896e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 22266 members 
Mstep: Class 4 contains 13057 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 36168 members 
Mstep: Class 7 contains 14424 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 14998 members 
Mstep: Class 10 contains 24243 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 115181 members 
Mstep: Class 14 contains 69136 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 13736 members 
Mstep: Class 18 contains 255835 members 
Mstep: Class 19 contains 29663 members 
Mstep: Class 20 contains 6122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95376712.000000 Penalty: 63150.539062
Iteration 38Q: 20 clusters Score -9.537671e+07 nChanged 7618
Entering ConstructFrom: 
Score: -95376712.000000 Penalty: 63150.539062
Entering ConstructFrom: 
Trying to split cluster 1 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -1445013.250000 Penalty: 2284.956787
	Iteration 0F: 2 clusters Score -1445013 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 5115 members 
Entering Unmasked Estep 
Score: -1437266.750000 Penalty: 4569.913574
	Iteration 0F: 3 clusters Score -1437267 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1439514.875000 Penalty: 4569.913574
	Iteration 1F: 3 clusters Score -1439515 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1439870.750000 Penalty: 4569.913574
	Iteration 2F: 3 clusters Score -1439871 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1440166.375000 Penalty: 4569.913574
	Iteration 3F: 3 clusters Score -1440166 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1440462.750000 Penalty: 4569.913574
	Iteration 4F: 3 clusters Score -1440463 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1440780.750000 Penalty: 4569.913574
	Iteration 5Q: 3 clusters Score -1440781 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1441085.125000 Penalty: 4569.913574
	Iteration 6Q: 3 clusters Score -1441085 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1441335.250000 Penalty: 4569.913574
	Iteration 7Q: 3 clusters Score -1441335 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1441539.625000 Penalty: 4569.913574
	Iteration 8Q: 3 clusters Score -1441540 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1441703.250000 Penalty: 4569.913574
	Iteration 9Q: 3 clusters Score -1441703 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1441843.625000 Penalty: 4569.913574
	Iteration 10Q: 3 clusters Score -1441844 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1441986.250000 Penalty: 4569.913574
	Iteration 11Q: 3 clusters Score -1441986 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1442105.625000 Penalty: 4569.913574
	Iteration 12Q: 3 clusters Score -1442106 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1442223.000000 Penalty: 4569.913574
	Iteration 13Q: 3 clusters Score -1442223 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1442327.000000 Penalty: 4569.913574
	Iteration 14Q: 3 clusters Score -1442327 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1442426.250000 Penalty: 4569.913574
	Iteration 15Q: 3 clusters Score -1442426 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1442506.500000 Penalty: 4569.913574
	Iteration 16Q: 3 clusters Score -1442506 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1442581.125000 Penalty: 4569.913574
	Iteration 17Q: 3 clusters Score -1442581 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1442645.625000 Penalty: 4569.913574
	Iteration 18Q: 3 clusters Score -1442646 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1442706.125000 Penalty: 4569.913574
	Iteration 19Q: 3 clusters Score -1442706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1442744.625000 Penalty: 4569.913574
	Iteration 20F: 3 clusters Score -1442745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1442789.625000 Penalty: 4569.913574
	Iteration 21Q: 3 clusters Score -1442790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1442831.625000 Penalty: 4569.913574
	Iteration 22Q: 3 clusters Score -1442832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1442876.500000 Penalty: 4569.913574
	Iteration 23Q: 3 clusters Score -1442876 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1442914.500000 Penalty: 4569.913574
	Iteration 24Q: 3 clusters Score -1442914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1442944.625000 Penalty: 4569.913574
	Iteration 25Q: 3 clusters Score -1442945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1442970.625000 Penalty: 4569.913574
	Iteration 26Q: 3 clusters Score -1442971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1442991.125000 Penalty: 4569.913574
	Iteration 27Q: 3 clusters Score -1442991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1443008.250000 Penalty: 4569.913574
	Iteration 28Q: 3 clusters Score -1443008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1443026.000000 Penalty: 4569.913574
	Iteration 29Q: 3 clusters Score -1443026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1443054.625000 Penalty: 4569.913574
	Iteration 30Q: 3 clusters Score -1443055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1443087.125000 Penalty: 4569.913574
	Iteration 31Q: 3 clusters Score -1443087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1443113.125000 Penalty: 4569.913574
	Iteration 32Q: 3 clusters Score -1443113 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1443133.125000 Penalty: 4569.913574
	Iteration 33Q: 3 clusters Score -1443133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1443151.000000 Penalty: 4569.913574
	Iteration 34Q: 3 clusters Score -1443151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1443168.375000 Penalty: 4569.913574
	Iteration 35Q: 3 clusters Score -1443168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1443184.125000 Penalty: 4569.913574
	Iteration 36Q: 3 clusters Score -1443184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1443194.875000 Penalty: 4569.913574
	Iteration 37Q: 3 clusters Score -1443195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1443209.625000 Penalty: 4569.913574
	Iteration 38Q: 3 clusters Score -1443210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1443231.500000 Penalty: 4569.913574
	Iteration 39Q: 3 clusters Score -1443232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1443249.250000 Penalty: 4569.913574
	Iteration 40F: 3 clusters Score -1443249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1443261.000000 Penalty: 4569.913574
	Iteration 41Q: 3 clusters Score -1443261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1443274.000000 Penalty: 4569.913574
	Iteration 42Q: 3 clusters Score -1443274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1443288.000000 Penalty: 4569.913574
	Iteration 43Q: 3 clusters Score -1443288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1443302.250000 Penalty: 4569.913574
	Iteration 44Q: 3 clusters Score -1443302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1443320.000000 Penalty: 4569.913574
	Iteration 45Q: 3 clusters Score -1443320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1443340.125000 Penalty: 4569.913574
	Iteration 46Q: 3 clusters Score -1443340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1443361.875000 Penalty: 4569.913574
	Iteration 47Q: 3 clusters Score -1443362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1443389.500000 Penalty: 4569.913574
	Iteration 48Q: 3 clusters Score -1443390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1443406.500000 Penalty: 4569.913574
	Iteration 49Q: 3 clusters Score -1443406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1443429.000000 Penalty: 4569.913574
	Iteration 50Q: 3 clusters Score -1443429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1443445.250000 Penalty: 4569.913574
	Iteration 51Q: 3 clusters Score -1443445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1443458.375000 Penalty: 4569.913574
	Iteration 52Q: 3 clusters Score -1443458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1443464.875000 Penalty: 4569.913574
	Iteration 53Q: 3 clusters Score -1443465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1443483.625000 Penalty: 4569.913574
	Iteration 54Q: 3 clusters Score -1443484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1443495.125000 Penalty: 4569.913574
	Iteration 55Q: 3 clusters Score -1443495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1443500.875000 Penalty: 4569.913574
	Iteration 56Q: 3 clusters Score -1443501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1443521.750000 Penalty: 4569.913574
	Iteration 57Q: 3 clusters Score -1443522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1443537.125000 Penalty: 4569.913574
	Iteration 58Q: 3 clusters Score -1443537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1443553.000000 Penalty: 4569.913574
	Iteration 59Q: 3 clusters Score -1443553 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1443570.000000 Penalty: 4569.913574
	Iteration 60F: 3 clusters Score -1443570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1443593.125000 Penalty: 4569.913574
	Iteration 61Q: 3 clusters Score -1443593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1443617.750000 Penalty: 4569.913574
	Iteration 62Q: 3 clusters Score -1443618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1443639.750000 Penalty: 4569.913574
	Iteration 63Q: 3 clusters Score -1443640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1443653.000000 Penalty: 4569.913574
	Iteration 64Q: 3 clusters Score -1443653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1443662.500000 Penalty: 4569.913574
	Iteration 65Q: 3 clusters Score -1443662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1443672.125000 Penalty: 4569.913574
	Iteration 66Q: 3 clusters Score -1443672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1443679.500000 Penalty: 4569.913574
	Iteration 67Q: 3 clusters Score -1443680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1443687.750000 Penalty: 4569.913574
	Iteration 68Q: 3 clusters Score -1443688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1443696.000000 Penalty: 4569.913574
	Iteration 69Q: 3 clusters Score -1443696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1443700.625000 Penalty: 4569.913574
	Iteration 70Q: 3 clusters Score -1443701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1443706.500000 Penalty: 4569.913574
	Iteration 71Q: 3 clusters Score -1443706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1443706.625000 Penalty: 4569.913574
	Iteration 72Q: 3 clusters Score -1443707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1443711.750000 Penalty: 4569.913574
	Iteration 73Q: 3 clusters Score -1443712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1443712.000000 Penalty: 4569.913574
	Iteration 74Q: 3 clusters Score -1443712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1443716.500000 Penalty: 4569.913574
	Iteration 75Q: 3 clusters Score -1443716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1443716.000000 Penalty: 4569.913574
	Iteration 76Q: 3 clusters Score -1443716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1443718.375000 Penalty: 4569.913574
	Iteration 77Q: 3 clusters Score -1443718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1443721.750000 Penalty: 4569.913574
	Iteration 78Q: 3 clusters Score -1443722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1443724.375000 Penalty: 4569.913574
	Iteration 79Q: 3 clusters Score -1443724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1443725.625000 Penalty: 4569.913574
	Iteration 80F: 3 clusters Score -1443726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1443731.375000 Penalty: 4569.913574
	Iteration 81Q: 3 clusters Score -1443731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1443733.000000 Penalty: 4569.913574
	Iteration 82Q: 3 clusters Score -1443733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1443732.875000 Penalty: 4569.913574
	Iteration 83Q: 3 clusters Score -1443733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1443734.250000 Penalty: 4569.913574
	Iteration 84Q: 3 clusters Score -1443734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1443732.250000 Penalty: 4569.913574
	Iteration 85Q: 3 clusters Score -1443732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1443732.250000 Penalty: 4569.913574
	Iteration 86Q: 3 clusters Score -1443732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1443733.375000 Penalty: 4569.913574
	Iteration 87Q: 3 clusters Score -1443733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1443734.875000 Penalty: 4569.913574
	Iteration 88Q: 3 clusters Score -1443735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1443736.500000 Penalty: 4569.913574
	Iteration 89Q: 3 clusters Score -1443736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1443736.500000 Penalty: 4569.913574
	Iteration 90F: 3 clusters Score -1443736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Entering Unmasked Estep 
Score: -3073585.000000 Penalty: 2482.493164
	Iteration 0F: 2 clusters Score -3073585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3058049.000000 Penalty: 4964.986328
	Iteration 0F: 3 clusters Score -3058049 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3063442.750000 Penalty: 4964.986328
	Iteration 1F: 3 clusters Score -3063443 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3063978.500000 Penalty: 4964.986328
	Iteration 2F: 3 clusters Score -3063978 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3064498.750000 Penalty: 4964.986328
	Iteration 3Q: 3 clusters Score -3064499 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3065128.250000 Penalty: 4964.986328
	Iteration 4F: 3 clusters Score -3065128 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3065844.500000 Penalty: 4964.986328
	Iteration 5F: 3 clusters Score -3065844 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3066708.750000 Penalty: 4964.986328
	Iteration 6F: 3 clusters Score -3066709 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3067608.250000 Penalty: 4964.986328
	Iteration 7F: 3 clusters Score -3067608 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3068494.000000 Penalty: 4964.986328
	Iteration 8F: 3 clusters Score -3068494 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3069312.750000 Penalty: 4964.986328
	Iteration 9Q: 3 clusters Score -3069313 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3069967.750000 Penalty: 4964.986328
	Iteration 10Q: 3 clusters Score -3069968 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3070499.500000 Penalty: 4964.986328
	Iteration 11Q: 3 clusters Score -3070500 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3071032.250000 Penalty: 4964.986328
	Iteration 12Q: 3 clusters Score -3071032 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3071447.250000 Penalty: 4964.986328
	Iteration 13Q: 3 clusters Score -3071447 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3071776.000000 Penalty: 4964.986328
	Iteration 14Q: 3 clusters Score -3071776 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3072030.750000 Penalty: 4964.986328
	Iteration 15Q: 3 clusters Score -3072031 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3072210.500000 Penalty: 4964.986328
	Iteration 16Q: 3 clusters Score -3072210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3072355.750000 Penalty: 4964.986328
	Iteration 17Q: 3 clusters Score -3072356 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3072437.500000 Penalty: 4964.986328
	Iteration 18Q: 3 clusters Score -3072438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3072501.500000 Penalty: 4964.986328
	Iteration 19Q: 3 clusters Score -3072502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3072540.250000 Penalty: 4964.986328
	Iteration 20F: 3 clusters Score -3072540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3072570.000000 Penalty: 4964.986328
	Iteration 21Q: 3 clusters Score -3072570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3072583.500000 Penalty: 4964.986328
	Iteration 22Q: 3 clusters Score -3072584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3072601.000000 Penalty: 4964.986328
	Iteration 23Q: 3 clusters Score -3072601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3072602.750000 Penalty: 4964.986328
	Iteration 24Q: 3 clusters Score -3072603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3072602.750000 Penalty: 4964.986328
	Iteration 25Q: 3 clusters Score -3072603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3072611.000000 Penalty: 4964.986328
	Iteration 26Q: 3 clusters Score -3072611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3072614.500000 Penalty: 4964.986328
	Iteration 27Q: 3 clusters Score -3072614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3072621.500000 Penalty: 4964.986328
	Iteration 28Q: 3 clusters Score -3072622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3072626.500000 Penalty: 4964.986328
	Iteration 29Q: 3 clusters Score -3072626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3072633.250000 Penalty: 4964.986328
	Iteration 30Q: 3 clusters Score -3072633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3072636.500000 Penalty: 4964.986328
	Iteration 31Q: 3 clusters Score -3072636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3072638.750000 Penalty: 4964.986328
	Iteration 32Q: 3 clusters Score -3072639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3072649.500000 Penalty: 4964.986328
	Iteration 33Q: 3 clusters Score -3072650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3072646.250000 Penalty: 4964.986328
	Iteration 34Q: 3 clusters Score -3072646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3072654.750000 Penalty: 4964.986328
	Iteration 35Q: 3 clusters Score -3072655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3072648.750000 Penalty: 4964.986328
	Iteration 36Q: 3 clusters Score -3072649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3072646.250000 Penalty: 4964.986328
	Iteration 37Q: 3 clusters Score -3072646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3072644.500000 Penalty: 4964.986328
	Iteration 38Q: 3 clusters Score -3072644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3072645.500000 Penalty: 4964.986328
	Iteration 39Q: 3 clusters Score -3072646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3072645.500000 Penalty: 4964.986328
	Iteration 40F: 3 clusters Score -3072646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Entering Unmasked Estep 
Score: -1915906.250000 Penalty: 2356.097900
	Iteration 0F: 2 clusters Score -1915906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1906173.500000 Penalty: 4712.195801
	Iteration 0F: 3 clusters Score -1906174 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1909771.375000 Penalty: 4712.195801
	Iteration 1F: 3 clusters Score -1909771 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1910535.250000 Penalty: 4712.195801
	Iteration 2F: 3 clusters Score -1910535 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1911268.250000 Penalty: 4712.195801
	Iteration 3F: 3 clusters Score -1911268 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1911934.375000 Penalty: 4712.195801
	Iteration 4F: 3 clusters Score -1911934 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1912615.750000 Penalty: 4712.195801
	Iteration 5F: 3 clusters Score -1912616 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1913197.250000 Penalty: 4712.195801
	Iteration 6F: 3 clusters Score -1913197 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1913623.125000 Penalty: 4712.195801
	Iteration 7Q: 3 clusters Score -1913623 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1913965.000000 Penalty: 4712.195801
	Iteration 8Q: 3 clusters Score -1913965 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1914250.375000 Penalty: 4712.195801
	Iteration 9Q: 3 clusters Score -1914250 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1914451.375000 Penalty: 4712.195801
	Iteration 10Q: 3 clusters Score -1914451 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1914626.125000 Penalty: 4712.195801
	Iteration 11Q: 3 clusters Score -1914626 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1914783.500000 Penalty: 4712.195801
	Iteration 12Q: 3 clusters Score -1914784 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1914912.500000 Penalty: 4712.195801
	Iteration 13Q: 3 clusters Score -1914912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1915011.750000 Penalty: 4712.195801
	Iteration 14Q: 3 clusters Score -1915012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1915069.625000 Penalty: 4712.195801
	Iteration 15Q: 3 clusters Score -1915070 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1915114.000000 Penalty: 4712.195801
	Iteration 16Q: 3 clusters Score -1915114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1915147.875000 Penalty: 4712.195801
	Iteration 17Q: 3 clusters Score -1915148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1915169.500000 Penalty: 4712.195801
	Iteration 18Q: 3 clusters Score -1915170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1915189.375000 Penalty: 4712.195801
	Iteration 19Q: 3 clusters Score -1915189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1915201.750000 Penalty: 4712.195801
	Iteration 20F: 3 clusters Score -1915202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1915212.000000 Penalty: 4712.195801
	Iteration 21Q: 3 clusters Score -1915212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1915220.500000 Penalty: 4712.195801
	Iteration 22Q: 3 clusters Score -1915220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1915230.625000 Penalty: 4712.195801
	Iteration 23Q: 3 clusters Score -1915231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1915241.250000 Penalty: 4712.195801
	Iteration 24Q: 3 clusters Score -1915241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1915255.000000 Penalty: 4712.195801
	Iteration 25Q: 3 clusters Score -1915255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1915260.000000 Penalty: 4712.195801
	Iteration 26Q: 3 clusters Score -1915260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1915266.875000 Penalty: 4712.195801
	Iteration 27Q: 3 clusters Score -1915267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1915273.875000 Penalty: 4712.195801
	Iteration 28Q: 3 clusters Score -1915274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1915280.500000 Penalty: 4712.195801
	Iteration 29Q: 3 clusters Score -1915280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1915282.750000 Penalty: 4712.195801
	Iteration 30Q: 3 clusters Score -1915283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1915288.875000 Penalty: 4712.195801
	Iteration 31Q: 3 clusters Score -1915289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1915297.000000 Penalty: 4712.195801
	Iteration 32Q: 3 clusters Score -1915297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1915299.125000 Penalty: 4712.195801
	Iteration 33Q: 3 clusters Score -1915299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1915302.750000 Penalty: 4712.195801
	Iteration 34Q: 3 clusters Score -1915303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1915303.000000 Penalty: 4712.195801
	Iteration 35Q: 3 clusters Score -1915303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1915300.625000 Penalty: 4712.195801
	Iteration 36Q: 3 clusters Score -1915301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1915302.875000 Penalty: 4712.195801
	Iteration 37Q: 3 clusters Score -1915303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1915307.500000 Penalty: 4712.195801
	Iteration 38Q: 3 clusters Score -1915308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1915309.000000 Penalty: 4712.195801
	Iteration 39Q: 3 clusters Score -1915309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1915311.000000 Penalty: 4712.195801
	Iteration 40F: 3 clusters Score -1915311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1915320.875000 Penalty: 4712.195801
	Iteration 41Q: 3 clusters Score -1915321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1915319.000000 Penalty: 4712.195801
	Iteration 42Q: 3 clusters Score -1915319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1915322.750000 Penalty: 4712.195801
	Iteration 43Q: 3 clusters Score -1915323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1915324.250000 Penalty: 4712.195801
	Iteration 44Q: 3 clusters Score -1915324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1915326.250000 Penalty: 4712.195801
	Iteration 45Q: 3 clusters Score -1915326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1915329.750000 Penalty: 4712.195801
	Iteration 46Q: 3 clusters Score -1915330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1915327.375000 Penalty: 4712.195801
	Iteration 47Q: 3 clusters Score -1915327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1915334.750000 Penalty: 4712.195801
	Iteration 48Q: 3 clusters Score -1915335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1915338.250000 Penalty: 4712.195801
	Iteration 49Q: 3 clusters Score -1915338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1915344.125000 Penalty: 4712.195801
	Iteration 50Q: 3 clusters Score -1915344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1915346.125000 Penalty: 4712.195801
	Iteration 51Q: 3 clusters Score -1915346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1915352.125000 Penalty: 4712.195801
	Iteration 52Q: 3 clusters Score -1915352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1915358.375000 Penalty: 4712.195801
	Iteration 53Q: 3 clusters Score -1915358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1915364.125000 Penalty: 4712.195801
	Iteration 54Q: 3 clusters Score -1915364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1915368.000000 Penalty: 4712.195801
	Iteration 55Q: 3 clusters Score -1915368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1915376.125000 Penalty: 4712.195801
	Iteration 56Q: 3 clusters Score -1915376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1915381.125000 Penalty: 4712.195801
	Iteration 57Q: 3 clusters Score -1915381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1915382.250000 Penalty: 4712.195801
	Iteration 58Q: 3 clusters Score -1915382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1915382.625000 Penalty: 4712.195801
	Iteration 59Q: 3 clusters Score -1915383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1915390.375000 Penalty: 4712.195801
	Iteration 60F: 3 clusters Score -1915390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1915396.000000 Penalty: 4712.195801
	Iteration 61Q: 3 clusters Score -1915396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1915398.250000 Penalty: 4712.195801
	Iteration 62Q: 3 clusters Score -1915398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1915399.250000 Penalty: 4712.195801
	Iteration 63Q: 3 clusters Score -1915399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1915400.375000 Penalty: 4712.195801
	Iteration 64Q: 3 clusters Score -1915400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1915401.375000 Penalty: 4712.195801
	Iteration 65Q: 3 clusters Score -1915401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1915407.250000 Penalty: 4712.195801
	Iteration 66Q: 3 clusters Score -1915407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1915408.500000 Penalty: 4712.195801
	Iteration 67Q: 3 clusters Score -1915408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1915412.750000 Penalty: 4712.195801
	Iteration 68Q: 3 clusters Score -1915413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1915414.250000 Penalty: 4712.195801
	Iteration 69Q: 3 clusters Score -1915414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1915414.500000 Penalty: 4712.195801
	Iteration 70Q: 3 clusters Score -1915414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1915414.125000 Penalty: 4712.195801
	Iteration 71Q: 3 clusters Score -1915414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1915416.375000 Penalty: 4712.195801
	Iteration 72Q: 3 clusters Score -1915416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1915418.125000 Penalty: 4712.195801
	Iteration 73Q: 3 clusters Score -1915418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1915421.000000 Penalty: 4712.195801
	Iteration 74Q: 3 clusters Score -1915421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1915421.000000 Penalty: 4712.195801
	Iteration 75F: 3 clusters Score -1915421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -364785.937500 Penalty: 2020.312012
	Iteration 0F: 2 clusters Score -364785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -361911.343750 Penalty: 4040.624023
	Iteration 0F: 3 clusters Score -361911.3 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -365345.312500 Penalty: 4040.624023
	Iteration 1F: 3 clusters Score -365345.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -367406.937500 Penalty: 4040.624023
	Iteration 2F: 3 clusters Score -367406.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -373006.593750 Penalty: 4040.624023
	Iteration 3F: 3 clusters Score -373006.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -381420.156250 Penalty: 4040.624023
	Iteration 4F: 3 clusters Score -381420.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -383056.093750 Penalty: 4040.624023
	Iteration 5F: 3 clusters Score -383056.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -383195.906250 Penalty: 4040.624023
	Iteration 6Q: 3 clusters Score -383195.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -383213.468750 Penalty: 4040.624023
	Iteration 7Q: 3 clusters Score -383213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -383214.093750 Penalty: 4040.624023
	Iteration 8Q: 3 clusters Score -383214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -383214.093750 Penalty: 4040.624023
	Iteration 9F: 3 clusters Score -383214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 13717 members 
Mstep: Class 18 contains 251874 members 
Mstep: Class 19 contains 29624 members 
Mstep: Class 20 contains 6101 members 
Entering Unmasked Estep 
Score: -95398936.000000 Penalty: 66474.250000
Splitting cluster 5 changes total score from -95376712.000000 to -95398936.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (35863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Entering Unmasked Estep 
Score: -5257160.000000 Penalty: 2600.890381
	Iteration 0F: 2 clusters Score -5257160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5232791.000000 Penalty: 5201.780762
	Iteration 0F: 3 clusters Score -5232791 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5241806.500000 Penalty: 5201.780762
	Iteration 1F: 3 clusters Score -5241806 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5242539.500000 Penalty: 5201.780762
	Iteration 2F: 3 clusters Score -5242540 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5243386.000000 Penalty: 5201.780762
	Iteration 3F: 3 clusters Score -5243386 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5244377.000000 Penalty: 5201.780762
	Iteration 4F: 3 clusters Score -5244377 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5245648.000000 Penalty: 5201.780762
	Iteration 5F: 3 clusters Score -5245648 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5247088.500000 Penalty: 5201.780762
	Iteration 6F: 3 clusters Score -5247088 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5248696.500000 Penalty: 5201.780762
	Iteration 7F: 3 clusters Score -5248696 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -5250257.000000 Penalty: 5201.780762
	Iteration 8F: 3 clusters Score -5250257 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5251713.000000 Penalty: 5201.780762
	Iteration 9Q: 3 clusters Score -5251713 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5252804.000000 Penalty: 5201.780762
	Iteration 10Q: 3 clusters Score -5252804 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5253634.000000 Penalty: 5201.780762
	Iteration 11Q: 3 clusters Score -5253634 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -5254110.500000 Penalty: 5201.780762
	Iteration 12Q: 3 clusters Score -5254110 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -5254408.500000 Penalty: 5201.780762
	Iteration 13Q: 3 clusters Score -5254408 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -5254593.000000 Penalty: 5201.780762
	Iteration 14Q: 3 clusters Score -5254593 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -5254704.500000 Penalty: 5201.780762
	Iteration 15Q: 3 clusters Score -5254704 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -5254775.500000 Penalty: 5201.780762
	Iteration 16Q: 3 clusters Score -5254776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -5254813.500000 Penalty: 5201.780762
	Iteration 17Q: 3 clusters Score -5254814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5254848.500000 Penalty: 5201.780762
	Iteration 18Q: 3 clusters Score -5254848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5254868.000000 Penalty: 5201.780762
	Iteration 19Q: 3 clusters Score -5254868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -5254878.500000 Penalty: 5201.780762
	Iteration 20F: 3 clusters Score -5254878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -5254893.000000 Penalty: 5201.780762
	Iteration 21Q: 3 clusters Score -5254893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -5254904.500000 Penalty: 5201.780762
	Iteration 22Q: 3 clusters Score -5254904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -5254922.000000 Penalty: 5201.780762
	Iteration 23Q: 3 clusters Score -5254922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -5254927.000000 Penalty: 5201.780762
	Iteration 24Q: 3 clusters Score -5254927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -5254927.000000 Penalty: 5201.780762
	Iteration 25Q: 3 clusters Score -5254927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -5254938.000000 Penalty: 5201.780762
	Iteration 26Q: 3 clusters Score -5254938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -5254943.000000 Penalty: 5201.780762
	Iteration 27Q: 3 clusters Score -5254943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -5254950.500000 Penalty: 5201.780762
	Iteration 28Q: 3 clusters Score -5254950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -5254955.000000 Penalty: 5201.780762
	Iteration 29Q: 3 clusters Score -5254955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5254960.000000 Penalty: 5201.780762
	Iteration 30Q: 3 clusters Score -5254960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -5254964.000000 Penalty: 5201.780762
	Iteration 31Q: 3 clusters Score -5254964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -5254977.000000 Penalty: 5201.780762
	Iteration 32Q: 3 clusters Score -5254977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -5254975.000000 Penalty: 5201.780762
	Iteration 33Q: 3 clusters Score -5254975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -5254979.500000 Penalty: 5201.780762
	Iteration 34Q: 3 clusters Score -5254980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -5254979.500000 Penalty: 5201.780762
	Iteration 35F: 3 clusters Score -5254980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Entering Unmasked Estep 
Score: -1826961.125000 Penalty: 2374.026855
	Iteration 0F: 2 clusters Score -1826961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1816528.625000 Penalty: 4748.053711
	Iteration 0F: 3 clusters Score -1816529 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1820073.125000 Penalty: 4748.053711
	Iteration 1F: 3 clusters Score -1820073 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1820698.625000 Penalty: 4748.053711
	Iteration 2F: 3 clusters Score -1820699 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1821353.625000 Penalty: 4748.053711
	Iteration 3F: 3 clusters Score -1821354 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1821993.375000 Penalty: 4748.053711
	Iteration 4F: 3 clusters Score -1821993 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1822662.875000 Penalty: 4748.053711
	Iteration 5F: 3 clusters Score -1822663 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1823198.875000 Penalty: 4748.053711
	Iteration 6F: 3 clusters Score -1823199 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1823578.125000 Penalty: 4748.053711
	Iteration 7Q: 3 clusters Score -1823578 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1823832.250000 Penalty: 4748.053711
	Iteration 8Q: 3 clusters Score -1823832 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1824014.375000 Penalty: 4748.053711
	Iteration 9Q: 3 clusters Score -1824014 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1824143.250000 Penalty: 4748.053711
	Iteration 10Q: 3 clusters Score -1824143 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1824238.250000 Penalty: 4748.053711
	Iteration 11Q: 3 clusters Score -1824238 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1824314.000000 Penalty: 4748.053711
	Iteration 12Q: 3 clusters Score -1824314 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1824369.125000 Penalty: 4748.053711
	Iteration 13Q: 3 clusters Score -1824369 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1824417.250000 Penalty: 4748.053711
	Iteration 14Q: 3 clusters Score -1824417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1824457.625000 Penalty: 4748.053711
	Iteration 15Q: 3 clusters Score -1824458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1824487.875000 Penalty: 4748.053711
	Iteration 16Q: 3 clusters Score -1824488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1824528.250000 Penalty: 4748.053711
	Iteration 17Q: 3 clusters Score -1824528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1824568.500000 Penalty: 4748.053711
	Iteration 18Q: 3 clusters Score -1824568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1824595.750000 Penalty: 4748.053711
	Iteration 19Q: 3 clusters Score -1824596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1824639.625000 Penalty: 4748.053711
	Iteration 20F: 3 clusters Score -1824640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1824691.375000 Penalty: 4748.053711
	Iteration 21Q: 3 clusters Score -1824691 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1824747.500000 Penalty: 4748.053711
	Iteration 22Q: 3 clusters Score -1824748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1824796.375000 Penalty: 4748.053711
	Iteration 23Q: 3 clusters Score -1824796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1824854.750000 Penalty: 4748.053711
	Iteration 24Q: 3 clusters Score -1824855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1824912.125000 Penalty: 4748.053711
	Iteration 25Q: 3 clusters Score -1824912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1824949.125000 Penalty: 4748.053711
	Iteration 26Q: 3 clusters Score -1824949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1824985.625000 Penalty: 4748.053711
	Iteration 27Q: 3 clusters Score -1824986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1825007.375000 Penalty: 4748.053711
	Iteration 28Q: 3 clusters Score -1825007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1825032.000000 Penalty: 4748.053711
	Iteration 29Q: 3 clusters Score -1825032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1825040.250000 Penalty: 4748.053711
	Iteration 30Q: 3 clusters Score -1825040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1825050.000000 Penalty: 4748.053711
	Iteration 31Q: 3 clusters Score -1825050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1825057.375000 Penalty: 4748.053711
	Iteration 32Q: 3 clusters Score -1825057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1825062.625000 Penalty: 4748.053711
	Iteration 33Q: 3 clusters Score -1825063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1825067.125000 Penalty: 4748.053711
	Iteration 34Q: 3 clusters Score -1825067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1825074.125000 Penalty: 4748.053711
	Iteration 35Q: 3 clusters Score -1825074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1825080.750000 Penalty: 4748.053711
	Iteration 36Q: 3 clusters Score -1825081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1825083.250000 Penalty: 4748.053711
	Iteration 37Q: 3 clusters Score -1825083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1825085.875000 Penalty: 4748.053711
	Iteration 38Q: 3 clusters Score -1825086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1825088.125000 Penalty: 4748.053711
	Iteration 39Q: 3 clusters Score -1825088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1825088.500000 Penalty: 4748.053711
	Iteration 40F: 3 clusters Score -1825088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1825090.125000 Penalty: 4748.053711
	Iteration 41Q: 3 clusters Score -1825090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1825089.125000 Penalty: 4748.053711
	Iteration 42Q: 3 clusters Score -1825089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1825092.750000 Penalty: 4748.053711
	Iteration 43Q: 3 clusters Score -1825093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1825090.875000 Penalty: 4748.053711
	Iteration 44Q: 3 clusters Score -1825091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1825092.625000 Penalty: 4748.053711
	Iteration 45Q: 3 clusters Score -1825093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1825096.250000 Penalty: 4748.053711
	Iteration 46Q: 3 clusters Score -1825096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1825097.125000 Penalty: 4748.053711
	Iteration 47Q: 3 clusters Score -1825097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1825099.375000 Penalty: 4748.053711
	Iteration 48Q: 3 clusters Score -1825099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1825099.375000 Penalty: 4748.053711
	Iteration 49F: 3 clusters Score -1825099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -83214.882812 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -83214.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81690.460938 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -81690.46 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81954.031250 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -81954.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82088.789062 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -82088.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -82169.468750 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -82169.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82244.203125 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -82244.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82340.476562 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -82340.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82425.500000 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -82425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -82558.898438 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -82558.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -82617.484375 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -82617.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -82678.929688 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -82678.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -82780.421875 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -82780.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -82823.351562 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -82823.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -82857.914062 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -82857.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -82880.187500 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -82880.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -82902.492188 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -82902.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -82910.171875 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -82910.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82934.968750 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -82934.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -82969.062500 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -82969.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -82997.984375 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -82997.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -83020.921875 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -83020.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -83046.398438 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -83046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -83102.593750 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -83102.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -83166.687500 Penalty: 3194.709473
	Iteration 22Q: 3 clusters Score -83166.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -83184.164062 Penalty: 3194.709473
	Iteration 23Q: 3 clusters Score -83184.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -83192.156250 Penalty: 3194.709473
	Iteration 24Q: 3 clusters Score -83192.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -83193.890625 Penalty: 3194.709473
	Iteration 25Q: 3 clusters Score -83193.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -83193.890625 Penalty: 3194.709473
	Iteration 26F: 3 clusters Score -83193.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Entering Unmasked Estep 
Score: -2186988.750000 Penalty: 2383.825195
	Iteration 0F: 2 clusters Score -2186989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2176148.000000 Penalty: 4767.650391
	Iteration 0F: 3 clusters Score -2176148 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2179582.750000 Penalty: 4767.650391
	Iteration 1F: 3 clusters Score -2179583 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2180043.500000 Penalty: 4767.650391
	Iteration 2F: 3 clusters Score -2180044 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2180485.250000 Penalty: 4767.650391
	Iteration 3F: 3 clusters Score -2180485 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2180893.500000 Penalty: 4767.650391
	Iteration 4F: 3 clusters Score -2180894 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2181311.250000 Penalty: 4767.650391
	Iteration 5F: 3 clusters Score -2181311 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2181727.500000 Penalty: 4767.650391
	Iteration 6F: 3 clusters Score -2181728 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2182120.000000 Penalty: 4767.650391
	Iteration 7Q: 3 clusters Score -2182120 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2182522.500000 Penalty: 4767.650391
	Iteration 8Q: 3 clusters Score -2182522 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2182892.250000 Penalty: 4767.650391
	Iteration 9Q: 3 clusters Score -2182892 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2183287.500000 Penalty: 4767.650391
	Iteration 10Q: 3 clusters Score -2183288 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2183660.750000 Penalty: 4767.650391
	Iteration 11Q: 3 clusters Score -2183661 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2183975.000000 Penalty: 4767.650391
	Iteration 12Q: 3 clusters Score -2183975 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2184210.000000 Penalty: 4767.650391
	Iteration 13Q: 3 clusters Score -2184210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2184394.250000 Penalty: 4767.650391
	Iteration 14Q: 3 clusters Score -2184394 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2184505.500000 Penalty: 4767.650391
	Iteration 15Q: 3 clusters Score -2184506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2184566.250000 Penalty: 4767.650391
	Iteration 16Q: 3 clusters Score -2184566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2184627.750000 Penalty: 4767.650391
	Iteration 17Q: 3 clusters Score -2184628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2184666.250000 Penalty: 4767.650391
	Iteration 18Q: 3 clusters Score -2184666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2184689.750000 Penalty: 4767.650391
	Iteration 19Q: 3 clusters Score -2184690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2184703.250000 Penalty: 4767.650391
	Iteration 20F: 3 clusters Score -2184703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2184713.500000 Penalty: 4767.650391
	Iteration 21Q: 3 clusters Score -2184714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2184727.750000 Penalty: 4767.650391
	Iteration 22Q: 3 clusters Score -2184728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2184731.500000 Penalty: 4767.650391
	Iteration 23Q: 3 clusters Score -2184732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2184734.750000 Penalty: 4767.650391
	Iteration 24Q: 3 clusters Score -2184735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2184743.250000 Penalty: 4767.650391
	Iteration 25Q: 3 clusters Score -2184743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2184750.750000 Penalty: 4767.650391
	Iteration 26Q: 3 clusters Score -2184751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2184762.000000 Penalty: 4767.650391
	Iteration 27Q: 3 clusters Score -2184762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2184783.500000 Penalty: 4767.650391
	Iteration 28Q: 3 clusters Score -2184784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2184791.250000 Penalty: 4767.650391
	Iteration 29Q: 3 clusters Score -2184791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2184792.750000 Penalty: 4767.650391
	Iteration 30Q: 3 clusters Score -2184793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2184802.500000 Penalty: 4767.650391
	Iteration 31Q: 3 clusters Score -2184802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2184811.000000 Penalty: 4767.650391
	Iteration 32Q: 3 clusters Score -2184811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2184812.500000 Penalty: 4767.650391
	Iteration 33Q: 3 clusters Score -2184812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2184817.250000 Penalty: 4767.650391
	Iteration 34Q: 3 clusters Score -2184817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2184825.500000 Penalty: 4767.650391
	Iteration 35Q: 3 clusters Score -2184826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2184827.750000 Penalty: 4767.650391
	Iteration 36Q: 3 clusters Score -2184828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2184831.500000 Penalty: 4767.650391
	Iteration 37Q: 3 clusters Score -2184832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2184830.500000 Penalty: 4767.650391
	Iteration 38Q: 3 clusters Score -2184830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2184833.000000 Penalty: 4767.650391
	Iteration 39Q: 3 clusters Score -2184833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2184835.000000 Penalty: 4767.650391
	Iteration 40F: 3 clusters Score -2184835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2184837.250000 Penalty: 4767.650391
	Iteration 41Q: 3 clusters Score -2184837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2184839.500000 Penalty: 4767.650391
	Iteration 42Q: 3 clusters Score -2184840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2184840.500000 Penalty: 4767.650391
	Iteration 43Q: 3 clusters Score -2184840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2184842.000000 Penalty: 4767.650391
	Iteration 44Q: 3 clusters Score -2184842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2184839.750000 Penalty: 4767.650391
	Iteration 45Q: 3 clusters Score -2184840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2184840.750000 Penalty: 4767.650391
	Iteration 46Q: 3 clusters Score -2184841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2184843.000000 Penalty: 4767.650391
	Iteration 47Q: 3 clusters Score -2184843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2184843.000000 Penalty: 4767.650391
	Iteration 48Q: 3 clusters Score -2184843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2184845.500000 Penalty: 4767.650391
	Iteration 49Q: 3 clusters Score -2184846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2184846.750000 Penalty: 4767.650391
	Iteration 50Q: 3 clusters Score -2184847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2184847.250000 Penalty: 4767.650391
	Iteration 51Q: 3 clusters Score -2184847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2184847.250000 Penalty: 4767.650391
	Iteration 52F: 3 clusters Score -2184847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Entering Unmasked Estep 
Score: -3714257.500000 Penalty: 2515.565674
	Iteration 0F: 2 clusters Score -3714258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3696754.750000 Penalty: 5031.131348
	Iteration 0F: 3 clusters Score -3696755 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3703491.250000 Penalty: 5031.131348
	Iteration 1F: 3 clusters Score -3703491 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3704775.750000 Penalty: 5031.131348
	Iteration 2F: 3 clusters Score -3704776 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3706518.750000 Penalty: 5031.131348
	Iteration 3F: 3 clusters Score -3706519 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3708485.500000 Penalty: 5031.131348
	Iteration 4F: 3 clusters Score -3708486 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3710224.250000 Penalty: 5031.131348
	Iteration 5F: 3 clusters Score -3710224 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3711237.500000 Penalty: 5031.131348
	Iteration 6F: 3 clusters Score -3711238 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3711592.250000 Penalty: 5031.131348
	Iteration 7Q: 3 clusters Score -3711592 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3711689.000000 Penalty: 5031.131348
	Iteration 8Q: 3 clusters Score -3711689 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3711733.000000 Penalty: 5031.131348
	Iteration 9Q: 3 clusters Score -3711733 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3711742.000000 Penalty: 5031.131348
	Iteration 10Q: 3 clusters Score -3711742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3711744.250000 Penalty: 5031.131348
	Iteration 11Q: 3 clusters Score -3711744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3711751.250000 Penalty: 5031.131348
	Iteration 12Q: 3 clusters Score -3711751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3711744.500000 Penalty: 5031.131348
	Iteration 13Q: 3 clusters Score -3711744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3711756.000000 Penalty: 5031.131348
	Iteration 14Q: 3 clusters Score -3711756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3711754.250000 Penalty: 5031.131348
	Iteration 15Q: 3 clusters Score -3711754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3711748.250000 Penalty: 5031.131348
	Iteration 16Q: 3 clusters Score -3711748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3711758.250000 Penalty: 5031.131348
	Iteration 17Q: 3 clusters Score -3711758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3711759.500000 Penalty: 5031.131348
	Iteration 18Q: 3 clusters Score -3711760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3711757.750000 Penalty: 5031.131348
	Iteration 19Q: 3 clusters Score -3711758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3711756.500000 Penalty: 5031.131348
	Iteration 20F: 3 clusters Score -3711756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Entering Unmasked Estep 
Score: -2934457.250000 Penalty: 2453.296631
	Iteration 0F: 2 clusters Score -2934457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2920419.000000 Penalty: 4906.593262
	Iteration 0F: 3 clusters Score -2920419 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2925402.750000 Penalty: 4906.593262
	Iteration 1F: 3 clusters Score -2925403 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2925978.500000 Penalty: 4906.593262
	Iteration 2F: 3 clusters Score -2925978 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2926534.250000 Penalty: 4906.593262
	Iteration 3F: 3 clusters Score -2926534 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2927094.250000 Penalty: 4906.593262
	Iteration 4F: 3 clusters Score -2927094 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2927572.000000 Penalty: 4906.593262
	Iteration 5Q: 3 clusters Score -2927572 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2928074.250000 Penalty: 4906.593262
	Iteration 6Q: 3 clusters Score -2928074 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2928614.500000 Penalty: 4906.593262
	Iteration 7Q: 3 clusters Score -2928614 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2929203.500000 Penalty: 4906.593262
	Iteration 8Q: 3 clusters Score -2929204 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2929800.500000 Penalty: 4906.593262
	Iteration 9Q: 3 clusters Score -2929800 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2930385.250000 Penalty: 4906.593262
	Iteration 10Q: 3 clusters Score -2930385 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2930901.500000 Penalty: 4906.593262
	Iteration 11Q: 3 clusters Score -2930902 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2931297.250000 Penalty: 4906.593262
	Iteration 12Q: 3 clusters Score -2931297 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2931595.750000 Penalty: 4906.593262
	Iteration 13Q: 3 clusters Score -2931596 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2931822.000000 Penalty: 4906.593262
	Iteration 14Q: 3 clusters Score -2931822 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2931955.250000 Penalty: 4906.593262
	Iteration 15Q: 3 clusters Score -2931955 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2932069.500000 Penalty: 4906.593262
	Iteration 16Q: 3 clusters Score -2932070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2932138.500000 Penalty: 4906.593262
	Iteration 17Q: 3 clusters Score -2932138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2932183.250000 Penalty: 4906.593262
	Iteration 18Q: 3 clusters Score -2932183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2932217.500000 Penalty: 4906.593262
	Iteration 19Q: 3 clusters Score -2932218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2932244.000000 Penalty: 4906.593262
	Iteration 20F: 3 clusters Score -2932244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2932269.500000 Penalty: 4906.593262
	Iteration 21Q: 3 clusters Score -2932270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2932277.500000 Penalty: 4906.593262
	Iteration 22Q: 3 clusters Score -2932278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2932280.250000 Penalty: 4906.593262
	Iteration 23Q: 3 clusters Score -2932280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2932286.000000 Penalty: 4906.593262
	Iteration 24Q: 3 clusters Score -2932286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2932290.750000 Penalty: 4906.593262
	Iteration 25Q: 3 clusters Score -2932291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2932295.000000 Penalty: 4906.593262
	Iteration 26Q: 3 clusters Score -2932295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2932304.500000 Penalty: 4906.593262
	Iteration 27Q: 3 clusters Score -2932304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2932310.250000 Penalty: 4906.593262
	Iteration 28Q: 3 clusters Score -2932310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2932312.500000 Penalty: 4906.593262
	Iteration 29Q: 3 clusters Score -2932312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2932310.750000 Penalty: 4906.593262
	Iteration 30Q: 3 clusters Score -2932311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2932312.750000 Penalty: 4906.593262
	Iteration 31Q: 3 clusters Score -2932313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2932316.000000 Penalty: 4906.593262
	Iteration 32Q: 3 clusters Score -2932316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2932316.000000 Penalty: 4906.593262
	Iteration 33F: 3 clusters Score -2932316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -184038.484375 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -184038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181807.343750 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -181807.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -183164.546875 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -183164.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -184274.375000 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -184274.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -185068.593750 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -185068.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -185532.843750 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -185532.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -185944.234375 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -185944.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -186268.234375 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -186268.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -186437.765625 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -186437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -186521.671875 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -186521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -186572.718750 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -186572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -186621.296875 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -186621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -186636.937500 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -186636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -186687.640625 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -186687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -186723.968750 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -186724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -186733.468750 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -186733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -186733.468750 Penalty: 3664.303711
	Iteration 15F: 3 clusters Score -186733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 13717 members 
Mstep: Class 18 contains 251874 members 
Mstep: Class 19 contains 29624 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 158 members 
Entering Unmasked Estep 
Score: -95400216.000000 Penalty: 69797.968750
Splitting cluster 12 changes total score from -95376712.000000 to -95400216.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (118131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Entering Unmasked Estep 
Score: -17680026.000000 Penalty: 2896.528320
	Iteration 0F: 2 clusters Score -1.768003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -17601084.000000 Penalty: 5793.056641
	Iteration 0F: 3 clusters Score -1.760108e+07 nChanged 55985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -17633112.000000 Penalty: 5793.056641
	Iteration 1F: 3 clusters Score -1.763311e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -17633782.000000 Penalty: 5793.056641
	Iteration 2Q: 3 clusters Score -1.763378e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -17634396.000000 Penalty: 5793.056641
	Iteration 3Q: 3 clusters Score -1.76344e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -17635460.000000 Penalty: 5793.056641
	Iteration 4Q: 3 clusters Score -1.763546e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -17637042.000000 Penalty: 5793.056641
	Iteration 5Q: 3 clusters Score -1.763704e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -17639728.000000 Penalty: 5793.056641
	Iteration 6Q: 3 clusters Score -1.763973e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -17644562.000000 Penalty: 5793.056641
	Iteration 7F: 3 clusters Score -1.764456e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -17651522.000000 Penalty: 5793.056641
	Iteration 8F: 3 clusters Score -1.765152e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -17660162.000000 Penalty: 5793.056641
	Iteration 9F: 3 clusters Score -1.766016e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -17667224.000000 Penalty: 5793.056641
	Iteration 10F: 3 clusters Score -1.766722e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -17670534.000000 Penalty: 5793.056641
	Iteration 11Q: 3 clusters Score -1.767053e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -17672480.000000 Penalty: 5793.056641
	Iteration 12Q: 3 clusters Score -1.767248e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -17673754.000000 Penalty: 5793.056641
	Iteration 13Q: 3 clusters Score -1.767375e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -17674750.000000 Penalty: 5793.056641
	Iteration 14Q: 3 clusters Score -1.767475e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -17675564.000000 Penalty: 5793.056641
	Iteration 15Q: 3 clusters Score -1.767556e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -17676142.000000 Penalty: 5793.056641
	Iteration 16Q: 3 clusters Score -1.767614e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -17676468.000000 Penalty: 5793.056641
	Iteration 17Q: 3 clusters Score -1.767647e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -17676848.000000 Penalty: 5793.056641
	Iteration 18Q: 3 clusters Score -1.767685e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -17677090.000000 Penalty: 5793.056641
	Iteration 19Q: 3 clusters Score -1.767709e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -17677238.000000 Penalty: 5793.056641
	Iteration 20F: 3 clusters Score -1.767724e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -17677426.000000 Penalty: 5793.056641
	Iteration 21Q: 3 clusters Score -1.767743e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -17677580.000000 Penalty: 5793.056641
	Iteration 22Q: 3 clusters Score -1.767758e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -17677726.000000 Penalty: 5793.056641
	Iteration 23Q: 3 clusters Score -1.767773e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -17677856.000000 Penalty: 5793.056641
	Iteration 24Q: 3 clusters Score -1.767786e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -17677972.000000 Penalty: 5793.056641
	Iteration 25Q: 3 clusters Score -1.767797e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -17678014.000000 Penalty: 5793.056641
	Iteration 26Q: 3 clusters Score -1.767801e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -17678020.000000 Penalty: 5793.056641
	Iteration 27Q: 3 clusters Score -1.767802e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -17678104.000000 Penalty: 5793.056641
	Iteration 28Q: 3 clusters Score -1.76781e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -17678146.000000 Penalty: 5793.056641
	Iteration 29Q: 3 clusters Score -1.767815e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -17678142.000000 Penalty: 5793.056641
	Iteration 30Q: 3 clusters Score -1.767814e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -17678216.000000 Penalty: 5793.056641
	Iteration 31Q: 3 clusters Score -1.767822e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -17678248.000000 Penalty: 5793.056641
	Iteration 32Q: 3 clusters Score -1.767825e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -17678252.000000 Penalty: 5793.056641
	Iteration 33Q: 3 clusters Score -1.767825e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -17678300.000000 Penalty: 5793.056641
	Iteration 34Q: 3 clusters Score -1.76783e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -17678352.000000 Penalty: 5793.056641
	Iteration 35Q: 3 clusters Score -1.767835e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -17678332.000000 Penalty: 5793.056641
	Iteration 36Q: 3 clusters Score -1.767833e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -17678352.000000 Penalty: 5793.056641
	Iteration 37Q: 3 clusters Score -1.767835e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -17678326.000000 Penalty: 5793.056641
	Iteration 38Q: 3 clusters Score -1.767833e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104827 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -17678354.000000 Penalty: 5793.056641
	Iteration 39Q: 3 clusters Score -1.767835e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -17678396.000000 Penalty: 5793.056641
	Iteration 40F: 3 clusters Score -1.76784e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -17678372.000000 Penalty: 5793.056641
	Iteration 41Q: 3 clusters Score -1.767837e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -17678398.000000 Penalty: 5793.056641
	Iteration 42Q: 3 clusters Score -1.76784e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -17678424.000000 Penalty: 5793.056641
	Iteration 43Q: 3 clusters Score -1.767842e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -17678412.000000 Penalty: 5793.056641
	Iteration 44Q: 3 clusters Score -1.767841e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -17678422.000000 Penalty: 5793.056641
	Iteration 45Q: 3 clusters Score -1.767842e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -17678448.000000 Penalty: 5793.056641
	Iteration 46Q: 3 clusters Score -1.767845e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -17678504.000000 Penalty: 5793.056641
	Iteration 47Q: 3 clusters Score -1.76785e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -17678514.000000 Penalty: 5793.056641
	Iteration 48Q: 3 clusters Score -1.767851e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -17678522.000000 Penalty: 5793.056641
	Iteration 49Q: 3 clusters Score -1.767852e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -17678536.000000 Penalty: 5793.056641
	Iteration 50Q: 3 clusters Score -1.767854e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -17678544.000000 Penalty: 5793.056641
	Iteration 51Q: 3 clusters Score -1.767854e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -17678542.000000 Penalty: 5793.056641
	Iteration 52Q: 3 clusters Score -1.767854e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -17678546.000000 Penalty: 5793.056641
	Iteration 53Q: 3 clusters Score -1.767855e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -17678562.000000 Penalty: 5793.056641
	Iteration 54Q: 3 clusters Score -1.767856e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -17678570.000000 Penalty: 5793.056641
	Iteration 55Q: 3 clusters Score -1.767857e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -17678568.000000 Penalty: 5793.056641
	Iteration 56Q: 3 clusters Score -1.767857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -17678572.000000 Penalty: 5793.056641
	Iteration 57Q: 3 clusters Score -1.767857e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -17678564.000000 Penalty: 5793.056641
	Iteration 58Q: 3 clusters Score -1.767856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -17678590.000000 Penalty: 5793.056641
	Iteration 59Q: 3 clusters Score -1.767859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -17678598.000000 Penalty: 5793.056641
	Iteration 60F: 3 clusters Score -1.76786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106899 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -17678612.000000 Penalty: 5793.056641
	Iteration 61Q: 3 clusters Score -1.767861e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -17678626.000000 Penalty: 5793.056641
	Iteration 62Q: 3 clusters Score -1.767863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -17678636.000000 Penalty: 5793.056641
	Iteration 63Q: 3 clusters Score -1.767864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -17678636.000000 Penalty: 5793.056641
	Iteration 64Q: 3 clusters Score -1.767864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -17678632.000000 Penalty: 5793.056641
	Iteration 65Q: 3 clusters Score -1.767863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -17678624.000000 Penalty: 5793.056641
	Iteration 66Q: 3 clusters Score -1.767862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -17678630.000000 Penalty: 5793.056641
	Iteration 67Q: 3 clusters Score -1.767863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -17678620.000000 Penalty: 5793.056641
	Iteration 68Q: 3 clusters Score -1.767862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -17678620.000000 Penalty: 5793.056641
	Iteration 69Q: 3 clusters Score -1.767862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -17678616.000000 Penalty: 5793.056641
	Iteration 70Q: 3 clusters Score -1.767862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -17678618.000000 Penalty: 5793.056641
	Iteration 71Q: 3 clusters Score -1.767862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -17678618.000000 Penalty: 5793.056641
	Iteration 72Q: 3 clusters Score -1.767862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -17678616.000000 Penalty: 5793.056641
	Iteration 73Q: 3 clusters Score -1.767862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -17678614.000000 Penalty: 5793.056641
	Iteration 74Q: 3 clusters Score -1.767861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107184 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -17678612.000000 Penalty: 5793.056641
	Iteration 75Q: 3 clusters Score -1.767861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -17678626.000000 Penalty: 5793.056641
	Iteration 76Q: 3 clusters Score -1.767863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -17678622.000000 Penalty: 5793.056641
	Iteration 77Q: 3 clusters Score -1.767862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -17678626.000000 Penalty: 5793.056641
	Iteration 78Q: 3 clusters Score -1.767863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -17678628.000000 Penalty: 5793.056641
	Iteration 79Q: 3 clusters Score -1.767863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -17678620.000000 Penalty: 5793.056641
	Iteration 80F: 3 clusters Score -1.767862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -17678626.000000 Penalty: 5793.056641
	Iteration 81Q: 3 clusters Score -1.767863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -17678638.000000 Penalty: 5793.056641
	Iteration 82Q: 3 clusters Score -1.767864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -17678634.000000 Penalty: 5793.056641
	Iteration 83Q: 3 clusters Score -1.767863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -17678638.000000 Penalty: 5793.056641
	Iteration 84Q: 3 clusters Score -1.767864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -17678624.000000 Penalty: 5793.056641
	Iteration 85Q: 3 clusters Score -1.767862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -17678612.000000 Penalty: 5793.056641
	Iteration 86Q: 3 clusters Score -1.767861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -17678606.000000 Penalty: 5793.056641
	Iteration 87Q: 3 clusters Score -1.767861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -17678616.000000 Penalty: 5793.056641
	Iteration 88Q: 3 clusters Score -1.767862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -17678610.000000 Penalty: 5793.056641
	Iteration 89Q: 3 clusters Score -1.767861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -17678610.000000 Penalty: 5793.056641
	Iteration 90F: 3 clusters Score -1.767861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Entering Unmasked Estep 
Score: -10179238.000000 Penalty: 2763.350586
	Iteration 0F: 2 clusters Score -1.017924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -10132932.000000 Penalty: 5526.701172
	Iteration 0F: 3 clusters Score -1.013293e+07 nChanged 32234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -10151038.000000 Penalty: 5526.701172
	Iteration 1F: 3 clusters Score -1.015104e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -10151833.000000 Penalty: 5526.701172
	Iteration 2Q: 3 clusters Score -1.015183e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -10152634.000000 Penalty: 5526.701172
	Iteration 3Q: 3 clusters Score -1.015263e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -10153876.000000 Penalty: 5526.701172
	Iteration 4Q: 3 clusters Score -1.015388e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -10155265.000000 Penalty: 5526.701172
	Iteration 5Q: 3 clusters Score -1.015526e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -10157031.000000 Penalty: 5526.701172
	Iteration 6Q: 3 clusters Score -1.015703e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -10159364.000000 Penalty: 5526.701172
	Iteration 7F: 3 clusters Score -1.015936e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -10162067.000000 Penalty: 5526.701172
	Iteration 8F: 3 clusters Score -1.016207e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -10164989.000000 Penalty: 5526.701172
	Iteration 9F: 3 clusters Score -1.016499e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -10167645.000000 Penalty: 5526.701172
	Iteration 10F: 3 clusters Score -1.016764e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -10170073.000000 Penalty: 5526.701172
	Iteration 11Q: 3 clusters Score -1.017007e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -10172044.000000 Penalty: 5526.701172
	Iteration 12Q: 3 clusters Score -1.017204e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -10173669.000000 Penalty: 5526.701172
	Iteration 13Q: 3 clusters Score -1.017367e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -10174959.000000 Penalty: 5526.701172
	Iteration 14Q: 3 clusters Score -1.017496e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -10175874.000000 Penalty: 5526.701172
	Iteration 15Q: 3 clusters Score -1.017587e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -10176556.000000 Penalty: 5526.701172
	Iteration 16Q: 3 clusters Score -1.017656e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -10176978.000000 Penalty: 5526.701172
	Iteration 17Q: 3 clusters Score -1.017698e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -10177193.000000 Penalty: 5526.701172
	Iteration 18Q: 3 clusters Score -1.017719e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -10177319.000000 Penalty: 5526.701172
	Iteration 19Q: 3 clusters Score -1.017732e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -10177401.000000 Penalty: 5526.701172
	Iteration 20F: 3 clusters Score -1.01774e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -10177481.000000 Penalty: 5526.701172
	Iteration 21Q: 3 clusters Score -1.017748e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -10177530.000000 Penalty: 5526.701172
	Iteration 22Q: 3 clusters Score -1.017753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -10177578.000000 Penalty: 5526.701172
	Iteration 23Q: 3 clusters Score -1.017758e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -10177586.000000 Penalty: 5526.701172
	Iteration 24Q: 3 clusters Score -1.017759e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -10177610.000000 Penalty: 5526.701172
	Iteration 25Q: 3 clusters Score -1.017761e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -10177628.000000 Penalty: 5526.701172
	Iteration 26Q: 3 clusters Score -1.017763e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -10177623.000000 Penalty: 5526.701172
	Iteration 27Q: 3 clusters Score -1.017762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -10177639.000000 Penalty: 5526.701172
	Iteration 28Q: 3 clusters Score -1.017764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -10177647.000000 Penalty: 5526.701172
	Iteration 29Q: 3 clusters Score -1.017765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -10177649.000000 Penalty: 5526.701172
	Iteration 30Q: 3 clusters Score -1.017765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -10177648.000000 Penalty: 5526.701172
	Iteration 31Q: 3 clusters Score -1.017765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -10177653.000000 Penalty: 5526.701172
	Iteration 32Q: 3 clusters Score -1.017765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -10177646.000000 Penalty: 5526.701172
	Iteration 33Q: 3 clusters Score -1.017765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -10177658.000000 Penalty: 5526.701172
	Iteration 34Q: 3 clusters Score -1.017766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -10177661.000000 Penalty: 5526.701172
	Iteration 35Q: 3 clusters Score -1.017766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -10177661.000000 Penalty: 5526.701172
	Iteration 36Q: 3 clusters Score -1.017766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -10177658.000000 Penalty: 5526.701172
	Iteration 37Q: 3 clusters Score -1.017766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -10177659.000000 Penalty: 5526.701172
	Iteration 38Q: 3 clusters Score -1.017766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -10177659.000000 Penalty: 5526.701172
	Iteration 39Q: 3 clusters Score -1.017766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -10177661.000000 Penalty: 5526.701172
	Iteration 40F: 3 clusters Score -1.017766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -639724.312500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -639724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -635683.000000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -635683 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -638956.062500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -638956.1 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -644539.375000 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -644539.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -646730.250000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -646730.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -647249.312500 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -647249.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -647549.687500 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -647549.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -647668.812500 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -647668.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -647691.125000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -647691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -647702.750000 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -647702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -647716.125000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -647716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -647740.000000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -647740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -647784.562500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -647784.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -647831.625000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -647831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -647865.437500 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -647865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -647876.000000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -647876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -647876.562500 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -647876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -647876.562500 Penalty: 4167.729004
	Iteration 16F: 3 clusters Score -647876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 13717 members 
Mstep: Class 18 contains 251874 members 
Mstep: Class 19 contains 29624 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 870 members 
Entering Unmasked Estep 
Score: -95406616.000000 Penalty: 73121.679688
Splitting cluster 15 changes total score from -95376712.000000 to -95406616.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -919355.750000 Penalty: 2182.988281
	Iteration 0F: 2 clusters Score -919355.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -913792.312500 Penalty: 4365.976562
	Iteration 0F: 3 clusters Score -913792.3 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -915343.062500 Penalty: 4365.976562
	Iteration 1F: 3 clusters Score -915343.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -915682.187500 Penalty: 4365.976562
	Iteration 2F: 3 clusters Score -915682.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -915962.125000 Penalty: 4365.976562
	Iteration 3F: 3 clusters Score -915962.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -916229.875000 Penalty: 4365.976562
	Iteration 4F: 3 clusters Score -916229.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -916528.562500 Penalty: 4365.976562
	Iteration 5F: 3 clusters Score -916528.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -916815.312500 Penalty: 4365.976562
	Iteration 6F: 3 clusters Score -916815.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -917056.187500 Penalty: 4365.976562
	Iteration 7Q: 3 clusters Score -917056.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -917247.000000 Penalty: 4365.976562
	Iteration 8Q: 3 clusters Score -917247 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -917406.187500 Penalty: 4365.976562
	Iteration 9Q: 3 clusters Score -917406.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -917578.187500 Penalty: 4365.976562
	Iteration 10Q: 3 clusters Score -917578.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -917702.875000 Penalty: 4365.976562
	Iteration 11Q: 3 clusters Score -917702.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -917781.750000 Penalty: 4365.976562
	Iteration 12Q: 3 clusters Score -917781.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -917843.500000 Penalty: 4365.976562
	Iteration 13Q: 3 clusters Score -917843.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -917894.812500 Penalty: 4365.976562
	Iteration 14Q: 3 clusters Score -917894.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -917935.250000 Penalty: 4365.976562
	Iteration 15Q: 3 clusters Score -917935.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -917970.937500 Penalty: 4365.976562
	Iteration 16Q: 3 clusters Score -917970.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -917999.250000 Penalty: 4365.976562
	Iteration 17Q: 3 clusters Score -917999.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -918023.500000 Penalty: 4365.976562
	Iteration 18Q: 3 clusters Score -918023.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -918041.312500 Penalty: 4365.976562
	Iteration 19Q: 3 clusters Score -918041.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -918055.437500 Penalty: 4365.976562
	Iteration 20F: 3 clusters Score -918055.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -918068.062500 Penalty: 4365.976562
	Iteration 21Q: 3 clusters Score -918068.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -918078.625000 Penalty: 4365.976562
	Iteration 22Q: 3 clusters Score -918078.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -918082.812500 Penalty: 4365.976562
	Iteration 23Q: 3 clusters Score -918082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -918087.125000 Penalty: 4365.976562
	Iteration 24Q: 3 clusters Score -918087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -918093.687500 Penalty: 4365.976562
	Iteration 25Q: 3 clusters Score -918093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -918096.625000 Penalty: 4365.976562
	Iteration 26Q: 3 clusters Score -918096.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -918099.875000 Penalty: 4365.976562
	Iteration 27Q: 3 clusters Score -918099.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -918104.187500 Penalty: 4365.976562
	Iteration 28Q: 3 clusters Score -918104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -918106.437500 Penalty: 4365.976562
	Iteration 29Q: 3 clusters Score -918106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -918107.937500 Penalty: 4365.976562
	Iteration 30Q: 3 clusters Score -918107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -918108.312500 Penalty: 4365.976562
	Iteration 31Q: 3 clusters Score -918108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -918109.625000 Penalty: 4365.976562
	Iteration 32Q: 3 clusters Score -918109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -918109.562500 Penalty: 4365.976562
	Iteration 33Q: 3 clusters Score -918109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -918112.312500 Penalty: 4365.976562
	Iteration 34Q: 3 clusters Score -918112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -918112.750000 Penalty: 4365.976562
	Iteration 35Q: 3 clusters Score -918112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -918112.187500 Penalty: 4365.976562
	Iteration 36Q: 3 clusters Score -918112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -918113.875000 Penalty: 4365.976562
	Iteration 37Q: 3 clusters Score -918113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -918113.250000 Penalty: 4365.976562
	Iteration 38Q: 3 clusters Score -918113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -918113.250000 Penalty: 4365.976562
	Iteration 39F: 3 clusters Score -918113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Entering Unmasked Estep 
Score: -1945254.125000 Penalty: 2362.544922
	Iteration 0F: 2 clusters Score -1945254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1935283.375000 Penalty: 4725.089844
	Iteration 0F: 3 clusters Score -1935283 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1939481.625000 Penalty: 4725.089844
	Iteration 1F: 3 clusters Score -1939482 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1941525.750000 Penalty: 4725.089844
	Iteration 2F: 3 clusters Score -1941526 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1944185.625000 Penalty: 4725.089844
	Iteration 3F: 3 clusters Score -1944186 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1946633.875000 Penalty: 4725.089844
	Iteration 4F: 3 clusters Score -1946634 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1948675.250000 Penalty: 4725.089844
	Iteration 5F: 3 clusters Score -1948675 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1950523.375000 Penalty: 4725.089844
	Iteration 6F: 3 clusters Score -1950523 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1951796.125000 Penalty: 4725.089844
	Iteration 7Q: 3 clusters Score -1951796 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1952023.125000 Penalty: 4725.089844
	Iteration 8Q: 3 clusters Score -1952023 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1952074.000000 Penalty: 4725.089844
	Iteration 9Q: 3 clusters Score -1952074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1952090.875000 Penalty: 4725.089844
	Iteration 10Q: 3 clusters Score -1952091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1952100.875000 Penalty: 4725.089844
	Iteration 11Q: 3 clusters Score -1952101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1952102.750000 Penalty: 4725.089844
	Iteration 12Q: 3 clusters Score -1952103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1952106.625000 Penalty: 4725.089844
	Iteration 13Q: 3 clusters Score -1952107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1952106.625000 Penalty: 4725.089844
	Iteration 14Q: 3 clusters Score -1952107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1952109.000000 Penalty: 4725.089844
	Iteration 15Q: 3 clusters Score -1952109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1952110.500000 Penalty: 4725.089844
	Iteration 16Q: 3 clusters Score -1952110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1952108.125000 Penalty: 4725.089844
	Iteration 17Q: 3 clusters Score -1952108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1952107.500000 Penalty: 4725.089844
	Iteration 18Q: 3 clusters Score -1952108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1952107.875000 Penalty: 4725.089844
	Iteration 19Q: 3 clusters Score -1952108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1952108.750000 Penalty: 4725.089844
	Iteration 20F: 3 clusters Score -1952109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1952111.250000 Penalty: 4725.089844
	Iteration 21Q: 3 clusters Score -1952111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1952111.250000 Penalty: 4725.089844
	Iteration 22F: 3 clusters Score -1952111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 251874 members 
Mstep: Class 19 contains 29624 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
Score: -95412000.000000 Penalty: 76445.390625
Splitting cluster 17 changes total score from -95376712.000000 to -95412000.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (251874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251874 members 
Entering Unmasked Estep 
Score: -37464316.000000 Penalty: 3084.297852
	Iteration 0F: 2 clusters Score -3.746432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126347 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -37337964.000000 Penalty: 6168.595703
	Iteration 0F: 3 clusters Score -3.733796e+07 nChanged 121514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Mstep: Class 2 contains 120161 members 
Entering Unmasked Estep 
Score: -37410408.000000 Penalty: 6168.595703
	Iteration 1F: 3 clusters Score -3.741041e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132761 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -37412372.000000 Penalty: 6168.595703
	Iteration 2Q: 3 clusters Score -3.741237e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 118560 members 
Entering Unmasked Estep 
Score: -37416132.000000 Penalty: 6168.595703
	Iteration 3Q: 3 clusters Score -3.741613e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132670 members 
Mstep: Class 2 contains 119204 members 
Entering Unmasked Estep 
Score: -37421768.000000 Penalty: 6168.595703
	Iteration 4F: 3 clusters Score -3.742177e+07 nChanged 16136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -37430128.000000 Penalty: 6168.595703
	Iteration 5F: 3 clusters Score -3.743013e+07 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124737 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -37442204.000000 Penalty: 6168.595703
	Iteration 6F: 3 clusters Score -3.74422e+07 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 133864 members 
Entering Unmasked Estep 
Score: -37453088.000000 Penalty: 6168.595703
	Iteration 7F: 3 clusters Score -3.745309e+07 nChanged 14387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -37459148.000000 Penalty: 6168.595703
	Iteration 8F: 3 clusters Score -3.745915e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -37462040.000000 Penalty: 6168.595703
	Iteration 9Q: 3 clusters Score -3.746204e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -37463140.000000 Penalty: 6168.595703
	Iteration 10Q: 3 clusters Score -3.746314e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 163326 members 
Entering Unmasked Estep 
Score: -37463220.000000 Penalty: 6168.595703
	Iteration 11Q: 3 clusters Score -3.746322e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -37463016.000000 Penalty: 6168.595703
	Iteration 12Q: 3 clusters Score -3.746302e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 178063 members 
Entering Unmasked Estep 
Score: -37463108.000000 Penalty: 6168.595703
	Iteration 13Q: 3 clusters Score -3.746311e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 183768 members 
Entering Unmasked Estep 
Score: -37462232.000000 Penalty: 6168.595703
	Iteration 14Q: 3 clusters Score -3.746223e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 187871 members 
Entering Unmasked Estep 
Score: -37461152.000000 Penalty: 6168.595703
	Iteration 15Q: 3 clusters Score -3.746115e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 190645 members 
Entering Unmasked Estep 
Score: -37459956.000000 Penalty: 6168.595703
	Iteration 16Q: 3 clusters Score -3.745996e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 192160 members 
Entering Unmasked Estep 
Score: -37458704.000000 Penalty: 6168.595703
	Iteration 17Q: 3 clusters Score -3.74587e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 192641 members 
Entering Unmasked Estep 
Score: -37457768.000000 Penalty: 6168.595703
	Iteration 18Q: 3 clusters Score -3.745777e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 192374 members 
Entering Unmasked Estep 
Score: -37456876.000000 Penalty: 6168.595703
	Iteration 19Q: 3 clusters Score -3.745688e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 191553 members 
Entering Unmasked Estep 
Score: -37456560.000000 Penalty: 6168.595703
	Iteration 20F: 3 clusters Score -3.745656e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 190382 members 
Entering Unmasked Estep 
Score: -37456304.000000 Penalty: 6168.595703
	Iteration 21Q: 3 clusters Score -3.74563e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 188894 members 
Entering Unmasked Estep 
Score: -37455752.000000 Penalty: 6168.595703
	Iteration 22Q: 3 clusters Score -3.745575e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 187027 members 
Entering Unmasked Estep 
Score: -37455604.000000 Penalty: 6168.595703
	Iteration 23Q: 3 clusters Score -3.74556e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 184861 members 
Entering Unmasked Estep 
Score: -37455508.000000 Penalty: 6168.595703
	Iteration 24Q: 3 clusters Score -3.745551e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 182433 members 
Entering Unmasked Estep 
Score: -37455504.000000 Penalty: 6168.595703
	Iteration 25Q: 3 clusters Score -3.74555e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -37455776.000000 Penalty: 6168.595703
	Iteration 26Q: 3 clusters Score -3.745578e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 177140 members 
Entering Unmasked Estep 
Score: -37455980.000000 Penalty: 6168.595703
	Iteration 27Q: 3 clusters Score -3.745598e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -37455876.000000 Penalty: 6168.595703
	Iteration 28Q: 3 clusters Score -3.745588e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 171114 members 
Entering Unmasked Estep 
Score: -37456160.000000 Penalty: 6168.595703
	Iteration 29Q: 3 clusters Score -3.745616e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 167823 members 
Entering Unmasked Estep 
Score: -37456404.000000 Penalty: 6168.595703
	Iteration 30Q: 3 clusters Score -3.74564e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 164293 members 
Entering Unmasked Estep 
Score: -37456876.000000 Penalty: 6168.595703
	Iteration 31Q: 3 clusters Score -3.745688e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 160651 members 
Entering Unmasked Estep 
Score: -37457412.000000 Penalty: 6168.595703
	Iteration 32Q: 3 clusters Score -3.745741e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -37457888.000000 Penalty: 6168.595703
	Iteration 33Q: 3 clusters Score -3.745789e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -37458636.000000 Penalty: 6168.595703
	Iteration 34Q: 3 clusters Score -3.745864e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 148702 members 
Entering Unmasked Estep 
Score: -37459260.000000 Penalty: 6168.595703
	Iteration 35Q: 3 clusters Score -3.745926e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -37460448.000000 Penalty: 6168.595703
	Iteration 36Q: 3 clusters Score -3.746045e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110979 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -37461452.000000 Penalty: 6168.595703
	Iteration 37Q: 3 clusters Score -3.746145e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Mstep: Class 2 contains 137480 members 
Entering Unmasked Estep 
Score: -37462532.000000 Penalty: 6168.595703
	Iteration 38Q: 3 clusters Score -3.746253e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 133765 members 
Entering Unmasked Estep 
Score: -37463972.000000 Penalty: 6168.595703
	Iteration 39Q: 3 clusters Score -3.746397e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122194 members 
Mstep: Class 2 contains 129680 members 
Entering Unmasked Estep 
Score: -37465400.000000 Penalty: 6168.595703
	Iteration 40F: 3 clusters Score -3.74654e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -37466220.000000 Penalty: 6168.595703
	Iteration 41Q: 3 clusters Score -3.746622e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 119680 members 
Entering Unmasked Estep 
Score: -37466976.000000 Penalty: 6168.595703
	Iteration 42Q: 3 clusters Score -3.746698e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -37467304.000000 Penalty: 6168.595703
	Iteration 43Q: 3 clusters Score -3.74673e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141234 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -37467140.000000 Penalty: 6168.595703
	Iteration 44Q: 3 clusters Score -3.746714e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145179 members 
Mstep: Class 2 contains 106695 members 
Entering Unmasked Estep 
Score: -37466940.000000 Penalty: 6168.595703
	Iteration 45Q: 3 clusters Score -3.746694e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -37467124.000000 Penalty: 6168.595703
	Iteration 46Q: 3 clusters Score -3.746712e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -37466620.000000 Penalty: 6168.595703
	Iteration 47Q: 3 clusters Score -3.746662e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
Score: -37466696.000000 Penalty: 6168.595703
	Iteration 48Q: 3 clusters Score -3.74667e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -37466320.000000 Penalty: 6168.595703
	Iteration 49Q: 3 clusters Score -3.746632e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -37465768.000000 Penalty: 6168.595703
	Iteration 50Q: 3 clusters Score -3.746577e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -37465084.000000 Penalty: 6168.595703
	Iteration 51Q: 3 clusters Score -3.746508e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161660 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -37464500.000000 Penalty: 6168.595703
	Iteration 52Q: 3 clusters Score -3.74645e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -37464068.000000 Penalty: 6168.595703
	Iteration 53Q: 3 clusters Score -3.746407e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -37463896.000000 Penalty: 6168.595703
	Iteration 54Q: 3 clusters Score -3.74639e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157953 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -37463500.000000 Penalty: 6168.595703
	Iteration 55Q: 3 clusters Score -3.74635e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 96043 members 
Entering Unmasked Estep 
Score: -37463416.000000 Penalty: 6168.595703
	Iteration 56Q: 3 clusters Score -3.746342e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -37463704.000000 Penalty: 6168.595703
	Iteration 57Q: 3 clusters Score -3.74637e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150824 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -37463984.000000 Penalty: 6168.595703
	Iteration 58Q: 3 clusters Score -3.746398e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148262 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -37464172.000000 Penalty: 6168.595703
	Iteration 59Q: 3 clusters Score -3.746417e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -37465616.000000 Penalty: 6168.595703
	Iteration 60F: 3 clusters Score -3.746562e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143449 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -37465960.000000 Penalty: 6168.595703
	Iteration 61Q: 3 clusters Score -3.746596e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141231 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -37466008.000000 Penalty: 6168.595703
	Iteration 62Q: 3 clusters Score -3.746601e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138859 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -37466136.000000 Penalty: 6168.595703
	Iteration 63Q: 3 clusters Score -3.746614e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -37466548.000000 Penalty: 6168.595703
	Iteration 64Q: 3 clusters Score -3.746655e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133306 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -37466936.000000 Penalty: 6168.595703
	Iteration 65Q: 3 clusters Score -3.746694e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129971 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -37467696.000000 Penalty: 6168.595703
	Iteration 66Q: 3 clusters Score -3.74677e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 125518 members 
Entering Unmasked Estep 
Score: -37468440.000000 Penalty: 6168.595703
	Iteration 67Q: 3 clusters Score -3.746844e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122748 members 
Mstep: Class 2 contains 129126 members 
Entering Unmasked Estep 
Score: -37468900.000000 Penalty: 6168.595703
	Iteration 68Q: 3 clusters Score -3.74689e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119312 members 
Mstep: Class 2 contains 132562 members 
Entering Unmasked Estep 
Score: -37469352.000000 Penalty: 6168.595703
	Iteration 69Q: 3 clusters Score -3.746935e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116260 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -37469432.000000 Penalty: 6168.595703
	Iteration 70Q: 3 clusters Score -3.746943e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 138186 members 
Entering Unmasked Estep 
Score: -37469476.000000 Penalty: 6168.595703
	Iteration 71Q: 3 clusters Score -3.746948e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 140314 members 
Entering Unmasked Estep 
Score: -37469600.000000 Penalty: 6168.595703
	Iteration 72Q: 3 clusters Score -3.74696e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109861 members 
Mstep: Class 2 contains 142013 members 
Entering Unmasked Estep 
Score: -37469512.000000 Penalty: 6168.595703
	Iteration 73Q: 3 clusters Score -3.746951e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 143359 members 
Entering Unmasked Estep 
Score: -37469256.000000 Penalty: 6168.595703
	Iteration 74Q: 3 clusters Score -3.746926e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107664 members 
Mstep: Class 2 contains 144210 members 
Entering Unmasked Estep 
Score: -37468936.000000 Penalty: 6168.595703
	Iteration 75Q: 3 clusters Score -3.746894e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -37468880.000000 Penalty: 6168.595703
	Iteration 76Q: 3 clusters Score -3.746888e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -37468548.000000 Penalty: 6168.595703
	Iteration 77Q: 3 clusters Score -3.746855e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -37468136.000000 Penalty: 6168.595703
	Iteration 78Q: 3 clusters Score -3.746814e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -37467764.000000 Penalty: 6168.595703
	Iteration 79Q: 3 clusters Score -3.746776e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 141715 members 
Entering Unmasked Estep 
Score: -37467976.000000 Penalty: 6168.595703
	Iteration 80F: 3 clusters Score -3.746798e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 140170 members 
Entering Unmasked Estep 
Score: -37468008.000000 Penalty: 6168.595703
	Iteration 81Q: 3 clusters Score -3.746801e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113539 members 
Mstep: Class 2 contains 138335 members 
Entering Unmasked Estep 
Score: -37468176.000000 Penalty: 6168.595703
	Iteration 82Q: 3 clusters Score -3.746818e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
Score: -37468436.000000 Penalty: 6168.595703
	Iteration 83Q: 3 clusters Score -3.746844e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
Score: -37468804.000000 Penalty: 6168.595703
	Iteration 84Q: 3 clusters Score -3.74688e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 131109 members 
Entering Unmasked Estep 
Score: -37469128.000000 Penalty: 6168.595703
	Iteration 85Q: 3 clusters Score -3.746913e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123705 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -37469580.000000 Penalty: 6168.595703
	Iteration 86Q: 3 clusters Score -3.746958e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126839 members 
Mstep: Class 2 contains 125035 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3.746984e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130075 members 
Mstep: Class 2 contains 121799 members 
Entering Unmasked Estep 
Score: -37470192.000000 Penalty: 6168.595703
	Iteration 88Q: 3 clusters Score -3.747019e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133181 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -37470268.000000 Penalty: 6168.595703
	Iteration 89Q: 3 clusters Score -3.747027e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135974 members 
Mstep: Class 2 contains 115900 members 
Entering Unmasked Estep 
Score: -37470480.000000 Penalty: 6168.595703
	Iteration 90Q: 3 clusters Score -3.747048e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -37470524.000000 Penalty: 6168.595703
	Iteration 91Q: 3 clusters Score -3.747052e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140805 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -37470388.000000 Penalty: 6168.595703
	Iteration 92Q: 3 clusters Score -3.747039e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3.747008e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144284 members 
Mstep: Class 2 contains 107590 members 
Entering Unmasked Estep 
Score: -37469840.000000 Penalty: 6168.595703
	Iteration 94Q: 3 clusters Score -3.746984e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -37469532.000000 Penalty: 6168.595703
	Iteration 95Q: 3 clusters Score -3.746953e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145846 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.746896e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145828 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3.746858e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -37468272.000000 Penalty: 6168.595703
	Iteration 98Q: 3 clusters Score -3.746827e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144425 members 
Mstep: Class 2 contains 107449 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.746794e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -37467916.000000 Penalty: 6168.595703
	Iteration 100F: 3 clusters Score -3.746792e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141891 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -37467728.000000 Penalty: 6168.595703
	Iteration 101Q: 3 clusters Score -3.746773e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -37467544.000000 Penalty: 6168.595703
	Iteration 102Q: 3 clusters Score -3.746754e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -37467508.000000 Penalty: 6168.595703
	Iteration 103Q: 3 clusters Score -3.746751e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136808 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -37467724.000000 Penalty: 6168.595703
	Iteration 104Q: 3 clusters Score -3.746772e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134511 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -37468004.000000 Penalty: 6168.595703
	Iteration 105Q: 3 clusters Score -3.7468e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131887 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.746844e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129041 members 
Mstep: Class 2 contains 122833 members 
Entering Unmasked Estep 
Score: -37468432.000000 Penalty: 6168.595703
	Iteration 107Q: 3 clusters Score -3.746843e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125992 members 
Mstep: Class 2 contains 125882 members 
Entering Unmasked Estep 
Score: -37469052.000000 Penalty: 6168.595703
	Iteration 108Q: 3 clusters Score -3.746905e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.746958e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 131613 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.746992e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -37470192.000000 Penalty: 6168.595703
	Iteration 111Q: 3 clusters Score -3.747019e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 136050 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.747012e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114242 members 
Mstep: Class 2 contains 137632 members 
Entering Unmasked Estep 
Score: -37470348.000000 Penalty: 6168.595703
	Iteration 113Q: 3 clusters Score -3.747035e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 138794 members 
Entering Unmasked Estep 
Score: -37470112.000000 Penalty: 6168.595703
	Iteration 114Q: 3 clusters Score -3.747011e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 139573 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.746991e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -37469728.000000 Penalty: 6168.595703
	Iteration 116Q: 3 clusters Score -3.746973e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -37469568.000000 Penalty: 6168.595703
	Iteration 117Q: 3 clusters Score -3.746957e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Mstep: Class 2 contains 139691 members 
Entering Unmasked Estep 
Score: -37469412.000000 Penalty: 6168.595703
	Iteration 118Q: 3 clusters Score -3.746941e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -37469304.000000 Penalty: 6168.595703
	Iteration 119Q: 3 clusters Score -3.74693e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 137759 members 
Entering Unmasked Estep 
Score: -37469196.000000 Penalty: 6168.595703
	Iteration 120F: 3 clusters Score -3.74692e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Mstep: Class 2 contains 136274 members 
Entering Unmasked Estep 
Score: -37469240.000000 Penalty: 6168.595703
	Iteration 121Q: 3 clusters Score -3.746924e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -37469252.000000 Penalty: 6168.595703
	Iteration 122Q: 3 clusters Score -3.746925e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.746974e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121681 members 
Mstep: Class 2 contains 130193 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.746984e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124202 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.747003e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 125099 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.747027e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 122491 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3.747046e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131927 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.74706e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 117607 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.747074e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.747099e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138337 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3.74708e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140082 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.747089e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141427 members 
Mstep: Class 2 contains 110447 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.747056e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142284 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3.746996e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 109164 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.746943e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -37469148.000000 Penalty: 6168.595703
	Iteration 136Q: 3 clusters Score -3.746915e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142387 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.746885e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141595 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.746875e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140576 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3.746844e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139375 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -37468292.000000 Penalty: 6168.595703
	Iteration 140F: 3 clusters Score -3.746829e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137870 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -37468276.000000 Penalty: 6168.595703
	Iteration 141Q: 3 clusters Score -3.746828e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 115775 members 
Entering Unmasked Estep 
Score: -37468456.000000 Penalty: 6168.595703
	Iteration 142Q: 3 clusters Score -3.746846e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134003 members 
Mstep: Class 2 contains 117871 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.74686e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131585 members 
Mstep: Class 2 contains 120289 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.746892e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129035 members 
Mstep: Class 2 contains 122839 members 
Entering Unmasked Estep 
Score: -37469144.000000 Penalty: 6168.595703
	Iteration 145Q: 3 clusters Score -3.746914e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -37469340.000000 Penalty: 6168.595703
	Iteration 146Q: 3 clusters Score -3.746934e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123759 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -37469772.000000 Penalty: 6168.595703
	Iteration 147Q: 3 clusters Score -3.746977e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 130507 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.74701e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 132596 members 
Entering Unmasked Estep 
Score: -37470204.000000 Penalty: 6168.595703
	Iteration 149Q: 3 clusters Score -3.74702e+07 nChanged 3337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117447 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -37470408.000000 Penalty: 6168.595703
	Iteration 150Q: 3 clusters Score -3.747041e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 135934 members 
Entering Unmasked Estep 
Score: -37470396.000000 Penalty: 6168.595703
	Iteration 151Q: 3 clusters Score -3.74704e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 137014 members 
Entering Unmasked Estep 
Score: -37470240.000000 Penalty: 6168.595703
	Iteration 152Q: 3 clusters Score -3.747024e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 137733 members 
Entering Unmasked Estep 
Score: -37470216.000000 Penalty: 6168.595703
	Iteration 153Q: 3 clusters Score -3.747022e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113716 members 
Mstep: Class 2 contains 138158 members 
Entering Unmasked Estep 
Score: -37470148.000000 Penalty: 6168.595703
	Iteration 154Q: 3 clusters Score -3.747015e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -37469976.000000 Penalty: 6168.595703
	Iteration 155Q: 3 clusters Score -3.746998e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -37469884.000000 Penalty: 6168.595703
	Iteration 156Q: 3 clusters Score -3.746988e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -37469812.000000 Penalty: 6168.595703
	Iteration 157Q: 3 clusters Score -3.746981e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -37469668.000000 Penalty: 6168.595703
	Iteration 158Q: 3 clusters Score -3.746967e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116956 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -37469696.000000 Penalty: 6168.595703
	Iteration 159Q: 3 clusters Score -3.74697e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 133242 members 
Entering Unmasked Estep 
Score: -37469804.000000 Penalty: 6168.595703
	Iteration 160F: 3 clusters Score -3.74698e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120510 members 
Mstep: Class 2 contains 131364 members 
Entering Unmasked Estep 
Score: -37470112.000000 Penalty: 6168.595703
	Iteration 161Q: 3 clusters Score -3.747011e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 129302 members 
Entering Unmasked Estep 
Score: -37470244.000000 Penalty: 6168.595703
	Iteration 162Q: 3 clusters Score -3.747024e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124849 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -37470376.000000 Penalty: 6168.595703
	Iteration 163Q: 3 clusters Score -3.747038e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -37470668.000000 Penalty: 6168.595703
	Iteration 164Q: 3 clusters Score -3.747067e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 122290 members 
Entering Unmasked Estep 
Score: -37470784.000000 Penalty: 6168.595703
	Iteration 165Q: 3 clusters Score -3.747078e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
Score: -37470908.000000 Penalty: 6168.595703
	Iteration 166Q: 3 clusters Score -3.747091e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -37471012.000000 Penalty: 6168.595703
	Iteration 167Q: 3 clusters Score -3.747101e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135855 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -37471252.000000 Penalty: 6168.595703
	Iteration 168Q: 3 clusters Score -3.747125e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -37471220.000000 Penalty: 6168.595703
	Iteration 169Q: 3 clusters Score -3.747122e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139258 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -37471132.000000 Penalty: 6168.595703
	Iteration 170Q: 3 clusters Score -3.747113e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140385 members 
Mstep: Class 2 contains 111489 members 
Entering Unmasked Estep 
Score: -37470676.000000 Penalty: 6168.595703
	Iteration 171Q: 3 clusters Score -3.747068e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141072 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -37470172.000000 Penalty: 6168.595703
	Iteration 172Q: 3 clusters Score -3.747017e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -37469692.000000 Penalty: 6168.595703
	Iteration 173Q: 3 clusters Score -3.746969e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141414 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -37469368.000000 Penalty: 6168.595703
	Iteration 174Q: 3 clusters Score -3.746937e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -37469132.000000 Penalty: 6168.595703
	Iteration 175Q: 3 clusters Score -3.746913e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -37468972.000000 Penalty: 6168.595703
	Iteration 176Q: 3 clusters Score -3.746897e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139202 members 
Mstep: Class 2 contains 112672 members 
Entering Unmasked Estep 
Score: -37468832.000000 Penalty: 6168.595703
	Iteration 177Q: 3 clusters Score -3.746883e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137865 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -37468808.000000 Penalty: 6168.595703
	Iteration 178Q: 3 clusters Score -3.746881e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136191 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -37468608.000000 Penalty: 6168.595703
	Iteration 179Q: 3 clusters Score -3.746861e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134198 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -37468664.000000 Penalty: 6168.595703
	Iteration 180F: 3 clusters Score -3.746866e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 119878 members 
Entering Unmasked Estep 
Score: -37469080.000000 Penalty: 6168.595703
	Iteration 181Q: 3 clusters Score -3.746908e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 122242 members 
Entering Unmasked Estep 
Score: -37469272.000000 Penalty: 6168.595703
	Iteration 182Q: 3 clusters Score -3.746927e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127137 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -37469556.000000 Penalty: 6168.595703
	Iteration 183Q: 3 clusters Score -3.746956e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124655 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -37469852.000000 Penalty: 6168.595703
	Iteration 184Q: 3 clusters Score -3.746985e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 129484 members 
Entering Unmasked Estep 
Score: -37470252.000000 Penalty: 6168.595703
	Iteration 185Q: 3 clusters Score -3.747025e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 131539 members 
Entering Unmasked Estep 
Score: -37470408.000000 Penalty: 6168.595703
	Iteration 186Q: 3 clusters Score -3.747041e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118541 members 
Mstep: Class 2 contains 133333 members 
Entering Unmasked Estep 
Score: -37470540.000000 Penalty: 6168.595703
	Iteration 187Q: 3 clusters Score -3.747054e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -37470524.000000 Penalty: 6168.595703
	Iteration 188Q: 3 clusters Score -3.747052e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 135919 members 
Entering Unmasked Estep 
Score: -37470528.000000 Penalty: 6168.595703
	Iteration 189Q: 3 clusters Score -3.747053e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -37470304.000000 Penalty: 6168.595703
	Iteration 190Q: 3 clusters Score -3.74703e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 137081 members 
Entering Unmasked Estep 
Score: -37470388.000000 Penalty: 6168.595703
	Iteration 191Q: 3 clusters Score -3.747039e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114696 members 
Mstep: Class 2 contains 137178 members 
Entering Unmasked Estep 
Score: -37470324.000000 Penalty: 6168.595703
	Iteration 192Q: 3 clusters Score -3.747032e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 136872 members 
Entering Unmasked Estep 
Score: -37470180.000000 Penalty: 6168.595703
	Iteration 193Q: 3 clusters Score -3.747018e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -37469880.000000 Penalty: 6168.595703
	Iteration 194Q: 3 clusters Score -3.746988e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 135452 members 
Entering Unmasked Estep 
Score: -37469972.000000 Penalty: 6168.595703
	Iteration 195Q: 3 clusters Score -3.746997e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117529 members 
Mstep: Class 2 contains 134345 members 
Entering Unmasked Estep 
Score: -37469940.000000 Penalty: 6168.595703
	Iteration 196Q: 3 clusters Score -3.746994e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 132903 members 
Entering Unmasked Estep 
Score: -37470044.000000 Penalty: 6168.595703
	Iteration 197Q: 3 clusters Score -3.747004e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 131196 members 
Entering Unmasked Estep 
Score: -37470224.000000 Penalty: 6168.595703
	Iteration 198Q: 3 clusters Score -3.747022e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122559 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
Score: -37470316.000000 Penalty: 6168.595703
	Iteration 199Q: 3 clusters Score -3.747032e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -37470604.000000 Penalty: 6168.595703
	Iteration 200F: 3 clusters Score -3.74706e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 125050 members 
Entering Unmasked Estep 
Score: -37470760.000000 Penalty: 6168.595703
	Iteration 201Q: 3 clusters Score -3.747076e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 122860 members 
Entering Unmasked Estep 
Score: -37470824.000000 Penalty: 6168.595703
	Iteration 202Q: 3 clusters Score -3.747082e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -37471012.000000 Penalty: 6168.595703
	Iteration 203Q: 3 clusters Score -3.747101e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -37471320.000000 Penalty: 6168.595703
	Iteration 204Q: 3 clusters Score -3.747132e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -37471248.000000 Penalty: 6168.595703
	Iteration 205Q: 3 clusters Score -3.747125e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136650 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -37471264.000000 Penalty: 6168.595703
	Iteration 206Q: 3 clusters Score -3.747126e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -37471076.000000 Penalty: 6168.595703
	Iteration 207Q: 3 clusters Score -3.747108e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139243 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
Score: -37470856.000000 Penalty: 6168.595703
	Iteration 208Q: 3 clusters Score -3.747086e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -37470336.000000 Penalty: 6168.595703
	Iteration 209Q: 3 clusters Score -3.747034e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 111570 members 
Entering Unmasked Estep 
Score: -37470028.000000 Penalty: 6168.595703
	Iteration 210Q: 3 clusters Score -3.747003e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140341 members 
Mstep: Class 2 contains 111533 members 
Entering Unmasked Estep 
Score: -37469720.000000 Penalty: 6168.595703
	Iteration 211Q: 3 clusters Score -3.746972e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -37469228.000000 Penalty: 6168.595703
	Iteration 212Q: 3 clusters Score -3.746923e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139389 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -37469296.000000 Penalty: 6168.595703
	Iteration 213Q: 3 clusters Score -3.74693e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138464 members 
Mstep: Class 2 contains 113410 members 
Entering Unmasked Estep 
Score: -37469136.000000 Penalty: 6168.595703
	Iteration 214Q: 3 clusters Score -3.746914e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137156 members 
Mstep: Class 2 contains 114718 members 
Entering Unmasked Estep 
Score: -37469028.000000 Penalty: 6168.595703
	Iteration 215Q: 3 clusters Score -3.746903e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135593 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -37468964.000000 Penalty: 6168.595703
	Iteration 216Q: 3 clusters Score -3.746896e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133666 members 
Mstep: Class 2 contains 118208 members 
Entering Unmasked Estep 
Score: -37469092.000000 Penalty: 6168.595703
	Iteration 217Q: 3 clusters Score -3.746909e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 120367 members 
Entering Unmasked Estep 
Score: -37469236.000000 Penalty: 6168.595703
	Iteration 218Q: 3 clusters Score -3.746924e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 122608 members 
Entering Unmasked Estep 
Score: -37469344.000000 Penalty: 6168.595703
	Iteration 219Q: 3 clusters Score -3.746934e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -37469720.000000 Penalty: 6168.595703
	Iteration 220F: 3 clusters Score -3.746972e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124613 members 
Mstep: Class 2 contains 127261 members 
Entering Unmasked Estep 
Score: -37470100.000000 Penalty: 6168.595703
	Iteration 221Q: 3 clusters Score -3.74701e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122466 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -37470280.000000 Penalty: 6168.595703
	Iteration 222Q: 3 clusters Score -3.747028e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120552 members 
Mstep: Class 2 contains 131322 members 
Entering Unmasked Estep 
Score: -37470596.000000 Penalty: 6168.595703
	Iteration 223Q: 3 clusters Score -3.74706e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -37470656.000000 Penalty: 6168.595703
	Iteration 224Q: 3 clusters Score -3.747066e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -37470564.000000 Penalty: 6168.595703
	Iteration 225Q: 3 clusters Score -3.747056e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -37470636.000000 Penalty: 6168.595703
	Iteration 226Q: 3 clusters Score -3.747064e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 136004 members 
Entering Unmasked Estep 
Score: -37470440.000000 Penalty: 6168.595703
	Iteration 227Q: 3 clusters Score -3.747044e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 136397 members 
Entering Unmasked Estep 
Score: -37470488.000000 Penalty: 6168.595703
	Iteration 228Q: 3 clusters Score -3.747049e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 136503 members 
Entering Unmasked Estep 
Score: -37470488.000000 Penalty: 6168.595703
	Iteration 229Q: 3 clusters Score -3.747049e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 136281 members 
Entering Unmasked Estep 
Score: -37470176.000000 Penalty: 6168.595703
	Iteration 230Q: 3 clusters Score -3.747018e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -37469928.000000 Penalty: 6168.595703
	Iteration 231Q: 3 clusters Score -3.746993e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 134914 members 
Entering Unmasked Estep 
Score: -37469784.000000 Penalty: 6168.595703
	Iteration 232Q: 3 clusters Score -3.746978e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118063 members 
Mstep: Class 2 contains 133811 members 
Entering Unmasked Estep 
Score: -37470068.000000 Penalty: 6168.595703
	Iteration 233Q: 3 clusters Score -3.747007e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119383 members 
Mstep: Class 2 contains 132491 members 
Entering Unmasked Estep 
Score: -37470072.000000 Penalty: 6168.595703
	Iteration 234Q: 3 clusters Score -3.747007e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121009 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -37470292.000000 Penalty: 6168.595703
	Iteration 235Q: 3 clusters Score -3.747029e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -37470532.000000 Penalty: 6168.595703
	Iteration 236Q: 3 clusters Score -3.747053e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
Score: -37470540.000000 Penalty: 6168.595703
	Iteration 237Q: 3 clusters Score -3.747054e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126903 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -37470928.000000 Penalty: 6168.595703
	Iteration 238Q: 3 clusters Score -3.747093e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 122816 members 
Entering Unmasked Estep 
Score: -37470916.000000 Penalty: 6168.595703
	Iteration 239Q: 3 clusters Score -3.747092e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131148 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -37471168.000000 Penalty: 6168.595703
	Iteration 240F: 3 clusters Score -3.747117e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133068 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -37471228.000000 Penalty: 6168.595703
	Iteration 241Q: 3 clusters Score -3.747123e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 117078 members 
Entering Unmasked Estep 
Score: -37471336.000000 Penalty: 6168.595703
	Iteration 242Q: 3 clusters Score -3.747134e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136323 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -37471112.000000 Penalty: 6168.595703
	Iteration 243Q: 3 clusters Score -3.747111e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137709 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -37471156.000000 Penalty: 6168.595703
	Iteration 244Q: 3 clusters Score -3.747116e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138779 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -37470836.000000 Penalty: 6168.595703
	Iteration 245Q: 3 clusters Score -3.747084e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139508 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -37470480.000000 Penalty: 6168.595703
	Iteration 246Q: 3 clusters Score -3.747048e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139841 members 
Mstep: Class 2 contains 112033 members 
Entering Unmasked Estep 
Score: -37470028.000000 Penalty: 6168.595703
	Iteration 247Q: 3 clusters Score -3.747003e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139865 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -37469796.000000 Penalty: 6168.595703
	Iteration 248Q: 3 clusters Score -3.74698e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139555 members 
Mstep: Class 2 contains 112319 members 
Entering Unmasked Estep 
Score: -37469404.000000 Penalty: 6168.595703
	Iteration 249Q: 3 clusters Score -3.74694e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -37469456.000000 Penalty: 6168.595703
	Iteration 250Q: 3 clusters Score -3.746946e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -37469260.000000 Penalty: 6168.595703
	Iteration 251Q: 3 clusters Score -3.746926e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136518 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -37469256.000000 Penalty: 6168.595703
	Iteration 252Q: 3 clusters Score -3.746926e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134881 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -37469176.000000 Penalty: 6168.595703
	Iteration 253Q: 3 clusters Score -3.746918e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132935 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -37469244.000000 Penalty: 6168.595703
	Iteration 254Q: 3 clusters Score -3.746924e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130810 members 
Mstep: Class 2 contains 121064 members 
Entering Unmasked Estep 
Score: -37469348.000000 Penalty: 6168.595703
	Iteration 255Q: 3 clusters Score -3.746935e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -37469548.000000 Penalty: 6168.595703
	Iteration 256Q: 3 clusters Score -3.746955e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126374 members 
Mstep: Class 2 contains 125500 members 
Entering Unmasked Estep 
Score: -37469884.000000 Penalty: 6168.595703
	Iteration 257Q: 3 clusters Score -3.746988e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124272 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -37470212.000000 Penalty: 6168.595703
	Iteration 258Q: 3 clusters Score -3.747021e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122251 members 
Mstep: Class 2 contains 129623 members 
Entering Unmasked Estep 
Score: -37470460.000000 Penalty: 6168.595703
	Iteration 259Q: 3 clusters Score -3.747046e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 131407 members 
Entering Unmasked Estep 
Score: -37470680.000000 Penalty: 6168.595703
	Iteration 260F: 3 clusters Score -3.747068e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118985 members 
Mstep: Class 2 contains 132889 members 
Entering Unmasked Estep 
Score: -37470624.000000 Penalty: 6168.595703
	Iteration 261Q: 3 clusters Score -3.747062e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 134144 members 
Entering Unmasked Estep 
Score: -37470680.000000 Penalty: 6168.595703
	Iteration 262Q: 3 clusters Score -3.747068e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116779 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -37470516.000000 Penalty: 6168.595703
	Iteration 263Q: 3 clusters Score -3.747052e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116166 members 
Mstep: Class 2 contains 135708 members 
Entering Unmasked Estep 
Score: -37470388.000000 Penalty: 6168.595703
	Iteration 264Q: 3 clusters Score -3.747039e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115843 members 
Mstep: Class 2 contains 136031 members 
Entering Unmasked Estep 
Score: -37470376.000000 Penalty: 6168.595703
	Iteration 265Q: 3 clusters Score -3.747038e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -37470508.000000 Penalty: 6168.595703
	Iteration 266Q: 3 clusters Score -3.747051e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 135817 members 
Entering Unmasked Estep 
Score: -37470228.000000 Penalty: 6168.595703
	Iteration 267Q: 3 clusters Score -3.747023e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 135238 members 
Entering Unmasked Estep 
Score: -37469972.000000 Penalty: 6168.595703
	Iteration 268Q: 3 clusters Score -3.746997e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -37469928.000000 Penalty: 6168.595703
	Iteration 269Q: 3 clusters Score -3.746993e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 133239 members 
Entering Unmasked Estep 
Score: -37470040.000000 Penalty: 6168.595703
	Iteration 270Q: 3 clusters Score -3.747004e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Mstep: Class 2 contains 131875 members 
Entering Unmasked Estep 
Score: -37470268.000000 Penalty: 6168.595703
	Iteration 271Q: 3 clusters Score -3.747027e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121626 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -37470428.000000 Penalty: 6168.595703
	Iteration 272Q: 3 clusters Score -3.747043e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -37470504.000000 Penalty: 6168.595703
	Iteration 273Q: 3 clusters Score -3.74705e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125395 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -37470736.000000 Penalty: 6168.595703
	Iteration 274Q: 3 clusters Score -3.747074e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127429 members 
Mstep: Class 2 contains 124445 members 
Entering Unmasked Estep 
Score: -37471028.000000 Penalty: 6168.595703
	Iteration 275Q: 3 clusters Score -3.747103e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129449 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -37471048.000000 Penalty: 6168.595703
	Iteration 276Q: 3 clusters Score -3.747105e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131393 members 
Mstep: Class 2 contains 120481 members 
Entering Unmasked Estep 
Score: -37471168.000000 Penalty: 6168.595703
	Iteration 277Q: 3 clusters Score -3.747117e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 118702 members 
Entering Unmasked Estep 
Score: -37471260.000000 Penalty: 6168.595703
	Iteration 278Q: 3 clusters Score -3.747126e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134770 members 
Mstep: Class 2 contains 117104 members 
Entering Unmasked Estep 
Score: -37471344.000000 Penalty: 6168.595703
	Iteration 279Q: 3 clusters Score -3.747134e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136242 members 
Mstep: Class 2 contains 115632 members 
Entering Unmasked Estep 
Score: -37471192.000000 Penalty: 6168.595703
	Iteration 280F: 3 clusters Score -3.747119e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -37471040.000000 Penalty: 6168.595703
	Iteration 281Q: 3 clusters Score -3.747104e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138446 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -37470908.000000 Penalty: 6168.595703
	Iteration 282Q: 3 clusters Score -3.747091e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139124 members 
Mstep: Class 2 contains 112750 members 
Entering Unmasked Estep 
Score: -37470424.000000 Penalty: 6168.595703
	Iteration 283Q: 3 clusters Score -3.747042e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139431 members 
Mstep: Class 2 contains 112443 members 
Entering Unmasked Estep 
Score: -37470104.000000 Penalty: 6168.595703
	Iteration 284Q: 3 clusters Score -3.74701e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139421 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -37469696.000000 Penalty: 6168.595703
	Iteration 285Q: 3 clusters Score -3.74697e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139075 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -37469376.000000 Penalty: 6168.595703
	Iteration 286Q: 3 clusters Score -3.746938e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -37469584.000000 Penalty: 6168.595703
	Iteration 287Q: 3 clusters Score -3.746958e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -37469320.000000 Penalty: 6168.595703
	Iteration 288Q: 3 clusters Score -3.746932e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135836 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -37469372.000000 Penalty: 6168.595703
	Iteration 289Q: 3 clusters Score -3.746937e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -37469184.000000 Penalty: 6168.595703
	Iteration 290Q: 3 clusters Score -3.746918e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132209 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -37469328.000000 Penalty: 6168.595703
	Iteration 291Q: 3 clusters Score -3.746933e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -37469524.000000 Penalty: 6168.595703
	Iteration 292Q: 3 clusters Score -3.746952e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128015 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -37469704.000000 Penalty: 6168.595703
	Iteration 293Q: 3 clusters Score -3.74697e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -37470016.000000 Penalty: 6168.595703
	Iteration 294Q: 3 clusters Score -3.747002e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123898 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -37470196.000000 Penalty: 6168.595703
	Iteration 295Q: 3 clusters Score -3.74702e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122015 members 
Mstep: Class 2 contains 129859 members 
Entering Unmasked Estep 
Score: -37470488.000000 Penalty: 6168.595703
	Iteration 296Q: 3 clusters Score -3.747049e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 131489 members 
Entering Unmasked Estep 
Score: -37470684.000000 Penalty: 6168.595703
	Iteration 297Q: 3 clusters Score -3.747068e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119044 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -37470680.000000 Penalty: 6168.595703
	Iteration 298Q: 3 clusters Score -3.747068e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -37470728.000000 Penalty: 6168.595703
	Iteration 299Q: 3 clusters Score -3.747073e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 134876 members 
Entering Unmasked Estep 
Score: -37470528.000000 Penalty: 6168.595703
	Iteration 300F: 3 clusters Score -3.747053e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 135419 members 
Entering Unmasked Estep 
Score: -37470328.000000 Penalty: 6168.595703
	Iteration 301Q: 3 clusters Score -3.747033e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -37470412.000000 Penalty: 6168.595703
	Iteration 302Q: 3 clusters Score -3.747041e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -37470516.000000 Penalty: 6168.595703
	Iteration 303Q: 3 clusters Score -3.747052e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -37470208.000000 Penalty: 6168.595703
	Iteration 304Q: 3 clusters Score -3.747021e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 134749 members 
Entering Unmasked Estep 
Score: -37469988.000000 Penalty: 6168.595703
	Iteration 305Q: 3 clusters Score -3.746999e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -37470000.000000 Penalty: 6168.595703
	Iteration 306Q: 3 clusters Score -3.747e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119170 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -37470172.000000 Penalty: 6168.595703
	Iteration 307Q: 3 clusters Score -3.747017e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120561 members 
Mstep: Class 2 contains 131313 members 
Entering Unmasked Estep 
Score: -37470404.000000 Penalty: 6168.595703
	Iteration 308Q: 3 clusters Score -3.74704e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122173 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -37470464.000000 Penalty: 6168.595703
	Iteration 309Q: 3 clusters Score -3.747046e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123992 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -37470572.000000 Penalty: 6168.595703
	Iteration 310Q: 3 clusters Score -3.747057e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 125986 members 
Entering Unmasked Estep 
Score: -37470920.000000 Penalty: 6168.595703
	Iteration 311Q: 3 clusters Score -3.747092e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -37471020.000000 Penalty: 6168.595703
	Iteration 312Q: 3 clusters Score -3.747102e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 122091 members 
Entering Unmasked Estep 
Score: -37471220.000000 Penalty: 6168.595703
	Iteration 313Q: 3 clusters Score -3.747122e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131645 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -37471212.000000 Penalty: 6168.595703
	Iteration 314Q: 3 clusters Score -3.747121e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133311 members 
Mstep: Class 2 contains 118563 members 
Entering Unmasked Estep 
Score: -37471248.000000 Penalty: 6168.595703
	Iteration 315Q: 3 clusters Score -3.747125e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134819 members 
Mstep: Class 2 contains 117055 members 
Entering Unmasked Estep 
Score: -37471304.000000 Penalty: 6168.595703
	Iteration 316Q: 3 clusters Score -3.74713e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136212 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -37471272.000000 Penalty: 6168.595703
	Iteration 317Q: 3 clusters Score -3.747127e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137287 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -37471128.000000 Penalty: 6168.595703
	Iteration 318Q: 3 clusters Score -3.747113e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 113686 members 
Entering Unmasked Estep 
Score: -37470848.000000 Penalty: 6168.595703
	Iteration 319Q: 3 clusters Score -3.747085e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138747 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -37470388.000000 Penalty: 6168.595703
	Iteration 320F: 3 clusters Score -3.747039e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 112915 members 
Entering Unmasked Estep 
Score: -37470124.000000 Penalty: 6168.595703
	Iteration 321Q: 3 clusters Score -3.747012e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138911 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -37469700.000000 Penalty: 6168.595703
	Iteration 322Q: 3 clusters Score -3.74697e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138506 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -37469444.000000 Penalty: 6168.595703
	Iteration 323Q: 3 clusters Score -3.746944e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137771 members 
Mstep: Class 2 contains 114103 members 
Entering Unmasked Estep 
Score: -37469552.000000 Penalty: 6168.595703
	Iteration 324Q: 3 clusters Score -3.746955e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136633 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -37469432.000000 Penalty: 6168.595703
	Iteration 325Q: 3 clusters Score -3.746943e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135196 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -37469412.000000 Penalty: 6168.595703
	Iteration 326Q: 3 clusters Score -3.746941e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133455 members 
Mstep: Class 2 contains 118419 members 
Entering Unmasked Estep 
Score: -37469288.000000 Penalty: 6168.595703
	Iteration 327Q: 3 clusters Score -3.746929e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 120327 members 
Entering Unmasked Estep 
Score: -37469368.000000 Penalty: 6168.595703
	Iteration 328Q: 3 clusters Score -3.746937e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -37469548.000000 Penalty: 6168.595703
	Iteration 329Q: 3 clusters Score -3.746955e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 124438 members 
Entering Unmasked Estep 
Score: -37469776.000000 Penalty: 6168.595703
	Iteration 330Q: 3 clusters Score -3.746978e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 126435 members 
Entering Unmasked Estep 
Score: -37470132.000000 Penalty: 6168.595703
	Iteration 331Q: 3 clusters Score -3.747013e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123538 members 
Mstep: Class 2 contains 128336 members 
Entering Unmasked Estep 
Score: -37470292.000000 Penalty: 6168.595703
	Iteration 332Q: 3 clusters Score -3.747029e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121761 members 
Mstep: Class 2 contains 130113 members 
Entering Unmasked Estep 
Score: -37470620.000000 Penalty: 6168.595703
	Iteration 333Q: 3 clusters Score -3.747062e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 131630 members 
Entering Unmasked Estep 
Score: -37470624.000000 Penalty: 6168.595703
	Iteration 334Q: 3 clusters Score -3.747062e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -37470736.000000 Penalty: 6168.595703
	Iteration 335Q: 3 clusters Score -3.747074e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -37470620.000000 Penalty: 6168.595703
	Iteration 336Q: 3 clusters Score -3.747062e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 134784 members 
Entering Unmasked Estep 
Score: -37470452.000000 Penalty: 6168.595703
	Iteration 337Q: 3 clusters Score -3.747045e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116602 members 
Mstep: Class 2 contains 135272 members 
Entering Unmasked Estep 
Score: -37470424.000000 Penalty: 6168.595703
	Iteration 338Q: 3 clusters Score -3.747042e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116423 members 
Mstep: Class 2 contains 135451 members 
Entering Unmasked Estep 
Score: -37470496.000000 Penalty: 6168.595703
	Iteration 339Q: 3 clusters Score -3.74705e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 135371 members 
Entering Unmasked Estep 
Score: -37470516.000000 Penalty: 6168.595703
	Iteration 340F: 3 clusters Score -3.747052e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 134983 members 
Entering Unmasked Estep 
Score: -37470236.000000 Penalty: 6168.595703
	Iteration 341Q: 3 clusters Score -3.747024e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 134290 members 
Entering Unmasked Estep 
Score: -37470068.000000 Penalty: 6168.595703
	Iteration 342Q: 3 clusters Score -3.747007e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118566 members 
Mstep: Class 2 contains 133308 members 
Entering Unmasked Estep 
Score: -37470128.000000 Penalty: 6168.595703
	Iteration 343Q: 3 clusters Score -3.747013e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 132103 members 
Entering Unmasked Estep 
Score: -37470308.000000 Penalty: 6168.595703
	Iteration 344Q: 3 clusters Score -3.747031e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -37470468.000000 Penalty: 6168.595703
	Iteration 345Q: 3 clusters Score -3.747047e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 129062 members 
Entering Unmasked Estep 
Score: -37470496.000000 Penalty: 6168.595703
	Iteration 346Q: 3 clusters Score -3.74705e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 127262 members 
Entering Unmasked Estep 
Score: -37470720.000000 Penalty: 6168.595703
	Iteration 347Q: 3 clusters Score -3.747072e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 125396 members 
Entering Unmasked Estep 
Score: -37471072.000000 Penalty: 6168.595703
	Iteration 348Q: 3 clusters Score -3.747107e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -37471036.000000 Penalty: 6168.595703
	Iteration 349Q: 3 clusters Score -3.747104e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -37471176.000000 Penalty: 6168.595703
	Iteration 350Q: 3 clusters Score -3.747118e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 119927 members 
Entering Unmasked Estep 
Score: -37471252.000000 Penalty: 6168.595703
	Iteration 351Q: 3 clusters Score -3.747125e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133496 members 
Mstep: Class 2 contains 118378 members 
Entering Unmasked Estep 
Score: -37471316.000000 Penalty: 6168.595703
	Iteration 352Q: 3 clusters Score -3.747132e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134971 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -37471276.000000 Penalty: 6168.595703
	Iteration 353Q: 3 clusters Score -3.747128e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -37471176.000000 Penalty: 6168.595703
	Iteration 354Q: 3 clusters Score -3.747118e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -37470920.000000 Penalty: 6168.595703
	Iteration 355Q: 3 clusters Score -3.747092e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138076 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -37470832.000000 Penalty: 6168.595703
	Iteration 356Q: 3 clusters Score -3.747083e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138532 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -37470364.000000 Penalty: 6168.595703
	Iteration 357Q: 3 clusters Score -3.747036e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138696 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -37470160.000000 Penalty: 6168.595703
	Iteration 358Q: 3 clusters Score -3.747016e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138563 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -37469748.000000 Penalty: 6168.595703
	Iteration 359Q: 3 clusters Score -3.746975e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 113763 members 
Entering Unmasked Estep 
Score: -37469576.000000 Penalty: 6168.595703
	Iteration 360F: 3 clusters Score -3.746958e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -37469500.000000 Penalty: 6168.595703
	Iteration 361Q: 3 clusters Score -3.74695e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136129 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -37469520.000000 Penalty: 6168.595703
	Iteration 362Q: 3 clusters Score -3.746952e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134624 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -37469504.000000 Penalty: 6168.595703
	Iteration 363Q: 3 clusters Score -3.74695e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132854 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -37469316.000000 Penalty: 6168.595703
	Iteration 364Q: 3 clusters Score -3.746932e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130951 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -37469560.000000 Penalty: 6168.595703
	Iteration 365Q: 3 clusters Score -3.746956e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -37469592.000000 Penalty: 6168.595703
	Iteration 366Q: 3 clusters Score -3.746959e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 124937 members 
Entering Unmasked Estep 
Score: -37469932.000000 Penalty: 6168.595703
	Iteration 367Q: 3 clusters Score -3.746993e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124993 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -37470164.000000 Penalty: 6168.595703
	Iteration 368Q: 3 clusters Score -3.747016e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123114 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -37470440.000000 Penalty: 6168.595703
	Iteration 369Q: 3 clusters Score -3.747044e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 130461 members 
Entering Unmasked Estep 
Score: -37470636.000000 Penalty: 6168.595703
	Iteration 370Q: 3 clusters Score -3.747064e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119986 members 
Mstep: Class 2 contains 131888 members 
Entering Unmasked Estep 
Score: -37470688.000000 Penalty: 6168.595703
	Iteration 371Q: 3 clusters Score -3.747069e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 133075 members 
Entering Unmasked Estep 
Score: -37470732.000000 Penalty: 6168.595703
	Iteration 372Q: 3 clusters Score -3.747073e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117821 members 
Mstep: Class 2 contains 134053 members 
Entering Unmasked Estep 
Score: -37470668.000000 Penalty: 6168.595703
	Iteration 373Q: 3 clusters Score -3.747067e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 134745 members 
Entering Unmasked Estep 
Score: -37470516.000000 Penalty: 6168.595703
	Iteration 374Q: 3 clusters Score -3.747052e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 135163 members 
Entering Unmasked Estep 
Score: -37470460.000000 Penalty: 6168.595703
	Iteration 375Q: 3 clusters Score -3.747046e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116586 members 
Mstep: Class 2 contains 135288 members 
Entering Unmasked Estep 
Score: -37470560.000000 Penalty: 6168.595703
	Iteration 376Q: 3 clusters Score -3.747056e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 135143 members 
Entering Unmasked Estep 
Score: -37470544.000000 Penalty: 6168.595703
	Iteration 377Q: 3 clusters Score -3.747054e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117220 members 
Mstep: Class 2 contains 134654 members 
Entering Unmasked Estep 
Score: -37470212.000000 Penalty: 6168.595703
	Iteration 378Q: 3 clusters Score -3.747021e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118003 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -37470176.000000 Penalty: 6168.595703
	Iteration 379Q: 3 clusters Score -3.747018e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -37470144.000000 Penalty: 6168.595703
	Iteration 380F: 3 clusters Score -3.747014e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120277 members 
Mstep: Class 2 contains 131597 members 
Entering Unmasked Estep 
Score: -37470352.000000 Penalty: 6168.595703
	Iteration 381Q: 3 clusters Score -3.747035e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121718 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -37470512.000000 Penalty: 6168.595703
	Iteration 382Q: 3 clusters Score -3.747051e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123402 members 
Mstep: Class 2 contains 128472 members 
Entering Unmasked Estep 
Score: -37470652.000000 Penalty: 6168.595703
	Iteration 383Q: 3 clusters Score -3.747065e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125212 members 
Mstep: Class 2 contains 126662 members 
Entering Unmasked Estep 
Score: -37470944.000000 Penalty: 6168.595703
	Iteration 384Q: 3 clusters Score -3.747094e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127078 members 
Mstep: Class 2 contains 124796 members 
Entering Unmasked Estep 
Score: -37471048.000000 Penalty: 6168.595703
	Iteration 385Q: 3 clusters Score -3.747105e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -37471088.000000 Penalty: 6168.595703
	Iteration 386Q: 3 clusters Score -3.747109e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 121124 members 
Entering Unmasked Estep 
Score: -37471228.000000 Penalty: 6168.595703
	Iteration 387Q: 3 clusters Score -3.747123e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 119475 members 
Entering Unmasked Estep 
Score: -37471204.000000 Penalty: 6168.595703
	Iteration 388Q: 3 clusters Score -3.74712e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -37471276.000000 Penalty: 6168.595703
	Iteration 389Q: 3 clusters Score -3.747128e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135294 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -37471284.000000 Penalty: 6168.595703
	Iteration 390Q: 3 clusters Score -3.747128e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -37471108.000000 Penalty: 6168.595703
	Iteration 391Q: 3 clusters Score -3.747111e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Mstep: Class 2 contains 114484 members 
Entering Unmasked Estep 
Score: -37470980.000000 Penalty: 6168.595703
	Iteration 392Q: 3 clusters Score -3.747098e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138090 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -37470640.000000 Penalty: 6168.595703
	Iteration 393Q: 3 clusters Score -3.747064e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138440 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -37470296.000000 Penalty: 6168.595703
	Iteration 394Q: 3 clusters Score -3.74703e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -37469956.000000 Penalty: 6168.595703
	Iteration 395Q: 3 clusters Score -3.746996e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -37469640.000000 Penalty: 6168.595703
	Iteration 396Q: 3 clusters Score -3.746964e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137660 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -37469564.000000 Penalty: 6168.595703
	Iteration 397Q: 3 clusters Score -3.746956e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 115127 members 
Entering Unmasked Estep 
Score: -37469580.000000 Penalty: 6168.595703
	Iteration 398Q: 3 clusters Score -3.746958e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135418 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -37469592.000000 Penalty: 6168.595703
	Iteration 399Q: 3 clusters Score -3.746959e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -37469432.000000 Penalty: 6168.595703
	Iteration 400F: 3 clusters Score -3.746943e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132068 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -37469424.000000 Penalty: 6168.595703
	Iteration 401Q: 3 clusters Score -3.746942e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130200 members 
Mstep: Class 2 contains 121674 members 
Entering Unmasked Estep 
Score: -37469596.000000 Penalty: 6168.595703
	Iteration 402Q: 3 clusters Score -3.74696e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128230 members 
Mstep: Class 2 contains 123644 members 
Entering Unmasked Estep 
Score: -37469776.000000 Penalty: 6168.595703
	Iteration 403Q: 3 clusters Score -3.746978e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 125578 members 
Entering Unmasked Estep 
Score: -37469952.000000 Penalty: 6168.595703
	Iteration 404Q: 3 clusters Score -3.746995e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -37470180.000000 Penalty: 6168.595703
	Iteration 405Q: 3 clusters Score -3.747018e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122577 members 
Mstep: Class 2 contains 129297 members 
Entering Unmasked Estep 
Score: -37470508.000000 Penalty: 6168.595703
	Iteration 406Q: 3 clusters Score -3.747051e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121035 members 
Mstep: Class 2 contains 130839 members 
Entering Unmasked Estep 
Score: -37470736.000000 Penalty: 6168.595703
	Iteration 407Q: 3 clusters Score -3.747074e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 132138 members 
Entering Unmasked Estep 
Score: -37470688.000000 Penalty: 6168.595703
	Iteration 408Q: 3 clusters Score -3.747069e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -37470644.000000 Penalty: 6168.595703
	Iteration 409Q: 3 clusters Score -3.747064e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117736 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -37470592.000000 Penalty: 6168.595703
	Iteration 410Q: 3 clusters Score -3.747059e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 134708 members 
Entering Unmasked Estep 
Score: -37470452.000000 Penalty: 6168.595703
	Iteration 411Q: 3 clusters Score -3.747045e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116839 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -37470492.000000 Penalty: 6168.595703
	Iteration 412Q: 3 clusters Score -3.747049e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116756 members 
Mstep: Class 2 contains 135118 members 
Entering Unmasked Estep 
Score: -37470476.000000 Penalty: 6168.595703
	Iteration 413Q: 3 clusters Score -3.747048e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -37470532.000000 Penalty: 6168.595703
	Iteration 414Q: 3 clusters Score -3.747053e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Mstep: Class 2 contains 134358 members 
Entering Unmasked Estep 
Score: -37470204.000000 Penalty: 6168.595703
	Iteration 415Q: 3 clusters Score -3.74702e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -37470224.000000 Penalty: 6168.595703
	Iteration 416Q: 3 clusters Score -3.747022e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 132455 members 
Entering Unmasked Estep 
Score: -37470236.000000 Penalty: 6168.595703
	Iteration 417Q: 3 clusters Score -3.747024e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -37470428.000000 Penalty: 6168.595703
	Iteration 418Q: 3 clusters Score -3.747043e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 129704 members 
Entering Unmasked Estep 
Score: -37470584.000000 Penalty: 6168.595703
	Iteration 419Q: 3 clusters Score -3.747058e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123867 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -37470740.000000 Penalty: 6168.595703
	Iteration 420F: 3 clusters Score -3.747074e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125712 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -37471004.000000 Penalty: 6168.595703
	Iteration 421Q: 3 clusters Score -3.7471e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127585 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -37471032.000000 Penalty: 6168.595703
	Iteration 422Q: 3 clusters Score -3.747103e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129413 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -37471120.000000 Penalty: 6168.595703
	Iteration 423Q: 3 clusters Score -3.747112e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131205 members 
Mstep: Class 2 contains 120669 members 
Entering Unmasked Estep 
Score: -37471204.000000 Penalty: 6168.595703
	Iteration 424Q: 3 clusters Score -3.74712e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132799 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -37471252.000000 Penalty: 6168.595703
	Iteration 425Q: 3 clusters Score -3.747125e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134283 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -37471216.000000 Penalty: 6168.595703
	Iteration 426Q: 3 clusters Score -3.747122e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135618 members 
Mstep: Class 2 contains 116256 members 
Entering Unmasked Estep 
Score: -37471268.000000 Penalty: 6168.595703
	Iteration 427Q: 3 clusters Score -3.747127e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -37471124.000000 Penalty: 6168.595703
	Iteration 428Q: 3 clusters Score -3.747112e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -37470860.000000 Penalty: 6168.595703
	Iteration 429Q: 3 clusters Score -3.747086e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138163 members 
Mstep: Class 2 contains 113711 members 
Entering Unmasked Estep 
Score: -37470584.000000 Penalty: 6168.595703
	Iteration 430Q: 3 clusters Score -3.747058e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138435 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -37470244.000000 Penalty: 6168.595703
	Iteration 431Q: 3 clusters Score -3.747024e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138387 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -37469820.000000 Penalty: 6168.595703
	Iteration 432Q: 3 clusters Score -3.746982e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -37469552.000000 Penalty: 6168.595703
	Iteration 433Q: 3 clusters Score -3.746955e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -37469564.000000 Penalty: 6168.595703
	Iteration 434Q: 3 clusters Score -3.746956e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136312 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -37469660.000000 Penalty: 6168.595703
	Iteration 435Q: 3 clusters Score -3.746966e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134927 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
Score: -37469592.000000 Penalty: 6168.595703
	Iteration 436Q: 3 clusters Score -3.746959e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133331 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -37469400.000000 Penalty: 6168.595703
	Iteration 437Q: 3 clusters Score -3.74694e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 120334 members 
Entering Unmasked Estep 
Score: -37469508.000000 Penalty: 6168.595703
	Iteration 438Q: 3 clusters Score -3.746951e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129627 members 
Mstep: Class 2 contains 122247 members 
Entering Unmasked Estep 
Score: -37469592.000000 Penalty: 6168.595703
	Iteration 439Q: 3 clusters Score -3.746959e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 124178 members 
Entering Unmasked Estep 
Score: -37469804.000000 Penalty: 6168.595703
	Iteration 440F: 3 clusters Score -3.74698e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125804 members 
Mstep: Class 2 contains 126070 members 
Entering Unmasked Estep 
Score: -37470056.000000 Penalty: 6168.595703
	Iteration 441Q: 3 clusters Score -3.747006e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123980 members 
Mstep: Class 2 contains 127894 members 
Entering Unmasked Estep 
Score: -37470304.000000 Penalty: 6168.595703
	Iteration 442Q: 3 clusters Score -3.74703e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 129645 members 
Entering Unmasked Estep 
Score: -37470536.000000 Penalty: 6168.595703
	Iteration 443Q: 3 clusters Score -3.747054e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120740 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
Score: -37470680.000000 Penalty: 6168.595703
	Iteration 444Q: 3 clusters Score -3.747068e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119477 members 
Mstep: Class 2 contains 132397 members 
Entering Unmasked Estep 
Score: -37470832.000000 Penalty: 6168.595703
	Iteration 445Q: 3 clusters Score -3.747083e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 133484 members 
Entering Unmasked Estep 
Score: -37470688.000000 Penalty: 6168.595703
	Iteration 446Q: 3 clusters Score -3.747069e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117580 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -37470548.000000 Penalty: 6168.595703
	Iteration 447Q: 3 clusters Score -3.747055e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Mstep: Class 2 contains 134751 members 
Entering Unmasked Estep 
Score: -37470432.000000 Penalty: 6168.595703
	Iteration 448Q: 3 clusters Score -3.747043e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116879 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -37470520.000000 Penalty: 6168.595703
	Iteration 449Q: 3 clusters Score -3.747052e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -37470612.000000 Penalty: 6168.595703
	Iteration 450Q: 3 clusters Score -3.747061e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 134674 members 
Entering Unmasked Estep 
Score: -37470444.000000 Penalty: 6168.595703
	Iteration 451Q: 3 clusters Score -3.747044e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 134071 members 
Entering Unmasked Estep 
Score: -37470236.000000 Penalty: 6168.595703
	Iteration 452Q: 3 clusters Score -3.747024e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118670 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -37470260.000000 Penalty: 6168.595703
	Iteration 453Q: 3 clusters Score -3.747026e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 132098 members 
Entering Unmasked Estep 
Score: -37470344.000000 Penalty: 6168.595703
	Iteration 454Q: 3 clusters Score -3.747034e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121056 members 
Mstep: Class 2 contains 130818 members 
Entering Unmasked Estep 
Score: -37470404.000000 Penalty: 6168.595703
	Iteration 455Q: 3 clusters Score -3.74704e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122594 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -37470564.000000 Penalty: 6168.595703
	Iteration 456Q: 3 clusters Score -3.747056e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -37470780.000000 Penalty: 6168.595703
	Iteration 457Q: 3 clusters Score -3.747078e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126111 members 
Mstep: Class 2 contains 125763 members 
Entering Unmasked Estep 
Score: -37471060.000000 Penalty: 6168.595703
	Iteration 458Q: 3 clusters Score -3.747106e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127937 members 
Mstep: Class 2 contains 123937 members 
Entering Unmasked Estep 
Score: -37471064.000000 Penalty: 6168.595703
	Iteration 459Q: 3 clusters Score -3.747106e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -37471064.000000 Penalty: 6168.595703
	Iteration 460F: 3 clusters Score -3.747106e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131492 members 
Mstep: Class 2 contains 120382 members 
Entering Unmasked Estep 
Score: -37471304.000000 Penalty: 6168.595703
	Iteration 461Q: 3 clusters Score -3.74713e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133056 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -37471308.000000 Penalty: 6168.595703
	Iteration 462Q: 3 clusters Score -3.747131e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -37471232.000000 Penalty: 6168.595703
	Iteration 463Q: 3 clusters Score -3.747123e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -37471140.000000 Penalty: 6168.595703
	Iteration 464Q: 3 clusters Score -3.747114e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136839 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -37471092.000000 Penalty: 6168.595703
	Iteration 465Q: 3 clusters Score -3.747109e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137708 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -37470872.000000 Penalty: 6168.595703
	Iteration 466Q: 3 clusters Score -3.747087e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -37470472.000000 Penalty: 6168.595703
	Iteration 467Q: 3 clusters Score -3.747047e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 113456 members 
Entering Unmasked Estep 
Score: -37470156.000000 Penalty: 6168.595703
	Iteration 468Q: 3 clusters Score -3.747016e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 113526 members 
Entering Unmasked Estep 
Score: -37469716.000000 Penalty: 6168.595703
	Iteration 469Q: 3 clusters Score -3.746972e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137932 members 
Mstep: Class 2 contains 113942 members 
Entering Unmasked Estep 
Score: -37469584.000000 Penalty: 6168.595703
	Iteration 470Q: 3 clusters Score -3.746958e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137215 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -37469628.000000 Penalty: 6168.595703
	Iteration 471Q: 3 clusters Score -3.746963e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136091 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -37469648.000000 Penalty: 6168.595703
	Iteration 472Q: 3 clusters Score -3.746965e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134633 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -37469556.000000 Penalty: 6168.595703
	Iteration 473Q: 3 clusters Score -3.746956e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132950 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -37469392.000000 Penalty: 6168.595703
	Iteration 474Q: 3 clusters Score -3.746939e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131123 members 
Mstep: Class 2 contains 120751 members 
Entering Unmasked Estep 
Score: -37469528.000000 Penalty: 6168.595703
	Iteration 475Q: 3 clusters Score -3.746953e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129183 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -37469644.000000 Penalty: 6168.595703
	Iteration 476Q: 3 clusters Score -3.746964e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127209 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -37469952.000000 Penalty: 6168.595703
	Iteration 477Q: 3 clusters Score -3.746995e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125303 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -37470136.000000 Penalty: 6168.595703
	Iteration 478Q: 3 clusters Score -3.747014e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123491 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -37470412.000000 Penalty: 6168.595703
	Iteration 479Q: 3 clusters Score -3.747041e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121776 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -37470652.000000 Penalty: 6168.595703
	Iteration 480F: 3 clusters Score -3.747065e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120330 members 
Mstep: Class 2 contains 131544 members 
Entering Unmasked Estep 
Score: -37470672.000000 Penalty: 6168.595703
	Iteration 481Q: 3 clusters Score -3.747067e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 132764 members 
Entering Unmasked Estep 
Score: -37470728.000000 Penalty: 6168.595703
	Iteration 482Q: 3 clusters Score -3.747073e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 133791 members 
Entering Unmasked Estep 
Score: -37470680.000000 Penalty: 6168.595703
	Iteration 483Q: 3 clusters Score -3.747068e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 134526 members 
Entering Unmasked Estep 
Score: -37470432.000000 Penalty: 6168.595703
	Iteration 484Q: 3 clusters Score -3.747043e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 134963 members 
Entering Unmasked Estep 
Score: -37470520.000000 Penalty: 6168.595703
	Iteration 485Q: 3 clusters Score -3.747052e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Mstep: Class 2 contains 135115 members 
Entering Unmasked Estep 
Score: -37470592.000000 Penalty: 6168.595703
	Iteration 486Q: 3 clusters Score -3.747059e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -37470620.000000 Penalty: 6168.595703
	Iteration 487Q: 3 clusters Score -3.747062e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117267 members 
Mstep: Class 2 contains 134607 members 
Entering Unmasked Estep 
Score: -37470304.000000 Penalty: 6168.595703
	Iteration 488Q: 3 clusters Score -3.74703e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117957 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
Score: -37470236.000000 Penalty: 6168.595703
	Iteration 489Q: 3 clusters Score -3.747024e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 132969 members 
Entering Unmasked Estep 
Score: -37470268.000000 Penalty: 6168.595703
	Iteration 490Q: 3 clusters Score -3.747027e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120097 members 
Mstep: Class 2 contains 131777 members 
Entering Unmasked Estep 
Score: -37470376.000000 Penalty: 6168.595703
	Iteration 491Q: 3 clusters Score -3.747038e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121499 members 
Mstep: Class 2 contains 130375 members 
Entering Unmasked Estep 
Score: -37470488.000000 Penalty: 6168.595703
	Iteration 492Q: 3 clusters Score -3.747049e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123122 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -37470652.000000 Penalty: 6168.595703
	Iteration 493Q: 3 clusters Score -3.747065e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -37470888.000000 Penalty: 6168.595703
	Iteration 494Q: 3 clusters Score -3.747089e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126692 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -37471060.000000 Penalty: 6168.595703
	Iteration 495Q: 3 clusters Score -3.747106e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128503 members 
Mstep: Class 2 contains 123371 members 
Entering Unmasked Estep 
Score: -37471060.000000 Penalty: 6168.595703
	Iteration 496Q: 3 clusters Score -3.747106e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130321 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -37471156.000000 Penalty: 6168.595703
	Iteration 497Q: 3 clusters Score -3.747116e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 119942 members 
Entering Unmasked Estep 
Score: -37471276.000000 Penalty: 6168.595703
	Iteration 498Q: 3 clusters Score -3.747128e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133466 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -37471352.000000 Penalty: 6168.595703
	Iteration 499Q: 3 clusters Score -3.747135e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134880 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -37471284.000000 Penalty: 6168.595703
	Iteration 500F: 3 clusters Score -3.747128e+07 nChanged 2781
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 136089 members 
Mstep: Class 19 contains 29624 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 115785 members 
Entering Unmasked Estep 
Score: -95417736.000000 Penalty: 79769.101562
Splitting cluster 18 changes total score from -95376712.000000 to -95417736.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (29624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Entering Unmasked Estep 
Score: -4116972.500000 Penalty: 2553.492432
	Iteration 0F: 2 clusters Score -4116972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4096784.250000 Penalty: 5106.984863
	Iteration 0F: 3 clusters Score -4096784 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4104222.750000 Penalty: 5106.984863
	Iteration 1F: 3 clusters Score -4104223 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4105166.000000 Penalty: 5106.984863
	Iteration 2F: 3 clusters Score -4105166 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -4106365.500000 Penalty: 5106.984863
	Iteration 3F: 3 clusters Score -4106366 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4107555.250000 Penalty: 5106.984863
	Iteration 4F: 3 clusters Score -4107555 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4108541.250000 Penalty: 5106.984863
	Iteration 5F: 3 clusters Score -4108541 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4109367.750000 Penalty: 5106.984863
	Iteration 6F: 3 clusters Score -4109368 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -4110142.750000 Penalty: 5106.984863
	Iteration 7Q: 3 clusters Score -4110143 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4110942.500000 Penalty: 5106.984863
	Iteration 8Q: 3 clusters Score -4110942 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4111779.250000 Penalty: 5106.984863
	Iteration 9Q: 3 clusters Score -4111779 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4112709.000000 Penalty: 5106.984863
	Iteration 10Q: 3 clusters Score -4112709 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4113625.250000 Penalty: 5106.984863
	Iteration 11Q: 3 clusters Score -4113625 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4114446.000000 Penalty: 5106.984863
	Iteration 12Q: 3 clusters Score -4114446 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4115152.000000 Penalty: 5106.984863
	Iteration 13Q: 3 clusters Score -4115152 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -4115722.750000 Penalty: 5106.984863
	Iteration 14Q: 3 clusters Score -4115723 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4116137.500000 Penalty: 5106.984863
	Iteration 15Q: 3 clusters Score -4116138 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4116473.500000 Penalty: 5106.984863
	Iteration 16Q: 3 clusters Score -4116474 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -4116769.750000 Penalty: 5106.984863
	Iteration 17Q: 3 clusters Score -4116770 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4117016.750000 Penalty: 5106.984863
	Iteration 18Q: 3 clusters Score -4117017 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4117213.250000 Penalty: 5106.984863
	Iteration 19Q: 3 clusters Score -4117213 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4117356.500000 Penalty: 5106.984863
	Iteration 20F: 3 clusters Score -4117356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4117499.750000 Penalty: 5106.984863
	Iteration 21Q: 3 clusters Score -4117500 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4117619.000000 Penalty: 5106.984863
	Iteration 22Q: 3 clusters Score -4117619 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4117779.500000 Penalty: 5106.984863
	Iteration 23Q: 3 clusters Score -4117780 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4117982.750000 Penalty: 5106.984863
	Iteration 24Q: 3 clusters Score -4117983 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4118202.250000 Penalty: 5106.984863
	Iteration 25Q: 3 clusters Score -4118202 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4118383.250000 Penalty: 5106.984863
	Iteration 26Q: 3 clusters Score -4118383 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4118459.750000 Penalty: 5106.984863
	Iteration 27Q: 3 clusters Score -4118460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4118488.750000 Penalty: 5106.984863
	Iteration 28Q: 3 clusters Score -4118489 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4118523.750000 Penalty: 5106.984863
	Iteration 29Q: 3 clusters Score -4118524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4118545.750000 Penalty: 5106.984863
	Iteration 30Q: 3 clusters Score -4118546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4118577.000000 Penalty: 5106.984863
	Iteration 31Q: 3 clusters Score -4118577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4118603.500000 Penalty: 5106.984863
	Iteration 32Q: 3 clusters Score -4118604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4118611.000000 Penalty: 5106.984863
	Iteration 33Q: 3 clusters Score -4118611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4118632.500000 Penalty: 5106.984863
	Iteration 34Q: 3 clusters Score -4118632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4118645.250000 Penalty: 5106.984863
	Iteration 35Q: 3 clusters Score -4118645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4118652.250000 Penalty: 5106.984863
	Iteration 36Q: 3 clusters Score -4118652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4118666.500000 Penalty: 5106.984863
	Iteration 37Q: 3 clusters Score -4118666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4118677.250000 Penalty: 5106.984863
	Iteration 38Q: 3 clusters Score -4118677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4118686.250000 Penalty: 5106.984863
	Iteration 39Q: 3 clusters Score -4118686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4118694.000000 Penalty: 5106.984863
	Iteration 40F: 3 clusters Score -4118694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4118707.750000 Penalty: 5106.984863
	Iteration 41Q: 3 clusters Score -4118708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4118720.750000 Penalty: 5106.984863
	Iteration 42Q: 3 clusters Score -4118721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4118743.750000 Penalty: 5106.984863
	Iteration 43Q: 3 clusters Score -4118744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4118749.500000 Penalty: 5106.984863
	Iteration 44Q: 3 clusters Score -4118750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4118752.000000 Penalty: 5106.984863
	Iteration 45Q: 3 clusters Score -4118752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4118762.000000 Penalty: 5106.984863
	Iteration 46Q: 3 clusters Score -4118762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4118764.250000 Penalty: 5106.984863
	Iteration 47Q: 3 clusters Score -4118764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4118782.250000 Penalty: 5106.984863
	Iteration 48Q: 3 clusters Score -4118782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4118778.000000 Penalty: 5106.984863
	Iteration 49Q: 3 clusters Score -4118778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4118792.000000 Penalty: 5106.984863
	Iteration 50Q: 3 clusters Score -4118792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4118792.500000 Penalty: 5106.984863
	Iteration 51Q: 3 clusters Score -4118792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4118794.750000 Penalty: 5106.984863
	Iteration 52Q: 3 clusters Score -4118795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4118796.500000 Penalty: 5106.984863
	Iteration 53Q: 3 clusters Score -4118796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4118791.750000 Penalty: 5106.984863
	Iteration 54Q: 3 clusters Score -4118792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4118794.000000 Penalty: 5106.984863
	Iteration 55Q: 3 clusters Score -4118794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4118794.000000 Penalty: 5106.984863
	Iteration 56F: 3 clusters Score -4118794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 136089 members 
Mstep: Class 19 contains 27258 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 115785 members 
Mstep: Class 25 contains 2366 members 
Entering Unmasked Estep 
Score: -95419040.000000 Penalty: 83092.820312
Splitting cluster 19 changes total score from -95376712.000000 to -95419040.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (6101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Entering Unmasked Estep 
Score: -858888.000000 Penalty: 2161.619385
	Iteration 0F: 2 clusters Score -858888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -853717.250000 Penalty: 4323.238770
	Iteration 0F: 3 clusters Score -853717.2 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -855275.312500 Penalty: 4323.238770
	Iteration 1F: 3 clusters Score -855275.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -855810.250000 Penalty: 4323.238770
	Iteration 2F: 3 clusters Score -855810.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -856198.125000 Penalty: 4323.238770
	Iteration 3F: 3 clusters Score -856198.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -856407.000000 Penalty: 4323.238770
	Iteration 4F: 3 clusters Score -856407 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -856526.750000 Penalty: 4323.238770
	Iteration 5Q: 3 clusters Score -856526.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -856623.187500 Penalty: 4323.238770
	Iteration 6Q: 3 clusters Score -856623.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -856698.562500 Penalty: 4323.238770
	Iteration 7Q: 3 clusters Score -856698.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -856774.625000 Penalty: 4323.238770
	Iteration 8Q: 3 clusters Score -856774.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -856853.250000 Penalty: 4323.238770
	Iteration 9Q: 3 clusters Score -856853.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -856917.687500 Penalty: 4323.238770
	Iteration 10Q: 3 clusters Score -856917.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -856987.125000 Penalty: 4323.238770
	Iteration 11Q: 3 clusters Score -856987.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -857057.687500 Penalty: 4323.238770
	Iteration 12Q: 3 clusters Score -857057.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -857121.250000 Penalty: 4323.238770
	Iteration 13Q: 3 clusters Score -857121.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -857172.375000 Penalty: 4323.238770
	Iteration 14Q: 3 clusters Score -857172.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -857215.187500 Penalty: 4323.238770
	Iteration 15Q: 3 clusters Score -857215.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -857278.375000 Penalty: 4323.238770
	Iteration 16Q: 3 clusters Score -857278.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -857361.375000 Penalty: 4323.238770
	Iteration 17Q: 3 clusters Score -857361.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -857473.500000 Penalty: 4323.238770
	Iteration 18Q: 3 clusters Score -857473.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -857594.250000 Penalty: 4323.238770
	Iteration 19Q: 3 clusters Score -857594.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -857717.125000 Penalty: 4323.238770
	Iteration 20F: 3 clusters Score -857717.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -857884.875000 Penalty: 4323.238770
	Iteration 21Q: 3 clusters Score -857884.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -858115.562500 Penalty: 4323.238770
	Iteration 22Q: 3 clusters Score -858115.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -858438.187500 Penalty: 4323.238770
	Iteration 23Q: 3 clusters Score -858438.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -858889.625000 Penalty: 4323.238770
	Iteration 24Q: 3 clusters Score -858889.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -859416.437500 Penalty: 4323.238770
	Iteration 25Q: 3 clusters Score -859416.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -859691.000000 Penalty: 4323.238770
	Iteration 26Q: 3 clusters Score -859691 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -859835.875000 Penalty: 4323.238770
	Iteration 27Q: 3 clusters Score -859835.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -859921.750000 Penalty: 4323.238770
	Iteration 28Q: 3 clusters Score -859921.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -859963.062500 Penalty: 4323.238770
	Iteration 29Q: 3 clusters Score -859963.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -859982.000000 Penalty: 4323.238770
	Iteration 30Q: 3 clusters Score -859982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -859993.687500 Penalty: 4323.238770
	Iteration 31Q: 3 clusters Score -859993.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -859998.437500 Penalty: 4323.238770
	Iteration 32Q: 3 clusters Score -859998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -860002.125000 Penalty: 4323.238770
	Iteration 33Q: 3 clusters Score -860002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -860001.687500 Penalty: 4323.238770
	Iteration 34Q: 3 clusters Score -860001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -860002.812500 Penalty: 4323.238770
	Iteration 35Q: 3 clusters Score -860002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -860030.125000 Penalty: 4323.238770
	Iteration 36F: 3 clusters Score -860030.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -860050.625000 Penalty: 4323.238770
	Iteration 37Q: 3 clusters Score -860050.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -860068.875000 Penalty: 4323.238770
	Iteration 38Q: 3 clusters Score -860068.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -860075.250000 Penalty: 4323.238770
	Iteration 39Q: 3 clusters Score -860075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -860080.750000 Penalty: 4323.238770
	Iteration 40F: 3 clusters Score -860080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -860088.812500 Penalty: 4323.238770
	Iteration 41Q: 3 clusters Score -860088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -860094.562500 Penalty: 4323.238770
	Iteration 42Q: 3 clusters Score -860094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -860097.312500 Penalty: 4323.238770
	Iteration 43Q: 3 clusters Score -860097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -860101.625000 Penalty: 4323.238770
	Iteration 44Q: 3 clusters Score -860101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -860105.625000 Penalty: 4323.238770
	Iteration 45Q: 3 clusters Score -860105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -860111.937500 Penalty: 4323.238770
	Iteration 46Q: 3 clusters Score -860111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -860115.125000 Penalty: 4323.238770
	Iteration 47Q: 3 clusters Score -860115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -860117.812500 Penalty: 4323.238770
	Iteration 48Q: 3 clusters Score -860117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -860121.937500 Penalty: 4323.238770
	Iteration 49Q: 3 clusters Score -860121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -860122.625000 Penalty: 4323.238770
	Iteration 50Q: 3 clusters Score -860122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -860123.750000 Penalty: 4323.238770
	Iteration 51Q: 3 clusters Score -860123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -860123.312500 Penalty: 4323.238770
	Iteration 52Q: 3 clusters Score -860123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -860123.312500 Penalty: 4323.238770
	Iteration 53F: 3 clusters Score -860123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 136089 members 
Mstep: Class 19 contains 27258 members 
Mstep: Class 20 contains 4676 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 115785 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 1425 members 
Entering Unmasked Estep 
Score: -95418848.000000 Penalty: 86416.531250
Splitting cluster 20 changes total score from -95376712.000000 to -95418848.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 14946 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 118131 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 136089 members 
Mstep: Class 19 contains 27258 members 
Mstep: Class 20 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95428216.000000 Penalty: 86416.531250
Iteration 39Q: 27 clusters Score -9.542822e+07 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 22158 members 
Mstep: Class 3 contains 2239 members 
Mstep: Class 4 contains 13785 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 35745 members 
Mstep: Class 7 contains 14059 members 
Mstep: Class 8 contains 639 members 
Mstep: Class 9 contains 15199 members 
Mstep: Class 10 contains 26638 members 
Mstep: Class 11 contains 19827 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 116675 members 
Mstep: Class 14 contains 68721 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 11561 members 
Mstep: Class 18 contains 140038 members 
Mstep: Class 19 contains 27324 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 855 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 111241 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95435832.000000 Penalty: 86416.531250
Iteration 40F: 27 clusters Score -9.543583e+07 nChanged 16328
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 22022 members 
Mstep: Class 3 contains 2232 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 1133 members 
Mstep: Class 6 contains 35462 members 
Mstep: Class 7 contains 13867 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 14981 members 
Mstep: Class 10 contains 27101 members 
Mstep: Class 11 contains 19935 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 115345 members 
Mstep: Class 14 contains 68259 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 141885 members 
Mstep: Class 19 contains 27405 members 
Mstep: Class 20 contains 4754 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 111048 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95438312.000000 Penalty: 86416.531250
Iteration 41Q: 27 clusters Score -9.543831e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 21909 members 
Mstep: Class 3 contains 2211 members 
Mstep: Class 4 contains 14023 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 35254 members 
Mstep: Class 7 contains 13779 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 14932 members 
Mstep: Class 10 contains 27383 members 
Mstep: Class 11 contains 20054 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 114822 members 
Mstep: Class 14 contains 67944 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 143353 members 
Mstep: Class 19 contains 27494 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 110211 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95438864.000000 Penalty: 86416.531250
Iteration 42Q: 27 clusters Score -9.543886e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 21847 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 35109 members 
Mstep: Class 7 contains 13726 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 14954 members 
Mstep: Class 10 contains 27550 members 
Mstep: Class 11 contains 20143 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 114942 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 11289 members 
Mstep: Class 18 contains 144156 members 
Mstep: Class 19 contains 27584 members 
Mstep: Class 20 contains 4729 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 109436 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95439640.000000 Penalty: 86416.531250
Iteration 43Q: 27 clusters Score -9.543964e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 21792 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 14029 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 34974 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 14987 members 
Mstep: Class 10 contains 27673 members 
Mstep: Class 11 contains 20261 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 115402 members 
Mstep: Class 14 contains 67413 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 11270 members 
Mstep: Class 18 contains 144401 members 
Mstep: Class 19 contains 27626 members 
Mstep: Class 20 contains 4717 members 
Mstep: Class 21 contains 193 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 108832 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95439856.000000 Penalty: 86416.531250
Iteration 44Q: 27 clusters Score -9.543986e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13990 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 34809 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 27757 members 
Mstep: Class 11 contains 20403 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 116310 members 
Mstep: Class 14 contains 67177 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 144059 members 
Mstep: Class 19 contains 27724 members 
Mstep: Class 20 contains 4707 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 108399 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95440456.000000 Penalty: 86416.531250
Iteration 45Q: 27 clusters Score -9.544046e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13951 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 34645 members 
Mstep: Class 7 contains 13643 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15052 members 
Mstep: Class 10 contains 27814 members 
Mstep: Class 11 contains 20548 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 117480 members 
Mstep: Class 14 contains 66954 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 11251 members 
Mstep: Class 18 contains 143377 members 
Mstep: Class 19 contains 27801 members 
Mstep: Class 20 contains 4687 members 
Mstep: Class 21 contains 201 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2255 members 
Mstep: Class 24 contains 108057 members 
Mstep: Class 25 contains 2514 members 
Mstep: Class 26 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95440568.000000 Penalty: 86416.531250
Iteration 46Q: 27 clusters Score -9.544057e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 21814 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13886 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 34524 members 
Mstep: Class 7 contains 13615 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15101 members 
Mstep: Class 10 contains 27883 members 
Mstep: Class 11 contains 20690 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 118772 members 
Mstep: Class 14 contains 66754 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 6524 members 
Mstep: Class 17 contains 11244 members 
Mstep: Class 18 contains 142469 members 
Mstep: Class 19 contains 27849 members 
Mstep: Class 20 contains 4654 members 
Mstep: Class 21 contains 201 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2255 members 
Mstep: Class 24 contains 107795 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95440448.000000 Penalty: 86416.531250
Iteration 47Q: 27 clusters Score -9.544045e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 21846 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13813 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 34454 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15152 members 
Mstep: Class 10 contains 27943 members 
Mstep: Class 11 contains 20796 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 120168 members 
Mstep: Class 14 contains 66606 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 11240 members 
Mstep: Class 18 contains 141283 members 
Mstep: Class 19 contains 27925 members 
Mstep: Class 20 contains 4654 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2255 members 
Mstep: Class 24 contains 107602 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95440752.000000 Penalty: 86416.531250
Iteration 48Q: 27 clusters Score -9.544075e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 21869 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13756 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 34361 members 
Mstep: Class 7 contains 13537 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15203 members 
Mstep: Class 10 contains 28002 members 
Mstep: Class 11 contains 20891 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 121710 members 
Mstep: Class 14 contains 66505 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 17 contains 11238 members 
Mstep: Class 18 contains 140010 members 
Mstep: Class 19 contains 28006 members 
Mstep: Class 20 contains 4645 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 107325 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95440712.000000 Penalty: 86416.531250
Iteration 49Q: 27 clusters Score -9.544071e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 21905 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13685 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 13517 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15244 members 
Mstep: Class 10 contains 28053 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 123432 members 
Mstep: Class 14 contains 66374 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 6507 members 
Mstep: Class 17 contains 11232 members 
Mstep: Class 18 contains 138545 members 
Mstep: Class 19 contains 28069 members 
Mstep: Class 20 contains 4642 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 107081 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95440912.000000 Penalty: 86416.531250
Iteration 50Q: 27 clusters Score -9.544091e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 21951 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13602 members 
Mstep: Class 5 contains 1121 members 
Mstep: Class 6 contains 34225 members 
Mstep: Class 7 contains 13504 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15286 members 
Mstep: Class 10 contains 28123 members 
Mstep: Class 11 contains 21094 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 125244 members 
Mstep: Class 14 contains 66270 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 6503 members 
Mstep: Class 17 contains 11227 members 
Mstep: Class 18 contains 136953 members 
Mstep: Class 19 contains 28104 members 
Mstep: Class 20 contains 4640 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 106822 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95440776.000000 Penalty: 86416.531250
Iteration 51Q: 27 clusters Score -9.544078e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 21981 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13545 members 
Mstep: Class 5 contains 1121 members 
Mstep: Class 6 contains 34149 members 
Mstep: Class 7 contains 13503 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15319 members 
Mstep: Class 10 contains 28229 members 
Mstep: Class 11 contains 21203 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 127065 members 
Mstep: Class 14 contains 66178 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 17 contains 11216 members 
Mstep: Class 18 contains 135381 members 
Mstep: Class 19 contains 28126 members 
Mstep: Class 20 contains 4636 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 106489 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95441248.000000 Penalty: 86416.531250
Iteration 52Q: 27 clusters Score -9.544125e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13481 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 34059 members 
Mstep: Class 7 contains 13505 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 28313 members 
Mstep: Class 11 contains 21331 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 128910 members 
Mstep: Class 14 contains 66082 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 11210 members 
Mstep: Class 18 contains 133904 members 
Mstep: Class 19 contains 28150 members 
Mstep: Class 20 contains 4626 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 106074 members 
Mstep: Class 25 contains 2587 members 
Mstep: Class 26 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95441536.000000 Penalty: 86416.531250
Iteration 53Q: 27 clusters Score -9.544154e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 22055 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13411 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 33974 members 
Mstep: Class 7 contains 13500 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 28406 members 
Mstep: Class 11 contains 21466 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 130856 members 
Mstep: Class 14 contains 65991 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 11211 members 
Mstep: Class 18 contains 132402 members 
Mstep: Class 19 contains 28157 members 
Mstep: Class 20 contains 4631 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 105545 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95441992.000000 Penalty: 86416.531250
Iteration 54Q: 27 clusters Score -9.544199e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 22114 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13331 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 33876 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15459 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 21615 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 132810 members 
Mstep: Class 14 contains 65922 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 11206 members 
Mstep: Class 18 contains 130911 members 
Mstep: Class 19 contains 28166 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 104969 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95442152.000000 Penalty: 86416.531250
Iteration 55Q: 27 clusters Score -9.544215e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 22170 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13261 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 33773 members 
Mstep: Class 7 contains 13459 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15496 members 
Mstep: Class 10 contains 28621 members 
Mstep: Class 11 contains 21777 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 134711 members 
Mstep: Class 14 contains 65868 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 11206 members 
Mstep: Class 18 contains 129606 members 
Mstep: Class 19 contains 28153 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 104228 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95442496.000000 Penalty: 86416.531250
Iteration 56Q: 27 clusters Score -9.54425e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 33630 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15532 members 
Mstep: Class 10 contains 28763 members 
Mstep: Class 11 contains 21955 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 136560 members 
Mstep: Class 14 contains 65829 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 11207 members 
Mstep: Class 18 contains 128445 members 
Mstep: Class 19 contains 28152 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 103380 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95442608.000000 Penalty: 86416.531250
Iteration 57Q: 27 clusters Score -9.544261e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 22247 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 33485 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15565 members 
Mstep: Class 10 contains 28923 members 
Mstep: Class 11 contains 22131 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 138412 members 
Mstep: Class 14 contains 65788 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 11205 members 
Mstep: Class 18 contains 127324 members 
Mstep: Class 19 contains 28154 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 102467 members 
Mstep: Class 25 contains 2620 members 
Mstep: Class 26 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95442824.000000 Penalty: 86416.531250
Iteration 58Q: 27 clusters Score -9.544282e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 22284 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13097 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 33336 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 29069 members 
Mstep: Class 11 contains 22304 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 140245 members 
Mstep: Class 14 contains 65756 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 126280 members 
Mstep: Class 19 contains 28148 members 
Mstep: Class 20 contains 4649 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 101521 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95443144.000000 Penalty: 86416.531250
Iteration 59Q: 27 clusters Score -9.544314e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 22326 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 13028 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 33181 members 
Mstep: Class 7 contains 13414 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 15653 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 142033 members 
Mstep: Class 14 contains 65741 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 11197 members 
Mstep: Class 18 contains 125382 members 
Mstep: Class 19 contains 28127 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 100472 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95443784.000000 Penalty: 86416.531250
Iteration 60F: 27 clusters Score -9.544378e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 22376 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 12994 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 33018 members 
Mstep: Class 7 contains 13394 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 29338 members 
Mstep: Class 11 contains 22697 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 143862 members 
Mstep: Class 14 contains 65720 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 6477 members 
Mstep: Class 17 contains 11191 members 
Mstep: Class 18 contains 124574 members 
Mstep: Class 19 contains 28122 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 209 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 99303 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95443976.000000 Penalty: 86416.531250
Iteration 61Q: 27 clusters Score -9.544398e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 22431 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 12949 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 32827 members 
Mstep: Class 7 contains 13380 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 15721 members 
Mstep: Class 10 contains 29490 members 
Mstep: Class 11 contains 22905 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 145692 members 
Mstep: Class 14 contains 65688 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6469 members 
Mstep: Class 17 contains 11186 members 
Mstep: Class 18 contains 123896 members 
Mstep: Class 19 contains 28100 members 
Mstep: Class 20 contains 4651 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 98000 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95444136.000000 Penalty: 86416.531250
Iteration 62Q: 27 clusters Score -9.544414e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 22472 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 12893 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 32647 members 
Mstep: Class 7 contains 13376 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 15761 members 
Mstep: Class 10 contains 29635 members 
Mstep: Class 11 contains 23136 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 147604 members 
Mstep: Class 14 contains 65655 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 11182 members 
Mstep: Class 18 contains 123186 members 
Mstep: Class 19 contains 28083 members 
Mstep: Class 20 contains 4650 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 96631 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95444176.000000 Penalty: 86416.531250
Iteration 63Q: 27 clusters Score -9.544418e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 22511 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 12844 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 32460 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 15798 members 
Mstep: Class 10 contains 29758 members 
Mstep: Class 11 contains 23366 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 149608 members 
Mstep: Class 14 contains 65620 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 11182 members 
Mstep: Class 18 contains 122411 members 
Mstep: Class 19 contains 28052 members 
Mstep: Class 20 contains 4656 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 95239 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95444592.000000 Penalty: 86416.531250
Iteration 64Q: 27 clusters Score -9.544459e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 22557 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 12798 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 32230 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 15834 members 
Mstep: Class 10 contains 29867 members 
Mstep: Class 11 contains 23622 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 151718 members 
Mstep: Class 14 contains 65588 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 11184 members 
Mstep: Class 18 contains 121617 members 
Mstep: Class 19 contains 28041 members 
Mstep: Class 20 contains 4663 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 93767 members 
Mstep: Class 25 contains 2654 members 
Mstep: Class 26 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95444504.000000 Penalty: 86416.531250
Iteration 65Q: 27 clusters Score -9.54445e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 22615 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 12742 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 32001 members 
Mstep: Class 7 contains 13372 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 15861 members 
Mstep: Class 10 contains 30000 members 
Mstep: Class 11 contains 23905 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 153874 members 
Mstep: Class 14 contains 65548 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 11182 members 
Mstep: Class 18 contains 120985 members 
Mstep: Class 19 contains 28009 members 
Mstep: Class 20 contains 4669 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 92088 members 
Mstep: Class 25 contains 2663 members 
Mstep: Class 26 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95445120.000000 Penalty: 86416.531250
Iteration 66Q: 27 clusters Score -9.544512e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 22683 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12697 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 31774 members 
Mstep: Class 7 contains 13365 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 15885 members 
Mstep: Class 10 contains 30136 members 
Mstep: Class 11 contains 24179 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 155982 members 
Mstep: Class 14 contains 65525 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 11183 members 
Mstep: Class 18 contains 120400 members 
Mstep: Class 19 contains 27965 members 
Mstep: Class 20 contains 4669 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 90395 members 
Mstep: Class 25 contains 2670 members 
Mstep: Class 26 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95445200.000000 Penalty: 86416.531250
Iteration 67Q: 27 clusters Score -9.54452e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 22749 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12646 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 31556 members 
Mstep: Class 7 contains 13365 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 30271 members 
Mstep: Class 11 contains 24447 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 158083 members 
Mstep: Class 14 contains 65521 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 11176 members 
Mstep: Class 18 contains 119860 members 
Mstep: Class 19 contains 27925 members 
Mstep: Class 20 contains 4673 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 88616 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 2262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95445672.000000 Penalty: 86416.531250
Iteration 68Q: 27 clusters Score -9.544567e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 22804 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12601 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 31288 members 
Mstep: Class 7 contains 13369 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 15950 members 
Mstep: Class 10 contains 30400 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 160208 members 
Mstep: Class 14 contains 65529 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 11176 members 
Mstep: Class 18 contains 119314 members 
Mstep: Class 19 contains 27895 members 
Mstep: Class 20 contains 4688 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 86844 members 
Mstep: Class 25 contains 2686 members 
Mstep: Class 26 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95446192.000000 Penalty: 86416.531250
Iteration 69Q: 27 clusters Score -9.544619e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 22844 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12555 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 31012 members 
Mstep: Class 7 contains 13374 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 15982 members 
Mstep: Class 10 contains 30535 members 
Mstep: Class 11 contains 25062 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 162383 members 
Mstep: Class 14 contains 65530 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 11172 members 
Mstep: Class 18 contains 118775 members 
Mstep: Class 19 contains 27858 members 
Mstep: Class 20 contains 4690 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 85028 members 
Mstep: Class 25 contains 2688 members 
Mstep: Class 26 contains 2268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95446384.000000 Penalty: 86416.531250
Iteration 70Q: 27 clusters Score -9.544638e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 22877 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12510 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 30709 members 
Mstep: Class 7 contains 13385 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 16016 members 
Mstep: Class 10 contains 30671 members 
Mstep: Class 11 contains 25378 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 164537 members 
Mstep: Class 14 contains 65544 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 11166 members 
Mstep: Class 18 contains 118254 members 
Mstep: Class 19 contains 27844 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 83211 members 
Mstep: Class 25 contains 2691 members 
Mstep: Class 26 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95446720.000000 Penalty: 86416.531250
Iteration 71Q: 27 clusters Score -9.544672e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 22922 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 30401 members 
Mstep: Class 7 contains 13381 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 16052 members 
Mstep: Class 10 contains 30807 members 
Mstep: Class 11 contains 25696 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 166680 members 
Mstep: Class 14 contains 65543 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 6400 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 117809 members 
Mstep: Class 19 contains 27843 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 81341 members 
Mstep: Class 25 contains 2697 members 
Mstep: Class 26 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95447064.000000 Penalty: 86416.531250
Iteration 72Q: 27 clusters Score -9.544706e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 22949 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12364 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 30096 members 
Mstep: Class 7 contains 13394 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 16092 members 
Mstep: Class 10 contains 30931 members 
Mstep: Class 11 contains 26013 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 168921 members 
Mstep: Class 14 contains 65567 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 117366 members 
Mstep: Class 19 contains 27859 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2257 members 
Mstep: Class 24 contains 79377 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95447600.000000 Penalty: 86416.531250
Iteration 73Q: 27 clusters Score -9.54476e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 23001 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 29764 members 
Mstep: Class 7 contains 13406 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 16126 members 
Mstep: Class 10 contains 31065 members 
Mstep: Class 11 contains 26380 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 171061 members 
Mstep: Class 14 contains 65613 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 6362 members 
Mstep: Class 17 contains 11135 members 
Mstep: Class 18 contains 116991 members 
Mstep: Class 19 contains 27836 members 
Mstep: Class 20 contains 4730 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 77403 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95448256.000000 Penalty: 86416.531250
Iteration 74Q: 27 clusters Score -9.544826e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 23049 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 29458 members 
Mstep: Class 7 contains 13412 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 16159 members 
Mstep: Class 10 contains 31219 members 
Mstep: Class 11 contains 26733 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 173077 members 
Mstep: Class 14 contains 65637 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 11121 members 
Mstep: Class 18 contains 116828 members 
Mstep: Class 19 contains 27801 members 
Mstep: Class 20 contains 4733 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 75347 members 
Mstep: Class 25 contains 2718 members 
Mstep: Class 26 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95448672.000000 Penalty: 86416.531250
Iteration 75Q: 27 clusters Score -9.544867e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 23082 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 29111 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 16182 members 
Mstep: Class 10 contains 31359 members 
Mstep: Class 11 contains 27115 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 175089 members 
Mstep: Class 14 contains 65653 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 11117 members 
Mstep: Class 18 contains 116637 members 
Mstep: Class 19 contains 27783 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 73345 members 
Mstep: Class 25 contains 2720 members 
Mstep: Class 26 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95449248.000000 Penalty: 86416.531250
Iteration 76Q: 27 clusters Score -9.544925e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 23116 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12130 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 28697 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 16213 members 
Mstep: Class 10 contains 31529 members 
Mstep: Class 11 contains 27553 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 177103 members 
Mstep: Class 14 contains 65663 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 11104 members 
Mstep: Class 18 contains 116395 members 
Mstep: Class 19 contains 27761 members 
Mstep: Class 20 contains 4751 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 71360 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95449504.000000 Penalty: 86416.531250
Iteration 77Q: 27 clusters Score -9.54495e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 23142 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 28283 members 
Mstep: Class 7 contains 13412 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 16230 members 
Mstep: Class 10 contains 31667 members 
Mstep: Class 11 contains 28025 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 179162 members 
Mstep: Class 14 contains 65699 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 116124 members 
Mstep: Class 19 contains 27725 members 
Mstep: Class 20 contains 4752 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 69406 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95450456.000000 Penalty: 86416.531250
Iteration 78Q: 27 clusters Score -9.545046e+07 nChanged 4907
Entering ConstructFrom: 
Score: -95450456.000000 Penalty: 86416.531250
Entering ConstructFrom: 
Trying to split cluster 1 (10468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Entering Unmasked Estep 
Score: -1506051.000000 Penalty: 2295.507568
	Iteration 0F: 2 clusters Score -1506051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1498113.500000 Penalty: 4591.015137
	Iteration 0F: 3 clusters Score -1498114 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1500465.750000 Penalty: 4591.015137
	Iteration 1F: 3 clusters Score -1500466 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1500821.500000 Penalty: 4591.015137
	Iteration 2F: 3 clusters Score -1500822 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1501118.875000 Penalty: 4591.015137
	Iteration 3F: 3 clusters Score -1501119 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1501403.250000 Penalty: 4591.015137
	Iteration 4Q: 3 clusters Score -1501403 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1501685.375000 Penalty: 4591.015137
	Iteration 5Q: 3 clusters Score -1501685 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1501996.625000 Penalty: 4591.015137
	Iteration 6Q: 3 clusters Score -1501997 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1502326.125000 Penalty: 4591.015137
	Iteration 7Q: 3 clusters Score -1502326 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1502669.375000 Penalty: 4591.015137
	Iteration 8Q: 3 clusters Score -1502669 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1503028.500000 Penalty: 4591.015137
	Iteration 9Q: 3 clusters Score -1503028 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1503348.000000 Penalty: 4591.015137
	Iteration 10Q: 3 clusters Score -1503348 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1503636.500000 Penalty: 4591.015137
	Iteration 11Q: 3 clusters Score -1503636 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1503874.000000 Penalty: 4591.015137
	Iteration 12Q: 3 clusters Score -1503874 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1504077.750000 Penalty: 4591.015137
	Iteration 13Q: 3 clusters Score -1504078 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1504215.250000 Penalty: 4591.015137
	Iteration 14Q: 3 clusters Score -1504215 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1504328.250000 Penalty: 4591.015137
	Iteration 15Q: 3 clusters Score -1504328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1504414.250000 Penalty: 4591.015137
	Iteration 16Q: 3 clusters Score -1504414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1504475.250000 Penalty: 4591.015137
	Iteration 17Q: 3 clusters Score -1504475 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1504528.875000 Penalty: 4591.015137
	Iteration 18Q: 3 clusters Score -1504529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1504567.250000 Penalty: 4591.015137
	Iteration 19Q: 3 clusters Score -1504567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1504604.500000 Penalty: 4591.015137
	Iteration 20F: 3 clusters Score -1504604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1504626.125000 Penalty: 4591.015137
	Iteration 21Q: 3 clusters Score -1504626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1504643.000000 Penalty: 4591.015137
	Iteration 22Q: 3 clusters Score -1504643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1504652.375000 Penalty: 4591.015137
	Iteration 23Q: 3 clusters Score -1504652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1504655.500000 Penalty: 4591.015137
	Iteration 24Q: 3 clusters Score -1504656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1504660.250000 Penalty: 4591.015137
	Iteration 25Q: 3 clusters Score -1504660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1504667.000000 Penalty: 4591.015137
	Iteration 26Q: 3 clusters Score -1504667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1504670.375000 Penalty: 4591.015137
	Iteration 27Q: 3 clusters Score -1504670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1504672.000000 Penalty: 4591.015137
	Iteration 28Q: 3 clusters Score -1504672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1504676.750000 Penalty: 4591.015137
	Iteration 29Q: 3 clusters Score -1504677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1504676.875000 Penalty: 4591.015137
	Iteration 30Q: 3 clusters Score -1504677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1504677.500000 Penalty: 4591.015137
	Iteration 31Q: 3 clusters Score -1504678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1504676.125000 Penalty: 4591.015137
	Iteration 32Q: 3 clusters Score -1504676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1504679.250000 Penalty: 4591.015137
	Iteration 33Q: 3 clusters Score -1504679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1504677.250000 Penalty: 4591.015137
	Iteration 34Q: 3 clusters Score -1504677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1504683.125000 Penalty: 4591.015137
	Iteration 35Q: 3 clusters Score -1504683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1504683.125000 Penalty: 4591.015137
	Iteration 36Q: 3 clusters Score -1504683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1504683.125000 Penalty: 4591.015137
	Iteration 37Q: 3 clusters Score -1504683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1504682.125000 Penalty: 4591.015137
	Iteration 38Q: 3 clusters Score -1504682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1504683.125000 Penalty: 4591.015137
	Iteration 39Q: 3 clusters Score -1504683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1504681.625000 Penalty: 4591.015137
	Iteration 40F: 3 clusters Score -1504682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1504684.625000 Penalty: 4591.015137
	Iteration 41Q: 3 clusters Score -1504685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1504685.500000 Penalty: 4591.015137
	Iteration 42Q: 3 clusters Score -1504686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1504686.000000 Penalty: 4591.015137
	Iteration 43Q: 3 clusters Score -1504686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1504685.750000 Penalty: 4591.015137
	Iteration 44Q: 3 clusters Score -1504686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1504685.875000 Penalty: 4591.015137
	Iteration 45Q: 3 clusters Score -1504686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1504685.875000 Penalty: 4591.015137
	Iteration 46F: 3 clusters Score -1504686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Entering Unmasked Estep 
Score: -3211946.250000 Penalty: 2492.498779
	Iteration 0F: 2 clusters Score -3211946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3195890.250000 Penalty: 4984.997559
	Iteration 0F: 3 clusters Score -3195890 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3202197.250000 Penalty: 4984.997559
	Iteration 1F: 3 clusters Score -3202197 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3203339.750000 Penalty: 4984.997559
	Iteration 2F: 3 clusters Score -3203340 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3204527.250000 Penalty: 4984.997559
	Iteration 3F: 3 clusters Score -3204527 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3205579.250000 Penalty: 4984.997559
	Iteration 4F: 3 clusters Score -3205579 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3206535.000000 Penalty: 4984.997559
	Iteration 5F: 3 clusters Score -3206535 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3207416.500000 Penalty: 4984.997559
	Iteration 6F: 3 clusters Score -3207416 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3208209.000000 Penalty: 4984.997559
	Iteration 7Q: 3 clusters Score -3208209 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3208894.000000 Penalty: 4984.997559
	Iteration 8Q: 3 clusters Score -3208894 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3209373.500000 Penalty: 4984.997559
	Iteration 9Q: 3 clusters Score -3209374 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3209774.750000 Penalty: 4984.997559
	Iteration 10Q: 3 clusters Score -3209775 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3210055.750000 Penalty: 4984.997559
	Iteration 11Q: 3 clusters Score -3210056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3210233.750000 Penalty: 4984.997559
	Iteration 12Q: 3 clusters Score -3210234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3210377.750000 Penalty: 4984.997559
	Iteration 13Q: 3 clusters Score -3210378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3210472.750000 Penalty: 4984.997559
	Iteration 14Q: 3 clusters Score -3210473 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3210562.500000 Penalty: 4984.997559
	Iteration 15Q: 3 clusters Score -3210562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3210618.000000 Penalty: 4984.997559
	Iteration 16Q: 3 clusters Score -3210618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3210671.000000 Penalty: 4984.997559
	Iteration 17Q: 3 clusters Score -3210671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3210700.250000 Penalty: 4984.997559
	Iteration 18Q: 3 clusters Score -3210700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3210708.000000 Penalty: 4984.997559
	Iteration 19Q: 3 clusters Score -3210708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3210722.000000 Penalty: 4984.997559
	Iteration 20F: 3 clusters Score -3210722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3210725.000000 Penalty: 4984.997559
	Iteration 21Q: 3 clusters Score -3210725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3210730.250000 Penalty: 4984.997559
	Iteration 22Q: 3 clusters Score -3210730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3210730.000000 Penalty: 4984.997559
	Iteration 23Q: 3 clusters Score -3210730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3210738.750000 Penalty: 4984.997559
	Iteration 24Q: 3 clusters Score -3210739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3210744.500000 Penalty: 4984.997559
	Iteration 25Q: 3 clusters Score -3210744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3210740.250000 Penalty: 4984.997559
	Iteration 26Q: 3 clusters Score -3210740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3210741.500000 Penalty: 4984.997559
	Iteration 27Q: 3 clusters Score -3210742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3210745.750000 Penalty: 4984.997559
	Iteration 28Q: 3 clusters Score -3210746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3210740.500000 Penalty: 4984.997559
	Iteration 29Q: 3 clusters Score -3210740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3210737.500000 Penalty: 4984.997559
	Iteration 30Q: 3 clusters Score -3210738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3210738.000000 Penalty: 4984.997559
	Iteration 31Q: 3 clusters Score -3210738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3210738.750000 Penalty: 4984.997559
	Iteration 32Q: 3 clusters Score -3210739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3210738.750000 Penalty: 4984.997559
	Iteration 33F: 3 clusters Score -3210739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -259015.453125 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -259015.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -256534.812500 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -256534.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -259674.171875 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -259674.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -264345.531250 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -264345.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268423.312500 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -268423.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -269974.656250 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -269974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -270186.250000 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -270186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -270195.531250 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -270195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -270195.531250 Penalty: 3815.514648
	Iteration 7F: 3 clusters Score -270195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 31793 members 
Mstep: Class 11 contains 28514 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 181180 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 115845 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 67486 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1044 members 
Entering Unmasked Estep 
Score: -95460608.000000 Penalty: 89740.242188
Splitting cluster 3 changes total score from -95450456.000000 to -95460608.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (12045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Entering Unmasked Estep 
Score: -1732889.875000 Penalty: 2330.308594
	Iteration 0F: 2 clusters Score -1732890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1724031.875000 Penalty: 4660.617188
	Iteration 0F: 3 clusters Score -1724032 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1726757.875000 Penalty: 4660.617188
	Iteration 1F: 3 clusters Score -1726758 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1727240.125000 Penalty: 4660.617188
	Iteration 2F: 3 clusters Score -1727240 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1727781.500000 Penalty: 4660.617188
	Iteration 3F: 3 clusters Score -1727782 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1728377.625000 Penalty: 4660.617188
	Iteration 4F: 3 clusters Score -1728378 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1729040.875000 Penalty: 4660.617188
	Iteration 5F: 3 clusters Score -1729041 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1729723.000000 Penalty: 4660.617188
	Iteration 6F: 3 clusters Score -1729723 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1730349.500000 Penalty: 4660.617188
	Iteration 7F: 3 clusters Score -1730350 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1730850.125000 Penalty: 4660.617188
	Iteration 8F: 3 clusters Score -1730850 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1731191.375000 Penalty: 4660.617188
	Iteration 9Q: 3 clusters Score -1731191 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1731404.250000 Penalty: 4660.617188
	Iteration 10Q: 3 clusters Score -1731404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1731545.000000 Penalty: 4660.617188
	Iteration 11Q: 3 clusters Score -1731545 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1731644.000000 Penalty: 4660.617188
	Iteration 12Q: 3 clusters Score -1731644 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1731718.000000 Penalty: 4660.617188
	Iteration 13Q: 3 clusters Score -1731718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1731757.750000 Penalty: 4660.617188
	Iteration 14Q: 3 clusters Score -1731758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1731794.000000 Penalty: 4660.617188
	Iteration 15Q: 3 clusters Score -1731794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1731828.125000 Penalty: 4660.617188
	Iteration 16Q: 3 clusters Score -1731828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1731852.375000 Penalty: 4660.617188
	Iteration 17Q: 3 clusters Score -1731852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1731868.875000 Penalty: 4660.617188
	Iteration 18Q: 3 clusters Score -1731869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1731881.125000 Penalty: 4660.617188
	Iteration 19Q: 3 clusters Score -1731881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1731888.875000 Penalty: 4660.617188
	Iteration 20F: 3 clusters Score -1731889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1731903.000000 Penalty: 4660.617188
	Iteration 21Q: 3 clusters Score -1731903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1731910.000000 Penalty: 4660.617188
	Iteration 22Q: 3 clusters Score -1731910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1731921.125000 Penalty: 4660.617188
	Iteration 23Q: 3 clusters Score -1731921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1731928.125000 Penalty: 4660.617188
	Iteration 24Q: 3 clusters Score -1731928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1731937.250000 Penalty: 4660.617188
	Iteration 25Q: 3 clusters Score -1731937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1731952.250000 Penalty: 4660.617188
	Iteration 26Q: 3 clusters Score -1731952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1731958.000000 Penalty: 4660.617188
	Iteration 27Q: 3 clusters Score -1731958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1731972.625000 Penalty: 4660.617188
	Iteration 28Q: 3 clusters Score -1731973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1731983.125000 Penalty: 4660.617188
	Iteration 29Q: 3 clusters Score -1731983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1731988.625000 Penalty: 4660.617188
	Iteration 30Q: 3 clusters Score -1731989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1731996.375000 Penalty: 4660.617188
	Iteration 31Q: 3 clusters Score -1731996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1732010.750000 Penalty: 4660.617188
	Iteration 32Q: 3 clusters Score -1732011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1732025.375000 Penalty: 4660.617188
	Iteration 33Q: 3 clusters Score -1732025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1732037.125000 Penalty: 4660.617188
	Iteration 34Q: 3 clusters Score -1732037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1732043.875000 Penalty: 4660.617188
	Iteration 35Q: 3 clusters Score -1732044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1732050.500000 Penalty: 4660.617188
	Iteration 36Q: 3 clusters Score -1732050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1732050.000000 Penalty: 4660.617188
	Iteration 37Q: 3 clusters Score -1732050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1732053.500000 Penalty: 4660.617188
	Iteration 38Q: 3 clusters Score -1732054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1732054.250000 Penalty: 4660.617188
	Iteration 39Q: 3 clusters Score -1732054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1732056.000000 Penalty: 4660.617188
	Iteration 40F: 3 clusters Score -1732056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1732058.250000 Penalty: 4660.617188
	Iteration 41Q: 3 clusters Score -1732058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1732058.250000 Penalty: 4660.617188
	Iteration 42Q: 3 clusters Score -1732058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1732058.375000 Penalty: 4660.617188
	Iteration 43Q: 3 clusters Score -1732058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1732062.000000 Penalty: 4660.617188
	Iteration 44Q: 3 clusters Score -1732062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1732067.000000 Penalty: 4660.617188
	Iteration 45Q: 3 clusters Score -1732067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1732065.625000 Penalty: 4660.617188
	Iteration 46Q: 3 clusters Score -1732066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1732063.875000 Penalty: 4660.617188
	Iteration 47Q: 3 clusters Score -1732064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1732064.000000 Penalty: 4660.617188
	Iteration 48Q: 3 clusters Score -1732064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1732062.375000 Penalty: 4660.617188
	Iteration 49Q: 3 clusters Score -1732062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1732063.250000 Penalty: 4660.617188
	Iteration 50Q: 3 clusters Score -1732063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1732060.125000 Penalty: 4660.617188
	Iteration 51Q: 3 clusters Score -1732060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1732062.125000 Penalty: 4660.617188
	Iteration 52Q: 3 clusters Score -1732062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1732062.125000 Penalty: 4660.617188
	Iteration 53F: 3 clusters Score -1732062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -110793.570312 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -110793.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -109214.632812 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -109214.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110082.781250 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -110082.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110519.273438 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -110519.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110814.953125 Penalty: 3481.127197
	Iteration 3F: 3 clusters Score -110815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -111291.515625 Penalty: 3481.127197
	Iteration 4F: 3 clusters Score -111291.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111725.531250 Penalty: 3481.127197
	Iteration 5F: 3 clusters Score -111725.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112274.453125 Penalty: 3481.127197
	Iteration 6F: 3 clusters Score -112274.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -112905.101562 Penalty: 3481.127197
	Iteration 7F: 3 clusters Score -112905.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113230.906250 Penalty: 3481.127197
	Iteration 8F: 3 clusters Score -113230.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113513.070312 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -113513.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114063.359375 Penalty: 3481.127197
	Iteration 10F: 3 clusters Score -114063.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -114660.375000 Penalty: 3481.127197
	Iteration 11F: 3 clusters Score -114660.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -115052.750000 Penalty: 3481.127197
	Iteration 12F: 3 clusters Score -115052.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115548.828125 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -115548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -115561.492188 Penalty: 3481.127197
	Iteration 14Q: 3 clusters Score -115561.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115567.585938 Penalty: 3481.127197
	Iteration 15Q: 3 clusters Score -115567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -115569.031250 Penalty: 3481.127197
	Iteration 16Q: 3 clusters Score -115569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -115569.031250 Penalty: 3481.127197
	Iteration 17F: 3 clusters Score -115569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 31793 members 
Mstep: Class 11 contains 28514 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 181180 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 115845 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 67486 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
Score: -95463752.000000 Penalty: 93063.953125
Splitting cluster 5 changes total score from -95450456.000000 to -95463752.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (27853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Entering Unmasked Estep 
Score: -4086078.250000 Penalty: 2538.204590
	Iteration 0F: 2 clusters Score -4086078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4066907.250000 Penalty: 5076.409180
	Iteration 0F: 3 clusters Score -4066907 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4073775.000000 Penalty: 5076.409180
	Iteration 1F: 3 clusters Score -4073775 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4074264.000000 Penalty: 5076.409180
	Iteration 2Q: 3 clusters Score -4074264 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4074745.750000 Penalty: 5076.409180
	Iteration 3Q: 3 clusters Score -4074746 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4075292.250000 Penalty: 5076.409180
	Iteration 4Q: 3 clusters Score -4075292 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4075797.750000 Penalty: 5076.409180
	Iteration 5Q: 3 clusters Score -4075798 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4076450.750000 Penalty: 5076.409180
	Iteration 6Q: 3 clusters Score -4076451 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4077241.500000 Penalty: 5076.409180
	Iteration 7Q: 3 clusters Score -4077242 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4078150.000000 Penalty: 5076.409180
	Iteration 8Q: 3 clusters Score -4078150 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4078972.500000 Penalty: 5076.409180
	Iteration 9Q: 3 clusters Score -4078972 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4079757.750000 Penalty: 5076.409180
	Iteration 10Q: 3 clusters Score -4079758 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4080417.250000 Penalty: 5076.409180
	Iteration 11Q: 3 clusters Score -4080417 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -4080969.750000 Penalty: 5076.409180
	Iteration 12Q: 3 clusters Score -4080970 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4081555.750000 Penalty: 5076.409180
	Iteration 13Q: 3 clusters Score -4081556 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4082079.500000 Penalty: 5076.409180
	Iteration 14Q: 3 clusters Score -4082080 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -4082467.250000 Penalty: 5076.409180
	Iteration 15Q: 3 clusters Score -4082467 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4082834.250000 Penalty: 5076.409180
	Iteration 16Q: 3 clusters Score -4082834 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -4083109.000000 Penalty: 5076.409180
	Iteration 17Q: 3 clusters Score -4083109 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4083294.250000 Penalty: 5076.409180
	Iteration 18Q: 3 clusters Score -4083294 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4083410.000000 Penalty: 5076.409180
	Iteration 19Q: 3 clusters Score -4083410 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4083516.500000 Penalty: 5076.409180
	Iteration 20F: 3 clusters Score -4083516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4083610.000000 Penalty: 5076.409180
	Iteration 21Q: 3 clusters Score -4083610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -4083662.750000 Penalty: 5076.409180
	Iteration 22Q: 3 clusters Score -4083663 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4083714.250000 Penalty: 5076.409180
	Iteration 23Q: 3 clusters Score -4083714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -4083761.750000 Penalty: 5076.409180
	Iteration 24Q: 3 clusters Score -4083762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4083824.250000 Penalty: 5076.409180
	Iteration 25Q: 3 clusters Score -4083824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4083849.750000 Penalty: 5076.409180
	Iteration 26Q: 3 clusters Score -4083850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4083880.000000 Penalty: 5076.409180
	Iteration 27Q: 3 clusters Score -4083880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4083914.000000 Penalty: 5076.409180
	Iteration 28Q: 3 clusters Score -4083914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4083940.000000 Penalty: 5076.409180
	Iteration 29Q: 3 clusters Score -4083940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -4083976.250000 Penalty: 5076.409180
	Iteration 30Q: 3 clusters Score -4083976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4083996.000000 Penalty: 5076.409180
	Iteration 31Q: 3 clusters Score -4083996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4084018.250000 Penalty: 5076.409180
	Iteration 32Q: 3 clusters Score -4084018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -4084045.250000 Penalty: 5076.409180
	Iteration 33Q: 3 clusters Score -4084045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -4084064.500000 Penalty: 5076.409180
	Iteration 34Q: 3 clusters Score -4084064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -4084083.000000 Penalty: 5076.409180
	Iteration 35Q: 3 clusters Score -4084083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4084097.250000 Penalty: 5076.409180
	Iteration 36Q: 3 clusters Score -4084097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4084116.500000 Penalty: 5076.409180
	Iteration 37Q: 3 clusters Score -4084116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4084122.750000 Penalty: 5076.409180
	Iteration 38Q: 3 clusters Score -4084123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4084132.000000 Penalty: 5076.409180
	Iteration 39Q: 3 clusters Score -4084132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4084136.500000 Penalty: 5076.409180
	Iteration 40F: 3 clusters Score -4084136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4084136.500000 Penalty: 5076.409180
	Iteration 41Q: 3 clusters Score -4084136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4084138.250000 Penalty: 5076.409180
	Iteration 42Q: 3 clusters Score -4084138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4084135.750000 Penalty: 5076.409180
	Iteration 43Q: 3 clusters Score -4084136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4084137.750000 Penalty: 5076.409180
	Iteration 44Q: 3 clusters Score -4084138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4084143.000000 Penalty: 5076.409180
	Iteration 45Q: 3 clusters Score -4084143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4084147.250000 Penalty: 5076.409180
	Iteration 46Q: 3 clusters Score -4084147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4084151.500000 Penalty: 5076.409180
	Iteration 47Q: 3 clusters Score -4084152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4084148.500000 Penalty: 5076.409180
	Iteration 48Q: 3 clusters Score -4084148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4084153.000000 Penalty: 5076.409180
	Iteration 49Q: 3 clusters Score -4084153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4084150.500000 Penalty: 5076.409180
	Iteration 50Q: 3 clusters Score -4084150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4084153.000000 Penalty: 5076.409180
	Iteration 51Q: 3 clusters Score -4084153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4084152.500000 Penalty: 5076.409180
	Iteration 52Q: 3 clusters Score -4084152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4084154.000000 Penalty: 5076.409180
	Iteration 53Q: 3 clusters Score -4084154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4084154.000000 Penalty: 5076.409180
	Iteration 54F: 3 clusters Score -4084154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Entering Unmasked Estep 
Score: -1706168.625000 Penalty: 2357.042236
	Iteration 0F: 2 clusters Score -1706169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1696302.625000 Penalty: 4714.084473
	Iteration 0F: 3 clusters Score -1696303 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1699415.625000 Penalty: 4714.084473
	Iteration 1F: 3 clusters Score -1699416 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1699820.250000 Penalty: 4714.084473
	Iteration 2F: 3 clusters Score -1699820 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1700140.125000 Penalty: 4714.084473
	Iteration 3F: 3 clusters Score -1700140 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1700439.000000 Penalty: 4714.084473
	Iteration 4Q: 3 clusters Score -1700439 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1700781.500000 Penalty: 4714.084473
	Iteration 5Q: 3 clusters Score -1700782 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1701165.250000 Penalty: 4714.084473
	Iteration 6Q: 3 clusters Score -1701165 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1701560.750000 Penalty: 4714.084473
	Iteration 7Q: 3 clusters Score -1701561 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1701995.625000 Penalty: 4714.084473
	Iteration 8Q: 3 clusters Score -1701996 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1702410.375000 Penalty: 4714.084473
	Iteration 9Q: 3 clusters Score -1702410 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1702762.125000 Penalty: 4714.084473
	Iteration 10Q: 3 clusters Score -1702762 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1703062.000000 Penalty: 4714.084473
	Iteration 11Q: 3 clusters Score -1703062 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1703304.500000 Penalty: 4714.084473
	Iteration 12Q: 3 clusters Score -1703304 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1703521.375000 Penalty: 4714.084473
	Iteration 13Q: 3 clusters Score -1703521 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1703691.750000 Penalty: 4714.084473
	Iteration 14Q: 3 clusters Score -1703692 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1703844.500000 Penalty: 4714.084473
	Iteration 15Q: 3 clusters Score -1703844 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1703957.250000 Penalty: 4714.084473
	Iteration 16Q: 3 clusters Score -1703957 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1704045.750000 Penalty: 4714.084473
	Iteration 17Q: 3 clusters Score -1704046 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1704129.875000 Penalty: 4714.084473
	Iteration 18Q: 3 clusters Score -1704130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1704207.875000 Penalty: 4714.084473
	Iteration 19Q: 3 clusters Score -1704208 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1704273.625000 Penalty: 4714.084473
	Iteration 20F: 3 clusters Score -1704274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1704318.625000 Penalty: 4714.084473
	Iteration 21Q: 3 clusters Score -1704319 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1704356.625000 Penalty: 4714.084473
	Iteration 22Q: 3 clusters Score -1704357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1704387.625000 Penalty: 4714.084473
	Iteration 23Q: 3 clusters Score -1704388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1704422.000000 Penalty: 4714.084473
	Iteration 24Q: 3 clusters Score -1704422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1704441.250000 Penalty: 4714.084473
	Iteration 25Q: 3 clusters Score -1704441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1704456.750000 Penalty: 4714.084473
	Iteration 26Q: 3 clusters Score -1704457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1704465.250000 Penalty: 4714.084473
	Iteration 27Q: 3 clusters Score -1704465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1704476.375000 Penalty: 4714.084473
	Iteration 28Q: 3 clusters Score -1704476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1704484.625000 Penalty: 4714.084473
	Iteration 29Q: 3 clusters Score -1704485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1704495.375000 Penalty: 4714.084473
	Iteration 30Q: 3 clusters Score -1704495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1704508.875000 Penalty: 4714.084473
	Iteration 31Q: 3 clusters Score -1704509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1704517.375000 Penalty: 4714.084473
	Iteration 32Q: 3 clusters Score -1704517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1704525.875000 Penalty: 4714.084473
	Iteration 33Q: 3 clusters Score -1704526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1704530.875000 Penalty: 4714.084473
	Iteration 34Q: 3 clusters Score -1704531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1704543.125000 Penalty: 4714.084473
	Iteration 35Q: 3 clusters Score -1704543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1704543.625000 Penalty: 4714.084473
	Iteration 36Q: 3 clusters Score -1704544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1704550.875000 Penalty: 4714.084473
	Iteration 37Q: 3 clusters Score -1704551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1704557.250000 Penalty: 4714.084473
	Iteration 38Q: 3 clusters Score -1704557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1704565.375000 Penalty: 4714.084473
	Iteration 39Q: 3 clusters Score -1704565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1704575.125000 Penalty: 4714.084473
	Iteration 40F: 3 clusters Score -1704575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1704580.625000 Penalty: 4714.084473
	Iteration 41Q: 3 clusters Score -1704581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1704586.500000 Penalty: 4714.084473
	Iteration 42Q: 3 clusters Score -1704586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1704591.750000 Penalty: 4714.084473
	Iteration 43Q: 3 clusters Score -1704592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1704599.375000 Penalty: 4714.084473
	Iteration 44Q: 3 clusters Score -1704599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1704608.875000 Penalty: 4714.084473
	Iteration 45Q: 3 clusters Score -1704609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1704616.875000 Penalty: 4714.084473
	Iteration 46Q: 3 clusters Score -1704617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1704625.125000 Penalty: 4714.084473
	Iteration 47Q: 3 clusters Score -1704625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1704632.250000 Penalty: 4714.084473
	Iteration 48Q: 3 clusters Score -1704632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1704637.000000 Penalty: 4714.084473
	Iteration 49Q: 3 clusters Score -1704637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1704643.375000 Penalty: 4714.084473
	Iteration 50Q: 3 clusters Score -1704643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1704646.125000 Penalty: 4714.084473
	Iteration 51Q: 3 clusters Score -1704646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1704646.000000 Penalty: 4714.084473
	Iteration 52Q: 3 clusters Score -1704646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1704645.375000 Penalty: 4714.084473
	Iteration 53Q: 3 clusters Score -1704645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1704645.375000 Penalty: 4714.084473
	Iteration 54F: 3 clusters Score -1704645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -60073.128906 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -60073.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58675.296875 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -58675.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58894.417969 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -58894.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59051.968750 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -59051.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59184.378906 Penalty: 3048.579346
	Iteration 3F: 3 clusters Score -59184.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59284.960938 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -59284.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59333.527344 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -59333.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59375.656250 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -59375.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59435.976562 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -59435.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -59541.578125 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -59541.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59621.445312 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -59621.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59746.933594 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -59746.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59984.687500 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -59984.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60138.648438 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -60138.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60316.468750 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -60316.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60378.039062 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -60378.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60385.335938 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -60385.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60386.136719 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -60386.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60386.136719 Penalty: 3048.579346
	Iteration 17F: 3 clusters Score -60386.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 31793 members 
Mstep: Class 11 contains 28514 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 181180 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 115845 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 67486 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 207 members 
Entering Unmasked Estep 
Score: -95462384.000000 Penalty: 96387.664062
Splitting cluster 8 changes total score from -95450456.000000 to -95462384.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (16255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Entering Unmasked Estep 
Score: -2378041.250000 Penalty: 2404.646484
	Iteration 0F: 2 clusters Score -2378041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2366368.500000 Penalty: 4809.292969
	Iteration 0F: 3 clusters Score -2366368 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2370136.750000 Penalty: 4809.292969
	Iteration 1F: 3 clusters Score -2370137 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2370485.750000 Penalty: 4809.292969
	Iteration 2F: 3 clusters Score -2370486 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2370749.000000 Penalty: 4809.292969
	Iteration 3Q: 3 clusters Score -2370749 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2370976.750000 Penalty: 4809.292969
	Iteration 4Q: 3 clusters Score -2370977 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2371213.000000 Penalty: 4809.292969
	Iteration 5Q: 3 clusters Score -2371213 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2371433.250000 Penalty: 4809.292969
	Iteration 6Q: 3 clusters Score -2371433 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2371683.000000 Penalty: 4809.292969
	Iteration 7Q: 3 clusters Score -2371683 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2371941.250000 Penalty: 4809.292969
	Iteration 8Q: 3 clusters Score -2371941 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2372185.500000 Penalty: 4809.292969
	Iteration 9Q: 3 clusters Score -2372186 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2372408.250000 Penalty: 4809.292969
	Iteration 10Q: 3 clusters Score -2372408 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2372614.000000 Penalty: 4809.292969
	Iteration 11Q: 3 clusters Score -2372614 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2372802.750000 Penalty: 4809.292969
	Iteration 12Q: 3 clusters Score -2372803 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2373000.250000 Penalty: 4809.292969
	Iteration 13Q: 3 clusters Score -2373000 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2373204.250000 Penalty: 4809.292969
	Iteration 14Q: 3 clusters Score -2373204 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2373401.750000 Penalty: 4809.292969
	Iteration 15Q: 3 clusters Score -2373402 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2373621.500000 Penalty: 4809.292969
	Iteration 16Q: 3 clusters Score -2373622 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2373865.250000 Penalty: 4809.292969
	Iteration 17Q: 3 clusters Score -2373865 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2374110.250000 Penalty: 4809.292969
	Iteration 18Q: 3 clusters Score -2374110 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2374319.500000 Penalty: 4809.292969
	Iteration 19Q: 3 clusters Score -2374320 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2374517.250000 Penalty: 4809.292969
	Iteration 20F: 3 clusters Score -2374517 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2374693.000000 Penalty: 4809.292969
	Iteration 21Q: 3 clusters Score -2374693 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2374821.500000 Penalty: 4809.292969
	Iteration 22Q: 3 clusters Score -2374822 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2374939.250000 Penalty: 4809.292969
	Iteration 23Q: 3 clusters Score -2374939 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2375026.750000 Penalty: 4809.292969
	Iteration 24Q: 3 clusters Score -2375027 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2375091.000000 Penalty: 4809.292969
	Iteration 25Q: 3 clusters Score -2375091 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2375157.500000 Penalty: 4809.292969
	Iteration 26Q: 3 clusters Score -2375158 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2375221.250000 Penalty: 4809.292969
	Iteration 27Q: 3 clusters Score -2375221 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2375267.000000 Penalty: 4809.292969
	Iteration 28Q: 3 clusters Score -2375267 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2375333.000000 Penalty: 4809.292969
	Iteration 29Q: 3 clusters Score -2375333 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2375366.750000 Penalty: 4809.292969
	Iteration 30Q: 3 clusters Score -2375367 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2375410.500000 Penalty: 4809.292969
	Iteration 31Q: 3 clusters Score -2375410 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2375467.500000 Penalty: 4809.292969
	Iteration 32Q: 3 clusters Score -2375468 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2375529.000000 Penalty: 4809.292969
	Iteration 33Q: 3 clusters Score -2375529 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2375584.500000 Penalty: 4809.292969
	Iteration 34Q: 3 clusters Score -2375584 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2375659.500000 Penalty: 4809.292969
	Iteration 35Q: 3 clusters Score -2375660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2375735.750000 Penalty: 4809.292969
	Iteration 36Q: 3 clusters Score -2375736 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2375830.000000 Penalty: 4809.292969
	Iteration 37Q: 3 clusters Score -2375830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2375939.000000 Penalty: 4809.292969
	Iteration 38Q: 3 clusters Score -2375939 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2376071.000000 Penalty: 4809.292969
	Iteration 39Q: 3 clusters Score -2376071 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2376229.750000 Penalty: 4809.292969
	Iteration 40F: 3 clusters Score -2376230 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2376352.250000 Penalty: 4809.292969
	Iteration 41Q: 3 clusters Score -2376352 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2376462.000000 Penalty: 4809.292969
	Iteration 42Q: 3 clusters Score -2376462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2376542.000000 Penalty: 4809.292969
	Iteration 43Q: 3 clusters Score -2376542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2376591.500000 Penalty: 4809.292969
	Iteration 44Q: 3 clusters Score -2376592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2376642.500000 Penalty: 4809.292969
	Iteration 45Q: 3 clusters Score -2376642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2376688.000000 Penalty: 4809.292969
	Iteration 46Q: 3 clusters Score -2376688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2376716.250000 Penalty: 4809.292969
	Iteration 47Q: 3 clusters Score -2376716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2376733.250000 Penalty: 4809.292969
	Iteration 48Q: 3 clusters Score -2376733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2376753.500000 Penalty: 4809.292969
	Iteration 49Q: 3 clusters Score -2376754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2376786.750000 Penalty: 4809.292969
	Iteration 50Q: 3 clusters Score -2376787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2376801.000000 Penalty: 4809.292969
	Iteration 51Q: 3 clusters Score -2376801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2376808.250000 Penalty: 4809.292969
	Iteration 52Q: 3 clusters Score -2376808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2376821.500000 Penalty: 4809.292969
	Iteration 53Q: 3 clusters Score -2376822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2376832.750000 Penalty: 4809.292969
	Iteration 54Q: 3 clusters Score -2376833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2376838.250000 Penalty: 4809.292969
	Iteration 55Q: 3 clusters Score -2376838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2376844.000000 Penalty: 4809.292969
	Iteration 56Q: 3 clusters Score -2376844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2376850.250000 Penalty: 4809.292969
	Iteration 57Q: 3 clusters Score -2376850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2376850.000000 Penalty: 4809.292969
	Iteration 58Q: 3 clusters Score -2376850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2376850.000000 Penalty: 4809.292969
	Iteration 59Q: 3 clusters Score -2376850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2376851.500000 Penalty: 4809.292969
	Iteration 60F: 3 clusters Score -2376852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2376851.750000 Penalty: 4809.292969
	Iteration 61Q: 3 clusters Score -2376852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2376854.250000 Penalty: 4809.292969
	Iteration 62Q: 3 clusters Score -2376854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2376851.250000 Penalty: 4809.292969
	Iteration 63Q: 3 clusters Score -2376851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2376849.250000 Penalty: 4809.292969
	Iteration 64Q: 3 clusters Score -2376849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2376849.750000 Penalty: 4809.292969
	Iteration 65Q: 3 clusters Score -2376850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2376852.000000 Penalty: 4809.292969
	Iteration 66Q: 3 clusters Score -2376852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2376853.500000 Penalty: 4809.292969
	Iteration 67Q: 3 clusters Score -2376854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2376853.250000 Penalty: 4809.292969
	Iteration 68Q: 3 clusters Score -2376853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2376855.000000 Penalty: 4809.292969
	Iteration 69Q: 3 clusters Score -2376855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2376856.250000 Penalty: 4809.292969
	Iteration 70Q: 3 clusters Score -2376856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2376856.500000 Penalty: 4809.292969
	Iteration 71Q: 3 clusters Score -2376856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2376857.250000 Penalty: 4809.292969
	Iteration 72Q: 3 clusters Score -2376857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2376859.500000 Penalty: 4809.292969
	Iteration 73Q: 3 clusters Score -2376860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2376859.500000 Penalty: 4809.292969
	Iteration 74F: 3 clusters Score -2376860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Entering Unmasked Estep 
Score: -4654990.500000 Penalty: 2571.016357
	Iteration 0F: 2 clusters Score -4654990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4633319.500000 Penalty: 5142.032715
	Iteration 0F: 3 clusters Score -4633320 nChanged 14357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4641619.500000 Penalty: 5142.032715
	Iteration 1F: 3 clusters Score -4641620 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4643287.500000 Penalty: 5142.032715
	Iteration 2F: 3 clusters Score -4643288 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4646216.000000 Penalty: 5142.032715
	Iteration 3F: 3 clusters Score -4646216 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4649926.500000 Penalty: 5142.032715
	Iteration 4F: 3 clusters Score -4649926 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -4652859.500000 Penalty: 5142.032715
	Iteration 5F: 3 clusters Score -4652860 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4654169.500000 Penalty: 5142.032715
	Iteration 6F: 3 clusters Score -4654170 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4654632.000000 Penalty: 5142.032715
	Iteration 7Q: 3 clusters Score -4654632 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4654752.500000 Penalty: 5142.032715
	Iteration 8Q: 3 clusters Score -4654752 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4654822.000000 Penalty: 5142.032715
	Iteration 9Q: 3 clusters Score -4654822 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4654847.500000 Penalty: 5142.032715
	Iteration 10Q: 3 clusters Score -4654848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -4654872.500000 Penalty: 5142.032715
	Iteration 11Q: 3 clusters Score -4654872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -4654896.500000 Penalty: 5142.032715
	Iteration 12Q: 3 clusters Score -4654896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4654921.000000 Penalty: 5142.032715
	Iteration 13Q: 3 clusters Score -4654921 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -4654923.500000 Penalty: 5142.032715
	Iteration 14Q: 3 clusters Score -4654924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4654957.500000 Penalty: 5142.032715
	Iteration 15Q: 3 clusters Score -4654958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4654983.000000 Penalty: 5142.032715
	Iteration 16Q: 3 clusters Score -4654983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -4654996.000000 Penalty: 5142.032715
	Iteration 17Q: 3 clusters Score -4654996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4655031.000000 Penalty: 5142.032715
	Iteration 18Q: 3 clusters Score -4655031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4655084.000000 Penalty: 5142.032715
	Iteration 19Q: 3 clusters Score -4655084 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4655212.500000 Penalty: 5142.032715
	Iteration 20F: 3 clusters Score -4655212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4655509.000000 Penalty: 5142.032715
	Iteration 21Q: 3 clusters Score -4655509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4655780.500000 Penalty: 5142.032715
	Iteration 22Q: 3 clusters Score -4655780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4655836.000000 Penalty: 5142.032715
	Iteration 23Q: 3 clusters Score -4655836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4655857.500000 Penalty: 5142.032715
	Iteration 24Q: 3 clusters Score -4655858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4655874.000000 Penalty: 5142.032715
	Iteration 25Q: 3 clusters Score -4655874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4655882.000000 Penalty: 5142.032715
	Iteration 26Q: 3 clusters Score -4655882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4655882.000000 Penalty: 5142.032715
	Iteration 27Q: 3 clusters Score -4655882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4655894.500000 Penalty: 5142.032715
	Iteration 28Q: 3 clusters Score -4655894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4655892.000000 Penalty: 5142.032715
	Iteration 29Q: 3 clusters Score -4655892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4655894.500000 Penalty: 5142.032715
	Iteration 30Q: 3 clusters Score -4655894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4655895.500000 Penalty: 5142.032715
	Iteration 31Q: 3 clusters Score -4655896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4655898.000000 Penalty: 5142.032715
	Iteration 32Q: 3 clusters Score -4655898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4655901.000000 Penalty: 5142.032715
	Iteration 33Q: 3 clusters Score -4655901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4655899.000000 Penalty: 5142.032715
	Iteration 34Q: 3 clusters Score -4655899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4655901.000000 Penalty: 5142.032715
	Iteration 35Q: 3 clusters Score -4655901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4655897.000000 Penalty: 5142.032715
	Iteration 36Q: 3 clusters Score -4655897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -4655901.000000 Penalty: 5142.032715
	Iteration 37Q: 3 clusters Score -4655901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -4655902.500000 Penalty: 5142.032715
	Iteration 38Q: 3 clusters Score -4655902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4655904.500000 Penalty: 5142.032715
	Iteration 39Q: 3 clusters Score -4655904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4655908.000000 Penalty: 5142.032715
	Iteration 40F: 3 clusters Score -4655908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4655910.500000 Penalty: 5142.032715
	Iteration 41Q: 3 clusters Score -4655910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -4655911.500000 Penalty: 5142.032715
	Iteration 42Q: 3 clusters Score -4655912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4655912.000000 Penalty: 5142.032715
	Iteration 43Q: 3 clusters Score -4655912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4655911.000000 Penalty: 5142.032715
	Iteration 44Q: 3 clusters Score -4655911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4655915.500000 Penalty: 5142.032715
	Iteration 45Q: 3 clusters Score -4655916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4655915.500000 Penalty: 5142.032715
	Iteration 46F: 3 clusters Score -4655916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 28514 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 181180 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 115845 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 67486 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 29682 members 
Entering Unmasked Estep 
Score: -95463240.000000 Penalty: 99711.382812
Splitting cluster 10 changes total score from -95450456.000000 to -95463240.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (28514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Entering Unmasked Estep 
Score: -4211804.000000 Penalty: 2544.021240
	Iteration 0F: 2 clusters Score -4211804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4192326.250000 Penalty: 5088.042480
	Iteration 0F: 3 clusters Score -4192326 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4199329.000000 Penalty: 5088.042480
	Iteration 1F: 3 clusters Score -4199329 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -4199934.500000 Penalty: 5088.042480
	Iteration 2F: 3 clusters Score -4199934 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4200522.000000 Penalty: 5088.042480
	Iteration 3Q: 3 clusters Score -4200522 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4201175.500000 Penalty: 5088.042480
	Iteration 4Q: 3 clusters Score -4201176 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4201948.500000 Penalty: 5088.042480
	Iteration 5F: 3 clusters Score -4201948 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4202838.000000 Penalty: 5088.042480
	Iteration 6F: 3 clusters Score -4202838 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4203965.500000 Penalty: 5088.042480
	Iteration 7F: 3 clusters Score -4203966 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4205223.500000 Penalty: 5088.042480
	Iteration 8F: 3 clusters Score -4205224 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -4206336.500000 Penalty: 5088.042480
	Iteration 9F: 3 clusters Score -4206336 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -4207105.500000 Penalty: 5088.042480
	Iteration 10Q: 3 clusters Score -4207106 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -4207616.500000 Penalty: 5088.042480
	Iteration 11Q: 3 clusters Score -4207616 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4207938.500000 Penalty: 5088.042480
	Iteration 12Q: 3 clusters Score -4207938 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4208192.000000 Penalty: 5088.042480
	Iteration 13Q: 3 clusters Score -4208192 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -4208358.500000 Penalty: 5088.042480
	Iteration 14Q: 3 clusters Score -4208358 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -4208504.000000 Penalty: 5088.042480
	Iteration 15Q: 3 clusters Score -4208504 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4208598.000000 Penalty: 5088.042480
	Iteration 16Q: 3 clusters Score -4208598 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4208686.500000 Penalty: 5088.042480
	Iteration 17Q: 3 clusters Score -4208686 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4208752.500000 Penalty: 5088.042480
	Iteration 18Q: 3 clusters Score -4208752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4208813.500000 Penalty: 5088.042480
	Iteration 19Q: 3 clusters Score -4208814 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4208840.500000 Penalty: 5088.042480
	Iteration 20F: 3 clusters Score -4208840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4208892.000000 Penalty: 5088.042480
	Iteration 21Q: 3 clusters Score -4208892 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4208927.500000 Penalty: 5088.042480
	Iteration 22Q: 3 clusters Score -4208928 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4208950.500000 Penalty: 5088.042480
	Iteration 23Q: 3 clusters Score -4208950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4208984.500000 Penalty: 5088.042480
	Iteration 24Q: 3 clusters Score -4208984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4209027.000000 Penalty: 5088.042480
	Iteration 25Q: 3 clusters Score -4209027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4209063.000000 Penalty: 5088.042480
	Iteration 26Q: 3 clusters Score -4209063 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -4209077.500000 Penalty: 5088.042480
	Iteration 27Q: 3 clusters Score -4209078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4209099.500000 Penalty: 5088.042480
	Iteration 28Q: 3 clusters Score -4209100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4209119.500000 Penalty: 5088.042480
	Iteration 29Q: 3 clusters Score -4209120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4209138.000000 Penalty: 5088.042480
	Iteration 30Q: 3 clusters Score -4209138 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4209166.000000 Penalty: 5088.042480
	Iteration 31Q: 3 clusters Score -4209166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4209191.500000 Penalty: 5088.042480
	Iteration 32Q: 3 clusters Score -4209192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -4209214.000000 Penalty: 5088.042480
	Iteration 33Q: 3 clusters Score -4209214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4209234.000000 Penalty: 5088.042480
	Iteration 34Q: 3 clusters Score -4209234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4209241.000000 Penalty: 5088.042480
	Iteration 35Q: 3 clusters Score -4209241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4209257.500000 Penalty: 5088.042480
	Iteration 36Q: 3 clusters Score -4209258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4209266.000000 Penalty: 5088.042480
	Iteration 37Q: 3 clusters Score -4209266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4209268.000000 Penalty: 5088.042480
	Iteration 38Q: 3 clusters Score -4209268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4209272.500000 Penalty: 5088.042480
	Iteration 39Q: 3 clusters Score -4209272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4209272.500000 Penalty: 5088.042480
	Iteration 40F: 3 clusters Score -4209272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4209284.500000 Penalty: 5088.042480
	Iteration 41Q: 3 clusters Score -4209284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4209282.500000 Penalty: 5088.042480
	Iteration 42Q: 3 clusters Score -4209282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4209292.500000 Penalty: 5088.042480
	Iteration 43Q: 3 clusters Score -4209292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4209298.000000 Penalty: 5088.042480
	Iteration 44Q: 3 clusters Score -4209298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4209301.000000 Penalty: 5088.042480
	Iteration 45Q: 3 clusters Score -4209301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4209302.000000 Penalty: 5088.042480
	Iteration 46Q: 3 clusters Score -4209302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4209311.000000 Penalty: 5088.042480
	Iteration 47Q: 3 clusters Score -4209311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4209309.500000 Penalty: 5088.042480
	Iteration 48Q: 3 clusters Score -4209310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4209312.500000 Penalty: 5088.042480
	Iteration 49Q: 3 clusters Score -4209312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4209313.500000 Penalty: 5088.042480
	Iteration 50Q: 3 clusters Score -4209314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4209316.500000 Penalty: 5088.042480
	Iteration 51Q: 3 clusters Score -4209316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4209334.000000 Penalty: 5088.042480
	Iteration 52Q: 3 clusters Score -4209334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4209344.500000 Penalty: 5088.042480
	Iteration 53Q: 3 clusters Score -4209344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4209341.000000 Penalty: 5088.042480
	Iteration 54Q: 3 clusters Score -4209341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4209346.500000 Penalty: 5088.042480
	Iteration 55Q: 3 clusters Score -4209346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4209346.000000 Penalty: 5088.042480
	Iteration 56Q: 3 clusters Score -4209346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4209345.500000 Penalty: 5088.042480
	Iteration 57Q: 3 clusters Score -4209346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4209351.500000 Penalty: 5088.042480
	Iteration 58Q: 3 clusters Score -4209352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4209354.000000 Penalty: 5088.042480
	Iteration 59Q: 3 clusters Score -4209354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4209359.500000 Penalty: 5088.042480
	Iteration 60F: 3 clusters Score -4209360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4209364.000000 Penalty: 5088.042480
	Iteration 61Q: 3 clusters Score -4209364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4209369.500000 Penalty: 5088.042480
	Iteration 62Q: 3 clusters Score -4209370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4209370.000000 Penalty: 5088.042480
	Iteration 63Q: 3 clusters Score -4209370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4209368.500000 Penalty: 5088.042480
	Iteration 64Q: 3 clusters Score -4209368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4209368.000000 Penalty: 5088.042480
	Iteration 65Q: 3 clusters Score -4209368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4209371.500000 Penalty: 5088.042480
	Iteration 66Q: 3 clusters Score -4209372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4209371.500000 Penalty: 5088.042480
	Iteration 67F: 3 clusters Score -4209372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -211930.640625 Penalty: 1861.089111
	Iteration 0F: 2 clusters Score -211930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209505.796875 Penalty: 3722.178223
	Iteration 0F: 3 clusters Score -209505.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -210006.671875 Penalty: 3722.178223
	Iteration 1F: 3 clusters Score -210006.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -210163.250000 Penalty: 3722.178223
	Iteration 2F: 3 clusters Score -210163.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -210269.562500 Penalty: 3722.178223
	Iteration 3F: 3 clusters Score -210269.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210353.953125 Penalty: 3722.178223
	Iteration 4Q: 3 clusters Score -210354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210429.562500 Penalty: 3722.178223
	Iteration 5Q: 3 clusters Score -210429.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -210485.265625 Penalty: 3722.178223
	Iteration 6Q: 3 clusters Score -210485.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -210544.796875 Penalty: 3722.178223
	Iteration 7Q: 3 clusters Score -210544.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -210599.609375 Penalty: 3722.178223
	Iteration 8Q: 3 clusters Score -210599.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210642.843750 Penalty: 3722.178223
	Iteration 9Q: 3 clusters Score -210642.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -210668.640625 Penalty: 3722.178223
	Iteration 10Q: 3 clusters Score -210668.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210689.703125 Penalty: 3722.178223
	Iteration 11Q: 3 clusters Score -210689.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -210717.921875 Penalty: 3722.178223
	Iteration 12Q: 3 clusters Score -210717.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210743.390625 Penalty: 3722.178223
	Iteration 13Q: 3 clusters Score -210743.4 nChanged 23
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: -210772.703125 Penalty: 3722.178223
	Iteration 14Q: 3 clusters Score -210772.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210797.703125 Penalty: 3722.178223
	Iteration 15Q: 3 clusters Score -210797.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210817.031250 Penalty: 3722.178223
	Iteration 16Q: 3 clusters Score -210817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -210836.500000 Penalty: 3722.178223
	Iteration 17Q: 3 clusters Score -210836.5 nChanged 15
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: -210853.390625 Penalty: 3722.178223
	Iteration 18Q: 3 clusters Score -210853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210863.359375 Penalty: 3722.178223
	Iteration 19Q: 3 clusters Score -210863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210867.093750 Penalty: 3722.178223
	Iteration 20F: 3 clusters Score -210867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -210870.062500 Penalty: 3722.178223
	Iteration 21Q: 3 clusters Score -210870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -210871.921875 Penalty: 3722.178223
	Iteration 22Q: 3 clusters Score -210871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210874.281250 Penalty: 3722.178223
	Iteration 23Q: 3 clusters Score -210874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -210875.953125 Penalty: 3722.178223
	Iteration 24Q: 3 clusters Score -210876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210878.062500 Penalty: 3722.178223
	Iteration 25Q: 3 clusters Score -210878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210878.171875 Penalty: 3722.178223
	Iteration 26Q: 3 clusters Score -210878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210879.375000 Penalty: 3722.178223
	Iteration 27Q: 3 clusters Score -210879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210879.890625 Penalty: 3722.178223
	Iteration 28Q: 3 clusters Score -210879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210913.984375 Penalty: 3722.178223
	Iteration 29Q: 3 clusters Score -210914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210931.140625 Penalty: 3722.178223
	Iteration 30Q: 3 clusters Score -210931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210940.046875 Penalty: 3722.178223
	Iteration 31Q: 3 clusters Score -210940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -210943.718750 Penalty: 3722.178223
	Iteration 32Q: 3 clusters Score -210943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -210949.406250 Penalty: 3722.178223
	Iteration 33Q: 3 clusters Score -210949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210953.921875 Penalty: 3722.178223
	Iteration 34Q: 3 clusters Score -210953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210955.281250 Penalty: 3722.178223
	Iteration 35Q: 3 clusters Score -210955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210956.515625 Penalty: 3722.178223
	Iteration 36Q: 3 clusters Score -210956.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210956.515625 Penalty: 3722.178223
	Iteration 37F: 3 clusters Score -210956.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Entering Unmasked Estep 
Score: -27086832.000000 Penalty: 3002.597168
	Iteration 0F: 2 clusters Score -2.708683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -26966650.000000 Penalty: 6005.194336
	Iteration 0F: 3 clusters Score -2.696665e+07 nChanged 86728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -27017328.000000 Penalty: 6005.194336
	Iteration 1F: 3 clusters Score -2.701733e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -27018638.000000 Penalty: 6005.194336
	Iteration 2Q: 3 clusters Score -2.701864e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -27021264.000000 Penalty: 6005.194336
	Iteration 3Q: 3 clusters Score -2.702126e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119325 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -27026404.000000 Penalty: 6005.194336
	Iteration 4F: 3 clusters Score -2.70264e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133780 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -27036906.000000 Penalty: 6005.194336
	Iteration 5F: 3 clusters Score -2.703691e+07 nChanged 17932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151712 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -27053572.000000 Penalty: 6005.194336
	Iteration 6F: 3 clusters Score -2.705357e+07 nChanged 16661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -27071066.000000 Penalty: 6005.194336
	Iteration 7F: 3 clusters Score -2.707107e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -27080534.000000 Penalty: 6005.194336
	Iteration 8F: 3 clusters Score -2.708053e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -27083398.000000 Penalty: 6005.194336
	Iteration 9Q: 3 clusters Score -2.70834e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180948 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27083894.000000 Penalty: 6005.194336
	Iteration 10Q: 3 clusters Score -2.708389e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27084066.000000 Penalty: 6005.194336
	Iteration 11Q: 3 clusters Score -2.708407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27084092.000000 Penalty: 6005.194336
	Iteration 12Q: 3 clusters Score -2.708409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181042 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27084130.000000 Penalty: 6005.194336
	Iteration 13Q: 3 clusters Score -2.708413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181046 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27084144.000000 Penalty: 6005.194336
	Iteration 14Q: 3 clusters Score -2.708414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27084148.000000 Penalty: 6005.194336
	Iteration 15Q: 3 clusters Score -2.708415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27084148.000000 Penalty: 6005.194336
	Iteration 16F: 3 clusters Score -2.708415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Entering Unmasked Estep 
Score: -9702923.000000 Penalty: 2751.175049
	Iteration 0F: 2 clusters Score -9702923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -9658639.000000 Penalty: 5502.350098
	Iteration 0F: 3 clusters Score -9658639 nChanged 30654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -9675958.000000 Penalty: 5502.350098
	Iteration 1F: 3 clusters Score -9675958 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -9676656.000000 Penalty: 5502.350098
	Iteration 2Q: 3 clusters Score -9676656 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -9677449.000000 Penalty: 5502.350098
	Iteration 3Q: 3 clusters Score -9677449 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -9678491.000000 Penalty: 5502.350098
	Iteration 4Q: 3 clusters Score -9678491 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -9680022.000000 Penalty: 5502.350098
	Iteration 5F: 3 clusters Score -9680022 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -9681692.000000 Penalty: 5502.350098
	Iteration 6F: 3 clusters Score -9681692 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -9683858.000000 Penalty: 5502.350098
	Iteration 7F: 3 clusters Score -9683858 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -9686647.000000 Penalty: 5502.350098
	Iteration 8F: 3 clusters Score -9686647 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -9689860.000000 Penalty: 5502.350098
	Iteration 9F: 3 clusters Score -9689860 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -9693180.000000 Penalty: 5502.350098
	Iteration 10F: 3 clusters Score -9693180 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -9695825.000000 Penalty: 5502.350098
	Iteration 11Q: 3 clusters Score -9695825 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -9697390.000000 Penalty: 5502.350098
	Iteration 12Q: 3 clusters Score -9697390 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -9698275.000000 Penalty: 5502.350098
	Iteration 13Q: 3 clusters Score -9698275 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -9698958.000000 Penalty: 5502.350098
	Iteration 14Q: 3 clusters Score -9698958 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -9699462.000000 Penalty: 5502.350098
	Iteration 15Q: 3 clusters Score -9699462 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -9699832.000000 Penalty: 5502.350098
	Iteration 16Q: 3 clusters Score -9699832 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -9700077.000000 Penalty: 5502.350098
	Iteration 17Q: 3 clusters Score -9700077 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -9700284.000000 Penalty: 5502.350098
	Iteration 18Q: 3 clusters Score -9700284 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9700416.000000 Penalty: 5502.350098
	Iteration 19Q: 3 clusters Score -9700416 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -9700514.000000 Penalty: 5502.350098
	Iteration 20F: 3 clusters Score -9700514 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9700594.000000 Penalty: 5502.350098
	Iteration 21Q: 3 clusters Score -9700594 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -9700687.000000 Penalty: 5502.350098
	Iteration 22Q: 3 clusters Score -9700687 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9700740.000000 Penalty: 5502.350098
	Iteration 23Q: 3 clusters Score -9700740 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -9700797.000000 Penalty: 5502.350098
	Iteration 24Q: 3 clusters Score -9700797 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -9700858.000000 Penalty: 5502.350098
	Iteration 25Q: 3 clusters Score -9700858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9700930.000000 Penalty: 5502.350098
	Iteration 26Q: 3 clusters Score -9700930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9700989.000000 Penalty: 5502.350098
	Iteration 27Q: 3 clusters Score -9700989 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9701064.000000 Penalty: 5502.350098
	Iteration 28Q: 3 clusters Score -9701064 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9701160.000000 Penalty: 5502.350098
	Iteration 29Q: 3 clusters Score -9701160 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9701257.000000 Penalty: 5502.350098
	Iteration 30Q: 3 clusters Score -9701257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9701323.000000 Penalty: 5502.350098
	Iteration 31Q: 3 clusters Score -9701323 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9701376.000000 Penalty: 5502.350098
	Iteration 32Q: 3 clusters Score -9701376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9701422.000000 Penalty: 5502.350098
	Iteration 33Q: 3 clusters Score -9701422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9701454.000000 Penalty: 5502.350098
	Iteration 34Q: 3 clusters Score -9701454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9701459.000000 Penalty: 5502.350098
	Iteration 35Q: 3 clusters Score -9701459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9701462.000000 Penalty: 5502.350098
	Iteration 36Q: 3 clusters Score -9701462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9701469.000000 Penalty: 5502.350098
	Iteration 37Q: 3 clusters Score -9701469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9701473.000000 Penalty: 5502.350098
	Iteration 38Q: 3 clusters Score -9701473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9701480.000000 Penalty: 5502.350098
	Iteration 39Q: 3 clusters Score -9701480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9701484.000000 Penalty: 5502.350098
	Iteration 40F: 3 clusters Score -9701484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9701472.000000 Penalty: 5502.350098
	Iteration 41Q: 3 clusters Score -9701472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9701477.000000 Penalty: 5502.350098
	Iteration 42Q: 3 clusters Score -9701477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9701474.000000 Penalty: 5502.350098
	Iteration 43Q: 3 clusters Score -9701474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9701482.000000 Penalty: 5502.350098
	Iteration 44Q: 3 clusters Score -9701482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9701476.000000 Penalty: 5502.350098
	Iteration 45Q: 3 clusters Score -9701476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9701480.000000 Penalty: 5502.350098
	Iteration 46Q: 3 clusters Score -9701480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9701480.000000 Penalty: 5502.350098
	Iteration 47F: 3 clusters Score -9701480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -539713.125000 Penalty: 2036.043335
	Iteration 0F: 2 clusters Score -539713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -536067.187500 Penalty: 4072.086670
	Iteration 0F: 3 clusters Score -536067.2 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -536927.937500 Penalty: 4072.086670
	Iteration 1F: 3 clusters Score -536927.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -537158.875000 Penalty: 4072.086670
	Iteration 2F: 3 clusters Score -537158.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -537329.062500 Penalty: 4072.086670
	Iteration 3F: 3 clusters Score -537329.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -537468.062500 Penalty: 4072.086670
	Iteration 4Q: 3 clusters Score -537468.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -537586.687500 Penalty: 4072.086670
	Iteration 5Q: 3 clusters Score -537586.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -537676.625000 Penalty: 4072.086670
	Iteration 6Q: 3 clusters Score -537676.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -537782.500000 Penalty: 4072.086670
	Iteration 7Q: 3 clusters Score -537782.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -537876.812500 Penalty: 4072.086670
	Iteration 8Q: 3 clusters Score -537876.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -537975.312500 Penalty: 4072.086670
	Iteration 9Q: 3 clusters Score -537975.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -538059.875000 Penalty: 4072.086670
	Iteration 10Q: 3 clusters Score -538059.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -538146.312500 Penalty: 4072.086670
	Iteration 11Q: 3 clusters Score -538146.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -538216.062500 Penalty: 4072.086670
	Iteration 12Q: 3 clusters Score -538216.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -538273.375000 Penalty: 4072.086670
	Iteration 13Q: 3 clusters Score -538273.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -538316.562500 Penalty: 4072.086670
	Iteration 14Q: 3 clusters Score -538316.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -538352.000000 Penalty: 4072.086670
	Iteration 15Q: 3 clusters Score -538352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -538384.062500 Penalty: 4072.086670
	Iteration 16Q: 3 clusters Score -538384.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -538419.937500 Penalty: 4072.086670
	Iteration 17Q: 3 clusters Score -538419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -538444.937500 Penalty: 4072.086670
	Iteration 18Q: 3 clusters Score -538444.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -538470.062500 Penalty: 4072.086670
	Iteration 19Q: 3 clusters Score -538470.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -538492.500000 Penalty: 4072.086670
	Iteration 20F: 3 clusters Score -538492.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -538514.937500 Penalty: 4072.086670
	Iteration 21Q: 3 clusters Score -538514.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -538525.375000 Penalty: 4072.086670
	Iteration 22Q: 3 clusters Score -538525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -538535.312500 Penalty: 4072.086670
	Iteration 23Q: 3 clusters Score -538535.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -538545.437500 Penalty: 4072.086670
	Iteration 24Q: 3 clusters Score -538545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -538556.062500 Penalty: 4072.086670
	Iteration 25Q: 3 clusters Score -538556.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -538566.375000 Penalty: 4072.086670
	Iteration 26Q: 3 clusters Score -538566.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -538571.125000 Penalty: 4072.086670
	Iteration 27Q: 3 clusters Score -538571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -538575.875000 Penalty: 4072.086670
	Iteration 28Q: 3 clusters Score -538575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -538578.875000 Penalty: 4072.086670
	Iteration 29Q: 3 clusters Score -538578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -538584.312500 Penalty: 4072.086670
	Iteration 30Q: 3 clusters Score -538584.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -538587.937500 Penalty: 4072.086670
	Iteration 31Q: 3 clusters Score -538587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -538591.125000 Penalty: 4072.086670
	Iteration 32Q: 3 clusters Score -538591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -538591.062500 Penalty: 4072.086670
	Iteration 33Q: 3 clusters Score -538591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -538591.062500 Penalty: 4072.086670
	Iteration 34F: 3 clusters Score -538591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -872069.875000 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -872069.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -866799.125000 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -866799.1 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -868280.812500 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -868280.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -868588.500000 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -868588.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -868795.562500 Penalty: 4339.867188
	Iteration 3F: 3 clusters Score -868795.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -868985.812500 Penalty: 4339.867188
	Iteration 4Q: 3 clusters Score -868985.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -869146.125000 Penalty: 4339.867188
	Iteration 5Q: 3 clusters Score -869146.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -869312.000000 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -869312 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -869477.375000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -869477.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -869636.062500 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -869636.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -869788.000000 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -869788 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -869930.187500 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -869930.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -870059.937500 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -870059.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -870189.875000 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -870189.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -870294.687500 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -870294.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -870391.500000 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -870391.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -870482.250000 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -870482.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -870547.875000 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -870547.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -870585.687500 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -870585.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -870632.187500 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -870632.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -870661.250000 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -870661.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -870677.875000 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -870677.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -870698.812500 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -870698.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -870715.000000 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -870715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -870733.937500 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -870733.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -870742.625000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -870742.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -870753.625000 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -870753.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -870762.875000 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -870762.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -870771.437500 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -870771.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -870780.250000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -870780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -870788.062500 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -870788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -870793.875000 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -870793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -870795.750000 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -870795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -870799.625000 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -870799.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -870803.562500 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -870803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -870806.125000 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -870806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -870808.937500 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -870808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -870811.375000 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -870811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -870815.062500 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -870815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -870814.812500 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -870814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -870815.687500 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -870815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -870816.125000 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -870816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -870816.625000 Penalty: 4339.867188
	Iteration 41Q: 3 clusters Score -870816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -870816.625000 Penalty: 4339.867188
	Iteration 42F: 3 clusters Score -870816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1594641.375000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1594641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1586260.125000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1586260 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1588808.000000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1588808 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1589140.125000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1589140 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1589438.125000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1589438 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1589756.875000 Penalty: 4619.196777
	Iteration 4Q: 3 clusters Score -1589757 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1590089.250000 Penalty: 4619.196777
	Iteration 5Q: 3 clusters Score -1590089 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1590409.500000 Penalty: 4619.196777
	Iteration 6Q: 3 clusters Score -1590410 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1590710.750000 Penalty: 4619.196777
	Iteration 7Q: 3 clusters Score -1590711 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1591030.875000 Penalty: 4619.196777
	Iteration 8Q: 3 clusters Score -1591031 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1591419.375000 Penalty: 4619.196777
	Iteration 9Q: 3 clusters Score -1591419 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1591937.875000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1591938 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1592790.375000 Penalty: 4619.196777
	Iteration 11F: 3 clusters Score -1592790 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1594526.625000 Penalty: 4619.196777
	Iteration 12F: 3 clusters Score -1594527 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1596174.250000 Penalty: 4619.196777
	Iteration 13F: 3 clusters Score -1596174 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1596496.750000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1596497 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1596536.625000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1596537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1596548.875000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1596549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1596552.375000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1596552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1596551.500000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1596552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1596554.500000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1596554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1596558.125000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1596558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1596555.375000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1596555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1596554.750000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1596555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1596558.125000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1596558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1596558.125000 Penalty: 4619.196777
	Iteration 24F: 3 clusters Score -1596558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 28514 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 181180 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 18 contains 115845 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 67486 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 29682 members 
Mstep: Class 31 contains 3136 members 
Entering Unmasked Estep 
Score: -95463744.000000 Penalty: 103035.093750
Splitting cluster 17 changes total score from -95450456.000000 to -95463744.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (115845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115845 members 
Entering Unmasked Estep 
Score: -17316024.000000 Penalty: 2891.682129
	Iteration 0F: 2 clusters Score -1.731602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -17238672.000000 Penalty: 5783.364258
	Iteration 0F: 3 clusters Score -1.723867e+07 nChanged 54938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -17271430.000000 Penalty: 5783.364258
	Iteration 1F: 3 clusters Score -1.727143e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -17273602.000000 Penalty: 5783.364258
	Iteration 2Q: 3 clusters Score -1.72736e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -17276614.000000 Penalty: 5783.364258
	Iteration 3F: 3 clusters Score -1.727661e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -17281202.000000 Penalty: 5783.364258
	Iteration 4F: 3 clusters Score -1.72812e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -17287400.000000 Penalty: 5783.364258
	Iteration 5F: 3 clusters Score -1.72874e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -17294788.000000 Penalty: 5783.364258
	Iteration 6F: 3 clusters Score -1.729479e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -17301692.000000 Penalty: 5783.364258
	Iteration 7F: 3 clusters Score -1.730169e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -17305956.000000 Penalty: 5783.364258
	Iteration 8Q: 3 clusters Score -1.730596e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -17307938.000000 Penalty: 5783.364258
	Iteration 9Q: 3 clusters Score -1.730794e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -17308978.000000 Penalty: 5783.364258
	Iteration 10Q: 3 clusters Score -1.730898e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -17309812.000000 Penalty: 5783.364258
	Iteration 11Q: 3 clusters Score -1.730981e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -17310330.000000 Penalty: 5783.364258
	Iteration 12Q: 3 clusters Score -1.731033e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -17310774.000000 Penalty: 5783.364258
	Iteration 13Q: 3 clusters Score -1.731077e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -17311138.000000 Penalty: 5783.364258
	Iteration 14Q: 3 clusters Score -1.731114e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -17311464.000000 Penalty: 5783.364258
	Iteration 15Q: 3 clusters Score -1.731146e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -17311786.000000 Penalty: 5783.364258
	Iteration 16Q: 3 clusters Score -1.731179e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -17312072.000000 Penalty: 5783.364258
	Iteration 17Q: 3 clusters Score -1.731207e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -17312344.000000 Penalty: 5783.364258
	Iteration 18Q: 3 clusters Score -1.731234e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -17312580.000000 Penalty: 5783.364258
	Iteration 19Q: 3 clusters Score -1.731258e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -17312846.000000 Penalty: 5783.364258
	Iteration 20F: 3 clusters Score -1.731285e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -17312876.000000 Penalty: 5783.364258
	Iteration 21Q: 3 clusters Score -1.731288e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -17313052.000000 Penalty: 5783.364258
	Iteration 22Q: 3 clusters Score -1.731305e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -17313228.000000 Penalty: 5783.364258
	Iteration 23Q: 3 clusters Score -1.731323e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -17313336.000000 Penalty: 5783.364258
	Iteration 24Q: 3 clusters Score -1.731334e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112191 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -17313444.000000 Penalty: 5783.364258
	Iteration 25Q: 3 clusters Score -1.731344e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112462 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -17313502.000000 Penalty: 5783.364258
	Iteration 26Q: 3 clusters Score -1.73135e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -17313566.000000 Penalty: 5783.364258
	Iteration 27Q: 3 clusters Score -1.731357e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -17313622.000000 Penalty: 5783.364258
	Iteration 28Q: 3 clusters Score -1.731362e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -17313674.000000 Penalty: 5783.364258
	Iteration 29Q: 3 clusters Score -1.731367e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17313742.000000 Penalty: 5783.364258
	Iteration 30Q: 3 clusters Score -1.731374e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -17313796.000000 Penalty: 5783.364258
	Iteration 31Q: 3 clusters Score -1.73138e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -17313810.000000 Penalty: 5783.364258
	Iteration 32Q: 3 clusters Score -1.731381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113463 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -17313822.000000 Penalty: 5783.364258
	Iteration 33Q: 3 clusters Score -1.731382e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -17313898.000000 Penalty: 5783.364258
	Iteration 34Q: 3 clusters Score -1.73139e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -17313916.000000 Penalty: 5783.364258
	Iteration 35Q: 3 clusters Score -1.731392e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17313944.000000 Penalty: 5783.364258
	Iteration 36Q: 3 clusters Score -1.731394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -17313978.000000 Penalty: 5783.364258
	Iteration 37Q: 3 clusters Score -1.731398e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17313962.000000 Penalty: 5783.364258
	Iteration 38Q: 3 clusters Score -1.731396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113786 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17313986.000000 Penalty: 5783.364258
	Iteration 39Q: 3 clusters Score -1.731399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113820 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -17313978.000000 Penalty: 5783.364258
	Iteration 40F: 3 clusters Score -1.731398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113854 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17313980.000000 Penalty: 5783.364258
	Iteration 41Q: 3 clusters Score -1.731398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113886 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -17314014.000000 Penalty: 5783.364258
	Iteration 42Q: 3 clusters Score -1.731401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113914 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17314004.000000 Penalty: 5783.364258
	Iteration 43Q: 3 clusters Score -1.7314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -17313998.000000 Penalty: 5783.364258
	Iteration 44Q: 3 clusters Score -1.7314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113944 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -17313988.000000 Penalty: 5783.364258
	Iteration 45Q: 3 clusters Score -1.731399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17313986.000000 Penalty: 5783.364258
	Iteration 46Q: 3 clusters Score -1.731399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113954 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -17313998.000000 Penalty: 5783.364258
	Iteration 47Q: 3 clusters Score -1.7314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -17313992.000000 Penalty: 5783.364258
	Iteration 48Q: 3 clusters Score -1.731399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -17313996.000000 Penalty: 5783.364258
	Iteration 49Q: 3 clusters Score -1.7314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17313994.000000 Penalty: 5783.364258
	Iteration 50Q: 3 clusters Score -1.731399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -17313996.000000 Penalty: 5783.364258
	Iteration 51Q: 3 clusters Score -1.7314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -17313996.000000 Penalty: 5783.364258
	Iteration 52Q: 3 clusters Score -1.7314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -17314004.000000 Penalty: 5783.364258
	Iteration 53Q: 3 clusters Score -1.7314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17314004.000000 Penalty: 5783.364258
	Iteration 54Q: 3 clusters Score -1.7314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -17314016.000000 Penalty: 5783.364258
	Iteration 55Q: 3 clusters Score -1.731402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17314008.000000 Penalty: 5783.364258
	Iteration 56Q: 3 clusters Score -1.731401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17314010.000000 Penalty: 5783.364258
	Iteration 57Q: 3 clusters Score -1.731401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -17314018.000000 Penalty: 5783.364258
	Iteration 58Q: 3 clusters Score -1.731402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -17314018.000000 Penalty: 5783.364258
	Iteration 59Q: 3 clusters Score -1.731402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114026 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -17314028.000000 Penalty: 5783.364258
	Iteration 60F: 3 clusters Score -1.731403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17314026.000000 Penalty: 5783.364258
	Iteration 61Q: 3 clusters Score -1.731403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17314026.000000 Penalty: 5783.364258
	Iteration 62Q: 3 clusters Score -1.731403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17314028.000000 Penalty: 5783.364258
	Iteration 63Q: 3 clusters Score -1.731403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17314026.000000 Penalty: 5783.364258
	Iteration 64Q: 3 clusters Score -1.731403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -17314034.000000 Penalty: 5783.364258
	Iteration 65Q: 3 clusters Score -1.731403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17314026.000000 Penalty: 5783.364258
	Iteration 66Q: 3 clusters Score -1.731403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17314026.000000 Penalty: 5783.364258
	Iteration 67F: 3 clusters Score -1.731403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Entering Unmasked Estep 
Score: -3828412.250000 Penalty: 2536.704346
	Iteration 0F: 2 clusters Score -3828412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3809421.750000 Penalty: 5073.408691
	Iteration 0F: 3 clusters Score -3809422 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3816108.000000 Penalty: 5073.408691
	Iteration 1F: 3 clusters Score -3816108 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3816549.250000 Penalty: 5073.408691
	Iteration 2Q: 3 clusters Score -3816549 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3817044.500000 Penalty: 5073.408691
	Iteration 3Q: 3 clusters Score -3817044 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3817521.250000 Penalty: 5073.408691
	Iteration 4Q: 3 clusters Score -3817521 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3818081.000000 Penalty: 5073.408691
	Iteration 5Q: 3 clusters Score -3818081 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3818797.500000 Penalty: 5073.408691
	Iteration 6Q: 3 clusters Score -3818798 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3819769.500000 Penalty: 5073.408691
	Iteration 7F: 3 clusters Score -3819770 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3821012.000000 Penalty: 5073.408691
	Iteration 8F: 3 clusters Score -3821012 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3822327.250000 Penalty: 5073.408691
	Iteration 9F: 3 clusters Score -3822327 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3823515.000000 Penalty: 5073.408691
	Iteration 10Q: 3 clusters Score -3823515 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3824352.500000 Penalty: 5073.408691
	Iteration 11Q: 3 clusters Score -3824352 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3824846.500000 Penalty: 5073.408691
	Iteration 12Q: 3 clusters Score -3824846 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3825152.750000 Penalty: 5073.408691
	Iteration 13Q: 3 clusters Score -3825153 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3825383.250000 Penalty: 5073.408691
	Iteration 14Q: 3 clusters Score -3825383 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3825569.250000 Penalty: 5073.408691
	Iteration 15Q: 3 clusters Score -3825569 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3825718.250000 Penalty: 5073.408691
	Iteration 16Q: 3 clusters Score -3825718 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3825819.500000 Penalty: 5073.408691
	Iteration 17Q: 3 clusters Score -3825820 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3825913.750000 Penalty: 5073.408691
	Iteration 18Q: 3 clusters Score -3825914 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3826006.250000 Penalty: 5073.408691
	Iteration 19Q: 3 clusters Score -3826006 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3826074.500000 Penalty: 5073.408691
	Iteration 20F: 3 clusters Score -3826074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3826114.250000 Penalty: 5073.408691
	Iteration 21Q: 3 clusters Score -3826114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3826171.000000 Penalty: 5073.408691
	Iteration 22Q: 3 clusters Score -3826171 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3826211.000000 Penalty: 5073.408691
	Iteration 23Q: 3 clusters Score -3826211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3826252.750000 Penalty: 5073.408691
	Iteration 24Q: 3 clusters Score -3826253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3826270.500000 Penalty: 5073.408691
	Iteration 25Q: 3 clusters Score -3826270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3826302.250000 Penalty: 5073.408691
	Iteration 26Q: 3 clusters Score -3826302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3826313.250000 Penalty: 5073.408691
	Iteration 27Q: 3 clusters Score -3826313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3826319.000000 Penalty: 5073.408691
	Iteration 28Q: 3 clusters Score -3826319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3826340.250000 Penalty: 5073.408691
	Iteration 29Q: 3 clusters Score -3826340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3826364.250000 Penalty: 5073.408691
	Iteration 30Q: 3 clusters Score -3826364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3826393.250000 Penalty: 5073.408691
	Iteration 31Q: 3 clusters Score -3826393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3826406.000000 Penalty: 5073.408691
	Iteration 32Q: 3 clusters Score -3826406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3826424.750000 Penalty: 5073.408691
	Iteration 33Q: 3 clusters Score -3826425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3826429.250000 Penalty: 5073.408691
	Iteration 34Q: 3 clusters Score -3826429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3826446.250000 Penalty: 5073.408691
	Iteration 35Q: 3 clusters Score -3826446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3826460.500000 Penalty: 5073.408691
	Iteration 36Q: 3 clusters Score -3826460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3826463.250000 Penalty: 5073.408691
	Iteration 37Q: 3 clusters Score -3826463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3826476.250000 Penalty: 5073.408691
	Iteration 38Q: 3 clusters Score -3826476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3826487.500000 Penalty: 5073.408691
	Iteration 39Q: 3 clusters Score -3826488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3826489.500000 Penalty: 5073.408691
	Iteration 40F: 3 clusters Score -3826490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3826487.750000 Penalty: 5073.408691
	Iteration 41Q: 3 clusters Score -3826488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3826485.750000 Penalty: 5073.408691
	Iteration 42Q: 3 clusters Score -3826486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3826487.500000 Penalty: 5073.408691
	Iteration 43Q: 3 clusters Score -3826488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3826494.750000 Penalty: 5073.408691
	Iteration 44Q: 3 clusters Score -3826495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3826493.500000 Penalty: 5073.408691
	Iteration 45Q: 3 clusters Score -3826494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3826499.750000 Penalty: 5073.408691
	Iteration 46Q: 3 clusters Score -3826500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3826501.750000 Penalty: 5073.408691
	Iteration 47Q: 3 clusters Score -3826502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3826504.250000 Penalty: 5073.408691
	Iteration 48Q: 3 clusters Score -3826504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3826508.500000 Penalty: 5073.408691
	Iteration 49Q: 3 clusters Score -3826508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3826505.000000 Penalty: 5073.408691
	Iteration 50Q: 3 clusters Score -3826505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3826513.000000 Penalty: 5073.408691
	Iteration 51Q: 3 clusters Score -3826513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3826512.250000 Penalty: 5073.408691
	Iteration 52Q: 3 clusters Score -3826512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3826517.000000 Penalty: 5073.408691
	Iteration 53Q: 3 clusters Score -3826517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3826514.750000 Penalty: 5073.408691
	Iteration 54Q: 3 clusters Score -3826515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3826515.750000 Penalty: 5073.408691
	Iteration 55Q: 3 clusters Score -3826516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3826515.750000 Penalty: 5073.408691
	Iteration 56F: 3 clusters Score -3826516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Entering Unmasked Estep 
Score: -668442.937500 Penalty: 2100.637207
	Iteration 0F: 2 clusters Score -668442.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -664048.750000 Penalty: 4201.274414
	Iteration 0F: 3 clusters Score -664048.8 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -665076.125000 Penalty: 4201.274414
	Iteration 1F: 3 clusters Score -665076.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -665312.812500 Penalty: 4201.274414
	Iteration 2F: 3 clusters Score -665312.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -665459.187500 Penalty: 4201.274414
	Iteration 3F: 3 clusters Score -665459.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -665577.687500 Penalty: 4201.274414
	Iteration 4Q: 3 clusters Score -665577.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -665667.625000 Penalty: 4201.274414
	Iteration 5Q: 3 clusters Score -665667.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -665758.750000 Penalty: 4201.274414
	Iteration 6Q: 3 clusters Score -665758.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -665846.750000 Penalty: 4201.274414
	Iteration 7Q: 3 clusters Score -665846.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -665929.312500 Penalty: 4201.274414
	Iteration 8Q: 3 clusters Score -665929.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -666033.750000 Penalty: 4201.274414
	Iteration 9Q: 3 clusters Score -666033.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -666137.312500 Penalty: 4201.274414
	Iteration 10Q: 3 clusters Score -666137.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -666236.312500 Penalty: 4201.274414
	Iteration 11Q: 3 clusters Score -666236.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -666352.625000 Penalty: 4201.274414
	Iteration 12Q: 3 clusters Score -666352.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -666464.812500 Penalty: 4201.274414
	Iteration 13Q: 3 clusters Score -666464.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -666609.000000 Penalty: 4201.274414
	Iteration 14Q: 3 clusters Score -666609 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -666780.625000 Penalty: 4201.274414
	Iteration 15Q: 3 clusters Score -666780.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -666956.625000 Penalty: 4201.274414
	Iteration 16Q: 3 clusters Score -666956.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -667099.562500 Penalty: 4201.274414
	Iteration 17Q: 3 clusters Score -667099.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -667209.937500 Penalty: 4201.274414
	Iteration 18Q: 3 clusters Score -667209.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -667284.937500 Penalty: 4201.274414
	Iteration 19Q: 3 clusters Score -667284.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -667339.562500 Penalty: 4201.274414
	Iteration 20F: 3 clusters Score -667339.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -667383.562500 Penalty: 4201.274414
	Iteration 21Q: 3 clusters Score -667383.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -667408.375000 Penalty: 4201.274414
	Iteration 22Q: 3 clusters Score -667408.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -667429.437500 Penalty: 4201.274414
	Iteration 23Q: 3 clusters Score -667429.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -667443.250000 Penalty: 4201.274414
	Iteration 24Q: 3 clusters Score -667443.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -667455.875000 Penalty: 4201.274414
	Iteration 25Q: 3 clusters Score -667455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -667468.625000 Penalty: 4201.274414
	Iteration 26Q: 3 clusters Score -667468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -667474.937500 Penalty: 4201.274414
	Iteration 27Q: 3 clusters Score -667474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -667479.562500 Penalty: 4201.274414
	Iteration 28Q: 3 clusters Score -667479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -667481.875000 Penalty: 4201.274414
	Iteration 29Q: 3 clusters Score -667481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -667482.125000 Penalty: 4201.274414
	Iteration 30Q: 3 clusters Score -667482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -667483.500000 Penalty: 4201.274414
	Iteration 31Q: 3 clusters Score -667483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -667483.375000 Penalty: 4201.274414
	Iteration 32Q: 3 clusters Score -667483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -667483.375000 Penalty: 4201.274414
	Iteration 33Q: 3 clusters Score -667483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -667483.375000 Penalty: 4201.274414
	Iteration 34F: 3 clusters Score -667483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -26925.974609 Penalty: 1334.214478
	Iteration 0F: 2 clusters Score -26925.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25855.099609 Penalty: 2668.428955
	Iteration 0F: 3 clusters Score -25855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25954.496094 Penalty: 2668.428955
	Iteration 1F: 3 clusters Score -25954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25984.744141 Penalty: 2668.428955
	Iteration 2Q: 3 clusters Score -25984.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25994.398438 Penalty: 2668.428955
	Iteration 3Q: 3 clusters Score -25994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26001.738281 Penalty: 2668.428955
	Iteration 4Q: 3 clusters Score -26001.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26009.261719 Penalty: 2668.428955
	Iteration 5Q: 3 clusters Score -26009.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26009.261719 Penalty: 2668.428955
	Iteration 6F: 3 clusters Score -26009.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -136568.968750 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -136569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134707.171875 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -134707.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -134963.843750 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -134963.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -135031.625000 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -135031.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -135064.671875 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -135064.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -135088.625000 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -135088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -135100.281250 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -135100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135111.015625 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -135111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135119.203125 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -135119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135125.625000 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -135125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135129.828125 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -135129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135133.718750 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -135133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135135.359375 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -135135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135136.656250 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -135136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135136.656250 Penalty: 3408.061279
	Iteration 13F: 3 clusters Score -135136.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -309314.062500 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -309314.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -306559.187500 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -306559.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -307310.406250 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -307310.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -307643.125000 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -307643.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -307917.875000 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -307917.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -308173.812500 Penalty: 3830.886963
	Iteration 4F: 3 clusters Score -308173.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -308335.781250 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -308335.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -308419.187500 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -308419.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -308503.750000 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -308503.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -308578.812500 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -308578.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -308661.437500 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -308661.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -308744.375000 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -308744.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -308820.281250 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -308820.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -308903.312500 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -308903.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -308977.500000 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -308977.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -309061.718750 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -309061.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -309123.187500 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -309123.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -309148.968750 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -309149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -309169.375000 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -309169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -309173.281250 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -309173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -309174.750000 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -309174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -309174.875000 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -309174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Entering Unmasked Estep 
Score: -10115884.000000 Penalty: 2757.679443
	Iteration 0F: 2 clusters Score -1.011588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -10070820.000000 Penalty: 5515.358887
	Iteration 0F: 3 clusters Score -1.007082e+07 nChanged 31501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -10088550.000000 Penalty: 5515.358887
	Iteration 1F: 3 clusters Score -1.008855e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -10089300.000000 Penalty: 5515.358887
	Iteration 2Q: 3 clusters Score -1.00893e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -10090217.000000 Penalty: 5515.358887
	Iteration 3Q: 3 clusters Score -1.009022e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -10091364.000000 Penalty: 5515.358887
	Iteration 4Q: 3 clusters Score -1.009136e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -10093090.000000 Penalty: 5515.358887
	Iteration 5Q: 3 clusters Score -1.009309e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -10095477.000000 Penalty: 5515.358887
	Iteration 6F: 3 clusters Score -1.009548e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -10098671.000000 Penalty: 5515.358887
	Iteration 7F: 3 clusters Score -1.009867e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -10102110.000000 Penalty: 5515.358887
	Iteration 8F: 3 clusters Score -1.010211e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10105312.000000 Penalty: 5515.358887
	Iteration 9F: 3 clusters Score -1.010531e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -10107611.000000 Penalty: 5515.358887
	Iteration 10Q: 3 clusters Score -1.010761e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -10109122.000000 Penalty: 5515.358887
	Iteration 11Q: 3 clusters Score -1.010912e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -10110137.000000 Penalty: 5515.358887
	Iteration 12Q: 3 clusters Score -1.011014e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -10110854.000000 Penalty: 5515.358887
	Iteration 13Q: 3 clusters Score -1.011085e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -10111403.000000 Penalty: 5515.358887
	Iteration 14Q: 3 clusters Score -1.01114e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -10111800.000000 Penalty: 5515.358887
	Iteration 15Q: 3 clusters Score -1.01118e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -10112191.000000 Penalty: 5515.358887
	Iteration 16Q: 3 clusters Score -1.011219e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -10112497.000000 Penalty: 5515.358887
	Iteration 17Q: 3 clusters Score -1.01125e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -10112707.000000 Penalty: 5515.358887
	Iteration 18Q: 3 clusters Score -1.011271e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -10112877.000000 Penalty: 5515.358887
	Iteration 19Q: 3 clusters Score -1.011288e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -10112998.000000 Penalty: 5515.358887
	Iteration 20F: 3 clusters Score -1.0113e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -10113118.000000 Penalty: 5515.358887
	Iteration 21Q: 3 clusters Score -1.011312e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -10113206.000000 Penalty: 5515.358887
	Iteration 22Q: 3 clusters Score -1.011321e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -10113307.000000 Penalty: 5515.358887
	Iteration 23Q: 3 clusters Score -1.011331e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -10113385.000000 Penalty: 5515.358887
	Iteration 24Q: 3 clusters Score -1.011338e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -10113468.000000 Penalty: 5515.358887
	Iteration 25Q: 3 clusters Score -1.011347e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -10113547.000000 Penalty: 5515.358887
	Iteration 26Q: 3 clusters Score -1.011355e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -10113576.000000 Penalty: 5515.358887
	Iteration 27Q: 3 clusters Score -1.011358e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -10113614.000000 Penalty: 5515.358887
	Iteration 28Q: 3 clusters Score -1.011361e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -10113640.000000 Penalty: 5515.358887
	Iteration 29Q: 3 clusters Score -1.011364e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -10113682.000000 Penalty: 5515.358887
	Iteration 30Q: 3 clusters Score -1.011368e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -10113694.000000 Penalty: 5515.358887
	Iteration 31Q: 3 clusters Score -1.011369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -10113712.000000 Penalty: 5515.358887
	Iteration 32Q: 3 clusters Score -1.011371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -10113716.000000 Penalty: 5515.358887
	Iteration 33Q: 3 clusters Score -1.011372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 66572 members 
Entering Unmasked Estep 
Score: -10113718.000000 Penalty: 5515.358887
	Iteration 34Q: 3 clusters Score -1.011372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -10113726.000000 Penalty: 5515.358887
	Iteration 35Q: 3 clusters Score -1.011373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -10113726.000000 Penalty: 5515.358887
	Iteration 36Q: 3 clusters Score -1.011373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -10113729.000000 Penalty: 5515.358887
	Iteration 37Q: 3 clusters Score -1.011373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -10113741.000000 Penalty: 5515.358887
	Iteration 38Q: 3 clusters Score -1.011374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -10113734.000000 Penalty: 5515.358887
	Iteration 39Q: 3 clusters Score -1.011373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -10113742.000000 Penalty: 5515.358887
	Iteration 40F: 3 clusters Score -1.011374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -10113744.000000 Penalty: 5515.358887
	Iteration 41Q: 3 clusters Score -1.011374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -10113737.000000 Penalty: 5515.358887
	Iteration 42Q: 3 clusters Score -1.011374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -10113737.000000 Penalty: 5515.358887
	Iteration 43F: 3 clusters Score -1.011374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -395455.625000 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -395455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -392352.687500 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -392352.7 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -392904.093750 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -392904.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -393045.125000 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -393045.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -393120.687500 Penalty: 3923.653076
	Iteration 3Q: 3 clusters Score -393120.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -393172.062500 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -393172.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -393210.937500 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -393210.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -393242.218750 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -393242.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -393279.656250 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -393279.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -393316.625000 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -393316.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -393352.156250 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -393352.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -393385.687500 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -393385.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -393425.593750 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -393425.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -393468.468750 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -393468.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -393497.687500 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -393497.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -393527.093750 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -393527.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -393550.218750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -393550.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -393567.468750 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -393567.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -393579.437500 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -393579.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -393589.500000 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -393589.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -393604.343750 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -393604.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -393620.687500 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -393620.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -393638.781250 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -393638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -393650.593750 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -393650.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -393655.968750 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -393656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -393658.031250 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -393658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -393660.468750 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -393660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -393662.531250 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -393662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -393665.062500 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -393665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -393670.000000 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -393670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -393672.375000 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -393672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -393674.843750 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -393674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -393675.843750 Penalty: 3923.653076
	Iteration 31Q: 3 clusters Score -393675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -393680.250000 Penalty: 3923.653076
	Iteration 32Q: 3 clusters Score -393680.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -393684.968750 Penalty: 3923.653076
	Iteration 33Q: 3 clusters Score -393685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -393691.156250 Penalty: 3923.653076
	Iteration 34Q: 3 clusters Score -393691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -393695.812500 Penalty: 3923.653076
	Iteration 35Q: 3 clusters Score -393695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -393698.906250 Penalty: 3923.653076
	Iteration 36Q: 3 clusters Score -393698.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -393703.343750 Penalty: 3923.653076
	Iteration 37Q: 3 clusters Score -393703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -393707.750000 Penalty: 3923.653076
	Iteration 38Q: 3 clusters Score -393707.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -393712.406250 Penalty: 3923.653076
	Iteration 39Q: 3 clusters Score -393712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -393714.812500 Penalty: 3923.653076
	Iteration 40F: 3 clusters Score -393714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -393716.812500 Penalty: 3923.653076
	Iteration 41Q: 3 clusters Score -393716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -393719.843750 Penalty: 3923.653076
	Iteration 42Q: 3 clusters Score -393719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -393723.218750 Penalty: 3923.653076
	Iteration 43Q: 3 clusters Score -393723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -393723.968750 Penalty: 3923.653076
	Iteration 44Q: 3 clusters Score -393724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -393725.218750 Penalty: 3923.653076
	Iteration 45Q: 3 clusters Score -393725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -393728.156250 Penalty: 3923.653076
	Iteration 46Q: 3 clusters Score -393728.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -393732.750000 Penalty: 3923.653076
	Iteration 47Q: 3 clusters Score -393732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -393735.406250 Penalty: 3923.653076
	Iteration 48Q: 3 clusters Score -393735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -393735.406250 Penalty: 3923.653076
	Iteration 49F: 3 clusters Score -393735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -335775.500000 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -335775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -332971.812500 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -332971.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -333536.125000 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -333536.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -333758.312500 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -333758.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -333960.781250 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -333960.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -334115.343750 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -334115.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -334215.156250 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -334215.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -334277.531250 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -334277.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -334322.343750 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -334322.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -334362.593750 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -334362.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -334401.281250 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -334401.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -334432.312500 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -334432.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -334453.437500 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -334453.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -334476.687500 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -334476.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -334517.000000 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -334517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -334570.000000 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -334570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -334635.000000 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -334635 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -334739.687500 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -334739.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -334857.218750 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -334857.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -334943.281250 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -334943.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -335007.500000 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -335007.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -335050.843750 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -335050.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -335093.187500 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -335093.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -335128.750000 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -335128.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -335167.437500 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -335167.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -335197.031250 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -335197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -335230.656250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -335230.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -335263.875000 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -335263.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -335280.500000 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -335280.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -335290.031250 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -335290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -335294.968750 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -335295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -335298.250000 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -335298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -335304.156250 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -335304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -335307.718750 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -335307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -335309.531250 Penalty: 3836.558105
	Iteration 33Q: 3 clusters Score -335309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -335311.343750 Penalty: 3836.558105
	Iteration 34Q: 3 clusters Score -335311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -335313.375000 Penalty: 3836.558105
	Iteration 35Q: 3 clusters Score -335313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -335314.593750 Penalty: 3836.558105
	Iteration 36Q: 3 clusters Score -335314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -335316.750000 Penalty: 3836.558105
	Iteration 37Q: 3 clusters Score -335316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -335318.125000 Penalty: 3836.558105
	Iteration 38Q: 3 clusters Score -335318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -335318.718750 Penalty: 3836.558105
	Iteration 39Q: 3 clusters Score -335318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -335320.812500 Penalty: 3836.558105
	Iteration 40F: 3 clusters Score -335320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -335321.250000 Penalty: 3836.558105
	Iteration 41Q: 3 clusters Score -335321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -335321.250000 Penalty: 3836.558105
	Iteration 42F: 3 clusters Score -335321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 28514 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 181180 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 18 contains 115845 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 67486 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95465240.000000 Penalty: 103035.093750
Iteration 79Q: 32 clusters Score -9.546524e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 23186 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 11992 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 7 contains 13417 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 16265 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 29019 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 183660 members 
Mstep: Class 14 contains 65779 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 6311 members 
Mstep: Class 17 contains 8226 members 
Mstep: Class 18 contains 115495 members 
Mstep: Class 19 contains 27666 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 65415 members 
Mstep: Class 25 contains 2725 members 
Mstep: Class 26 contains 2284 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 29234 members 
Mstep: Class 31 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95467512.000000 Penalty: 103035.093750
Iteration 80F: 32 clusters Score -9.546751e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 23227 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 26878 members 
Mstep: Class 7 contains 13409 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 16273 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 29546 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 185150 members 
Mstep: Class 14 contains 65819 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 17 contains 8331 members 
Mstep: Class 18 contains 115005 members 
Mstep: Class 19 contains 27664 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2203 members 
Mstep: Class 24 contains 63590 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 227 members 
Mstep: Class 30 contains 29881 members 
Mstep: Class 31 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468360.000000 Penalty: 103035.093750
Iteration 81Q: 32 clusters Score -9.546836e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 23256 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 26299 members 
Mstep: Class 7 contains 13411 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 30173 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 186888 members 
Mstep: Class 14 contains 65853 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 6289 members 
Mstep: Class 17 contains 8379 members 
Mstep: Class 18 contains 114380 members 
Mstep: Class 19 contains 27651 members 
Mstep: Class 20 contains 4873 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2162 members 
Mstep: Class 24 contains 61865 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 234 members 
Mstep: Class 30 contains 30289 members 
Mstep: Class 31 contains 3143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469152.000000 Penalty: 103035.093750
Iteration 82Q: 32 clusters Score -9.546915e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 23283 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11879 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 25739 members 
Mstep: Class 7 contains 13404 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 16297 members 
Mstep: Class 10 contains 2303 members 
Mstep: Class 11 contains 30790 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 188790 members 
Mstep: Class 14 contains 65866 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 113723 members 
Mstep: Class 19 contains 27599 members 
Mstep: Class 20 contains 4895 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 60192 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 237 members 
Mstep: Class 30 contains 30575 members 
Mstep: Class 31 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469392.000000 Penalty: 103035.093750
Iteration 83Q: 32 clusters Score -9.546939e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 23303 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11841 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 6 contains 25206 members 
Mstep: Class 7 contains 13397 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 16298 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 31381 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 190745 members 
Mstep: Class 14 contains 65872 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 17 contains 8424 members 
Mstep: Class 18 contains 112971 members 
Mstep: Class 19 contains 27570 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 58677 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 2261 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 30769 members 
Mstep: Class 31 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470184.000000 Penalty: 103035.093750
Iteration 84Q: 32 clusters Score -9.547018e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 23319 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 24737 members 
Mstep: Class 7 contains 13397 members 
Mstep: Class 8 contains 248 members 
Mstep: Class 9 contains 16306 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 31923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 192723 members 
Mstep: Class 14 contains 65842 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 112109 members 
Mstep: Class 19 contains 27539 members 
Mstep: Class 20 contains 4924 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 57294 members 
Mstep: Class 25 contains 2755 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 243 members 
Mstep: Class 30 contains 30959 members 
Mstep: Class 31 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470576.000000 Penalty: 103035.093750
Iteration 85Q: 32 clusters Score -9.547058e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 23358 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11761 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 24336 members 
Mstep: Class 7 contains 13395 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16310 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 32386 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 194673 members 
Mstep: Class 14 contains 65839 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 111220 members 
Mstep: Class 19 contains 27489 members 
Mstep: Class 20 contains 4947 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 56006 members 
Mstep: Class 25 contains 2754 members 
Mstep: Class 26 contains 2258 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 247 members 
Mstep: Class 30 contains 31099 members 
Mstep: Class 31 contains 3229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470776.000000 Penalty: 103035.093750
Iteration 86Q: 32 clusters Score -9.547078e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 23393 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11740 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 23980 members 
Mstep: Class 7 contains 13389 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 16309 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 32830 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 196696 members 
Mstep: Class 14 contains 65799 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 17 contains 8448 members 
Mstep: Class 18 contains 110218 members 
Mstep: Class 19 contains 27413 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 54829 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 253 members 
Mstep: Class 30 contains 31234 members 
Mstep: Class 31 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471096.000000 Penalty: 103035.093750
Iteration 87Q: 32 clusters Score -9.54711e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11705 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 23634 members 
Mstep: Class 7 contains 13380 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 16302 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 33258 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 198683 members 
Mstep: Class 14 contains 65737 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 109224 members 
Mstep: Class 19 contains 27342 members 
Mstep: Class 20 contains 4969 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 53743 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 258 members 
Mstep: Class 30 contains 31326 members 
Mstep: Class 31 contains 3239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471328.000000 Penalty: 103035.093750
Iteration 88Q: 32 clusters Score -9.547133e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 23502 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 23349 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 16295 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 33637 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 200631 members 
Mstep: Class 14 contains 65654 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 6270 members 
Mstep: Class 17 contains 8452 members 
Mstep: Class 18 contains 108254 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 52746 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 262 members 
Mstep: Class 30 contains 31370 members 
Mstep: Class 31 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471080.000000 Penalty: 103035.093750
Iteration 89Q: 32 clusters Score -9.547108e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 23559 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11646 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 23081 members 
Mstep: Class 7 contains 13371 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16286 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 202515 members 
Mstep: Class 14 contains 65574 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 6271 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 107220 members 
Mstep: Class 19 contains 27171 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 2015 members 
Mstep: Class 24 contains 51858 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 2240 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 31416 members 
Mstep: Class 31 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471312.000000 Penalty: 103035.093750
Iteration 90Q: 32 clusters Score -9.547131e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 23621 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11631 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 22829 members 
Mstep: Class 7 contains 13364 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16281 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 11 contains 34342 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 204235 members 
Mstep: Class 14 contains 65486 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 8448 members 
Mstep: Class 18 contains 106245 members 
Mstep: Class 19 contains 27085 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2013 members 
Mstep: Class 24 contains 51085 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 2238 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 264 members 
Mstep: Class 30 contains 31473 members 
Mstep: Class 31 contains 3243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471464.000000 Penalty: 103035.093750
Iteration 91Q: 32 clusters Score -9.547146e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 23695 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11625 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 22583 members 
Mstep: Class 7 contains 13364 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16275 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 34657 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 205839 members 
Mstep: Class 14 contains 65376 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 105373 members 
Mstep: Class 19 contains 26991 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 50351 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 2236 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31526 members 
Mstep: Class 31 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471200.000000 Penalty: 103035.093750
Iteration 92Q: 32 clusters Score -9.54712e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 23756 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11622 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 22369 members 
Mstep: Class 7 contains 13359 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16284 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 34951 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 207471 members 
Mstep: Class 14 contains 65270 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6266 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 104468 members 
Mstep: Class 19 contains 26904 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 49650 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 2227 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31552 members 
Mstep: Class 31 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470896.000000 Penalty: 103035.093750
Iteration 93Q: 32 clusters Score -9.54709e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 23839 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11609 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 22155 members 
Mstep: Class 7 contains 13355 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16287 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 35243 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 208983 members 
Mstep: Class 14 contains 65142 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 8427 members 
Mstep: Class 18 contains 103611 members 
Mstep: Class 19 contains 26815 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 49040 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 2219 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31586 members 
Mstep: Class 31 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470536.000000 Penalty: 103035.093750
Iteration 94Q: 32 clusters Score -9.547054e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 23905 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11592 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 21945 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16306 members 
Mstep: Class 10 contains 2723 members 
Mstep: Class 11 contains 35538 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 210309 members 
Mstep: Class 14 contains 65012 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 8427 members 
Mstep: Class 18 contains 102897 members 
Mstep: Class 19 contains 26748 members 
Mstep: Class 20 contains 4998 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 48431 members 
Mstep: Class 25 contains 2767 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31616 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469856.000000 Penalty: 103035.093750
Iteration 95Q: 32 clusters Score -9.546986e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 23991 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 13346 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16316 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 35844 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 211435 members 
Mstep: Class 14 contains 64881 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 8426 members 
Mstep: Class 18 contains 102299 members 
Mstep: Class 19 contains 26647 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 47902 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 2206 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31649 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469696.000000 Penalty: 103035.093750
Iteration 96Q: 32 clusters Score -9.54697e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 24058 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11541 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 21563 members 
Mstep: Class 7 contains 13356 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16330 members 
Mstep: Class 10 contains 2728 members 
Mstep: Class 11 contains 36134 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 212424 members 
Mstep: Class 14 contains 64758 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6243 members 
Mstep: Class 17 contains 8424 members 
Mstep: Class 18 contains 101768 members 
Mstep: Class 19 contains 26566 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 47441 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 2202 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31679 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469784.000000 Penalty: 103035.093750
Iteration 97Q: 32 clusters Score -9.546978e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 24146 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11498 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 13359 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16340 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 36442 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 213345 members 
Mstep: Class 14 contains 64638 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 8423 members 
Mstep: Class 18 contains 101299 members 
Mstep: Class 19 contains 26453 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 47030 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 2198 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31697 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469784.000000 Penalty: 103035.093750
Iteration 98Q: 32 clusters Score -9.546978e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 24244 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11465 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 21147 members 
Mstep: Class 7 contains 13340 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16344 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 36784 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 214105 members 
Mstep: Class 14 contains 64544 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 8425 members 
Mstep: Class 18 contains 100885 members 
Mstep: Class 19 contains 26343 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 46666 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 2194 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31727 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469584.000000 Penalty: 103035.093750
Iteration 99Q: 32 clusters Score -9.546958e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 24341 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11456 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 20894 members 
Mstep: Class 7 contains 13333 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16360 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 37126 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 214743 members 
Mstep: Class 14 contains 64471 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 6230 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 100522 members 
Mstep: Class 19 contains 26232 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2003 members 
Mstep: Class 24 contains 46375 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 2193 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469648.000000 Penalty: 103035.093750
Iteration 100F: 32 clusters Score -9.546965e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 24427 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11437 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 20638 members 
Mstep: Class 7 contains 13321 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16376 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 37491 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 215342 members 
Mstep: Class 14 contains 64389 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6235 members 
Mstep: Class 17 contains 8444 members 
Mstep: Class 18 contains 100179 members 
Mstep: Class 19 contains 26113 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 46113 members 
Mstep: Class 25 contains 2775 members 
Mstep: Class 26 contains 2189 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31731 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469088.000000 Penalty: 103035.093750
Iteration 101Q: 32 clusters Score -9.546909e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 24530 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11425 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 20367 members 
Mstep: Class 7 contains 13317 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16391 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 37851 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 215824 members 
Mstep: Class 14 contains 64305 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 99945 members 
Mstep: Class 19 contains 25981 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 45869 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 2188 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31729 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468928.000000 Penalty: 103035.093750
Iteration 102Q: 32 clusters Score -9.546893e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 24642 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11409 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 20075 members 
Mstep: Class 7 contains 13314 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16398 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 38223 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 216207 members 
Mstep: Class 14 contains 64204 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6242 members 
Mstep: Class 17 contains 8449 members 
Mstep: Class 18 contains 99824 members 
Mstep: Class 19 contains 25856 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 45630 members 
Mstep: Class 25 contains 2782 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31732 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468696.000000 Penalty: 103035.093750
Iteration 103Q: 32 clusters Score -9.54687e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 24764 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11390 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 19761 members 
Mstep: Class 7 contains 13302 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16407 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 38610 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 216535 members 
Mstep: Class 14 contains 64106 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 99742 members 
Mstep: Class 19 contains 25730 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 45414 members 
Mstep: Class 25 contains 2792 members 
Mstep: Class 26 contains 2185 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31730 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468584.000000 Penalty: 103035.093750
Iteration 104Q: 32 clusters Score -9.546858e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 24880 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11375 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 19423 members 
Mstep: Class 7 contains 13302 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 39043 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 216766 members 
Mstep: Class 14 contains 64004 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 8448 members 
Mstep: Class 18 contains 99692 members 
Mstep: Class 19 contains 25597 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 45271 members 
Mstep: Class 25 contains 2795 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31734 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468560.000000 Penalty: 103035.093750
Iteration 105Q: 32 clusters Score -9.546856e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 24941 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11355 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 19052 members 
Mstep: Class 7 contains 13299 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16397 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 39504 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 216968 members 
Mstep: Class 14 contains 63937 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 18 contains 99644 members 
Mstep: Class 19 contains 25502 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 45126 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 2182 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468640.000000 Penalty: 103035.093750
Iteration 106Q: 32 clusters Score -9.546864e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 24996 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11332 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 18692 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 39953 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 217145 members 
Mstep: Class 14 contains 63874 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 6235 members 
Mstep: Class 17 contains 8452 members 
Mstep: Class 18 contains 99659 members 
Mstep: Class 19 contains 25428 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 44958 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 2182 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31736 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468304.000000 Penalty: 103035.093750
Iteration 107Q: 32 clusters Score -9.54683e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 25059 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 18298 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16395 members 
Mstep: Class 10 contains 2725 members 
Mstep: Class 11 contains 40449 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 217271 members 
Mstep: Class 14 contains 63787 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6232 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 18 contains 99747 members 
Mstep: Class 19 contains 25344 members 
Mstep: Class 20 contains 5000 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 44786 members 
Mstep: Class 25 contains 2804 members 
Mstep: Class 26 contains 2180 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31731 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468704.000000 Penalty: 103035.093750
Iteration 108Q: 32 clusters Score -9.54687e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25115 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 17915 members 
Mstep: Class 7 contains 13287 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16409 members 
Mstep: Class 10 contains 2725 members 
Mstep: Class 11 contains 40933 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 217353 members 
Mstep: Class 14 contains 63708 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 99879 members 
Mstep: Class 19 contains 25232 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 44611 members 
Mstep: Class 25 contains 2804 members 
Mstep: Class 26 contains 2178 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31720 members 
Mstep: Class 31 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468936.000000 Penalty: 103035.093750
Iteration 109Q: 32 clusters Score -9.546894e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 25162 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11265 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 17530 members 
Mstep: Class 7 contains 13280 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16424 members 
Mstep: Class 10 contains 2725 members 
Mstep: Class 11 contains 41423 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 217415 members 
Mstep: Class 14 contains 63658 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6227 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 99984 members 
Mstep: Class 19 contains 25122 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 44459 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 2175 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 265 members 
Mstep: Class 30 contains 31720 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468928.000000 Penalty: 103035.093750
Iteration 110Q: 32 clusters Score -9.546893e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 25202 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11249 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 17084 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 41967 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 217449 members 
Mstep: Class 14 contains 63608 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 100105 members 
Mstep: Class 19 contains 25023 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 44326 members 
Mstep: Class 25 contains 2797 members 
Mstep: Class 26 contains 2175 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 266 members 
Mstep: Class 30 contains 31723 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469120.000000 Penalty: 103035.093750
Iteration 111Q: 32 clusters Score -9.546912e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 25220 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11210 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 16647 members 
Mstep: Class 7 contains 13262 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16455 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 42523 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217446 members 
Mstep: Class 14 contains 63559 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 100256 members 
Mstep: Class 19 contains 24942 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 44188 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 266 members 
Mstep: Class 30 contains 31717 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469536.000000 Penalty: 103035.093750
Iteration 112Q: 32 clusters Score -9.546954e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 25219 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11169 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 16187 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217432 members 
Mstep: Class 14 contains 63516 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 100438 members 
Mstep: Class 19 contains 24897 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 44051 members 
Mstep: Class 25 contains 2782 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 266 members 
Mstep: Class 30 contains 31707 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469904.000000 Penalty: 103035.093750
Iteration 113Q: 32 clusters Score -9.54699e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11137 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 15788 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 2723 members 
Mstep: Class 11 contains 43619 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 217452 members 
Mstep: Class 14 contains 63451 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6232 members 
Mstep: Class 17 contains 8444 members 
Mstep: Class 18 contains 100594 members 
Mstep: Class 19 contains 24848 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43891 members 
Mstep: Class 25 contains 2773 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31699 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470040.000000 Penalty: 103035.093750
Iteration 114Q: 32 clusters Score -9.547004e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 25216 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 15409 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16462 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 44104 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 217459 members 
Mstep: Class 14 contains 63392 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6229 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 100763 members 
Mstep: Class 19 contains 24818 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43717 members 
Mstep: Class 25 contains 2766 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31694 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470024.000000 Penalty: 103035.093750
Iteration 115Q: 32 clusters Score -9.547002e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 25209 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11100 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 15095 members 
Mstep: Class 7 contains 13279 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16460 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 44516 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 217438 members 
Mstep: Class 14 contains 63345 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 17 contains 8437 members 
Mstep: Class 18 contains 100959 members 
Mstep: Class 19 contains 24769 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43561 members 
Mstep: Class 25 contains 2761 members 
Mstep: Class 26 contains 2172 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31691 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470184.000000 Penalty: 103035.093750
Iteration 116Q: 32 clusters Score -9.547018e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 25191 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 14826 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16459 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 44894 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 217384 members 
Mstep: Class 14 contains 63283 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6227 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 101189 members 
Mstep: Class 19 contains 24716 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43405 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 2172 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31694 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470440.000000 Penalty: 103035.093750
Iteration 117Q: 32 clusters Score -9.547044e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 25195 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 14563 members 
Mstep: Class 7 contains 13287 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16466 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 45254 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 217329 members 
Mstep: Class 14 contains 63238 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 101388 members 
Mstep: Class 19 contains 24655 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43265 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31696 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470368.000000 Penalty: 103035.093750
Iteration 118Q: 32 clusters Score -9.547037e+07 nChanged 1132
Entering ConstructFrom: 
Score: -95470368.000000 Penalty: 103035.093750
Entering ConstructFrom: 
Trying to split cluster 1 (10896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Entering Unmasked Estep 
Score: -1565133.375000 Penalty: 2305.445557
	Iteration 0F: 2 clusters Score -1565133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1556890.000000 Penalty: 4610.891113
	Iteration 0F: 3 clusters Score -1556890 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1559326.250000 Penalty: 4610.891113
	Iteration 1F: 3 clusters Score -1559326 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1559651.250000 Penalty: 4610.891113
	Iteration 2F: 3 clusters Score -1559651 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1559902.500000 Penalty: 4610.891113
	Iteration 3F: 3 clusters Score -1559902 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1560123.000000 Penalty: 4610.891113
	Iteration 4Q: 3 clusters Score -1560123 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1560295.375000 Penalty: 4610.891113
	Iteration 5Q: 3 clusters Score -1560295 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1560463.250000 Penalty: 4610.891113
	Iteration 6Q: 3 clusters Score -1560463 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1560635.250000 Penalty: 4610.891113
	Iteration 7Q: 3 clusters Score -1560635 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1560811.500000 Penalty: 4610.891113
	Iteration 8Q: 3 clusters Score -1560812 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1560964.500000 Penalty: 4610.891113
	Iteration 9Q: 3 clusters Score -1560964 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1561118.875000 Penalty: 4610.891113
	Iteration 10Q: 3 clusters Score -1561119 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1561266.500000 Penalty: 4610.891113
	Iteration 11Q: 3 clusters Score -1561266 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1561428.125000 Penalty: 4610.891113
	Iteration 12Q: 3 clusters Score -1561428 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1561604.750000 Penalty: 4610.891113
	Iteration 13Q: 3 clusters Score -1561605 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1561782.250000 Penalty: 4610.891113
	Iteration 14Q: 3 clusters Score -1561782 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1561929.250000 Penalty: 4610.891113
	Iteration 15Q: 3 clusters Score -1561929 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1562068.250000 Penalty: 4610.891113
	Iteration 16Q: 3 clusters Score -1562068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1562195.750000 Penalty: 4610.891113
	Iteration 17Q: 3 clusters Score -1562196 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1562329.875000 Penalty: 4610.891113
	Iteration 18Q: 3 clusters Score -1562330 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1562454.875000 Penalty: 4610.891113
	Iteration 19Q: 3 clusters Score -1562455 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1562578.875000 Penalty: 4610.891113
	Iteration 20F: 3 clusters Score -1562579 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1562692.625000 Penalty: 4610.891113
	Iteration 21Q: 3 clusters Score -1562693 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1562781.250000 Penalty: 4610.891113
	Iteration 22Q: 3 clusters Score -1562781 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1562872.500000 Penalty: 4610.891113
	Iteration 23Q: 3 clusters Score -1562872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1562956.500000 Penalty: 4610.891113
	Iteration 24Q: 3 clusters Score -1562956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1563025.500000 Penalty: 4610.891113
	Iteration 25Q: 3 clusters Score -1563026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1563059.875000 Penalty: 4610.891113
	Iteration 26Q: 3 clusters Score -1563060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1563081.000000 Penalty: 4610.891113
	Iteration 27Q: 3 clusters Score -1563081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1563099.250000 Penalty: 4610.891113
	Iteration 28Q: 3 clusters Score -1563099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1563112.125000 Penalty: 4610.891113
	Iteration 29Q: 3 clusters Score -1563112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1563130.625000 Penalty: 4610.891113
	Iteration 30Q: 3 clusters Score -1563131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1563141.250000 Penalty: 4610.891113
	Iteration 31Q: 3 clusters Score -1563141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1563151.625000 Penalty: 4610.891113
	Iteration 32Q: 3 clusters Score -1563152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1563159.875000 Penalty: 4610.891113
	Iteration 33Q: 3 clusters Score -1563160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1563171.250000 Penalty: 4610.891113
	Iteration 34Q: 3 clusters Score -1563171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1563180.750000 Penalty: 4610.891113
	Iteration 35Q: 3 clusters Score -1563181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1563186.625000 Penalty: 4610.891113
	Iteration 36Q: 3 clusters Score -1563187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1563196.250000 Penalty: 4610.891113
	Iteration 37Q: 3 clusters Score -1563196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1563200.125000 Penalty: 4610.891113
	Iteration 38Q: 3 clusters Score -1563200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1563202.875000 Penalty: 4610.891113
	Iteration 39Q: 3 clusters Score -1563203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1563208.875000 Penalty: 4610.891113
	Iteration 40F: 3 clusters Score -1563209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1563210.125000 Penalty: 4610.891113
	Iteration 41Q: 3 clusters Score -1563210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1563213.375000 Penalty: 4610.891113
	Iteration 42Q: 3 clusters Score -1563213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1563220.500000 Penalty: 4610.891113
	Iteration 43Q: 3 clusters Score -1563220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1563222.375000 Penalty: 4610.891113
	Iteration 44Q: 3 clusters Score -1563222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1563226.250000 Penalty: 4610.891113
	Iteration 45Q: 3 clusters Score -1563226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1563228.750000 Penalty: 4610.891113
	Iteration 46Q: 3 clusters Score -1563229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1563229.125000 Penalty: 4610.891113
	Iteration 47Q: 3 clusters Score -1563229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1563237.000000 Penalty: 4610.891113
	Iteration 48Q: 3 clusters Score -1563237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1563239.000000 Penalty: 4610.891113
	Iteration 49Q: 3 clusters Score -1563239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1563242.375000 Penalty: 4610.891113
	Iteration 50Q: 3 clusters Score -1563242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1563243.875000 Penalty: 4610.891113
	Iteration 51Q: 3 clusters Score -1563244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1563247.750000 Penalty: 4610.891113
	Iteration 52Q: 3 clusters Score -1563248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1563250.125000 Penalty: 4610.891113
	Iteration 53Q: 3 clusters Score -1563250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1563254.000000 Penalty: 4610.891113
	Iteration 54Q: 3 clusters Score -1563254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1563254.125000 Penalty: 4610.891113
	Iteration 55Q: 3 clusters Score -1563254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1563259.375000 Penalty: 4610.891113
	Iteration 56Q: 3 clusters Score -1563259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1563257.375000 Penalty: 4610.891113
	Iteration 57Q: 3 clusters Score -1563257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1563259.500000 Penalty: 4610.891113
	Iteration 58Q: 3 clusters Score -1563260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1563260.750000 Penalty: 4610.891113
	Iteration 59Q: 3 clusters Score -1563261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1563260.625000 Penalty: 4610.891113
	Iteration 60F: 3 clusters Score -1563261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1563262.875000 Penalty: 4610.891113
	Iteration 61Q: 3 clusters Score -1563263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1563263.875000 Penalty: 4610.891113
	Iteration 62Q: 3 clusters Score -1563264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1563263.375000 Penalty: 4610.891113
	Iteration 63Q: 3 clusters Score -1563263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1563263.500000 Penalty: 4610.891113
	Iteration 64Q: 3 clusters Score -1563264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1563263.625000 Penalty: 4610.891113
	Iteration 65Q: 3 clusters Score -1563264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1563264.750000 Penalty: 4610.891113
	Iteration 66Q: 3 clusters Score -1563265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1563266.375000 Penalty: 4610.891113
	Iteration 67Q: 3 clusters Score -1563266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1563267.250000 Penalty: 4610.891113
	Iteration 68Q: 3 clusters Score -1563267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1563264.250000 Penalty: 4610.891113
	Iteration 69Q: 3 clusters Score -1563264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1563264.000000 Penalty: 4610.891113
	Iteration 70Q: 3 clusters Score -1563264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1563264.625000 Penalty: 4610.891113
	Iteration 71Q: 3 clusters Score -1563265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1563266.625000 Penalty: 4610.891113
	Iteration 72Q: 3 clusters Score -1563267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1563265.250000 Penalty: 4610.891113
	Iteration 73Q: 3 clusters Score -1563265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1563266.125000 Penalty: 4610.891113
	Iteration 74Q: 3 clusters Score -1563266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1563266.125000 Penalty: 4610.891113
	Iteration 75F: 3 clusters Score -1563266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Entering Unmasked Estep 
Score: -3503271.250000 Penalty: 2513.262451
	Iteration 0F: 2 clusters Score -3503271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3485636.750000 Penalty: 5026.524902
	Iteration 0F: 3 clusters Score -3485637 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3491850.500000 Penalty: 5026.524902
	Iteration 1F: 3 clusters Score -3491850 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3492325.750000 Penalty: 5026.524902
	Iteration 2F: 3 clusters Score -3492326 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3492810.000000 Penalty: 5026.524902
	Iteration 3Q: 3 clusters Score -3492810 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3493334.750000 Penalty: 5026.524902
	Iteration 4Q: 3 clusters Score -3493335 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3493881.500000 Penalty: 5026.524902
	Iteration 5Q: 3 clusters Score -3493882 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3494410.750000 Penalty: 5026.524902
	Iteration 6Q: 3 clusters Score -3494411 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3494893.250000 Penalty: 5026.524902
	Iteration 7Q: 3 clusters Score -3494893 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3495322.250000 Penalty: 5026.524902
	Iteration 8Q: 3 clusters Score -3495322 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3495814.500000 Penalty: 5026.524902
	Iteration 9Q: 3 clusters Score -3495814 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3496321.250000 Penalty: 5026.524902
	Iteration 10Q: 3 clusters Score -3496321 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3496850.750000 Penalty: 5026.524902
	Iteration 11Q: 3 clusters Score -3496851 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3497362.500000 Penalty: 5026.524902
	Iteration 12Q: 3 clusters Score -3497362 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3497838.500000 Penalty: 5026.524902
	Iteration 13Q: 3 clusters Score -3497838 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3498315.750000 Penalty: 5026.524902
	Iteration 14Q: 3 clusters Score -3498316 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3498681.750000 Penalty: 5026.524902
	Iteration 15Q: 3 clusters Score -3498682 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3498991.000000 Penalty: 5026.524902
	Iteration 16Q: 3 clusters Score -3498991 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3499213.500000 Penalty: 5026.524902
	Iteration 17Q: 3 clusters Score -3499214 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3499414.000000 Penalty: 5026.524902
	Iteration 18Q: 3 clusters Score -3499414 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3499554.000000 Penalty: 5026.524902
	Iteration 19Q: 3 clusters Score -3499554 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3499669.250000 Penalty: 5026.524902
	Iteration 20F: 3 clusters Score -3499669 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3499772.500000 Penalty: 5026.524902
	Iteration 21Q: 3 clusters Score -3499772 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3499856.000000 Penalty: 5026.524902
	Iteration 22Q: 3 clusters Score -3499856 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3499910.750000 Penalty: 5026.524902
	Iteration 23Q: 3 clusters Score -3499911 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3499969.750000 Penalty: 5026.524902
	Iteration 24Q: 3 clusters Score -3499970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3500025.750000 Penalty: 5026.524902
	Iteration 25Q: 3 clusters Score -3500026 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3500075.750000 Penalty: 5026.524902
	Iteration 26Q: 3 clusters Score -3500076 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3500103.750000 Penalty: 5026.524902
	Iteration 27Q: 3 clusters Score -3500104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3500143.500000 Penalty: 5026.524902
	Iteration 28Q: 3 clusters Score -3500144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3500195.250000 Penalty: 5026.524902
	Iteration 29Q: 3 clusters Score -3500195 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3500223.750000 Penalty: 5026.524902
	Iteration 30Q: 3 clusters Score -3500224 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3500251.750000 Penalty: 5026.524902
	Iteration 31Q: 3 clusters Score -3500252 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3500295.500000 Penalty: 5026.524902
	Iteration 32Q: 3 clusters Score -3500296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3500341.250000 Penalty: 5026.524902
	Iteration 33Q: 3 clusters Score -3500341 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3500377.750000 Penalty: 5026.524902
	Iteration 34Q: 3 clusters Score -3500378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3500435.250000 Penalty: 5026.524902
	Iteration 35Q: 3 clusters Score -3500435 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3500501.500000 Penalty: 5026.524902
	Iteration 36Q: 3 clusters Score -3500502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3500558.000000 Penalty: 5026.524902
	Iteration 37Q: 3 clusters Score -3500558 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3500624.500000 Penalty: 5026.524902
	Iteration 38Q: 3 clusters Score -3500624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3500701.750000 Penalty: 5026.524902
	Iteration 39Q: 3 clusters Score -3500702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3500770.750000 Penalty: 5026.524902
	Iteration 40F: 3 clusters Score -3500771 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3500841.000000 Penalty: 5026.524902
	Iteration 41Q: 3 clusters Score -3500841 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3500914.250000 Penalty: 5026.524902
	Iteration 42Q: 3 clusters Score -3500914 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3501007.250000 Penalty: 5026.524902
	Iteration 43Q: 3 clusters Score -3501007 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3501081.750000 Penalty: 5026.524902
	Iteration 44Q: 3 clusters Score -3501082 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3501153.250000 Penalty: 5026.524902
	Iteration 45Q: 3 clusters Score -3501153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3501207.000000 Penalty: 5026.524902
	Iteration 46Q: 3 clusters Score -3501207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3501252.750000 Penalty: 5026.524902
	Iteration 47Q: 3 clusters Score -3501253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3501286.500000 Penalty: 5026.524902
	Iteration 48Q: 3 clusters Score -3501286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3501334.750000 Penalty: 5026.524902
	Iteration 49Q: 3 clusters Score -3501335 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3501354.750000 Penalty: 5026.524902
	Iteration 50Q: 3 clusters Score -3501355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3501376.750000 Penalty: 5026.524902
	Iteration 51Q: 3 clusters Score -3501377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3501392.250000 Penalty: 5026.524902
	Iteration 52Q: 3 clusters Score -3501392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3501403.500000 Penalty: 5026.524902
	Iteration 53Q: 3 clusters Score -3501404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3501424.250000 Penalty: 5026.524902
	Iteration 54Q: 3 clusters Score -3501424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3501439.250000 Penalty: 5026.524902
	Iteration 55Q: 3 clusters Score -3501439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3501448.500000 Penalty: 5026.524902
	Iteration 56Q: 3 clusters Score -3501448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3501455.500000 Penalty: 5026.524902
	Iteration 57Q: 3 clusters Score -3501456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3501460.500000 Penalty: 5026.524902
	Iteration 58Q: 3 clusters Score -3501460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3501461.750000 Penalty: 5026.524902
	Iteration 59Q: 3 clusters Score -3501462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3501461.500000 Penalty: 5026.524902
	Iteration 60F: 3 clusters Score -3501462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3501473.250000 Penalty: 5026.524902
	Iteration 61Q: 3 clusters Score -3501473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3501480.000000 Penalty: 5026.524902
	Iteration 62Q: 3 clusters Score -3501480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3501479.500000 Penalty: 5026.524902
	Iteration 63Q: 3 clusters Score -3501480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3501489.000000 Penalty: 5026.524902
	Iteration 64Q: 3 clusters Score -3501489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3501496.500000 Penalty: 5026.524902
	Iteration 65Q: 3 clusters Score -3501496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3501494.500000 Penalty: 5026.524902
	Iteration 66Q: 3 clusters Score -3501494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3501491.250000 Penalty: 5026.524902
	Iteration 67Q: 3 clusters Score -3501491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3501492.000000 Penalty: 5026.524902
	Iteration 68Q: 3 clusters Score -3501492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3501492.000000 Penalty: 5026.524902
	Iteration 69F: 3 clusters Score -3501492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -141563.781250 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -141563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -139631.718750 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -139631.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140513.078125 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -140513.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141712.671875 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -141712.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142987.328125 Penalty: 3492.105957
	Iteration 3F: 3 clusters Score -142987.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144120.890625 Penalty: 3492.105957
	Iteration 4F: 3 clusters Score -144120.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144674.718750 Penalty: 3492.105957
	Iteration 5F: 3 clusters Score -144674.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145046.546875 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -145046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -145262.734375 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -145262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145356.796875 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -145356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145356.796875 Penalty: 3492.105957
	Iteration 9F: 3 clusters Score -145356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 45562 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217280 members 
Mstep: Class 14 contains 63197 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 101570 members 
Mstep: Class 19 contains 24616 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43133 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31691 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 725 members 
Entering Unmasked Estep 
Score: -95472712.000000 Penalty: 106358.804688
Splitting cluster 3 changes total score from -95470368.000000 to -95472712.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (11016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Entering Unmasked Estep 
Score: -1581675.250000 Penalty: 2308.161865
	Iteration 0F: 2 clusters Score -1581675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1573430.125000 Penalty: 4616.323730
	Iteration 0F: 3 clusters Score -1573430 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1575982.750000 Penalty: 4616.323730
	Iteration 1F: 3 clusters Score -1575983 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1576422.875000 Penalty: 4616.323730
	Iteration 2F: 3 clusters Score -1576423 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1576761.625000 Penalty: 4616.323730
	Iteration 3F: 3 clusters Score -1576762 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1577073.250000 Penalty: 4616.323730
	Iteration 4F: 3 clusters Score -1577073 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1577430.750000 Penalty: 4616.323730
	Iteration 5Q: 3 clusters Score -1577431 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1577854.250000 Penalty: 4616.323730
	Iteration 6Q: 3 clusters Score -1577854 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1578258.000000 Penalty: 4616.323730
	Iteration 7F: 3 clusters Score -1578258 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1578681.875000 Penalty: 4616.323730
	Iteration 8Q: 3 clusters Score -1578682 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1579148.500000 Penalty: 4616.323730
	Iteration 9F: 3 clusters Score -1579148 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1579601.375000 Penalty: 4616.323730
	Iteration 10Q: 3 clusters Score -1579601 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1579957.750000 Penalty: 4616.323730
	Iteration 11Q: 3 clusters Score -1579958 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1580250.125000 Penalty: 4616.323730
	Iteration 12Q: 3 clusters Score -1580250 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1580471.500000 Penalty: 4616.323730
	Iteration 13Q: 3 clusters Score -1580472 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1580626.500000 Penalty: 4616.323730
	Iteration 14Q: 3 clusters Score -1580626 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1580732.875000 Penalty: 4616.323730
	Iteration 15Q: 3 clusters Score -1580733 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1580789.375000 Penalty: 4616.323730
	Iteration 16Q: 3 clusters Score -1580789 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1580824.125000 Penalty: 4616.323730
	Iteration 17Q: 3 clusters Score -1580824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1580853.250000 Penalty: 4616.323730
	Iteration 18Q: 3 clusters Score -1580853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1580871.250000 Penalty: 4616.323730
	Iteration 19Q: 3 clusters Score -1580871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1580881.875000 Penalty: 4616.323730
	Iteration 20F: 3 clusters Score -1580882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1580884.375000 Penalty: 4616.323730
	Iteration 21Q: 3 clusters Score -1580884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1580892.250000 Penalty: 4616.323730
	Iteration 22Q: 3 clusters Score -1580892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1580890.000000 Penalty: 4616.323730
	Iteration 23Q: 3 clusters Score -1580890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1580892.625000 Penalty: 4616.323730
	Iteration 24Q: 3 clusters Score -1580893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1580894.375000 Penalty: 4616.323730
	Iteration 25Q: 3 clusters Score -1580894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1580898.000000 Penalty: 4616.323730
	Iteration 26Q: 3 clusters Score -1580898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1580896.625000 Penalty: 4616.323730
	Iteration 27Q: 3 clusters Score -1580897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1580900.750000 Penalty: 4616.323730
	Iteration 28Q: 3 clusters Score -1580901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1580903.125000 Penalty: 4616.323730
	Iteration 29Q: 3 clusters Score -1580903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1580903.000000 Penalty: 4616.323730
	Iteration 30Q: 3 clusters Score -1580903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1580904.250000 Penalty: 4616.323730
	Iteration 31Q: 3 clusters Score -1580904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1580905.375000 Penalty: 4616.323730
	Iteration 32Q: 3 clusters Score -1580905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1580907.625000 Penalty: 4616.323730
	Iteration 33Q: 3 clusters Score -1580908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1580906.250000 Penalty: 4616.323730
	Iteration 34Q: 3 clusters Score -1580906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1580905.375000 Penalty: 4616.323730
	Iteration 35Q: 3 clusters Score -1580905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1580904.000000 Penalty: 4616.323730
	Iteration 36Q: 3 clusters Score -1580904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1580903.625000 Penalty: 4616.323730
	Iteration 37Q: 3 clusters Score -1580904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1580903.625000 Penalty: 4616.323730
	Iteration 38F: 3 clusters Score -1580904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Entering Unmasked Estep 
Score: -89359.414062 Penalty: 1675.141846
	Iteration 0F: 2 clusters Score -89359.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87981.554688 Penalty: 3350.283691
	Iteration 0F: 3 clusters Score -87981.55 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88766.328125 Penalty: 3350.283691
	Iteration 1F: 3 clusters Score -88766.33 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -89157.914062 Penalty: 3350.283691
	Iteration 2F: 3 clusters Score -89157.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89501.046875 Penalty: 3350.283691
	Iteration 3F: 3 clusters Score -89501.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89695.304688 Penalty: 3350.283691
	Iteration 4Q: 3 clusters Score -89695.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -89827.460938 Penalty: 3350.283691
	Iteration 5Q: 3 clusters Score -89827.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89973.492188 Penalty: 3350.283691
	Iteration 6Q: 3 clusters Score -89973.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -90016.664062 Penalty: 3350.283691
	Iteration 7Q: 3 clusters Score -90016.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -90051.835938 Penalty: 3350.283691
	Iteration 8Q: 3 clusters Score -90051.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90075.562500 Penalty: 3350.283691
	Iteration 9Q: 3 clusters Score -90075.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -90083.539062 Penalty: 3350.283691
	Iteration 10Q: 3 clusters Score -90083.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90085.820312 Penalty: 3350.283691
	Iteration 11Q: 3 clusters Score -90085.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -90087.515625 Penalty: 3350.283691
	Iteration 12Q: 3 clusters Score -90087.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -90088.125000 Penalty: 3350.283691
	Iteration 13F: 3 clusters Score -90088.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90098.367188 Penalty: 3350.283691
	Iteration 14Q: 3 clusters Score -90098.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90098.367188 Penalty: 3350.283691
	Iteration 15F: 3 clusters Score -90098.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 45562 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217280 members 
Mstep: Class 14 contains 63197 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 101570 members 
Mstep: Class 19 contains 24616 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43133 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31691 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 608 members 
Entering Unmasked Estep 
Score: -95471816.000000 Penalty: 109682.515625
Splitting cluster 5 changes total score from -95470368.000000 to -95471816.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 6 (14350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Entering Unmasked Estep 
Score: -2113271.500000 Penalty: 2373.733398
	Iteration 0F: 2 clusters Score -2113272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2102818.250000 Penalty: 4747.466797
	Iteration 0F: 3 clusters Score -2102818 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2106118.750000 Penalty: 4747.466797
	Iteration 1F: 3 clusters Score -2106119 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2106481.500000 Penalty: 4747.466797
	Iteration 2F: 3 clusters Score -2106482 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2106751.500000 Penalty: 4747.466797
	Iteration 3Q: 3 clusters Score -2106752 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2106955.750000 Penalty: 4747.466797
	Iteration 4Q: 3 clusters Score -2106956 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2107130.250000 Penalty: 4747.466797
	Iteration 5Q: 3 clusters Score -2107130 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2107311.000000 Penalty: 4747.466797
	Iteration 6Q: 3 clusters Score -2107311 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2107466.250000 Penalty: 4747.466797
	Iteration 7Q: 3 clusters Score -2107466 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2107615.750000 Penalty: 4747.466797
	Iteration 8Q: 3 clusters Score -2107616 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2107747.250000 Penalty: 4747.466797
	Iteration 9Q: 3 clusters Score -2107747 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2107887.750000 Penalty: 4747.466797
	Iteration 10Q: 3 clusters Score -2107888 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2108039.750000 Penalty: 4747.466797
	Iteration 11Q: 3 clusters Score -2108040 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2108192.750000 Penalty: 4747.466797
	Iteration 12Q: 3 clusters Score -2108193 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2108356.500000 Penalty: 4747.466797
	Iteration 13Q: 3 clusters Score -2108356 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2108536.750000 Penalty: 4747.466797
	Iteration 14Q: 3 clusters Score -2108537 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2108742.750000 Penalty: 4747.466797
	Iteration 15Q: 3 clusters Score -2108743 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2108987.250000 Penalty: 4747.466797
	Iteration 16Q: 3 clusters Score -2108987 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2109259.500000 Penalty: 4747.466797
	Iteration 17Q: 3 clusters Score -2109260 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2109498.750000 Penalty: 4747.466797
	Iteration 18Q: 3 clusters Score -2109499 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2109701.500000 Penalty: 4747.466797
	Iteration 19Q: 3 clusters Score -2109702 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2109872.750000 Penalty: 4747.466797
	Iteration 20F: 3 clusters Score -2109873 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2110048.750000 Penalty: 4747.466797
	Iteration 21Q: 3 clusters Score -2110049 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2110201.500000 Penalty: 4747.466797
	Iteration 22Q: 3 clusters Score -2110202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2110325.750000 Penalty: 4747.466797
	Iteration 23Q: 3 clusters Score -2110326 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2110455.250000 Penalty: 4747.466797
	Iteration 24Q: 3 clusters Score -2110455 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2110566.500000 Penalty: 4747.466797
	Iteration 25Q: 3 clusters Score -2110566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2110668.000000 Penalty: 4747.466797
	Iteration 26Q: 3 clusters Score -2110668 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2110763.500000 Penalty: 4747.466797
	Iteration 27Q: 3 clusters Score -2110764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2110845.000000 Penalty: 4747.466797
	Iteration 28Q: 3 clusters Score -2110845 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2110911.250000 Penalty: 4747.466797
	Iteration 29Q: 3 clusters Score -2110911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2110967.750000 Penalty: 4747.466797
	Iteration 30Q: 3 clusters Score -2110968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2111010.500000 Penalty: 4747.466797
	Iteration 31Q: 3 clusters Score -2111010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2111054.250000 Penalty: 4747.466797
	Iteration 32Q: 3 clusters Score -2111054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2111094.000000 Penalty: 4747.466797
	Iteration 33Q: 3 clusters Score -2111094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2111119.750000 Penalty: 4747.466797
	Iteration 34Q: 3 clusters Score -2111120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2111145.750000 Penalty: 4747.466797
	Iteration 35Q: 3 clusters Score -2111146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2111156.750000 Penalty: 4747.466797
	Iteration 36Q: 3 clusters Score -2111157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2111172.250000 Penalty: 4747.466797
	Iteration 37Q: 3 clusters Score -2111172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2111181.000000 Penalty: 4747.466797
	Iteration 38Q: 3 clusters Score -2111181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2111187.750000 Penalty: 4747.466797
	Iteration 39Q: 3 clusters Score -2111188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2111196.000000 Penalty: 4747.466797
	Iteration 40F: 3 clusters Score -2111196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2111198.500000 Penalty: 4747.466797
	Iteration 41Q: 3 clusters Score -2111198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2111204.500000 Penalty: 4747.466797
	Iteration 42Q: 3 clusters Score -2111204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2111207.250000 Penalty: 4747.466797
	Iteration 43Q: 3 clusters Score -2111207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2111209.750000 Penalty: 4747.466797
	Iteration 44Q: 3 clusters Score -2111210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2111214.750000 Penalty: 4747.466797
	Iteration 45Q: 3 clusters Score -2111215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2111213.500000 Penalty: 4747.466797
	Iteration 46Q: 3 clusters Score -2111214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2111213.500000 Penalty: 4747.466797
	Iteration 47F: 3 clusters Score -2111214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Entering Unmasked Estep 
Score: -1687586.375000 Penalty: 2354.366211
	Iteration 0F: 2 clusters Score -1687586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1677854.750000 Penalty: 4708.732422
	Iteration 0F: 3 clusters Score -1677855 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1680940.500000 Penalty: 4708.732422
	Iteration 1F: 3 clusters Score -1680940 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1681405.375000 Penalty: 4708.732422
	Iteration 2F: 3 clusters Score -1681405 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1681796.500000 Penalty: 4708.732422
	Iteration 3F: 3 clusters Score -1681796 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1682180.500000 Penalty: 4708.732422
	Iteration 4Q: 3 clusters Score -1682180 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1682594.500000 Penalty: 4708.732422
	Iteration 5Q: 3 clusters Score -1682594 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1683040.500000 Penalty: 4708.732422
	Iteration 6F: 3 clusters Score -1683040 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1683479.750000 Penalty: 4708.732422
	Iteration 7F: 3 clusters Score -1683480 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1683872.250000 Penalty: 4708.732422
	Iteration 8Q: 3 clusters Score -1683872 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1684213.000000 Penalty: 4708.732422
	Iteration 9Q: 3 clusters Score -1684213 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1684533.875000 Penalty: 4708.732422
	Iteration 10Q: 3 clusters Score -1684534 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1684757.250000 Penalty: 4708.732422
	Iteration 11Q: 3 clusters Score -1684757 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1684903.750000 Penalty: 4708.732422
	Iteration 12Q: 3 clusters Score -1684904 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1685009.125000 Penalty: 4708.732422
	Iteration 13Q: 3 clusters Score -1685009 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1685098.125000 Penalty: 4708.732422
	Iteration 14Q: 3 clusters Score -1685098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1685181.250000 Penalty: 4708.732422
	Iteration 15Q: 3 clusters Score -1685181 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1685257.500000 Penalty: 4708.732422
	Iteration 16Q: 3 clusters Score -1685258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1685318.375000 Penalty: 4708.732422
	Iteration 17Q: 3 clusters Score -1685318 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1685356.750000 Penalty: 4708.732422
	Iteration 18Q: 3 clusters Score -1685357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1685394.625000 Penalty: 4708.732422
	Iteration 19Q: 3 clusters Score -1685395 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1685421.125000 Penalty: 4708.732422
	Iteration 20F: 3 clusters Score -1685421 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1685459.375000 Penalty: 4708.732422
	Iteration 21Q: 3 clusters Score -1685459 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1685481.500000 Penalty: 4708.732422
	Iteration 22Q: 3 clusters Score -1685482 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1685512.875000 Penalty: 4708.732422
	Iteration 23Q: 3 clusters Score -1685513 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1685534.625000 Penalty: 4708.732422
	Iteration 24Q: 3 clusters Score -1685535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1685554.250000 Penalty: 4708.732422
	Iteration 25Q: 3 clusters Score -1685554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1685573.250000 Penalty: 4708.732422
	Iteration 26Q: 3 clusters Score -1685573 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1685605.750000 Penalty: 4708.732422
	Iteration 27Q: 3 clusters Score -1685606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1685631.625000 Penalty: 4708.732422
	Iteration 28Q: 3 clusters Score -1685632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1685657.250000 Penalty: 4708.732422
	Iteration 29Q: 3 clusters Score -1685657 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1685684.375000 Penalty: 4708.732422
	Iteration 30Q: 3 clusters Score -1685684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1685722.000000 Penalty: 4708.732422
	Iteration 31Q: 3 clusters Score -1685722 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1685762.500000 Penalty: 4708.732422
	Iteration 32Q: 3 clusters Score -1685762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1685806.125000 Penalty: 4708.732422
	Iteration 33Q: 3 clusters Score -1685806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1685854.375000 Penalty: 4708.732422
	Iteration 34Q: 3 clusters Score -1685854 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1685906.000000 Penalty: 4708.732422
	Iteration 35Q: 3 clusters Score -1685906 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1685970.000000 Penalty: 4708.732422
	Iteration 36Q: 3 clusters Score -1685970 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1686053.750000 Penalty: 4708.732422
	Iteration 37Q: 3 clusters Score -1686054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1686149.500000 Penalty: 4708.732422
	Iteration 38Q: 3 clusters Score -1686150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1686228.125000 Penalty: 4708.732422
	Iteration 39Q: 3 clusters Score -1686228 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1686326.875000 Penalty: 4708.732422
	Iteration 40F: 3 clusters Score -1686327 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1686419.750000 Penalty: 4708.732422
	Iteration 41Q: 3 clusters Score -1686420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1686533.500000 Penalty: 4708.732422
	Iteration 42Q: 3 clusters Score -1686534 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1686623.125000 Penalty: 4708.732422
	Iteration 43Q: 3 clusters Score -1686623 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1686703.375000 Penalty: 4708.732422
	Iteration 44Q: 3 clusters Score -1686703 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1686762.125000 Penalty: 4708.732422
	Iteration 45Q: 3 clusters Score -1686762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1686807.625000 Penalty: 4708.732422
	Iteration 46Q: 3 clusters Score -1686808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1686835.000000 Penalty: 4708.732422
	Iteration 47Q: 3 clusters Score -1686835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1686856.250000 Penalty: 4708.732422
	Iteration 48Q: 3 clusters Score -1686856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1686873.000000 Penalty: 4708.732422
	Iteration 49Q: 3 clusters Score -1686873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1686888.500000 Penalty: 4708.732422
	Iteration 50Q: 3 clusters Score -1686888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1686892.500000 Penalty: 4708.732422
	Iteration 51Q: 3 clusters Score -1686892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1686894.250000 Penalty: 4708.732422
	Iteration 52Q: 3 clusters Score -1686894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1686897.375000 Penalty: 4708.732422
	Iteration 53Q: 3 clusters Score -1686897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1686900.875000 Penalty: 4708.732422
	Iteration 54Q: 3 clusters Score -1686901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1686910.500000 Penalty: 4708.732422
	Iteration 55Q: 3 clusters Score -1686910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1686913.625000 Penalty: 4708.732422
	Iteration 56Q: 3 clusters Score -1686914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1686913.625000 Penalty: 4708.732422
	Iteration 57Q: 3 clusters Score -1686914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1686919.750000 Penalty: 4708.732422
	Iteration 58Q: 3 clusters Score -1686920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1686923.375000 Penalty: 4708.732422
	Iteration 59Q: 3 clusters Score -1686923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1686922.125000 Penalty: 4708.732422
	Iteration 60F: 3 clusters Score -1686922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1686924.125000 Penalty: 4708.732422
	Iteration 61Q: 3 clusters Score -1686924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1686921.500000 Penalty: 4708.732422
	Iteration 62Q: 3 clusters Score -1686922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1686921.500000 Penalty: 4708.732422
	Iteration 63Q: 3 clusters Score -1686922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1686920.375000 Penalty: 4708.732422
	Iteration 64Q: 3 clusters Score -1686920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1686923.250000 Penalty: 4708.732422
	Iteration 65Q: 3 clusters Score -1686923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1686919.250000 Penalty: 4708.732422
	Iteration 66Q: 3 clusters Score -1686919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1686921.250000 Penalty: 4708.732422
	Iteration 67Q: 3 clusters Score -1686921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1686924.750000 Penalty: 4708.732422
	Iteration 68Q: 3 clusters Score -1686925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1686924.000000 Penalty: 4708.732422
	Iteration 69Q: 3 clusters Score -1686924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1686924.000000 Penalty: 4708.732422
	Iteration 70Q: 3 clusters Score -1686924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1686924.000000 Penalty: 4708.732422
	Iteration 71F: 3 clusters Score -1686924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -31310.513672 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -31310.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30167.808594 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -30167.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30279.916016 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -30279.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30337.121094 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -30337.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30369.072266 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -30369.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30386.134766 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -30386.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30394.097656 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -30394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30402.449219 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -30402.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30406.275391 Penalty: 2712.157715
	Iteration 7Q: 3 clusters Score -30406.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30406.275391 Penalty: 2712.157715
	Iteration 8F: 3 clusters Score -30406.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Entering Unmasked Estep 
Score: -2411473.000000 Penalty: 2408.116211
	Iteration 0F: 2 clusters Score -2411473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2399798.750000 Penalty: 4816.232422
	Iteration 0F: 3 clusters Score -2399799 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2403296.250000 Penalty: 4816.232422
	Iteration 1F: 3 clusters Score -2403296 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2403623.500000 Penalty: 4816.232422
	Iteration 2F: 3 clusters Score -2403624 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2403923.000000 Penalty: 4816.232422
	Iteration 3Q: 3 clusters Score -2403923 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2404225.750000 Penalty: 4816.232422
	Iteration 4Q: 3 clusters Score -2404226 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2404550.250000 Penalty: 4816.232422
	Iteration 5Q: 3 clusters Score -2404550 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2404935.750000 Penalty: 4816.232422
	Iteration 6Q: 3 clusters Score -2404936 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2405403.750000 Penalty: 4816.232422
	Iteration 7Q: 3 clusters Score -2405404 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2405923.500000 Penalty: 4816.232422
	Iteration 8Q: 3 clusters Score -2405924 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2406514.000000 Penalty: 4816.232422
	Iteration 9F: 3 clusters Score -2406514 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2407185.500000 Penalty: 4816.232422
	Iteration 10F: 3 clusters Score -2407186 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2407793.750000 Penalty: 4816.232422
	Iteration 11Q: 3 clusters Score -2407794 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2408328.000000 Penalty: 4816.232422
	Iteration 12Q: 3 clusters Score -2408328 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2408757.000000 Penalty: 4816.232422
	Iteration 13Q: 3 clusters Score -2408757 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2409059.750000 Penalty: 4816.232422
	Iteration 14Q: 3 clusters Score -2409060 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2409289.000000 Penalty: 4816.232422
	Iteration 15Q: 3 clusters Score -2409289 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2409482.250000 Penalty: 4816.232422
	Iteration 16Q: 3 clusters Score -2409482 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2409649.750000 Penalty: 4816.232422
	Iteration 17Q: 3 clusters Score -2409650 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2409803.750000 Penalty: 4816.232422
	Iteration 18Q: 3 clusters Score -2409804 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2409930.500000 Penalty: 4816.232422
	Iteration 19Q: 3 clusters Score -2409930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2410041.000000 Penalty: 4816.232422
	Iteration 20F: 3 clusters Score -2410041 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2410103.000000 Penalty: 4816.232422
	Iteration 21Q: 3 clusters Score -2410103 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2410157.000000 Penalty: 4816.232422
	Iteration 22Q: 3 clusters Score -2410157 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2410188.750000 Penalty: 4816.232422
	Iteration 23Q: 3 clusters Score -2410189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2410218.000000 Penalty: 4816.232422
	Iteration 24Q: 3 clusters Score -2410218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2410244.250000 Penalty: 4816.232422
	Iteration 25Q: 3 clusters Score -2410244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2410254.750000 Penalty: 4816.232422
	Iteration 26Q: 3 clusters Score -2410255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2410275.000000 Penalty: 4816.232422
	Iteration 27Q: 3 clusters Score -2410275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2410276.750000 Penalty: 4816.232422
	Iteration 28Q: 3 clusters Score -2410277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2410279.750000 Penalty: 4816.232422
	Iteration 29Q: 3 clusters Score -2410280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2410274.250000 Penalty: 4816.232422
	Iteration 30Q: 3 clusters Score -2410274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2410275.500000 Penalty: 4816.232422
	Iteration 31Q: 3 clusters Score -2410276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2410276.000000 Penalty: 4816.232422
	Iteration 32Q: 3 clusters Score -2410276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2410277.250000 Penalty: 4816.232422
	Iteration 33Q: 3 clusters Score -2410277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2410279.500000 Penalty: 4816.232422
	Iteration 34Q: 3 clusters Score -2410280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2410278.500000 Penalty: 4816.232422
	Iteration 35Q: 3 clusters Score -2410278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2410284.000000 Penalty: 4816.232422
	Iteration 36Q: 3 clusters Score -2410284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2410284.000000 Penalty: 4816.232422
	Iteration 37F: 3 clusters Score -2410284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -392194.312500 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -392194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -389046.156250 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -389046.2 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -389703.312500 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -389703.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -389885.437500 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -389885.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -390004.562500 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -390004.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -390100.468750 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -390100.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -390185.875000 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -390185.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -390262.375000 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -390262.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -390328.562500 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -390328.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -390383.343750 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -390383.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -390445.906250 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -390445.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -390503.156250 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -390503.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -390551.406250 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -390551.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -390583.625000 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -390583.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -390602.968750 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -390603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -390614.250000 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -390614.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -390624.843750 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -390624.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -390633.718750 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -390633.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -390640.781250 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -390640.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -390646.781250 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -390646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -390654.437500 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -390654.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -390663.281250 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -390663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -390669.218750 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -390669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -390674.906250 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -390674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -390679.843750 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -390679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -390685.312500 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -390685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -390690.656250 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -390690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -390692.562500 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -390692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -390695.562500 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -390695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -390696.406250 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -390696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -390698.187500 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -390698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -390699.437500 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -390699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -390699.437500 Penalty: 3922.924561
	Iteration 31F: 3 clusters Score -390699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Entering Unmasked Estep 
Score: -6687685.500000 Penalty: 2660.253662
	Iteration 0F: 2 clusters Score -6687686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6657017.000000 Penalty: 5320.507324
	Iteration 0F: 3 clusters Score -6657017 nChanged 20803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -6668195.500000 Penalty: 5320.507324
	Iteration 1F: 3 clusters Score -6668196 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -6668896.500000 Penalty: 5320.507324
	Iteration 2Q: 3 clusters Score -6668896 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6669691.000000 Penalty: 5320.507324
	Iteration 3Q: 3 clusters Score -6669691 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -6670724.500000 Penalty: 5320.507324
	Iteration 4Q: 3 clusters Score -6670724 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -6672065.000000 Penalty: 5320.507324
	Iteration 5F: 3 clusters Score -6672065 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -6673730.500000 Penalty: 5320.507324
	Iteration 6F: 3 clusters Score -6673730 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -6675651.000000 Penalty: 5320.507324
	Iteration 7F: 3 clusters Score -6675651 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -6677728.500000 Penalty: 5320.507324
	Iteration 8F: 3 clusters Score -6677728 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -6679560.000000 Penalty: 5320.507324
	Iteration 9F: 3 clusters Score -6679560 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -6680963.500000 Penalty: 5320.507324
	Iteration 10Q: 3 clusters Score -6680964 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -6682018.500000 Penalty: 5320.507324
	Iteration 11Q: 3 clusters Score -6682018 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6682574.500000 Penalty: 5320.507324
	Iteration 12Q: 3 clusters Score -6682574 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -6682939.000000 Penalty: 5320.507324
	Iteration 13Q: 3 clusters Score -6682939 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -6683212.000000 Penalty: 5320.507324
	Iteration 14Q: 3 clusters Score -6683212 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -6683367.500000 Penalty: 5320.507324
	Iteration 15Q: 3 clusters Score -6683368 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -6683488.500000 Penalty: 5320.507324
	Iteration 16Q: 3 clusters Score -6683488 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -6683605.000000 Penalty: 5320.507324
	Iteration 17Q: 3 clusters Score -6683605 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -6683682.000000 Penalty: 5320.507324
	Iteration 18Q: 3 clusters Score -6683682 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -6683769.500000 Penalty: 5320.507324
	Iteration 19Q: 3 clusters Score -6683770 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6683826.000000 Penalty: 5320.507324
	Iteration 20F: 3 clusters Score -6683826 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -6683888.000000 Penalty: 5320.507324
	Iteration 21Q: 3 clusters Score -6683888 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -6683940.000000 Penalty: 5320.507324
	Iteration 22Q: 3 clusters Score -6683940 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -6683977.500000 Penalty: 5320.507324
	Iteration 23Q: 3 clusters Score -6683978 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6684024.500000 Penalty: 5320.507324
	Iteration 24Q: 3 clusters Score -6684024 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -6684074.000000 Penalty: 5320.507324
	Iteration 25Q: 3 clusters Score -6684074 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6684135.500000 Penalty: 5320.507324
	Iteration 26Q: 3 clusters Score -6684136 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -6684168.000000 Penalty: 5320.507324
	Iteration 27Q: 3 clusters Score -6684168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -6684226.500000 Penalty: 5320.507324
	Iteration 28Q: 3 clusters Score -6684226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -6684267.500000 Penalty: 5320.507324
	Iteration 29Q: 3 clusters Score -6684268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -6684317.500000 Penalty: 5320.507324
	Iteration 30Q: 3 clusters Score -6684318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -6684346.500000 Penalty: 5320.507324
	Iteration 31Q: 3 clusters Score -6684346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -6684387.500000 Penalty: 5320.507324
	Iteration 32Q: 3 clusters Score -6684388 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -6684409.000000 Penalty: 5320.507324
	Iteration 33Q: 3 clusters Score -6684409 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -6684479.000000 Penalty: 5320.507324
	Iteration 34Q: 3 clusters Score -6684479 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -6684507.500000 Penalty: 5320.507324
	Iteration 35Q: 3 clusters Score -6684508 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -6684563.500000 Penalty: 5320.507324
	Iteration 36Q: 3 clusters Score -6684564 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -6684607.000000 Penalty: 5320.507324
	Iteration 37Q: 3 clusters Score -6684607 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -6684620.500000 Penalty: 5320.507324
	Iteration 38Q: 3 clusters Score -6684620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -6684693.000000 Penalty: 5320.507324
	Iteration 39Q: 3 clusters Score -6684693 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -6684733.000000 Penalty: 5320.507324
	Iteration 40F: 3 clusters Score -6684733 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -6684772.500000 Penalty: 5320.507324
	Iteration 41Q: 3 clusters Score -6684772 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -6684807.000000 Penalty: 5320.507324
	Iteration 42Q: 3 clusters Score -6684807 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -6684842.000000 Penalty: 5320.507324
	Iteration 43Q: 3 clusters Score -6684842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -6684879.500000 Penalty: 5320.507324
	Iteration 44Q: 3 clusters Score -6684880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6684956.000000 Penalty: 5320.507324
	Iteration 45Q: 3 clusters Score -6684956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -6685010.000000 Penalty: 5320.507324
	Iteration 46Q: 3 clusters Score -6685010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -6685058.500000 Penalty: 5320.507324
	Iteration 47Q: 3 clusters Score -6685058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -6685058.000000 Penalty: 5320.507324
	Iteration 48Q: 3 clusters Score -6685058 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -6685111.000000 Penalty: 5320.507324
	Iteration 49Q: 3 clusters Score -6685111 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -6685127.000000 Penalty: 5320.507324
	Iteration 50Q: 3 clusters Score -6685127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -6685135.000000 Penalty: 5320.507324
	Iteration 51Q: 3 clusters Score -6685135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -6685155.000000 Penalty: 5320.507324
	Iteration 52Q: 3 clusters Score -6685155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -6685168.000000 Penalty: 5320.507324
	Iteration 53Q: 3 clusters Score -6685168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -6685179.500000 Penalty: 5320.507324
	Iteration 54Q: 3 clusters Score -6685180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -6685192.500000 Penalty: 5320.507324
	Iteration 55Q: 3 clusters Score -6685192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -6685217.000000 Penalty: 5320.507324
	Iteration 56Q: 3 clusters Score -6685217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -6685220.500000 Penalty: 5320.507324
	Iteration 57Q: 3 clusters Score -6685220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -6685248.000000 Penalty: 5320.507324
	Iteration 58Q: 3 clusters Score -6685248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -6685282.000000 Penalty: 5320.507324
	Iteration 59Q: 3 clusters Score -6685282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -6685292.000000 Penalty: 5320.507324
	Iteration 60F: 3 clusters Score -6685292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6685303.500000 Penalty: 5320.507324
	Iteration 61Q: 3 clusters Score -6685304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -6685319.000000 Penalty: 5320.507324
	Iteration 62Q: 3 clusters Score -6685319 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -6685335.000000 Penalty: 5320.507324
	Iteration 63Q: 3 clusters Score -6685335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -6685347.000000 Penalty: 5320.507324
	Iteration 64Q: 3 clusters Score -6685347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -6685350.500000 Penalty: 5320.507324
	Iteration 65Q: 3 clusters Score -6685350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6685352.500000 Penalty: 5320.507324
	Iteration 66Q: 3 clusters Score -6685352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -6685365.000000 Penalty: 5320.507324
	Iteration 67Q: 3 clusters Score -6685365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -6685368.000000 Penalty: 5320.507324
	Iteration 68Q: 3 clusters Score -6685368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6685385.000000 Penalty: 5320.507324
	Iteration 69Q: 3 clusters Score -6685385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -6685397.500000 Penalty: 5320.507324
	Iteration 70Q: 3 clusters Score -6685398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -6685406.000000 Penalty: 5320.507324
	Iteration 71Q: 3 clusters Score -6685406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -6685431.500000 Penalty: 5320.507324
	Iteration 72Q: 3 clusters Score -6685432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -6685446.500000 Penalty: 5320.507324
	Iteration 73Q: 3 clusters Score -6685446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -6685449.000000 Penalty: 5320.507324
	Iteration 74Q: 3 clusters Score -6685449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6685469.000000 Penalty: 5320.507324
	Iteration 75Q: 3 clusters Score -6685469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -6685474.500000 Penalty: 5320.507324
	Iteration 76Q: 3 clusters Score -6685474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -6685506.000000 Penalty: 5320.507324
	Iteration 77Q: 3 clusters Score -6685506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -6685510.500000 Penalty: 5320.507324
	Iteration 78Q: 3 clusters Score -6685510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -6685513.500000 Penalty: 5320.507324
	Iteration 79Q: 3 clusters Score -6685514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6685522.500000 Penalty: 5320.507324
	Iteration 80F: 3 clusters Score -6685522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -6685542.000000 Penalty: 5320.507324
	Iteration 81Q: 3 clusters Score -6685542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6685543.500000 Penalty: 5320.507324
	Iteration 82Q: 3 clusters Score -6685544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -6685546.000000 Penalty: 5320.507324
	Iteration 83Q: 3 clusters Score -6685546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6685559.000000 Penalty: 5320.507324
	Iteration 84Q: 3 clusters Score -6685559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -6685557.000000 Penalty: 5320.507324
	Iteration 85Q: 3 clusters Score -6685557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -6685560.000000 Penalty: 5320.507324
	Iteration 86Q: 3 clusters Score -6685560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -6685576.500000 Penalty: 5320.507324
	Iteration 87Q: 3 clusters Score -6685576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -6685576.000000 Penalty: 5320.507324
	Iteration 88Q: 3 clusters Score -6685576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -6685592.500000 Penalty: 5320.507324
	Iteration 89Q: 3 clusters Score -6685592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -6685596.500000 Penalty: 5320.507324
	Iteration 90Q: 3 clusters Score -6685596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -6685601.500000 Penalty: 5320.507324
	Iteration 91Q: 3 clusters Score -6685602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -6685610.500000 Penalty: 5320.507324
	Iteration 92Q: 3 clusters Score -6685610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -6685616.000000 Penalty: 5320.507324
	Iteration 93Q: 3 clusters Score -6685616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -6685616.000000 Penalty: 5320.507324
	Iteration 94Q: 3 clusters Score -6685616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -6685627.500000 Penalty: 5320.507324
	Iteration 95Q: 3 clusters Score -6685628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -6685629.500000 Penalty: 5320.507324
	Iteration 96Q: 3 clusters Score -6685630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -6685637.500000 Penalty: 5320.507324
	Iteration 97Q: 3 clusters Score -6685638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -6685638.500000 Penalty: 5320.507324
	Iteration 98Q: 3 clusters Score -6685638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -6685645.000000 Penalty: 5320.507324
	Iteration 99Q: 3 clusters Score -6685645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -6685658.000000 Penalty: 5320.507324
	Iteration 100F: 3 clusters Score -6685658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -6685661.000000 Penalty: 5320.507324
	Iteration 101Q: 3 clusters Score -6685661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -6685668.000000 Penalty: 5320.507324
	Iteration 102Q: 3 clusters Score -6685668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -6685664.000000 Penalty: 5320.507324
	Iteration 103Q: 3 clusters Score -6685664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -6685671.500000 Penalty: 5320.507324
	Iteration 104Q: 3 clusters Score -6685672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -6685669.500000 Penalty: 5320.507324
	Iteration 105Q: 3 clusters Score -6685670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -6685666.500000 Penalty: 5320.507324
	Iteration 106Q: 3 clusters Score -6685666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -6685672.000000 Penalty: 5320.507324
	Iteration 107Q: 3 clusters Score -6685672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -6685676.000000 Penalty: 5320.507324
	Iteration 108Q: 3 clusters Score -6685676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -6685671.000000 Penalty: 5320.507324
	Iteration 109Q: 3 clusters Score -6685671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -6685670.000000 Penalty: 5320.507324
	Iteration 110Q: 3 clusters Score -6685670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -6685673.500000 Penalty: 5320.507324
	Iteration 111Q: 3 clusters Score -6685674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -6685668.500000 Penalty: 5320.507324
	Iteration 112Q: 3 clusters Score -6685668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -6685682.500000 Penalty: 5320.507324
	Iteration 113Q: 3 clusters Score -6685682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -6685699.500000 Penalty: 5320.507324
	Iteration 114Q: 3 clusters Score -6685700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -6685694.000000 Penalty: 5320.507324
	Iteration 115Q: 3 clusters Score -6685694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -6685697.000000 Penalty: 5320.507324
	Iteration 116Q: 3 clusters Score -6685697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -6685692.500000 Penalty: 5320.507324
	Iteration 117Q: 3 clusters Score -6685692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6685686.000000 Penalty: 5320.507324
	Iteration 118Q: 3 clusters Score -6685686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -6685686.500000 Penalty: 5320.507324
	Iteration 119Q: 3 clusters Score -6685686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -6685684.000000 Penalty: 5320.507324
	Iteration 120F: 3 clusters Score -6685684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -6685692.500000 Penalty: 5320.507324
	Iteration 121Q: 3 clusters Score -6685692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6685695.000000 Penalty: 5320.507324
	Iteration 122Q: 3 clusters Score -6685695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -6685697.500000 Penalty: 5320.507324
	Iteration 123Q: 3 clusters Score -6685698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6685698.500000 Penalty: 5320.507324
	Iteration 124Q: 3 clusters Score -6685698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -6685699.500000 Penalty: 5320.507324
	Iteration 125Q: 3 clusters Score -6685700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -6685699.500000 Penalty: 5320.507324
	Iteration 126F: 3 clusters Score -6685700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -211973.218750 Penalty: 1861.225586
	Iteration 0F: 2 clusters Score -211973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209499.031250 Penalty: 3722.451172
	Iteration 0F: 3 clusters Score -209499 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209988.984375 Penalty: 3722.451172
	Iteration 1F: 3 clusters Score -209989 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210123.140625 Penalty: 3722.451172
	Iteration 2F: 3 clusters Score -210123.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210223.328125 Penalty: 3722.451172
	Iteration 3F: 3 clusters Score -210223.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -210343.875000 Penalty: 3722.451172
	Iteration 4Q: 3 clusters Score -210343.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -210469.296875 Penalty: 3722.451172
	Iteration 5Q: 3 clusters Score -210469.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210572.250000 Penalty: 3722.451172
	Iteration 6Q: 3 clusters Score -210572.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210630.156250 Penalty: 3722.451172
	Iteration 7Q: 3 clusters Score -210630.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -210698.828125 Penalty: 3722.451172
	Iteration 8Q: 3 clusters Score -210698.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -210752.265625 Penalty: 3722.451172
	Iteration 9Q: 3 clusters Score -210752.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -210788.906250 Penalty: 3722.451172
	Iteration 10Q: 3 clusters Score -210788.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -210815.406250 Penalty: 3722.451172
	Iteration 11Q: 3 clusters Score -210815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -210838.953125 Penalty: 3722.451172
	Iteration 12Q: 3 clusters Score -210839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -210852.484375 Penalty: 3722.451172
	Iteration 13Q: 3 clusters Score -210852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -210858.921875 Penalty: 3722.451172
	Iteration 14Q: 3 clusters Score -210858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -210864.593750 Penalty: 3722.451172
	Iteration 15Q: 3 clusters Score -210864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210866.781250 Penalty: 3722.451172
	Iteration 16Q: 3 clusters Score -210866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210868.359375 Penalty: 3722.451172
	Iteration 17Q: 3 clusters Score -210868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -210871.140625 Penalty: 3722.451172
	Iteration 18Q: 3 clusters Score -210871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -210875.640625 Penalty: 3722.451172
	Iteration 19Q: 3 clusters Score -210875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -210883.234375 Penalty: 3722.451172
	Iteration 20F: 3 clusters Score -210883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -210891.578125 Penalty: 3722.451172
	Iteration 21Q: 3 clusters Score -210891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210895.343750 Penalty: 3722.451172
	Iteration 22Q: 3 clusters Score -210895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210896.593750 Penalty: 3722.451172
	Iteration 23Q: 3 clusters Score -210896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210896.593750 Penalty: 3722.451172
	Iteration 24F: 3 clusters Score -210896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (217280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217280 members 
Entering Unmasked Estep 
Score: -32431582.000000 Penalty: 3047.657715
	Iteration 0F: 2 clusters Score -3.243158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -32293814.000000 Penalty: 6095.315430
	Iteration 0F: 3 clusters Score -3.229381e+07 nChanged 104681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 110793 members 
Entering Unmasked Estep 
Score: -32355224.000000 Penalty: 6095.315430
	Iteration 1F: 3 clusters Score -3.235522e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105349 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -32356274.000000 Penalty: 6095.315430
	Iteration 2Q: 3 clusters Score -3.235627e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -32357252.000000 Penalty: 6095.315430
	Iteration 3Q: 3 clusters Score -3.235725e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -32358576.000000 Penalty: 6095.315430
	Iteration 4Q: 3 clusters Score -3.235858e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -32361056.000000 Penalty: 6095.315430
	Iteration 5Q: 3 clusters Score -3.236106e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -32364468.000000 Penalty: 6095.315430
	Iteration 6Q: 3 clusters Score -3.236447e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -32370230.000000 Penalty: 6095.315430
	Iteration 7F: 3 clusters Score -3.237023e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -32378774.000000 Penalty: 6095.315430
	Iteration 8F: 3 clusters Score -3.237877e+07 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -32390330.000000 Penalty: 6095.315430
	Iteration 9F: 3 clusters Score -3.239033e+07 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 177883 members 
Entering Unmasked Estep 
Score: -32402416.000000 Penalty: 6095.315430
	Iteration 10F: 3 clusters Score -3.240242e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 189673 members 
Entering Unmasked Estep 
Score: -32412622.000000 Penalty: 6095.315430
	Iteration 11F: 3 clusters Score -3.241262e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 198296 members 
Entering Unmasked Estep 
Score: -32419148.000000 Penalty: 6095.315430
	Iteration 12Q: 3 clusters Score -3.241915e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 204372 members 
Entering Unmasked Estep 
Score: -32423102.000000 Penalty: 6095.315430
	Iteration 13Q: 3 clusters Score -3.24231e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 208533 members 
Entering Unmasked Estep 
Score: -32425624.000000 Penalty: 6095.315430
	Iteration 14Q: 3 clusters Score -3.242562e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 211339 members 
Entering Unmasked Estep 
Score: -32426956.000000 Penalty: 6095.315430
	Iteration 15Q: 3 clusters Score -3.242696e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 213221 members 
Entering Unmasked Estep 
Score: -32427828.000000 Penalty: 6095.315430
	Iteration 16Q: 3 clusters Score -3.242783e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 214433 members 
Entering Unmasked Estep 
Score: -32428368.000000 Penalty: 6095.315430
	Iteration 17Q: 3 clusters Score -3.242837e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 215182 members 
Entering Unmasked Estep 
Score: -32428624.000000 Penalty: 6095.315430
	Iteration 18Q: 3 clusters Score -3.242862e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 215682 members 
Entering Unmasked Estep 
Score: -32428794.000000 Penalty: 6095.315430
	Iteration 19Q: 3 clusters Score -3.242879e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 215973 members 
Entering Unmasked Estep 
Score: -32428892.000000 Penalty: 6095.315430
	Iteration 20F: 3 clusters Score -3.242889e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 216163 members 
Entering Unmasked Estep 
Score: -32428940.000000 Penalty: 6095.315430
	Iteration 21Q: 3 clusters Score -3.242894e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 216300 members 
Entering Unmasked Estep 
Score: -32428982.000000 Penalty: 6095.315430
	Iteration 22Q: 3 clusters Score -3.242898e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 216386 members 
Entering Unmasked Estep 
Score: -32429024.000000 Penalty: 6095.315430
	Iteration 23Q: 3 clusters Score -3.242902e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 216440 members 
Entering Unmasked Estep 
Score: -32429028.000000 Penalty: 6095.315430
	Iteration 24Q: 3 clusters Score -3.242903e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 216484 members 
Entering Unmasked Estep 
Score: -32429078.000000 Penalty: 6095.315430
	Iteration 25Q: 3 clusters Score -3.242908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 216516 members 
Entering Unmasked Estep 
Score: -32429062.000000 Penalty: 6095.315430
	Iteration 26Q: 3 clusters Score -3.242906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 216543 members 
Entering Unmasked Estep 
Score: -32429062.000000 Penalty: 6095.315430
	Iteration 27Q: 3 clusters Score -3.242906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 216558 members 
Entering Unmasked Estep 
Score: -32429052.000000 Penalty: 6095.315430
	Iteration 28Q: 3 clusters Score -3.242905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 216569 members 
Entering Unmasked Estep 
Score: -32429056.000000 Penalty: 6095.315430
	Iteration 29Q: 3 clusters Score -3.242906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 216578 members 
Entering Unmasked Estep 
Score: -32429048.000000 Penalty: 6095.315430
	Iteration 30Q: 3 clusters Score -3.242905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 216584 members 
Entering Unmasked Estep 
Score: -32429060.000000 Penalty: 6095.315430
	Iteration 31Q: 3 clusters Score -3.242906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 216593 members 
Entering Unmasked Estep 
Score: -32429062.000000 Penalty: 6095.315430
	Iteration 32Q: 3 clusters Score -3.242906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 216599 members 
Entering Unmasked Estep 
Score: -32429068.000000 Penalty: 6095.315430
	Iteration 33Q: 3 clusters Score -3.242907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 216601 members 
Entering Unmasked Estep 
Score: -32429078.000000 Penalty: 6095.315430
	Iteration 34Q: 3 clusters Score -3.242908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 216602 members 
Entering Unmasked Estep 
Score: -32429068.000000 Penalty: 6095.315430
	Iteration 35Q: 3 clusters Score -3.242907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 216609 members 
Entering Unmasked Estep 
Score: -32429088.000000 Penalty: 6095.315430
	Iteration 36Q: 3 clusters Score -3.242909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 216617 members 
Entering Unmasked Estep 
Score: -32429108.000000 Penalty: 6095.315430
	Iteration 37Q: 3 clusters Score -3.242911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 216624 members 
Entering Unmasked Estep 
Score: -32429098.000000 Penalty: 6095.315430
	Iteration 38Q: 3 clusters Score -3.24291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 216631 members 
Entering Unmasked Estep 
Score: -32429120.000000 Penalty: 6095.315430
	Iteration 39Q: 3 clusters Score -3.242912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 216634 members 
Entering Unmasked Estep 
Score: -32429124.000000 Penalty: 6095.315430
	Iteration 40F: 3 clusters Score -3.242912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 216635 members 
Entering Unmasked Estep 
Score: -32429114.000000 Penalty: 6095.315430
	Iteration 41Q: 3 clusters Score -3.242911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 216636 members 
Entering Unmasked Estep 
Score: -32429110.000000 Penalty: 6095.315430
	Iteration 42Q: 3 clusters Score -3.242911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 216639 members 
Entering Unmasked Estep 
Score: -32429110.000000 Penalty: 6095.315430
	Iteration 43Q: 3 clusters Score -3.242911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 216641 members 
Entering Unmasked Estep 
Score: -32429104.000000 Penalty: 6095.315430
	Iteration 44Q: 3 clusters Score -3.24291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 216641 members 
Entering Unmasked Estep 
Score: -32429104.000000 Penalty: 6095.315430
	Iteration 45F: 3 clusters Score -3.24291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (63197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Entering Unmasked Estep 
Score: -9338988.000000 Penalty: 2741.395020
	Iteration 0F: 2 clusters Score -9338988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9296399.000000 Penalty: 5482.790039
	Iteration 0F: 3 clusters Score -9296399 nChanged 29584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -9313051.000000 Penalty: 5482.790039
	Iteration 1F: 3 clusters Score -9313051 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -9313707.000000 Penalty: 5482.790039
	Iteration 2Q: 3 clusters Score -9313707 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -9314623.000000 Penalty: 5482.790039
	Iteration 3Q: 3 clusters Score -9314623 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -9315769.000000 Penalty: 5482.790039
	Iteration 4Q: 3 clusters Score -9315769 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -9317350.000000 Penalty: 5482.790039
	Iteration 5F: 3 clusters Score -9317350 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -9319569.000000 Penalty: 5482.790039
	Iteration 6F: 3 clusters Score -9319569 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -9322144.000000 Penalty: 5482.790039
	Iteration 7F: 3 clusters Score -9322144 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -9325178.000000 Penalty: 5482.790039
	Iteration 8F: 3 clusters Score -9325178 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -9328605.000000 Penalty: 5482.790039
	Iteration 9F: 3 clusters Score -9328605 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -9331631.000000 Penalty: 5482.790039
	Iteration 10F: 3 clusters Score -9331631 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -9333718.000000 Penalty: 5482.790039
	Iteration 11Q: 3 clusters Score -9333718 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -9335015.000000 Penalty: 5482.790039
	Iteration 12Q: 3 clusters Score -9335015 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -9335753.000000 Penalty: 5482.790039
	Iteration 13Q: 3 clusters Score -9335753 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -9336117.000000 Penalty: 5482.790039
	Iteration 14Q: 3 clusters Score -9336117 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -9336312.000000 Penalty: 5482.790039
	Iteration 15Q: 3 clusters Score -9336312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -9336422.000000 Penalty: 5482.790039
	Iteration 16Q: 3 clusters Score -9336422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -9336479.000000 Penalty: 5482.790039
	Iteration 17Q: 3 clusters Score -9336479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -9336538.000000 Penalty: 5482.790039
	Iteration 18Q: 3 clusters Score -9336538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -9336569.000000 Penalty: 5482.790039
	Iteration 19Q: 3 clusters Score -9336569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -9336588.000000 Penalty: 5482.790039
	Iteration 20F: 3 clusters Score -9336588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -9336585.000000 Penalty: 5482.790039
	Iteration 21Q: 3 clusters Score -9336585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -9336593.000000 Penalty: 5482.790039
	Iteration 22Q: 3 clusters Score -9336593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -9336614.000000 Penalty: 5482.790039
	Iteration 23Q: 3 clusters Score -9336614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -9336612.000000 Penalty: 5482.790039
	Iteration 24Q: 3 clusters Score -9336612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -9336614.000000 Penalty: 5482.790039
	Iteration 25Q: 3 clusters Score -9336614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -9336620.000000 Penalty: 5482.790039
	Iteration 26Q: 3 clusters Score -9336620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -9336618.000000 Penalty: 5482.790039
	Iteration 27Q: 3 clusters Score -9336618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -9336620.000000 Penalty: 5482.790039
	Iteration 28Q: 3 clusters Score -9336620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -9336619.000000 Penalty: 5482.790039
	Iteration 29Q: 3 clusters Score -9336619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -9336627.000000 Penalty: 5482.790039
	Iteration 30Q: 3 clusters Score -9336627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -9336629.000000 Penalty: 5482.790039
	Iteration 31Q: 3 clusters Score -9336629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -9336629.000000 Penalty: 5482.790039
	Iteration 32F: 3 clusters Score -9336629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -538774.312500 Penalty: 2035.570801
	Iteration 0F: 2 clusters Score -538774.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -535150.187500 Penalty: 4071.141602
	Iteration 0F: 3 clusters Score -535150.2 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -536089.875000 Penalty: 4071.141602
	Iteration 1F: 3 clusters Score -536089.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -536461.312500 Penalty: 4071.141602
	Iteration 2F: 3 clusters Score -536461.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -536790.687500 Penalty: 4071.141602
	Iteration 3F: 3 clusters Score -536790.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -537028.875000 Penalty: 4071.141602
	Iteration 4F: 3 clusters Score -537028.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -537190.125000 Penalty: 4071.141602
	Iteration 5F: 3 clusters Score -537190.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -537316.375000 Penalty: 4071.141602
	Iteration 6Q: 3 clusters Score -537316.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -537439.875000 Penalty: 4071.141602
	Iteration 7Q: 3 clusters Score -537439.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -537535.687500 Penalty: 4071.141602
	Iteration 8Q: 3 clusters Score -537535.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -537606.187500 Penalty: 4071.141602
	Iteration 9Q: 3 clusters Score -537606.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -537659.562500 Penalty: 4071.141602
	Iteration 10Q: 3 clusters Score -537659.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -537699.750000 Penalty: 4071.141602
	Iteration 11Q: 3 clusters Score -537699.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -537738.750000 Penalty: 4071.141602
	Iteration 12Q: 3 clusters Score -537738.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -537763.125000 Penalty: 4071.141602
	Iteration 13Q: 3 clusters Score -537763.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -537777.750000 Penalty: 4071.141602
	Iteration 14Q: 3 clusters Score -537777.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -537788.875000 Penalty: 4071.141602
	Iteration 15Q: 3 clusters Score -537788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -537794.562500 Penalty: 4071.141602
	Iteration 16Q: 3 clusters Score -537794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -537799.312500 Penalty: 4071.141602
	Iteration 17Q: 3 clusters Score -537799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -537803.062500 Penalty: 4071.141602
	Iteration 18Q: 3 clusters Score -537803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -537804.125000 Penalty: 4071.141602
	Iteration 19Q: 3 clusters Score -537804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -537805.312500 Penalty: 4071.141602
	Iteration 20F: 3 clusters Score -537805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -537806.750000 Penalty: 4071.141602
	Iteration 21Q: 3 clusters Score -537806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -537807.500000 Penalty: 4071.141602
	Iteration 22Q: 3 clusters Score -537807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -537809.250000 Penalty: 4071.141602
	Iteration 23Q: 3 clusters Score -537809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -537810.937500 Penalty: 4071.141602
	Iteration 24Q: 3 clusters Score -537810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -537810.937500 Penalty: 4071.141602
	Iteration 25F: 3 clusters Score -537810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -860150.187500 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -860150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -854921.250000 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -854921.2 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -856320.937500 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -856320.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -856591.500000 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -856591.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -856811.687500 Penalty: 4332.820312
	Iteration 3F: 3 clusters Score -856811.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -856974.687500 Penalty: 4332.820312
	Iteration 4Q: 3 clusters Score -856974.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -857125.312500 Penalty: 4332.820312
	Iteration 5Q: 3 clusters Score -857125.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -857269.000000 Penalty: 4332.820312
	Iteration 6Q: 3 clusters Score -857269 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -857415.437500 Penalty: 4332.820312
	Iteration 7Q: 3 clusters Score -857415.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -857561.812500 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -857561.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -857717.312500 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -857717.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -857886.187500 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -857886.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -858046.562500 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -858046.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -858216.687500 Penalty: 4332.820312
	Iteration 12Q: 3 clusters Score -858216.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -858354.125000 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -858354.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -858491.500000 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -858491.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -858579.750000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -858579.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -858634.687500 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -858634.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -858670.312500 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -858670.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -858691.500000 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -858691.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -858710.062500 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -858710.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -858720.375000 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -858720.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -858733.437500 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -858733.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -858751.687500 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -858751.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -858770.500000 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -858770.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -858784.375000 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -858784.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -858791.500000 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -858791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -858797.062500 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -858797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -858798.687500 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -858798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -858799.562500 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -858799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -858799.937500 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -858799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -858802.937500 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -858802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -858802.937500 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -858802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -858802.250000 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -858802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -858804.312500 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -858804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -858804.312500 Penalty: 4332.820312
	Iteration 34F: 3 clusters Score -858804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -1221330.875000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -1221331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1214632.250000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -1214632 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1216482.250000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -1216482 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1216839.875000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -1216840 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1217214.500000 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -1217214 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1217893.375000 Penalty: 4483.912109
	Iteration 4F: 3 clusters Score -1217893 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1219171.250000 Penalty: 4483.912109
	Iteration 5F: 3 clusters Score -1219171 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1221412.000000 Penalty: 4483.912109
	Iteration 6F: 3 clusters Score -1221412 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1223326.750000 Penalty: 4483.912109
	Iteration 7F: 3 clusters Score -1223327 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1224102.750000 Penalty: 4483.912109
	Iteration 8F: 3 clusters Score -1224103 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1224318.250000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -1224318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1224380.125000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -1224380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1224402.625000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -1224403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1224410.500000 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -1224410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1224416.500000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -1224416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1224415.875000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -1224416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1224418.000000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -1224418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1224417.875000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -1224418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1224418.750000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -1224419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1224421.875000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -1224422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1224422.750000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -1224423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1224425.125000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -1224425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 45562 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217280 members 
Mstep: Class 14 contains 63197 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 6143 members 
Mstep: Class 18 contains 101570 members 
Mstep: Class 19 contains 24616 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43133 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31691 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 608 members 
Mstep: Class 34 contains 2292 members 
Entering Unmasked Estep 
Score: -95473920.000000 Penalty: 113006.234375
Splitting cluster 17 changes total score from -95470368.000000 to -95473920.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (101570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Entering Unmasked Estep 
Score: -15184813.000000 Penalty: 2859.068848
	Iteration 0F: 2 clusters Score -1.518481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -15117495.000000 Penalty: 5718.137695
	Iteration 0F: 3 clusters Score -1.51175e+07 nChanged 48024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -15144979.000000 Penalty: 5718.137695
	Iteration 1F: 3 clusters Score -1.514498e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -15145953.000000 Penalty: 5718.137695
	Iteration 2Q: 3 clusters Score -1.514595e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -15147014.000000 Penalty: 5718.137695
	Iteration 3Q: 3 clusters Score -1.514701e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -15148310.000000 Penalty: 5718.137695
	Iteration 4Q: 3 clusters Score -1.514831e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -15149879.000000 Penalty: 5718.137695
	Iteration 5Q: 3 clusters Score -1.514988e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -15151766.000000 Penalty: 5718.137695
	Iteration 6Q: 3 clusters Score -1.515177e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -15154092.000000 Penalty: 5718.137695
	Iteration 7Q: 3 clusters Score -1.515409e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -15157293.000000 Penalty: 5718.137695
	Iteration 8F: 3 clusters Score -1.515729e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -15161341.000000 Penalty: 5718.137695
	Iteration 9F: 3 clusters Score -1.516134e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -15165463.000000 Penalty: 5718.137695
	Iteration 10F: 3 clusters Score -1.516546e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -15169018.000000 Penalty: 5718.137695
	Iteration 11Q: 3 clusters Score -1.516902e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -15171203.000000 Penalty: 5718.137695
	Iteration 12Q: 3 clusters Score -1.51712e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -15172489.000000 Penalty: 5718.137695
	Iteration 13Q: 3 clusters Score -1.517249e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -15173374.000000 Penalty: 5718.137695
	Iteration 14Q: 3 clusters Score -1.517337e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -15174012.000000 Penalty: 5718.137695
	Iteration 15Q: 3 clusters Score -1.517401e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -15174637.000000 Penalty: 5718.137695
	Iteration 16Q: 3 clusters Score -1.517464e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -15175271.000000 Penalty: 5718.137695
	Iteration 17Q: 3 clusters Score -1.517527e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 85767 members 
Entering Unmasked Estep 
Score: -15175865.000000 Penalty: 5718.137695
	Iteration 18Q: 3 clusters Score -1.517586e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -15176346.000000 Penalty: 5718.137695
	Iteration 19Q: 3 clusters Score -1.517635e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -15176870.000000 Penalty: 5718.137695
	Iteration 20F: 3 clusters Score -1.517687e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -15177402.000000 Penalty: 5718.137695
	Iteration 21Q: 3 clusters Score -1.51774e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -15177958.000000 Penalty: 5718.137695
	Iteration 22Q: 3 clusters Score -1.517796e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -15178437.000000 Penalty: 5718.137695
	Iteration 23Q: 3 clusters Score -1.517844e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -15178925.000000 Penalty: 5718.137695
	Iteration 24Q: 3 clusters Score -1.517892e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -15179318.000000 Penalty: 5718.137695
	Iteration 25Q: 3 clusters Score -1.517932e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -15179770.000000 Penalty: 5718.137695
	Iteration 26Q: 3 clusters Score -1.517977e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -15180147.000000 Penalty: 5718.137695
	Iteration 27Q: 3 clusters Score -1.518015e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -15180492.000000 Penalty: 5718.137695
	Iteration 28Q: 3 clusters Score -1.518049e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -15180866.000000 Penalty: 5718.137695
	Iteration 29Q: 3 clusters Score -1.518087e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -15181093.000000 Penalty: 5718.137695
	Iteration 30Q: 3 clusters Score -1.518109e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -15181304.000000 Penalty: 5718.137695
	Iteration 31Q: 3 clusters Score -1.51813e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -15181531.000000 Penalty: 5718.137695
	Iteration 32Q: 3 clusters Score -1.518153e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -15181771.000000 Penalty: 5718.137695
	Iteration 33Q: 3 clusters Score -1.518177e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -15181951.000000 Penalty: 5718.137695
	Iteration 34Q: 3 clusters Score -1.518195e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -15182015.000000 Penalty: 5718.137695
	Iteration 35Q: 3 clusters Score -1.518202e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -15182087.000000 Penalty: 5718.137695
	Iteration 36Q: 3 clusters Score -1.518209e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -15182144.000000 Penalty: 5718.137695
	Iteration 37Q: 3 clusters Score -1.518214e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -15182199.000000 Penalty: 5718.137695
	Iteration 38Q: 3 clusters Score -1.51822e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -15182258.000000 Penalty: 5718.137695
	Iteration 39Q: 3 clusters Score -1.518226e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -15182286.000000 Penalty: 5718.137695
	Iteration 40F: 3 clusters Score -1.518229e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -15182322.000000 Penalty: 5718.137695
	Iteration 41Q: 3 clusters Score -1.518232e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 99913 members 
Entering Unmasked Estep 
Score: -15182308.000000 Penalty: 5718.137695
	Iteration 42Q: 3 clusters Score -1.518231e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -15182319.000000 Penalty: 5718.137695
	Iteration 43Q: 3 clusters Score -1.518232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -15182315.000000 Penalty: 5718.137695
	Iteration 44Q: 3 clusters Score -1.518232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -15182318.000000 Penalty: 5718.137695
	Iteration 45Q: 3 clusters Score -1.518232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -15182307.000000 Penalty: 5718.137695
	Iteration 46Q: 3 clusters Score -1.518231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -15182327.000000 Penalty: 5718.137695
	Iteration 47Q: 3 clusters Score -1.518233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -15182331.000000 Penalty: 5718.137695
	Iteration 48Q: 3 clusters Score -1.518233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -15182355.000000 Penalty: 5718.137695
	Iteration 49Q: 3 clusters Score -1.518236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -15182365.000000 Penalty: 5718.137695
	Iteration 50Q: 3 clusters Score -1.518236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -15182378.000000 Penalty: 5718.137695
	Iteration 51Q: 3 clusters Score -1.518238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -15182361.000000 Penalty: 5718.137695
	Iteration 52Q: 3 clusters Score -1.518236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -15182373.000000 Penalty: 5718.137695
	Iteration 53Q: 3 clusters Score -1.518237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -15182380.000000 Penalty: 5718.137695
	Iteration 54Q: 3 clusters Score -1.518238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -15182381.000000 Penalty: 5718.137695
	Iteration 55Q: 3 clusters Score -1.518238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -15182393.000000 Penalty: 5718.137695
	Iteration 56Q: 3 clusters Score -1.518239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -15182383.000000 Penalty: 5718.137695
	Iteration 57Q: 3 clusters Score -1.518238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -15182386.000000 Penalty: 5718.137695
	Iteration 58Q: 3 clusters Score -1.518239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -15182394.000000 Penalty: 5718.137695
	Iteration 59Q: 3 clusters Score -1.518239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -15182406.000000 Penalty: 5718.137695
	Iteration 60F: 3 clusters Score -1.518241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 100232 members 
Entering Unmasked Estep 
Score: -15182394.000000 Penalty: 5718.137695
	Iteration 61Q: 3 clusters Score -1.518239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 100235 members 
Entering Unmasked Estep 
Score: -15182401.000000 Penalty: 5718.137695
	Iteration 62Q: 3 clusters Score -1.51824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -15182408.000000 Penalty: 5718.137695
	Iteration 63Q: 3 clusters Score -1.518241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
Score: -15182410.000000 Penalty: 5718.137695
	Iteration 64Q: 3 clusters Score -1.518241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -15182408.000000 Penalty: 5718.137695
	Iteration 65Q: 3 clusters Score -1.518241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -15182401.000000 Penalty: 5718.137695
	Iteration 66Q: 3 clusters Score -1.51824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100259 members 
Entering Unmasked Estep 
Score: -15182394.000000 Penalty: 5718.137695
	Iteration 67Q: 3 clusters Score -1.518239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -15182403.000000 Penalty: 5718.137695
	Iteration 68Q: 3 clusters Score -1.51824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -15182405.000000 Penalty: 5718.137695
	Iteration 69Q: 3 clusters Score -1.51824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -15182400.000000 Penalty: 5718.137695
	Iteration 70Q: 3 clusters Score -1.51824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -15182397.000000 Penalty: 5718.137695
	Iteration 71Q: 3 clusters Score -1.51824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100259 members 
Entering Unmasked Estep 
Score: -15182394.000000 Penalty: 5718.137695
	Iteration 72Q: 3 clusters Score -1.518239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -15182401.000000 Penalty: 5718.137695
	Iteration 73Q: 3 clusters Score -1.51824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -15182398.000000 Penalty: 5718.137695
	Iteration 74Q: 3 clusters Score -1.51824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -15182400.000000 Penalty: 5718.137695
	Iteration 75Q: 3 clusters Score -1.51824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
Score: -15182414.000000 Penalty: 5718.137695
	Iteration 76Q: 3 clusters Score -1.518241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -15182409.000000 Penalty: 5718.137695
	Iteration 77Q: 3 clusters Score -1.518241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -15182405.000000 Penalty: 5718.137695
	Iteration 78Q: 3 clusters Score -1.51824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -15182405.000000 Penalty: 5718.137695
	Iteration 79Q: 3 clusters Score -1.51824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -15182407.000000 Penalty: 5718.137695
	Iteration 80F: 3 clusters Score -1.518241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -15182416.000000 Penalty: 5718.137695
	Iteration 81Q: 3 clusters Score -1.518242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -15182426.000000 Penalty: 5718.137695
	Iteration 82Q: 3 clusters Score -1.518243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -15182437.000000 Penalty: 5718.137695
	Iteration 83Q: 3 clusters Score -1.518244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -15182427.000000 Penalty: 5718.137695
	Iteration 84Q: 3 clusters Score -1.518243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -15182436.000000 Penalty: 5718.137695
	Iteration 85Q: 3 clusters Score -1.518244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -15182433.000000 Penalty: 5718.137695
	Iteration 86Q: 3 clusters Score -1.518243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -15182434.000000 Penalty: 5718.137695
	Iteration 87Q: 3 clusters Score -1.518243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -15182429.000000 Penalty: 5718.137695
	Iteration 88Q: 3 clusters Score -1.518243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -15182430.000000 Penalty: 5718.137695
	Iteration 89Q: 3 clusters Score -1.518243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -15182430.000000 Penalty: 5718.137695
	Iteration 90F: 3 clusters Score -1.518243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Entering Unmasked Estep 
Score: -3392418.000000 Penalty: 2507.565674
	Iteration 0F: 2 clusters Score -3392418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3375359.000000 Penalty: 5015.131348
	Iteration 0F: 3 clusters Score -3375359 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3381444.500000 Penalty: 5015.131348
	Iteration 1F: 3 clusters Score -3381444 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3381908.250000 Penalty: 5015.131348
	Iteration 2F: 3 clusters Score -3381908 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3382347.750000 Penalty: 5015.131348
	Iteration 3Q: 3 clusters Score -3382348 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3382866.000000 Penalty: 5015.131348
	Iteration 4Q: 3 clusters Score -3382866 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3383567.000000 Penalty: 5015.131348
	Iteration 5Q: 3 clusters Score -3383567 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3384488.000000 Penalty: 5015.131348
	Iteration 6F: 3 clusters Score -3384488 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3385639.000000 Penalty: 5015.131348
	Iteration 7F: 3 clusters Score -3385639 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3386811.000000 Penalty: 5015.131348
	Iteration 8F: 3 clusters Score -3386811 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3387833.000000 Penalty: 5015.131348
	Iteration 9F: 3 clusters Score -3387833 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3388603.250000 Penalty: 5015.131348
	Iteration 10Q: 3 clusters Score -3388603 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3389172.250000 Penalty: 5015.131348
	Iteration 11Q: 3 clusters Score -3389172 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3389520.500000 Penalty: 5015.131348
	Iteration 12Q: 3 clusters Score -3389520 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3389804.750000 Penalty: 5015.131348
	Iteration 13Q: 3 clusters Score -3389805 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3389984.000000 Penalty: 5015.131348
	Iteration 14Q: 3 clusters Score -3389984 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3390085.250000 Penalty: 5015.131348
	Iteration 15Q: 3 clusters Score -3390085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3390154.500000 Penalty: 5015.131348
	Iteration 16Q: 3 clusters Score -3390154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3390196.250000 Penalty: 5015.131348
	Iteration 17Q: 3 clusters Score -3390196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3390224.500000 Penalty: 5015.131348
	Iteration 18Q: 3 clusters Score -3390224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3390254.000000 Penalty: 5015.131348
	Iteration 19Q: 3 clusters Score -3390254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3390276.000000 Penalty: 5015.131348
	Iteration 20F: 3 clusters Score -3390276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3390295.750000 Penalty: 5015.131348
	Iteration 21Q: 3 clusters Score -3390296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3390311.000000 Penalty: 5015.131348
	Iteration 22Q: 3 clusters Score -3390311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3390325.500000 Penalty: 5015.131348
	Iteration 23Q: 3 clusters Score -3390326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3390337.250000 Penalty: 5015.131348
	Iteration 24Q: 3 clusters Score -3390337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3390350.000000 Penalty: 5015.131348
	Iteration 25Q: 3 clusters Score -3390350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3390353.000000 Penalty: 5015.131348
	Iteration 26Q: 3 clusters Score -3390353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3390358.250000 Penalty: 5015.131348
	Iteration 27Q: 3 clusters Score -3390358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3390359.750000 Penalty: 5015.131348
	Iteration 28Q: 3 clusters Score -3390360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3390358.750000 Penalty: 5015.131348
	Iteration 29Q: 3 clusters Score -3390359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3390362.000000 Penalty: 5015.131348
	Iteration 30Q: 3 clusters Score -3390362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3390368.000000 Penalty: 5015.131348
	Iteration 31Q: 3 clusters Score -3390368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3390369.500000 Penalty: 5015.131348
	Iteration 32Q: 3 clusters Score -3390370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3390367.000000 Penalty: 5015.131348
	Iteration 33Q: 3 clusters Score -3390367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3390369.000000 Penalty: 5015.131348
	Iteration 34Q: 3 clusters Score -3390369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3390369.500000 Penalty: 5015.131348
	Iteration 35Q: 3 clusters Score -3390370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3390369.500000 Penalty: 5015.131348
	Iteration 36F: 3 clusters Score -3390370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -702075.812500 Penalty: 2112.065430
	Iteration 0F: 2 clusters Score -702075.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -697554.125000 Penalty: 4224.130859
	Iteration 0F: 3 clusters Score -697554.1 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -698601.500000 Penalty: 4224.130859
	Iteration 1F: 3 clusters Score -698601.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -698836.375000 Penalty: 4224.130859
	Iteration 2F: 3 clusters Score -698836.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -698991.937500 Penalty: 4224.130859
	Iteration 3F: 3 clusters Score -698991.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -699080.187500 Penalty: 4224.130859
	Iteration 4Q: 3 clusters Score -699080.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -699139.562500 Penalty: 4224.130859
	Iteration 5Q: 3 clusters Score -699139.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -699180.125000 Penalty: 4224.130859
	Iteration 6Q: 3 clusters Score -699180.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -699208.750000 Penalty: 4224.130859
	Iteration 7Q: 3 clusters Score -699208.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -699237.812500 Penalty: 4224.130859
	Iteration 8Q: 3 clusters Score -699237.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -699257.500000 Penalty: 4224.130859
	Iteration 9Q: 3 clusters Score -699257.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -699275.125000 Penalty: 4224.130859
	Iteration 10Q: 3 clusters Score -699275.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -699288.625000 Penalty: 4224.130859
	Iteration 11Q: 3 clusters Score -699288.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -699303.812500 Penalty: 4224.130859
	Iteration 12Q: 3 clusters Score -699303.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -699321.750000 Penalty: 4224.130859
	Iteration 13Q: 3 clusters Score -699321.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -699337.312500 Penalty: 4224.130859
	Iteration 14Q: 3 clusters Score -699337.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -699356.187500 Penalty: 4224.130859
	Iteration 15Q: 3 clusters Score -699356.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -699373.062500 Penalty: 4224.130859
	Iteration 16Q: 3 clusters Score -699373.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -699389.875000 Penalty: 4224.130859
	Iteration 17Q: 3 clusters Score -699389.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -699406.062500 Penalty: 4224.130859
	Iteration 18Q: 3 clusters Score -699406.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -699427.937500 Penalty: 4224.130859
	Iteration 19Q: 3 clusters Score -699427.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -699452.750000 Penalty: 4224.130859
	Iteration 20F: 3 clusters Score -699452.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -699475.625000 Penalty: 4224.130859
	Iteration 21Q: 3 clusters Score -699475.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -699497.687500 Penalty: 4224.130859
	Iteration 22Q: 3 clusters Score -699497.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -699523.250000 Penalty: 4224.130859
	Iteration 23Q: 3 clusters Score -699523.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -699552.625000 Penalty: 4224.130859
	Iteration 24Q: 3 clusters Score -699552.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -699578.312500 Penalty: 4224.130859
	Iteration 25Q: 3 clusters Score -699578.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -699608.375000 Penalty: 4224.130859
	Iteration 26Q: 3 clusters Score -699608.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -699653.125000 Penalty: 4224.130859
	Iteration 27Q: 3 clusters Score -699653.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -699696.250000 Penalty: 4224.130859
	Iteration 28Q: 3 clusters Score -699696.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -699740.875000 Penalty: 4224.130859
	Iteration 29Q: 3 clusters Score -699740.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -699794.562500 Penalty: 4224.130859
	Iteration 30Q: 3 clusters Score -699794.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -699854.250000 Penalty: 4224.130859
	Iteration 31Q: 3 clusters Score -699854.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -699926.312500 Penalty: 4224.130859
	Iteration 32Q: 3 clusters Score -699926.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -700001.312500 Penalty: 4224.130859
	Iteration 33Q: 3 clusters Score -700001.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -700079.812500 Penalty: 4224.130859
	Iteration 34Q: 3 clusters Score -700079.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -700163.812500 Penalty: 4224.130859
	Iteration 35Q: 3 clusters Score -700163.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -700243.437500 Penalty: 4224.130859
	Iteration 36Q: 3 clusters Score -700243.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -700300.125000 Penalty: 4224.130859
	Iteration 37Q: 3 clusters Score -700300.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -700342.375000 Penalty: 4224.130859
	Iteration 38Q: 3 clusters Score -700342.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -700368.437500 Penalty: 4224.130859
	Iteration 39Q: 3 clusters Score -700368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -700383.625000 Penalty: 4224.130859
	Iteration 40F: 3 clusters Score -700383.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -700396.562500 Penalty: 4224.130859
	Iteration 41Q: 3 clusters Score -700396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -700403.875000 Penalty: 4224.130859
	Iteration 42Q: 3 clusters Score -700403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -700409.062500 Penalty: 4224.130859
	Iteration 43Q: 3 clusters Score -700409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -700410.562500 Penalty: 4224.130859
	Iteration 44Q: 3 clusters Score -700410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -700419.000000 Penalty: 4224.130859
	Iteration 45Q: 3 clusters Score -700419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -700426.312500 Penalty: 4224.130859
	Iteration 46Q: 3 clusters Score -700426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -700438.250000 Penalty: 4224.130859
	Iteration 47Q: 3 clusters Score -700438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -700447.187500 Penalty: 4224.130859
	Iteration 48Q: 3 clusters Score -700447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -700455.500000 Penalty: 4224.130859
	Iteration 49Q: 3 clusters Score -700455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -700460.625000 Penalty: 4224.130859
	Iteration 50Q: 3 clusters Score -700460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -700466.750000 Penalty: 4224.130859
	Iteration 51Q: 3 clusters Score -700466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -700468.437500 Penalty: 4224.130859
	Iteration 52Q: 3 clusters Score -700468.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -700468.437500 Penalty: 4224.130859
	Iteration 53F: 3 clusters Score -700468.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -26792.013672 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -26792.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25772.853516 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -25772.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25852.080078 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -25852.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25890.402344 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -25890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25900.792969 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -25900.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25913.947266 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -25913.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25919.949219 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -25919.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25928.681641 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -25928.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25940.548828 Penalty: 2666.138184
	Iteration 7Q: 3 clusters Score -25940.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25956.253906 Penalty: 2666.138184
	Iteration 8Q: 3 clusters Score -25956.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25966.093750 Penalty: 2666.138184
	Iteration 9Q: 3 clusters Score -25966.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25966.093750 Penalty: 2666.138184
	Iteration 10F: 3 clusters Score -25966.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -136735.859375 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -136735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134878.281250 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -134878.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135212.843750 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -135212.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135307.671875 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -135307.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135346.984375 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -135347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135370.406250 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -135370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135386.765625 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -135386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135409.359375 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -135409.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135434.609375 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -135434.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135454.500000 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -135454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135474.093750 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -135474.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135486.359375 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -135486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135496.875000 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -135496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135499.359375 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -135499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135502.640625 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -135502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135507.828125 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -135507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135510.328125 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -135510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135511.437500 Penalty: 3408.575439
	Iteration 16Q: 3 clusters Score -135511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135513.515625 Penalty: 3408.575439
	Iteration 17Q: 3 clusters Score -135513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135514.703125 Penalty: 3408.575439
	Iteration 18Q: 3 clusters Score -135514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135515.406250 Penalty: 3408.575439
	Iteration 19Q: 3 clusters Score -135515.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135515.406250 Penalty: 3408.575439
	Iteration 20F: 3 clusters Score -135515.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -272652.437500 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -272652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -270041.281250 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -270041.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -270544.312500 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -270544.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -270752.593750 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -270752.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -270962.468750 Penalty: 3769.551514
	Iteration 3F: 3 clusters Score -270962.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271091.625000 Penalty: 3769.551514
	Iteration 4Q: 3 clusters Score -271091.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -271188.062500 Penalty: 3769.551514
	Iteration 5Q: 3 clusters Score -271188.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -271249.093750 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -271249.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -271321.406250 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -271321.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -271422.375000 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -271422.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -271511.531250 Penalty: 3769.551514
	Iteration 9Q: 3 clusters Score -271511.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -271596.187500 Penalty: 3769.551514
	Iteration 10Q: 3 clusters Score -271596.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -271666.125000 Penalty: 3769.551514
	Iteration 11Q: 3 clusters Score -271666.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -271718.656250 Penalty: 3769.551514
	Iteration 12Q: 3 clusters Score -271718.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -271783.093750 Penalty: 3769.551514
	Iteration 13Q: 3 clusters Score -271783.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -271840.156250 Penalty: 3769.551514
	Iteration 14Q: 3 clusters Score -271840.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -271893.656250 Penalty: 3769.551514
	Iteration 15Q: 3 clusters Score -271893.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -271935.968750 Penalty: 3769.551514
	Iteration 16Q: 3 clusters Score -271936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -271966.093750 Penalty: 3769.551514
	Iteration 17Q: 3 clusters Score -271966.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -271979.812500 Penalty: 3769.551514
	Iteration 18Q: 3 clusters Score -271979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -271994.906250 Penalty: 3769.551514
	Iteration 19Q: 3 clusters Score -271994.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -272007.875000 Penalty: 3769.551514
	Iteration 20F: 3 clusters Score -272007.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -272024.500000 Penalty: 3769.551514
	Iteration 21Q: 3 clusters Score -272024.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -272041.812500 Penalty: 3769.551514
	Iteration 22Q: 3 clusters Score -272041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -272055.500000 Penalty: 3769.551514
	Iteration 23Q: 3 clusters Score -272055.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272072.406250 Penalty: 3769.551514
	Iteration 24Q: 3 clusters Score -272072.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -272083.656250 Penalty: 3769.551514
	Iteration 25Q: 3 clusters Score -272083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -272087.250000 Penalty: 3769.551514
	Iteration 26Q: 3 clusters Score -272087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -272090.000000 Penalty: 3769.551514
	Iteration 27Q: 3 clusters Score -272090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -272090.656250 Penalty: 3769.551514
	Iteration 28Q: 3 clusters Score -272090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -272091.531250 Penalty: 3769.551514
	Iteration 29Q: 3 clusters Score -272091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -272091.781250 Penalty: 3769.551514
	Iteration 30Q: 3 clusters Score -272091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -272091.781250 Penalty: 3769.551514
	Iteration 31F: 3 clusters Score -272091.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Entering Unmasked Estep 
Score: -6489012.500000 Penalty: 2646.666748
	Iteration 0F: 2 clusters Score -6489012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -6459844.000000 Penalty: 5293.333496
	Iteration 0F: 3 clusters Score -6459844 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6470743.000000 Penalty: 5293.333496
	Iteration 1F: 3 clusters Score -6470743 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -6471263.000000 Penalty: 5293.333496
	Iteration 2Q: 3 clusters Score -6471263 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -6471809.500000 Penalty: 5293.333496
	Iteration 3Q: 3 clusters Score -6471810 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6472349.500000 Penalty: 5293.333496
	Iteration 4Q: 3 clusters Score -6472350 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -6472934.000000 Penalty: 5293.333496
	Iteration 5Q: 3 clusters Score -6472934 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6473794.500000 Penalty: 5293.333496
	Iteration 6Q: 3 clusters Score -6473794 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6474981.000000 Penalty: 5293.333496
	Iteration 7Q: 3 clusters Score -6474981 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -6476674.000000 Penalty: 5293.333496
	Iteration 8F: 3 clusters Score -6476674 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6478874.500000 Penalty: 5293.333496
	Iteration 9F: 3 clusters Score -6478874 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -6481071.000000 Penalty: 5293.333496
	Iteration 10F: 3 clusters Score -6481071 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -6482942.500000 Penalty: 5293.333496
	Iteration 11Q: 3 clusters Score -6482942 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -6484152.000000 Penalty: 5293.333496
	Iteration 12Q: 3 clusters Score -6484152 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -6484922.500000 Penalty: 5293.333496
	Iteration 13Q: 3 clusters Score -6484922 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -6485422.000000 Penalty: 5293.333496
	Iteration 14Q: 3 clusters Score -6485422 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -6485769.500000 Penalty: 5293.333496
	Iteration 15Q: 3 clusters Score -6485770 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -6486020.500000 Penalty: 5293.333496
	Iteration 16Q: 3 clusters Score -6486020 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -6486215.000000 Penalty: 5293.333496
	Iteration 17Q: 3 clusters Score -6486215 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -6486396.500000 Penalty: 5293.333496
	Iteration 18Q: 3 clusters Score -6486396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -6486490.000000 Penalty: 5293.333496
	Iteration 19Q: 3 clusters Score -6486490 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -6486567.000000 Penalty: 5293.333496
	Iteration 20F: 3 clusters Score -6486567 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -6486607.500000 Penalty: 5293.333496
	Iteration 21Q: 3 clusters Score -6486608 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -6486656.500000 Penalty: 5293.333496
	Iteration 22Q: 3 clusters Score -6486656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -6486688.000000 Penalty: 5293.333496
	Iteration 23Q: 3 clusters Score -6486688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -6486711.000000 Penalty: 5293.333496
	Iteration 24Q: 3 clusters Score -6486711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -6486743.500000 Penalty: 5293.333496
	Iteration 25Q: 3 clusters Score -6486744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -6486772.000000 Penalty: 5293.333496
	Iteration 26Q: 3 clusters Score -6486772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -6486775.500000 Penalty: 5293.333496
	Iteration 27Q: 3 clusters Score -6486776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -6486782.500000 Penalty: 5293.333496
	Iteration 28Q: 3 clusters Score -6486782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -6486792.500000 Penalty: 5293.333496
	Iteration 29Q: 3 clusters Score -6486792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -6486797.500000 Penalty: 5293.333496
	Iteration 30Q: 3 clusters Score -6486798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -6486807.000000 Penalty: 5293.333496
	Iteration 31Q: 3 clusters Score -6486807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -6486813.500000 Penalty: 5293.333496
	Iteration 32Q: 3 clusters Score -6486814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -6486823.000000 Penalty: 5293.333496
	Iteration 33Q: 3 clusters Score -6486823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -6486823.500000 Penalty: 5293.333496
	Iteration 34Q: 3 clusters Score -6486824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -6486826.500000 Penalty: 5293.333496
	Iteration 35Q: 3 clusters Score -6486826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6486826.500000 Penalty: 5293.333496
	Iteration 36Q: 3 clusters Score -6486826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -6486832.000000 Penalty: 5293.333496
	Iteration 37Q: 3 clusters Score -6486832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -6486837.500000 Penalty: 5293.333496
	Iteration 38Q: 3 clusters Score -6486838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -6486832.000000 Penalty: 5293.333496
	Iteration 39Q: 3 clusters Score -6486832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -6486829.000000 Penalty: 5293.333496
	Iteration 40F: 3 clusters Score -6486829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -6486827.500000 Penalty: 5293.333496
	Iteration 41Q: 3 clusters Score -6486828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -6486832.500000 Penalty: 5293.333496
	Iteration 42Q: 3 clusters Score -6486832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -6486832.500000 Penalty: 5293.333496
	Iteration 43Q: 3 clusters Score -6486832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6486830.500000 Penalty: 5293.333496
	Iteration 44Q: 3 clusters Score -6486830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -6486834.000000 Penalty: 5293.333496
	Iteration 45Q: 3 clusters Score -6486834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -6486834.000000 Penalty: 5293.333496
	Iteration 46Q: 3 clusters Score -6486834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -6486831.000000 Penalty: 5293.333496
	Iteration 47Q: 3 clusters Score -6486831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -6486831.000000 Penalty: 5293.333496
	Iteration 48F: 3 clusters Score -6486831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -399689.843750 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -399689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -396571.093750 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -396571.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -397165.906250 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -397165.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -397323.000000 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -397323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -397409.875000 Penalty: 3929.081543
	Iteration 3Q: 3 clusters Score -397409.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -397470.843750 Penalty: 3929.081543
	Iteration 4Q: 3 clusters Score -397470.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -397510.156250 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -397510.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -397536.750000 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -397536.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -397556.562500 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -397556.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397576.031250 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -397576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -397590.593750 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -397590.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -397599.031250 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -397599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -397606.343750 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -397606.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -397613.687500 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -397613.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -397619.625000 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -397619.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -397629.781250 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -397629.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -397636.843750 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -397636.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -397645.875000 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -397645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -397650.968750 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -397651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -397657.531250 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -397657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -397661.968750 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -397662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -397665.156250 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -397665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -397674.062500 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -397674.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -397680.000000 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -397680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -397682.406250 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -397682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -397685.687500 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -397685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -397689.750000 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -397689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -397691.937500 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -397691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -397694.062500 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -397694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -397695.875000 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -397695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -397697.687500 Penalty: 3929.081543
	Iteration 29Q: 3 clusters Score -397697.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -397700.375000 Penalty: 3929.081543
	Iteration 30Q: 3 clusters Score -397700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -397703.562500 Penalty: 3929.081543
	Iteration 31Q: 3 clusters Score -397703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -397710.062500 Penalty: 3929.081543
	Iteration 32Q: 3 clusters Score -397710.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -397722.093750 Penalty: 3929.081543
	Iteration 33Q: 3 clusters Score -397722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -397731.843750 Penalty: 3929.081543
	Iteration 34Q: 3 clusters Score -397731.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -397738.000000 Penalty: 3929.081543
	Iteration 35Q: 3 clusters Score -397738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -397742.531250 Penalty: 3929.081543
	Iteration 36Q: 3 clusters Score -397742.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -397747.937500 Penalty: 3929.081543
	Iteration 37Q: 3 clusters Score -397747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -397751.500000 Penalty: 3929.081543
	Iteration 38Q: 3 clusters Score -397751.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -397754.656250 Penalty: 3929.081543
	Iteration 39Q: 3 clusters Score -397754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -397757.843750 Penalty: 3929.081543
	Iteration 40F: 3 clusters Score -397757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -397761.625000 Penalty: 3929.081543
	Iteration 41Q: 3 clusters Score -397761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -397765.718750 Penalty: 3929.081543
	Iteration 42Q: 3 clusters Score -397765.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -397770.343750 Penalty: 3929.081543
	Iteration 43Q: 3 clusters Score -397770.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -397773.812500 Penalty: 3929.081543
	Iteration 44Q: 3 clusters Score -397773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -397776.375000 Penalty: 3929.081543
	Iteration 45Q: 3 clusters Score -397776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -397780.031250 Penalty: 3929.081543
	Iteration 46Q: 3 clusters Score -397780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -397784.406250 Penalty: 3929.081543
	Iteration 47Q: 3 clusters Score -397784.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -397788.000000 Penalty: 3929.081543
	Iteration 48Q: 3 clusters Score -397788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -397791.218750 Penalty: 3929.081543
	Iteration 49Q: 3 clusters Score -397791.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -397794.562500 Penalty: 3929.081543
	Iteration 50Q: 3 clusters Score -397794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -397795.718750 Penalty: 3929.081543
	Iteration 51Q: 3 clusters Score -397795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -397797.062500 Penalty: 3929.081543
	Iteration 52Q: 3 clusters Score -397797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -397798.781250 Penalty: 3929.081543
	Iteration 53Q: 3 clusters Score -397798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -397800.062500 Penalty: 3929.081543
	Iteration 54Q: 3 clusters Score -397800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -397801.031250 Penalty: 3929.081543
	Iteration 55Q: 3 clusters Score -397801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -397801.593750 Penalty: 3929.081543
	Iteration 56Q: 3 clusters Score -397801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -397802.312500 Penalty: 3929.081543
	Iteration 57Q: 3 clusters Score -397802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -397802.312500 Penalty: 3929.081543
	Iteration 58F: 3 clusters Score -397802.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -318931.625000 Penalty: 1905.598267
	Iteration 0F: 2 clusters Score -318931.6 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 1069 members 
Entering Unmasked Estep 
Score: -316167.000000 Penalty: 3811.196533
	Iteration 0F: 3 clusters Score -316167 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -316744.562500 Penalty: 3811.196533
	Iteration 1F: 3 clusters Score -316744.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -316932.156250 Penalty: 3811.196533
	Iteration 2F: 3 clusters Score -316932.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -317063.500000 Penalty: 3811.196533
	Iteration 3F: 3 clusters Score -317063.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -317153.625000 Penalty: 3811.196533
	Iteration 4Q: 3 clusters Score -317153.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -317218.000000 Penalty: 3811.196533
	Iteration 5Q: 3 clusters Score -317218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -317273.843750 Penalty: 3811.196533
	Iteration 6Q: 3 clusters Score -317273.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -317327.000000 Penalty: 3811.196533
	Iteration 7Q: 3 clusters Score -317327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -317401.406250 Penalty: 3811.196533
	Iteration 8Q: 3 clusters Score -317401.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -317509.093750 Penalty: 3811.196533
	Iteration 9Q: 3 clusters Score -317509.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -317633.875000 Penalty: 3811.196533
	Iteration 10Q: 3 clusters Score -317633.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -317759.343750 Penalty: 3811.196533
	Iteration 11Q: 3 clusters Score -317759.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -317877.281250 Penalty: 3811.196533
	Iteration 12Q: 3 clusters Score -317877.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -317951.750000 Penalty: 3811.196533
	Iteration 13Q: 3 clusters Score -317951.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -317982.718750 Penalty: 3811.196533
	Iteration 14Q: 3 clusters Score -317982.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -317997.656250 Penalty: 3811.196533
	Iteration 15Q: 3 clusters Score -317997.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318009.156250 Penalty: 3811.196533
	Iteration 16Q: 3 clusters Score -318009.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -318017.406250 Penalty: 3811.196533
	Iteration 17Q: 3 clusters Score -318017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -318022.375000 Penalty: 3811.196533
	Iteration 18Q: 3 clusters Score -318022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -318026.000000 Penalty: 3811.196533
	Iteration 19Q: 3 clusters Score -318026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -318027.906250 Penalty: 3811.196533
	Iteration 20F: 3 clusters Score -318027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -318029.750000 Penalty: 3811.196533
	Iteration 21Q: 3 clusters Score -318029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -318029.750000 Penalty: 3811.196533
	Iteration 22F: 3 clusters Score -318029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -128838.523438 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -128838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126920.179688 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -126920.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127316.218750 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -127316.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127687.835938 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -127687.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128708.132812 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -128708.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -129249.109375 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -129249.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -129533.234375 Penalty: 3438.010010
	Iteration 5F: 3 clusters Score -129533.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -129891.171875 Penalty: 3438.010010
	Iteration 6F: 3 clusters Score -129891.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -130299.984375 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -130300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -130399.523438 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -130399.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -130443.382812 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -130443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -130497.726562 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -130497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -130521.234375 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -130521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -130529.507812 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -130529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -130535.070312 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -130535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -130538.015625 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -130538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -130542.664062 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -130542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -130542.664062 Penalty: 3438.010010
	Iteration 16F: 3 clusters Score -130542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 45562 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217280 members 
Mstep: Class 14 contains 63197 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 6143 members 
Mstep: Class 18 contains 101570 members 
Mstep: Class 19 contains 24616 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43133 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31691 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 608 members 
Mstep: Class 34 contains 2292 members 
Mstep: Class 35 contains 276 members 
Entering Unmasked Estep 
Score: -95474136.000000 Penalty: 116329.945312
Splitting cluster 27 changes total score from -95470368.000000 to -95474136.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -35481.824219 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -35481.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34376.699219 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -34376.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34738.613281 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -34738.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34953.042969 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -34953.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35117.230469 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -35117.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35232.046875 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -35232.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35251.863281 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -35251.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35262.828125 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -35262.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35265.824219 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -35265.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35275.359375 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -35275.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35275.359375 Penalty: 2877.850586
	Iteration 9F: 3 clusters Score -35275.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -34985.941406 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -34985.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33834.539062 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -33834.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33935.800781 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -33935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33953.179688 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -33953.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33965.593750 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -33965.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33965.593750 Penalty: 2771.275391
	Iteration 4F: 3 clusters Score -33965.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (31691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Entering Unmasked Estep 
Score: -4664444.000000 Penalty: 2570.219238
	Iteration 0F: 2 clusters Score -4664444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4642864.500000 Penalty: 5140.438477
	Iteration 0F: 3 clusters Score -4642864 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4650440.500000 Penalty: 5140.438477
	Iteration 1F: 3 clusters Score -4650440 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4650894.500000 Penalty: 5140.438477
	Iteration 2Q: 3 clusters Score -4650894 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4651279.000000 Penalty: 5140.438477
	Iteration 3Q: 3 clusters Score -4651279 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4651595.500000 Penalty: 5140.438477
	Iteration 4Q: 3 clusters Score -4651596 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4651873.000000 Penalty: 5140.438477
	Iteration 5Q: 3 clusters Score -4651873 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4652158.000000 Penalty: 5140.438477
	Iteration 6Q: 3 clusters Score -4652158 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4652482.500000 Penalty: 5140.438477
	Iteration 7Q: 3 clusters Score -4652482 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -4652871.500000 Penalty: 5140.438477
	Iteration 8Q: 3 clusters Score -4652872 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4653361.000000 Penalty: 5140.438477
	Iteration 9Q: 3 clusters Score -4653361 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4653895.500000 Penalty: 5140.438477
	Iteration 10Q: 3 clusters Score -4653896 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4654532.000000 Penalty: 5140.438477
	Iteration 11Q: 3 clusters Score -4654532 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4655235.000000 Penalty: 5140.438477
	Iteration 12Q: 3 clusters Score -4655235 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4655899.500000 Penalty: 5140.438477
	Iteration 13Q: 3 clusters Score -4655900 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -4656467.000000 Penalty: 5140.438477
	Iteration 14Q: 3 clusters Score -4656467 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4656921.500000 Penalty: 5140.438477
	Iteration 15Q: 3 clusters Score -4656922 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4657327.000000 Penalty: 5140.438477
	Iteration 16Q: 3 clusters Score -4657327 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4657644.000000 Penalty: 5140.438477
	Iteration 17Q: 3 clusters Score -4657644 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4657902.000000 Penalty: 5140.438477
	Iteration 18Q: 3 clusters Score -4657902 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4658237.000000 Penalty: 5140.438477
	Iteration 19Q: 3 clusters Score -4658237 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4658492.500000 Penalty: 5140.438477
	Iteration 20F: 3 clusters Score -4658492 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4658759.500000 Penalty: 5140.438477
	Iteration 21Q: 3 clusters Score -4658760 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4659036.500000 Penalty: 5140.438477
	Iteration 22Q: 3 clusters Score -4659036 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4659289.500000 Penalty: 5140.438477
	Iteration 23Q: 3 clusters Score -4659290 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4659581.500000 Penalty: 5140.438477
	Iteration 24Q: 3 clusters Score -4659582 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4659862.000000 Penalty: 5140.438477
	Iteration 25Q: 3 clusters Score -4659862 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4660178.500000 Penalty: 5140.438477
	Iteration 26Q: 3 clusters Score -4660178 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4660467.000000 Penalty: 5140.438477
	Iteration 27Q: 3 clusters Score -4660467 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4660750.000000 Penalty: 5140.438477
	Iteration 28Q: 3 clusters Score -4660750 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4660988.500000 Penalty: 5140.438477
	Iteration 29Q: 3 clusters Score -4660988 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4661194.000000 Penalty: 5140.438477
	Iteration 30Q: 3 clusters Score -4661194 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4661416.500000 Penalty: 5140.438477
	Iteration 31Q: 3 clusters Score -4661416 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4661623.000000 Penalty: 5140.438477
	Iteration 32Q: 3 clusters Score -4661623 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4661795.500000 Penalty: 5140.438477
	Iteration 33Q: 3 clusters Score -4661796 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4661896.000000 Penalty: 5140.438477
	Iteration 34Q: 3 clusters Score -4661896 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4661973.500000 Penalty: 5140.438477
	Iteration 35Q: 3 clusters Score -4661974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4662025.500000 Penalty: 5140.438477
	Iteration 36Q: 3 clusters Score -4662026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4662065.000000 Penalty: 5140.438477
	Iteration 37Q: 3 clusters Score -4662065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4662106.000000 Penalty: 5140.438477
	Iteration 38Q: 3 clusters Score -4662106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4662146.500000 Penalty: 5140.438477
	Iteration 39Q: 3 clusters Score -4662146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4662172.500000 Penalty: 5140.438477
	Iteration 40F: 3 clusters Score -4662172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4662191.500000 Penalty: 5140.438477
	Iteration 41Q: 3 clusters Score -4662192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4662208.500000 Penalty: 5140.438477
	Iteration 42Q: 3 clusters Score -4662208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4662215.500000 Penalty: 5140.438477
	Iteration 43Q: 3 clusters Score -4662216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4662215.500000 Penalty: 5140.438477
	Iteration 44Q: 3 clusters Score -4662216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4662229.500000 Penalty: 5140.438477
	Iteration 45Q: 3 clusters Score -4662230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4662234.000000 Penalty: 5140.438477
	Iteration 46Q: 3 clusters Score -4662234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4662238.000000 Penalty: 5140.438477
	Iteration 47Q: 3 clusters Score -4662238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4662247.000000 Penalty: 5140.438477
	Iteration 48Q: 3 clusters Score -4662247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4662241.000000 Penalty: 5140.438477
	Iteration 49Q: 3 clusters Score -4662241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4662244.000000 Penalty: 5140.438477
	Iteration 50Q: 3 clusters Score -4662244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4662242.500000 Penalty: 5140.438477
	Iteration 51Q: 3 clusters Score -4662242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4662248.500000 Penalty: 5140.438477
	Iteration 52Q: 3 clusters Score -4662248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4662248.500000 Penalty: 5140.438477
	Iteration 53F: 3 clusters Score -4662248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -468572.812500 Penalty: 2005.276978
	Iteration 0F: 2 clusters Score -468572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -465124.000000 Penalty: 4010.553955
	Iteration 0F: 3 clusters Score -465124 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -465838.437500 Penalty: 4010.553955
	Iteration 1F: 3 clusters Score -465838.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -466033.906250 Penalty: 4010.553955
	Iteration 2F: 3 clusters Score -466033.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -466183.843750 Penalty: 4010.553955
	Iteration 3F: 3 clusters Score -466183.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -466310.750000 Penalty: 4010.553955
	Iteration 4Q: 3 clusters Score -466310.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -466401.343750 Penalty: 4010.553955
	Iteration 5Q: 3 clusters Score -466401.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -466474.218750 Penalty: 4010.553955
	Iteration 6Q: 3 clusters Score -466474.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -466524.062500 Penalty: 4010.553955
	Iteration 7Q: 3 clusters Score -466524.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -466570.218750 Penalty: 4010.553955
	Iteration 8Q: 3 clusters Score -466570.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -466608.343750 Penalty: 4010.553955
	Iteration 9Q: 3 clusters Score -466608.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -466634.312500 Penalty: 4010.553955
	Iteration 10Q: 3 clusters Score -466634.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -466653.062500 Penalty: 4010.553955
	Iteration 11Q: 3 clusters Score -466653.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -466670.906250 Penalty: 4010.553955
	Iteration 12Q: 3 clusters Score -466670.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -466681.906250 Penalty: 4010.553955
	Iteration 13Q: 3 clusters Score -466681.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -466690.500000 Penalty: 4010.553955
	Iteration 14Q: 3 clusters Score -466690.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -466702.250000 Penalty: 4010.553955
	Iteration 15Q: 3 clusters Score -466702.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -466719.906250 Penalty: 4010.553955
	Iteration 16Q: 3 clusters Score -466719.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -466734.531250 Penalty: 4010.553955
	Iteration 17Q: 3 clusters Score -466734.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -466750.812500 Penalty: 4010.553955
	Iteration 18Q: 3 clusters Score -466750.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -466760.031250 Penalty: 4010.553955
	Iteration 19Q: 3 clusters Score -466760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -466771.843750 Penalty: 4010.553955
	Iteration 20F: 3 clusters Score -466771.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -466781.375000 Penalty: 4010.553955
	Iteration 21Q: 3 clusters Score -466781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -466788.375000 Penalty: 4010.553955
	Iteration 22Q: 3 clusters Score -466788.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -466793.375000 Penalty: 4010.553955
	Iteration 23Q: 3 clusters Score -466793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -466801.593750 Penalty: 4010.553955
	Iteration 24Q: 3 clusters Score -466801.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -466808.125000 Penalty: 4010.553955
	Iteration 25Q: 3 clusters Score -466808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -466816.531250 Penalty: 4010.553955
	Iteration 26Q: 3 clusters Score -466816.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -466824.156250 Penalty: 4010.553955
	Iteration 27Q: 3 clusters Score -466824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -466828.125000 Penalty: 4010.553955
	Iteration 28Q: 3 clusters Score -466828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -466832.406250 Penalty: 4010.553955
	Iteration 29Q: 3 clusters Score -466832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -466838.312500 Penalty: 4010.553955
	Iteration 30Q: 3 clusters Score -466838.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -466843.437500 Penalty: 4010.553955
	Iteration 31Q: 3 clusters Score -466843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -466848.281250 Penalty: 4010.553955
	Iteration 32Q: 3 clusters Score -466848.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -466852.593750 Penalty: 4010.553955
	Iteration 33Q: 3 clusters Score -466852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -466854.937500 Penalty: 4010.553955
	Iteration 34Q: 3 clusters Score -466854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -466857.500000 Penalty: 4010.553955
	Iteration 35Q: 3 clusters Score -466857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -466861.156250 Penalty: 4010.553955
	Iteration 36Q: 3 clusters Score -466861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -466866.625000 Penalty: 4010.553955
	Iteration 37Q: 3 clusters Score -466866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -466872.937500 Penalty: 4010.553955
	Iteration 38Q: 3 clusters Score -466872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -466877.531250 Penalty: 4010.553955
	Iteration 39Q: 3 clusters Score -466877.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -466884.375000 Penalty: 4010.553955
	Iteration 40F: 3 clusters Score -466884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -466889.312500 Penalty: 4010.553955
	Iteration 41Q: 3 clusters Score -466889.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -466895.812500 Penalty: 4010.553955
	Iteration 42Q: 3 clusters Score -466895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -466902.437500 Penalty: 4010.553955
	Iteration 43Q: 3 clusters Score -466902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -466908.750000 Penalty: 4010.553955
	Iteration 44Q: 3 clusters Score -466908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -466914.937500 Penalty: 4010.553955
	Iteration 45Q: 3 clusters Score -466914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -466921.718750 Penalty: 4010.553955
	Iteration 46Q: 3 clusters Score -466921.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -466927.375000 Penalty: 4010.553955
	Iteration 47Q: 3 clusters Score -466927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -466929.531250 Penalty: 4010.553955
	Iteration 48Q: 3 clusters Score -466929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -466932.156250 Penalty: 4010.553955
	Iteration 49Q: 3 clusters Score -466932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -466935.000000 Penalty: 4010.553955
	Iteration 50Q: 3 clusters Score -466935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -466938.218750 Penalty: 4010.553955
	Iteration 51Q: 3 clusters Score -466938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -466942.906250 Penalty: 4010.553955
	Iteration 52Q: 3 clusters Score -466942.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -466949.687500 Penalty: 4010.553955
	Iteration 53Q: 3 clusters Score -466949.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -466955.562500 Penalty: 4010.553955
	Iteration 54Q: 3 clusters Score -466955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -466958.468750 Penalty: 4010.553955
	Iteration 55Q: 3 clusters Score -466958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -466960.843750 Penalty: 4010.553955
	Iteration 56Q: 3 clusters Score -466960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -466963.625000 Penalty: 4010.553955
	Iteration 57Q: 3 clusters Score -466963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -466964.656250 Penalty: 4010.553955
	Iteration 58Q: 3 clusters Score -466964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -466966.562500 Penalty: 4010.553955
	Iteration 59Q: 3 clusters Score -466966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466967.375000 Penalty: 4010.553955
	Iteration 60F: 3 clusters Score -466967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -466969.937500 Penalty: 4010.553955
	Iteration 61Q: 3 clusters Score -466969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -466969.937500 Penalty: 4010.553955
	Iteration 62F: 3 clusters Score -466969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 45562 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217280 members 
Mstep: Class 14 contains 63197 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 6143 members 
Mstep: Class 18 contains 101570 members 
Mstep: Class 19 contains 24616 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 43133 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31691 members 
Mstep: Class 31 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474808.000000 Penalty: 116329.945312
Iteration 119Q: 36 clusters Score -9.547481e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 25173 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 10986 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 14198 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16498 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 45817 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217145 members 
Mstep: Class 14 contains 63170 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 101678 members 
Mstep: Class 19 contains 24574 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1952 members 
Mstep: Class 24 contains 42523 members 
Mstep: Class 25 contains 2755 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31688 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 724 members 
Mstep: Class 33 contains 607 members 
Mstep: Class 34 contains 2257 members 
Mstep: Class 35 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475544.000000 Penalty: 116329.945312
Iteration 120F: 36 clusters Score -9.547554e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 25150 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 14103 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16503 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46007 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 217048 members 
Mstep: Class 14 contains 63149 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 101892 members 
Mstep: Class 19 contains 24524 members 
Mstep: Class 20 contains 4949 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 42100 members 
Mstep: Class 25 contains 2753 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 328 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31682 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2292 members 
Mstep: Class 35 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476136.000000 Penalty: 116329.945312
Iteration 121Q: 36 clusters Score -9.547614e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 25142 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10921 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 14033 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16519 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46173 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 216929 members 
Mstep: Class 14 contains 63115 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 102141 members 
Mstep: Class 19 contains 24473 members 
Mstep: Class 20 contains 4967 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 1868 members 
Mstep: Class 24 contains 41779 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31679 members 
Mstep: Class 31 contains 3376 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2307 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476008.000000 Penalty: 116329.945312
Iteration 122Q: 36 clusters Score -9.547601e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 25140 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 13972 members 
Mstep: Class 7 contains 13241 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16532 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46297 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 216838 members 
Mstep: Class 14 contains 63072 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6210 members 
Mstep: Class 17 contains 7397 members 
Mstep: Class 18 contains 102376 members 
Mstep: Class 19 contains 24457 members 
Mstep: Class 20 contains 4985 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 1845 members 
Mstep: Class 24 contains 41507 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2161 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31676 members 
Mstep: Class 31 contains 3402 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2326 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475976.000000 Penalty: 116329.945312
Iteration 123Q: 36 clusters Score -9.547598e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 25141 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10878 members 
Mstep: Class 5 contains 254 members 
Mstep: Class 6 contains 13922 members 
Mstep: Class 7 contains 13228 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46424 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 216755 members 
Mstep: Class 14 contains 63034 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6206 members 
Mstep: Class 17 contains 7462 members 
Mstep: Class 18 contains 102625 members 
Mstep: Class 19 contains 24428 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 41264 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2159 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31662 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476096.000000 Penalty: 116329.945312
Iteration 124Q: 36 clusters Score -9.54761e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 25152 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13894 members 
Mstep: Class 7 contains 13210 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16518 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46529 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 216690 members 
Mstep: Class 14 contains 63003 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6202 members 
Mstep: Class 17 contains 7519 members 
Mstep: Class 18 contains 102875 members 
Mstep: Class 19 contains 24413 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 1818 members 
Mstep: Class 24 contains 41008 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2162 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 31652 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2348 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476264.000000 Penalty: 116329.945312
Iteration 125Q: 36 clusters Score -9.547626e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 25149 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13860 members 
Mstep: Class 7 contains 13187 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16530 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46624 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 216617 members 
Mstep: Class 14 contains 62967 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6204 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 103122 members 
Mstep: Class 19 contains 24398 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 1816 members 
Mstep: Class 24 contains 40770 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31647 members 
Mstep: Class 31 contains 3474 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 671 members 
Mstep: Class 34 contains 2360 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476232.000000 Penalty: 116329.945312
Iteration 126Q: 36 clusters Score -9.547623e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 25115 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10826 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13840 members 
Mstep: Class 7 contains 13193 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46715 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 216529 members 
Mstep: Class 14 contains 62940 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6197 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 103386 members 
Mstep: Class 19 contains 24383 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 1814 members 
Mstep: Class 24 contains 40543 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31643 members 
Mstep: Class 31 contains 3490 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2366 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476456.000000 Penalty: 116329.945312
Iteration 127Q: 36 clusters Score -9.547646e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 25097 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10805 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13827 members 
Mstep: Class 7 contains 13200 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16527 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46788 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 216460 members 
Mstep: Class 14 contains 62903 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6192 members 
Mstep: Class 17 contains 7606 members 
Mstep: Class 18 contains 103665 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1813 members 
Mstep: Class 24 contains 40306 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31638 members 
Mstep: Class 31 contains 3505 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2370 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476608.000000 Penalty: 116329.945312
Iteration 128Q: 36 clusters Score -9.547661e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 25086 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10781 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13807 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46855 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 216358 members 
Mstep: Class 14 contains 62867 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6192 members 
Mstep: Class 17 contains 7615 members 
Mstep: Class 18 contains 103946 members 
Mstep: Class 19 contains 24387 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 1815 members 
Mstep: Class 24 contains 40098 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31636 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2374 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476616.000000 Penalty: 116329.945312
Iteration 129Q: 36 clusters Score -9.547662e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 25080 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10762 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13793 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 46927 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 216273 members 
Mstep: Class 14 contains 62843 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6189 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 104210 members 
Mstep: Class 19 contains 24387 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1813 members 
Mstep: Class 24 contains 39887 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31634 members 
Mstep: Class 31 contains 3528 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2379 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476384.000000 Penalty: 116329.945312
Iteration 130Q: 36 clusters Score -9.547638e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10738 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13784 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16526 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 46992 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 216183 members 
Mstep: Class 14 contains 62823 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6188 members 
Mstep: Class 17 contains 7646 members 
Mstep: Class 18 contains 104511 members 
Mstep: Class 19 contains 24371 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1809 members 
Mstep: Class 24 contains 39656 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31637 members 
Mstep: Class 31 contains 3540 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2384 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476552.000000 Penalty: 116329.945312
Iteration 131Q: 36 clusters Score -9.547655e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 25066 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10720 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13775 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 47045 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 216080 members 
Mstep: Class 14 contains 62811 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6188 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 104831 members 
Mstep: Class 19 contains 24366 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1810 members 
Mstep: Class 24 contains 39431 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31636 members 
Mstep: Class 31 contains 3548 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2386 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476520.000000 Penalty: 116329.945312
Iteration 132Q: 36 clusters Score -9.547652e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10701 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13762 members 
Mstep: Class 7 contains 13166 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 47086 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 215966 members 
Mstep: Class 14 contains 62785 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6190 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 105167 members 
Mstep: Class 19 contains 24361 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1810 members 
Mstep: Class 24 contains 39198 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31631 members 
Mstep: Class 31 contains 3555 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2388 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476504.000000 Penalty: 116329.945312
Iteration 133Q: 36 clusters Score -9.54765e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 25101 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10684 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13741 members 
Mstep: Class 7 contains 13157 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 47130 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 215849 members 
Mstep: Class 14 contains 62762 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6193 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 105524 members 
Mstep: Class 19 contains 24349 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1809 members 
Mstep: Class 24 contains 38946 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31626 members 
Mstep: Class 31 contains 3562 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2390 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476552.000000 Penalty: 116329.945312
Iteration 134Q: 36 clusters Score -9.547655e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 25116 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10668 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 13151 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16537 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 215759 members 
Mstep: Class 14 contains 62738 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6194 members 
Mstep: Class 17 contains 7704 members 
Mstep: Class 18 contains 105826 members 
Mstep: Class 19 contains 24337 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 1804 members 
Mstep: Class 24 contains 38717 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31625 members 
Mstep: Class 31 contains 3569 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2392 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476552.000000 Penalty: 116329.945312
Iteration 135Q: 36 clusters Score -9.547655e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 25126 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13730 members 
Mstep: Class 7 contains 13136 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16539 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 215670 members 
Mstep: Class 14 contains 62719 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6196 members 
Mstep: Class 17 contains 7722 members 
Mstep: Class 18 contains 106115 members 
Mstep: Class 19 contains 24342 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 1803 members 
Mstep: Class 24 contains 38494 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31619 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2394 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476680.000000 Penalty: 116329.945312
Iteration 136Q: 36 clusters Score -9.547668e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 25139 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10641 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 13125 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16541 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 47233 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 215558 members 
Mstep: Class 14 contains 62705 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 106420 members 
Mstep: Class 19 contains 24343 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 38284 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2170 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31625 members 
Mstep: Class 31 contains 3575 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476728.000000 Penalty: 116329.945312
Iteration 137Q: 36 clusters Score -9.547673e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 25149 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10633 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 13110 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16547 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 47264 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 215446 members 
Mstep: Class 14 contains 62698 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 7742 members 
Mstep: Class 18 contains 106717 members 
Mstep: Class 19 contains 24341 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 38075 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2172 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31622 members 
Mstep: Class 31 contains 3577 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476688.000000 Penalty: 116329.945312
Iteration 138Q: 36 clusters Score -9.547669e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 25156 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10628 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13709 members 
Mstep: Class 7 contains 13090 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16549 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 47290 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 215343 members 
Mstep: Class 14 contains 62695 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6196 members 
Mstep: Class 17 contains 7755 members 
Mstep: Class 18 contains 107022 members 
Mstep: Class 19 contains 24349 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 37856 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31617 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476728.000000 Penalty: 116329.945312
Iteration 139Q: 36 clusters Score -9.547673e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 25164 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13709 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16555 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 47316 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 215247 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 7769 members 
Mstep: Class 18 contains 107339 members 
Mstep: Class 19 contains 24348 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 37612 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2176 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31612 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2396 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476688.000000 Penalty: 116329.945312
Iteration 140F: 36 clusters Score -9.547669e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 25166 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13703 members 
Mstep: Class 7 contains 13058 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16554 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 47333 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 215135 members 
Mstep: Class 14 contains 62680 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 17 contains 7782 members 
Mstep: Class 18 contains 107679 members 
Mstep: Class 19 contains 24361 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 37379 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2177 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31611 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476920.000000 Penalty: 116329.945312
Iteration 141Q: 36 clusters Score -9.547692e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 25172 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10604 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13700 members 
Mstep: Class 7 contains 13045 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16557 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 47360 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 215016 members 
Mstep: Class 14 contains 62672 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6196 members 
Mstep: Class 17 contains 7791 members 
Mstep: Class 18 contains 108037 members 
Mstep: Class 19 contains 24366 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 37138 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 2176 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31607 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2400 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476824.000000 Penalty: 116329.945312
Iteration 142Q: 36 clusters Score -9.547682e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 25174 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13697 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16565 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 47382 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 214863 members 
Mstep: Class 14 contains 62664 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6199 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 18 contains 108423 members 
Mstep: Class 19 contains 24374 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1797 members 
Mstep: Class 24 contains 36884 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 2178 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31609 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2401 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476984.000000 Penalty: 116329.945312
Iteration 143Q: 36 clusters Score -9.547698e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 25184 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13695 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16570 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 47394 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 214689 members 
Mstep: Class 14 contains 62660 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6200 members 
Mstep: Class 17 contains 7822 members 
Mstep: Class 18 contains 108849 members 
Mstep: Class 19 contains 24364 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1796 members 
Mstep: Class 24 contains 36622 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2177 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31612 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2402 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477144.000000 Penalty: 116329.945312
Iteration 144Q: 36 clusters Score -9.547714e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 25191 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10563 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13694 members 
Mstep: Class 7 contains 13029 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16574 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 47408 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 214536 members 
Mstep: Class 14 contains 62655 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6199 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 109214 members 
Mstep: Class 19 contains 24368 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1794 members 
Mstep: Class 24 contains 36393 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2179 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31610 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477328.000000 Penalty: 116329.945312
Iteration 145Q: 36 clusters Score -9.547733e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 25204 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10554 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13696 members 
Mstep: Class 7 contains 13022 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16583 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47419 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 214370 members 
Mstep: Class 14 contains 62653 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 109566 members 
Mstep: Class 19 contains 24361 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1792 members 
Mstep: Class 24 contains 36179 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2180 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31617 members 
Mstep: Class 31 contains 3578 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477256.000000 Penalty: 116329.945312
Iteration 146Q: 36 clusters Score -9.547726e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 25215 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13704 members 
Mstep: Class 7 contains 13020 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16589 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 214232 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6201 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 18 contains 109896 members 
Mstep: Class 19 contains 24344 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1790 members 
Mstep: Class 24 contains 35978 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2180 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31620 members 
Mstep: Class 31 contains 3580 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477192.000000 Penalty: 116329.945312
Iteration 147Q: 36 clusters Score -9.547719e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 25222 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13710 members 
Mstep: Class 7 contains 13014 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16595 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47449 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 214125 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6206 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 18 contains 110214 members 
Mstep: Class 19 contains 24329 members 
Mstep: Class 20 contains 5000 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1790 members 
Mstep: Class 24 contains 35765 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2179 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31618 members 
Mstep: Class 31 contains 3581 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477144.000000 Penalty: 116329.945312
Iteration 148Q: 36 clusters Score -9.547714e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 25229 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13709 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16603 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47465 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 214022 members 
Mstep: Class 14 contains 62652 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6208 members 
Mstep: Class 17 contains 7860 members 
Mstep: Class 18 contains 110530 members 
Mstep: Class 19 contains 24325 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 35549 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2181 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31615 members 
Mstep: Class 31 contains 3584 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477336.000000 Penalty: 116329.945312
Iteration 149Q: 36 clusters Score -9.547734e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 25232 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13706 members 
Mstep: Class 7 contains 13004 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16602 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47486 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 213897 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 110879 members 
Mstep: Class 19 contains 24318 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1787 members 
Mstep: Class 24 contains 35317 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2182 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31614 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477424.000000 Penalty: 116329.945312
Iteration 150Q: 36 clusters Score -9.547742e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 25234 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 12994 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16607 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47497 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 213783 members 
Mstep: Class 14 contains 62652 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6210 members 
Mstep: Class 17 contains 7882 members 
Mstep: Class 18 contains 111207 members 
Mstep: Class 19 contains 24329 members 
Mstep: Class 20 contains 4992 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 35095 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2185 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31612 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477480.000000 Penalty: 116329.945312
Iteration 151Q: 36 clusters Score -9.547748e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25231 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13701 members 
Mstep: Class 7 contains 12985 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47513 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 213673 members 
Mstep: Class 14 contains 62650 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 7886 members 
Mstep: Class 18 contains 111561 members 
Mstep: Class 19 contains 24337 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 34844 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2188 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31609 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477696.000000 Penalty: 116329.945312
Iteration 152Q: 36 clusters Score -9.54777e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 25223 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13698 members 
Mstep: Class 7 contains 12980 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16612 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47522 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 213470 members 
Mstep: Class 14 contains 62655 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 7890 members 
Mstep: Class 18 contains 111999 members 
Mstep: Class 19 contains 24347 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1787 members 
Mstep: Class 24 contains 34594 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2192 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31606 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 2404 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477752.000000 Penalty: 116329.945312
Iteration 153Q: 36 clusters Score -9.547775e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 25222 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13690 members 
Mstep: Class 7 contains 12974 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16615 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47527 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 213227 members 
Mstep: Class 14 contains 62656 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 7894 members 
Mstep: Class 18 contains 112527 members 
Mstep: Class 19 contains 24357 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 34301 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2193 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31603 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478112.000000 Penalty: 116329.945312
Iteration 154Q: 36 clusters Score -9.547811e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13682 members 
Mstep: Class 7 contains 12969 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16617 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47541 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 212990 members 
Mstep: Class 14 contains 62655 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 7896 members 
Mstep: Class 18 contains 113060 members 
Mstep: Class 19 contains 24367 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1787 members 
Mstep: Class 24 contains 34001 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2192 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31598 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478352.000000 Penalty: 116329.945312
Iteration 155Q: 36 clusters Score -9.547835e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13680 members 
Mstep: Class 7 contains 12956 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16618 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47546 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 212621 members 
Mstep: Class 14 contains 62653 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 7900 members 
Mstep: Class 18 contains 113732 members 
Mstep: Class 19 contains 24388 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1787 members 
Mstep: Class 24 contains 33679 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2192 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478320.000000 Penalty: 116329.945312
Iteration 156Q: 36 clusters Score -9.547832e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 25230 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13683 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16620 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47563 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 212075 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6215 members 
Mstep: Class 17 contains 7908 members 
Mstep: Class 18 contains 114611 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 33298 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2193 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478584.000000 Penalty: 116329.945312
Iteration 157Q: 36 clusters Score -9.547858e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 25236 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10479 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13683 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16611 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47578 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 211390 members 
Mstep: Class 14 contains 62645 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6217 members 
Mstep: Class 17 contains 7911 members 
Mstep: Class 18 contains 115717 members 
Mstep: Class 19 contains 24390 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 32879 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2192 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31572 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 675 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479072.000000 Penalty: 116329.945312
Iteration 158Q: 36 clusters Score -9.547907e+07 nChanged 1715
Entering ConstructFrom: 
Score: -95479072.000000 Penalty: 116329.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Entering Unmasked Estep 
Score: -1583056.000000 Penalty: 2308.634033
	Iteration 0F: 2 clusters Score -1583056 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 5451 members 
Entering Unmasked Estep 
Score: -1574664.250000 Penalty: 4617.268066
	Iteration 0F: 3 clusters Score -1574664 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1577277.625000 Penalty: 4617.268066
	Iteration 1F: 3 clusters Score -1577278 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1577665.500000 Penalty: 4617.268066
	Iteration 2F: 3 clusters Score -1577666 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1577992.750000 Penalty: 4617.268066
	Iteration 3F: 3 clusters Score -1577993 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1578294.875000 Penalty: 4617.268066
	Iteration 4F: 3 clusters Score -1578295 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1578541.625000 Penalty: 4617.268066
	Iteration 5Q: 3 clusters Score -1578542 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1578784.125000 Penalty: 4617.268066
	Iteration 6Q: 3 clusters Score -1578784 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1579015.000000 Penalty: 4617.268066
	Iteration 7Q: 3 clusters Score -1579015 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1579260.750000 Penalty: 4617.268066
	Iteration 8Q: 3 clusters Score -1579261 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1579530.625000 Penalty: 4617.268066
	Iteration 9Q: 3 clusters Score -1579531 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1579811.500000 Penalty: 4617.268066
	Iteration 10Q: 3 clusters Score -1579812 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1580069.250000 Penalty: 4617.268066
	Iteration 11Q: 3 clusters Score -1580069 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1580317.000000 Penalty: 4617.268066
	Iteration 12Q: 3 clusters Score -1580317 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1580557.875000 Penalty: 4617.268066
	Iteration 13Q: 3 clusters Score -1580558 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1580744.750000 Penalty: 4617.268066
	Iteration 14Q: 3 clusters Score -1580745 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1580883.000000 Penalty: 4617.268066
	Iteration 15Q: 3 clusters Score -1580883 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1580987.375000 Penalty: 4617.268066
	Iteration 16Q: 3 clusters Score -1580987 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1581065.625000 Penalty: 4617.268066
	Iteration 17Q: 3 clusters Score -1581066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1581119.625000 Penalty: 4617.268066
	Iteration 18Q: 3 clusters Score -1581120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1581163.875000 Penalty: 4617.268066
	Iteration 19Q: 3 clusters Score -1581164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1581202.000000 Penalty: 4617.268066
	Iteration 20F: 3 clusters Score -1581202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1581235.375000 Penalty: 4617.268066
	Iteration 21Q: 3 clusters Score -1581235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1581268.250000 Penalty: 4617.268066
	Iteration 22Q: 3 clusters Score -1581268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1581296.500000 Penalty: 4617.268066
	Iteration 23Q: 3 clusters Score -1581296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1581315.000000 Penalty: 4617.268066
	Iteration 24Q: 3 clusters Score -1581315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1581344.750000 Penalty: 4617.268066
	Iteration 25Q: 3 clusters Score -1581345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1581378.250000 Penalty: 4617.268066
	Iteration 26Q: 3 clusters Score -1581378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1581401.750000 Penalty: 4617.268066
	Iteration 27Q: 3 clusters Score -1581402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1581417.000000 Penalty: 4617.268066
	Iteration 28Q: 3 clusters Score -1581417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1581428.375000 Penalty: 4617.268066
	Iteration 29Q: 3 clusters Score -1581428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1581435.500000 Penalty: 4617.268066
	Iteration 30Q: 3 clusters Score -1581436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1581444.125000 Penalty: 4617.268066
	Iteration 31Q: 3 clusters Score -1581444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1581445.375000 Penalty: 4617.268066
	Iteration 32Q: 3 clusters Score -1581445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1581444.000000 Penalty: 4617.268066
	Iteration 33Q: 3 clusters Score -1581444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1581449.375000 Penalty: 4617.268066
	Iteration 34Q: 3 clusters Score -1581449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1581450.250000 Penalty: 4617.268066
	Iteration 35Q: 3 clusters Score -1581450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1581450.750000 Penalty: 4617.268066
	Iteration 36Q: 3 clusters Score -1581451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1581452.000000 Penalty: 4617.268066
	Iteration 37Q: 3 clusters Score -1581452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1581457.000000 Penalty: 4617.268066
	Iteration 38Q: 3 clusters Score -1581457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1581459.500000 Penalty: 4617.268066
	Iteration 39Q: 3 clusters Score -1581460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1581460.125000 Penalty: 4617.268066
	Iteration 40F: 3 clusters Score -1581460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1581460.875000 Penalty: 4617.268066
	Iteration 41Q: 3 clusters Score -1581461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1581460.875000 Penalty: 4617.268066
	Iteration 42F: 3 clusters Score -1581461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Entering Unmasked Estep 
Score: -3515499.750000 Penalty: 2513.705322
	Iteration 0F: 2 clusters Score -3515500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3498031.500000 Penalty: 5027.410645
	Iteration 0F: 3 clusters Score -3498032 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3504144.000000 Penalty: 5027.410645
	Iteration 1F: 3 clusters Score -3504144 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3504584.000000 Penalty: 5027.410645
	Iteration 2F: 3 clusters Score -3504584 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3504979.500000 Penalty: 5027.410645
	Iteration 3Q: 3 clusters Score -3504980 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3505367.250000 Penalty: 5027.410645
	Iteration 4Q: 3 clusters Score -3505367 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3505818.250000 Penalty: 5027.410645
	Iteration 5Q: 3 clusters Score -3505818 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3506275.000000 Penalty: 5027.410645
	Iteration 6Q: 3 clusters Score -3506275 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3506798.500000 Penalty: 5027.410645
	Iteration 7Q: 3 clusters Score -3506798 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3507331.250000 Penalty: 5027.410645
	Iteration 8Q: 3 clusters Score -3507331 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3507900.250000 Penalty: 5027.410645
	Iteration 9Q: 3 clusters Score -3507900 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3508583.500000 Penalty: 5027.410645
	Iteration 10Q: 3 clusters Score -3508584 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3509348.500000 Penalty: 5027.410645
	Iteration 11Q: 3 clusters Score -3509348 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3510070.500000 Penalty: 5027.410645
	Iteration 12Q: 3 clusters Score -3510070 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3510646.000000 Penalty: 5027.410645
	Iteration 13Q: 3 clusters Score -3510646 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3511125.250000 Penalty: 5027.410645
	Iteration 14Q: 3 clusters Score -3511125 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3511520.000000 Penalty: 5027.410645
	Iteration 15Q: 3 clusters Score -3511520 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3511797.250000 Penalty: 5027.410645
	Iteration 16Q: 3 clusters Score -3511797 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3511993.750000 Penalty: 5027.410645
	Iteration 17Q: 3 clusters Score -3511994 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3512182.000000 Penalty: 5027.410645
	Iteration 18Q: 3 clusters Score -3512182 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3512353.250000 Penalty: 5027.410645
	Iteration 19Q: 3 clusters Score -3512353 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3512515.750000 Penalty: 5027.410645
	Iteration 20F: 3 clusters Score -3512516 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3512667.250000 Penalty: 5027.410645
	Iteration 21Q: 3 clusters Score -3512667 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3512815.000000 Penalty: 5027.410645
	Iteration 22Q: 3 clusters Score -3512815 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3512913.750000 Penalty: 5027.410645
	Iteration 23Q: 3 clusters Score -3512914 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3513021.500000 Penalty: 5027.410645
	Iteration 24Q: 3 clusters Score -3513022 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3513091.750000 Penalty: 5027.410645
	Iteration 25Q: 3 clusters Score -3513092 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3513156.000000 Penalty: 5027.410645
	Iteration 26Q: 3 clusters Score -3513156 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3513213.250000 Penalty: 5027.410645
	Iteration 27Q: 3 clusters Score -3513213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3513273.250000 Penalty: 5027.410645
	Iteration 28Q: 3 clusters Score -3513273 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3513330.250000 Penalty: 5027.410645
	Iteration 29Q: 3 clusters Score -3513330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3513382.000000 Penalty: 5027.410645
	Iteration 30Q: 3 clusters Score -3513382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3513435.750000 Penalty: 5027.410645
	Iteration 31Q: 3 clusters Score -3513436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3513485.000000 Penalty: 5027.410645
	Iteration 32Q: 3 clusters Score -3513485 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3513524.250000 Penalty: 5027.410645
	Iteration 33Q: 3 clusters Score -3513524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3513558.250000 Penalty: 5027.410645
	Iteration 34Q: 3 clusters Score -3513558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3513588.500000 Penalty: 5027.410645
	Iteration 35Q: 3 clusters Score -3513588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3513626.250000 Penalty: 5027.410645
	Iteration 36Q: 3 clusters Score -3513626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3513647.750000 Penalty: 5027.410645
	Iteration 37Q: 3 clusters Score -3513648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3513675.500000 Penalty: 5027.410645
	Iteration 38Q: 3 clusters Score -3513676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3513692.500000 Penalty: 5027.410645
	Iteration 39Q: 3 clusters Score -3513692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3513703.000000 Penalty: 5027.410645
	Iteration 40F: 3 clusters Score -3513703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3513715.250000 Penalty: 5027.410645
	Iteration 41Q: 3 clusters Score -3513715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3513724.000000 Penalty: 5027.410645
	Iteration 42Q: 3 clusters Score -3513724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3513724.750000 Penalty: 5027.410645
	Iteration 43Q: 3 clusters Score -3513725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3513730.000000 Penalty: 5027.410645
	Iteration 44Q: 3 clusters Score -3513730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3513732.500000 Penalty: 5027.410645
	Iteration 45Q: 3 clusters Score -3513732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3513733.750000 Penalty: 5027.410645
	Iteration 46Q: 3 clusters Score -3513734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3513735.000000 Penalty: 5027.410645
	Iteration 47Q: 3 clusters Score -3513735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3513739.000000 Penalty: 5027.410645
	Iteration 48Q: 3 clusters Score -3513739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3513739.250000 Penalty: 5027.410645
	Iteration 49Q: 3 clusters Score -3513739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3513739.250000 Penalty: 5027.410645
	Iteration 50F: 3 clusters Score -3513739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -54777.625000 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -54777.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53375.664062 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -53375.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53546.164062 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -53546.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53596.164062 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -53596.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53631.250000 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -53631.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53647.566406 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -53647.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53690.863281 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -53690.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53723.781250 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -53723.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53726.425781 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -53726.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53734.562500 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -53734.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53755.644531 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -53755.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53782.289062 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -53782.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53795.480469 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -53795.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53800.402344 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -53800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53807.714844 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -53807.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53814.003906 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -53814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53821.066406 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -53821.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53827.550781 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -53827.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53834.023438 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -53834.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53847.820312 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -53847.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53866.957031 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -53866.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53872.164062 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -53872.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Entering Unmasked Estep 
Score: -1504972.625000 Penalty: 2295.744385
	Iteration 0F: 2 clusters Score -1504973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1497001.000000 Penalty: 4591.488770
	Iteration 0F: 3 clusters Score -1497001 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1499376.375000 Penalty: 4591.488770
	Iteration 1F: 3 clusters Score -1499376 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1499796.750000 Penalty: 4591.488770
	Iteration 2F: 3 clusters Score -1499797 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1500119.000000 Penalty: 4591.488770
	Iteration 3F: 3 clusters Score -1500119 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1500387.375000 Penalty: 4591.488770
	Iteration 4Q: 3 clusters Score -1500387 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1500609.375000 Penalty: 4591.488770
	Iteration 5Q: 3 clusters Score -1500609 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1500803.500000 Penalty: 4591.488770
	Iteration 6Q: 3 clusters Score -1500804 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1500980.875000 Penalty: 4591.488770
	Iteration 7Q: 3 clusters Score -1500981 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1501176.000000 Penalty: 4591.488770
	Iteration 8Q: 3 clusters Score -1501176 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1501410.875000 Penalty: 4591.488770
	Iteration 9Q: 3 clusters Score -1501411 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1501672.000000 Penalty: 4591.488770
	Iteration 10Q: 3 clusters Score -1501672 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1501973.375000 Penalty: 4591.488770
	Iteration 11Q: 3 clusters Score -1501973 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1502325.375000 Penalty: 4591.488770
	Iteration 12Q: 3 clusters Score -1502325 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1502693.375000 Penalty: 4591.488770
	Iteration 13Q: 3 clusters Score -1502693 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1503014.125000 Penalty: 4591.488770
	Iteration 14Q: 3 clusters Score -1503014 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1503291.375000 Penalty: 4591.488770
	Iteration 15Q: 3 clusters Score -1503291 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1503496.625000 Penalty: 4591.488770
	Iteration 16Q: 3 clusters Score -1503497 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1503629.000000 Penalty: 4591.488770
	Iteration 17Q: 3 clusters Score -1503629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1503751.750000 Penalty: 4591.488770
	Iteration 18Q: 3 clusters Score -1503752 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1503870.625000 Penalty: 4591.488770
	Iteration 19Q: 3 clusters Score -1503871 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1503947.500000 Penalty: 4591.488770
	Iteration 20F: 3 clusters Score -1503948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1504003.250000 Penalty: 4591.488770
	Iteration 21Q: 3 clusters Score -1504003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1504040.750000 Penalty: 4591.488770
	Iteration 22Q: 3 clusters Score -1504041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1504069.625000 Penalty: 4591.488770
	Iteration 23Q: 3 clusters Score -1504070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1504101.500000 Penalty: 4591.488770
	Iteration 24Q: 3 clusters Score -1504102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1504127.500000 Penalty: 4591.488770
	Iteration 25Q: 3 clusters Score -1504128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1504145.250000 Penalty: 4591.488770
	Iteration 26Q: 3 clusters Score -1504145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1504158.875000 Penalty: 4591.488770
	Iteration 27Q: 3 clusters Score -1504159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1504164.000000 Penalty: 4591.488770
	Iteration 28Q: 3 clusters Score -1504164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1504173.000000 Penalty: 4591.488770
	Iteration 29Q: 3 clusters Score -1504173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1504183.875000 Penalty: 4591.488770
	Iteration 30Q: 3 clusters Score -1504184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1504185.500000 Penalty: 4591.488770
	Iteration 31Q: 3 clusters Score -1504186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1504189.750000 Penalty: 4591.488770
	Iteration 32Q: 3 clusters Score -1504190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1504190.500000 Penalty: 4591.488770
	Iteration 33Q: 3 clusters Score -1504190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1504191.375000 Penalty: 4591.488770
	Iteration 34Q: 3 clusters Score -1504191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1504189.375000 Penalty: 4591.488770
	Iteration 35Q: 3 clusters Score -1504189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1504193.000000 Penalty: 4591.488770
	Iteration 36Q: 3 clusters Score -1504193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1504192.875000 Penalty: 4591.488770
	Iteration 37Q: 3 clusters Score -1504193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1504192.875000 Penalty: 4591.488770
	Iteration 38F: 3 clusters Score -1504193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -23595.708984 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -23595.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22442.998047 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -22443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22651.513672 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -22651.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22745.435547 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -22745.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22750.322266 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -22750.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22750.322266 Penalty: 2748.466797
	Iteration 4F: 3 clusters Score -22750.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Entering Unmasked Estep 
Score: -2015129.375000 Penalty: 2361.965820
	Iteration 0F: 2 clusters Score -2015129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2005157.375000 Penalty: 4723.931641
	Iteration 0F: 3 clusters Score -2005157 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2008279.625000 Penalty: 4723.931641
	Iteration 1F: 3 clusters Score -2008280 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2008616.500000 Penalty: 4723.931641
	Iteration 2F: 3 clusters Score -2008616 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2008893.875000 Penalty: 4723.931641
	Iteration 3Q: 3 clusters Score -2008894 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2009109.750000 Penalty: 4723.931641
	Iteration 4Q: 3 clusters Score -2009110 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2009333.000000 Penalty: 4723.931641
	Iteration 5Q: 3 clusters Score -2009333 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2009531.750000 Penalty: 4723.931641
	Iteration 6Q: 3 clusters Score -2009532 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2009733.875000 Penalty: 4723.931641
	Iteration 7Q: 3 clusters Score -2009734 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2009964.875000 Penalty: 4723.931641
	Iteration 8Q: 3 clusters Score -2009965 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2010205.875000 Penalty: 4723.931641
	Iteration 9Q: 3 clusters Score -2010206 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2010473.000000 Penalty: 4723.931641
	Iteration 10Q: 3 clusters Score -2010473 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2010751.500000 Penalty: 4723.931641
	Iteration 11Q: 3 clusters Score -2010752 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2011029.250000 Penalty: 4723.931641
	Iteration 12Q: 3 clusters Score -2011029 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2011310.500000 Penalty: 4723.931641
	Iteration 13Q: 3 clusters Score -2011310 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2011581.500000 Penalty: 4723.931641
	Iteration 14Q: 3 clusters Score -2011582 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2011833.625000 Penalty: 4723.931641
	Iteration 15Q: 3 clusters Score -2011834 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2012067.000000 Penalty: 4723.931641
	Iteration 16Q: 3 clusters Score -2012067 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2012257.250000 Penalty: 4723.931641
	Iteration 17Q: 3 clusters Score -2012257 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2012388.375000 Penalty: 4723.931641
	Iteration 18Q: 3 clusters Score -2012388 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2012522.000000 Penalty: 4723.931641
	Iteration 19Q: 3 clusters Score -2012522 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2012638.750000 Penalty: 4723.931641
	Iteration 20F: 3 clusters Score -2012639 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2012704.250000 Penalty: 4723.931641
	Iteration 21Q: 3 clusters Score -2012704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2012768.125000 Penalty: 4723.931641
	Iteration 22Q: 3 clusters Score -2012768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2012829.125000 Penalty: 4723.931641
	Iteration 23Q: 3 clusters Score -2012829 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2012876.125000 Penalty: 4723.931641
	Iteration 24Q: 3 clusters Score -2012876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2012907.125000 Penalty: 4723.931641
	Iteration 25Q: 3 clusters Score -2012907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2012937.875000 Penalty: 4723.931641
	Iteration 26Q: 3 clusters Score -2012938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2012967.250000 Penalty: 4723.931641
	Iteration 27Q: 3 clusters Score -2012967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2012999.125000 Penalty: 4723.931641
	Iteration 28Q: 3 clusters Score -2012999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2013025.250000 Penalty: 4723.931641
	Iteration 29Q: 3 clusters Score -2013025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2013039.125000 Penalty: 4723.931641
	Iteration 30Q: 3 clusters Score -2013039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2013056.625000 Penalty: 4723.931641
	Iteration 31Q: 3 clusters Score -2013057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2013070.875000 Penalty: 4723.931641
	Iteration 32Q: 3 clusters Score -2013071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2013083.750000 Penalty: 4723.931641
	Iteration 33Q: 3 clusters Score -2013084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2013085.375000 Penalty: 4723.931641
	Iteration 34Q: 3 clusters Score -2013085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2013094.500000 Penalty: 4723.931641
	Iteration 35Q: 3 clusters Score -2013094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2013102.000000 Penalty: 4723.931641
	Iteration 36Q: 3 clusters Score -2013102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2013104.250000 Penalty: 4723.931641
	Iteration 37Q: 3 clusters Score -2013104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2013107.250000 Penalty: 4723.931641
	Iteration 38Q: 3 clusters Score -2013107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2013106.625000 Penalty: 4723.931641
	Iteration 39Q: 3 clusters Score -2013107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2013107.625000 Penalty: 4723.931641
	Iteration 40F: 3 clusters Score -2013108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Entering Unmasked Estep 
Score: -1642875.125000 Penalty: 2347.834229
	Iteration 0F: 2 clusters Score -1642875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1633340.500000 Penalty: 4695.668457
	Iteration 0F: 3 clusters Score -1633340 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1636455.500000 Penalty: 4695.668457
	Iteration 1F: 3 clusters Score -1636456 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1636879.000000 Penalty: 4695.668457
	Iteration 2F: 3 clusters Score -1636879 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1637180.000000 Penalty: 4695.668457
	Iteration 3F: 3 clusters Score -1637180 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1637426.000000 Penalty: 4695.668457
	Iteration 4Q: 3 clusters Score -1637426 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1637661.000000 Penalty: 4695.668457
	Iteration 5Q: 3 clusters Score -1637661 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1637882.875000 Penalty: 4695.668457
	Iteration 6Q: 3 clusters Score -1637883 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1638124.250000 Penalty: 4695.668457
	Iteration 7Q: 3 clusters Score -1638124 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1638362.500000 Penalty: 4695.668457
	Iteration 8Q: 3 clusters Score -1638362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1638622.375000 Penalty: 4695.668457
	Iteration 9Q: 3 clusters Score -1638622 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1638907.875000 Penalty: 4695.668457
	Iteration 10Q: 3 clusters Score -1638908 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1639160.125000 Penalty: 4695.668457
	Iteration 11Q: 3 clusters Score -1639160 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1639406.250000 Penalty: 4695.668457
	Iteration 12Q: 3 clusters Score -1639406 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1639650.375000 Penalty: 4695.668457
	Iteration 13Q: 3 clusters Score -1639650 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1639860.000000 Penalty: 4695.668457
	Iteration 14Q: 3 clusters Score -1639860 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1640012.875000 Penalty: 4695.668457
	Iteration 15Q: 3 clusters Score -1640013 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1640123.875000 Penalty: 4695.668457
	Iteration 16Q: 3 clusters Score -1640124 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1640228.750000 Penalty: 4695.668457
	Iteration 17Q: 3 clusters Score -1640229 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1640309.000000 Penalty: 4695.668457
	Iteration 18Q: 3 clusters Score -1640309 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1640386.375000 Penalty: 4695.668457
	Iteration 19Q: 3 clusters Score -1640386 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1640439.625000 Penalty: 4695.668457
	Iteration 20F: 3 clusters Score -1640440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1640474.750000 Penalty: 4695.668457
	Iteration 21Q: 3 clusters Score -1640475 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1640509.375000 Penalty: 4695.668457
	Iteration 22Q: 3 clusters Score -1640509 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1640550.375000 Penalty: 4695.668457
	Iteration 23Q: 3 clusters Score -1640550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1640589.875000 Penalty: 4695.668457
	Iteration 24Q: 3 clusters Score -1640590 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1640633.625000 Penalty: 4695.668457
	Iteration 25Q: 3 clusters Score -1640634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1640682.750000 Penalty: 4695.668457
	Iteration 26Q: 3 clusters Score -1640683 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1640758.500000 Penalty: 4695.668457
	Iteration 27Q: 3 clusters Score -1640758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1640867.375000 Penalty: 4695.668457
	Iteration 28Q: 3 clusters Score -1640867 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1640943.500000 Penalty: 4695.668457
	Iteration 29Q: 3 clusters Score -1640944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1641008.875000 Penalty: 4695.668457
	Iteration 30Q: 3 clusters Score -1641009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1641050.375000 Penalty: 4695.668457
	Iteration 31Q: 3 clusters Score -1641050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1641074.625000 Penalty: 4695.668457
	Iteration 32Q: 3 clusters Score -1641075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1641092.750000 Penalty: 4695.668457
	Iteration 33Q: 3 clusters Score -1641093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1641103.625000 Penalty: 4695.668457
	Iteration 34Q: 3 clusters Score -1641104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1641110.375000 Penalty: 4695.668457
	Iteration 35Q: 3 clusters Score -1641110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1641121.625000 Penalty: 4695.668457
	Iteration 36Q: 3 clusters Score -1641122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1641120.750000 Penalty: 4695.668457
	Iteration 37Q: 3 clusters Score -1641121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1641126.750000 Penalty: 4695.668457
	Iteration 38Q: 3 clusters Score -1641127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1641128.375000 Penalty: 4695.668457
	Iteration 39Q: 3 clusters Score -1641128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1641134.000000 Penalty: 4695.668457
	Iteration 40F: 3 clusters Score -1641134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1641139.250000 Penalty: 4695.668457
	Iteration 41Q: 3 clusters Score -1641139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1641136.625000 Penalty: 4695.668457
	Iteration 42Q: 3 clusters Score -1641137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1641141.125000 Penalty: 4695.668457
	Iteration 43Q: 3 clusters Score -1641141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1641142.125000 Penalty: 4695.668457
	Iteration 44Q: 3 clusters Score -1641142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1641142.250000 Penalty: 4695.668457
	Iteration 45Q: 3 clusters Score -1641142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1641139.000000 Penalty: 4695.668457
	Iteration 46Q: 3 clusters Score -1641139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1641143.375000 Penalty: 4695.668457
	Iteration 47Q: 3 clusters Score -1641143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1641143.500000 Penalty: 4695.668457
	Iteration 48Q: 3 clusters Score -1641144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1641143.500000 Penalty: 4695.668457
	Iteration 49F: 3 clusters Score -1641144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -31310.513672 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -31310.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30203.189453 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -30203.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30272.656250 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -30272.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30290.099609 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -30290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30292.281250 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -30292.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30292.281250 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -30292.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Entering Unmasked Estep 
Score: -2429062.500000 Penalty: 2409.974609
	Iteration 0F: 2 clusters Score -2429062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2417281.250000 Penalty: 4819.949219
	Iteration 0F: 3 clusters Score -2417281 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2421081.000000 Penalty: 4819.949219
	Iteration 1F: 3 clusters Score -2421081 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2421416.500000 Penalty: 4819.949219
	Iteration 2F: 3 clusters Score -2421416 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2421686.750000 Penalty: 4819.949219
	Iteration 3Q: 3 clusters Score -2421687 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2421947.750000 Penalty: 4819.949219
	Iteration 4Q: 3 clusters Score -2421948 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2422236.000000 Penalty: 4819.949219
	Iteration 5Q: 3 clusters Score -2422236 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2422553.250000 Penalty: 4819.949219
	Iteration 6Q: 3 clusters Score -2422553 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2422929.500000 Penalty: 4819.949219
	Iteration 7Q: 3 clusters Score -2422930 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2423395.750000 Penalty: 4819.949219
	Iteration 8Q: 3 clusters Score -2423396 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2423923.000000 Penalty: 4819.949219
	Iteration 9Q: 3 clusters Score -2423923 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2424554.750000 Penalty: 4819.949219
	Iteration 10F: 3 clusters Score -2424555 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2425183.750000 Penalty: 4819.949219
	Iteration 11Q: 3 clusters Score -2425184 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2425709.750000 Penalty: 4819.949219
	Iteration 12Q: 3 clusters Score -2425710 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2426120.500000 Penalty: 4819.949219
	Iteration 13Q: 3 clusters Score -2426120 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2426436.000000 Penalty: 4819.949219
	Iteration 14Q: 3 clusters Score -2426436 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2426590.500000 Penalty: 4819.949219
	Iteration 15Q: 3 clusters Score -2426590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2426705.250000 Penalty: 4819.949219
	Iteration 16Q: 3 clusters Score -2426705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2426775.250000 Penalty: 4819.949219
	Iteration 17Q: 3 clusters Score -2426775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2426828.000000 Penalty: 4819.949219
	Iteration 18Q: 3 clusters Score -2426828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2426854.250000 Penalty: 4819.949219
	Iteration 19Q: 3 clusters Score -2426854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2426876.250000 Penalty: 4819.949219
	Iteration 20F: 3 clusters Score -2426876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2426887.250000 Penalty: 4819.949219
	Iteration 21Q: 3 clusters Score -2426887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2426899.000000 Penalty: 4819.949219
	Iteration 22Q: 3 clusters Score -2426899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2426906.750000 Penalty: 4819.949219
	Iteration 23Q: 3 clusters Score -2426907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2426911.750000 Penalty: 4819.949219
	Iteration 24Q: 3 clusters Score -2426912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2426918.750000 Penalty: 4819.949219
	Iteration 25Q: 3 clusters Score -2426919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2426924.750000 Penalty: 4819.949219
	Iteration 26Q: 3 clusters Score -2426925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2426925.250000 Penalty: 4819.949219
	Iteration 27Q: 3 clusters Score -2426925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2426935.250000 Penalty: 4819.949219
	Iteration 28Q: 3 clusters Score -2426935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2426940.250000 Penalty: 4819.949219
	Iteration 29Q: 3 clusters Score -2426940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2426944.500000 Penalty: 4819.949219
	Iteration 30Q: 3 clusters Score -2426944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2426946.000000 Penalty: 4819.949219
	Iteration 31Q: 3 clusters Score -2426946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2426946.250000 Penalty: 4819.949219
	Iteration 32Q: 3 clusters Score -2426946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2426948.750000 Penalty: 4819.949219
	Iteration 33Q: 3 clusters Score -2426949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2426952.250000 Penalty: 4819.949219
	Iteration 34Q: 3 clusters Score -2426952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2426955.000000 Penalty: 4819.949219
	Iteration 35Q: 3 clusters Score -2426955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2426956.500000 Penalty: 4819.949219
	Iteration 36Q: 3 clusters Score -2426956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2426959.000000 Penalty: 4819.949219
	Iteration 37Q: 3 clusters Score -2426959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2426961.750000 Penalty: 4819.949219
	Iteration 38Q: 3 clusters Score -2426962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2426961.750000 Penalty: 4819.949219
	Iteration 39F: 3 clusters Score -2426962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Entering Unmasked Estep 
Score: -391139.000000 Penalty: 1960.823730
	Iteration 0F: 2 clusters Score -391139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -388002.906250 Penalty: 3921.647461
	Iteration 0F: 3 clusters Score -388002.9 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -388602.750000 Penalty: 3921.647461
	Iteration 1F: 3 clusters Score -388602.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -388758.500000 Penalty: 3921.647461
	Iteration 2F: 3 clusters Score -388758.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -388838.593750 Penalty: 3921.647461
	Iteration 3Q: 3 clusters Score -388838.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -388897.281250 Penalty: 3921.647461
	Iteration 4Q: 3 clusters Score -388897.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -388961.468750 Penalty: 3921.647461
	Iteration 5Q: 3 clusters Score -388961.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -389018.656250 Penalty: 3921.647461
	Iteration 6Q: 3 clusters Score -389018.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -389081.468750 Penalty: 3921.647461
	Iteration 7Q: 3 clusters Score -389081.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -389131.156250 Penalty: 3921.647461
	Iteration 8Q: 3 clusters Score -389131.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -389176.718750 Penalty: 3921.647461
	Iteration 9Q: 3 clusters Score -389176.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -389213.875000 Penalty: 3921.647461
	Iteration 10Q: 3 clusters Score -389213.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -389244.468750 Penalty: 3921.647461
	Iteration 11Q: 3 clusters Score -389244.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -389267.250000 Penalty: 3921.647461
	Iteration 12Q: 3 clusters Score -389267.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -389286.343750 Penalty: 3921.647461
	Iteration 13Q: 3 clusters Score -389286.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -389306.093750 Penalty: 3921.647461
	Iteration 14Q: 3 clusters Score -389306.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -389324.937500 Penalty: 3921.647461
	Iteration 15Q: 3 clusters Score -389324.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -389344.562500 Penalty: 3921.647461
	Iteration 16Q: 3 clusters Score -389344.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -389356.718750 Penalty: 3921.647461
	Iteration 17Q: 3 clusters Score -389356.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -389369.218750 Penalty: 3921.647461
	Iteration 18Q: 3 clusters Score -389369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -389378.500000 Penalty: 3921.647461
	Iteration 19Q: 3 clusters Score -389378.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -389393.062500 Penalty: 3921.647461
	Iteration 20F: 3 clusters Score -389393.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -389403.718750 Penalty: 3921.647461
	Iteration 21Q: 3 clusters Score -389403.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -389418.562500 Penalty: 3921.647461
	Iteration 22Q: 3 clusters Score -389418.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -389435.500000 Penalty: 3921.647461
	Iteration 23Q: 3 clusters Score -389435.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -389449.156250 Penalty: 3921.647461
	Iteration 24Q: 3 clusters Score -389449.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -389462.812500 Penalty: 3921.647461
	Iteration 25Q: 3 clusters Score -389462.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -389482.187500 Penalty: 3921.647461
	Iteration 26Q: 3 clusters Score -389482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -389495.625000 Penalty: 3921.647461
	Iteration 27Q: 3 clusters Score -389495.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -389506.531250 Penalty: 3921.647461
	Iteration 28Q: 3 clusters Score -389506.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -389514.656250 Penalty: 3921.647461
	Iteration 29Q: 3 clusters Score -389514.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -389524.812500 Penalty: 3921.647461
	Iteration 30Q: 3 clusters Score -389524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -389532.312500 Penalty: 3921.647461
	Iteration 31Q: 3 clusters Score -389532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -389536.718750 Penalty: 3921.647461
	Iteration 32Q: 3 clusters Score -389536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -389539.593750 Penalty: 3921.647461
	Iteration 33Q: 3 clusters Score -389539.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -389547.062500 Penalty: 3921.647461
	Iteration 34Q: 3 clusters Score -389547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -389551.468750 Penalty: 3921.647461
	Iteration 35Q: 3 clusters Score -389551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -389554.093750 Penalty: 3921.647461
	Iteration 36Q: 3 clusters Score -389554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -389557.625000 Penalty: 3921.647461
	Iteration 37Q: 3 clusters Score -389557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -389560.375000 Penalty: 3921.647461
	Iteration 38Q: 3 clusters Score -389560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -389563.812500 Penalty: 3921.647461
	Iteration 39Q: 3 clusters Score -389563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -389565.531250 Penalty: 3921.647461
	Iteration 40F: 3 clusters Score -389565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -389566.781250 Penalty: 3921.647461
	Iteration 41Q: 3 clusters Score -389566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -389567.656250 Penalty: 3921.647461
	Iteration 42Q: 3 clusters Score -389567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -389567.656250 Penalty: 3921.647461
	Iteration 43F: 3 clusters Score -389567.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Entering Unmasked Estep 
Score: -6978676.500000 Penalty: 2671.059082
	Iteration 0F: 2 clusters Score -6978676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -6946570.500000 Penalty: 5342.118164
	Iteration 0F: 3 clusters Score -6946570 nChanged 22010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6959173.000000 Penalty: 5342.118164
	Iteration 1F: 3 clusters Score -6959173 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6959888.000000 Penalty: 5342.118164
	Iteration 2Q: 3 clusters Score -6959888 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -6960587.500000 Penalty: 5342.118164
	Iteration 3Q: 3 clusters Score -6960588 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -6961330.500000 Penalty: 5342.118164
	Iteration 4Q: 3 clusters Score -6961330 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -6962058.500000 Penalty: 5342.118164
	Iteration 5Q: 3 clusters Score -6962058 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6962817.000000 Penalty: 5342.118164
	Iteration 6Q: 3 clusters Score -6962817 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -6963550.500000 Penalty: 5342.118164
	Iteration 7Q: 3 clusters Score -6963550 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -6964262.500000 Penalty: 5342.118164
	Iteration 8Q: 3 clusters Score -6964262 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -6964887.500000 Penalty: 5342.118164
	Iteration 9Q: 3 clusters Score -6964888 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6965559.000000 Penalty: 5342.118164
	Iteration 10Q: 3 clusters Score -6965559 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -6966243.000000 Penalty: 5342.118164
	Iteration 11Q: 3 clusters Score -6966243 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -6967112.000000 Penalty: 5342.118164
	Iteration 12Q: 3 clusters Score -6967112 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -6968196.500000 Penalty: 5342.118164
	Iteration 13Q: 3 clusters Score -6968196 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -6969322.000000 Penalty: 5342.118164
	Iteration 14Q: 3 clusters Score -6969322 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -6970237.000000 Penalty: 5342.118164
	Iteration 15Q: 3 clusters Score -6970237 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -6970858.000000 Penalty: 5342.118164
	Iteration 16Q: 3 clusters Score -6970858 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -6971232.500000 Penalty: 5342.118164
	Iteration 17Q: 3 clusters Score -6971232 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -6971521.000000 Penalty: 5342.118164
	Iteration 18Q: 3 clusters Score -6971521 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -6971723.000000 Penalty: 5342.118164
	Iteration 19Q: 3 clusters Score -6971723 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -6971937.500000 Penalty: 5342.118164
	Iteration 20F: 3 clusters Score -6971938 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -6972104.000000 Penalty: 5342.118164
	Iteration 21Q: 3 clusters Score -6972104 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -6972221.500000 Penalty: 5342.118164
	Iteration 22Q: 3 clusters Score -6972222 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -6972331.000000 Penalty: 5342.118164
	Iteration 23Q: 3 clusters Score -6972331 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -6972417.000000 Penalty: 5342.118164
	Iteration 24Q: 3 clusters Score -6972417 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6972485.000000 Penalty: 5342.118164
	Iteration 25Q: 3 clusters Score -6972485 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -6972567.000000 Penalty: 5342.118164
	Iteration 26Q: 3 clusters Score -6972567 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -6972614.500000 Penalty: 5342.118164
	Iteration 27Q: 3 clusters Score -6972614 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -6972659.000000 Penalty: 5342.118164
	Iteration 28Q: 3 clusters Score -6972659 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -6972705.000000 Penalty: 5342.118164
	Iteration 29Q: 3 clusters Score -6972705 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -6972744.500000 Penalty: 5342.118164
	Iteration 30Q: 3 clusters Score -6972744 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -6972798.500000 Penalty: 5342.118164
	Iteration 31Q: 3 clusters Score -6972798 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -6972817.500000 Penalty: 5342.118164
	Iteration 32Q: 3 clusters Score -6972818 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6972859.500000 Penalty: 5342.118164
	Iteration 33Q: 3 clusters Score -6972860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -6972889.500000 Penalty: 5342.118164
	Iteration 34Q: 3 clusters Score -6972890 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -6972910.000000 Penalty: 5342.118164
	Iteration 35Q: 3 clusters Score -6972910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -6972916.000000 Penalty: 5342.118164
	Iteration 36Q: 3 clusters Score -6972916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6972940.500000 Penalty: 5342.118164
	Iteration 37Q: 3 clusters Score -6972940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -6972939.000000 Penalty: 5342.118164
	Iteration 38Q: 3 clusters Score -6972939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -6972941.500000 Penalty: 5342.118164
	Iteration 39Q: 3 clusters Score -6972942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6972946.000000 Penalty: 5342.118164
	Iteration 40F: 3 clusters Score -6972946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -6972947.000000 Penalty: 5342.118164
	Iteration 41Q: 3 clusters Score -6972947 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -6972973.500000 Penalty: 5342.118164
	Iteration 42Q: 3 clusters Score -6972974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -6972979.000000 Penalty: 5342.118164
	Iteration 43Q: 3 clusters Score -6972979 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6972969.000000 Penalty: 5342.118164
	Iteration 44Q: 3 clusters Score -6972969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -6972978.500000 Penalty: 5342.118164
	Iteration 45Q: 3 clusters Score -6972978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -6972967.000000 Penalty: 5342.118164
	Iteration 46Q: 3 clusters Score -6972967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -6972964.500000 Penalty: 5342.118164
	Iteration 47Q: 3 clusters Score -6972964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -6972973.000000 Penalty: 5342.118164
	Iteration 48Q: 3 clusters Score -6972973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -6972978.000000 Penalty: 5342.118164
	Iteration 49Q: 3 clusters Score -6972978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6972978.500000 Penalty: 5342.118164
	Iteration 50Q: 3 clusters Score -6972978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -6972990.000000 Penalty: 5342.118164
	Iteration 51Q: 3 clusters Score -6972990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -6973005.500000 Penalty: 5342.118164
	Iteration 52Q: 3 clusters Score -6973006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -6973003.500000 Penalty: 5342.118164
	Iteration 53Q: 3 clusters Score -6973004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6973009.500000 Penalty: 5342.118164
	Iteration 54Q: 3 clusters Score -6973010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -6973020.000000 Penalty: 5342.118164
	Iteration 55Q: 3 clusters Score -6973020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -6973013.000000 Penalty: 5342.118164
	Iteration 56Q: 3 clusters Score -6973013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6973017.000000 Penalty: 5342.118164
	Iteration 57Q: 3 clusters Score -6973017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -6973018.500000 Penalty: 5342.118164
	Iteration 58Q: 3 clusters Score -6973018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6973030.500000 Penalty: 5342.118164
	Iteration 59Q: 3 clusters Score -6973030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -6973019.500000 Penalty: 5342.118164
	Iteration 60F: 3 clusters Score -6973020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -6973039.000000 Penalty: 5342.118164
	Iteration 61Q: 3 clusters Score -6973039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -6973042.000000 Penalty: 5342.118164
	Iteration 62Q: 3 clusters Score -6973042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -6973034.000000 Penalty: 5342.118164
	Iteration 63Q: 3 clusters Score -6973034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -6973027.000000 Penalty: 5342.118164
	Iteration 64Q: 3 clusters Score -6973027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -6973033.500000 Penalty: 5342.118164
	Iteration 65Q: 3 clusters Score -6973034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6973036.500000 Penalty: 5342.118164
	Iteration 66Q: 3 clusters Score -6973036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -6973031.500000 Penalty: 5342.118164
	Iteration 67Q: 3 clusters Score -6973032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6973036.500000 Penalty: 5342.118164
	Iteration 68Q: 3 clusters Score -6973036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -6973045.000000 Penalty: 5342.118164
	Iteration 69Q: 3 clusters Score -6973045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -6973054.000000 Penalty: 5342.118164
	Iteration 70Q: 3 clusters Score -6973054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -6973056.000000 Penalty: 5342.118164
	Iteration 71Q: 3 clusters Score -6973056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -6973058.000000 Penalty: 5342.118164
	Iteration 72Q: 3 clusters Score -6973058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -6973047.000000 Penalty: 5342.118164
	Iteration 73Q: 3 clusters Score -6973047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -6973058.000000 Penalty: 5342.118164
	Iteration 74Q: 3 clusters Score -6973058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6973050.500000 Penalty: 5342.118164
	Iteration 75Q: 3 clusters Score -6973050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -6973050.500000 Penalty: 5342.118164
	Iteration 76Q: 3 clusters Score -6973050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -6973050.500000 Penalty: 5342.118164
	Iteration 77Q: 3 clusters Score -6973050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -6973042.000000 Penalty: 5342.118164
	Iteration 78Q: 3 clusters Score -6973042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -6973046.500000 Penalty: 5342.118164
	Iteration 79Q: 3 clusters Score -6973046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -6973048.000000 Penalty: 5342.118164
	Iteration 80F: 3 clusters Score -6973048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -6973050.500000 Penalty: 5342.118164
	Iteration 81Q: 3 clusters Score -6973050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -6973048.500000 Penalty: 5342.118164
	Iteration 82Q: 3 clusters Score -6973048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6973046.500000 Penalty: 5342.118164
	Iteration 83Q: 3 clusters Score -6973046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -6973049.500000 Penalty: 5342.118164
	Iteration 84Q: 3 clusters Score -6973050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -6973047.000000 Penalty: 5342.118164
	Iteration 85Q: 3 clusters Score -6973047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -6973045.500000 Penalty: 5342.118164
	Iteration 86Q: 3 clusters Score -6973046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -6973046.000000 Penalty: 5342.118164
	Iteration 87Q: 3 clusters Score -6973046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6973054.000000 Penalty: 5342.118164
	Iteration 88Q: 3 clusters Score -6973054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6973055.000000 Penalty: 5342.118164
	Iteration 89Q: 3 clusters Score -6973055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6973056.000000 Penalty: 5342.118164
	Iteration 90Q: 3 clusters Score -6973056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6973055.500000 Penalty: 5342.118164
	Iteration 91Q: 3 clusters Score -6973056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6973058.000000 Penalty: 5342.118164
	Iteration 92Q: 3 clusters Score -6973058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6973058.000000 Penalty: 5342.118164
	Iteration 93F: 3 clusters Score -6973058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -212042.406250 Penalty: 1861.225586
	Iteration 0F: 2 clusters Score -212042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -209547.937500 Penalty: 3722.451172
	Iteration 0F: 3 clusters Score -209547.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -209979.953125 Penalty: 3722.451172
	Iteration 1F: 3 clusters Score -209980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210116.578125 Penalty: 3722.451172
	Iteration 2F: 3 clusters Score -210116.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210197.562500 Penalty: 3722.451172
	Iteration 3F: 3 clusters Score -210197.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -210261.625000 Penalty: 3722.451172
	Iteration 4Q: 3 clusters Score -210261.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -210329.546875 Penalty: 3722.451172
	Iteration 5Q: 3 clusters Score -210329.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210393.843750 Penalty: 3722.451172
	Iteration 6Q: 3 clusters Score -210393.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -210485.937500 Penalty: 3722.451172
	Iteration 7Q: 3 clusters Score -210485.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -210599.343750 Penalty: 3722.451172
	Iteration 8Q: 3 clusters Score -210599.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210731.171875 Penalty: 3722.451172
	Iteration 9Q: 3 clusters Score -210731.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -210815.125000 Penalty: 3722.451172
	Iteration 10Q: 3 clusters Score -210815.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -210875.265625 Penalty: 3722.451172
	Iteration 11Q: 3 clusters Score -210875.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -210923.968750 Penalty: 3722.451172
	Iteration 12Q: 3 clusters Score -210924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -210957.984375 Penalty: 3722.451172
	Iteration 13Q: 3 clusters Score -210958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -210986.640625 Penalty: 3722.451172
	Iteration 14Q: 3 clusters Score -210986.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -211012.953125 Penalty: 3722.451172
	Iteration 15Q: 3 clusters Score -211013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -211030.500000 Penalty: 3722.451172
	Iteration 16Q: 3 clusters Score -211030.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -211051.203125 Penalty: 3722.451172
	Iteration 17Q: 3 clusters Score -211051.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -211068.968750 Penalty: 3722.451172
	Iteration 18Q: 3 clusters Score -211069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -211083.734375 Penalty: 3722.451172
	Iteration 19Q: 3 clusters Score -211083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -211091.515625 Penalty: 3722.451172
	Iteration 20F: 3 clusters Score -211091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -211102.046875 Penalty: 3722.451172
	Iteration 21Q: 3 clusters Score -211102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -211108.921875 Penalty: 3722.451172
	Iteration 22Q: 3 clusters Score -211108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -211118.234375 Penalty: 3722.451172
	Iteration 23Q: 3 clusters Score -211118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -211124.781250 Penalty: 3722.451172
	Iteration 24Q: 3 clusters Score -211124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -211130.390625 Penalty: 3722.451172
	Iteration 25Q: 3 clusters Score -211130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -211136.390625 Penalty: 3722.451172
	Iteration 26Q: 3 clusters Score -211136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -211140.140625 Penalty: 3722.451172
	Iteration 27Q: 3 clusters Score -211140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -211140.968750 Penalty: 3722.451172
	Iteration 28Q: 3 clusters Score -211141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -211140.968750 Penalty: 3722.451172
	Iteration 29F: 3 clusters Score -211141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (210498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210498 members 
Entering Unmasked Estep 
Score: -31422750.000000 Penalty: 3039.793457
	Iteration 0F: 2 clusters Score -3.142275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105454 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -31287792.000000 Penalty: 6079.586914
	Iteration 0F: 3 clusters Score -3.128779e+07 nChanged 101332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -31346854.000000 Penalty: 6079.586914
	Iteration 1F: 3 clusters Score -3.134685e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -31348136.000000 Penalty: 6079.586914
	Iteration 2Q: 3 clusters Score -3.134814e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115360 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -31349962.000000 Penalty: 6079.586914
	Iteration 3Q: 3 clusters Score -3.134996e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -31352760.000000 Penalty: 6079.586914
	Iteration 4Q: 3 clusters Score -3.135276e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -31357596.000000 Penalty: 6079.586914
	Iteration 5Q: 3 clusters Score -3.13576e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -31364856.000000 Penalty: 6079.586914
	Iteration 6F: 3 clusters Score -3.136486e+07 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -31375878.000000 Penalty: 6079.586914
	Iteration 7F: 3 clusters Score -3.137588e+07 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169754 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -31388154.000000 Penalty: 6079.586914
	Iteration 8F: 3 clusters Score -3.138815e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180689 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -31398018.000000 Penalty: 6079.586914
	Iteration 9F: 3 clusters Score -3.139802e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187881 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -31404434.000000 Penalty: 6079.586914
	Iteration 10Q: 3 clusters Score -3.140443e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192699 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -31408484.000000 Penalty: 6079.586914
	Iteration 11Q: 3 clusters Score -3.140848e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196385 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -31411168.000000 Penalty: 6079.586914
	Iteration 12Q: 3 clusters Score -3.141117e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199250 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -31413108.000000 Penalty: 6079.586914
	Iteration 13Q: 3 clusters Score -3.141311e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201622 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -31414508.000000 Penalty: 6079.586914
	Iteration 14Q: 3 clusters Score -3.141451e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203573 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -31415784.000000 Penalty: 6079.586914
	Iteration 15Q: 3 clusters Score -3.141578e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205120 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -31416922.000000 Penalty: 6079.586914
	Iteration 16Q: 3 clusters Score -3.141692e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206345 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -31417732.000000 Penalty: 6079.586914
	Iteration 17Q: 3 clusters Score -3.141773e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207227 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -31418318.000000 Penalty: 6079.586914
	Iteration 18Q: 3 clusters Score -3.141832e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207852 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -31418718.000000 Penalty: 6079.586914
	Iteration 19Q: 3 clusters Score -3.141872e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208316 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -31419064.000000 Penalty: 6079.586914
	Iteration 20F: 3 clusters Score -3.141906e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208646 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -31419296.000000 Penalty: 6079.586914
	Iteration 21Q: 3 clusters Score -3.14193e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208891 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -31419424.000000 Penalty: 6079.586914
	Iteration 22Q: 3 clusters Score -3.141942e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209063 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -31419560.000000 Penalty: 6079.586914
	Iteration 23Q: 3 clusters Score -3.141956e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209196 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -31419626.000000 Penalty: 6079.586914
	Iteration 24Q: 3 clusters Score -3.141963e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209304 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -31419718.000000 Penalty: 6079.586914
	Iteration 25Q: 3 clusters Score -3.141972e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209376 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -31419772.000000 Penalty: 6079.586914
	Iteration 26Q: 3 clusters Score -3.141977e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209442 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -31419780.000000 Penalty: 6079.586914
	Iteration 27Q: 3 clusters Score -3.141978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209492 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -31419846.000000 Penalty: 6079.586914
	Iteration 28Q: 3 clusters Score -3.141985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209522 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -31419880.000000 Penalty: 6079.586914
	Iteration 29Q: 3 clusters Score -3.141988e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209545 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -31419876.000000 Penalty: 6079.586914
	Iteration 30Q: 3 clusters Score -3.141988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209567 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -31419912.000000 Penalty: 6079.586914
	Iteration 31Q: 3 clusters Score -3.141991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -31419912.000000 Penalty: 6079.586914
	Iteration 32Q: 3 clusters Score -3.141991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209598 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -31419954.000000 Penalty: 6079.586914
	Iteration 33Q: 3 clusters Score -3.141995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209613 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -31419960.000000 Penalty: 6079.586914
	Iteration 34Q: 3 clusters Score -3.141996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209632 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -31420008.000000 Penalty: 6079.586914
	Iteration 35Q: 3 clusters Score -3.142001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209644 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -31420054.000000 Penalty: 6079.586914
	Iteration 36Q: 3 clusters Score -3.142005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209657 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -31420058.000000 Penalty: 6079.586914
	Iteration 37Q: 3 clusters Score -3.142006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209668 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -31420044.000000 Penalty: 6079.586914
	Iteration 38Q: 3 clusters Score -3.142004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209674 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -31420054.000000 Penalty: 6079.586914
	Iteration 39Q: 3 clusters Score -3.142005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209680 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -31420062.000000 Penalty: 6079.586914
	Iteration 40F: 3 clusters Score -3.142006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209686 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -31420082.000000 Penalty: 6079.586914
	Iteration 41Q: 3 clusters Score -3.142008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209691 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -31420092.000000 Penalty: 6079.586914
	Iteration 42Q: 3 clusters Score -3.142009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209694 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -31420100.000000 Penalty: 6079.586914
	Iteration 43Q: 3 clusters Score -3.14201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209696 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -31420082.000000 Penalty: 6079.586914
	Iteration 44Q: 3 clusters Score -3.142008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209698 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -31420094.000000 Penalty: 6079.586914
	Iteration 45Q: 3 clusters Score -3.142009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -31420078.000000 Penalty: 6079.586914
	Iteration 46Q: 3 clusters Score -3.142008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209701 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -31420086.000000 Penalty: 6079.586914
	Iteration 47Q: 3 clusters Score -3.142009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209701 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -31420086.000000 Penalty: 6079.586914
	Iteration 48Q: 3 clusters Score -3.142009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209702 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -31420106.000000 Penalty: 6079.586914
	Iteration 49Q: 3 clusters Score -3.142011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -31420092.000000 Penalty: 6079.586914
	Iteration 50Q: 3 clusters Score -3.142009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209709 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -31420110.000000 Penalty: 6079.586914
	Iteration 51Q: 3 clusters Score -3.142011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209712 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -31420108.000000 Penalty: 6079.586914
	Iteration 52Q: 3 clusters Score -3.142011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209713 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -31420090.000000 Penalty: 6079.586914
	Iteration 53Q: 3 clusters Score -3.142009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209715 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -31420088.000000 Penalty: 6079.586914
	Iteration 54Q: 3 clusters Score -3.142009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209714 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -31420090.000000 Penalty: 6079.586914
	Iteration 55Q: 3 clusters Score -3.142009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209713 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -31420090.000000 Penalty: 6079.586914
	Iteration 56Q: 3 clusters Score -3.142009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209713 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -31420104.000000 Penalty: 6079.586914
	Iteration 57Q: 3 clusters Score -3.14201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209714 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -31420098.000000 Penalty: 6079.586914
	Iteration 58Q: 3 clusters Score -3.14201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209715 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -31420100.000000 Penalty: 6079.586914
	Iteration 59Q: 3 clusters Score -3.14201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209718 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -31420100.000000 Penalty: 6079.586914
	Iteration 60F: 3 clusters Score -3.14201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -31420094.000000 Penalty: 6079.586914
	Iteration 61Q: 3 clusters Score -3.142009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209723 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -31420098.000000 Penalty: 6079.586914
	Iteration 62Q: 3 clusters Score -3.14201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209724 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -31420086.000000 Penalty: 6079.586914
	Iteration 63Q: 3 clusters Score -3.142009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209726 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -31420094.000000 Penalty: 6079.586914
	Iteration 64Q: 3 clusters Score -3.142009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209730 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -31420094.000000 Penalty: 6079.586914
	Iteration 65Q: 3 clusters Score -3.142009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209733 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -31420090.000000 Penalty: 6079.586914
	Iteration 66Q: 3 clusters Score -3.142009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209735 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -31420084.000000 Penalty: 6079.586914
	Iteration 67Q: 3 clusters Score -3.142008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -31420106.000000 Penalty: 6079.586914
	Iteration 68Q: 3 clusters Score -3.142011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209740 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -31420088.000000 Penalty: 6079.586914
	Iteration 69Q: 3 clusters Score -3.142009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209742 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -31420080.000000 Penalty: 6079.586914
	Iteration 70Q: 3 clusters Score -3.142008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209745 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -31420090.000000 Penalty: 6079.586914
	Iteration 71Q: 3 clusters Score -3.142009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209747 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -31420098.000000 Penalty: 6079.586914
	Iteration 72Q: 3 clusters Score -3.14201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209747 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -31420098.000000 Penalty: 6079.586914
	Iteration 73F: 3 clusters Score -3.14201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Entering Unmasked Estep 
Score: -9261542.000000 Penalty: 2739.242920
	Iteration 0F: 2 clusters Score -9261542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -9219270.000000 Penalty: 5478.485840
	Iteration 0F: 3 clusters Score -9219270 nChanged 29212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -9236336.000000 Penalty: 5478.485840
	Iteration 1F: 3 clusters Score -9236336 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -9237430.000000 Penalty: 5478.485840
	Iteration 2Q: 3 clusters Score -9237430 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -9238838.000000 Penalty: 5478.485840
	Iteration 3F: 3 clusters Score -9238838 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -9240434.000000 Penalty: 5478.485840
	Iteration 4F: 3 clusters Score -9240434 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -9242244.000000 Penalty: 5478.485840
	Iteration 5F: 3 clusters Score -9242244 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -9244182.000000 Penalty: 5478.485840
	Iteration 6F: 3 clusters Score -9244182 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -9246123.000000 Penalty: 5478.485840
	Iteration 7F: 3 clusters Score -9246123 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -9248194.000000 Penalty: 5478.485840
	Iteration 8F: 3 clusters Score -9248194 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -9250263.000000 Penalty: 5478.485840
	Iteration 9F: 3 clusters Score -9250263 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -9252332.000000 Penalty: 5478.485840
	Iteration 10Q: 3 clusters Score -9252332 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -9254331.000000 Penalty: 5478.485840
	Iteration 11Q: 3 clusters Score -9254331 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -9256014.000000 Penalty: 5478.485840
	Iteration 12Q: 3 clusters Score -9256014 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -9257110.000000 Penalty: 5478.485840
	Iteration 13Q: 3 clusters Score -9257110 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -9257906.000000 Penalty: 5478.485840
	Iteration 14Q: 3 clusters Score -9257906 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -9258415.000000 Penalty: 5478.485840
	Iteration 15Q: 3 clusters Score -9258415 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -9258672.000000 Penalty: 5478.485840
	Iteration 16Q: 3 clusters Score -9258672 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -9258797.000000 Penalty: 5478.485840
	Iteration 17Q: 3 clusters Score -9258797 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -9258923.000000 Penalty: 5478.485840
	Iteration 18Q: 3 clusters Score -9258923 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -9259007.000000 Penalty: 5478.485840
	Iteration 19Q: 3 clusters Score -9259007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -9259062.000000 Penalty: 5478.485840
	Iteration 20F: 3 clusters Score -9259062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -9259090.000000 Penalty: 5478.485840
	Iteration 21Q: 3 clusters Score -9259090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -9259130.000000 Penalty: 5478.485840
	Iteration 22Q: 3 clusters Score -9259130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -9259161.000000 Penalty: 5478.485840
	Iteration 23Q: 3 clusters Score -9259161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -9259183.000000 Penalty: 5478.485840
	Iteration 24Q: 3 clusters Score -9259183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -9259192.000000 Penalty: 5478.485840
	Iteration 25Q: 3 clusters Score -9259192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -9259187.000000 Penalty: 5478.485840
	Iteration 26Q: 3 clusters Score -9259187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -9259198.000000 Penalty: 5478.485840
	Iteration 27Q: 3 clusters Score -9259198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -9259209.000000 Penalty: 5478.485840
	Iteration 28Q: 3 clusters Score -9259209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -9259216.000000 Penalty: 5478.485840
	Iteration 29Q: 3 clusters Score -9259216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -9259221.000000 Penalty: 5478.485840
	Iteration 30Q: 3 clusters Score -9259221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -9259228.000000 Penalty: 5478.485840
	Iteration 31Q: 3 clusters Score -9259228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -9259228.000000 Penalty: 5478.485840
	Iteration 32F: 3 clusters Score -9259228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -538925.500000 Penalty: 2035.638428
	Iteration 0F: 2 clusters Score -538925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -535256.125000 Penalty: 4071.276855
	Iteration 0F: 3 clusters Score -535256.1 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -536056.750000 Penalty: 4071.276855
	Iteration 1F: 3 clusters Score -536056.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -536309.937500 Penalty: 4071.276855
	Iteration 2F: 3 clusters Score -536309.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -536516.562500 Penalty: 4071.276855
	Iteration 3F: 3 clusters Score -536516.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -536646.125000 Penalty: 4071.276855
	Iteration 4Q: 3 clusters Score -536646.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -536743.125000 Penalty: 4071.276855
	Iteration 5Q: 3 clusters Score -536743.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -536830.937500 Penalty: 4071.276855
	Iteration 6Q: 3 clusters Score -536830.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -536884.625000 Penalty: 4071.276855
	Iteration 7Q: 3 clusters Score -536884.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -536936.812500 Penalty: 4071.276855
	Iteration 8Q: 3 clusters Score -536936.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -536990.562500 Penalty: 4071.276855
	Iteration 9Q: 3 clusters Score -536990.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -537035.812500 Penalty: 4071.276855
	Iteration 10Q: 3 clusters Score -537035.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -537090.750000 Penalty: 4071.276855
	Iteration 11Q: 3 clusters Score -537090.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -537157.125000 Penalty: 4071.276855
	Iteration 12Q: 3 clusters Score -537157.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -537238.937500 Penalty: 4071.276855
	Iteration 13Q: 3 clusters Score -537238.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -537325.562500 Penalty: 4071.276855
	Iteration 14Q: 3 clusters Score -537325.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -537425.625000 Penalty: 4071.276855
	Iteration 15Q: 3 clusters Score -537425.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -537534.937500 Penalty: 4071.276855
	Iteration 16Q: 3 clusters Score -537534.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -537629.812500 Penalty: 4071.276855
	Iteration 17Q: 3 clusters Score -537629.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -537730.000000 Penalty: 4071.276855
	Iteration 18Q: 3 clusters Score -537730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -537826.687500 Penalty: 4071.276855
	Iteration 19Q: 3 clusters Score -537826.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -537956.562500 Penalty: 4071.276855
	Iteration 20F: 3 clusters Score -537956.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -538102.062500 Penalty: 4071.276855
	Iteration 21Q: 3 clusters Score -538102.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -538184.937500 Penalty: 4071.276855
	Iteration 22Q: 3 clusters Score -538184.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -538239.937500 Penalty: 4071.276855
	Iteration 23Q: 3 clusters Score -538239.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -538273.562500 Penalty: 4071.276855
	Iteration 24Q: 3 clusters Score -538273.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -538293.250000 Penalty: 4071.276855
	Iteration 25Q: 3 clusters Score -538293.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -538301.187500 Penalty: 4071.276855
	Iteration 26Q: 3 clusters Score -538301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -538305.937500 Penalty: 4071.276855
	Iteration 27Q: 3 clusters Score -538305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -538311.937500 Penalty: 4071.276855
	Iteration 28Q: 3 clusters Score -538311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -538313.875000 Penalty: 4071.276855
	Iteration 29Q: 3 clusters Score -538313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -538318.437500 Penalty: 4071.276855
	Iteration 30Q: 3 clusters Score -538318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -538319.937500 Penalty: 4071.276855
	Iteration 31Q: 3 clusters Score -538319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -538319.937500 Penalty: 4071.276855
	Iteration 32F: 3 clusters Score -538319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -860727.750000 Penalty: 2166.450195
	Iteration 0F: 2 clusters Score -860727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -855431.750000 Penalty: 4332.900391
	Iteration 0F: 3 clusters Score -855431.8 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -856866.375000 Penalty: 4332.900391
	Iteration 1F: 3 clusters Score -856866.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -857181.625000 Penalty: 4332.900391
	Iteration 2F: 3 clusters Score -857181.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -857429.062500 Penalty: 4332.900391
	Iteration 3F: 3 clusters Score -857429.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -857643.750000 Penalty: 4332.900391
	Iteration 4F: 3 clusters Score -857643.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -857835.250000 Penalty: 4332.900391
	Iteration 5Q: 3 clusters Score -857835.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -858022.125000 Penalty: 4332.900391
	Iteration 6Q: 3 clusters Score -858022.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -858213.500000 Penalty: 4332.900391
	Iteration 7Q: 3 clusters Score -858213.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -858383.000000 Penalty: 4332.900391
	Iteration 8Q: 3 clusters Score -858383 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -858518.312500 Penalty: 4332.900391
	Iteration 9Q: 3 clusters Score -858518.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -858641.625000 Penalty: 4332.900391
	Iteration 10Q: 3 clusters Score -858641.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -858759.625000 Penalty: 4332.900391
	Iteration 11Q: 3 clusters Score -858759.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -858873.500000 Penalty: 4332.900391
	Iteration 12Q: 3 clusters Score -858873.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -858983.437500 Penalty: 4332.900391
	Iteration 13Q: 3 clusters Score -858983.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -859069.187500 Penalty: 4332.900391
	Iteration 14Q: 3 clusters Score -859069.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -859136.500000 Penalty: 4332.900391
	Iteration 15Q: 3 clusters Score -859136.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -859195.187500 Penalty: 4332.900391
	Iteration 16Q: 3 clusters Score -859195.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -859247.125000 Penalty: 4332.900391
	Iteration 17Q: 3 clusters Score -859247.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -859284.812500 Penalty: 4332.900391
	Iteration 18Q: 3 clusters Score -859284.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -859308.937500 Penalty: 4332.900391
	Iteration 19Q: 3 clusters Score -859308.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -859330.375000 Penalty: 4332.900391
	Iteration 20F: 3 clusters Score -859330.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -859347.687500 Penalty: 4332.900391
	Iteration 21Q: 3 clusters Score -859347.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -859366.937500 Penalty: 4332.900391
	Iteration 22Q: 3 clusters Score -859366.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -859378.937500 Penalty: 4332.900391
	Iteration 23Q: 3 clusters Score -859378.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -859391.000000 Penalty: 4332.900391
	Iteration 24Q: 3 clusters Score -859391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -859398.062500 Penalty: 4332.900391
	Iteration 25Q: 3 clusters Score -859398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -859404.250000 Penalty: 4332.900391
	Iteration 26Q: 3 clusters Score -859404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -859407.437500 Penalty: 4332.900391
	Iteration 27Q: 3 clusters Score -859407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -859411.625000 Penalty: 4332.900391
	Iteration 28Q: 3 clusters Score -859411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -859414.937500 Penalty: 4332.900391
	Iteration 29Q: 3 clusters Score -859414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -859420.812500 Penalty: 4332.900391
	Iteration 30Q: 3 clusters Score -859420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -859428.312500 Penalty: 4332.900391
	Iteration 31Q: 3 clusters Score -859428.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -859435.500000 Penalty: 4332.900391
	Iteration 32Q: 3 clusters Score -859435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -859437.375000 Penalty: 4332.900391
	Iteration 33Q: 3 clusters Score -859437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -859438.625000 Penalty: 4332.900391
	Iteration 34Q: 3 clusters Score -859438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -859438.625000 Penalty: 4332.900391
	Iteration 35F: 3 clusters Score -859438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1159846.750000 Penalty: 2226.019043
	Iteration 0F: 2 clusters Score -1159847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1153460.625000 Penalty: 4452.038086
	Iteration 0F: 3 clusters Score -1153461 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1155185.625000 Penalty: 4452.038086
	Iteration 1F: 3 clusters Score -1155186 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1155473.250000 Penalty: 4452.038086
	Iteration 2F: 3 clusters Score -1155473 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1155699.625000 Penalty: 4452.038086
	Iteration 3F: 3 clusters Score -1155700 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1155896.125000 Penalty: 4452.038086
	Iteration 4Q: 3 clusters Score -1155896 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1156114.625000 Penalty: 4452.038086
	Iteration 5Q: 3 clusters Score -1156115 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1156316.875000 Penalty: 4452.038086
	Iteration 6Q: 3 clusters Score -1156317 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1156523.375000 Penalty: 4452.038086
	Iteration 7Q: 3 clusters Score -1156523 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1156710.250000 Penalty: 4452.038086
	Iteration 8Q: 3 clusters Score -1156710 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1156877.250000 Penalty: 4452.038086
	Iteration 9Q: 3 clusters Score -1156877 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1157020.750000 Penalty: 4452.038086
	Iteration 10Q: 3 clusters Score -1157021 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1157113.625000 Penalty: 4452.038086
	Iteration 11Q: 3 clusters Score -1157114 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1157198.875000 Penalty: 4452.038086
	Iteration 12Q: 3 clusters Score -1157199 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1157295.000000 Penalty: 4452.038086
	Iteration 13Q: 3 clusters Score -1157295 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1157378.000000 Penalty: 4452.038086
	Iteration 14Q: 3 clusters Score -1157378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1157447.125000 Penalty: 4452.038086
	Iteration 15Q: 3 clusters Score -1157447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1157499.375000 Penalty: 4452.038086
	Iteration 16Q: 3 clusters Score -1157499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1157533.000000 Penalty: 4452.038086
	Iteration 17Q: 3 clusters Score -1157533 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1157575.000000 Penalty: 4452.038086
	Iteration 18Q: 3 clusters Score -1157575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1157612.500000 Penalty: 4452.038086
	Iteration 19Q: 3 clusters Score -1157612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1157639.500000 Penalty: 4452.038086
	Iteration 20F: 3 clusters Score -1157640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1157677.000000 Penalty: 4452.038086
	Iteration 21Q: 3 clusters Score -1157677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1157714.875000 Penalty: 4452.038086
	Iteration 22Q: 3 clusters Score -1157715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1157762.500000 Penalty: 4452.038086
	Iteration 23Q: 3 clusters Score -1157762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1157815.375000 Penalty: 4452.038086
	Iteration 24Q: 3 clusters Score -1157815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1157847.750000 Penalty: 4452.038086
	Iteration 25Q: 3 clusters Score -1157848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1157889.750000 Penalty: 4452.038086
	Iteration 26Q: 3 clusters Score -1157890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1157932.625000 Penalty: 4452.038086
	Iteration 27Q: 3 clusters Score -1157933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1157966.750000 Penalty: 4452.038086
	Iteration 28Q: 3 clusters Score -1157967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1157991.750000 Penalty: 4452.038086
	Iteration 29Q: 3 clusters Score -1157992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1158015.625000 Penalty: 4452.038086
	Iteration 30Q: 3 clusters Score -1158016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1158037.750000 Penalty: 4452.038086
	Iteration 31Q: 3 clusters Score -1158038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1158054.375000 Penalty: 4452.038086
	Iteration 32Q: 3 clusters Score -1158054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1158065.500000 Penalty: 4452.038086
	Iteration 33Q: 3 clusters Score -1158066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1158073.750000 Penalty: 4452.038086
	Iteration 34Q: 3 clusters Score -1158074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1158079.375000 Penalty: 4452.038086
	Iteration 35Q: 3 clusters Score -1158079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1158086.375000 Penalty: 4452.038086
	Iteration 36Q: 3 clusters Score -1158086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1158089.375000 Penalty: 4452.038086
	Iteration 37Q: 3 clusters Score -1158089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1158090.625000 Penalty: 4452.038086
	Iteration 38Q: 3 clusters Score -1158091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1158094.500000 Penalty: 4452.038086
	Iteration 39Q: 3 clusters Score -1158094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1158097.250000 Penalty: 4452.038086
	Iteration 40F: 3 clusters Score -1158097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1158098.375000 Penalty: 4452.038086
	Iteration 41Q: 3 clusters Score -1158098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1158098.000000 Penalty: 4452.038086
	Iteration 42Q: 3 clusters Score -1158098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1158098.250000 Penalty: 4452.038086
	Iteration 43Q: 3 clusters Score -1158098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1158098.250000 Penalty: 4452.038086
	Iteration 44F: 3 clusters Score -1158098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (117098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Entering Unmasked Estep 
Score: -17497858.000000 Penalty: 2894.350098
	Iteration 0F: 2 clusters Score -1.749786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -17419768.000000 Penalty: 5788.700195
	Iteration 0F: 3 clusters Score -1.741977e+07 nChanged 55594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -17451542.000000 Penalty: 5788.700195
	Iteration 1F: 3 clusters Score -1.745154e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -17452640.000000 Penalty: 5788.700195
	Iteration 2Q: 3 clusters Score -1.745264e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -17453756.000000 Penalty: 5788.700195
	Iteration 3Q: 3 clusters Score -1.745376e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -17455108.000000 Penalty: 5788.700195
	Iteration 4Q: 3 clusters Score -1.745511e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -17456586.000000 Penalty: 5788.700195
	Iteration 5Q: 3 clusters Score -1.745659e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -17458456.000000 Penalty: 5788.700195
	Iteration 6Q: 3 clusters Score -1.745846e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -17460742.000000 Penalty: 5788.700195
	Iteration 7Q: 3 clusters Score -1.746074e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -17463784.000000 Penalty: 5788.700195
	Iteration 8Q: 3 clusters Score -1.746378e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -17467734.000000 Penalty: 5788.700195
	Iteration 9F: 3 clusters Score -1.746773e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -17472404.000000 Penalty: 5788.700195
	Iteration 10F: 3 clusters Score -1.74724e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -17476072.000000 Penalty: 5788.700195
	Iteration 11F: 3 clusters Score -1.747607e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -17477676.000000 Penalty: 5788.700195
	Iteration 12Q: 3 clusters Score -1.747768e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -17478336.000000 Penalty: 5788.700195
	Iteration 13Q: 3 clusters Score -1.747834e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -17478570.000000 Penalty: 5788.700195
	Iteration 14Q: 3 clusters Score -1.747857e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -17478844.000000 Penalty: 5788.700195
	Iteration 15Q: 3 clusters Score -1.747884e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -17479028.000000 Penalty: 5788.700195
	Iteration 16Q: 3 clusters Score -1.747903e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -17479164.000000 Penalty: 5788.700195
	Iteration 17Q: 3 clusters Score -1.747916e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -17479304.000000 Penalty: 5788.700195
	Iteration 18Q: 3 clusters Score -1.74793e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -17479484.000000 Penalty: 5788.700195
	Iteration 19Q: 3 clusters Score -1.747948e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -17479566.000000 Penalty: 5788.700195
	Iteration 20F: 3 clusters Score -1.747957e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -17479654.000000 Penalty: 5788.700195
	Iteration 21Q: 3 clusters Score -1.747965e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -17479740.000000 Penalty: 5788.700195
	Iteration 22Q: 3 clusters Score -1.747974e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -17479844.000000 Penalty: 5788.700195
	Iteration 23Q: 3 clusters Score -1.747984e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -17480016.000000 Penalty: 5788.700195
	Iteration 24Q: 3 clusters Score -1.748002e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -17480080.000000 Penalty: 5788.700195
	Iteration 25Q: 3 clusters Score -1.748008e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -17480194.000000 Penalty: 5788.700195
	Iteration 26Q: 3 clusters Score -1.748019e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -17480348.000000 Penalty: 5788.700195
	Iteration 27Q: 3 clusters Score -1.748035e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -17480454.000000 Penalty: 5788.700195
	Iteration 28Q: 3 clusters Score -1.748045e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -17480448.000000 Penalty: 5788.700195
	Iteration 29Q: 3 clusters Score -1.748045e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -17480570.000000 Penalty: 5788.700195
	Iteration 30Q: 3 clusters Score -1.748057e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -17480716.000000 Penalty: 5788.700195
	Iteration 31Q: 3 clusters Score -1.748072e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -17480824.000000 Penalty: 5788.700195
	Iteration 32Q: 3 clusters Score -1.748082e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -17480856.000000 Penalty: 5788.700195
	Iteration 33Q: 3 clusters Score -1.748086e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -17480926.000000 Penalty: 5788.700195
	Iteration 34Q: 3 clusters Score -1.748093e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -17481012.000000 Penalty: 5788.700195
	Iteration 35Q: 3 clusters Score -1.748101e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -17481180.000000 Penalty: 5788.700195
	Iteration 36Q: 3 clusters Score -1.748118e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -17481326.000000 Penalty: 5788.700195
	Iteration 37Q: 3 clusters Score -1.748133e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -17481474.000000 Penalty: 5788.700195
	Iteration 38Q: 3 clusters Score -1.748147e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -17481582.000000 Penalty: 5788.700195
	Iteration 39Q: 3 clusters Score -1.748158e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -17481660.000000 Penalty: 5788.700195
	Iteration 40F: 3 clusters Score -1.748166e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -17481698.000000 Penalty: 5788.700195
	Iteration 41Q: 3 clusters Score -1.74817e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -17481870.000000 Penalty: 5788.700195
	Iteration 42Q: 3 clusters Score -1.748187e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -17482046.000000 Penalty: 5788.700195
	Iteration 43Q: 3 clusters Score -1.748205e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -17482238.000000 Penalty: 5788.700195
	Iteration 44Q: 3 clusters Score -1.748224e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -17482430.000000 Penalty: 5788.700195
	Iteration 45Q: 3 clusters Score -1.748243e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -17482660.000000 Penalty: 5788.700195
	Iteration 46Q: 3 clusters Score -1.748266e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -17482984.000000 Penalty: 5788.700195
	Iteration 47Q: 3 clusters Score -1.748298e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -17483294.000000 Penalty: 5788.700195
	Iteration 48Q: 3 clusters Score -1.748329e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -17483586.000000 Penalty: 5788.700195
	Iteration 49Q: 3 clusters Score -1.748359e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -17484018.000000 Penalty: 5788.700195
	Iteration 50Q: 3 clusters Score -1.748402e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -17484426.000000 Penalty: 5788.700195
	Iteration 51Q: 3 clusters Score -1.748443e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -17484904.000000 Penalty: 5788.700195
	Iteration 52Q: 3 clusters Score -1.74849e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -17485576.000000 Penalty: 5788.700195
	Iteration 53Q: 3 clusters Score -1.748558e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -17486350.000000 Penalty: 5788.700195
	Iteration 54Q: 3 clusters Score -1.748635e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -17486960.000000 Penalty: 5788.700195
	Iteration 55Q: 3 clusters Score -1.748696e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -17487746.000000 Penalty: 5788.700195
	Iteration 56Q: 3 clusters Score -1.748775e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -17488454.000000 Penalty: 5788.700195
	Iteration 57Q: 3 clusters Score -1.748845e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -17489166.000000 Penalty: 5788.700195
	Iteration 58Q: 3 clusters Score -1.748917e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -17489684.000000 Penalty: 5788.700195
	Iteration 59Q: 3 clusters Score -1.748968e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -17490638.000000 Penalty: 5788.700195
	Iteration 60F: 3 clusters Score -1.749064e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -17491640.000000 Penalty: 5788.700195
	Iteration 61Q: 3 clusters Score -1.749164e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 105423 members 
Entering Unmasked Estep 
Score: -17492434.000000 Penalty: 5788.700195
	Iteration 62Q: 3 clusters Score -1.749243e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -17493116.000000 Penalty: 5788.700195
	Iteration 63Q: 3 clusters Score -1.749312e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -17493576.000000 Penalty: 5788.700195
	Iteration 64Q: 3 clusters Score -1.749358e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -17493976.000000 Penalty: 5788.700195
	Iteration 65Q: 3 clusters Score -1.749398e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 111033 members 
Entering Unmasked Estep 
Score: -17494416.000000 Penalty: 5788.700195
	Iteration 66Q: 3 clusters Score -1.749442e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -17494806.000000 Penalty: 5788.700195
	Iteration 67Q: 3 clusters Score -1.749481e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -17495128.000000 Penalty: 5788.700195
	Iteration 68Q: 3 clusters Score -1.749513e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 113145 members 
Entering Unmasked Estep 
Score: -17495340.000000 Penalty: 5788.700195
	Iteration 69Q: 3 clusters Score -1.749534e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -17495494.000000 Penalty: 5788.700195
	Iteration 70Q: 3 clusters Score -1.749549e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -17495650.000000 Penalty: 5788.700195
	Iteration 71Q: 3 clusters Score -1.749565e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -17495724.000000 Penalty: 5788.700195
	Iteration 72Q: 3 clusters Score -1.749572e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -17495790.000000 Penalty: 5788.700195
	Iteration 73Q: 3 clusters Score -1.749579e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -17495812.000000 Penalty: 5788.700195
	Iteration 74Q: 3 clusters Score -1.749581e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -17495864.000000 Penalty: 5788.700195
	Iteration 75Q: 3 clusters Score -1.749586e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -17495894.000000 Penalty: 5788.700195
	Iteration 76Q: 3 clusters Score -1.749589e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 114800 members 
Entering Unmasked Estep 
Score: -17495932.000000 Penalty: 5788.700195
	Iteration 77Q: 3 clusters Score -1.749593e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -17495926.000000 Penalty: 5788.700195
	Iteration 78Q: 3 clusters Score -1.749593e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -17495950.000000 Penalty: 5788.700195
	Iteration 79Q: 3 clusters Score -1.749595e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -17495968.000000 Penalty: 5788.700195
	Iteration 80F: 3 clusters Score -1.749597e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -17495972.000000 Penalty: 5788.700195
	Iteration 81Q: 3 clusters Score -1.749597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -17495972.000000 Penalty: 5788.700195
	Iteration 82Q: 3 clusters Score -1.749597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -17495974.000000 Penalty: 5788.700195
	Iteration 83Q: 3 clusters Score -1.749597e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -17495998.000000 Penalty: 5788.700195
	Iteration 84Q: 3 clusters Score -1.7496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -17495988.000000 Penalty: 5788.700195
	Iteration 85Q: 3 clusters Score -1.749599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -17495970.000000 Penalty: 5788.700195
	Iteration 86Q: 3 clusters Score -1.749597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -17495976.000000 Penalty: 5788.700195
	Iteration 87Q: 3 clusters Score -1.749598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -17496004.000000 Penalty: 5788.700195
	Iteration 88Q: 3 clusters Score -1.7496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -17495988.000000 Penalty: 5788.700195
	Iteration 89Q: 3 clusters Score -1.749599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -17495990.000000 Penalty: 5788.700195
	Iteration 90Q: 3 clusters Score -1.749599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 115257 members 
Entering Unmasked Estep 
Score: -17495992.000000 Penalty: 5788.700195
	Iteration 91Q: 3 clusters Score -1.749599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 115268 members 
Entering Unmasked Estep 
Score: -17495992.000000 Penalty: 5788.700195
	Iteration 92Q: 3 clusters Score -1.749599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -17495982.000000 Penalty: 5788.700195
	Iteration 93Q: 3 clusters Score -1.749598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -17495994.000000 Penalty: 5788.700195
	Iteration 94Q: 3 clusters Score -1.749599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -17495994.000000 Penalty: 5788.700195
	Iteration 95Q: 3 clusters Score -1.749599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -17495990.000000 Penalty: 5788.700195
	Iteration 96Q: 3 clusters Score -1.749599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -17495994.000000 Penalty: 5788.700195
	Iteration 97Q: 3 clusters Score -1.749599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -17495990.000000 Penalty: 5788.700195
	Iteration 98Q: 3 clusters Score -1.749599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -17496014.000000 Penalty: 5788.700195
	Iteration 99Q: 3 clusters Score -1.749601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -17496034.000000 Penalty: 5788.700195
	Iteration 100F: 3 clusters Score -1.749603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -17496044.000000 Penalty: 5788.700195
	Iteration 101Q: 3 clusters Score -1.749604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 115379 members 
Entering Unmasked Estep 
Score: -17496034.000000 Penalty: 5788.700195
	Iteration 102Q: 3 clusters Score -1.749603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 115387 members 
Entering Unmasked Estep 
Score: -17496030.000000 Penalty: 5788.700195
	Iteration 103Q: 3 clusters Score -1.749603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -17496048.000000 Penalty: 5788.700195
	Iteration 104Q: 3 clusters Score -1.749605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -17496034.000000 Penalty: 5788.700195
	Iteration 105Q: 3 clusters Score -1.749603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -17496034.000000 Penalty: 5788.700195
	Iteration 106Q: 3 clusters Score -1.749603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -17496024.000000 Penalty: 5788.700195
	Iteration 107Q: 3 clusters Score -1.749602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -17496036.000000 Penalty: 5788.700195
	Iteration 108Q: 3 clusters Score -1.749604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 115424 members 
Entering Unmasked Estep 
Score: -17496030.000000 Penalty: 5788.700195
	Iteration 109Q: 3 clusters Score -1.749603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -17496040.000000 Penalty: 5788.700195
	Iteration 110Q: 3 clusters Score -1.749604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -17496040.000000 Penalty: 5788.700195
	Iteration 111Q: 3 clusters Score -1.749604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 115443 members 
Entering Unmasked Estep 
Score: -17496064.000000 Penalty: 5788.700195
	Iteration 112Q: 3 clusters Score -1.749606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -17496060.000000 Penalty: 5788.700195
	Iteration 113Q: 3 clusters Score -1.749606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 115451 members 
Entering Unmasked Estep 
Score: -17496060.000000 Penalty: 5788.700195
	Iteration 114Q: 3 clusters Score -1.749606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -17496088.000000 Penalty: 5788.700195
	Iteration 115Q: 3 clusters Score -1.749609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 115462 members 
Entering Unmasked Estep 
Score: -17496074.000000 Penalty: 5788.700195
	Iteration 116Q: 3 clusters Score -1.749607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -17496078.000000 Penalty: 5788.700195
	Iteration 117Q: 3 clusters Score -1.749608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -17496078.000000 Penalty: 5788.700195
	Iteration 118Q: 3 clusters Score -1.749608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -17496080.000000 Penalty: 5788.700195
	Iteration 119Q: 3 clusters Score -1.749608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -17496072.000000 Penalty: 5788.700195
	Iteration 120F: 3 clusters Score -1.749607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -17496072.000000 Penalty: 5788.700195
	Iteration 121Q: 3 clusters Score -1.749607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 115486 members 
Entering Unmasked Estep 
Score: -17496066.000000 Penalty: 5788.700195
	Iteration 122Q: 3 clusters Score -1.749607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -17496078.000000 Penalty: 5788.700195
	Iteration 123Q: 3 clusters Score -1.749608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -17496072.000000 Penalty: 5788.700195
	Iteration 124Q: 3 clusters Score -1.749607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -17496072.000000 Penalty: 5788.700195
	Iteration 125Q: 3 clusters Score -1.749607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -17496066.000000 Penalty: 5788.700195
	Iteration 126Q: 3 clusters Score -1.749607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -17496066.000000 Penalty: 5788.700195
	Iteration 127F: 3 clusters Score -1.749607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Entering Unmasked Estep 
Score: -3352431.750000 Penalty: 2505.319092
	Iteration 0F: 2 clusters Score -3352432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3335501.750000 Penalty: 5010.638184
	Iteration 0F: 3 clusters Score -3335502 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3341449.750000 Penalty: 5010.638184
	Iteration 1F: 3 clusters Score -3341450 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3342080.500000 Penalty: 5010.638184
	Iteration 2F: 3 clusters Score -3342080 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3342677.000000 Penalty: 5010.638184
	Iteration 3F: 3 clusters Score -3342677 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3343197.000000 Penalty: 5010.638184
	Iteration 4Q: 3 clusters Score -3343197 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3343670.500000 Penalty: 5010.638184
	Iteration 5Q: 3 clusters Score -3343670 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3344141.250000 Penalty: 5010.638184
	Iteration 6Q: 3 clusters Score -3344141 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3344619.750000 Penalty: 5010.638184
	Iteration 7Q: 3 clusters Score -3344620 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3345121.750000 Penalty: 5010.638184
	Iteration 8Q: 3 clusters Score -3345122 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3345633.500000 Penalty: 5010.638184
	Iteration 9Q: 3 clusters Score -3345634 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3346164.750000 Penalty: 5010.638184
	Iteration 10Q: 3 clusters Score -3346165 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3346657.250000 Penalty: 5010.638184
	Iteration 11Q: 3 clusters Score -3346657 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3347040.000000 Penalty: 5010.638184
	Iteration 12Q: 3 clusters Score -3347040 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3347305.500000 Penalty: 5010.638184
	Iteration 13Q: 3 clusters Score -3347306 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3347474.000000 Penalty: 5010.638184
	Iteration 14Q: 3 clusters Score -3347474 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3347612.000000 Penalty: 5010.638184
	Iteration 15Q: 3 clusters Score -3347612 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3347708.750000 Penalty: 5010.638184
	Iteration 16Q: 3 clusters Score -3347709 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3347768.000000 Penalty: 5010.638184
	Iteration 17Q: 3 clusters Score -3347768 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3347818.250000 Penalty: 5010.638184
	Iteration 18Q: 3 clusters Score -3347818 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3347887.250000 Penalty: 5010.638184
	Iteration 19Q: 3 clusters Score -3347887 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3347948.250000 Penalty: 5010.638184
	Iteration 20F: 3 clusters Score -3347948 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3347997.750000 Penalty: 5010.638184
	Iteration 21Q: 3 clusters Score -3347998 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3348044.250000 Penalty: 5010.638184
	Iteration 22Q: 3 clusters Score -3348044 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3348081.500000 Penalty: 5010.638184
	Iteration 23Q: 3 clusters Score -3348082 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3348106.500000 Penalty: 5010.638184
	Iteration 24Q: 3 clusters Score -3348106 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3348144.500000 Penalty: 5010.638184
	Iteration 25Q: 3 clusters Score -3348144 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3348189.500000 Penalty: 5010.638184
	Iteration 26Q: 3 clusters Score -3348190 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3348226.750000 Penalty: 5010.638184
	Iteration 27Q: 3 clusters Score -3348227 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3348273.500000 Penalty: 5010.638184
	Iteration 28Q: 3 clusters Score -3348274 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3348295.250000 Penalty: 5010.638184
	Iteration 29Q: 3 clusters Score -3348295 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3348341.250000 Penalty: 5010.638184
	Iteration 30Q: 3 clusters Score -3348341 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3348352.750000 Penalty: 5010.638184
	Iteration 31Q: 3 clusters Score -3348353 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3348391.500000 Penalty: 5010.638184
	Iteration 32Q: 3 clusters Score -3348392 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3348431.250000 Penalty: 5010.638184
	Iteration 33Q: 3 clusters Score -3348431 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3348477.750000 Penalty: 5010.638184
	Iteration 34Q: 3 clusters Score -3348478 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3348533.500000 Penalty: 5010.638184
	Iteration 35Q: 3 clusters Score -3348534 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3348582.000000 Penalty: 5010.638184
	Iteration 36Q: 3 clusters Score -3348582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3348616.750000 Penalty: 5010.638184
	Iteration 37Q: 3 clusters Score -3348617 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3348641.750000 Penalty: 5010.638184
	Iteration 38Q: 3 clusters Score -3348642 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3348664.750000 Penalty: 5010.638184
	Iteration 39Q: 3 clusters Score -3348665 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3348695.000000 Penalty: 5010.638184
	Iteration 40F: 3 clusters Score -3348695 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3348714.500000 Penalty: 5010.638184
	Iteration 41Q: 3 clusters Score -3348714 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3348738.000000 Penalty: 5010.638184
	Iteration 42Q: 3 clusters Score -3348738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3348757.250000 Penalty: 5010.638184
	Iteration 43Q: 3 clusters Score -3348757 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3348776.750000 Penalty: 5010.638184
	Iteration 44Q: 3 clusters Score -3348777 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3348799.750000 Penalty: 5010.638184
	Iteration 45Q: 3 clusters Score -3348800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3348816.250000 Penalty: 5010.638184
	Iteration 46Q: 3 clusters Score -3348816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3348850.750000 Penalty: 5010.638184
	Iteration 47Q: 3 clusters Score -3348851 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3348886.750000 Penalty: 5010.638184
	Iteration 48Q: 3 clusters Score -3348887 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3348927.250000 Penalty: 5010.638184
	Iteration 49Q: 3 clusters Score -3348927 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3348950.250000 Penalty: 5010.638184
	Iteration 50Q: 3 clusters Score -3348950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3348954.750000 Penalty: 5010.638184
	Iteration 51Q: 3 clusters Score -3348955 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3348970.000000 Penalty: 5010.638184
	Iteration 52Q: 3 clusters Score -3348970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3348973.500000 Penalty: 5010.638184
	Iteration 53Q: 3 clusters Score -3348974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3348997.500000 Penalty: 5010.638184
	Iteration 54Q: 3 clusters Score -3348998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3349020.500000 Penalty: 5010.638184
	Iteration 55Q: 3 clusters Score -3349020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3349022.750000 Penalty: 5010.638184
	Iteration 56Q: 3 clusters Score -3349023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3349045.250000 Penalty: 5010.638184
	Iteration 57Q: 3 clusters Score -3349045 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3349077.750000 Penalty: 5010.638184
	Iteration 58Q: 3 clusters Score -3349078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3349077.000000 Penalty: 5010.638184
	Iteration 59Q: 3 clusters Score -3349077 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3349088.000000 Penalty: 5010.638184
	Iteration 60F: 3 clusters Score -3349088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3349098.500000 Penalty: 5010.638184
	Iteration 61Q: 3 clusters Score -3349098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3349106.500000 Penalty: 5010.638184
	Iteration 62Q: 3 clusters Score -3349106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3349132.000000 Penalty: 5010.638184
	Iteration 63Q: 3 clusters Score -3349132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3349147.500000 Penalty: 5010.638184
	Iteration 64Q: 3 clusters Score -3349148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3349161.500000 Penalty: 5010.638184
	Iteration 65Q: 3 clusters Score -3349162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3349163.000000 Penalty: 5010.638184
	Iteration 66Q: 3 clusters Score -3349163 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3349174.500000 Penalty: 5010.638184
	Iteration 67Q: 3 clusters Score -3349174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3349186.500000 Penalty: 5010.638184
	Iteration 68Q: 3 clusters Score -3349186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3349187.000000 Penalty: 5010.638184
	Iteration 69Q: 3 clusters Score -3349187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3349203.250000 Penalty: 5010.638184
	Iteration 70Q: 3 clusters Score -3349203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3349217.000000 Penalty: 5010.638184
	Iteration 71Q: 3 clusters Score -3349217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3349224.250000 Penalty: 5010.638184
	Iteration 72Q: 3 clusters Score -3349224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3349230.750000 Penalty: 5010.638184
	Iteration 73Q: 3 clusters Score -3349231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3349236.500000 Penalty: 5010.638184
	Iteration 74Q: 3 clusters Score -3349236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3349236.250000 Penalty: 5010.638184
	Iteration 75Q: 3 clusters Score -3349236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3349238.750000 Penalty: 5010.638184
	Iteration 76Q: 3 clusters Score -3349239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3349230.750000 Penalty: 5010.638184
	Iteration 77Q: 3 clusters Score -3349231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3349245.250000 Penalty: 5010.638184
	Iteration 78Q: 3 clusters Score -3349245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3349271.750000 Penalty: 5010.638184
	Iteration 79Q: 3 clusters Score -3349272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3349269.500000 Penalty: 5010.638184
	Iteration 80F: 3 clusters Score -3349270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3349273.500000 Penalty: 5010.638184
	Iteration 81Q: 3 clusters Score -3349274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3349286.500000 Penalty: 5010.638184
	Iteration 82Q: 3 clusters Score -3349286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3349284.250000 Penalty: 5010.638184
	Iteration 83Q: 3 clusters Score -3349284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3349292.250000 Penalty: 5010.638184
	Iteration 84Q: 3 clusters Score -3349292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3349289.500000 Penalty: 5010.638184
	Iteration 85Q: 3 clusters Score -3349290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3349303.250000 Penalty: 5010.638184
	Iteration 86Q: 3 clusters Score -3349303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3349317.500000 Penalty: 5010.638184
	Iteration 87Q: 3 clusters Score -3349318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3349328.000000 Penalty: 5010.638184
	Iteration 88Q: 3 clusters Score -3349328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3349334.500000 Penalty: 5010.638184
	Iteration 89Q: 3 clusters Score -3349334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3349341.250000 Penalty: 5010.638184
	Iteration 90Q: 3 clusters Score -3349341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3349349.000000 Penalty: 5010.638184
	Iteration 91Q: 3 clusters Score -3349349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3349364.750000 Penalty: 5010.638184
	Iteration 92Q: 3 clusters Score -3349365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3349377.250000 Penalty: 5010.638184
	Iteration 93Q: 3 clusters Score -3349377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3349395.500000 Penalty: 5010.638184
	Iteration 94Q: 3 clusters Score -3349396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3349399.250000 Penalty: 5010.638184
	Iteration 95Q: 3 clusters Score -3349399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3349404.500000 Penalty: 5010.638184
	Iteration 96Q: 3 clusters Score -3349404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3349419.250000 Penalty: 5010.638184
	Iteration 97Q: 3 clusters Score -3349419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3349439.750000 Penalty: 5010.638184
	Iteration 98Q: 3 clusters Score -3349440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3349437.000000 Penalty: 5010.638184
	Iteration 99Q: 3 clusters Score -3349437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3349435.750000 Penalty: 5010.638184
	Iteration 100F: 3 clusters Score -3349436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3349457.750000 Penalty: 5010.638184
	Iteration 101Q: 3 clusters Score -3349458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3349455.500000 Penalty: 5010.638184
	Iteration 102Q: 3 clusters Score -3349456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3349461.750000 Penalty: 5010.638184
	Iteration 103Q: 3 clusters Score -3349462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3349472.750000 Penalty: 5010.638184
	Iteration 104Q: 3 clusters Score -3349473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3349479.250000 Penalty: 5010.638184
	Iteration 105Q: 3 clusters Score -3349479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3349478.000000 Penalty: 5010.638184
	Iteration 106Q: 3 clusters Score -3349478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3349483.500000 Penalty: 5010.638184
	Iteration 107Q: 3 clusters Score -3349484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3349490.250000 Penalty: 5010.638184
	Iteration 108Q: 3 clusters Score -3349490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3349490.000000 Penalty: 5010.638184
	Iteration 109Q: 3 clusters Score -3349490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3349510.500000 Penalty: 5010.638184
	Iteration 110Q: 3 clusters Score -3349510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3349518.000000 Penalty: 5010.638184
	Iteration 111Q: 3 clusters Score -3349518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3349528.750000 Penalty: 5010.638184
	Iteration 112Q: 3 clusters Score -3349529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3349529.250000 Penalty: 5010.638184
	Iteration 113Q: 3 clusters Score -3349529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3349517.250000 Penalty: 5010.638184
	Iteration 114Q: 3 clusters Score -3349517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3349529.750000 Penalty: 5010.638184
	Iteration 115Q: 3 clusters Score -3349530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3349535.250000 Penalty: 5010.638184
	Iteration 116Q: 3 clusters Score -3349535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3349529.500000 Penalty: 5010.638184
	Iteration 117Q: 3 clusters Score -3349530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3349531.000000 Penalty: 5010.638184
	Iteration 118Q: 3 clusters Score -3349531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3349538.250000 Penalty: 5010.638184
	Iteration 119Q: 3 clusters Score -3349538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3349557.000000 Penalty: 5010.638184
	Iteration 120F: 3 clusters Score -3349557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3349564.750000 Penalty: 5010.638184
	Iteration 121Q: 3 clusters Score -3349565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3349562.500000 Penalty: 5010.638184
	Iteration 122Q: 3 clusters Score -3349562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3349567.750000 Penalty: 5010.638184
	Iteration 123Q: 3 clusters Score -3349568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3349574.250000 Penalty: 5010.638184
	Iteration 124Q: 3 clusters Score -3349574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3349583.000000 Penalty: 5010.638184
	Iteration 125Q: 3 clusters Score -3349583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3349579.250000 Penalty: 5010.638184
	Iteration 126Q: 3 clusters Score -3349579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3349573.750000 Penalty: 5010.638184
	Iteration 127Q: 3 clusters Score -3349574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3349580.250000 Penalty: 5010.638184
	Iteration 128Q: 3 clusters Score -3349580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3349586.750000 Penalty: 5010.638184
	Iteration 129Q: 3 clusters Score -3349587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3349600.250000 Penalty: 5010.638184
	Iteration 130Q: 3 clusters Score -3349600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3349591.750000 Penalty: 5010.638184
	Iteration 131Q: 3 clusters Score -3349592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3349608.000000 Penalty: 5010.638184
	Iteration 132Q: 3 clusters Score -3349608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3349614.750000 Penalty: 5010.638184
	Iteration 133Q: 3 clusters Score -3349615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3349622.750000 Penalty: 5010.638184
	Iteration 134Q: 3 clusters Score -3349623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3349620.750000 Penalty: 5010.638184
	Iteration 135Q: 3 clusters Score -3349621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3349635.750000 Penalty: 5010.638184
	Iteration 136Q: 3 clusters Score -3349636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3349638.500000 Penalty: 5010.638184
	Iteration 137Q: 3 clusters Score -3349638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3349652.000000 Penalty: 5010.638184
	Iteration 138Q: 3 clusters Score -3349652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3349655.750000 Penalty: 5010.638184
	Iteration 139Q: 3 clusters Score -3349656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3349669.500000 Penalty: 5010.638184
	Iteration 140F: 3 clusters Score -3349670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3349675.250000 Penalty: 5010.638184
	Iteration 141Q: 3 clusters Score -3349675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3349688.000000 Penalty: 5010.638184
	Iteration 142Q: 3 clusters Score -3349688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3349690.250000 Penalty: 5010.638184
	Iteration 143Q: 3 clusters Score -3349690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3349691.000000 Penalty: 5010.638184
	Iteration 144Q: 3 clusters Score -3349691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3349694.000000 Penalty: 5010.638184
	Iteration 145Q: 3 clusters Score -3349694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3349703.500000 Penalty: 5010.638184
	Iteration 146Q: 3 clusters Score -3349704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3349703.750000 Penalty: 5010.638184
	Iteration 147Q: 3 clusters Score -3349704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3349709.500000 Penalty: 5010.638184
	Iteration 148Q: 3 clusters Score -3349710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3349720.250000 Penalty: 5010.638184
	Iteration 149Q: 3 clusters Score -3349720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3349720.250000 Penalty: 5010.638184
	Iteration 150Q: 3 clusters Score -3349720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3349724.500000 Penalty: 5010.638184
	Iteration 151Q: 3 clusters Score -3349724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3349740.500000 Penalty: 5010.638184
	Iteration 152Q: 3 clusters Score -3349740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3349747.000000 Penalty: 5010.638184
	Iteration 153Q: 3 clusters Score -3349747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3349752.000000 Penalty: 5010.638184
	Iteration 154Q: 3 clusters Score -3349752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3349754.000000 Penalty: 5010.638184
	Iteration 155Q: 3 clusters Score -3349754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3349753.250000 Penalty: 5010.638184
	Iteration 156Q: 3 clusters Score -3349753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3349750.000000 Penalty: 5010.638184
	Iteration 157Q: 3 clusters Score -3349750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3349746.750000 Penalty: 5010.638184
	Iteration 158Q: 3 clusters Score -3349747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3349751.000000 Penalty: 5010.638184
	Iteration 159Q: 3 clusters Score -3349751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3349752.000000 Penalty: 5010.638184
	Iteration 160F: 3 clusters Score -3349752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3349757.000000 Penalty: 5010.638184
	Iteration 161Q: 3 clusters Score -3349757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3349755.500000 Penalty: 5010.638184
	Iteration 162Q: 3 clusters Score -3349756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3349766.250000 Penalty: 5010.638184
	Iteration 163Q: 3 clusters Score -3349766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3349772.000000 Penalty: 5010.638184
	Iteration 164Q: 3 clusters Score -3349772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3349774.000000 Penalty: 5010.638184
	Iteration 165Q: 3 clusters Score -3349774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3349771.000000 Penalty: 5010.638184
	Iteration 166Q: 3 clusters Score -3349771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3349777.250000 Penalty: 5010.638184
	Iteration 167Q: 3 clusters Score -3349777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3349781.250000 Penalty: 5010.638184
	Iteration 168Q: 3 clusters Score -3349781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3349776.250000 Penalty: 5010.638184
	Iteration 169Q: 3 clusters Score -3349776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3349786.000000 Penalty: 5010.638184
	Iteration 170Q: 3 clusters Score -3349786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3349789.500000 Penalty: 5010.638184
	Iteration 171Q: 3 clusters Score -3349790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3349795.750000 Penalty: 5010.638184
	Iteration 172Q: 3 clusters Score -3349796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3349795.250000 Penalty: 5010.638184
	Iteration 173Q: 3 clusters Score -3349795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3349811.500000 Penalty: 5010.638184
	Iteration 174Q: 3 clusters Score -3349812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3349806.000000 Penalty: 5010.638184
	Iteration 175Q: 3 clusters Score -3349806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3349803.750000 Penalty: 5010.638184
	Iteration 176Q: 3 clusters Score -3349804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3349803.000000 Penalty: 5010.638184
	Iteration 177Q: 3 clusters Score -3349803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3349804.500000 Penalty: 5010.638184
	Iteration 178Q: 3 clusters Score -3349804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3349799.750000 Penalty: 5010.638184
	Iteration 179Q: 3 clusters Score -3349800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3349805.250000 Penalty: 5010.638184
	Iteration 180F: 3 clusters Score -3349805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3349805.750000 Penalty: 5010.638184
	Iteration 181Q: 3 clusters Score -3349806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3349804.000000 Penalty: 5010.638184
	Iteration 182Q: 3 clusters Score -3349804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3349804.750000 Penalty: 5010.638184
	Iteration 183Q: 3 clusters Score -3349805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3349804.000000 Penalty: 5010.638184
	Iteration 184Q: 3 clusters Score -3349804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3349809.250000 Penalty: 5010.638184
	Iteration 185Q: 3 clusters Score -3349809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3349812.750000 Penalty: 5010.638184
	Iteration 186Q: 3 clusters Score -3349813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3349815.750000 Penalty: 5010.638184
	Iteration 187Q: 3 clusters Score -3349816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3349815.750000 Penalty: 5010.638184
	Iteration 188Q: 3 clusters Score -3349816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3349813.250000 Penalty: 5010.638184
	Iteration 189Q: 3 clusters Score -3349813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3349811.750000 Penalty: 5010.638184
	Iteration 190Q: 3 clusters Score -3349812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3349810.500000 Penalty: 5010.638184
	Iteration 191Q: 3 clusters Score -3349810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3349815.750000 Penalty: 5010.638184
	Iteration 192Q: 3 clusters Score -3349816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3349817.750000 Penalty: 5010.638184
	Iteration 193Q: 3 clusters Score -3349818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3349809.250000 Penalty: 5010.638184
	Iteration 194Q: 3 clusters Score -3349809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3349820.250000 Penalty: 5010.638184
	Iteration 195Q: 3 clusters Score -3349820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3349836.000000 Penalty: 5010.638184
	Iteration 196Q: 3 clusters Score -3349836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3349832.250000 Penalty: 5010.638184
	Iteration 197Q: 3 clusters Score -3349832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3349845.250000 Penalty: 5010.638184
	Iteration 198Q: 3 clusters Score -3349845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3349846.000000 Penalty: 5010.638184
	Iteration 199Q: 3 clusters Score -3349846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3349845.500000 Penalty: 5010.638184
	Iteration 200F: 3 clusters Score -3349846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3349852.750000 Penalty: 5010.638184
	Iteration 201Q: 3 clusters Score -3349853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3349857.250000 Penalty: 5010.638184
	Iteration 202Q: 3 clusters Score -3349857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3349850.500000 Penalty: 5010.638184
	Iteration 203Q: 3 clusters Score -3349850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3349867.000000 Penalty: 5010.638184
	Iteration 204Q: 3 clusters Score -3349867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3349876.500000 Penalty: 5010.638184
	Iteration 205Q: 3 clusters Score -3349876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3349886.000000 Penalty: 5010.638184
	Iteration 206Q: 3 clusters Score -3349886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3349894.750000 Penalty: 5010.638184
	Iteration 207Q: 3 clusters Score -3349895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3349893.250000 Penalty: 5010.638184
	Iteration 208Q: 3 clusters Score -3349893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3349896.250000 Penalty: 5010.638184
	Iteration 209Q: 3 clusters Score -3349896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3349896.500000 Penalty: 5010.638184
	Iteration 210Q: 3 clusters Score -3349896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3349903.000000 Penalty: 5010.638184
	Iteration 211Q: 3 clusters Score -3349903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3349907.750000 Penalty: 5010.638184
	Iteration 212Q: 3 clusters Score -3349908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3349916.250000 Penalty: 5010.638184
	Iteration 213Q: 3 clusters Score -3349916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3349924.500000 Penalty: 5010.638184
	Iteration 214Q: 3 clusters Score -3349924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3349938.000000 Penalty: 5010.638184
	Iteration 215Q: 3 clusters Score -3349938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3349949.250000 Penalty: 5010.638184
	Iteration 216Q: 3 clusters Score -3349949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3349962.750000 Penalty: 5010.638184
	Iteration 217Q: 3 clusters Score -3349963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3349986.000000 Penalty: 5010.638184
	Iteration 218Q: 3 clusters Score -3349986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3350016.000000 Penalty: 5010.638184
	Iteration 219Q: 3 clusters Score -3350016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3350056.000000 Penalty: 5010.638184
	Iteration 220F: 3 clusters Score -3350056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3350109.750000 Penalty: 5010.638184
	Iteration 221Q: 3 clusters Score -3350110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3350172.500000 Penalty: 5010.638184
	Iteration 222Q: 3 clusters Score -3350172 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3350250.500000 Penalty: 5010.638184
	Iteration 223Q: 3 clusters Score -3350250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3350316.250000 Penalty: 5010.638184
	Iteration 224Q: 3 clusters Score -3350316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3350364.750000 Penalty: 5010.638184
	Iteration 225Q: 3 clusters Score -3350365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3350391.750000 Penalty: 5010.638184
	Iteration 226Q: 3 clusters Score -3350392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3350435.750000 Penalty: 5010.638184
	Iteration 227Q: 3 clusters Score -3350436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3350459.250000 Penalty: 5010.638184
	Iteration 228Q: 3 clusters Score -3350459 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3350463.750000 Penalty: 5010.638184
	Iteration 229Q: 3 clusters Score -3350464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3350471.250000 Penalty: 5010.638184
	Iteration 230Q: 3 clusters Score -3350471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3350472.500000 Penalty: 5010.638184
	Iteration 231Q: 3 clusters Score -3350472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3350475.250000 Penalty: 5010.638184
	Iteration 232Q: 3 clusters Score -3350475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3350483.500000 Penalty: 5010.638184
	Iteration 233Q: 3 clusters Score -3350484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3350497.500000 Penalty: 5010.638184
	Iteration 234Q: 3 clusters Score -3350498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3350503.250000 Penalty: 5010.638184
	Iteration 235Q: 3 clusters Score -3350503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3350507.250000 Penalty: 5010.638184
	Iteration 236Q: 3 clusters Score -3350507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3350514.000000 Penalty: 5010.638184
	Iteration 237Q: 3 clusters Score -3350514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3350517.250000 Penalty: 5010.638184
	Iteration 238Q: 3 clusters Score -3350517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3350508.250000 Penalty: 5010.638184
	Iteration 239Q: 3 clusters Score -3350508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3350513.000000 Penalty: 5010.638184
	Iteration 240F: 3 clusters Score -3350513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3350517.250000 Penalty: 5010.638184
	Iteration 241Q: 3 clusters Score -3350517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3350512.750000 Penalty: 5010.638184
	Iteration 242Q: 3 clusters Score -3350513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3350517.500000 Penalty: 5010.638184
	Iteration 243Q: 3 clusters Score -3350518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3350515.000000 Penalty: 5010.638184
	Iteration 244Q: 3 clusters Score -3350515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3350510.500000 Penalty: 5010.638184
	Iteration 245Q: 3 clusters Score -3350510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3350518.250000 Penalty: 5010.638184
	Iteration 246Q: 3 clusters Score -3350518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3350521.500000 Penalty: 5010.638184
	Iteration 247Q: 3 clusters Score -3350522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3350527.750000 Penalty: 5010.638184
	Iteration 248Q: 3 clusters Score -3350528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3350520.000000 Penalty: 5010.638184
	Iteration 249Q: 3 clusters Score -3350520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3350518.000000 Penalty: 5010.638184
	Iteration 250Q: 3 clusters Score -3350518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3350518.000000 Penalty: 5010.638184
	Iteration 251F: 3 clusters Score -3350518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -708641.125000 Penalty: 2113.747559
	Iteration 0F: 2 clusters Score -708641.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -704124.062500 Penalty: 4227.495117
	Iteration 0F: 3 clusters Score -704124.1 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -705203.687500 Penalty: 4227.495117
	Iteration 1F: 3 clusters Score -705203.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -705436.562500 Penalty: 4227.495117
	Iteration 2F: 3 clusters Score -705436.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -705580.437500 Penalty: 4227.495117
	Iteration 3Q: 3 clusters Score -705580.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -705674.937500 Penalty: 4227.495117
	Iteration 4Q: 3 clusters Score -705674.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -705739.312500 Penalty: 4227.495117
	Iteration 5Q: 3 clusters Score -705739.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -705795.937500 Penalty: 4227.495117
	Iteration 6Q: 3 clusters Score -705795.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -705836.375000 Penalty: 4227.495117
	Iteration 7Q: 3 clusters Score -705836.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -705873.000000 Penalty: 4227.495117
	Iteration 8Q: 3 clusters Score -705873 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -705914.937500 Penalty: 4227.495117
	Iteration 9Q: 3 clusters Score -705914.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -705965.125000 Penalty: 4227.495117
	Iteration 10Q: 3 clusters Score -705965.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -706013.000000 Penalty: 4227.495117
	Iteration 11Q: 3 clusters Score -706013 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -706054.812500 Penalty: 4227.495117
	Iteration 12Q: 3 clusters Score -706054.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -706097.125000 Penalty: 4227.495117
	Iteration 13Q: 3 clusters Score -706097.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -706139.437500 Penalty: 4227.495117
	Iteration 14Q: 3 clusters Score -706139.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -706181.937500 Penalty: 4227.495117
	Iteration 15Q: 3 clusters Score -706181.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -706229.750000 Penalty: 4227.495117
	Iteration 16Q: 3 clusters Score -706229.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -706253.312500 Penalty: 4227.495117
	Iteration 17Q: 3 clusters Score -706253.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -706276.812500 Penalty: 4227.495117
	Iteration 18Q: 3 clusters Score -706276.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -706296.312500 Penalty: 4227.495117
	Iteration 19Q: 3 clusters Score -706296.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -706315.437500 Penalty: 4227.495117
	Iteration 20F: 3 clusters Score -706315.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -706333.437500 Penalty: 4227.495117
	Iteration 21Q: 3 clusters Score -706333.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -706353.187500 Penalty: 4227.495117
	Iteration 22Q: 3 clusters Score -706353.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -706368.937500 Penalty: 4227.495117
	Iteration 23Q: 3 clusters Score -706368.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -706384.187500 Penalty: 4227.495117
	Iteration 24Q: 3 clusters Score -706384.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -706397.375000 Penalty: 4227.495117
	Iteration 25Q: 3 clusters Score -706397.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -706409.812500 Penalty: 4227.495117
	Iteration 26Q: 3 clusters Score -706409.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -706424.375000 Penalty: 4227.495117
	Iteration 27Q: 3 clusters Score -706424.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -706447.062500 Penalty: 4227.495117
	Iteration 28Q: 3 clusters Score -706447.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -706469.187500 Penalty: 4227.495117
	Iteration 29Q: 3 clusters Score -706469.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -706492.750000 Penalty: 4227.495117
	Iteration 30Q: 3 clusters Score -706492.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -706511.687500 Penalty: 4227.495117
	Iteration 31Q: 3 clusters Score -706511.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -706528.750000 Penalty: 4227.495117
	Iteration 32Q: 3 clusters Score -706528.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -706541.250000 Penalty: 4227.495117
	Iteration 33Q: 3 clusters Score -706541.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -706555.750000 Penalty: 4227.495117
	Iteration 34Q: 3 clusters Score -706555.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -706572.062500 Penalty: 4227.495117
	Iteration 35Q: 3 clusters Score -706572.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -706584.875000 Penalty: 4227.495117
	Iteration 36Q: 3 clusters Score -706584.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -706595.562500 Penalty: 4227.495117
	Iteration 37Q: 3 clusters Score -706595.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -706606.062500 Penalty: 4227.495117
	Iteration 38Q: 3 clusters Score -706606.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -706617.562500 Penalty: 4227.495117
	Iteration 39Q: 3 clusters Score -706617.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -706636.062500 Penalty: 4227.495117
	Iteration 40F: 3 clusters Score -706636.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -706647.500000 Penalty: 4227.495117
	Iteration 41Q: 3 clusters Score -706647.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -706660.562500 Penalty: 4227.495117
	Iteration 42Q: 3 clusters Score -706660.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -706675.937500 Penalty: 4227.495117
	Iteration 43Q: 3 clusters Score -706675.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -706686.937500 Penalty: 4227.495117
	Iteration 44Q: 3 clusters Score -706686.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -706703.875000 Penalty: 4227.495117
	Iteration 45Q: 3 clusters Score -706703.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -706720.500000 Penalty: 4227.495117
	Iteration 46Q: 3 clusters Score -706720.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -706735.000000 Penalty: 4227.495117
	Iteration 47Q: 3 clusters Score -706735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -706746.062500 Penalty: 4227.495117
	Iteration 48Q: 3 clusters Score -706746.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -706759.437500 Penalty: 4227.495117
	Iteration 49Q: 3 clusters Score -706759.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -706777.937500 Penalty: 4227.495117
	Iteration 50Q: 3 clusters Score -706777.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -706793.312500 Penalty: 4227.495117
	Iteration 51Q: 3 clusters Score -706793.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -706807.562500 Penalty: 4227.495117
	Iteration 52Q: 3 clusters Score -706807.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -706817.437500 Penalty: 4227.495117
	Iteration 53Q: 3 clusters Score -706817.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -706831.750000 Penalty: 4227.495117
	Iteration 54Q: 3 clusters Score -706831.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -706847.000000 Penalty: 4227.495117
	Iteration 55Q: 3 clusters Score -706847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -706860.500000 Penalty: 4227.495117
	Iteration 56Q: 3 clusters Score -706860.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -706871.500000 Penalty: 4227.495117
	Iteration 57Q: 3 clusters Score -706871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -706878.375000 Penalty: 4227.495117
	Iteration 58Q: 3 clusters Score -706878.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -706887.250000 Penalty: 4227.495117
	Iteration 59Q: 3 clusters Score -706887.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -706898.250000 Penalty: 4227.495117
	Iteration 60F: 3 clusters Score -706898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -706911.750000 Penalty: 4227.495117
	Iteration 61Q: 3 clusters Score -706911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -706917.187500 Penalty: 4227.495117
	Iteration 62Q: 3 clusters Score -706917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -706923.625000 Penalty: 4227.495117
	Iteration 63Q: 3 clusters Score -706923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -706929.000000 Penalty: 4227.495117
	Iteration 64Q: 3 clusters Score -706929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -706931.250000 Penalty: 4227.495117
	Iteration 65Q: 3 clusters Score -706931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -706933.687500 Penalty: 4227.495117
	Iteration 66Q: 3 clusters Score -706933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -706934.812500 Penalty: 4227.495117
	Iteration 67Q: 3 clusters Score -706934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -706935.625000 Penalty: 4227.495117
	Iteration 68Q: 3 clusters Score -706935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -706938.812500 Penalty: 4227.495117
	Iteration 69Q: 3 clusters Score -706938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -706939.687500 Penalty: 4227.495117
	Iteration 70Q: 3 clusters Score -706939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -706943.312500 Penalty: 4227.495117
	Iteration 71Q: 3 clusters Score -706943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -706945.687500 Penalty: 4227.495117
	Iteration 72Q: 3 clusters Score -706945.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -706945.437500 Penalty: 4227.495117
	Iteration 73Q: 3 clusters Score -706945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -706945.437500 Penalty: 4227.495117
	Iteration 74Q: 3 clusters Score -706945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -706945.437500 Penalty: 4227.495117
	Iteration 75F: 3 clusters Score -706945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26682.843750 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26682.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25645.941406 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25645.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25787.419922 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25787.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25832.173828 Penalty: 2663.836426
	Iteration 2F: 3 clusters Score -25832.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25888.689453 Penalty: 2663.836426
	Iteration 3F: 3 clusters Score -25888.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25927.730469 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -25927.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25956.316406 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -25956.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25984.232422 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -25984.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25992.820312 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -25992.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25996.722656 Penalty: 2663.836426
	Iteration 8Q: 3 clusters Score -25996.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25996.722656 Penalty: 2663.836426
	Iteration 9F: 3 clusters Score -25996.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -137738.703125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -137738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135799.812500 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -135799.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136087.375000 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -136087.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136148.671875 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -136148.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136178.468750 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -136178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136195.375000 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -136195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136203.890625 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -136203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136215.484375 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -136215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136220.062500 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -136220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136221.812500 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -136221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136221.812500 Penalty: 3412.160645
	Iteration 9F: 3 clusters Score -136221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -242925.437500 Penalty: 1856.819092
	Iteration 0F: 2 clusters Score -242925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -240565.562500 Penalty: 3713.638184
	Iteration 0F: 3 clusters Score -240565.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -241252.140625 Penalty: 3713.638184
	Iteration 1F: 3 clusters Score -241252.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -241495.546875 Penalty: 3713.638184
	Iteration 2F: 3 clusters Score -241495.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -241610.125000 Penalty: 3713.638184
	Iteration 3F: 3 clusters Score -241610.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -241700.765625 Penalty: 3713.638184
	Iteration 4Q: 3 clusters Score -241700.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -241780.109375 Penalty: 3713.638184
	Iteration 5Q: 3 clusters Score -241780.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -241832.000000 Penalty: 3713.638184
	Iteration 6Q: 3 clusters Score -241832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -241876.687500 Penalty: 3713.638184
	Iteration 7Q: 3 clusters Score -241876.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -241917.281250 Penalty: 3713.638184
	Iteration 8Q: 3 clusters Score -241917.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241952.859375 Penalty: 3713.638184
	Iteration 9Q: 3 clusters Score -241952.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -242000.421875 Penalty: 3713.638184
	Iteration 10Q: 3 clusters Score -242000.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -242033.828125 Penalty: 3713.638184
	Iteration 11Q: 3 clusters Score -242033.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -242070.218750 Penalty: 3713.638184
	Iteration 12Q: 3 clusters Score -242070.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -242105.656250 Penalty: 3713.638184
	Iteration 13Q: 3 clusters Score -242105.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -242134.203125 Penalty: 3713.638184
	Iteration 14Q: 3 clusters Score -242134.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -242161.453125 Penalty: 3713.638184
	Iteration 15Q: 3 clusters Score -242161.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -242205.328125 Penalty: 3713.638184
	Iteration 16Q: 3 clusters Score -242205.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -242225.734375 Penalty: 3713.638184
	Iteration 17Q: 3 clusters Score -242225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -242236.312500 Penalty: 3713.638184
	Iteration 18Q: 3 clusters Score -242236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -242240.750000 Penalty: 3713.638184
	Iteration 19Q: 3 clusters Score -242240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -242261.125000 Penalty: 3713.638184
	Iteration 20F: 3 clusters Score -242261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -242283.156250 Penalty: 3713.638184
	Iteration 21Q: 3 clusters Score -242283.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -242295.296875 Penalty: 3713.638184
	Iteration 22Q: 3 clusters Score -242295.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -242307.546875 Penalty: 3713.638184
	Iteration 23Q: 3 clusters Score -242307.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -242317.109375 Penalty: 3713.638184
	Iteration 24Q: 3 clusters Score -242317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -242324.328125 Penalty: 3713.638184
	Iteration 25Q: 3 clusters Score -242324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -242329.781250 Penalty: 3713.638184
	Iteration 26Q: 3 clusters Score -242329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -242330.250000 Penalty: 3713.638184
	Iteration 27Q: 3 clusters Score -242330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -242330.250000 Penalty: 3713.638184
	Iteration 28F: 3 clusters Score -242330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Entering Unmasked Estep 
Score: -4891237.500000 Penalty: 2575.553467
	Iteration 0F: 2 clusters Score -4891238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4869112.000000 Penalty: 5151.106934
	Iteration 0F: 3 clusters Score -4869112 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4877045.500000 Penalty: 5151.106934
	Iteration 1F: 3 clusters Score -4877046 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4877523.500000 Penalty: 5151.106934
	Iteration 2Q: 3 clusters Score -4877524 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4877940.500000 Penalty: 5151.106934
	Iteration 3Q: 3 clusters Score -4877940 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4878380.500000 Penalty: 5151.106934
	Iteration 4Q: 3 clusters Score -4878380 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4878918.000000 Penalty: 5151.106934
	Iteration 5Q: 3 clusters Score -4878918 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4879596.000000 Penalty: 5151.106934
	Iteration 6Q: 3 clusters Score -4879596 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -4880481.000000 Penalty: 5151.106934
	Iteration 7Q: 3 clusters Score -4880481 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4881552.500000 Penalty: 5151.106934
	Iteration 8F: 3 clusters Score -4881552 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4882810.500000 Penalty: 5151.106934
	Iteration 9F: 3 clusters Score -4882810 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4884142.000000 Penalty: 5151.106934
	Iteration 10F: 3 clusters Score -4884142 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4885386.000000 Penalty: 5151.106934
	Iteration 11Q: 3 clusters Score -4885386 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4886340.500000 Penalty: 5151.106934
	Iteration 12Q: 3 clusters Score -4886340 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4886937.500000 Penalty: 5151.106934
	Iteration 13Q: 3 clusters Score -4886938 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4887274.000000 Penalty: 5151.106934
	Iteration 14Q: 3 clusters Score -4887274 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4887464.000000 Penalty: 5151.106934
	Iteration 15Q: 3 clusters Score -4887464 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4887593.000000 Penalty: 5151.106934
	Iteration 16Q: 3 clusters Score -4887593 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4887672.500000 Penalty: 5151.106934
	Iteration 17Q: 3 clusters Score -4887672 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4887753.000000 Penalty: 5151.106934
	Iteration 18Q: 3 clusters Score -4887753 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4887824.000000 Penalty: 5151.106934
	Iteration 19Q: 3 clusters Score -4887824 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4887895.500000 Penalty: 5151.106934
	Iteration 20F: 3 clusters Score -4887896 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4887971.500000 Penalty: 5151.106934
	Iteration 21Q: 3 clusters Score -4887972 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4888029.000000 Penalty: 5151.106934
	Iteration 22Q: 3 clusters Score -4888029 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4888095.500000 Penalty: 5151.106934
	Iteration 23Q: 3 clusters Score -4888096 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4888172.000000 Penalty: 5151.106934
	Iteration 24Q: 3 clusters Score -4888172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4888229.500000 Penalty: 5151.106934
	Iteration 25Q: 3 clusters Score -4888230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4888272.000000 Penalty: 5151.106934
	Iteration 26Q: 3 clusters Score -4888272 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4888332.000000 Penalty: 5151.106934
	Iteration 27Q: 3 clusters Score -4888332 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4888388.500000 Penalty: 5151.106934
	Iteration 28Q: 3 clusters Score -4888388 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4888427.000000 Penalty: 5151.106934
	Iteration 29Q: 3 clusters Score -4888427 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4888476.000000 Penalty: 5151.106934
	Iteration 30Q: 3 clusters Score -4888476 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4888519.500000 Penalty: 5151.106934
	Iteration 31Q: 3 clusters Score -4888520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4888555.000000 Penalty: 5151.106934
	Iteration 32Q: 3 clusters Score -4888555 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4888604.500000 Penalty: 5151.106934
	Iteration 33Q: 3 clusters Score -4888604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4888634.500000 Penalty: 5151.106934
	Iteration 34Q: 3 clusters Score -4888634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4888656.500000 Penalty: 5151.106934
	Iteration 35Q: 3 clusters Score -4888656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4888691.500000 Penalty: 5151.106934
	Iteration 36Q: 3 clusters Score -4888692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4888718.500000 Penalty: 5151.106934
	Iteration 37Q: 3 clusters Score -4888718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4888740.000000 Penalty: 5151.106934
	Iteration 38Q: 3 clusters Score -4888740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4888753.000000 Penalty: 5151.106934
	Iteration 39Q: 3 clusters Score -4888753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4888774.000000 Penalty: 5151.106934
	Iteration 40F: 3 clusters Score -4888774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4888795.000000 Penalty: 5151.106934
	Iteration 41Q: 3 clusters Score -4888795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4888808.500000 Penalty: 5151.106934
	Iteration 42Q: 3 clusters Score -4888808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4888839.000000 Penalty: 5151.106934
	Iteration 43Q: 3 clusters Score -4888839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4888843.000000 Penalty: 5151.106934
	Iteration 44Q: 3 clusters Score -4888843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4888859.500000 Penalty: 5151.106934
	Iteration 45Q: 3 clusters Score -4888860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4888867.500000 Penalty: 5151.106934
	Iteration 46Q: 3 clusters Score -4888868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4888895.500000 Penalty: 5151.106934
	Iteration 47Q: 3 clusters Score -4888896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4888890.500000 Penalty: 5151.106934
	Iteration 48Q: 3 clusters Score -4888890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4888908.000000 Penalty: 5151.106934
	Iteration 49Q: 3 clusters Score -4888908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4888918.000000 Penalty: 5151.106934
	Iteration 50Q: 3 clusters Score -4888918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4888930.000000 Penalty: 5151.106934
	Iteration 51Q: 3 clusters Score -4888930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4888929.000000 Penalty: 5151.106934
	Iteration 52Q: 3 clusters Score -4888929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4888934.000000 Penalty: 5151.106934
	Iteration 53Q: 3 clusters Score -4888934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4888948.000000 Penalty: 5151.106934
	Iteration 54Q: 3 clusters Score -4888948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4888946.000000 Penalty: 5151.106934
	Iteration 55Q: 3 clusters Score -4888946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4888955.000000 Penalty: 5151.106934
	Iteration 56Q: 3 clusters Score -4888955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4888951.500000 Penalty: 5151.106934
	Iteration 57Q: 3 clusters Score -4888952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4888954.500000 Penalty: 5151.106934
	Iteration 58Q: 3 clusters Score -4888954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4888956.500000 Penalty: 5151.106934
	Iteration 59Q: 3 clusters Score -4888956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4888955.000000 Penalty: 5151.106934
	Iteration 60F: 3 clusters Score -4888955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4888955.500000 Penalty: 5151.106934
	Iteration 61Q: 3 clusters Score -4888956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4888958.000000 Penalty: 5151.106934
	Iteration 62Q: 3 clusters Score -4888958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4888959.000000 Penalty: 5151.106934
	Iteration 63Q: 3 clusters Score -4888959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4888959.000000 Penalty: 5151.106934
	Iteration 64F: 3 clusters Score -4888959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -398659.843750 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -398659.8 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 1390 members 
Entering Unmasked Estep 
Score: -395534.406250 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -395534.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -396101.187500 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -396101.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -396259.781250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -396259.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -396339.031250 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -396339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -396391.062500 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -396391.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -396423.531250 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -396423.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -396457.250000 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -396457.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -396485.406250 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -396485.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -396501.937500 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -396501.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -396519.187500 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -396519.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -396538.843750 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -396538.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -396550.500000 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -396550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -396557.093750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -396557.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -396564.218750 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -396564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -396569.312500 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -396569.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -396575.656250 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -396575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -396582.781250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -396582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -396588.093750 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -396588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -396594.375000 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -396594.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -396601.250000 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -396601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -396607.906250 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -396607.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -396615.125000 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -396615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -396629.500000 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -396629.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -396642.968750 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -396643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -396652.718750 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -396652.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -396665.656250 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -396665.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -396679.093750 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -396679.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -396691.593750 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -396691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -396699.031250 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -396699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -396706.593750 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -396706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396713.406250 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -396713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -396716.593750 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -396716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -396721.593750 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -396721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -396726.500000 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -396726.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -396734.312500 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -396734.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -396744.468750 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -396744.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -396751.875000 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -396751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -396759.843750 Penalty: 3927.820312
	Iteration 37Q: 3 clusters Score -396759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -396766.875000 Penalty: 3927.820312
	Iteration 38Q: 3 clusters Score -396766.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -396771.875000 Penalty: 3927.820312
	Iteration 39Q: 3 clusters Score -396771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -396777.593750 Penalty: 3927.820312
	Iteration 40F: 3 clusters Score -396777.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -396788.656250 Penalty: 3927.820312
	Iteration 41Q: 3 clusters Score -396788.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -396796.937500 Penalty: 3927.820312
	Iteration 42Q: 3 clusters Score -396796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -396805.625000 Penalty: 3927.820312
	Iteration 43Q: 3 clusters Score -396805.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -396811.468750 Penalty: 3927.820312
	Iteration 44Q: 3 clusters Score -396811.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -396816.968750 Penalty: 3927.820312
	Iteration 45Q: 3 clusters Score -396817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -396823.468750 Penalty: 3927.820312
	Iteration 46Q: 3 clusters Score -396823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -396829.406250 Penalty: 3927.820312
	Iteration 47Q: 3 clusters Score -396829.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -396839.000000 Penalty: 3927.820312
	Iteration 48Q: 3 clusters Score -396839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -396847.156250 Penalty: 3927.820312
	Iteration 49Q: 3 clusters Score -396847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -396854.250000 Penalty: 3927.820312
	Iteration 50Q: 3 clusters Score -396854.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -396861.156250 Penalty: 3927.820312
	Iteration 51Q: 3 clusters Score -396861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -396870.125000 Penalty: 3927.820312
	Iteration 52Q: 3 clusters Score -396870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -396880.750000 Penalty: 3927.820312
	Iteration 53Q: 3 clusters Score -396880.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -396889.906250 Penalty: 3927.820312
	Iteration 54Q: 3 clusters Score -396889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -396893.968750 Penalty: 3927.820312
	Iteration 55Q: 3 clusters Score -396894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -396900.531250 Penalty: 3927.820312
	Iteration 56Q: 3 clusters Score -396900.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -396910.843750 Penalty: 3927.820312
	Iteration 57Q: 3 clusters Score -396910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -396917.812500 Penalty: 3927.820312
	Iteration 58Q: 3 clusters Score -396917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -396926.843750 Penalty: 3927.820312
	Iteration 59Q: 3 clusters Score -396926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -396935.656250 Penalty: 3927.820312
	Iteration 60F: 3 clusters Score -396935.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -396941.875000 Penalty: 3927.820312
	Iteration 61Q: 3 clusters Score -396941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -396947.968750 Penalty: 3927.820312
	Iteration 62Q: 3 clusters Score -396948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -396953.500000 Penalty: 3927.820312
	Iteration 63Q: 3 clusters Score -396953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -396958.156250 Penalty: 3927.820312
	Iteration 64Q: 3 clusters Score -396958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -396961.500000 Penalty: 3927.820312
	Iteration 65Q: 3 clusters Score -396961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -396965.156250 Penalty: 3927.820312
	Iteration 66Q: 3 clusters Score -396965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -396967.375000 Penalty: 3927.820312
	Iteration 67Q: 3 clusters Score -396967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -396971.218750 Penalty: 3927.820312
	Iteration 68Q: 3 clusters Score -396971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -396973.437500 Penalty: 3927.820312
	Iteration 69Q: 3 clusters Score -396973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -396975.781250 Penalty: 3927.820312
	Iteration 70Q: 3 clusters Score -396975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -396980.156250 Penalty: 3927.820312
	Iteration 71Q: 3 clusters Score -396980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -396984.093750 Penalty: 3927.820312
	Iteration 72Q: 3 clusters Score -396984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -396986.281250 Penalty: 3927.820312
	Iteration 73Q: 3 clusters Score -396986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -396987.593750 Penalty: 3927.820312
	Iteration 74Q: 3 clusters Score -396987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -396989.718750 Penalty: 3927.820312
	Iteration 75Q: 3 clusters Score -396989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -396990.218750 Penalty: 3927.820312
	Iteration 76Q: 3 clusters Score -396990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -396991.218750 Penalty: 3927.820312
	Iteration 77Q: 3 clusters Score -396991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -396991.000000 Penalty: 3927.820312
	Iteration 78Q: 3 clusters Score -396991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -396991.000000 Penalty: 3927.820312
	Iteration 79F: 3 clusters Score -396991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -322045.062500 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -322045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -319275.812500 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -319275.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -319792.343750 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -319792.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -319941.718750 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -319941.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -320042.656250 Penalty: 3815.740723
	Iteration 3F: 3 clusters Score -320042.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -320128.625000 Penalty: 3815.740723
	Iteration 4Q: 3 clusters Score -320128.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -320181.750000 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -320181.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -320230.468750 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -320230.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -320276.343750 Penalty: 3815.740723
	Iteration 7Q: 3 clusters Score -320276.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -320314.468750 Penalty: 3815.740723
	Iteration 8Q: 3 clusters Score -320314.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -320356.593750 Penalty: 3815.740723
	Iteration 9Q: 3 clusters Score -320356.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -320401.593750 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -320401.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -320457.812500 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -320457.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -320519.437500 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -320519.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -320599.593750 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -320599.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -320679.125000 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -320679.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -320747.218750 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -320747.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -320803.687500 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -320803.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -320850.625000 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -320850.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -320891.937500 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -320891.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -320936.437500 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -320936.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -320995.281250 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -320995.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -321067.093750 Penalty: 3815.740723
	Iteration 21Q: 3 clusters Score -321067.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -321188.937500 Penalty: 3815.740723
	Iteration 22Q: 3 clusters Score -321188.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -321307.437500 Penalty: 3815.740723
	Iteration 23Q: 3 clusters Score -321307.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -321419.906250 Penalty: 3815.740723
	Iteration 24Q: 3 clusters Score -321419.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -321491.562500 Penalty: 3815.740723
	Iteration 25Q: 3 clusters Score -321491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -321513.500000 Penalty: 3815.740723
	Iteration 26Q: 3 clusters Score -321513.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -321519.343750 Penalty: 3815.740723
	Iteration 27Q: 3 clusters Score -321519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -321522.281250 Penalty: 3815.740723
	Iteration 28Q: 3 clusters Score -321522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -321522.500000 Penalty: 3815.740723
	Iteration 29Q: 3 clusters Score -321522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -321523.125000 Penalty: 3815.740723
	Iteration 30Q: 3 clusters Score -321523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -321523.125000 Penalty: 3815.740723
	Iteration 31F: 3 clusters Score -321523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -96335.492188 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -96335.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94605.039062 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -94605.04 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94906.968750 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -94906.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95029.296875 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -95029.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95115.054688 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -95115.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95193.320312 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -95193.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95226.039062 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -95226.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95252.851562 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -95252.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95274.195312 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -95274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95286.000000 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -95286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95301.257812 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -95301.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95321.664062 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -95321.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95344.507812 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -95344.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95369.242188 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -95369.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95383.609375 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -95383.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95390.710938 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -95390.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95395.429688 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -95395.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95397.453125 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -95397.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95397.453125 Penalty: 3282.231934
	Iteration 17F: 3 clusters Score -95397.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -35289.984375 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -35289.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34258.722656 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -34258.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34547.687500 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -34547.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34651.843750 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -34651.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34673.347656 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -34673.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34695.531250 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -34695.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34708.503906 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -34708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34717.507812 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -34717.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34733.617188 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -34733.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34738.417969 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -34738.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34748.234375 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -34748.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34772.062500 Penalty: 2874.844727
	Iteration 10Q: 3 clusters Score -34772.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34786.191406 Penalty: 2874.844727
	Iteration 11Q: 3 clusters Score -34786.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34806.503906 Penalty: 2874.844727
	Iteration 12Q: 3 clusters Score -34806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34820.429688 Penalty: 2874.844727
	Iteration 13Q: 3 clusters Score -34820.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34820.429688 Penalty: 2874.844727
	Iteration 14F: 3 clusters Score -34820.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -35123.421875 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -35123.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33959.007812 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -33959.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34072.894531 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -34072.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34119.722656 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -34119.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34154.480469 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -34154.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34158.093750 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -34158.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34158.093750 Penalty: 2773.129639
	Iteration 5F: 3 clusters Score -34158.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (31553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Entering Unmasked Estep 
Score: -4643742.000000 Penalty: 2569.136963
	Iteration 0F: 2 clusters Score -4643742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -4622275.000000 Penalty: 5138.273926
	Iteration 0F: 3 clusters Score -4622275 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -4630026.500000 Penalty: 5138.273926
	Iteration 1F: 3 clusters Score -4630026 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4630490.500000 Penalty: 5138.273926
	Iteration 2Q: 3 clusters Score -4630490 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4630849.000000 Penalty: 5138.273926
	Iteration 3Q: 3 clusters Score -4630849 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -4631209.500000 Penalty: 5138.273926
	Iteration 4Q: 3 clusters Score -4631210 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4631722.000000 Penalty: 5138.273926
	Iteration 5Q: 3 clusters Score -4631722 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4632446.500000 Penalty: 5138.273926
	Iteration 6Q: 3 clusters Score -4632446 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4633454.000000 Penalty: 5138.273926
	Iteration 7F: 3 clusters Score -4633454 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -4635031.500000 Penalty: 5138.273926
	Iteration 8F: 3 clusters Score -4635032 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4637113.500000 Penalty: 5138.273926
	Iteration 9F: 3 clusters Score -4637114 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4639094.500000 Penalty: 5138.273926
	Iteration 10F: 3 clusters Score -4639094 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4640381.500000 Penalty: 5138.273926
	Iteration 11Q: 3 clusters Score -4640382 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4640994.000000 Penalty: 5138.273926
	Iteration 12Q: 3 clusters Score -4640994 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4641248.000000 Penalty: 5138.273926
	Iteration 13Q: 3 clusters Score -4641248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4641364.500000 Penalty: 5138.273926
	Iteration 14Q: 3 clusters Score -4641364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4641424.500000 Penalty: 5138.273926
	Iteration 15Q: 3 clusters Score -4641424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4641465.500000 Penalty: 5138.273926
	Iteration 16Q: 3 clusters Score -4641466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4641487.000000 Penalty: 5138.273926
	Iteration 17Q: 3 clusters Score -4641487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4641508.000000 Penalty: 5138.273926
	Iteration 18Q: 3 clusters Score -4641508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4641521.500000 Penalty: 5138.273926
	Iteration 19Q: 3 clusters Score -4641522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4641522.000000 Penalty: 5138.273926
	Iteration 20F: 3 clusters Score -4641522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4641524.500000 Penalty: 5138.273926
	Iteration 21Q: 3 clusters Score -4641524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4641524.500000 Penalty: 5138.273926
	Iteration 22F: 3 clusters Score -4641524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -517430.562500 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -517430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -513774.187500 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -513774.2 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -514599.125000 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -514599.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -514816.375000 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -514816.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -514939.125000 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -514939.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -515043.687500 Penalty: 4059.519043
	Iteration 4Q: 3 clusters Score -515043.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -515140.093750 Penalty: 4059.519043
	Iteration 5Q: 3 clusters Score -515140.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -515220.437500 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -515220.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -515304.906250 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -515304.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -515395.968750 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -515396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -515515.187500 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -515515.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -515625.468750 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -515625.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -515763.875000 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -515763.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -515917.687500 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -515917.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -516105.937500 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -516105.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -516307.781250 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -516307.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -516539.406250 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -516539.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -516707.843750 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -516707.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -516798.281250 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -516798.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -516838.812500 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -516838.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -516852.593750 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -516852.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -516864.375000 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -516864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -516870.500000 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -516870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -516875.187500 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -516875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -516877.375000 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -516877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -516879.718750 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -516879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -516880.375000 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -516880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -516881.750000 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -516881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -516881.750000 Penalty: 4059.519043
	Iteration 27F: 3 clusters Score -516881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -91814.726562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -91814.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90123.757812 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -90123.76 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90448.187500 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -90448.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90575.156250 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -90575.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90629.109375 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -90629.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90670.445312 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -90670.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90709.281250 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -90709.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90745.671875 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -90745.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90801.382812 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -90801.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90864.859375 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -90864.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90906.390625 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -90906.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90940.765625 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -90940.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90981.320312 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -90981.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91028.742188 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -91028.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91054.984375 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -91054.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91075.773438 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -91075.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91094.750000 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -91094.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91127.656250 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -91127.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91179.750000 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -91179.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91206.039062 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -91206.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91263.218750 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -91263.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91311.781250 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -91311.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91372.781250 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -91372.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91477.851562 Penalty: 3267.424805
	Iteration 22Q: 3 clusters Score -91477.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91638.703125 Penalty: 3267.424805
	Iteration 23Q: 3 clusters Score -91638.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91780.265625 Penalty: 3267.424805
	Iteration 24Q: 3 clusters Score -91780.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91851.875000 Penalty: 3267.424805
	Iteration 25Q: 3 clusters Score -91851.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91872.250000 Penalty: 3267.424805
	Iteration 26Q: 3 clusters Score -91872.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91901.617188 Penalty: 3267.424805
	Iteration 27Q: 3 clusters Score -91901.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91905.367188 Penalty: 3267.424805
	Iteration 28F: 3 clusters Score -91905.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91946.203125 Penalty: 3267.424805
	Iteration 29Q: 3 clusters Score -91946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91946.203125 Penalty: 3267.424805
	Iteration 30F: 3 clusters Score -91946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 25233 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 12927 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47591 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 210498 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6221 members 
Mstep: Class 17 contains 7910 members 
Mstep: Class 18 contains 117098 members 
Mstep: Class 19 contains 24394 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 32380 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2193 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31553 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 383 members 
Mstep: Class 33 contains 675 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 343 members 
Entering Unmasked Estep 
Score: -95477960.000000 Penalty: 119653.656250
Splitting cluster 32 changes total score from -95479072.000000 to -95477960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -76275.984375 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -76275.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74677.898438 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -74677.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74900.515625 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -74900.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74963.296875 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -74963.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74997.851562 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -74997.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75037.507812 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -75037.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75084.992188 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -75084.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75118.617188 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -75118.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75139.921875 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -75139.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -75163.343750 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -75163.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75183.398438 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -75183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75196.765625 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -75196.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -75205.343750 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -75205.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75206.351562 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -75206.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75206.351562 Penalty: 3231.297607
	Iteration 13F: 3 clusters Score -75206.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -347352.343750 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -347352.3 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 1206 members 
Entering Unmasked Estep 
Score: -344483.531250 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -344483.5 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -345041.468750 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -345041.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -345158.875000 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -345158.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -345223.531250 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -345223.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -345253.218750 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -345253.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -345269.187500 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -345269.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345286.031250 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -345286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -345298.312500 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -345298.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -345310.406250 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -345310.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -345316.093750 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -345316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -345321.437500 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -345321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -345324.875000 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -345324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -345328.906250 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -345328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -345332.156250 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -345332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -345336.937500 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -345336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -345340.968750 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -345341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -345342.218750 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -345342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -345344.500000 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -345344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -345345.437500 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -345345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -345346.531250 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -345346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -345346.812500 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -345346.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35097.421875 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -35097.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33863.281250 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -33863.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34012.703125 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -34012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34073.207031 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -34073.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34089.714844 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -34089.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34092.964844 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -34092.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34095.093750 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -34095.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34101.867188 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -34101.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34104.351562 Penalty: 2785.918457
	Iteration 7Q: 3 clusters Score -34104.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34108.976562 Penalty: 2785.918457
	Iteration 8Q: 3 clusters Score -34108.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34113.511719 Penalty: 2785.918457
	Iteration 9Q: 3 clusters Score -34113.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34113.511719 Penalty: 2785.918457
	Iteration 10F: 3 clusters Score -34113.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 25233 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 12927 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47591 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 210498 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6221 members 
Mstep: Class 17 contains 7910 members 
Mstep: Class 18 contains 117098 members 
Mstep: Class 19 contains 24394 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 32380 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2193 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31553 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 675 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479624.000000 Penalty: 116329.945312
Iteration 159Q: 36 clusters Score -9.547962e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 25233 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13683 members 
Mstep: Class 7 contains 12927 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 209326 members 
Mstep: Class 14 contains 62656 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6228 members 
Mstep: Class 17 contains 7922 members 
Mstep: Class 18 contains 118864 members 
Mstep: Class 19 contains 24396 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 31778 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2194 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31530 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 676 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480168.000000 Penalty: 116329.945312
Iteration 160F: 36 clusters Score -9.548017e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 25236 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 12922 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16607 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 207845 members 
Mstep: Class 14 contains 62659 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6234 members 
Mstep: Class 17 contains 7931 members 
Mstep: Class 18 contains 120951 members 
Mstep: Class 19 contains 24401 members 
Mstep: Class 20 contains 5040 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 31148 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2197 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31506 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 678 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480888.000000 Penalty: 116329.945312
Iteration 161Q: 36 clusters Score -9.548089e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 25243 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 13686 members 
Mstep: Class 7 contains 12912 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16611 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 47593 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 205963 members 
Mstep: Class 14 contains 62679 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 7935 members 
Mstep: Class 18 contains 123594 members 
Mstep: Class 19 contains 24407 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 30358 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2198 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31471 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 678 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481328.000000 Penalty: 116329.945312
Iteration 162Q: 36 clusters Score -9.548133e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 25247 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 12906 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16607 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 47593 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 203608 members 
Mstep: Class 14 contains 62699 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6252 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 126838 members 
Mstep: Class 19 contains 24414 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 29445 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2201 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31420 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 675 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481824.000000 Penalty: 116329.945312
Iteration 163Q: 36 clusters Score -9.548182e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 25253 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 12902 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16606 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 47603 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 200690 members 
Mstep: Class 14 contains 62736 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 6255 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 18 contains 130823 members 
Mstep: Class 19 contains 24415 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1782 members 
Mstep: Class 24 contains 28372 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2205 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31373 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481904.000000 Penalty: 116329.945312
Iteration 164Q: 36 clusters Score -9.54819e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 25246 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13683 members 
Mstep: Class 7 contains 12887 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16610 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 47609 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 197271 members 
Mstep: Class 14 contains 62787 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6258 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 135471 members 
Mstep: Class 19 contains 24419 members 
Mstep: Class 20 contains 5120 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 1782 members 
Mstep: Class 24 contains 27102 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2209 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 31315 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482112.000000 Penalty: 116329.945312
Iteration 165Q: 36 clusters Score -9.548211e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 25237 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10505 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13676 members 
Mstep: Class 7 contains 12875 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16616 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 47602 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 193171 members 
Mstep: Class 14 contains 62820 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6266 members 
Mstep: Class 17 contains 7933 members 
Mstep: Class 18 contains 141016 members 
Mstep: Class 19 contains 24426 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 25648 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2212 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31234 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482528.000000 Penalty: 116329.945312
Iteration 166Q: 36 clusters Score -9.548253e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 25241 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10517 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 12865 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16634 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 47607 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 188412 members 
Mstep: Class 14 contains 62866 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 7942 members 
Mstep: Class 18 contains 147226 members 
Mstep: Class 19 contains 24436 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 24098 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2223 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31150 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 676 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481728.000000 Penalty: 116329.945312
Iteration 167Q: 36 clusters Score -9.548173e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 25243 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 12854 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16640 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 47613 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 183440 members 
Mstep: Class 14 contains 62913 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 17 contains 7925 members 
Mstep: Class 18 contains 153643 members 
Mstep: Class 19 contains 24446 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 22595 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2225 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31081 members 
Mstep: Class 31 contains 3587 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480800.000000 Penalty: 116329.945312
Iteration 168Q: 36 clusters Score -9.54808e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 25245 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13679 members 
Mstep: Class 7 contains 12840 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16646 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 47618 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 178400 members 
Mstep: Class 14 contains 62979 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6310 members 
Mstep: Class 17 contains 7915 members 
Mstep: Class 18 contains 160046 members 
Mstep: Class 19 contains 24451 members 
Mstep: Class 20 contains 5203 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 21203 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 2228 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31018 members 
Mstep: Class 31 contains 3589 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480136.000000 Penalty: 116329.945312
Iteration 169Q: 36 clusters Score -9.548014e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 25243 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13672 members 
Mstep: Class 7 contains 12831 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16642 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 47629 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 173766 members 
Mstep: Class 14 contains 62965 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 7909 members 
Mstep: Class 18 contains 165986 members 
Mstep: Class 19 contains 24462 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 19940 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2238 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 30961 members 
Mstep: Class 31 contains 3590 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478704.000000 Penalty: 116329.945312
Iteration 170Q: 36 clusters Score -9.54787e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 25248 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13681 members 
Mstep: Class 7 contains 12816 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16645 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 47637 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 62955 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 7884 members 
Mstep: Class 18 contains 170716 members 
Mstep: Class 19 contains 24481 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 1783 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 30924 members 
Mstep: Class 31 contains 3590 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478096.000000 Penalty: 116329.945312
Iteration 171Q: 36 clusters Score -9.54781e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 25254 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13695 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16639 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 47651 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 167623 members 
Mstep: Class 14 contains 62893 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 173895 members 
Mstep: Class 19 contains 24500 members 
Mstep: Class 20 contains 5234 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 1780 members 
Mstep: Class 24 contains 18256 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 30909 members 
Mstep: Class 31 contains 3590 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477688.000000 Penalty: 116329.945312
Iteration 172Q: 36 clusters Score -9.547769e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 25262 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13704 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16630 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 47685 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 166211 members 
Mstep: Class 14 contains 62839 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 7823 members 
Mstep: Class 18 contains 175737 members 
Mstep: Class 19 contains 24505 members 
Mstep: Class 20 contains 5241 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 1780 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 30947 members 
Mstep: Class 31 contains 3591 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477272.000000 Penalty: 116329.945312
Iteration 173Q: 36 clusters Score -9.547727e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 25281 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13713 members 
Mstep: Class 7 contains 12780 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16622 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 47718 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 165884 members 
Mstep: Class 14 contains 62750 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 7796 members 
Mstep: Class 18 contains 176404 members 
Mstep: Class 19 contains 24504 members 
Mstep: Class 20 contains 5213 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 1779 members 
Mstep: Class 24 contains 17474 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31025 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477280.000000 Penalty: 116329.945312
Iteration 174Q: 36 clusters Score -9.547728e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 25295 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13735 members 
Mstep: Class 7 contains 12769 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16621 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 47748 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 166246 members 
Mstep: Class 14 contains 62702 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 7774 members 
Mstep: Class 18 contains 176154 members 
Mstep: Class 19 contains 24509 members 
Mstep: Class 20 contains 5192 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 1778 members 
Mstep: Class 24 contains 17258 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31145 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477512.000000 Penalty: 116329.945312
Iteration 175Q: 36 clusters Score -9.547751e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 25309 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13755 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16607 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 47766 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 167217 members 
Mstep: Class 14 contains 62649 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 18 contains 175219 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 17107 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2251 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31288 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477432.000000 Penalty: 116329.945312
Iteration 176Q: 36 clusters Score -9.547743e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 25317 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13771 members 
Mstep: Class 7 contains 12758 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16605 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 47779 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 168438 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 7737 members 
Mstep: Class 18 contains 173948 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 16997 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31450 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477624.000000 Penalty: 116329.945312
Iteration 177Q: 36 clusters Score -9.547762e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 25333 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13783 members 
Mstep: Class 7 contains 12756 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16592 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 47807 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 169997 members 
Mstep: Class 14 contains 62574 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 172358 members 
Mstep: Class 19 contains 24509 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 1777 members 
Mstep: Class 24 contains 16877 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31614 members 
Mstep: Class 31 contains 3594 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478160.000000 Penalty: 116329.945312
Iteration 178Q: 36 clusters Score -9.547816e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 25339 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13800 members 
Mstep: Class 7 contains 12758 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16589 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 47819 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 171628 members 
Mstep: Class 14 contains 62554 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6367 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 170608 members 
Mstep: Class 19 contains 24501 members 
Mstep: Class 20 contains 5157 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 16802 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2244 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31776 members 
Mstep: Class 31 contains 3595 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478712.000000 Penalty: 116329.945312
Iteration 179Q: 36 clusters Score -9.547871e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 25342 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13812 members 
Mstep: Class 7 contains 12752 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16590 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 47826 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 173321 members 
Mstep: Class 14 contains 62559 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 7670 members 
Mstep: Class 18 contains 168727 members 
Mstep: Class 19 contains 24503 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1775 members 
Mstep: Class 24 contains 16770 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2252 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 31946 members 
Mstep: Class 31 contains 3595 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480568.000000 Penalty: 116329.945312
Iteration 180F: 36 clusters Score -9.548057e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 25345 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13821 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16578 members 
Mstep: Class 10 contains 3033 members 
Mstep: Class 11 contains 47836 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 173414 members 
Mstep: Class 14 contains 62430 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 6362 members 
Mstep: Class 17 contains 7640 members 
Mstep: Class 18 contains 168590 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 5140 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 16806 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2251 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 270 members 
Mstep: Class 30 contains 32085 members 
Mstep: Class 31 contains 3596 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480744.000000 Penalty: 116329.945312
Iteration 181Q: 36 clusters Score -9.548074e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 25360 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 12738 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16568 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 47851 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 174032 members 
Mstep: Class 14 contains 62266 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 167907 members 
Mstep: Class 19 contains 24501 members 
Mstep: Class 20 contains 5115 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 16862 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2257 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 270 members 
Mstep: Class 30 contains 32233 members 
Mstep: Class 31 contains 3596 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480864.000000 Penalty: 116329.945312
Iteration 182Q: 36 clusters Score -9.548086e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 25376 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13841 members 
Mstep: Class 7 contains 12732 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16573 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 47865 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 175028 members 
Mstep: Class 14 contains 62148 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 7599 members 
Mstep: Class 18 contains 166785 members 
Mstep: Class 19 contains 24499 members 
Mstep: Class 20 contains 5093 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 16935 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2253 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 32388 members 
Mstep: Class 31 contains 3599 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480920.000000 Penalty: 116329.945312
Iteration 183Q: 36 clusters Score -9.548092e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 25388 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13852 members 
Mstep: Class 7 contains 12723 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16561 members 
Mstep: Class 10 contains 3182 members 
Mstep: Class 11 contains 47884 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 176163 members 
Mstep: Class 14 contains 62076 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6390 members 
Mstep: Class 17 contains 7575 members 
Mstep: Class 18 contains 165439 members 
Mstep: Class 19 contains 24512 members 
Mstep: Class 20 contains 5073 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 17024 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2256 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 32565 members 
Mstep: Class 31 contains 3599 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481272.000000 Penalty: 116329.945312
Iteration 184Q: 36 clusters Score -9.548127e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 25399 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13866 members 
Mstep: Class 7 contains 12718 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16558 members 
Mstep: Class 10 contains 3228 members 
Mstep: Class 11 contains 47889 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 177476 members 
Mstep: Class 14 contains 62033 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 7545 members 
Mstep: Class 18 contains 163834 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 5052 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 17135 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 2257 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 32790 members 
Mstep: Class 31 contains 3599 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481600.000000 Penalty: 116329.945312
Iteration 185Q: 36 clusters Score -9.54816e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 25412 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13877 members 
Mstep: Class 7 contains 12711 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16565 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 47893 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 178949 members 
Mstep: Class 14 contains 62008 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 162042 members 
Mstep: Class 19 contains 24517 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 17233 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2261 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 33000 members 
Mstep: Class 31 contains 3599 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482184.000000 Penalty: 116329.945312
Iteration 186Q: 36 clusters Score -9.548218e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 25418 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10438 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13899 members 
Mstep: Class 7 contains 12704 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16571 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 47897 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 180635 members 
Mstep: Class 14 contains 61996 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 160070 members 
Mstep: Class 19 contains 24512 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1764 members 
Mstep: Class 24 contains 17312 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2259 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 33190 members 
Mstep: Class 31 contains 3599 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482480.000000 Penalty: 116329.945312
Iteration 187Q: 36 clusters Score -9.548248e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 25422 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13909 members 
Mstep: Class 7 contains 12701 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16575 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 182386 members 
Mstep: Class 14 contains 62009 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 158018 members 
Mstep: Class 19 contains 24509 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 1764 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2259 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 33363 members 
Mstep: Class 31 contains 3599 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482912.000000 Penalty: 116329.945312
Iteration 188Q: 36 clusters Score -9.548291e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 25421 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13916 members 
Mstep: Class 7 contains 12695 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16574 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 47939 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 184057 members 
Mstep: Class 14 contains 62035 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 7479 members 
Mstep: Class 18 contains 156020 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17426 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2262 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 33580 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95483728.000000 Penalty: 116329.945312
Iteration 189Q: 36 clusters Score -9.548373e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 25421 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10416 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13924 members 
Mstep: Class 7 contains 12693 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16572 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 47952 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 185760 members 
Mstep: Class 14 contains 62068 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 154010 members 
Mstep: Class 19 contains 24505 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17463 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 33785 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484200.000000 Penalty: 116329.945312
Iteration 190Q: 36 clusters Score -9.54842e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 25421 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13926 members 
Mstep: Class 7 contains 12691 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16569 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 47958 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 187532 members 
Mstep: Class 14 contains 62100 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 18 contains 152000 members 
Mstep: Class 19 contains 24508 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17476 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 33952 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484712.000000 Penalty: 116329.945312
Iteration 191Q: 36 clusters Score -9.548471e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 25420 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10393 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13929 members 
Mstep: Class 7 contains 12688 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16576 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 47962 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 189200 members 
Mstep: Class 14 contains 62156 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 150111 members 
Mstep: Class 19 contains 24520 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17451 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34113 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485208.000000 Penalty: 116329.945312
Iteration 192Q: 36 clusters Score -9.548521e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 25423 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10379 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13928 members 
Mstep: Class 7 contains 12683 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16574 members 
Mstep: Class 10 contains 3604 members 
Mstep: Class 11 contains 47963 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 190722 members 
Mstep: Class 14 contains 62207 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6411 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 148404 members 
Mstep: Class 19 contains 24526 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 17420 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34262 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485392.000000 Penalty: 116329.945312
Iteration 193Q: 36 clusters Score -9.548539e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 25420 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13933 members 
Mstep: Class 7 contains 12683 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16567 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 47959 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 192100 members 
Mstep: Class 14 contains 62261 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 146848 members 
Mstep: Class 19 contains 24527 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 17383 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34396 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485480.000000 Penalty: 116329.945312
Iteration 194Q: 36 clusters Score -9.548548e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 25416 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10366 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13931 members 
Mstep: Class 7 contains 12682 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16564 members 
Mstep: Class 10 contains 3703 members 
Mstep: Class 11 contains 47961 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 193346 members 
Mstep: Class 14 contains 62333 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 145392 members 
Mstep: Class 19 contains 24527 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17365 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485688.000000 Penalty: 116329.945312
Iteration 195Q: 36 clusters Score -9.548569e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 25411 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10353 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 7 contains 12682 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16563 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 47963 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 194480 members 
Mstep: Class 14 contains 62387 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 144119 members 
Mstep: Class 19 contains 24524 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17342 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34603 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486224.000000 Penalty: 116329.945312
Iteration 196Q: 36 clusters Score -9.548622e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 25414 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16555 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 47960 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195495 members 
Mstep: Class 14 contains 62429 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 7424 members 
Mstep: Class 18 contains 143005 members 
Mstep: Class 19 contains 24529 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17317 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34674 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486320.000000 Penalty: 116329.945312
Iteration 197Q: 36 clusters Score -9.548632e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 25415 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13931 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16564 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 47957 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 196374 members 
Mstep: Class 14 contains 62471 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 142014 members 
Mstep: Class 19 contains 24530 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17265 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34731 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486728.000000 Penalty: 116329.945312
Iteration 198Q: 36 clusters Score -9.548673e+07 nChanged 1717
Entering ConstructFrom: 
Score: -95486728.000000 Penalty: 116329.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Entering Unmasked Estep 
Score: -1580498.000000 Penalty: 2307.981689
	Iteration 0F: 2 clusters Score -1580498 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 5458 members 
Entering Unmasked Estep 
Score: -1572195.375000 Penalty: 4615.963379
	Iteration 0F: 3 clusters Score -1572195 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1574725.375000 Penalty: 4615.963379
	Iteration 1F: 3 clusters Score -1574725 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1575151.000000 Penalty: 4615.963379
	Iteration 2F: 3 clusters Score -1575151 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1575524.875000 Penalty: 4615.963379
	Iteration 3F: 3 clusters Score -1575525 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1575933.125000 Penalty: 4615.963379
	Iteration 4F: 3 clusters Score -1575933 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1576377.250000 Penalty: 4615.963379
	Iteration 5F: 3 clusters Score -1576377 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1576796.625000 Penalty: 4615.963379
	Iteration 6F: 3 clusters Score -1576797 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1577212.750000 Penalty: 4615.963379
	Iteration 7Q: 3 clusters Score -1577213 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1577570.375000 Penalty: 4615.963379
	Iteration 8Q: 3 clusters Score -1577570 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1577864.125000 Penalty: 4615.963379
	Iteration 9Q: 3 clusters Score -1577864 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1578074.250000 Penalty: 4615.963379
	Iteration 10Q: 3 clusters Score -1578074 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1578259.000000 Penalty: 4615.963379
	Iteration 11Q: 3 clusters Score -1578259 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1578390.625000 Penalty: 4615.963379
	Iteration 12Q: 3 clusters Score -1578391 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1578504.750000 Penalty: 4615.963379
	Iteration 13Q: 3 clusters Score -1578505 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1578610.750000 Penalty: 4615.963379
	Iteration 14Q: 3 clusters Score -1578611 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1578675.500000 Penalty: 4615.963379
	Iteration 15Q: 3 clusters Score -1578676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1578731.625000 Penalty: 4615.963379
	Iteration 16Q: 3 clusters Score -1578732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1578785.375000 Penalty: 4615.963379
	Iteration 17Q: 3 clusters Score -1578785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1578820.125000 Penalty: 4615.963379
	Iteration 18Q: 3 clusters Score -1578820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1578847.750000 Penalty: 4615.963379
	Iteration 19Q: 3 clusters Score -1578848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1578866.625000 Penalty: 4615.963379
	Iteration 20F: 3 clusters Score -1578867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1578882.250000 Penalty: 4615.963379
	Iteration 21Q: 3 clusters Score -1578882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1578896.375000 Penalty: 4615.963379
	Iteration 22Q: 3 clusters Score -1578896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1578905.750000 Penalty: 4615.963379
	Iteration 23Q: 3 clusters Score -1578906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1578915.375000 Penalty: 4615.963379
	Iteration 24Q: 3 clusters Score -1578915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1578924.500000 Penalty: 4615.963379
	Iteration 25Q: 3 clusters Score -1578924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1578926.125000 Penalty: 4615.963379
	Iteration 26Q: 3 clusters Score -1578926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1578932.375000 Penalty: 4615.963379
	Iteration 27Q: 3 clusters Score -1578932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1578936.125000 Penalty: 4615.963379
	Iteration 28Q: 3 clusters Score -1578936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1578939.375000 Penalty: 4615.963379
	Iteration 29Q: 3 clusters Score -1578939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1578941.375000 Penalty: 4615.963379
	Iteration 30Q: 3 clusters Score -1578941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1578945.125000 Penalty: 4615.963379
	Iteration 31Q: 3 clusters Score -1578945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1578946.500000 Penalty: 4615.963379
	Iteration 32Q: 3 clusters Score -1578946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1578946.500000 Penalty: 4615.963379
	Iteration 33F: 3 clusters Score -1578946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Entering Unmasked Estep 
Score: -3541946.500000 Penalty: 2515.526611
	Iteration 0F: 2 clusters Score -3541946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3524347.000000 Penalty: 5031.053223
	Iteration 0F: 3 clusters Score -3524347 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3530436.250000 Penalty: 5031.053223
	Iteration 1F: 3 clusters Score -3530436 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3530953.500000 Penalty: 5031.053223
	Iteration 2F: 3 clusters Score -3530954 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3531496.750000 Penalty: 5031.053223
	Iteration 3Q: 3 clusters Score -3531497 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3532082.000000 Penalty: 5031.053223
	Iteration 4F: 3 clusters Score -3532082 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3532783.750000 Penalty: 5031.053223
	Iteration 5F: 3 clusters Score -3532784 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3533626.250000 Penalty: 5031.053223
	Iteration 6F: 3 clusters Score -3533626 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3534566.750000 Penalty: 5031.053223
	Iteration 7F: 3 clusters Score -3534567 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3535503.250000 Penalty: 5031.053223
	Iteration 8F: 3 clusters Score -3535503 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3536306.250000 Penalty: 5031.053223
	Iteration 9Q: 3 clusters Score -3536306 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3536920.500000 Penalty: 5031.053223
	Iteration 10Q: 3 clusters Score -3536920 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3537303.000000 Penalty: 5031.053223
	Iteration 11Q: 3 clusters Score -3537303 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3537514.500000 Penalty: 5031.053223
	Iteration 12Q: 3 clusters Score -3537514 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3537659.000000 Penalty: 5031.053223
	Iteration 13Q: 3 clusters Score -3537659 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3537766.750000 Penalty: 5031.053223
	Iteration 14Q: 3 clusters Score -3537767 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3537823.250000 Penalty: 5031.053223
	Iteration 15Q: 3 clusters Score -3537823 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3537876.000000 Penalty: 5031.053223
	Iteration 16Q: 3 clusters Score -3537876 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3537902.500000 Penalty: 5031.053223
	Iteration 17Q: 3 clusters Score -3537902 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3537948.750000 Penalty: 5031.053223
	Iteration 18Q: 3 clusters Score -3537949 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3537990.750000 Penalty: 5031.053223
	Iteration 19Q: 3 clusters Score -3537991 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3538027.250000 Penalty: 5031.053223
	Iteration 20F: 3 clusters Score -3538027 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3538052.000000 Penalty: 5031.053223
	Iteration 21Q: 3 clusters Score -3538052 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3538074.000000 Penalty: 5031.053223
	Iteration 22Q: 3 clusters Score -3538074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3538084.000000 Penalty: 5031.053223
	Iteration 23Q: 3 clusters Score -3538084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3538098.750000 Penalty: 5031.053223
	Iteration 24Q: 3 clusters Score -3538099 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3538116.750000 Penalty: 5031.053223
	Iteration 25Q: 3 clusters Score -3538117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3538137.250000 Penalty: 5031.053223
	Iteration 26Q: 3 clusters Score -3538137 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3538151.000000 Penalty: 5031.053223
	Iteration 27Q: 3 clusters Score -3538151 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3538181.750000 Penalty: 5031.053223
	Iteration 28Q: 3 clusters Score -3538182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3538191.500000 Penalty: 5031.053223
	Iteration 29Q: 3 clusters Score -3538192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3538213.000000 Penalty: 5031.053223
	Iteration 30Q: 3 clusters Score -3538213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3538228.250000 Penalty: 5031.053223
	Iteration 31Q: 3 clusters Score -3538228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3538227.000000 Penalty: 5031.053223
	Iteration 32Q: 3 clusters Score -3538227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3538235.500000 Penalty: 5031.053223
	Iteration 33Q: 3 clusters Score -3538236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3538239.500000 Penalty: 5031.053223
	Iteration 34Q: 3 clusters Score -3538240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3538247.500000 Penalty: 5031.053223
	Iteration 35Q: 3 clusters Score -3538248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3538257.500000 Penalty: 5031.053223
	Iteration 36Q: 3 clusters Score -3538258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3538260.250000 Penalty: 5031.053223
	Iteration 37Q: 3 clusters Score -3538260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3538278.500000 Penalty: 5031.053223
	Iteration 38Q: 3 clusters Score -3538278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3538274.750000 Penalty: 5031.053223
	Iteration 39Q: 3 clusters Score -3538275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3538267.000000 Penalty: 5031.053223
	Iteration 40F: 3 clusters Score -3538267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3538272.750000 Penalty: 5031.053223
	Iteration 41Q: 3 clusters Score -3538273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3538272.000000 Penalty: 5031.053223
	Iteration 42Q: 3 clusters Score -3538272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3538275.250000 Penalty: 5031.053223
	Iteration 43Q: 3 clusters Score -3538275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3538275.250000 Penalty: 5031.053223
	Iteration 44Q: 3 clusters Score -3538275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3538281.000000 Penalty: 5031.053223
	Iteration 45Q: 3 clusters Score -3538281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3538281.500000 Penalty: 5031.053223
	Iteration 46Q: 3 clusters Score -3538282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3538285.000000 Penalty: 5031.053223
	Iteration 47Q: 3 clusters Score -3538285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3538275.250000 Penalty: 5031.053223
	Iteration 48Q: 3 clusters Score -3538275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3538276.750000 Penalty: 5031.053223
	Iteration 49Q: 3 clusters Score -3538277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3538273.000000 Penalty: 5031.053223
	Iteration 50Q: 3 clusters Score -3538273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3538274.000000 Penalty: 5031.053223
	Iteration 51Q: 3 clusters Score -3538274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3538280.500000 Penalty: 5031.053223
	Iteration 52Q: 3 clusters Score -3538280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3538283.000000 Penalty: 5031.053223
	Iteration 53Q: 3 clusters Score -3538283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3538275.750000 Penalty: 5031.053223
	Iteration 54Q: 3 clusters Score -3538276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3538277.000000 Penalty: 5031.053223
	Iteration 55Q: 3 clusters Score -3538277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3538281.250000 Penalty: 5031.053223
	Iteration 56Q: 3 clusters Score -3538281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3538282.500000 Penalty: 5031.053223
	Iteration 57Q: 3 clusters Score -3538282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3538284.250000 Penalty: 5031.053223
	Iteration 58Q: 3 clusters Score -3538284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3538289.000000 Penalty: 5031.053223
	Iteration 59Q: 3 clusters Score -3538289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3538291.000000 Penalty: 5031.053223
	Iteration 60F: 3 clusters Score -3538291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3538288.750000 Penalty: 5031.053223
	Iteration 61Q: 3 clusters Score -3538289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3538288.250000 Penalty: 5031.053223
	Iteration 62Q: 3 clusters Score -3538288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3538285.250000 Penalty: 5031.053223
	Iteration 63Q: 3 clusters Score -3538285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3538288.750000 Penalty: 5031.053223
	Iteration 64Q: 3 clusters Score -3538289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3538293.000000 Penalty: 5031.053223
	Iteration 65Q: 3 clusters Score -3538293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3538297.000000 Penalty: 5031.053223
	Iteration 66Q: 3 clusters Score -3538297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3538295.750000 Penalty: 5031.053223
	Iteration 67Q: 3 clusters Score -3538296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3538285.250000 Penalty: 5031.053223
	Iteration 68Q: 3 clusters Score -3538285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3538290.250000 Penalty: 5031.053223
	Iteration 69Q: 3 clusters Score -3538290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3538293.250000 Penalty: 5031.053223
	Iteration 70Q: 3 clusters Score -3538293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3538292.500000 Penalty: 5031.053223
	Iteration 71Q: 3 clusters Score -3538292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3538290.500000 Penalty: 5031.053223
	Iteration 72Q: 3 clusters Score -3538290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3538286.000000 Penalty: 5031.053223
	Iteration 73Q: 3 clusters Score -3538286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3538288.250000 Penalty: 5031.053223
	Iteration 74Q: 3 clusters Score -3538288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3538290.750000 Penalty: 5031.053223
	Iteration 75Q: 3 clusters Score -3538291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3538290.000000 Penalty: 5031.053223
	Iteration 76Q: 3 clusters Score -3538290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3538290.500000 Penalty: 5031.053223
	Iteration 77Q: 3 clusters Score -3538290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3538291.500000 Penalty: 5031.053223
	Iteration 78Q: 3 clusters Score -3538292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3538295.000000 Penalty: 5031.053223
	Iteration 79Q: 3 clusters Score -3538295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3538296.500000 Penalty: 5031.053223
	Iteration 80F: 3 clusters Score -3538296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3538300.000000 Penalty: 5031.053223
	Iteration 81Q: 3 clusters Score -3538300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3538297.000000 Penalty: 5031.053223
	Iteration 82Q: 3 clusters Score -3538297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3538297.000000 Penalty: 5031.053223
	Iteration 83F: 3 clusters Score -3538297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -54777.625000 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -54777.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53410.679688 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -53410.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53634.855469 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -53634.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -53705.398438 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -53705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53748.761719 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -53748.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53795.656250 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -53795.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53825.101562 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -53825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53849.980469 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -53849.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53871.898438 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -53871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53878.269531 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -53878.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53880.164062 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -53880.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53885.433594 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -53885.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53890.250000 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -53890.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53894.210938 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -53894.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53894.210938 Penalty: 2991.219971
	Iteration 13F: 3 clusters Score -53894.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1487459.125000 Penalty: 2292.528076
	Iteration 0F: 2 clusters Score -1487459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1479647.000000 Penalty: 4585.056152
	Iteration 0F: 3 clusters Score -1479647 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1481938.125000 Penalty: 4585.056152
	Iteration 1F: 3 clusters Score -1481938 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1482328.500000 Penalty: 4585.056152
	Iteration 2F: 3 clusters Score -1482328 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1482722.250000 Penalty: 4585.056152
	Iteration 3F: 3 clusters Score -1482722 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1483147.875000 Penalty: 4585.056152
	Iteration 4F: 3 clusters Score -1483148 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1483639.250000 Penalty: 4585.056152
	Iteration 5F: 3 clusters Score -1483639 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1484118.750000 Penalty: 4585.056152
	Iteration 6F: 3 clusters Score -1484119 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1484556.875000 Penalty: 4585.056152
	Iteration 7F: 3 clusters Score -1484557 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1484902.750000 Penalty: 4585.056152
	Iteration 8F: 3 clusters Score -1484903 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1485149.250000 Penalty: 4585.056152
	Iteration 9Q: 3 clusters Score -1485149 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1485343.125000 Penalty: 4585.056152
	Iteration 10Q: 3 clusters Score -1485343 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1485491.375000 Penalty: 4585.056152
	Iteration 11Q: 3 clusters Score -1485491 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1485611.875000 Penalty: 4585.056152
	Iteration 12Q: 3 clusters Score -1485612 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1485724.500000 Penalty: 4585.056152
	Iteration 13Q: 3 clusters Score -1485724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1485833.250000 Penalty: 4585.056152
	Iteration 14Q: 3 clusters Score -1485833 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1485938.375000 Penalty: 4585.056152
	Iteration 15Q: 3 clusters Score -1485938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1486026.000000 Penalty: 4585.056152
	Iteration 16Q: 3 clusters Score -1486026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1486087.375000 Penalty: 4585.056152
	Iteration 17Q: 3 clusters Score -1486087 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1486138.000000 Penalty: 4585.056152
	Iteration 18Q: 3 clusters Score -1486138 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1486186.250000 Penalty: 4585.056152
	Iteration 19Q: 3 clusters Score -1486186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1486245.375000 Penalty: 4585.056152
	Iteration 20F: 3 clusters Score -1486245 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1486302.375000 Penalty: 4585.056152
	Iteration 21Q: 3 clusters Score -1486302 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1486362.625000 Penalty: 4585.056152
	Iteration 22Q: 3 clusters Score -1486363 nChanged 113
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: -1486429.250000 Penalty: 4585.056152
	Iteration 23Q: 3 clusters Score -1486429 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1486481.875000 Penalty: 4585.056152
	Iteration 24Q: 3 clusters Score -1486482 nChanged 89
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: -1486527.625000 Penalty: 4585.056152
	Iteration 25Q: 3 clusters Score -1486528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1486573.750000 Penalty: 4585.056152
	Iteration 26Q: 3 clusters Score -1486574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1486608.000000 Penalty: 4585.056152
	Iteration 27Q: 3 clusters Score -1486608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1486643.250000 Penalty: 4585.056152
	Iteration 28Q: 3 clusters Score -1486643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1486665.250000 Penalty: 4585.056152
	Iteration 29Q: 3 clusters Score -1486665 nChanged 51
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: -1486679.750000 Penalty: 4585.056152
	Iteration 30Q: 3 clusters Score -1486680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1486689.375000 Penalty: 4585.056152
	Iteration 31Q: 3 clusters Score -1486689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1486703.250000 Penalty: 4585.056152
	Iteration 32Q: 3 clusters Score -1486703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1486705.875000 Penalty: 4585.056152
	Iteration 33Q: 3 clusters Score -1486706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1486713.000000 Penalty: 4585.056152
	Iteration 34Q: 3 clusters Score -1486713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1486718.000000 Penalty: 4585.056152
	Iteration 35Q: 3 clusters Score -1486718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1486723.250000 Penalty: 4585.056152
	Iteration 36Q: 3 clusters Score -1486723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1486722.125000 Penalty: 4585.056152
	Iteration 37Q: 3 clusters Score -1486722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1486721.125000 Penalty: 4585.056152
	Iteration 38Q: 3 clusters Score -1486721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1486723.750000 Penalty: 4585.056152
	Iteration 39Q: 3 clusters Score -1486724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1486729.250000 Penalty: 4585.056152
	Iteration 40F: 3 clusters Score -1486729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1486731.000000 Penalty: 4585.056152
	Iteration 41Q: 3 clusters Score -1486731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1486731.000000 Penalty: 4585.056152
	Iteration 42Q: 3 clusters Score -1486731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1486731.625000 Penalty: 4585.056152
	Iteration 43Q: 3 clusters Score -1486732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1486731.500000 Penalty: 4585.056152
	Iteration 44Q: 3 clusters Score -1486732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1486733.375000 Penalty: 4585.056152
	Iteration 45Q: 3 clusters Score -1486733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1486732.125000 Penalty: 4585.056152
	Iteration 46Q: 3 clusters Score -1486732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1486732.125000 Penalty: 4585.056152
	Iteration 47F: 3 clusters Score -1486732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -24305.824219 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24305.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23107.593750 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23107.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23286.638672 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23286.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23356.556641 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -23356.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23368.037109 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -23368.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23391.167969 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -23391.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23396.185547 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -23396.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23396.185547 Penalty: 2761.898926
	Iteration 6F: 3 clusters Score -23396.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2050647.500000 Penalty: 2366.348633
	Iteration 0F: 2 clusters Score -2050648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2040545.500000 Penalty: 4732.697266
	Iteration 0F: 3 clusters Score -2040546 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2043660.625000 Penalty: 4732.697266
	Iteration 1F: 3 clusters Score -2043661 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2044051.125000 Penalty: 4732.697266
	Iteration 2F: 3 clusters Score -2044051 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2044344.625000 Penalty: 4732.697266
	Iteration 3F: 3 clusters Score -2044345 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2044580.875000 Penalty: 4732.697266
	Iteration 4Q: 3 clusters Score -2044581 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2044803.750000 Penalty: 4732.697266
	Iteration 5Q: 3 clusters Score -2044804 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2045000.125000 Penalty: 4732.697266
	Iteration 6Q: 3 clusters Score -2045000 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2045205.875000 Penalty: 4732.697266
	Iteration 7Q: 3 clusters Score -2045206 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2045364.125000 Penalty: 4732.697266
	Iteration 8Q: 3 clusters Score -2045364 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2045521.875000 Penalty: 4732.697266
	Iteration 9Q: 3 clusters Score -2045522 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2045658.750000 Penalty: 4732.697266
	Iteration 10Q: 3 clusters Score -2045659 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2045811.875000 Penalty: 4732.697266
	Iteration 11Q: 3 clusters Score -2045812 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2045960.625000 Penalty: 4732.697266
	Iteration 12Q: 3 clusters Score -2045961 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2046102.750000 Penalty: 4732.697266
	Iteration 13Q: 3 clusters Score -2046103 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2046233.250000 Penalty: 4732.697266
	Iteration 14Q: 3 clusters Score -2046233 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2046362.250000 Penalty: 4732.697266
	Iteration 15Q: 3 clusters Score -2046362 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2046495.375000 Penalty: 4732.697266
	Iteration 16Q: 3 clusters Score -2046495 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2046625.500000 Penalty: 4732.697266
	Iteration 17Q: 3 clusters Score -2046626 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2046749.125000 Penalty: 4732.697266
	Iteration 18Q: 3 clusters Score -2046749 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2046872.000000 Penalty: 4732.697266
	Iteration 19Q: 3 clusters Score -2046872 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2046987.125000 Penalty: 4732.697266
	Iteration 20F: 3 clusters Score -2046987 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2047086.000000 Penalty: 4732.697266
	Iteration 21Q: 3 clusters Score -2047086 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2047152.125000 Penalty: 4732.697266
	Iteration 22Q: 3 clusters Score -2047152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2047210.000000 Penalty: 4732.697266
	Iteration 23Q: 3 clusters Score -2047210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2047244.500000 Penalty: 4732.697266
	Iteration 24Q: 3 clusters Score -2047244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2047262.500000 Penalty: 4732.697266
	Iteration 25Q: 3 clusters Score -2047262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2047298.500000 Penalty: 4732.697266
	Iteration 26Q: 3 clusters Score -2047298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2047313.375000 Penalty: 4732.697266
	Iteration 27Q: 3 clusters Score -2047313 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2047341.625000 Penalty: 4732.697266
	Iteration 28Q: 3 clusters Score -2047342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2047362.750000 Penalty: 4732.697266
	Iteration 29Q: 3 clusters Score -2047363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2047387.875000 Penalty: 4732.697266
	Iteration 30Q: 3 clusters Score -2047388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2047407.750000 Penalty: 4732.697266
	Iteration 31Q: 3 clusters Score -2047408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2047429.625000 Penalty: 4732.697266
	Iteration 32Q: 3 clusters Score -2047430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2047452.625000 Penalty: 4732.697266
	Iteration 33Q: 3 clusters Score -2047453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2047482.250000 Penalty: 4732.697266
	Iteration 34Q: 3 clusters Score -2047482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2047502.250000 Penalty: 4732.697266
	Iteration 35Q: 3 clusters Score -2047502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2047520.500000 Penalty: 4732.697266
	Iteration 36Q: 3 clusters Score -2047520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2047544.250000 Penalty: 4732.697266
	Iteration 37Q: 3 clusters Score -2047544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2047566.375000 Penalty: 4732.697266
	Iteration 38Q: 3 clusters Score -2047566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2047587.750000 Penalty: 4732.697266
	Iteration 39Q: 3 clusters Score -2047588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2047607.250000 Penalty: 4732.697266
	Iteration 40F: 3 clusters Score -2047607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2047619.000000 Penalty: 4732.697266
	Iteration 41Q: 3 clusters Score -2047619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2047639.500000 Penalty: 4732.697266
	Iteration 42Q: 3 clusters Score -2047640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2047665.000000 Penalty: 4732.697266
	Iteration 43Q: 3 clusters Score -2047665 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2047685.250000 Penalty: 4732.697266
	Iteration 44Q: 3 clusters Score -2047685 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2047705.250000 Penalty: 4732.697266
	Iteration 45Q: 3 clusters Score -2047705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2047732.750000 Penalty: 4732.697266
	Iteration 46Q: 3 clusters Score -2047733 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2047758.500000 Penalty: 4732.697266
	Iteration 47Q: 3 clusters Score -2047758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2047785.375000 Penalty: 4732.697266
	Iteration 48Q: 3 clusters Score -2047785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2047819.375000 Penalty: 4732.697266
	Iteration 49Q: 3 clusters Score -2047819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2047861.000000 Penalty: 4732.697266
	Iteration 50Q: 3 clusters Score -2047861 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2047903.375000 Penalty: 4732.697266
	Iteration 51Q: 3 clusters Score -2047903 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2047946.500000 Penalty: 4732.697266
	Iteration 52Q: 3 clusters Score -2047946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2047981.250000 Penalty: 4732.697266
	Iteration 53Q: 3 clusters Score -2047981 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2048023.500000 Penalty: 4732.697266
	Iteration 54Q: 3 clusters Score -2048024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2048074.125000 Penalty: 4732.697266
	Iteration 55Q: 3 clusters Score -2048074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2048114.500000 Penalty: 4732.697266
	Iteration 56Q: 3 clusters Score -2048114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2048141.500000 Penalty: 4732.697266
	Iteration 57Q: 3 clusters Score -2048142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2048161.875000 Penalty: 4732.697266
	Iteration 58Q: 3 clusters Score -2048162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2048194.500000 Penalty: 4732.697266
	Iteration 59Q: 3 clusters Score -2048194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2048221.750000 Penalty: 4732.697266
	Iteration 60F: 3 clusters Score -2048222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2048261.125000 Penalty: 4732.697266
	Iteration 61Q: 3 clusters Score -2048261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2048299.375000 Penalty: 4732.697266
	Iteration 62Q: 3 clusters Score -2048299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2048331.250000 Penalty: 4732.697266
	Iteration 63Q: 3 clusters Score -2048331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2048357.625000 Penalty: 4732.697266
	Iteration 64Q: 3 clusters Score -2048358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2048385.375000 Penalty: 4732.697266
	Iteration 65Q: 3 clusters Score -2048385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2048401.375000 Penalty: 4732.697266
	Iteration 66Q: 3 clusters Score -2048401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2048418.000000 Penalty: 4732.697266
	Iteration 67Q: 3 clusters Score -2048418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2048437.375000 Penalty: 4732.697266
	Iteration 68Q: 3 clusters Score -2048437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2048451.500000 Penalty: 4732.697266
	Iteration 69Q: 3 clusters Score -2048452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2048461.625000 Penalty: 4732.697266
	Iteration 70Q: 3 clusters Score -2048462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2048466.000000 Penalty: 4732.697266
	Iteration 71Q: 3 clusters Score -2048466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2048468.750000 Penalty: 4732.697266
	Iteration 72Q: 3 clusters Score -2048469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2048469.000000 Penalty: 4732.697266
	Iteration 73Q: 3 clusters Score -2048469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2048476.375000 Penalty: 4732.697266
	Iteration 74Q: 3 clusters Score -2048476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2048479.375000 Penalty: 4732.697266
	Iteration 75Q: 3 clusters Score -2048479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2048481.125000 Penalty: 4732.697266
	Iteration 76Q: 3 clusters Score -2048481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2048489.000000 Penalty: 4732.697266
	Iteration 77Q: 3 clusters Score -2048489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2048490.250000 Penalty: 4732.697266
	Iteration 78Q: 3 clusters Score -2048490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2048488.500000 Penalty: 4732.697266
	Iteration 79Q: 3 clusters Score -2048488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2048489.375000 Penalty: 4732.697266
	Iteration 80F: 3 clusters Score -2048489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2048491.875000 Penalty: 4732.697266
	Iteration 81Q: 3 clusters Score -2048492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2048494.000000 Penalty: 4732.697266
	Iteration 82Q: 3 clusters Score -2048494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2048494.750000 Penalty: 4732.697266
	Iteration 83Q: 3 clusters Score -2048495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2048495.625000 Penalty: 4732.697266
	Iteration 84Q: 3 clusters Score -2048496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2048495.625000 Penalty: 4732.697266
	Iteration 85F: 3 clusters Score -2048496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Entering Unmasked Estep 
Score: -1610494.625000 Penalty: 2343.030273
	Iteration 0F: 2 clusters Score -1610495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1601044.875000 Penalty: 4686.060547
	Iteration 0F: 3 clusters Score -1601045 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1604273.000000 Penalty: 4686.060547
	Iteration 1F: 3 clusters Score -1604273 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1604903.625000 Penalty: 4686.060547
	Iteration 2F: 3 clusters Score -1604904 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1605494.125000 Penalty: 4686.060547
	Iteration 3F: 3 clusters Score -1605494 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1606060.625000 Penalty: 4686.060547
	Iteration 4F: 3 clusters Score -1606061 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1606553.750000 Penalty: 4686.060547
	Iteration 5F: 3 clusters Score -1606554 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1606982.625000 Penalty: 4686.060547
	Iteration 6F: 3 clusters Score -1606983 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1607313.625000 Penalty: 4686.060547
	Iteration 7Q: 3 clusters Score -1607314 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1607525.500000 Penalty: 4686.060547
	Iteration 8Q: 3 clusters Score -1607526 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1607682.375000 Penalty: 4686.060547
	Iteration 9Q: 3 clusters Score -1607682 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1607812.625000 Penalty: 4686.060547
	Iteration 10Q: 3 clusters Score -1607813 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1607922.500000 Penalty: 4686.060547
	Iteration 11Q: 3 clusters Score -1607922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1608016.125000 Penalty: 4686.060547
	Iteration 12Q: 3 clusters Score -1608016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1608082.125000 Penalty: 4686.060547
	Iteration 13Q: 3 clusters Score -1608082 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1608124.125000 Penalty: 4686.060547
	Iteration 14Q: 3 clusters Score -1608124 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1608160.875000 Penalty: 4686.060547
	Iteration 15Q: 3 clusters Score -1608161 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1608188.750000 Penalty: 4686.060547
	Iteration 16Q: 3 clusters Score -1608189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1608229.875000 Penalty: 4686.060547
	Iteration 17Q: 3 clusters Score -1608230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1608256.750000 Penalty: 4686.060547
	Iteration 18Q: 3 clusters Score -1608257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1608285.125000 Penalty: 4686.060547
	Iteration 19Q: 3 clusters Score -1608285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1608311.625000 Penalty: 4686.060547
	Iteration 20F: 3 clusters Score -1608312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1608336.625000 Penalty: 4686.060547
	Iteration 21Q: 3 clusters Score -1608337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1608353.125000 Penalty: 4686.060547
	Iteration 22Q: 3 clusters Score -1608353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1608369.625000 Penalty: 4686.060547
	Iteration 23Q: 3 clusters Score -1608370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1608375.875000 Penalty: 4686.060547
	Iteration 24Q: 3 clusters Score -1608376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1608389.125000 Penalty: 4686.060547
	Iteration 25Q: 3 clusters Score -1608389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1608393.375000 Penalty: 4686.060547
	Iteration 26Q: 3 clusters Score -1608393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1608402.125000 Penalty: 4686.060547
	Iteration 27Q: 3 clusters Score -1608402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1608404.875000 Penalty: 4686.060547
	Iteration 28Q: 3 clusters Score -1608405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1608407.250000 Penalty: 4686.060547
	Iteration 29Q: 3 clusters Score -1608407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1608409.750000 Penalty: 4686.060547
	Iteration 30Q: 3 clusters Score -1608410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1608412.875000 Penalty: 4686.060547
	Iteration 31Q: 3 clusters Score -1608413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1608415.250000 Penalty: 4686.060547
	Iteration 32Q: 3 clusters Score -1608415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1608415.500000 Penalty: 4686.060547
	Iteration 33Q: 3 clusters Score -1608416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1608418.250000 Penalty: 4686.060547
	Iteration 34Q: 3 clusters Score -1608418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1608416.750000 Penalty: 4686.060547
	Iteration 35Q: 3 clusters Score -1608417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1608420.750000 Penalty: 4686.060547
	Iteration 36Q: 3 clusters Score -1608421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1608424.125000 Penalty: 4686.060547
	Iteration 37Q: 3 clusters Score -1608424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1608429.375000 Penalty: 4686.060547
	Iteration 38Q: 3 clusters Score -1608429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1608434.125000 Penalty: 4686.060547
	Iteration 39Q: 3 clusters Score -1608434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1608438.375000 Penalty: 4686.060547
	Iteration 40F: 3 clusters Score -1608438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1608438.750000 Penalty: 4686.060547
	Iteration 41Q: 3 clusters Score -1608439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1608449.250000 Penalty: 4686.060547
	Iteration 42Q: 3 clusters Score -1608449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1608460.625000 Penalty: 4686.060547
	Iteration 43Q: 3 clusters Score -1608461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1608470.625000 Penalty: 4686.060547
	Iteration 44Q: 3 clusters Score -1608471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1608494.375000 Penalty: 4686.060547
	Iteration 45Q: 3 clusters Score -1608494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1608506.750000 Penalty: 4686.060547
	Iteration 46Q: 3 clusters Score -1608507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1608529.125000 Penalty: 4686.060547
	Iteration 47Q: 3 clusters Score -1608529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1608548.500000 Penalty: 4686.060547
	Iteration 48Q: 3 clusters Score -1608548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1608557.375000 Penalty: 4686.060547
	Iteration 49Q: 3 clusters Score -1608557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1608567.625000 Penalty: 4686.060547
	Iteration 50Q: 3 clusters Score -1608568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1608576.125000 Penalty: 4686.060547
	Iteration 51Q: 3 clusters Score -1608576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1608587.875000 Penalty: 4686.060547
	Iteration 52Q: 3 clusters Score -1608588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1608591.875000 Penalty: 4686.060547
	Iteration 53Q: 3 clusters Score -1608592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1608598.000000 Penalty: 4686.060547
	Iteration 54Q: 3 clusters Score -1608598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1608602.875000 Penalty: 4686.060547
	Iteration 55Q: 3 clusters Score -1608603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1608613.375000 Penalty: 4686.060547
	Iteration 56Q: 3 clusters Score -1608613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1608619.750000 Penalty: 4686.060547
	Iteration 57Q: 3 clusters Score -1608620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1608625.500000 Penalty: 4686.060547
	Iteration 58Q: 3 clusters Score -1608626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1608625.125000 Penalty: 4686.060547
	Iteration 59Q: 3 clusters Score -1608625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1608633.500000 Penalty: 4686.060547
	Iteration 60F: 3 clusters Score -1608634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1608635.000000 Penalty: 4686.060547
	Iteration 61Q: 3 clusters Score -1608635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1608641.750000 Penalty: 4686.060547
	Iteration 62Q: 3 clusters Score -1608642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1608642.000000 Penalty: 4686.060547
	Iteration 63Q: 3 clusters Score -1608642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1608641.500000 Penalty: 4686.060547
	Iteration 64Q: 3 clusters Score -1608642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1608645.000000 Penalty: 4686.060547
	Iteration 65Q: 3 clusters Score -1608645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1608645.375000 Penalty: 4686.060547
	Iteration 66Q: 3 clusters Score -1608645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1608646.000000 Penalty: 4686.060547
	Iteration 67Q: 3 clusters Score -1608646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1608650.250000 Penalty: 4686.060547
	Iteration 68Q: 3 clusters Score -1608650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1608652.750000 Penalty: 4686.060547
	Iteration 69Q: 3 clusters Score -1608653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1608656.625000 Penalty: 4686.060547
	Iteration 70Q: 3 clusters Score -1608657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1608663.500000 Penalty: 4686.060547
	Iteration 71Q: 3 clusters Score -1608664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1608670.125000 Penalty: 4686.060547
	Iteration 72Q: 3 clusters Score -1608670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1608680.250000 Penalty: 4686.060547
	Iteration 73Q: 3 clusters Score -1608680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1608686.500000 Penalty: 4686.060547
	Iteration 74Q: 3 clusters Score -1608686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1608704.250000 Penalty: 4686.060547
	Iteration 75Q: 3 clusters Score -1608704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1608707.250000 Penalty: 4686.060547
	Iteration 76Q: 3 clusters Score -1608707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1608716.000000 Penalty: 4686.060547
	Iteration 77Q: 3 clusters Score -1608716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1608720.750000 Penalty: 4686.060547
	Iteration 78Q: 3 clusters Score -1608721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1608722.250000 Penalty: 4686.060547
	Iteration 79Q: 3 clusters Score -1608722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1608727.875000 Penalty: 4686.060547
	Iteration 80F: 3 clusters Score -1608728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1608730.125000 Penalty: 4686.060547
	Iteration 81Q: 3 clusters Score -1608730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1608738.000000 Penalty: 4686.060547
	Iteration 82Q: 3 clusters Score -1608738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1608744.875000 Penalty: 4686.060547
	Iteration 83Q: 3 clusters Score -1608745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1608751.875000 Penalty: 4686.060547
	Iteration 84Q: 3 clusters Score -1608752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1608758.750000 Penalty: 4686.060547
	Iteration 85Q: 3 clusters Score -1608759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1608761.250000 Penalty: 4686.060547
	Iteration 86Q: 3 clusters Score -1608761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1608766.000000 Penalty: 4686.060547
	Iteration 87Q: 3 clusters Score -1608766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1608773.250000 Penalty: 4686.060547
	Iteration 88Q: 3 clusters Score -1608773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1608777.250000 Penalty: 4686.060547
	Iteration 89Q: 3 clusters Score -1608777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1608780.875000 Penalty: 4686.060547
	Iteration 90Q: 3 clusters Score -1608781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1608785.500000 Penalty: 4686.060547
	Iteration 91Q: 3 clusters Score -1608786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1608783.375000 Penalty: 4686.060547
	Iteration 92Q: 3 clusters Score -1608783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1608782.500000 Penalty: 4686.060547
	Iteration 93Q: 3 clusters Score -1608782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1608792.000000 Penalty: 4686.060547
	Iteration 94Q: 3 clusters Score -1608792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1608790.250000 Penalty: 4686.060547
	Iteration 95Q: 3 clusters Score -1608790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1608793.125000 Penalty: 4686.060547
	Iteration 96Q: 3 clusters Score -1608793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1608789.875000 Penalty: 4686.060547
	Iteration 97Q: 3 clusters Score -1608790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1608790.750000 Penalty: 4686.060547
	Iteration 98Q: 3 clusters Score -1608791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1608791.000000 Penalty: 4686.060547
	Iteration 99Q: 3 clusters Score -1608791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1608792.875000 Penalty: 4686.060547
	Iteration 100F: 3 clusters Score -1608793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -31310.513672 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -31310.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30141.798828 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -30141.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30201.921875 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -30201.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30219.601562 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -30219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30228.466797 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -30228.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30228.466797 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -30228.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Entering Unmasked Estep 
Score: -2422586.750000 Penalty: 2409.361572
	Iteration 0F: 2 clusters Score -2422587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2410712.250000 Penalty: 4818.723145
	Iteration 0F: 3 clusters Score -2410712 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2414562.750000 Penalty: 4818.723145
	Iteration 1F: 3 clusters Score -2414563 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2414928.750000 Penalty: 4818.723145
	Iteration 2F: 3 clusters Score -2414929 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2415217.000000 Penalty: 4818.723145
	Iteration 3Q: 3 clusters Score -2415217 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2415506.250000 Penalty: 4818.723145
	Iteration 4Q: 3 clusters Score -2415506 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2415871.000000 Penalty: 4818.723145
	Iteration 5Q: 3 clusters Score -2415871 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2416301.500000 Penalty: 4818.723145
	Iteration 6Q: 3 clusters Score -2416302 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2416807.250000 Penalty: 4818.723145
	Iteration 7Q: 3 clusters Score -2416807 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2417348.000000 Penalty: 4818.723145
	Iteration 8F: 3 clusters Score -2417348 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2417859.000000 Penalty: 4818.723145
	Iteration 9Q: 3 clusters Score -2417859 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2418291.250000 Penalty: 4818.723145
	Iteration 10Q: 3 clusters Score -2418291 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2418658.000000 Penalty: 4818.723145
	Iteration 11Q: 3 clusters Score -2418658 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2418938.250000 Penalty: 4818.723145
	Iteration 12Q: 3 clusters Score -2418938 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2419160.250000 Penalty: 4818.723145
	Iteration 13Q: 3 clusters Score -2419160 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2419304.750000 Penalty: 4818.723145
	Iteration 14Q: 3 clusters Score -2419305 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2419395.000000 Penalty: 4818.723145
	Iteration 15Q: 3 clusters Score -2419395 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2419481.750000 Penalty: 4818.723145
	Iteration 16Q: 3 clusters Score -2419482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2419524.750000 Penalty: 4818.723145
	Iteration 17Q: 3 clusters Score -2419525 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2419550.000000 Penalty: 4818.723145
	Iteration 18Q: 3 clusters Score -2419550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2419562.750000 Penalty: 4818.723145
	Iteration 19Q: 3 clusters Score -2419563 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2419587.500000 Penalty: 4818.723145
	Iteration 20F: 3 clusters Score -2419588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2419595.000000 Penalty: 4818.723145
	Iteration 21Q: 3 clusters Score -2419595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2419616.500000 Penalty: 4818.723145
	Iteration 22Q: 3 clusters Score -2419616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2419626.250000 Penalty: 4818.723145
	Iteration 23Q: 3 clusters Score -2419626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2419642.250000 Penalty: 4818.723145
	Iteration 24Q: 3 clusters Score -2419642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2419649.750000 Penalty: 4818.723145
	Iteration 25Q: 3 clusters Score -2419650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2419659.000000 Penalty: 4818.723145
	Iteration 26Q: 3 clusters Score -2419659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2419658.500000 Penalty: 4818.723145
	Iteration 27Q: 3 clusters Score -2419658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2419667.250000 Penalty: 4818.723145
	Iteration 28Q: 3 clusters Score -2419667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2419671.250000 Penalty: 4818.723145
	Iteration 29Q: 3 clusters Score -2419671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2419678.250000 Penalty: 4818.723145
	Iteration 30Q: 3 clusters Score -2419678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2419677.250000 Penalty: 4818.723145
	Iteration 31Q: 3 clusters Score -2419677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2419677.250000 Penalty: 4818.723145
	Iteration 32Q: 3 clusters Score -2419677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2419681.000000 Penalty: 4818.723145
	Iteration 33Q: 3 clusters Score -2419681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2419683.500000 Penalty: 4818.723145
	Iteration 34Q: 3 clusters Score -2419684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2419691.750000 Penalty: 4818.723145
	Iteration 35Q: 3 clusters Score -2419692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2419684.000000 Penalty: 4818.723145
	Iteration 36Q: 3 clusters Score -2419684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2419691.250000 Penalty: 4818.723145
	Iteration 37Q: 3 clusters Score -2419691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2419704.000000 Penalty: 4818.723145
	Iteration 38Q: 3 clusters Score -2419704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2419703.250000 Penalty: 4818.723145
	Iteration 39Q: 3 clusters Score -2419703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2419706.750000 Penalty: 4818.723145
	Iteration 40F: 3 clusters Score -2419707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2419708.750000 Penalty: 4818.723145
	Iteration 41Q: 3 clusters Score -2419709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2419713.000000 Penalty: 4818.723145
	Iteration 42Q: 3 clusters Score -2419713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2419711.500000 Penalty: 4818.723145
	Iteration 43Q: 3 clusters Score -2419712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2419716.000000 Penalty: 4818.723145
	Iteration 44Q: 3 clusters Score -2419716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2419714.250000 Penalty: 4818.723145
	Iteration 45Q: 3 clusters Score -2419714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2419718.750000 Penalty: 4818.723145
	Iteration 46Q: 3 clusters Score -2419719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2419723.000000 Penalty: 4818.723145
	Iteration 47Q: 3 clusters Score -2419723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2419725.000000 Penalty: 4818.723145
	Iteration 48Q: 3 clusters Score -2419725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2419727.500000 Penalty: 4818.723145
	Iteration 49Q: 3 clusters Score -2419728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2419733.750000 Penalty: 4818.723145
	Iteration 50Q: 3 clusters Score -2419734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2419731.750000 Penalty: 4818.723145
	Iteration 51Q: 3 clusters Score -2419732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2419737.000000 Penalty: 4818.723145
	Iteration 52Q: 3 clusters Score -2419737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2419749.750000 Penalty: 4818.723145
	Iteration 53Q: 3 clusters Score -2419750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2419752.500000 Penalty: 4818.723145
	Iteration 54Q: 3 clusters Score -2419752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2419759.500000 Penalty: 4818.723145
	Iteration 55Q: 3 clusters Score -2419760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2419769.250000 Penalty: 4818.723145
	Iteration 56Q: 3 clusters Score -2419769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2419775.250000 Penalty: 4818.723145
	Iteration 57Q: 3 clusters Score -2419775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2419782.250000 Penalty: 4818.723145
	Iteration 58Q: 3 clusters Score -2419782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2419795.250000 Penalty: 4818.723145
	Iteration 59Q: 3 clusters Score -2419795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2419801.500000 Penalty: 4818.723145
	Iteration 60F: 3 clusters Score -2419802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2419809.750000 Penalty: 4818.723145
	Iteration 61Q: 3 clusters Score -2419810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2419811.500000 Penalty: 4818.723145
	Iteration 62Q: 3 clusters Score -2419812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2419815.250000 Penalty: 4818.723145
	Iteration 63Q: 3 clusters Score -2419815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2419813.250000 Penalty: 4818.723145
	Iteration 64Q: 3 clusters Score -2419813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2419817.250000 Penalty: 4818.723145
	Iteration 65Q: 3 clusters Score -2419817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2419822.750000 Penalty: 4818.723145
	Iteration 66Q: 3 clusters Score -2419823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2419821.250000 Penalty: 4818.723145
	Iteration 67Q: 3 clusters Score -2419821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2419824.250000 Penalty: 4818.723145
	Iteration 68Q: 3 clusters Score -2419824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2419829.250000 Penalty: 4818.723145
	Iteration 69Q: 3 clusters Score -2419829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2419841.250000 Penalty: 4818.723145
	Iteration 70Q: 3 clusters Score -2419841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2419852.250000 Penalty: 4818.723145
	Iteration 71Q: 3 clusters Score -2419852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2419867.750000 Penalty: 4818.723145
	Iteration 72Q: 3 clusters Score -2419868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2419887.750000 Penalty: 4818.723145
	Iteration 73Q: 3 clusters Score -2419888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2419897.250000 Penalty: 4818.723145
	Iteration 74Q: 3 clusters Score -2419897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2419910.750000 Penalty: 4818.723145
	Iteration 75Q: 3 clusters Score -2419911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2419925.500000 Penalty: 4818.723145
	Iteration 76Q: 3 clusters Score -2419926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2419931.250000 Penalty: 4818.723145
	Iteration 77Q: 3 clusters Score -2419931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2419943.250000 Penalty: 4818.723145
	Iteration 78Q: 3 clusters Score -2419943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2419949.500000 Penalty: 4818.723145
	Iteration 79Q: 3 clusters Score -2419950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2419954.750000 Penalty: 4818.723145
	Iteration 80F: 3 clusters Score -2419955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2419958.250000 Penalty: 4818.723145
	Iteration 81Q: 3 clusters Score -2419958 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2419973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2419982.000000 Penalty: 4818.723145
	Iteration 83Q: 3 clusters Score -2419982 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2419994.750000 Penalty: 4818.723145
	Iteration 84Q: 3 clusters Score -2419995 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2420011.500000 Penalty: 4818.723145
	Iteration 85Q: 3 clusters Score -2420012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2420014.750000 Penalty: 4818.723145
	Iteration 86Q: 3 clusters Score -2420015 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2420023.000000 Penalty: 4818.723145
	Iteration 87Q: 3 clusters Score -2420023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2420030.750000 Penalty: 4818.723145
	Iteration 88Q: 3 clusters Score -2420031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2420038.000000 Penalty: 4818.723145
	Iteration 89Q: 3 clusters Score -2420038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2420038.000000 Penalty: 4818.723145
	Iteration 90Q: 3 clusters Score -2420038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2420041.000000 Penalty: 4818.723145
	Iteration 91Q: 3 clusters Score -2420041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2420052.250000 Penalty: 4818.723145
	Iteration 92Q: 3 clusters Score -2420052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2420053.250000 Penalty: 4818.723145
	Iteration 93Q: 3 clusters Score -2420053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2420062.500000 Penalty: 4818.723145
	Iteration 94Q: 3 clusters Score -2420062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2420060.250000 Penalty: 4818.723145
	Iteration 95Q: 3 clusters Score -2420060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2420062.000000 Penalty: 4818.723145
	Iteration 96Q: 3 clusters Score -2420062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2420062.750000 Penalty: 4818.723145
	Iteration 97Q: 3 clusters Score -2420063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2420064.750000 Penalty: 4818.723145
	Iteration 98Q: 3 clusters Score -2420065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2420066.750000 Penalty: 4818.723145
	Iteration 99Q: 3 clusters Score -2420067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2420075.250000 Penalty: 4818.723145
	Iteration 100F: 3 clusters Score -2420075 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2420078.250000 Penalty: 4818.723145
	Iteration 101Q: 3 clusters Score -2420078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2420086.500000 Penalty: 4818.723145
	Iteration 102Q: 3 clusters Score -2420086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2420094.500000 Penalty: 4818.723145
	Iteration 103Q: 3 clusters Score -2420094 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2420094.250000 Penalty: 4818.723145
	Iteration 104Q: 3 clusters Score -2420094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2420096 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2420106.250000 Penalty: 4818.723145
	Iteration 106Q: 3 clusters Score -2420106 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14039 members 
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Entering Unmasked Estep 
Score: -2420121.750000 Penalty: 4818.723145
	Iteration 107Q: 3 clusters Score -2420122 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2420133.500000 Penalty: 4818.723145
	Iteration 108Q: 3 clusters Score -2420134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2420136.750000 Penalty: 4818.723145
	Iteration 109Q: 3 clusters Score -2420137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2420149.000000 Penalty: 4818.723145
	Iteration 110Q: 3 clusters Score -2420149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2420164.250000 Penalty: 4818.723145
	Iteration 111Q: 3 clusters Score -2420164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2420172.500000 Penalty: 4818.723145
	Iteration 112Q: 3 clusters Score -2420172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2420177.750000 Penalty: 4818.723145
	Iteration 113Q: 3 clusters Score -2420178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2420189.500000 Penalty: 4818.723145
	Iteration 114Q: 3 clusters Score -2420190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2420192.500000 Penalty: 4818.723145
	Iteration 115Q: 3 clusters Score -2420192 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2420197.500000 Penalty: 4818.723145
	Iteration 116Q: 3 clusters Score -2420198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2420209.000000 Penalty: 4818.723145
	Iteration 117Q: 3 clusters Score -2420209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2420214.250000 Penalty: 4818.723145
	Iteration 118Q: 3 clusters Score -2420214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2420218.750000 Penalty: 4818.723145
	Iteration 119Q: 3 clusters Score -2420219 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2420220.500000 Penalty: 4818.723145
	Iteration 120F: 3 clusters Score -2420220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2420217.500000 Penalty: 4818.723145
	Iteration 121Q: 3 clusters Score -2420218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2420219.500000 Penalty: 4818.723145
	Iteration 122Q: 3 clusters Score -2420220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2420217.750000 Penalty: 4818.723145
	Iteration 123Q: 3 clusters Score -2420218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2420215.000000 Penalty: 4818.723145
	Iteration 124Q: 3 clusters Score -2420215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2420218.250000 Penalty: 4818.723145
	Iteration 125Q: 3 clusters Score -2420218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2420220.750000 Penalty: 4818.723145
	Iteration 126Q: 3 clusters Score -2420221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2420221.750000 Penalty: 4818.723145
	Iteration 127Q: 3 clusters Score -2420222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2420221.500000 Penalty: 4818.723145
	Iteration 128Q: 3 clusters Score -2420222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2420219.250000 Penalty: 4818.723145
	Iteration 129Q: 3 clusters Score -2420219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2420220.250000 Penalty: 4818.723145
	Iteration 130Q: 3 clusters Score -2420220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2420219.750000 Penalty: 4818.723145
	Iteration 131Q: 3 clusters Score -2420220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2420220.250000 Penalty: 4818.723145
	Iteration 132Q: 3 clusters Score -2420220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2420220.250000 Penalty: 4818.723145
	Iteration 133Q: 3 clusters Score -2420220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2420220.000000 Penalty: 4818.723145
	Iteration 134Q: 3 clusters Score -2420220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2420221.000000 Penalty: 4818.723145
	Iteration 135Q: 3 clusters Score -2420221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2420222.750000 Penalty: 4818.723145
	Iteration 136Q: 3 clusters Score -2420223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2420223.000000 Penalty: 4818.723145
	Iteration 137Q: 3 clusters Score -2420223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2420222.000000 Penalty: 4818.723145
	Iteration 138Q: 3 clusters Score -2420222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2420221.750000 Penalty: 4818.723145
	Iteration 139Q: 3 clusters Score -2420222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2420224.750000 Penalty: 4818.723145
	Iteration 140F: 3 clusters Score -2420225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2420227.500000 Penalty: 4818.723145
	Iteration 141Q: 3 clusters Score -2420228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2420229.250000 Penalty: 4818.723145
	Iteration 142Q: 3 clusters Score -2420229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2420230.500000 Penalty: 4818.723145
	Iteration 143Q: 3 clusters Score -2420230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2420234.250000 Penalty: 4818.723145
	Iteration 144Q: 3 clusters Score -2420234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2420234.250000 Penalty: 4818.723145
	Iteration 145Q: 3 clusters Score -2420234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2420230.750000 Penalty: 4818.723145
	Iteration 146Q: 3 clusters Score -2420231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2420231.500000 Penalty: 4818.723145
	Iteration 147Q: 3 clusters Score -2420232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2420230.500000 Penalty: 4818.723145
	Iteration 148Q: 3 clusters Score -2420230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2420228.250000 Penalty: 4818.723145
	Iteration 149Q: 3 clusters Score -2420228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2420230.500000 Penalty: 4818.723145
	Iteration 150Q: 3 clusters Score -2420230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2420230.500000 Penalty: 4818.723145
	Iteration 151F: 3 clusters Score -2420230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -560399.250000 Penalty: 2049.178711
	Iteration 0F: 2 clusters Score -560399.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -556576.875000 Penalty: 4098.357422
	Iteration 0F: 3 clusters Score -556576.9 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -557352.625000 Penalty: 4098.357422
	Iteration 1F: 3 clusters Score -557352.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -557537.750000 Penalty: 4098.357422
	Iteration 2F: 3 clusters Score -557537.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -557669.500000 Penalty: 4098.357422
	Iteration 3F: 3 clusters Score -557669.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -557745.937500 Penalty: 4098.357422
	Iteration 4Q: 3 clusters Score -557745.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -557806.250000 Penalty: 4098.357422
	Iteration 5Q: 3 clusters Score -557806.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -557860.937500 Penalty: 4098.357422
	Iteration 6Q: 3 clusters Score -557860.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -557935.250000 Penalty: 4098.357422
	Iteration 7Q: 3 clusters Score -557935.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -558013.875000 Penalty: 4098.357422
	Iteration 8Q: 3 clusters Score -558013.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -558099.312500 Penalty: 4098.357422
	Iteration 9Q: 3 clusters Score -558099.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -558165.625000 Penalty: 4098.357422
	Iteration 10Q: 3 clusters Score -558165.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -558217.750000 Penalty: 4098.357422
	Iteration 11Q: 3 clusters Score -558217.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -558265.375000 Penalty: 4098.357422
	Iteration 12Q: 3 clusters Score -558265.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -558315.625000 Penalty: 4098.357422
	Iteration 13Q: 3 clusters Score -558315.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -558352.687500 Penalty: 4098.357422
	Iteration 14Q: 3 clusters Score -558352.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -558380.187500 Penalty: 4098.357422
	Iteration 15Q: 3 clusters Score -558380.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -558402.187500 Penalty: 4098.357422
	Iteration 16Q: 3 clusters Score -558402.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -558427.812500 Penalty: 4098.357422
	Iteration 17Q: 3 clusters Score -558427.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -558453.062500 Penalty: 4098.357422
	Iteration 18Q: 3 clusters Score -558453.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -558478.312500 Penalty: 4098.357422
	Iteration 19Q: 3 clusters Score -558478.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -558508.750000 Penalty: 4098.357422
	Iteration 20F: 3 clusters Score -558508.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -558548.687500 Penalty: 4098.357422
	Iteration 21Q: 3 clusters Score -558548.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -558586.562500 Penalty: 4098.357422
	Iteration 22Q: 3 clusters Score -558586.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -558626.625000 Penalty: 4098.357422
	Iteration 23Q: 3 clusters Score -558626.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -558665.062500 Penalty: 4098.357422
	Iteration 24Q: 3 clusters Score -558665.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -558693.062500 Penalty: 4098.357422
	Iteration 25Q: 3 clusters Score -558693.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -558724.937500 Penalty: 4098.357422
	Iteration 26Q: 3 clusters Score -558724.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -558751.437500 Penalty: 4098.357422
	Iteration 27Q: 3 clusters Score -558751.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -558776.500000 Penalty: 4098.357422
	Iteration 28Q: 3 clusters Score -558776.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -558801.812500 Penalty: 4098.357422
	Iteration 29Q: 3 clusters Score -558801.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -558819.125000 Penalty: 4098.357422
	Iteration 30Q: 3 clusters Score -558819.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -558836.562500 Penalty: 4098.357422
	Iteration 31Q: 3 clusters Score -558836.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -558851.500000 Penalty: 4098.357422
	Iteration 32Q: 3 clusters Score -558851.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -558864.437500 Penalty: 4098.357422
	Iteration 33Q: 3 clusters Score -558864.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -558876.187500 Penalty: 4098.357422
	Iteration 34Q: 3 clusters Score -558876.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -558883.812500 Penalty: 4098.357422
	Iteration 35Q: 3 clusters Score -558883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -558890.000000 Penalty: 4098.357422
	Iteration 36Q: 3 clusters Score -558890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -558896.312500 Penalty: 4098.357422
	Iteration 37Q: 3 clusters Score -558896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -558899.250000 Penalty: 4098.357422
	Iteration 38Q: 3 clusters Score -558899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -558903.375000 Penalty: 4098.357422
	Iteration 39Q: 3 clusters Score -558903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -558906.687500 Penalty: 4098.357422
	Iteration 40F: 3 clusters Score -558906.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -558907.312500 Penalty: 4098.357422
	Iteration 41Q: 3 clusters Score -558907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -558909.062500 Penalty: 4098.357422
	Iteration 42Q: 3 clusters Score -558909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -558911.500000 Penalty: 4098.357422
	Iteration 43Q: 3 clusters Score -558911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -558912.500000 Penalty: 4098.357422
	Iteration 44Q: 3 clusters Score -558912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -558913.750000 Penalty: 4098.357422
	Iteration 45Q: 3 clusters Score -558913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -558914.625000 Penalty: 4098.357422
	Iteration 46Q: 3 clusters Score -558914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -558915.312500 Penalty: 4098.357422
	Iteration 47Q: 3 clusters Score -558915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -558915.437500 Penalty: 4098.357422
	Iteration 48Q: 3 clusters Score -558915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -558915.437500 Penalty: 4098.357422
	Iteration 49F: 3 clusters Score -558915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Entering Unmasked Estep 
Score: -7030926.000000 Penalty: 2672.948486
	Iteration 0F: 2 clusters Score -7030926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -6998505.500000 Penalty: 5345.896973
	Iteration 0F: 3 clusters Score -6998506 nChanged 21974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -7011142.500000 Penalty: 5345.896973
	Iteration 1F: 3 clusters Score -7011142 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -7012206.000000 Penalty: 5345.896973
	Iteration 2F: 3 clusters Score -7012206 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -7013456.000000 Penalty: 5345.896973
	Iteration 3F: 3 clusters Score -7013456 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -7015029.500000 Penalty: 5345.896973
	Iteration 4F: 3 clusters Score -7015030 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -7017138.500000 Penalty: 5345.896973
	Iteration 5F: 3 clusters Score -7017138 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -7019543.500000 Penalty: 5345.896973
	Iteration 6F: 3 clusters Score -7019544 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -7021959.000000 Penalty: 5345.896973
	Iteration 7F: 3 clusters Score -7021959 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -7024065.000000 Penalty: 5345.896973
	Iteration 8F: 3 clusters Score -7024065 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -7025661.000000 Penalty: 5345.896973
	Iteration 9Q: 3 clusters Score -7025661 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -7026716.500000 Penalty: 5345.896973
	Iteration 10Q: 3 clusters Score -7026716 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7027337.000000 Penalty: 5345.896973
	Iteration 11Q: 3 clusters Score -7027337 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7027752.000000 Penalty: 5345.896973
	Iteration 12Q: 3 clusters Score -7027752 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7028043.500000 Penalty: 5345.896973
	Iteration 13Q: 3 clusters Score -7028044 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7028263.000000 Penalty: 5345.896973
	Iteration 14Q: 3 clusters Score -7028263 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7028409.000000 Penalty: 5345.896973
	Iteration 15Q: 3 clusters Score -7028409 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7028545.500000 Penalty: 5345.896973
	Iteration 16Q: 3 clusters Score -7028546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7028640.500000 Penalty: 5345.896973
	Iteration 17Q: 3 clusters Score -7028640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7028715.500000 Penalty: 5345.896973
	Iteration 18Q: 3 clusters Score -7028716 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7028754.000000 Penalty: 5345.896973
	Iteration 19Q: 3 clusters Score -7028754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7028823.500000 Penalty: 5345.896973
	Iteration 20F: 3 clusters Score -7028824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7028840.500000 Penalty: 5345.896973
	Iteration 21Q: 3 clusters Score -7028840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7028880.500000 Penalty: 5345.896973
	Iteration 22Q: 3 clusters Score -7028880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7028894.500000 Penalty: 5345.896973
	Iteration 23Q: 3 clusters Score -7028894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7028928.500000 Penalty: 5345.896973
	Iteration 24Q: 3 clusters Score -7028928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7028971.000000 Penalty: 5345.896973
	Iteration 25Q: 3 clusters Score -7028971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7028981.000000 Penalty: 5345.896973
	Iteration 26Q: 3 clusters Score -7028981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7029002.000000 Penalty: 5345.896973
	Iteration 27Q: 3 clusters Score -7029002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7028992.500000 Penalty: 5345.896973
	Iteration 28Q: 3 clusters Score -7028992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7029011.000000 Penalty: 5345.896973
	Iteration 29Q: 3 clusters Score -7029011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7029022.500000 Penalty: 5345.896973
	Iteration 30Q: 3 clusters Score -7029022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7029027.000000 Penalty: 5345.896973
	Iteration 31Q: 3 clusters Score -7029027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7029019.500000 Penalty: 5345.896973
	Iteration 32Q: 3 clusters Score -7029020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7029037.000000 Penalty: 5345.896973
	Iteration 33Q: 3 clusters Score -7029037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7029047.500000 Penalty: 5345.896973
	Iteration 34Q: 3 clusters Score -7029048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7029050.000000 Penalty: 5345.896973
	Iteration 35Q: 3 clusters Score -7029050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7029049.500000 Penalty: 5345.896973
	Iteration 36Q: 3 clusters Score -7029050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7029047.500000 Penalty: 5345.896973
	Iteration 37Q: 3 clusters Score -7029048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7029043.500000 Penalty: 5345.896973
	Iteration 38Q: 3 clusters Score -7029044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7029049.000000 Penalty: 5345.896973
	Iteration 39Q: 3 clusters Score -7029049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7029051.500000 Penalty: 5345.896973
	Iteration 40F: 3 clusters Score -7029052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7029049.500000 Penalty: 5345.896973
	Iteration 41Q: 3 clusters Score -7029050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7029053.000000 Penalty: 5345.896973
	Iteration 42Q: 3 clusters Score -7029053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7029057.000000 Penalty: 5345.896973
	Iteration 43Q: 3 clusters Score -7029057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7029061.500000 Penalty: 5345.896973
	Iteration 44Q: 3 clusters Score -7029062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7029073.500000 Penalty: 5345.896973
	Iteration 45Q: 3 clusters Score -7029074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7029067.000000 Penalty: 5345.896973
	Iteration 46Q: 3 clusters Score -7029067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7029075.500000 Penalty: 5345.896973
	Iteration 47Q: 3 clusters Score -7029076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7029075.500000 Penalty: 5345.896973
	Iteration 48F: 3 clusters Score -7029076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -211790.218750 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -211790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -209360.218750 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -209360.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -209869.218750 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -209869.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -210077.484375 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -210077.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210223.093750 Penalty: 3721.905029
	Iteration 3F: 3 clusters Score -210223.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210359.156250 Penalty: 3721.905029
	Iteration 4F: 3 clusters Score -210359.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210448.781250 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -210448.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210520.609375 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -210520.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -210568.078125 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -210568.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210609.468750 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -210609.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210646.203125 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -210646.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210678.031250 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -210678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210697.796875 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -210697.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210715.312500 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -210715.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210731.000000 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -210731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210746.843750 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -210746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210756.390625 Penalty: 3721.905029
	Iteration 15Q: 3 clusters Score -210756.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210763.203125 Penalty: 3721.905029
	Iteration 16Q: 3 clusters Score -210763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210774.234375 Penalty: 3721.905029
	Iteration 17Q: 3 clusters Score -210774.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210784.796875 Penalty: 3721.905029
	Iteration 18Q: 3 clusters Score -210784.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210791.796875 Penalty: 3721.905029
	Iteration 19Q: 3 clusters Score -210791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210794.500000 Penalty: 3721.905029
	Iteration 20F: 3 clusters Score -210794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210796.812500 Penalty: 3721.905029
	Iteration 21Q: 3 clusters Score -210796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210800.640625 Penalty: 3721.905029
	Iteration 22Q: 3 clusters Score -210800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210803.640625 Penalty: 3721.905029
	Iteration 23Q: 3 clusters Score -210803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210805.781250 Penalty: 3721.905029
	Iteration 24Q: 3 clusters Score -210805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210806.156250 Penalty: 3721.905029
	Iteration 25Q: 3 clusters Score -210806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210807.906250 Penalty: 3721.905029
	Iteration 26Q: 3 clusters Score -210807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210807.906250 Penalty: 3721.905029
	Iteration 27F: 3 clusters Score -210807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (197201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197201 members 
Entering Unmasked Estep 
Score: -29476518.000000 Penalty: 3023.610596
	Iteration 0F: 2 clusters Score -2.947652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98458 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -29348134.000000 Penalty: 6047.221191
	Iteration 0F: 3 clusters Score -2.934813e+07 nChanged 94580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -29402844.000000 Penalty: 6047.221191
	Iteration 1F: 3 clusters Score -2.940284e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 104319 members 
Entering Unmasked Estep 
Score: -29403752.000000 Penalty: 6047.221191
	Iteration 2Q: 3 clusters Score -2.940375e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 107260 members 
Entering Unmasked Estep 
Score: -29404714.000000 Penalty: 6047.221191
	Iteration 3Q: 3 clusters Score -2.940471e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -29406466.000000 Penalty: 6047.221191
	Iteration 4Q: 3 clusters Score -2.940647e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 118432 members 
Entering Unmasked Estep 
Score: -29409150.000000 Penalty: 6047.221191
	Iteration 5Q: 3 clusters Score -2.940915e+07 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 128371 members 
Entering Unmasked Estep 
Score: -29414478.000000 Penalty: 6047.221191
	Iteration 6F: 3 clusters Score -2.941448e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -29423640.000000 Penalty: 6047.221191
	Iteration 7F: 3 clusters Score -2.942364e+07 nChanged 17367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -29438120.000000 Penalty: 6047.221191
	Iteration 8F: 3 clusters Score -2.943812e+07 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -29454022.000000 Penalty: 6047.221191
	Iteration 9F: 3 clusters Score -2.945402e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 188581 members 
Entering Unmasked Estep 
Score: -29465750.000000 Penalty: 6047.221191
	Iteration 10F: 3 clusters Score -2.946575e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 194476 members 
Entering Unmasked Estep 
Score: -29471252.000000 Penalty: 6047.221191
	Iteration 11Q: 3 clusters Score -2.947125e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 196402 members 
Entering Unmasked Estep 
Score: -29473120.000000 Penalty: 6047.221191
	Iteration 12Q: 3 clusters Score -2.947312e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 196849 members 
Entering Unmasked Estep 
Score: -29473550.000000 Penalty: 6047.221191
	Iteration 13Q: 3 clusters Score -2.947355e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196934 members 
Entering Unmasked Estep 
Score: -29473708.000000 Penalty: 6047.221191
	Iteration 14Q: 3 clusters Score -2.947371e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196964 members 
Entering Unmasked Estep 
Score: -29473772.000000 Penalty: 6047.221191
	Iteration 15Q: 3 clusters Score -2.947377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 196972 members 
Entering Unmasked Estep 
Score: -29473810.000000 Penalty: 6047.221191
	Iteration 16Q: 3 clusters Score -2.947381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 196975 members 
Entering Unmasked Estep 
Score: -29473824.000000 Penalty: 6047.221191
	Iteration 17Q: 3 clusters Score -2.947382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196981 members 
Entering Unmasked Estep 
Score: -29473832.000000 Penalty: 6047.221191
	Iteration 18Q: 3 clusters Score -2.947383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196982 members 
Entering Unmasked Estep 
Score: -29473824.000000 Penalty: 6047.221191
	Iteration 19Q: 3 clusters Score -2.947382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196982 members 
Entering Unmasked Estep 
Score: -29473832.000000 Penalty: 6047.221191
	Iteration 20F: 3 clusters Score -2.947383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Entering Unmasked Estep 
Score: -9241834.000000 Penalty: 2738.688232
	Iteration 0F: 2 clusters Score -9241834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -9199824.000000 Penalty: 5477.376465
	Iteration 0F: 3 clusters Score -9199824 nChanged 29142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -9216010.000000 Penalty: 5477.376465
	Iteration 1F: 3 clusters Score -9216010 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -9216695.000000 Penalty: 5477.376465
	Iteration 2Q: 3 clusters Score -9216695 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -9217356.000000 Penalty: 5477.376465
	Iteration 3Q: 3 clusters Score -9217356 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -9218103.000000 Penalty: 5477.376465
	Iteration 4Q: 3 clusters Score -9218103 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -9219145.000000 Penalty: 5477.376465
	Iteration 5Q: 3 clusters Score -9219145 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -9220325.000000 Penalty: 5477.376465
	Iteration 6Q: 3 clusters Score -9220325 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -9221722.000000 Penalty: 5477.376465
	Iteration 7Q: 3 clusters Score -9221722 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -9223160.000000 Penalty: 5477.376465
	Iteration 8Q: 3 clusters Score -9223160 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -9224518.000000 Penalty: 5477.376465
	Iteration 9Q: 3 clusters Score -9224518 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -9225826.000000 Penalty: 5477.376465
	Iteration 10Q: 3 clusters Score -9225826 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -9227165.000000 Penalty: 5477.376465
	Iteration 11Q: 3 clusters Score -9227165 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -9228403.000000 Penalty: 5477.376465
	Iteration 12Q: 3 clusters Score -9228403 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -9229564.000000 Penalty: 5477.376465
	Iteration 13Q: 3 clusters Score -9229564 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -9230838.000000 Penalty: 5477.376465
	Iteration 14Q: 3 clusters Score -9230838 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -9232138.000000 Penalty: 5477.376465
	Iteration 15Q: 3 clusters Score -9232138 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -9233308.000000 Penalty: 5477.376465
	Iteration 16Q: 3 clusters Score -9233308 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -9234469.000000 Penalty: 5477.376465
	Iteration 17Q: 3 clusters Score -9234469 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -9235543.000000 Penalty: 5477.376465
	Iteration 18Q: 3 clusters Score -9235543 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -9236544.000000 Penalty: 5477.376465
	Iteration 19Q: 3 clusters Score -9236544 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -9237484.000000 Penalty: 5477.376465
	Iteration 20F: 3 clusters Score -9237484 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -9238242.000000 Penalty: 5477.376465
	Iteration 21Q: 3 clusters Score -9238242 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -9238801.000000 Penalty: 5477.376465
	Iteration 22Q: 3 clusters Score -9238801 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -9239237.000000 Penalty: 5477.376465
	Iteration 23Q: 3 clusters Score -9239237 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -9239549.000000 Penalty: 5477.376465
	Iteration 24Q: 3 clusters Score -9239549 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -9239790.000000 Penalty: 5477.376465
	Iteration 25Q: 3 clusters Score -9239790 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -9239978.000000 Penalty: 5477.376465
	Iteration 26Q: 3 clusters Score -9239978 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -9240081.000000 Penalty: 5477.376465
	Iteration 27Q: 3 clusters Score -9240081 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -9240157.000000 Penalty: 5477.376465
	Iteration 28Q: 3 clusters Score -9240157 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -9240205.000000 Penalty: 5477.376465
	Iteration 29Q: 3 clusters Score -9240205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -9240228.000000 Penalty: 5477.376465
	Iteration 30Q: 3 clusters Score -9240228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -9240234.000000 Penalty: 5477.376465
	Iteration 31Q: 3 clusters Score -9240234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -9240247.000000 Penalty: 5477.376465
	Iteration 32Q: 3 clusters Score -9240247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -9240260.000000 Penalty: 5477.376465
	Iteration 33Q: 3 clusters Score -9240260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -9240263.000000 Penalty: 5477.376465
	Iteration 34Q: 3 clusters Score -9240263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -9240263.000000 Penalty: 5477.376465
	Iteration 35Q: 3 clusters Score -9240263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -9240279.000000 Penalty: 5477.376465
	Iteration 36Q: 3 clusters Score -9240279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -9240288.000000 Penalty: 5477.376465
	Iteration 37Q: 3 clusters Score -9240288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -9240288.000000 Penalty: 5477.376465
	Iteration 38Q: 3 clusters Score -9240288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -9240284.000000 Penalty: 5477.376465
	Iteration 39Q: 3 clusters Score -9240284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -9240286.000000 Penalty: 5477.376465
	Iteration 40F: 3 clusters Score -9240286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -9240298.000000 Penalty: 5477.376465
	Iteration 41Q: 3 clusters Score -9240298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -9240301.000000 Penalty: 5477.376465
	Iteration 42Q: 3 clusters Score -9240301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -9240295.000000 Penalty: 5477.376465
	Iteration 43Q: 3 clusters Score -9240295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -9240291.000000 Penalty: 5477.376465
	Iteration 44Q: 3 clusters Score -9240291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -9240291.000000 Penalty: 5477.376465
	Iteration 45F: 3 clusters Score -9240291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -539075.187500 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -539075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -535386.062500 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -535386.1 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -536203.562500 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -536203.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -536487.500000 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -536487.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -536783.187500 Penalty: 4071.411621
	Iteration 3F: 3 clusters Score -536783.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -537114.125000 Penalty: 4071.411621
	Iteration 4F: 3 clusters Score -537114.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -537489.562500 Penalty: 4071.411621
	Iteration 5F: 3 clusters Score -537489.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -537823.875000 Penalty: 4071.411621
	Iteration 6F: 3 clusters Score -537823.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -538079.562500 Penalty: 4071.411621
	Iteration 7F: 3 clusters Score -538079.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -538226.625000 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -538226.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -538299.125000 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -538299.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -538350.250000 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -538350.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -538388.125000 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -538388.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -538408.875000 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -538408.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -538422.000000 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -538422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -538434.687500 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -538434.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -538444.187500 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -538444.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -538449.375000 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -538449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -538452.125000 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -538452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -538453.812500 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -538453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -538456.625000 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -538456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -538457.937500 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -538457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -538457.687500 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -538457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -538457.812500 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -538457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -538459.250000 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -538459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -538459.687500 Penalty: 4071.411621
	Iteration 24Q: 3 clusters Score -538459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -538459.687500 Penalty: 4071.411621
	Iteration 25F: 3 clusters Score -538459.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -882323.687500 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -882323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -876961.500000 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -876961.5 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -878547.000000 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -878547 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -878967.750000 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -878967.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -879252.875000 Penalty: 4345.106934
	Iteration 3F: 3 clusters Score -879252.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -879534.250000 Penalty: 4345.106934
	Iteration 4F: 3 clusters Score -879534.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -879799.062500 Penalty: 4345.106934
	Iteration 5Q: 3 clusters Score -879799.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -880052.375000 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -880052.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -880265.062500 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -880265.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -880402.187500 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -880402.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -880486.500000 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -880486.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -880562.875000 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -880562.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -880615.312500 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -880615.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -880665.937500 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -880665.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -880700.187500 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -880700.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -880728.500000 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -880728.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -880743.937500 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -880743.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -880759.750000 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -880759.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -880774.875000 Penalty: 4345.106934
	Iteration 17Q: 3 clusters Score -880774.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -880784.375000 Penalty: 4345.106934
	Iteration 18Q: 3 clusters Score -880784.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -880794.000000 Penalty: 4345.106934
	Iteration 19Q: 3 clusters Score -880794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -880798.875000 Penalty: 4345.106934
	Iteration 20F: 3 clusters Score -880798.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -880804.437500 Penalty: 4345.106934
	Iteration 21Q: 3 clusters Score -880804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -880805.625000 Penalty: 4345.106934
	Iteration 22Q: 3 clusters Score -880805.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -880808.062500 Penalty: 4345.106934
	Iteration 23Q: 3 clusters Score -880808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -880807.812500 Penalty: 4345.106934
	Iteration 24Q: 3 clusters Score -880807.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -880810.562500 Penalty: 4345.106934
	Iteration 25Q: 3 clusters Score -880810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -880811.625000 Penalty: 4345.106934
	Iteration 26Q: 3 clusters Score -880811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -880812.125000 Penalty: 4345.106934
	Iteration 27Q: 3 clusters Score -880812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -880812.937500 Penalty: 4345.106934
	Iteration 28Q: 3 clusters Score -880812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -880812.750000 Penalty: 4345.106934
	Iteration 29Q: 3 clusters Score -880812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -880814.812500 Penalty: 4345.106934
	Iteration 30Q: 3 clusters Score -880814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -880815.312500 Penalty: 4345.106934
	Iteration 31Q: 3 clusters Score -880815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -880816.812500 Penalty: 4345.106934
	Iteration 32Q: 3 clusters Score -880816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -880817.250000 Penalty: 4345.106934
	Iteration 33Q: 3 clusters Score -880817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -880817.250000 Penalty: 4345.106934
	Iteration 34F: 3 clusters Score -880817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -1087729.875000 Penalty: 2210.460449
	Iteration 0F: 2 clusters Score -1087730 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 3725 members 
Entering Unmasked Estep 
Score: -1081739.750000 Penalty: 4420.920898
	Iteration 0F: 3 clusters Score -1081740 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1083324.375000 Penalty: 4420.920898
	Iteration 1F: 3 clusters Score -1083324 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1083604.250000 Penalty: 4420.920898
	Iteration 2F: 3 clusters Score -1083604 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1083781.500000 Penalty: 4420.920898
	Iteration 3Q: 3 clusters Score -1083782 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1083917.875000 Penalty: 4420.920898
	Iteration 4Q: 3 clusters Score -1083918 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1084017.250000 Penalty: 4420.920898
	Iteration 5Q: 3 clusters Score -1084017 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1084109.000000 Penalty: 4420.920898
	Iteration 6Q: 3 clusters Score -1084109 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1084192.500000 Penalty: 4420.920898
	Iteration 7Q: 3 clusters Score -1084192 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1084267.250000 Penalty: 4420.920898
	Iteration 8Q: 3 clusters Score -1084267 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1084338.375000 Penalty: 4420.920898
	Iteration 9Q: 3 clusters Score -1084338 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1084415.500000 Penalty: 4420.920898
	Iteration 10Q: 3 clusters Score -1084416 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1084495.500000 Penalty: 4420.920898
	Iteration 11Q: 3 clusters Score -1084496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1084575.375000 Penalty: 4420.920898
	Iteration 12Q: 3 clusters Score -1084575 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1084659.500000 Penalty: 4420.920898
	Iteration 13Q: 3 clusters Score -1084660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1084743.250000 Penalty: 4420.920898
	Iteration 14Q: 3 clusters Score -1084743 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1084808.625000 Penalty: 4420.920898
	Iteration 15Q: 3 clusters Score -1084809 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1084873.250000 Penalty: 4420.920898
	Iteration 16Q: 3 clusters Score -1084873 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1084955.000000 Penalty: 4420.920898
	Iteration 17Q: 3 clusters Score -1084955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1085026.750000 Penalty: 4420.920898
	Iteration 18Q: 3 clusters Score -1085027 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1085110.125000 Penalty: 4420.920898
	Iteration 19Q: 3 clusters Score -1085110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1085186.500000 Penalty: 4420.920898
	Iteration 20F: 3 clusters Score -1085186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1085269.125000 Penalty: 4420.920898
	Iteration 21Q: 3 clusters Score -1085269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1085347.375000 Penalty: 4420.920898
	Iteration 22Q: 3 clusters Score -1085347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1085409.750000 Penalty: 4420.920898
	Iteration 23Q: 3 clusters Score -1085410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1085459.375000 Penalty: 4420.920898
	Iteration 24Q: 3 clusters Score -1085459 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1085494.875000 Penalty: 4420.920898
	Iteration 25Q: 3 clusters Score -1085495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1085535.750000 Penalty: 4420.920898
	Iteration 26Q: 3 clusters Score -1085536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1085576.750000 Penalty: 4420.920898
	Iteration 27Q: 3 clusters Score -1085577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1085619.750000 Penalty: 4420.920898
	Iteration 28Q: 3 clusters Score -1085620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1085669.375000 Penalty: 4420.920898
	Iteration 29Q: 3 clusters Score -1085669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1085725.250000 Penalty: 4420.920898
	Iteration 30Q: 3 clusters Score -1085725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1085775.375000 Penalty: 4420.920898
	Iteration 31Q: 3 clusters Score -1085775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1085822.125000 Penalty: 4420.920898
	Iteration 32Q: 3 clusters Score -1085822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1085854.375000 Penalty: 4420.920898
	Iteration 33Q: 3 clusters Score -1085854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1085870.875000 Penalty: 4420.920898
	Iteration 34Q: 3 clusters Score -1085871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1085884.125000 Penalty: 4420.920898
	Iteration 35Q: 3 clusters Score -1085884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1085899.375000 Penalty: 4420.920898
	Iteration 36Q: 3 clusters Score -1085899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1085916.750000 Penalty: 4420.920898
	Iteration 37Q: 3 clusters Score -1085917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1085929.000000 Penalty: 4420.920898
	Iteration 38Q: 3 clusters Score -1085929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1085943.500000 Penalty: 4420.920898
	Iteration 39Q: 3 clusters Score -1085944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1085955.000000 Penalty: 4420.920898
	Iteration 40F: 3 clusters Score -1085955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1085961.250000 Penalty: 4420.920898
	Iteration 41Q: 3 clusters Score -1085961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1085966.125000 Penalty: 4420.920898
	Iteration 42Q: 3 clusters Score -1085966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1085968.625000 Penalty: 4420.920898
	Iteration 43Q: 3 clusters Score -1085969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1085972.125000 Penalty: 4420.920898
	Iteration 44Q: 3 clusters Score -1085972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1085974.000000 Penalty: 4420.920898
	Iteration 45Q: 3 clusters Score -1085974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1085977.000000 Penalty: 4420.920898
	Iteration 46Q: 3 clusters Score -1085977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1085982.500000 Penalty: 4420.920898
	Iteration 47Q: 3 clusters Score -1085982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1085989.625000 Penalty: 4420.920898
	Iteration 48Q: 3 clusters Score -1085990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1085995.500000 Penalty: 4420.920898
	Iteration 49Q: 3 clusters Score -1085996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1086006.875000 Penalty: 4420.920898
	Iteration 50Q: 3 clusters Score -1086007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1086012.250000 Penalty: 4420.920898
	Iteration 51Q: 3 clusters Score -1086012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1086018.875000 Penalty: 4420.920898
	Iteration 52Q: 3 clusters Score -1086019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1086025.875000 Penalty: 4420.920898
	Iteration 53Q: 3 clusters Score -1086026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1086025.375000 Penalty: 4420.920898
	Iteration 54Q: 3 clusters Score -1086025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1086027.500000 Penalty: 4420.920898
	Iteration 55Q: 3 clusters Score -1086028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1086028.375000 Penalty: 4420.920898
	Iteration 56Q: 3 clusters Score -1086028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1086029.375000 Penalty: 4420.920898
	Iteration 57Q: 3 clusters Score -1086029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1086031.250000 Penalty: 4420.920898
	Iteration 58Q: 3 clusters Score -1086031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1086034.625000 Penalty: 4420.920898
	Iteration 59Q: 3 clusters Score -1086035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1086035.250000 Penalty: 4420.920898
	Iteration 60F: 3 clusters Score -1086035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1086038.875000 Penalty: 4420.920898
	Iteration 61Q: 3 clusters Score -1086039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1086039.250000 Penalty: 4420.920898
	Iteration 62Q: 3 clusters Score -1086039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1086039.250000 Penalty: 4420.920898
	Iteration 63F: 3 clusters Score -1086039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (141123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Entering Unmasked Estep 
Score: -21059708.000000 Penalty: 2940.632080
	Iteration 0F: 2 clusters Score -2.105971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -20967856.000000 Penalty: 5881.264160
	Iteration 0F: 3 clusters Score -2.096786e+07 nChanged 67283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -21008110.000000 Penalty: 5881.264160
	Iteration 1F: 3 clusters Score -2.100811e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -21010244.000000 Penalty: 5881.264160
	Iteration 2Q: 3 clusters Score -2.101024e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -21013888.000000 Penalty: 5881.264160
	Iteration 3F: 3 clusters Score -2.101389e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -21019468.000000 Penalty: 5881.264160
	Iteration 4F: 3 clusters Score -2.101947e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -21026478.000000 Penalty: 5881.264160
	Iteration 5F: 3 clusters Score -2.102648e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -21034398.000000 Penalty: 5881.264160
	Iteration 6F: 3 clusters Score -2.10344e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -21041544.000000 Penalty: 5881.264160
	Iteration 7F: 3 clusters Score -2.104154e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 111824 members 
Entering Unmasked Estep 
Score: -21046308.000000 Penalty: 5881.264160
	Iteration 8Q: 3 clusters Score -2.104631e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 115402 members 
Entering Unmasked Estep 
Score: -21049362.000000 Penalty: 5881.264160
	Iteration 9Q: 3 clusters Score -2.104936e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 118381 members 
Entering Unmasked Estep 
Score: -21051050.000000 Penalty: 5881.264160
	Iteration 10Q: 3 clusters Score -2.105105e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 121099 members 
Entering Unmasked Estep 
Score: -21052320.000000 Penalty: 5881.264160
	Iteration 11Q: 3 clusters Score -2.105232e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 123533 members 
Entering Unmasked Estep 
Score: -21053366.000000 Penalty: 5881.264160
	Iteration 12Q: 3 clusters Score -2.105337e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -21054170.000000 Penalty: 5881.264160
	Iteration 13Q: 3 clusters Score -2.105417e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 127705 members 
Entering Unmasked Estep 
Score: -21054856.000000 Penalty: 5881.264160
	Iteration 14Q: 3 clusters Score -2.105486e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -21055588.000000 Penalty: 5881.264160
	Iteration 15Q: 3 clusters Score -2.105559e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -21056190.000000 Penalty: 5881.264160
	Iteration 16Q: 3 clusters Score -2.105619e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 132090 members 
Entering Unmasked Estep 
Score: -21056422.000000 Penalty: 5881.264160
	Iteration 17Q: 3 clusters Score -2.105642e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 133179 members 
Entering Unmasked Estep 
Score: -21056750.000000 Penalty: 5881.264160
	Iteration 18Q: 3 clusters Score -2.105675e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 134081 members 
Entering Unmasked Estep 
Score: -21057012.000000 Penalty: 5881.264160
	Iteration 19Q: 3 clusters Score -2.105701e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -21057158.000000 Penalty: 5881.264160
	Iteration 20F: 3 clusters Score -2.105716e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 135503 members 
Entering Unmasked Estep 
Score: -21057368.000000 Penalty: 5881.264160
	Iteration 21Q: 3 clusters Score -2.105737e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -21057528.000000 Penalty: 5881.264160
	Iteration 22Q: 3 clusters Score -2.105753e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 136523 members 
Entering Unmasked Estep 
Score: -21057646.000000 Penalty: 5881.264160
	Iteration 23Q: 3 clusters Score -2.105765e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 136904 members 
Entering Unmasked Estep 
Score: -21057742.000000 Penalty: 5881.264160
	Iteration 24Q: 3 clusters Score -2.105774e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 137200 members 
Entering Unmasked Estep 
Score: -21057810.000000 Penalty: 5881.264160
	Iteration 25Q: 3 clusters Score -2.105781e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -21057862.000000 Penalty: 5881.264160
	Iteration 26Q: 3 clusters Score -2.105786e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 137689 members 
Entering Unmasked Estep 
Score: -21057924.000000 Penalty: 5881.264160
	Iteration 27Q: 3 clusters Score -2.105792e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -21057976.000000 Penalty: 5881.264160
	Iteration 28Q: 3 clusters Score -2.105798e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 138057 members 
Entering Unmasked Estep 
Score: -21058014.000000 Penalty: 5881.264160
	Iteration 29Q: 3 clusters Score -2.105801e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 138220 members 
Entering Unmasked Estep 
Score: -21058054.000000 Penalty: 5881.264160
	Iteration 30Q: 3 clusters Score -2.105805e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -21058054.000000 Penalty: 5881.264160
	Iteration 31Q: 3 clusters Score -2.105805e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -21058076.000000 Penalty: 5881.264160
	Iteration 32Q: 3 clusters Score -2.105808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -21058126.000000 Penalty: 5881.264160
	Iteration 33Q: 3 clusters Score -2.105813e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 138630 members 
Entering Unmasked Estep 
Score: -21058130.000000 Penalty: 5881.264160
	Iteration 34Q: 3 clusters Score -2.105813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -21058164.000000 Penalty: 5881.264160
	Iteration 35Q: 3 clusters Score -2.105816e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -21058190.000000 Penalty: 5881.264160
	Iteration 36Q: 3 clusters Score -2.105819e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -21058204.000000 Penalty: 5881.264160
	Iteration 37Q: 3 clusters Score -2.10582e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 138857 members 
Entering Unmasked Estep 
Score: -21058240.000000 Penalty: 5881.264160
	Iteration 38Q: 3 clusters Score -2.105824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 138910 members 
Entering Unmasked Estep 
Score: -21058250.000000 Penalty: 5881.264160
	Iteration 39Q: 3 clusters Score -2.105825e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 138965 members 
Entering Unmasked Estep 
Score: -21058290.000000 Penalty: 5881.264160
	Iteration 40F: 3 clusters Score -2.105829e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 138985 members 
Entering Unmasked Estep 
Score: -21058296.000000 Penalty: 5881.264160
	Iteration 41Q: 3 clusters Score -2.10583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 139008 members 
Entering Unmasked Estep 
Score: -21058290.000000 Penalty: 5881.264160
	Iteration 42Q: 3 clusters Score -2.105829e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 139032 members 
Entering Unmasked Estep 
Score: -21058330.000000 Penalty: 5881.264160
	Iteration 43Q: 3 clusters Score -2.105833e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -21058350.000000 Penalty: 5881.264160
	Iteration 44Q: 3 clusters Score -2.105835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 139094 members 
Entering Unmasked Estep 
Score: -21058340.000000 Penalty: 5881.264160
	Iteration 45Q: 3 clusters Score -2.105834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 139112 members 
Entering Unmasked Estep 
Score: -21058352.000000 Penalty: 5881.264160
	Iteration 46Q: 3 clusters Score -2.105835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 139124 members 
Entering Unmasked Estep 
Score: -21058356.000000 Penalty: 5881.264160
	Iteration 47Q: 3 clusters Score -2.105836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 139137 members 
Entering Unmasked Estep 
Score: -21058344.000000 Penalty: 5881.264160
	Iteration 48Q: 3 clusters Score -2.105834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -21058320.000000 Penalty: 5881.264160
	Iteration 49Q: 3 clusters Score -2.105832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 139163 members 
Entering Unmasked Estep 
Score: -21058316.000000 Penalty: 5881.264160
	Iteration 50Q: 3 clusters Score -2.105832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -21058330.000000 Penalty: 5881.264160
	Iteration 51Q: 3 clusters Score -2.105833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -21058326.000000 Penalty: 5881.264160
	Iteration 52Q: 3 clusters Score -2.105833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -21058332.000000 Penalty: 5881.264160
	Iteration 53Q: 3 clusters Score -2.105833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -21058348.000000 Penalty: 5881.264160
	Iteration 54Q: 3 clusters Score -2.105835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -21058348.000000 Penalty: 5881.264160
	Iteration 55Q: 3 clusters Score -2.105835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 139231 members 
Entering Unmasked Estep 
Score: -21058350.000000 Penalty: 5881.264160
	Iteration 56Q: 3 clusters Score -2.105835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 139240 members 
Entering Unmasked Estep 
Score: -21058364.000000 Penalty: 5881.264160
	Iteration 57Q: 3 clusters Score -2.105836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 139245 members 
Entering Unmasked Estep 
Score: -21058384.000000 Penalty: 5881.264160
	Iteration 58Q: 3 clusters Score -2.105838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 139254 members 
Entering Unmasked Estep 
Score: -21058362.000000 Penalty: 5881.264160
	Iteration 59Q: 3 clusters Score -2.105836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 139262 members 
Entering Unmasked Estep 
Score: -21058374.000000 Penalty: 5881.264160
	Iteration 60F: 3 clusters Score -2.105837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -21058368.000000 Penalty: 5881.264160
	Iteration 61Q: 3 clusters Score -2.105837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 139269 members 
Entering Unmasked Estep 
Score: -21058374.000000 Penalty: 5881.264160
	Iteration 62Q: 3 clusters Score -2.105837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 139272 members 
Entering Unmasked Estep 
Score: -21058398.000000 Penalty: 5881.264160
	Iteration 63Q: 3 clusters Score -2.10584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 139278 members 
Entering Unmasked Estep 
Score: -21058384.000000 Penalty: 5881.264160
	Iteration 64Q: 3 clusters Score -2.105838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 139288 members 
Entering Unmasked Estep 
Score: -21058394.000000 Penalty: 5881.264160
	Iteration 65Q: 3 clusters Score -2.105839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 139296 members 
Entering Unmasked Estep 
Score: -21058420.000000 Penalty: 5881.264160
	Iteration 66Q: 3 clusters Score -2.105842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -21058408.000000 Penalty: 5881.264160
	Iteration 67Q: 3 clusters Score -2.105841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 139309 members 
Entering Unmasked Estep 
Score: -21058404.000000 Penalty: 5881.264160
	Iteration 68Q: 3 clusters Score -2.10584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -21058426.000000 Penalty: 5881.264160
	Iteration 69Q: 3 clusters Score -2.105843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -21058404.000000 Penalty: 5881.264160
	Iteration 70Q: 3 clusters Score -2.10584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -21058412.000000 Penalty: 5881.264160
	Iteration 71Q: 3 clusters Score -2.105841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -21058416.000000 Penalty: 5881.264160
	Iteration 72Q: 3 clusters Score -2.105842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -21058416.000000 Penalty: 5881.264160
	Iteration 73F: 3 clusters Score -2.105842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Entering Unmasked Estep 
Score: -3366881.500000 Penalty: 2506.677490
	Iteration 0F: 2 clusters Score -3366882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3349939.000000 Penalty: 5013.354980
	Iteration 0F: 3 clusters Score -3349939 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3356078.500000 Penalty: 5013.354980
	Iteration 1F: 3 clusters Score -3356078 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3356690.500000 Penalty: 5013.354980
	Iteration 2F: 3 clusters Score -3356690 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3357357.750000 Penalty: 5013.354980
	Iteration 3F: 3 clusters Score -3357358 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3358104.750000 Penalty: 5013.354980
	Iteration 4F: 3 clusters Score -3358105 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3358883.250000 Penalty: 5013.354980
	Iteration 5F: 3 clusters Score -3358883 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3359616.500000 Penalty: 5013.354980
	Iteration 6F: 3 clusters Score -3359616 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3360415.000000 Penalty: 5013.354980
	Iteration 7F: 3 clusters Score -3360415 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3361161.250000 Penalty: 5013.354980
	Iteration 8Q: 3 clusters Score -3361161 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3361771.250000 Penalty: 5013.354980
	Iteration 9Q: 3 clusters Score -3361771 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3362259.250000 Penalty: 5013.354980
	Iteration 10Q: 3 clusters Score -3362259 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3362576.750000 Penalty: 5013.354980
	Iteration 11Q: 3 clusters Score -3362577 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3362795.250000 Penalty: 5013.354980
	Iteration 12Q: 3 clusters Score -3362795 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3362948.750000 Penalty: 5013.354980
	Iteration 13Q: 3 clusters Score -3362949 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3363084.250000 Penalty: 5013.354980
	Iteration 14Q: 3 clusters Score -3363084 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3363166.000000 Penalty: 5013.354980
	Iteration 15Q: 3 clusters Score -3363166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3363250.000000 Penalty: 5013.354980
	Iteration 16Q: 3 clusters Score -3363250 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3363296.000000 Penalty: 5013.354980
	Iteration 17Q: 3 clusters Score -3363296 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3363352.000000 Penalty: 5013.354980
	Iteration 18Q: 3 clusters Score -3363352 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3363387.000000 Penalty: 5013.354980
	Iteration 19Q: 3 clusters Score -3363387 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3363413.500000 Penalty: 5013.354980
	Iteration 20F: 3 clusters Score -3363414 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3363460 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3363479.500000 Penalty: 5013.354980
	Iteration 22Q: 3 clusters Score -3363480 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3363510 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3363533.750000 Penalty: 5013.354980
	Iteration 24Q: 3 clusters Score -3363534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3363548.250000 Penalty: 5013.354980
	Iteration 25Q: 3 clusters Score -3363548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3363562.250000 Penalty: 5013.354980
	Iteration 26Q: 3 clusters Score -3363562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3363574.500000 Penalty: 5013.354980
	Iteration 27Q: 3 clusters Score -3363574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3363599.000000 Penalty: 5013.354980
	Iteration 28Q: 3 clusters Score -3363599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3363619.000000 Penalty: 5013.354980
	Iteration 29Q: 3 clusters Score -3363619 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3363638.250000 Penalty: 5013.354980
	Iteration 30Q: 3 clusters Score -3363638 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3363662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3363682.000000 Penalty: 5013.354980
	Iteration 32Q: 3 clusters Score -3363682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3363704.000000 Penalty: 5013.354980
	Iteration 33Q: 3 clusters Score -3363704 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3363708.750000 Penalty: 5013.354980
	Iteration 34Q: 3 clusters Score -3363709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3363722.250000 Penalty: 5013.354980
	Iteration 35Q: 3 clusters Score -3363722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3363726.500000 Penalty: 5013.354980
	Iteration 36Q: 3 clusters Score -3363726 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3363743.250000 Penalty: 5013.354980
	Iteration 37Q: 3 clusters Score -3363743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3363774.250000 Penalty: 5013.354980
	Iteration 38Q: 3 clusters Score -3363774 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3363808.250000 Penalty: 5013.354980
	Iteration 39Q: 3 clusters Score -3363808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3363814.750000 Penalty: 5013.354980
	Iteration 40F: 3 clusters Score -3363815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3363831.750000 Penalty: 5013.354980
	Iteration 41Q: 3 clusters Score -3363832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3363834.250000 Penalty: 5013.354980
	Iteration 42Q: 3 clusters Score -3363834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3363836.250000 Penalty: 5013.354980
	Iteration 43Q: 3 clusters Score -3363836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3363860.000000 Penalty: 5013.354980
	Iteration 44Q: 3 clusters Score -3363860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3363870.500000 Penalty: 5013.354980
	Iteration 45Q: 3 clusters Score -3363870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3363876.000000 Penalty: 5013.354980
	Iteration 46Q: 3 clusters Score -3363876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3363892.750000 Penalty: 5013.354980
	Iteration 47Q: 3 clusters Score -3363893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3363907.750000 Penalty: 5013.354980
	Iteration 48Q: 3 clusters Score -3363908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3363925.750000 Penalty: 5013.354980
	Iteration 49Q: 3 clusters Score -3363926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3363925.250000 Penalty: 5013.354980
	Iteration 50Q: 3 clusters Score -3363925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3363950.750000 Penalty: 5013.354980
	Iteration 51Q: 3 clusters Score -3363951 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3363977.750000 Penalty: 5013.354980
	Iteration 52Q: 3 clusters Score -3363978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3363990.750000 Penalty: 5013.354980
	Iteration 53Q: 3 clusters Score -3363991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3364006.000000 Penalty: 5013.354980
	Iteration 54Q: 3 clusters Score -3364006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3364036.500000 Penalty: 5013.354980
	Iteration 55Q: 3 clusters Score -3364036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3364058.750000 Penalty: 5013.354980
	Iteration 56Q: 3 clusters Score -3364059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3364094.750000 Penalty: 5013.354980
	Iteration 57Q: 3 clusters Score -3364095 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3364104.250000 Penalty: 5013.354980
	Iteration 58Q: 3 clusters Score -3364104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3364141.500000 Penalty: 5013.354980
	Iteration 59Q: 3 clusters Score -3364142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3364173.250000 Penalty: 5013.354980
	Iteration 60F: 3 clusters Score -3364173 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3364205.250000 Penalty: 5013.354980
	Iteration 61Q: 3 clusters Score -3364205 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3364245.500000 Penalty: 5013.354980
	Iteration 62Q: 3 clusters Score -3364246 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3364287.500000 Penalty: 5013.354980
	Iteration 63Q: 3 clusters Score -3364288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3364309.500000 Penalty: 5013.354980
	Iteration 64Q: 3 clusters Score -3364310 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3364334.000000 Penalty: 5013.354980
	Iteration 65Q: 3 clusters Score -3364334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3364362.250000 Penalty: 5013.354980
	Iteration 66Q: 3 clusters Score -3364362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3364380.000000 Penalty: 5013.354980
	Iteration 67Q: 3 clusters Score -3364380 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3364404.500000 Penalty: 5013.354980
	Iteration 68Q: 3 clusters Score -3364404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3364428.000000 Penalty: 5013.354980
	Iteration 69Q: 3 clusters Score -3364428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3364462.500000 Penalty: 5013.354980
	Iteration 70Q: 3 clusters Score -3364462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3364490.750000 Penalty: 5013.354980
	Iteration 71Q: 3 clusters Score -3364491 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3364518.250000 Penalty: 5013.354980
	Iteration 72Q: 3 clusters Score -3364518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3364543.750000 Penalty: 5013.354980
	Iteration 73Q: 3 clusters Score -3364544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3364570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3364595.500000 Penalty: 5013.354980
	Iteration 75Q: 3 clusters Score -3364596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3364622.500000 Penalty: 5013.354980
	Iteration 76Q: 3 clusters Score -3364622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3364666.000000 Penalty: 5013.354980
	Iteration 77Q: 3 clusters Score -3364666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3364689.750000 Penalty: 5013.354980
	Iteration 78Q: 3 clusters Score -3364690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3364729.000000 Penalty: 5013.354980
	Iteration 79Q: 3 clusters Score -3364729 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3364761.250000 Penalty: 5013.354980
	Iteration 80F: 3 clusters Score -3364761 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3364771.250000 Penalty: 5013.354980
	Iteration 81Q: 3 clusters Score -3364771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -3364800.000000 Penalty: 5013.354980
	Iteration 82Q: 3 clusters Score -3364800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3364813.250000 Penalty: 5013.354980
	Iteration 83Q: 3 clusters Score -3364813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3364830.000000 Penalty: 5013.354980
	Iteration 84Q: 3 clusters Score -3364830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3364854.250000 Penalty: 5013.354980
	Iteration 85Q: 3 clusters Score -3364854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3364863.250000 Penalty: 5013.354980
	Iteration 86Q: 3 clusters Score -3364863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3364869.750000 Penalty: 5013.354980
	Iteration 87Q: 3 clusters Score -3364870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3364883.250000 Penalty: 5013.354980
	Iteration 88Q: 3 clusters Score -3364883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3364904.250000 Penalty: 5013.354980
	Iteration 89Q: 3 clusters Score -3364904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3364913.000000 Penalty: 5013.354980
	Iteration 90Q: 3 clusters Score -3364913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3364921.000000 Penalty: 5013.354980
	Iteration 91Q: 3 clusters Score -3364921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3364927.750000 Penalty: 5013.354980
	Iteration 92Q: 3 clusters Score -3364928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3364935.750000 Penalty: 5013.354980
	Iteration 93Q: 3 clusters Score -3364936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3364947.000000 Penalty: 5013.354980
	Iteration 94Q: 3 clusters Score -3364947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3364944.750000 Penalty: 5013.354980
	Iteration 95Q: 3 clusters Score -3364945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3364953.250000 Penalty: 5013.354980
	Iteration 96Q: 3 clusters Score -3364953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3364966.750000 Penalty: 5013.354980
	Iteration 97Q: 3 clusters Score -3364967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3364973.250000 Penalty: 5013.354980
	Iteration 98Q: 3 clusters Score -3364973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3364974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3364980.500000 Penalty: 5013.354980
	Iteration 100F: 3 clusters Score -3364980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3364992.750000 Penalty: 5013.354980
	Iteration 101Q: 3 clusters Score -3364993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3364995.750000 Penalty: 5013.354980
	Iteration 102Q: 3 clusters Score -3364996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3364997.250000 Penalty: 5013.354980
	Iteration 103Q: 3 clusters Score -3364997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3365006.500000 Penalty: 5013.354980
	Iteration 104Q: 3 clusters Score -3365006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3365007.250000 Penalty: 5013.354980
	Iteration 105Q: 3 clusters Score -3365007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3365005.750000 Penalty: 5013.354980
	Iteration 106Q: 3 clusters Score -3365006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3365009.250000 Penalty: 5013.354980
	Iteration 107Q: 3 clusters Score -3365009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3365007.500000 Penalty: 5013.354980
	Iteration 108Q: 3 clusters Score -3365008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3365008.000000 Penalty: 5013.354980
	Iteration 109Q: 3 clusters Score -3365008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3365013.500000 Penalty: 5013.354980
	Iteration 110Q: 3 clusters Score -3365014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3365014.750000 Penalty: 5013.354980
	Iteration 111Q: 3 clusters Score -3365015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3365014.750000 Penalty: 5013.354980
	Iteration 112Q: 3 clusters Score -3365015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3365013.250000 Penalty: 5013.354980
	Iteration 113Q: 3 clusters Score -3365013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3365012.750000 Penalty: 5013.354980
	Iteration 114Q: 3 clusters Score -3365013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3365019.500000 Penalty: 5013.354980
	Iteration 115Q: 3 clusters Score -3365020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3365016.750000 Penalty: 5013.354980
	Iteration 116Q: 3 clusters Score -3365017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3365019.000000 Penalty: 5013.354980
	Iteration 117Q: 3 clusters Score -3365019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3365021.250000 Penalty: 5013.354980
	Iteration 118Q: 3 clusters Score -3365021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3365028.000000 Penalty: 5013.354980
	Iteration 119Q: 3 clusters Score -3365028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3365035.750000 Penalty: 5013.354980
	Iteration 120F: 3 clusters Score -3365036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3365040.250000 Penalty: 5013.354980
	Iteration 121Q: 3 clusters Score -3365040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3365037.000000 Penalty: 5013.354980
	Iteration 122Q: 3 clusters Score -3365037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3365049.250000 Penalty: 5013.354980
	Iteration 123Q: 3 clusters Score -3365049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3365051.500000 Penalty: 5013.354980
	Iteration 124Q: 3 clusters Score -3365052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3365055.500000 Penalty: 5013.354980
	Iteration 125Q: 3 clusters Score -3365056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3365062.000000 Penalty: 5013.354980
	Iteration 126Q: 3 clusters Score -3365062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3365063.250000 Penalty: 5013.354980
	Iteration 127Q: 3 clusters Score -3365063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3365063.750000 Penalty: 5013.354980
	Iteration 128Q: 3 clusters Score -3365064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3365065.750000 Penalty: 5013.354980
	Iteration 129Q: 3 clusters Score -3365066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3365067.250000 Penalty: 5013.354980
	Iteration 130Q: 3 clusters Score -3365067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3365070.250000 Penalty: 5013.354980
	Iteration 131Q: 3 clusters Score -3365070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3365066.000000 Penalty: 5013.354980
	Iteration 132Q: 3 clusters Score -3365066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3365068.250000 Penalty: 5013.354980
	Iteration 133Q: 3 clusters Score -3365068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3365069.500000 Penalty: 5013.354980
	Iteration 134Q: 3 clusters Score -3365070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3365075.000000 Penalty: 5013.354980
	Iteration 135Q: 3 clusters Score -3365075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3365083.750000 Penalty: 5013.354980
	Iteration 136Q: 3 clusters Score -3365084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3365083.000000 Penalty: 5013.354980
	Iteration 137Q: 3 clusters Score -3365083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3365092.500000 Penalty: 5013.354980
	Iteration 138Q: 3 clusters Score -3365092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3365091.500000 Penalty: 5013.354980
	Iteration 139Q: 3 clusters Score -3365092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3365092.500000 Penalty: 5013.354980
	Iteration 140F: 3 clusters Score -3365092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3365094.000000 Penalty: 5013.354980
	Iteration 141Q: 3 clusters Score -3365094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3365095.500000 Penalty: 5013.354980
	Iteration 142Q: 3 clusters Score -3365096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3365093.750000 Penalty: 5013.354980
	Iteration 143Q: 3 clusters Score -3365094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3365092.750000 Penalty: 5013.354980
	Iteration 144Q: 3 clusters Score -3365093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3365092.750000 Penalty: 5013.354980
	Iteration 145F: 3 clusters Score -3365093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -706858.125000 Penalty: 2112.858398
	Iteration 0F: 2 clusters Score -706858.1 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 2541 members 
Entering Unmasked Estep 
Score: -702281.187500 Penalty: 4225.716797
	Iteration 0F: 3 clusters Score -702281.2 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -703414.750000 Penalty: 4225.716797
	Iteration 1F: 3 clusters Score -703414.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -703667.062500 Penalty: 4225.716797
	Iteration 2F: 3 clusters Score -703667.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -703827.750000 Penalty: 4225.716797
	Iteration 3F: 3 clusters Score -703827.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -703927.875000 Penalty: 4225.716797
	Iteration 4Q: 3 clusters Score -703927.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -704007.812500 Penalty: 4225.716797
	Iteration 5Q: 3 clusters Score -704007.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -704087.750000 Penalty: 4225.716797
	Iteration 6Q: 3 clusters Score -704087.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -704159.750000 Penalty: 4225.716797
	Iteration 7Q: 3 clusters Score -704159.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -704230.000000 Penalty: 4225.716797
	Iteration 8Q: 3 clusters Score -704230 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -704300.625000 Penalty: 4225.716797
	Iteration 9Q: 3 clusters Score -704300.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -704359.312500 Penalty: 4225.716797
	Iteration 10Q: 3 clusters Score -704359.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -704414.500000 Penalty: 4225.716797
	Iteration 11Q: 3 clusters Score -704414.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -704469.375000 Penalty: 4225.716797
	Iteration 12Q: 3 clusters Score -704469.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -704522.687500 Penalty: 4225.716797
	Iteration 13Q: 3 clusters Score -704522.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -704580.000000 Penalty: 4225.716797
	Iteration 14Q: 3 clusters Score -704580 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -704617.750000 Penalty: 4225.716797
	Iteration 15Q: 3 clusters Score -704617.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -704648.875000 Penalty: 4225.716797
	Iteration 16Q: 3 clusters Score -704648.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -704684.500000 Penalty: 4225.716797
	Iteration 17Q: 3 clusters Score -704684.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -704713.750000 Penalty: 4225.716797
	Iteration 18Q: 3 clusters Score -704713.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -704741.062500 Penalty: 4225.716797
	Iteration 19Q: 3 clusters Score -704741.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -704764.375000 Penalty: 4225.716797
	Iteration 20F: 3 clusters Score -704764.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -704775.187500 Penalty: 4225.716797
	Iteration 21Q: 3 clusters Score -704775.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -704784.500000 Penalty: 4225.716797
	Iteration 22Q: 3 clusters Score -704784.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -704791.875000 Penalty: 4225.716797
	Iteration 23Q: 3 clusters Score -704791.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -704798.000000 Penalty: 4225.716797
	Iteration 24Q: 3 clusters Score -704798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -704807.000000 Penalty: 4225.716797
	Iteration 25Q: 3 clusters Score -704807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -704812.187500 Penalty: 4225.716797
	Iteration 26Q: 3 clusters Score -704812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -704816.437500 Penalty: 4225.716797
	Iteration 27Q: 3 clusters Score -704816.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -704820.375000 Penalty: 4225.716797
	Iteration 28Q: 3 clusters Score -704820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -704824.750000 Penalty: 4225.716797
	Iteration 29Q: 3 clusters Score -704824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -704827.250000 Penalty: 4225.716797
	Iteration 30Q: 3 clusters Score -704827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -704828.125000 Penalty: 4225.716797
	Iteration 31Q: 3 clusters Score -704828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -704829.687500 Penalty: 4225.716797
	Iteration 32Q: 3 clusters Score -704829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -704829.125000 Penalty: 4225.716797
	Iteration 33Q: 3 clusters Score -704829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -704830.250000 Penalty: 4225.716797
	Iteration 34Q: 3 clusters Score -704830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -704830.875000 Penalty: 4225.716797
	Iteration 35Q: 3 clusters Score -704830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -704830.812500 Penalty: 4225.716797
	Iteration 36Q: 3 clusters Score -704830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -704831.562500 Penalty: 4225.716797
	Iteration 37Q: 3 clusters Score -704831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -704833.375000 Penalty: 4225.716797
	Iteration 38Q: 3 clusters Score -704833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -704835.062500 Penalty: 4225.716797
	Iteration 39Q: 3 clusters Score -704835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -704835.062500 Penalty: 4225.716797
	Iteration 40F: 3 clusters Score -704835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26682.843750 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26682.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25707.332031 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25707.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25872.671875 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25872.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25937.554688 Penalty: 2663.836426
	Iteration 2F: 3 clusters Score -25937.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -25974.689453 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -25974.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -25998.105469 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -25998.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -26004.253906 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -26004.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -26004.253906 Penalty: 2663.836426
	Iteration 6F: 3 clusters Score -26004.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -133579.953125 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -133580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131713.296875 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -131713.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131995.593750 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -131995.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132075.312500 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -132075.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -132106.093750 Penalty: 3397.662598
	Iteration 3Q: 3 clusters Score -132106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132120.703125 Penalty: 3397.662598
	Iteration 4Q: 3 clusters Score -132120.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132142.609375 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -132142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132150.312500 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -132150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132154.531250 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -132154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132155.343750 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -132155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132156.453125 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -132156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132159.156250 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -132159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132159.500000 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -132159.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132159.500000 Penalty: 3397.662598
	Iteration 12F: 3 clusters Score -132159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -239862.296875 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -239862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -237411.484375 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -237411.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238087.140625 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -238087.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -238525.484375 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -238525.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -238870.734375 Penalty: 3707.486816
	Iteration 3F: 3 clusters Score -238870.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -239072.031250 Penalty: 3707.486816
	Iteration 4F: 3 clusters Score -239072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -239174.531250 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -239174.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -239220.437500 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -239220.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -239246.093750 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -239246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -239258.828125 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -239258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -239270.265625 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -239270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -239276.234375 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -239276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -239278.906250 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -239278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239282.250000 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -239282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239287.531250 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -239287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239292.515625 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -239292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239292.859375 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -239292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239292.859375 Penalty: 3707.486816
	Iteration 16F: 3 clusters Score -239292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Entering Unmasked Estep 
Score: -2609700.250000 Penalty: 2418.819336
	Iteration 0F: 2 clusters Score -2609700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2597438.500000 Penalty: 4837.638672
	Iteration 0F: 3 clusters Score -2597438 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2601607.000000 Penalty: 4837.638672
	Iteration 1F: 3 clusters Score -2601607 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2601998.500000 Penalty: 4837.638672
	Iteration 2F: 3 clusters Score -2601998 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2602301.500000 Penalty: 4837.638672
	Iteration 3Q: 3 clusters Score -2602302 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2602543.000000 Penalty: 4837.638672
	Iteration 4Q: 3 clusters Score -2602543 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2602771.750000 Penalty: 4837.638672
	Iteration 5Q: 3 clusters Score -2602772 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2602982.500000 Penalty: 4837.638672
	Iteration 6Q: 3 clusters Score -2602982 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2603199.250000 Penalty: 4837.638672
	Iteration 7Q: 3 clusters Score -2603199 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2603420.750000 Penalty: 4837.638672
	Iteration 8Q: 3 clusters Score -2603421 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2603680.500000 Penalty: 4837.638672
	Iteration 9Q: 3 clusters Score -2603680 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2603987.000000 Penalty: 4837.638672
	Iteration 10Q: 3 clusters Score -2603987 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2604419.500000 Penalty: 4837.638672
	Iteration 11Q: 3 clusters Score -2604420 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2605008.250000 Penalty: 4837.638672
	Iteration 12Q: 3 clusters Score -2605008 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2605790.500000 Penalty: 4837.638672
	Iteration 13Q: 3 clusters Score -2605790 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2606402.000000 Penalty: 4837.638672
	Iteration 14Q: 3 clusters Score -2606402 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2606668.750000 Penalty: 4837.638672
	Iteration 15Q: 3 clusters Score -2606669 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2606807.500000 Penalty: 4837.638672
	Iteration 16Q: 3 clusters Score -2606808 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2606862.000000 Penalty: 4837.638672
	Iteration 17Q: 3 clusters Score -2606862 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2606904.000000 Penalty: 4837.638672
	Iteration 18Q: 3 clusters Score -2606904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2606923.500000 Penalty: 4837.638672
	Iteration 19Q: 3 clusters Score -2606924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2606933.000000 Penalty: 4837.638672
	Iteration 20F: 3 clusters Score -2606933 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2606943.500000 Penalty: 4837.638672
	Iteration 21Q: 3 clusters Score -2606944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2606958.500000 Penalty: 4837.638672
	Iteration 22Q: 3 clusters Score -2606958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2606970.000000 Penalty: 4837.638672
	Iteration 23Q: 3 clusters Score -2606970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2606976.750000 Penalty: 4837.638672
	Iteration 24Q: 3 clusters Score -2606977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2606987.500000 Penalty: 4837.638672
	Iteration 25Q: 3 clusters Score -2606988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2606996.250000 Penalty: 4837.638672
	Iteration 26Q: 3 clusters Score -2606996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2607005.000000 Penalty: 4837.638672
	Iteration 27Q: 3 clusters Score -2607005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2607002.250000 Penalty: 4837.638672
	Iteration 28Q: 3 clusters Score -2607002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2607012.750000 Penalty: 4837.638672
	Iteration 29Q: 3 clusters Score -2607013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2607020.500000 Penalty: 4837.638672
	Iteration 30Q: 3 clusters Score -2607020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2607020.500000 Penalty: 4837.638672
	Iteration 31Q: 3 clusters Score -2607020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2607013.500000 Penalty: 4837.638672
	Iteration 32Q: 3 clusters Score -2607014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2607016.000000 Penalty: 4837.638672
	Iteration 33Q: 3 clusters Score -2607016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2607016.500000 Penalty: 4837.638672
	Iteration 34Q: 3 clusters Score -2607016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2607012.500000 Penalty: 4837.638672
	Iteration 35Q: 3 clusters Score -2607012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2607014.500000 Penalty: 4837.638672
	Iteration 36Q: 3 clusters Score -2607014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2607013.750000 Penalty: 4837.638672
	Iteration 37Q: 3 clusters Score -2607014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2607013.000000 Penalty: 4837.638672
	Iteration 38Q: 3 clusters Score -2607013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2607014.750000 Penalty: 4837.638672
	Iteration 39Q: 3 clusters Score -2607015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2607017.500000 Penalty: 4837.638672
	Iteration 40F: 3 clusters Score -2607018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2607015.000000 Penalty: 4837.638672
	Iteration 41Q: 3 clusters Score -2607015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2607015.000000 Penalty: 4837.638672
	Iteration 42Q: 3 clusters Score -2607015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2607016.500000 Penalty: 4837.638672
	Iteration 43Q: 3 clusters Score -2607016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2607016.500000 Penalty: 4837.638672
	Iteration 44F: 3 clusters Score -2607016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -398387.875000 Penalty: 1963.729736
	Iteration 0F: 2 clusters Score -398387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -395276.906250 Penalty: 3927.459473
	Iteration 0F: 3 clusters Score -395276.9 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -395865.156250 Penalty: 3927.459473
	Iteration 1F: 3 clusters Score -395865.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -396012.156250 Penalty: 3927.459473
	Iteration 2F: 3 clusters Score -396012.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -396097.593750 Penalty: 3927.459473
	Iteration 3Q: 3 clusters Score -396097.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -396143.312500 Penalty: 3927.459473
	Iteration 4Q: 3 clusters Score -396143.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -396172.718750 Penalty: 3927.459473
	Iteration 5Q: 3 clusters Score -396172.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -396197.500000 Penalty: 3927.459473
	Iteration 6Q: 3 clusters Score -396197.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -396213.531250 Penalty: 3927.459473
	Iteration 7Q: 3 clusters Score -396213.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -396226.156250 Penalty: 3927.459473
	Iteration 8Q: 3 clusters Score -396226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -396234.312500 Penalty: 3927.459473
	Iteration 9Q: 3 clusters Score -396234.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -396238.906250 Penalty: 3927.459473
	Iteration 10Q: 3 clusters Score -396238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -396243.718750 Penalty: 3927.459473
	Iteration 11Q: 3 clusters Score -396243.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -396253.031250 Penalty: 3927.459473
	Iteration 12Q: 3 clusters Score -396253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -396261.156250 Penalty: 3927.459473
	Iteration 13Q: 3 clusters Score -396261.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -396270.562500 Penalty: 3927.459473
	Iteration 14Q: 3 clusters Score -396270.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -396281.093750 Penalty: 3927.459473
	Iteration 15Q: 3 clusters Score -396281.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -396288.218750 Penalty: 3927.459473
	Iteration 16Q: 3 clusters Score -396288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -396292.750000 Penalty: 3927.459473
	Iteration 17Q: 3 clusters Score -396292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -396295.843750 Penalty: 3927.459473
	Iteration 18Q: 3 clusters Score -396295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -396299.500000 Penalty: 3927.459473
	Iteration 19Q: 3 clusters Score -396299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -396302.812500 Penalty: 3927.459473
	Iteration 20F: 3 clusters Score -396302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -396306.843750 Penalty: 3927.459473
	Iteration 21Q: 3 clusters Score -396306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -396309.593750 Penalty: 3927.459473
	Iteration 22Q: 3 clusters Score -396309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -396311.968750 Penalty: 3927.459473
	Iteration 23Q: 3 clusters Score -396312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -396313.062500 Penalty: 3927.459473
	Iteration 24Q: 3 clusters Score -396313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -396312.968750 Penalty: 3927.459473
	Iteration 25Q: 3 clusters Score -396313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -396312.968750 Penalty: 3927.459473
	Iteration 26F: 3 clusters Score -396313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -337602.156250 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -337602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -334762.437500 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -334762.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -335284.468750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -335284.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -335480.593750 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -335480.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -335630.375000 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -335630.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -335730.781250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -335730.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -335801.968750 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -335802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -335869.437500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -335869.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -335928.468750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -335928.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -335978.281250 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -335978.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -336009.687500 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -336009.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -336027.875000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -336027.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -336039.718750 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -336039.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -336054.593750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -336054.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -336066.281250 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -336066.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -336073.781250 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -336073.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -336082.468750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -336082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -336093.656250 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -336093.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -336102.062500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -336102.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -336119.218750 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -336119.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -336142.406250 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -336142.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -336176.687500 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -336176.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -336202.687500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -336202.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -336238.031250 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -336238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -336307.468750 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -336307.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -336401.750000 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -336401.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -336517.312500 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -336517.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -336623.906250 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -336623.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -336700.687500 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -336700.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -336750.062500 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -336750.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -336785.593750 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -336785.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -336816.000000 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -336816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -336838.500000 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -336838.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -336857.718750 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -336857.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -336871.593750 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -336871.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -336888.250000 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -336888.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -336907.125000 Penalty: 3838.722168
	Iteration 35Q: 3 clusters Score -336907.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -336924.406250 Penalty: 3838.722168
	Iteration 36Q: 3 clusters Score -336924.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -336952.656250 Penalty: 3838.722168
	Iteration 37Q: 3 clusters Score -336952.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -336974.343750 Penalty: 3838.722168
	Iteration 38Q: 3 clusters Score -336974.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -336996.562500 Penalty: 3838.722168
	Iteration 39Q: 3 clusters Score -336996.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -337014.937500 Penalty: 3838.722168
	Iteration 40F: 3 clusters Score -337014.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -337031.343750 Penalty: 3838.722168
	Iteration 41Q: 3 clusters Score -337031.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -337043.281250 Penalty: 3838.722168
	Iteration 42Q: 3 clusters Score -337043.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -337056.093750 Penalty: 3838.722168
	Iteration 43Q: 3 clusters Score -337056.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -337063.968750 Penalty: 3838.722168
	Iteration 44Q: 3 clusters Score -337064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -337068.625000 Penalty: 3838.722168
	Iteration 45Q: 3 clusters Score -337068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -337074.343750 Penalty: 3838.722168
	Iteration 46Q: 3 clusters Score -337074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -337079.468750 Penalty: 3838.722168
	Iteration 47Q: 3 clusters Score -337079.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -337087.687500 Penalty: 3838.722168
	Iteration 48Q: 3 clusters Score -337087.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -337093.812500 Penalty: 3838.722168
	Iteration 49Q: 3 clusters Score -337093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -337101.906250 Penalty: 3838.722168
	Iteration 50Q: 3 clusters Score -337101.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -337110.343750 Penalty: 3838.722168
	Iteration 51Q: 3 clusters Score -337110.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -337114.406250 Penalty: 3838.722168
	Iteration 52Q: 3 clusters Score -337114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -337115.750000 Penalty: 3838.722168
	Iteration 53Q: 3 clusters Score -337115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -337117.125000 Penalty: 3838.722168
	Iteration 54Q: 3 clusters Score -337117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -337117.468750 Penalty: 3838.722168
	Iteration 55Q: 3 clusters Score -337117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -337117.468750 Penalty: 3838.722168
	Iteration 56F: 3 clusters Score -337117.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -96335.492188 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -96335.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94640.632812 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -94640.63 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94978.281250 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -94978.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95127.046875 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -95127.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95227.296875 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -95227.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95306.156250 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -95306.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95342.093750 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -95342.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95375.390625 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -95375.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95398.703125 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -95398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95412.859375 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -95412.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95420.039062 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -95420.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95425.289062 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -95425.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95426.578125 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -95426.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95427.984375 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -95427.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95427.984375 Penalty: 3282.231934
	Iteration 13F: 3 clusters Score -95427.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -35289.984375 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -35289.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34196.863281 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -34196.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34501.730469 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -34501.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34617.468750 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -34617.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34625.824219 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -34625.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34629.515625 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -34629.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34629.515625 Penalty: 2874.844727
	Iteration 5F: 3 clusters Score -34629.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -35550.398438 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -35550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34338.570312 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -34338.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34478.335938 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -34478.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34516.171875 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -34516.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34527.605469 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -34527.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34534.351562 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -34534.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34534.351562 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -34534.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Entering Unmasked Estep 
Score: -5127482.500000 Penalty: 2593.157471
	Iteration 0F: 2 clusters Score -5127482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -5103810.000000 Penalty: 5186.314941
	Iteration 0F: 3 clusters Score -5103810 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5112346.000000 Penalty: 5186.314941
	Iteration 1F: 3 clusters Score -5112346 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5112895.000000 Penalty: 5186.314941
	Iteration 2Q: 3 clusters Score -5112895 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5113453.000000 Penalty: 5186.314941
	Iteration 3Q: 3 clusters Score -5113453 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5114180.000000 Penalty: 5186.314941
	Iteration 4Q: 3 clusters Score -5114180 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5115150.500000 Penalty: 5186.314941
	Iteration 5F: 3 clusters Score -5115150 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5116519.000000 Penalty: 5186.314941
	Iteration 6F: 3 clusters Score -5116519 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -5118272.500000 Penalty: 5186.314941
	Iteration 7F: 3 clusters Score -5118272 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -5120331.500000 Penalty: 5186.314941
	Iteration 8F: 3 clusters Score -5120332 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -5122235.500000 Penalty: 5186.314941
	Iteration 9F: 3 clusters Score -5122236 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -5123672.500000 Penalty: 5186.314941
	Iteration 10Q: 3 clusters Score -5123672 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5124422.000000 Penalty: 5186.314941
	Iteration 11Q: 3 clusters Score -5124422 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5124811.000000 Penalty: 5186.314941
	Iteration 12Q: 3 clusters Score -5124811 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -5124999.000000 Penalty: 5186.314941
	Iteration 13Q: 3 clusters Score -5124999 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -5125070.500000 Penalty: 5186.314941
	Iteration 14Q: 3 clusters Score -5125070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -5125131.000000 Penalty: 5186.314941
	Iteration 15Q: 3 clusters Score -5125131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -5125162.000000 Penalty: 5186.314941
	Iteration 16Q: 3 clusters Score -5125162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5125194.500000 Penalty: 5186.314941
	Iteration 17Q: 3 clusters Score -5125194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -5125204.500000 Penalty: 5186.314941
	Iteration 18Q: 3 clusters Score -5125204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -5125221.500000 Penalty: 5186.314941
	Iteration 19Q: 3 clusters Score -5125222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -5125232.000000 Penalty: 5186.314941
	Iteration 20F: 3 clusters Score -5125232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -5125237.000000 Penalty: 5186.314941
	Iteration 21Q: 3 clusters Score -5125237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -5125248.500000 Penalty: 5186.314941
	Iteration 22Q: 3 clusters Score -5125248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -5125257.000000 Penalty: 5186.314941
	Iteration 23Q: 3 clusters Score -5125257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5125259.500000 Penalty: 5186.314941
	Iteration 24Q: 3 clusters Score -5125260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -5125263.500000 Penalty: 5186.314941
	Iteration 25Q: 3 clusters Score -5125264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5125271.000000 Penalty: 5186.314941
	Iteration 26Q: 3 clusters Score -5125271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -5125268.500000 Penalty: 5186.314941
	Iteration 27Q: 3 clusters Score -5125268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -5125268.500000 Penalty: 5186.314941
	Iteration 28F: 3 clusters Score -5125268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -519303.875000 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -519303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -515673.218750 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -515673.2 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -516556.000000 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -516556 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -516769.875000 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -516769.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -516903.125000 Penalty: 4061.313965
	Iteration 3Q: 3 clusters Score -516903.1 nChanged 130
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: -516999.375000 Penalty: 4061.313965
	Iteration 4Q: 3 clusters Score -516999.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -517076.187500 Penalty: 4061.313965
	Iteration 5Q: 3 clusters Score -517076.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -517130.718750 Penalty: 4061.313965
	Iteration 6Q: 3 clusters Score -517130.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -517170.812500 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -517170.8 nChanged 59
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: -517205.281250 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -517205.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -517254.968750 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -517255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -517306.375000 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -517306.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -517366.125000 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -517366.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -517429.312500 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -517429.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -517496.375000 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -517496.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -517565.093750 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -517565.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -517637.625000 Penalty: 4061.313965
	Iteration 15Q: 3 clusters Score -517637.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -517705.187500 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -517705.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -517785.937500 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -517785.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -517883.218750 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -517883.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -517997.156250 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -517997.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -518168.562500 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -518168.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -518425.375000 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -518425.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -518595.187500 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -518595.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -518666.468750 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -518666.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -518694.875000 Penalty: 4061.313965
	Iteration 24Q: 3 clusters Score -518694.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -518706.406250 Penalty: 4061.313965
	Iteration 25Q: 3 clusters Score -518706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -518716.593750 Penalty: 4061.313965
	Iteration 26Q: 3 clusters Score -518716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -518720.718750 Penalty: 4061.313965
	Iteration 27Q: 3 clusters Score -518720.7 nChanged 3
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: -518721.687500 Penalty: 4061.313965
	Iteration 28Q: 3 clusters Score -518721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -518723.562500 Penalty: 4061.313965
	Iteration 29Q: 3 clusters Score -518723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -518722.937500 Penalty: 4061.313965
	Iteration 30Q: 3 clusters Score -518722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -518724.656250 Penalty: 4061.313965
	Iteration 31Q: 3 clusters Score -518724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -518724.218750 Penalty: 4061.313965
	Iteration 32Q: 3 clusters Score -518724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -518724.218750 Penalty: 4061.313965
	Iteration 33F: 3 clusters Score -518724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -91814.726562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -91814.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90115.734375 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -90115.73 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90348.906250 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -90348.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90428.195312 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -90428.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90501.671875 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -90501.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90604.578125 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -90604.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90680.445312 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -90680.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90758.789062 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -90758.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90837.250000 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -90837.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90919.601562 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -90919.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91008.812500 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -91008.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91115.101562 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -91115.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91233.148438 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -91233.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91369.398438 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -91369.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91532.242188 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -91532.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91688.421875 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -91688.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91773.984375 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -91773.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91854.273438 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -91854.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91881.914062 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -91881.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91892.898438 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -91892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91916.375000 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -91916.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91936.429688 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -91936.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91942.804688 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -91942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91942.804688 Penalty: 3267.424805
	Iteration 22F: 3 clusters Score -91942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 25419 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10343 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13929 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16567 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 47955 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 197201 members 
Mstep: Class 14 contains 62511 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 141123 members 
Mstep: Class 19 contains 24528 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17211 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34762 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 333 members 
Entering Unmasked Estep 
Score: -95485256.000000 Penalty: 119653.656250
Splitting cluster 32 changes total score from -95486728.000000 to -95485256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -77098.976562 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -77098.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75429.226562 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -75429.23 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75630.734375 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -75630.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75706.890625 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -75706.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75767.164062 Penalty: 3234.958008
	Iteration 3Q: 3 clusters Score -75767.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75818.992188 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -75818.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75875.273438 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -75875.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75929.718750 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -75929.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75977.812500 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -75977.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76052.359375 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -76052.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76091.960938 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -76091.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76134.132812 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -76134.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76168.460938 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -76168.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -76184.640625 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -76184.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76201.890625 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -76201.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76210.054688 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -76210.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76222.546875 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -76222.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76229.406250 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -76229.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76235.523438 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -76235.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76244.742188 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -76244.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76249.984375 Penalty: 3234.958008
	Iteration 19Q: 3 clusters Score -76249.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76261.250000 Penalty: 3234.958008
	Iteration 20F: 3 clusters Score -76261.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76298.726562 Penalty: 3234.958008
	Iteration 21Q: 3 clusters Score -76298.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76317.140625 Penalty: 3234.958008
	Iteration 22Q: 3 clusters Score -76317.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76329.546875 Penalty: 3234.958008
	Iteration 23Q: 3 clusters Score -76329.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76360.968750 Penalty: 3234.958008
	Iteration 24Q: 3 clusters Score -76360.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76371.312500 Penalty: 3234.958008
	Iteration 25Q: 3 clusters Score -76371.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76387.359375 Penalty: 3234.958008
	Iteration 26Q: 3 clusters Score -76387.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76394.070312 Penalty: 3234.958008
	Iteration 27Q: 3 clusters Score -76394.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76403.781250 Penalty: 3234.958008
	Iteration 28Q: 3 clusters Score -76403.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76410.328125 Penalty: 3234.958008
	Iteration 29Q: 3 clusters Score -76410.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76414.710938 Penalty: 3234.958008
	Iteration 30Q: 3 clusters Score -76414.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76417.156250 Penalty: 3234.958008
	Iteration 31Q: 3 clusters Score -76417.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76418.992188 Penalty: 3234.958008
	Iteration 32Q: 3 clusters Score -76418.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76420.945312 Penalty: 3234.958008
	Iteration 33Q: 3 clusters Score -76420.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76420.945312 Penalty: 3234.958008
	Iteration 34F: 3 clusters Score -76420.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -347352.343750 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -347352.3 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 1177 members 
Entering Unmasked Estep 
Score: -344431.031250 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -344431 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -344906.375000 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -344906.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -345048.843750 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -345048.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -345114.718750 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -345114.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -345152.062500 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -345152.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -345189.187500 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -345189.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -345228.531250 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -345228.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -345267.718750 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -345267.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -345307.062500 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -345307.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -345331.218750 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -345331.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -345358.062500 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -345358.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -345378.937500 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -345378.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -345396.687500 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -345396.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -345411.000000 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -345411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -345422.687500 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -345422.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -345437.437500 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -345437.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -345450.156250 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -345450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -345459.625000 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -345459.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -345472.312500 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -345472.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -345484.843750 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -345484.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -345491.937500 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -345491.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -345500.687500 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -345500.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -345510.031250 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -345510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -345514.812500 Penalty: 3861.511230
	Iteration 23Q: 3 clusters Score -345514.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -345522.062500 Penalty: 3861.511230
	Iteration 24Q: 3 clusters Score -345522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -345526.468750 Penalty: 3861.511230
	Iteration 25Q: 3 clusters Score -345526.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -345530.531250 Penalty: 3861.511230
	Iteration 26Q: 3 clusters Score -345530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -345535.062500 Penalty: 3861.511230
	Iteration 27Q: 3 clusters Score -345535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -345537.531250 Penalty: 3861.511230
	Iteration 28Q: 3 clusters Score -345537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -345539.843750 Penalty: 3861.511230
	Iteration 29Q: 3 clusters Score -345539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -345541.437500 Penalty: 3861.511230
	Iteration 30Q: 3 clusters Score -345541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -345544.187500 Penalty: 3861.511230
	Iteration 31Q: 3 clusters Score -345544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -345546.937500 Penalty: 3861.511230
	Iteration 32Q: 3 clusters Score -345546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -345550.875000 Penalty: 3861.511230
	Iteration 33Q: 3 clusters Score -345550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -345554.906250 Penalty: 3861.511230
	Iteration 34Q: 3 clusters Score -345554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -345558.687500 Penalty: 3861.511230
	Iteration 35Q: 3 clusters Score -345558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -345561.281250 Penalty: 3861.511230
	Iteration 36Q: 3 clusters Score -345561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -345566.343750 Penalty: 3861.511230
	Iteration 37Q: 3 clusters Score -345566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -345567.093750 Penalty: 3861.511230
	Iteration 38Q: 3 clusters Score -345567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -345569.093750 Penalty: 3861.511230
	Iteration 39Q: 3 clusters Score -345569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -345569.937500 Penalty: 3861.511230
	Iteration 40F: 3 clusters Score -345569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -345572.250000 Penalty: 3861.511230
	Iteration 41Q: 3 clusters Score -345572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -345574.718750 Penalty: 3861.511230
	Iteration 42Q: 3 clusters Score -345574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -345578.781250 Penalty: 3861.511230
	Iteration 43Q: 3 clusters Score -345578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -345582.062500 Penalty: 3861.511230
	Iteration 44Q: 3 clusters Score -345582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -345583.906250 Penalty: 3861.511230
	Iteration 45Q: 3 clusters Score -345583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -345584.562500 Penalty: 3861.511230
	Iteration 46Q: 3 clusters Score -345584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -345584.562500 Penalty: 3861.511230
	Iteration 47F: 3 clusters Score -345584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35097.421875 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -35097.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33847.296875 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -33847.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33930.601562 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -33930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33967.605469 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -33967.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33975.875000 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -33975.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33975.875000 Penalty: 2785.918457
	Iteration 4F: 3 clusters Score -33975.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 25419 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10343 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13929 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16567 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 47955 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 197201 members 
Mstep: Class 14 contains 62511 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 141123 members 
Mstep: Class 19 contains 24528 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17211 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34762 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486968.000000 Penalty: 116329.945312
Iteration 199Q: 36 clusters Score -9.548697e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 25421 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10338 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13926 members 
Mstep: Class 7 contains 12678 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16572 members 
Mstep: Class 10 contains 3907 members 
Mstep: Class 11 contains 47953 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 197925 members 
Mstep: Class 14 contains 62555 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 140351 members 
Mstep: Class 19 contains 24532 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 17166 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34792 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487336.000000 Penalty: 116329.945312
Iteration 200F: 36 clusters Score -9.548734e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 25423 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10337 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13925 members 
Mstep: Class 7 contains 12678 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16564 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 47950 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 198546 members 
Mstep: Class 14 contains 62606 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 7428 members 
Mstep: Class 18 contains 139688 members 
Mstep: Class 19 contains 24532 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 17115 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34809 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487736.000000 Penalty: 116329.945312
Iteration 201Q: 36 clusters Score -9.548774e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 25424 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10333 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13922 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16561 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 47943 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 199139 members 
Mstep: Class 14 contains 62643 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 7424 members 
Mstep: Class 18 contains 139099 members 
Mstep: Class 19 contains 24532 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 17046 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34808 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488024.000000 Penalty: 116329.945312
Iteration 202Q: 36 clusters Score -9.548802e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 25422 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10333 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13916 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16557 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 47943 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 199671 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 138592 members 
Mstep: Class 19 contains 24536 members 
Mstep: Class 20 contains 5044 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 16965 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34807 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488160.000000 Penalty: 116329.945312
Iteration 203Q: 36 clusters Score -9.548816e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 25420 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10333 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16553 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 47937 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 200110 members 
Mstep: Class 14 contains 62718 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 138222 members 
Mstep: Class 19 contains 24534 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 16886 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34788 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488248.000000 Penalty: 116329.945312
Iteration 204Q: 36 clusters Score -9.548825e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 25424 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13906 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16551 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 47929 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 200401 members 
Mstep: Class 14 contains 62737 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 138010 members 
Mstep: Class 19 contains 24531 members 
Mstep: Class 20 contains 5056 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 16805 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34791 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488528.000000 Penalty: 116329.945312
Iteration 205Q: 36 clusters Score -9.548853e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 25419 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13907 members 
Mstep: Class 7 contains 12677 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16548 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 47924 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 200534 members 
Mstep: Class 14 contains 62758 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 137930 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 16746 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34783 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488392.000000 Penalty: 116329.945312
Iteration 206Q: 36 clusters Score -9.548839e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 25414 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13909 members 
Mstep: Class 7 contains 12678 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16541 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 200555 members 
Mstep: Class 14 contains 62771 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 137993 members 
Mstep: Class 19 contains 24539 members 
Mstep: Class 20 contains 5083 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 16677 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34750 members 
Mstep: Class 31 contains 3599 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488424.000000 Penalty: 116329.945312
Iteration 207Q: 36 clusters Score -9.548842e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 25414 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10307 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13909 members 
Mstep: Class 7 contains 12677 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16535 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 47924 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 200512 members 
Mstep: Class 14 contains 62775 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 138130 members 
Mstep: Class 19 contains 24543 members 
Mstep: Class 20 contains 5092 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34719 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488512.000000 Penalty: 116329.945312
Iteration 208Q: 36 clusters Score -9.548851e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 25413 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13909 members 
Mstep: Class 7 contains 12676 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16530 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 200369 members 
Mstep: Class 14 contains 62790 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 7395 members 
Mstep: Class 18 contains 138345 members 
Mstep: Class 19 contains 24545 members 
Mstep: Class 20 contains 5096 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 1757 members 
Mstep: Class 24 contains 16555 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34682 members 
Mstep: Class 31 contains 3596 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488552.000000 Penalty: 116329.945312
Iteration 209Q: 36 clusters Score -9.548855e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 25412 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10302 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13911 members 
Mstep: Class 7 contains 12674 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 4129 members 
Mstep: Class 11 contains 47920 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 200167 members 
Mstep: Class 14 contains 62803 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 7392 members 
Mstep: Class 18 contains 138633 members 
Mstep: Class 19 contains 24548 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1757 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34631 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488560.000000 Penalty: 116329.945312
Iteration 210Q: 36 clusters Score -9.548856e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 25411 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13911 members 
Mstep: Class 7 contains 12673 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 199955 members 
Mstep: Class 14 contains 62807 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 7380 members 
Mstep: Class 18 contains 138953 members 
Mstep: Class 19 contains 24550 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1757 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34595 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488432.000000 Penalty: 116329.945312
Iteration 211Q: 36 clusters Score -9.548843e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13912 members 
Mstep: Class 7 contains 12672 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16519 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 199688 members 
Mstep: Class 14 contains 62807 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 7372 members 
Mstep: Class 18 contains 139326 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 1757 members 
Mstep: Class 24 contains 16360 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34564 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488328.000000 Penalty: 116329.945312
Iteration 212Q: 36 clusters Score -9.548833e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 25407 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13913 members 
Mstep: Class 7 contains 12670 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16520 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 47916 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 199413 members 
Mstep: Class 14 contains 62803 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 7372 members 
Mstep: Class 18 contains 139692 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1757 members 
Mstep: Class 24 contains 16290 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34539 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488400.000000 Penalty: 116329.945312
Iteration 213Q: 36 clusters Score -9.54884e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 25407 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10298 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13913 members 
Mstep: Class 7 contains 12669 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 4165 members 
Mstep: Class 11 contains 47913 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 199118 members 
Mstep: Class 14 contains 62798 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 140079 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 16236 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34517 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488528.000000 Penalty: 116329.945312
Iteration 214Q: 36 clusters Score -9.548853e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 25407 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10298 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13913 members 
Mstep: Class 7 contains 12669 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16518 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 47912 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 198786 members 
Mstep: Class 14 contains 62794 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 140500 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 16188 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34486 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488360.000000 Penalty: 116329.945312
Iteration 215Q: 36 clusters Score -9.548836e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 25407 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10301 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13913 members 
Mstep: Class 7 contains 12669 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16520 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 47906 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 198429 members 
Mstep: Class 14 contains 62788 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 7361 members 
Mstep: Class 18 contains 140929 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 16166 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34445 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488392.000000 Penalty: 116329.945312
Iteration 216Q: 36 clusters Score -9.548839e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10302 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 12669 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 47905 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 198074 members 
Mstep: Class 14 contains 62784 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 141367 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 16125 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34408 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488376.000000 Penalty: 116329.945312
Iteration 217Q: 36 clusters Score -9.548838e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13916 members 
Mstep: Class 7 contains 12667 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 47905 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 197725 members 
Mstep: Class 14 contains 62776 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 141791 members 
Mstep: Class 19 contains 24555 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 16093 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34376 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488288.000000 Penalty: 116329.945312
Iteration 218Q: 36 clusters Score -9.548829e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13915 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16518 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 47907 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 197395 members 
Mstep: Class 14 contains 62768 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 142177 members 
Mstep: Class 19 contains 24556 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 16072 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34352 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488248.000000 Penalty: 116329.945312
Iteration 219Q: 36 clusters Score -9.548825e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16520 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 47904 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 197080 members 
Mstep: Class 14 contains 62760 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 142540 members 
Mstep: Class 19 contains 24555 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 16048 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34334 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488216.000000 Penalty: 116329.945312
Iteration 220F: 36 clusters Score -9.548822e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13915 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16523 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 47906 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 196778 members 
Mstep: Class 14 contains 62754 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 142874 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 16039 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34310 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488104.000000 Penalty: 116329.945312
Iteration 221Q: 36 clusters Score -9.54881e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13916 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16520 members 
Mstep: Class 10 contains 4184 members 
Mstep: Class 11 contains 47906 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 196534 members 
Mstep: Class 14 contains 62746 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 143150 members 
Mstep: Class 19 contains 24551 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 16033 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34286 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488184.000000 Penalty: 116329.945312
Iteration 222Q: 36 clusters Score -9.548818e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 4187 members 
Mstep: Class 11 contains 47909 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 196348 members 
Mstep: Class 14 contains 62747 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 143366 members 
Mstep: Class 19 contains 24550 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 16017 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34268 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488200.000000 Penalty: 116329.945312
Iteration 223Q: 36 clusters Score -9.54882e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12665 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16522 members 
Mstep: Class 10 contains 4189 members 
Mstep: Class 11 contains 47909 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 196191 members 
Mstep: Class 14 contains 62744 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 143548 members 
Mstep: Class 19 contains 24551 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 16004 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34257 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488104.000000 Penalty: 116329.945312
Iteration 224Q: 36 clusters Score -9.54881e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16522 members 
Mstep: Class 10 contains 4190 members 
Mstep: Class 11 contains 47911 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 196050 members 
Mstep: Class 14 contains 62737 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 143717 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15991 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34242 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488072.000000 Penalty: 116329.945312
Iteration 225Q: 36 clusters Score -9.548807e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16524 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 47913 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195911 members 
Mstep: Class 14 contains 62737 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 143861 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15987 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34236 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487992.000000 Penalty: 116329.945312
Iteration 226Q: 36 clusters Score -9.548799e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16524 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 47914 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195784 members 
Mstep: Class 14 contains 62737 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 143996 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15980 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34235 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487928.000000 Penalty: 116329.945312
Iteration 227Q: 36 clusters Score -9.548793e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195690 members 
Mstep: Class 14 contains 62730 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 144095 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15976 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34235 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488000.000000 Penalty: 116329.945312
Iteration 228Q: 36 clusters Score -9.5488e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13919 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16524 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 47916 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195619 members 
Mstep: Class 14 contains 62721 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 144178 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5110 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15975 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34229 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487888.000000 Penalty: 116329.945312
Iteration 229Q: 36 clusters Score -9.548789e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13919 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 47918 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195564 members 
Mstep: Class 14 contains 62710 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 144253 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15968 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34224 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487912.000000 Penalty: 116329.945312
Iteration 230Q: 36 clusters Score -9.548791e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 47919 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195520 members 
Mstep: Class 14 contains 62708 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 144301 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15967 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34223 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487904.000000 Penalty: 116329.945312
Iteration 231Q: 36 clusters Score -9.54879e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16527 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 47921 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195477 members 
Mstep: Class 14 contains 62706 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 144345 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15965 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34224 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487880.000000 Penalty: 116329.945312
Iteration 232Q: 36 clusters Score -9.548788e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 47921 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195444 members 
Mstep: Class 14 contains 62704 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 144381 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15965 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34224 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487928.000000 Penalty: 116329.945312
Iteration 233Q: 36 clusters Score -9.548793e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 47921 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195425 members 
Mstep: Class 14 contains 62703 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144406 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15963 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34223 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487824.000000 Penalty: 116329.945312
Iteration 234Q: 36 clusters Score -9.548782e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16529 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195405 members 
Mstep: Class 14 contains 62702 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144424 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15959 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34226 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487848.000000 Penalty: 116329.945312
Iteration 235Q: 36 clusters Score -9.548785e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16529 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195398 members 
Mstep: Class 14 contains 62700 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144445 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15953 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34223 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487848.000000 Penalty: 116329.945312
Iteration 236Q: 36 clusters Score -9.548785e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 4200 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195377 members 
Mstep: Class 14 contains 62702 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144466 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15951 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34220 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487848.000000 Penalty: 116329.945312
Iteration 237Q: 36 clusters Score -9.548785e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195380 members 
Mstep: Class 14 contains 62702 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144460 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15951 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34216 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487848.000000 Penalty: 116329.945312
Iteration 238Q: 36 clusters Score -9.548785e+07 nChanged 74
Entering ConstructFrom: 
Score: -95487848.000000 Penalty: 116329.945312
Entering ConstructFrom: 
Trying to split cluster 1 (10923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Entering Unmasked Estep 
Score: -1568212.875000 Penalty: 2306.059326
	Iteration 0F: 2 clusters Score -1568213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1559996.375000 Penalty: 4612.118652
	Iteration 0F: 3 clusters Score -1559996 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1562503.250000 Penalty: 4612.118652
	Iteration 1F: 3 clusters Score -1562503 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1562855.375000 Penalty: 4612.118652
	Iteration 2F: 3 clusters Score -1562855 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1563083.750000 Penalty: 4612.118652
	Iteration 3F: 3 clusters Score -1563084 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1563265.500000 Penalty: 4612.118652
	Iteration 4Q: 3 clusters Score -1563266 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1563404.500000 Penalty: 4612.118652
	Iteration 5Q: 3 clusters Score -1563404 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1563534.000000 Penalty: 4612.118652
	Iteration 6Q: 3 clusters Score -1563534 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1563655.750000 Penalty: 4612.118652
	Iteration 7Q: 3 clusters Score -1563656 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1563784.875000 Penalty: 4612.118652
	Iteration 8Q: 3 clusters Score -1563785 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1563937.375000 Penalty: 4612.118652
	Iteration 9Q: 3 clusters Score -1563937 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1564099.875000 Penalty: 4612.118652
	Iteration 10Q: 3 clusters Score -1564100 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1564294.000000 Penalty: 4612.118652
	Iteration 11Q: 3 clusters Score -1564294 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1564509.375000 Penalty: 4612.118652
	Iteration 12Q: 3 clusters Score -1564509 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1564785.125000 Penalty: 4612.118652
	Iteration 13Q: 3 clusters Score -1564785 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1565104.500000 Penalty: 4612.118652
	Iteration 14Q: 3 clusters Score -1565104 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1565452.375000 Penalty: 4612.118652
	Iteration 15Q: 3 clusters Score -1565452 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1565735.875000 Penalty: 4612.118652
	Iteration 16Q: 3 clusters Score -1565736 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1565961.250000 Penalty: 4612.118652
	Iteration 17Q: 3 clusters Score -1565961 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1566134.250000 Penalty: 4612.118652
	Iteration 18Q: 3 clusters Score -1566134 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1566275.125000 Penalty: 4612.118652
	Iteration 19Q: 3 clusters Score -1566275 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1566355.250000 Penalty: 4612.118652
	Iteration 20F: 3 clusters Score -1566355 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1566404.125000 Penalty: 4612.118652
	Iteration 21Q: 3 clusters Score -1566404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1566435.375000 Penalty: 4612.118652
	Iteration 22Q: 3 clusters Score -1566435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1566452.625000 Penalty: 4612.118652
	Iteration 23Q: 3 clusters Score -1566453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1566470.250000 Penalty: 4612.118652
	Iteration 24Q: 3 clusters Score -1566470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1566484.750000 Penalty: 4612.118652
	Iteration 25Q: 3 clusters Score -1566485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1566500.625000 Penalty: 4612.118652
	Iteration 26Q: 3 clusters Score -1566501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1566509.500000 Penalty: 4612.118652
	Iteration 27Q: 3 clusters Score -1566510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1566523.500000 Penalty: 4612.118652
	Iteration 28Q: 3 clusters Score -1566524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1566538.750000 Penalty: 4612.118652
	Iteration 29Q: 3 clusters Score -1566539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1566550.375000 Penalty: 4612.118652
	Iteration 30Q: 3 clusters Score -1566550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1566562.375000 Penalty: 4612.118652
	Iteration 31Q: 3 clusters Score -1566562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1566583.250000 Penalty: 4612.118652
	Iteration 32Q: 3 clusters Score -1566583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1566592.875000 Penalty: 4612.118652
	Iteration 33Q: 3 clusters Score -1566593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1566611.625000 Penalty: 4612.118652
	Iteration 34Q: 3 clusters Score -1566612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1566630.125000 Penalty: 4612.118652
	Iteration 35Q: 3 clusters Score -1566630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1566649.250000 Penalty: 4612.118652
	Iteration 36Q: 3 clusters Score -1566649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1566662.125000 Penalty: 4612.118652
	Iteration 37Q: 3 clusters Score -1566662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1566689.250000 Penalty: 4612.118652
	Iteration 38Q: 3 clusters Score -1566689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1566713.750000 Penalty: 4612.118652
	Iteration 39Q: 3 clusters Score -1566714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1566731.625000 Penalty: 4612.118652
	Iteration 40F: 3 clusters Score -1566732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1566749.625000 Penalty: 4612.118652
	Iteration 41Q: 3 clusters Score -1566750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1566753.000000 Penalty: 4612.118652
	Iteration 42Q: 3 clusters Score -1566753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1566768.125000 Penalty: 4612.118652
	Iteration 43Q: 3 clusters Score -1566768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1566776.625000 Penalty: 4612.118652
	Iteration 44Q: 3 clusters Score -1566777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1566786.625000 Penalty: 4612.118652
	Iteration 45Q: 3 clusters Score -1566787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1566788.625000 Penalty: 4612.118652
	Iteration 46Q: 3 clusters Score -1566789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1566789.000000 Penalty: 4612.118652
	Iteration 47Q: 3 clusters Score -1566789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1566792.625000 Penalty: 4612.118652
	Iteration 48Q: 3 clusters Score -1566793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1566796.875000 Penalty: 4612.118652
	Iteration 49Q: 3 clusters Score -1566797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1566800.875000 Penalty: 4612.118652
	Iteration 50Q: 3 clusters Score -1566801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1566808.500000 Penalty: 4612.118652
	Iteration 51Q: 3 clusters Score -1566808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1566808.125000 Penalty: 4612.118652
	Iteration 52Q: 3 clusters Score -1566808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1566812.750000 Penalty: 4612.118652
	Iteration 53Q: 3 clusters Score -1566813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1566816.375000 Penalty: 4612.118652
	Iteration 54Q: 3 clusters Score -1566816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1566816.125000 Penalty: 4612.118652
	Iteration 55Q: 3 clusters Score -1566816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1566816.125000 Penalty: 4612.118652
	Iteration 56F: 3 clusters Score -1566816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Entering Unmasked Estep 
Score: -3540655.500000 Penalty: 2515.438965
	Iteration 0F: 2 clusters Score -3540656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3523192.250000 Penalty: 5030.877930
	Iteration 0F: 3 clusters Score -3523192 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3529361.500000 Penalty: 5030.877930
	Iteration 1F: 3 clusters Score -3529362 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3529932.250000 Penalty: 5030.877930
	Iteration 2F: 3 clusters Score -3529932 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3530437.000000 Penalty: 5030.877930
	Iteration 3Q: 3 clusters Score -3530437 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3531006.000000 Penalty: 5030.877930
	Iteration 4Q: 3 clusters Score -3531006 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3531656.000000 Penalty: 5030.877930
	Iteration 5Q: 3 clusters Score -3531656 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3532347.000000 Penalty: 5030.877930
	Iteration 6Q: 3 clusters Score -3532347 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3533053.750000 Penalty: 5030.877930
	Iteration 7Q: 3 clusters Score -3533054 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3533803.500000 Penalty: 5030.877930
	Iteration 8Q: 3 clusters Score -3533804 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3534493.500000 Penalty: 5030.877930
	Iteration 9Q: 3 clusters Score -3534494 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3535153.000000 Penalty: 5030.877930
	Iteration 10Q: 3 clusters Score -3535153 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3535764.500000 Penalty: 5030.877930
	Iteration 11Q: 3 clusters Score -3535764 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3536371.750000 Penalty: 5030.877930
	Iteration 12Q: 3 clusters Score -3536372 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3536894.000000 Penalty: 5030.877930
	Iteration 13Q: 3 clusters Score -3536894 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3537272.000000 Penalty: 5030.877930
	Iteration 14Q: 3 clusters Score -3537272 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3537523.500000 Penalty: 5030.877930
	Iteration 15Q: 3 clusters Score -3537524 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3537706.750000 Penalty: 5030.877930
	Iteration 16Q: 3 clusters Score -3537707 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3537870.500000 Penalty: 5030.877930
	Iteration 17Q: 3 clusters Score -3537870 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3537975.500000 Penalty: 5030.877930
	Iteration 18Q: 3 clusters Score -3537976 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3538055.250000 Penalty: 5030.877930
	Iteration 19Q: 3 clusters Score -3538055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3538127.750000 Penalty: 5030.877930
	Iteration 20F: 3 clusters Score -3538128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3538178.250000 Penalty: 5030.877930
	Iteration 21Q: 3 clusters Score -3538178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3538231.500000 Penalty: 5030.877930
	Iteration 22Q: 3 clusters Score -3538232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3538274.000000 Penalty: 5030.877930
	Iteration 23Q: 3 clusters Score -3538274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3538306.500000 Penalty: 5030.877930
	Iteration 24Q: 3 clusters Score -3538306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3538332.000000 Penalty: 5030.877930
	Iteration 25Q: 3 clusters Score -3538332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3538354.500000 Penalty: 5030.877930
	Iteration 26Q: 3 clusters Score -3538354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3538372.250000 Penalty: 5030.877930
	Iteration 27Q: 3 clusters Score -3538372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3538386.000000 Penalty: 5030.877930
	Iteration 28Q: 3 clusters Score -3538386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3538404.000000 Penalty: 5030.877930
	Iteration 29Q: 3 clusters Score -3538404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3538413.500000 Penalty: 5030.877930
	Iteration 30Q: 3 clusters Score -3538414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3538428.500000 Penalty: 5030.877930
	Iteration 31Q: 3 clusters Score -3538428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3538439.250000 Penalty: 5030.877930
	Iteration 32Q: 3 clusters Score -3538439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3538445.750000 Penalty: 5030.877930
	Iteration 33Q: 3 clusters Score -3538446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3538448.500000 Penalty: 5030.877930
	Iteration 34Q: 3 clusters Score -3538448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3538455.750000 Penalty: 5030.877930
	Iteration 35Q: 3 clusters Score -3538456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3538460.000000 Penalty: 5030.877930
	Iteration 36Q: 3 clusters Score -3538460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3538464.500000 Penalty: 5030.877930
	Iteration 37Q: 3 clusters Score -3538464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3538464.750000 Penalty: 5030.877930
	Iteration 38Q: 3 clusters Score -3538465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3538472.250000 Penalty: 5030.877930
	Iteration 39Q: 3 clusters Score -3538472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3538474.750000 Penalty: 5030.877930
	Iteration 40F: 3 clusters Score -3538475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3538473.500000 Penalty: 5030.877930
	Iteration 41Q: 3 clusters Score -3538474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3538479.750000 Penalty: 5030.877930
	Iteration 42Q: 3 clusters Score -3538480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3538479.500000 Penalty: 5030.877930
	Iteration 43Q: 3 clusters Score -3538480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3538481.000000 Penalty: 5030.877930
	Iteration 44Q: 3 clusters Score -3538481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3538487.000000 Penalty: 5030.877930
	Iteration 45Q: 3 clusters Score -3538487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3538496.000000 Penalty: 5030.877930
	Iteration 46Q: 3 clusters Score -3538496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3538496.250000 Penalty: 5030.877930
	Iteration 47Q: 3 clusters Score -3538496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3538500.250000 Penalty: 5030.877930
	Iteration 48Q: 3 clusters Score -3538500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3538498.750000 Penalty: 5030.877930
	Iteration 49Q: 3 clusters Score -3538499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3538498.000000 Penalty: 5030.877930
	Iteration 50Q: 3 clusters Score -3538498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3538499.500000 Penalty: 5030.877930
	Iteration 51Q: 3 clusters Score -3538500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3538500.000000 Penalty: 5030.877930
	Iteration 52Q: 3 clusters Score -3538500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3538501.500000 Penalty: 5030.877930
	Iteration 53Q: 3 clusters Score -3538502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3538501.250000 Penalty: 5030.877930
	Iteration 54Q: 3 clusters Score -3538501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3538502.750000 Penalty: 5030.877930
	Iteration 55Q: 3 clusters Score -3538503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3538506.500000 Penalty: 5030.877930
	Iteration 56Q: 3 clusters Score -3538506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3538511.250000 Penalty: 5030.877930
	Iteration 57Q: 3 clusters Score -3538511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3538508.750000 Penalty: 5030.877930
	Iteration 58Q: 3 clusters Score -3538509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3538514.000000 Penalty: 5030.877930
	Iteration 59Q: 3 clusters Score -3538514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3538516.500000 Penalty: 5030.877930
	Iteration 60F: 3 clusters Score -3538516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3538519.000000 Penalty: 5030.877930
	Iteration 61Q: 3 clusters Score -3538519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3538520.500000 Penalty: 5030.877930
	Iteration 62Q: 3 clusters Score -3538520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3538517.500000 Penalty: 5030.877930
	Iteration 63Q: 3 clusters Score -3538518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3538520.250000 Penalty: 5030.877930
	Iteration 64Q: 3 clusters Score -3538520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3538518.000000 Penalty: 5030.877930
	Iteration 65Q: 3 clusters Score -3538518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3538516.500000 Penalty: 5030.877930
	Iteration 66Q: 3 clusters Score -3538516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3538520.750000 Penalty: 5030.877930
	Iteration 67Q: 3 clusters Score -3538521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3538518.750000 Penalty: 5030.877930
	Iteration 68Q: 3 clusters Score -3538519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3538519.250000 Penalty: 5030.877930
	Iteration 69Q: 3 clusters Score -3538519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3538520.500000 Penalty: 5030.877930
	Iteration 70Q: 3 clusters Score -3538520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3538520.250000 Penalty: 5030.877930
	Iteration 71Q: 3 clusters Score -3538520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3538523.750000 Penalty: 5030.877930
	Iteration 72Q: 3 clusters Score -3538524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3538522.000000 Penalty: 5030.877930
	Iteration 73Q: 3 clusters Score -3538522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3538523.500000 Penalty: 5030.877930
	Iteration 74Q: 3 clusters Score -3538524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3538523.500000 Penalty: 5030.877930
	Iteration 75F: 3 clusters Score -3538524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -54777.625000 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -54777.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53384.703125 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -53384.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53575.093750 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -53575.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53647.312500 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -53647.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53668.718750 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -53668.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53679.175781 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -53679.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53682.007812 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -53682.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53684.046875 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -53684.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53690.660156 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -53690.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53695.269531 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -53695.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53700.320312 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -53700.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53703.406250 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -53703.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53703.406250 Penalty: 2991.219971
	Iteration 11F: 3 clusters Score -53703.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Entering Unmasked Estep 
Score: -1482958.000000 Penalty: 2291.759766
	Iteration 0F: 2 clusters Score -1482958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1475112.375000 Penalty: 4583.519531
	Iteration 0F: 3 clusters Score -1475112 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1477513.375000 Penalty: 4583.519531
	Iteration 1F: 3 clusters Score -1477513 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1477864.625000 Penalty: 4583.519531
	Iteration 2F: 3 clusters Score -1477865 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1478156.250000 Penalty: 4583.519531
	Iteration 3F: 3 clusters Score -1478156 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1478362.875000 Penalty: 4583.519531
	Iteration 4Q: 3 clusters Score -1478363 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1478573.375000 Penalty: 4583.519531
	Iteration 5Q: 3 clusters Score -1478573 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1478803.000000 Penalty: 4583.519531
	Iteration 6Q: 3 clusters Score -1478803 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1479042.125000 Penalty: 4583.519531
	Iteration 7Q: 3 clusters Score -1479042 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1479275.750000 Penalty: 4583.519531
	Iteration 8Q: 3 clusters Score -1479276 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1479519.500000 Penalty: 4583.519531
	Iteration 9Q: 3 clusters Score -1479520 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1479753.000000 Penalty: 4583.519531
	Iteration 10Q: 3 clusters Score -1479753 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1479969.750000 Penalty: 4583.519531
	Iteration 11Q: 3 clusters Score -1479970 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1480152.250000 Penalty: 4583.519531
	Iteration 12Q: 3 clusters Score -1480152 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1480277.625000 Penalty: 4583.519531
	Iteration 13Q: 3 clusters Score -1480278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1480394.875000 Penalty: 4583.519531
	Iteration 14Q: 3 clusters Score -1480395 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1480509.375000 Penalty: 4583.519531
	Iteration 15Q: 3 clusters Score -1480509 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1480595.875000 Penalty: 4583.519531
	Iteration 16Q: 3 clusters Score -1480596 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1480657.875000 Penalty: 4583.519531
	Iteration 17Q: 3 clusters Score -1480658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1480717.250000 Penalty: 4583.519531
	Iteration 18Q: 3 clusters Score -1480717 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1480758.750000 Penalty: 4583.519531
	Iteration 19Q: 3 clusters Score -1480759 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1480792.625000 Penalty: 4583.519531
	Iteration 20F: 3 clusters Score -1480793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1480827.000000 Penalty: 4583.519531
	Iteration 21Q: 3 clusters Score -1480827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1480852.375000 Penalty: 4583.519531
	Iteration 22Q: 3 clusters Score -1480852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1480879.250000 Penalty: 4583.519531
	Iteration 23Q: 3 clusters Score -1480879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1480898.000000 Penalty: 4583.519531
	Iteration 24Q: 3 clusters Score -1480898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1480914.625000 Penalty: 4583.519531
	Iteration 25Q: 3 clusters Score -1480915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1480935.500000 Penalty: 4583.519531
	Iteration 26Q: 3 clusters Score -1480936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1480955.125000 Penalty: 4583.519531
	Iteration 27Q: 3 clusters Score -1480955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1480973.125000 Penalty: 4583.519531
	Iteration 28Q: 3 clusters Score -1480973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1480987.875000 Penalty: 4583.519531
	Iteration 29Q: 3 clusters Score -1480988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1481001.625000 Penalty: 4583.519531
	Iteration 30Q: 3 clusters Score -1481002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1481006.875000 Penalty: 4583.519531
	Iteration 31Q: 3 clusters Score -1481007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1481025.750000 Penalty: 4583.519531
	Iteration 32Q: 3 clusters Score -1481026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1481025.500000 Penalty: 4583.519531
	Iteration 33Q: 3 clusters Score -1481026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1481032.750000 Penalty: 4583.519531
	Iteration 34Q: 3 clusters Score -1481033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1481044.500000 Penalty: 4583.519531
	Iteration 35Q: 3 clusters Score -1481044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1481049.000000 Penalty: 4583.519531
	Iteration 36Q: 3 clusters Score -1481049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1481047.500000 Penalty: 4583.519531
	Iteration 37Q: 3 clusters Score -1481048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1481049.375000 Penalty: 4583.519531
	Iteration 38Q: 3 clusters Score -1481049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1481055.375000 Penalty: 4583.519531
	Iteration 39Q: 3 clusters Score -1481055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1481059.000000 Penalty: 4583.519531
	Iteration 40F: 3 clusters Score -1481059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1481062.375000 Penalty: 4583.519531
	Iteration 41Q: 3 clusters Score -1481062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1481065.500000 Penalty: 4583.519531
	Iteration 42Q: 3 clusters Score -1481066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1481069.500000 Penalty: 4583.519531
	Iteration 43Q: 3 clusters Score -1481070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1481071.875000 Penalty: 4583.519531
	Iteration 44Q: 3 clusters Score -1481072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1481077.375000 Penalty: 4583.519531
	Iteration 45Q: 3 clusters Score -1481077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1481090.375000 Penalty: 4583.519531
	Iteration 46Q: 3 clusters Score -1481090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1481103.000000 Penalty: 4583.519531
	Iteration 47Q: 3 clusters Score -1481103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1481117.875000 Penalty: 4583.519531
	Iteration 48Q: 3 clusters Score -1481118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1481124.375000 Penalty: 4583.519531
	Iteration 49Q: 3 clusters Score -1481124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1481132.000000 Penalty: 4583.519531
	Iteration 50Q: 3 clusters Score -1481132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1481135.375000 Penalty: 4583.519531
	Iteration 51Q: 3 clusters Score -1481135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1481138.125000 Penalty: 4583.519531
	Iteration 52Q: 3 clusters Score -1481138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1481140.375000 Penalty: 4583.519531
	Iteration 53Q: 3 clusters Score -1481140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1481148.000000 Penalty: 4583.519531
	Iteration 54Q: 3 clusters Score -1481148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1481149.500000 Penalty: 4583.519531
	Iteration 55Q: 3 clusters Score -1481150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1481156.875000 Penalty: 4583.519531
	Iteration 56Q: 3 clusters Score -1481157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1481160.375000 Penalty: 4583.519531
	Iteration 57Q: 3 clusters Score -1481160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1481165.500000 Penalty: 4583.519531
	Iteration 58Q: 3 clusters Score -1481166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1481173.750000 Penalty: 4583.519531
	Iteration 59Q: 3 clusters Score -1481174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1481177.875000 Penalty: 4583.519531
	Iteration 60F: 3 clusters Score -1481178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1481184.125000 Penalty: 4583.519531
	Iteration 61Q: 3 clusters Score -1481184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1481190.750000 Penalty: 4583.519531
	Iteration 62Q: 3 clusters Score -1481191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1481196.625000 Penalty: 4583.519531
	Iteration 63Q: 3 clusters Score -1481197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1481198.375000 Penalty: 4583.519531
	Iteration 64Q: 3 clusters Score -1481198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1481205.250000 Penalty: 4583.519531
	Iteration 65Q: 3 clusters Score -1481205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1481209.375000 Penalty: 4583.519531
	Iteration 66Q: 3 clusters Score -1481209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1481217.625000 Penalty: 4583.519531
	Iteration 67Q: 3 clusters Score -1481218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1481226.750000 Penalty: 4583.519531
	Iteration 68Q: 3 clusters Score -1481227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1481234.125000 Penalty: 4583.519531
	Iteration 69Q: 3 clusters Score -1481234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1481240.875000 Penalty: 4583.519531
	Iteration 70Q: 3 clusters Score -1481241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1481252.625000 Penalty: 4583.519531
	Iteration 71Q: 3 clusters Score -1481253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1481262.875000 Penalty: 4583.519531
	Iteration 72Q: 3 clusters Score -1481263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1481271.500000 Penalty: 4583.519531
	Iteration 73Q: 3 clusters Score -1481272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1481279.750000 Penalty: 4583.519531
	Iteration 74Q: 3 clusters Score -1481280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1481292.250000 Penalty: 4583.519531
	Iteration 75Q: 3 clusters Score -1481292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1481303.000000 Penalty: 4583.519531
	Iteration 76Q: 3 clusters Score -1481303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1481301.125000 Penalty: 4583.519531
	Iteration 77Q: 3 clusters Score -1481301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1481315.250000 Penalty: 4583.519531
	Iteration 78Q: 3 clusters Score -1481315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1481327.375000 Penalty: 4583.519531
	Iteration 79Q: 3 clusters Score -1481327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1481336.125000 Penalty: 4583.519531
	Iteration 80F: 3 clusters Score -1481336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1481344.500000 Penalty: 4583.519531
	Iteration 81Q: 3 clusters Score -1481344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1481352.500000 Penalty: 4583.519531
	Iteration 82Q: 3 clusters Score -1481352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1481357.875000 Penalty: 4583.519531
	Iteration 83Q: 3 clusters Score -1481358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1481363.750000 Penalty: 4583.519531
	Iteration 84Q: 3 clusters Score -1481364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1481371.625000 Penalty: 4583.519531
	Iteration 85Q: 3 clusters Score -1481372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1481372.500000 Penalty: 4583.519531
	Iteration 86Q: 3 clusters Score -1481372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1481375.500000 Penalty: 4583.519531
	Iteration 87Q: 3 clusters Score -1481376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1481377.625000 Penalty: 4583.519531
	Iteration 88Q: 3 clusters Score -1481378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1481378.250000 Penalty: 4583.519531
	Iteration 89Q: 3 clusters Score -1481378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1481378.750000 Penalty: 4583.519531
	Iteration 90Q: 3 clusters Score -1481379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1481379.250000 Penalty: 4583.519531
	Iteration 91Q: 3 clusters Score -1481379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1481382.625000 Penalty: 4583.519531
	Iteration 92Q: 3 clusters Score -1481383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1481383.875000 Penalty: 4583.519531
	Iteration 93Q: 3 clusters Score -1481384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1481383.875000 Penalty: 4583.519531
	Iteration 94F: 3 clusters Score -1481384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -24305.824219 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24305.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23154.798828 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23154.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23321.660156 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23321.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23400.546875 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -23400.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23407.095703 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -23407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23413.478516 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -23413.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23413.478516 Penalty: 2761.898926
	Iteration 5F: 3 clusters Score -23413.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Entering Unmasked Estep 
Score: -2048933.250000 Penalty: 2366.152832
	Iteration 0F: 2 clusters Score -2048933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2038759.750000 Penalty: 4732.305664
	Iteration 0F: 3 clusters Score -2038760 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2041900.125000 Penalty: 4732.305664
	Iteration 1F: 3 clusters Score -2041900 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2042266.875000 Penalty: 4732.305664
	Iteration 2F: 3 clusters Score -2042267 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2042537.375000 Penalty: 4732.305664
	Iteration 3Q: 3 clusters Score -2042537 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2042763.250000 Penalty: 4732.305664
	Iteration 4Q: 3 clusters Score -2042763 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2042999.375000 Penalty: 4732.305664
	Iteration 5Q: 3 clusters Score -2042999 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2043247.125000 Penalty: 4732.305664
	Iteration 6Q: 3 clusters Score -2043247 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2043528.500000 Penalty: 4732.305664
	Iteration 7Q: 3 clusters Score -2043528 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2043842.750000 Penalty: 4732.305664
	Iteration 8Q: 3 clusters Score -2043843 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2044182.625000 Penalty: 4732.305664
	Iteration 9Q: 3 clusters Score -2044183 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2044549.625000 Penalty: 4732.305664
	Iteration 10Q: 3 clusters Score -2044550 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2044937.375000 Penalty: 4732.305664
	Iteration 11Q: 3 clusters Score -2044937 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2045309.000000 Penalty: 4732.305664
	Iteration 12Q: 3 clusters Score -2045309 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2045598.000000 Penalty: 4732.305664
	Iteration 13Q: 3 clusters Score -2045598 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2045858.250000 Penalty: 4732.305664
	Iteration 14Q: 3 clusters Score -2045858 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2046113.500000 Penalty: 4732.305664
	Iteration 15Q: 3 clusters Score -2046114 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2046328.500000 Penalty: 4732.305664
	Iteration 16Q: 3 clusters Score -2046328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2046476.625000 Penalty: 4732.305664
	Iteration 17Q: 3 clusters Score -2046477 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2046588.875000 Penalty: 4732.305664
	Iteration 18Q: 3 clusters Score -2046589 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2046673.625000 Penalty: 4732.305664
	Iteration 19Q: 3 clusters Score -2046674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2046732.375000 Penalty: 4732.305664
	Iteration 20F: 3 clusters Score -2046732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2046775.125000 Penalty: 4732.305664
	Iteration 21Q: 3 clusters Score -2046775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2046810.750000 Penalty: 4732.305664
	Iteration 22Q: 3 clusters Score -2046811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2046833.375000 Penalty: 4732.305664
	Iteration 23Q: 3 clusters Score -2046833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2046854.000000 Penalty: 4732.305664
	Iteration 24Q: 3 clusters Score -2046854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2046877.125000 Penalty: 4732.305664
	Iteration 25Q: 3 clusters Score -2046877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2046890.500000 Penalty: 4732.305664
	Iteration 26Q: 3 clusters Score -2046890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2046894.250000 Penalty: 4732.305664
	Iteration 27Q: 3 clusters Score -2046894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2046895.375000 Penalty: 4732.305664
	Iteration 28Q: 3 clusters Score -2046895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2046902.875000 Penalty: 4732.305664
	Iteration 29Q: 3 clusters Score -2046903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2046908.750000 Penalty: 4732.305664
	Iteration 30Q: 3 clusters Score -2046909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2046908.000000 Penalty: 4732.305664
	Iteration 31Q: 3 clusters Score -2046908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2046912.000000 Penalty: 4732.305664
	Iteration 32Q: 3 clusters Score -2046912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2046914.250000 Penalty: 4732.305664
	Iteration 33Q: 3 clusters Score -2046914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2046920.000000 Penalty: 4732.305664
	Iteration 34Q: 3 clusters Score -2046920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2046927.875000 Penalty: 4732.305664
	Iteration 35Q: 3 clusters Score -2046928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2046934.125000 Penalty: 4732.305664
	Iteration 36Q: 3 clusters Score -2046934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2046933.500000 Penalty: 4732.305664
	Iteration 37Q: 3 clusters Score -2046934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2046938.500000 Penalty: 4732.305664
	Iteration 38Q: 3 clusters Score -2046938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2046938.750000 Penalty: 4732.305664
	Iteration 39Q: 3 clusters Score -2046939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2046937.625000 Penalty: 4732.305664
	Iteration 40F: 3 clusters Score -2046938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1608540.750000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1608541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1599143.875000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1599144 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1602256.875000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1602257 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1602815.750000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1602816 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1603403.000000 Penalty: 4685.473145
	Iteration 3F: 3 clusters Score -1603403 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1603981.125000 Penalty: 4685.473145
	Iteration 4F: 3 clusters Score -1603981 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1604443.750000 Penalty: 4685.473145
	Iteration 5F: 3 clusters Score -1604444 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1604774.375000 Penalty: 4685.473145
	Iteration 6Q: 3 clusters Score -1604774 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1605043.375000 Penalty: 4685.473145
	Iteration 7Q: 3 clusters Score -1605043 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1605240.750000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1605241 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1605376.750000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1605377 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1605481.750000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1605482 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1605576.875000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1605577 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1605667.500000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1605668 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1605723.000000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1605723 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1605773.750000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1605774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1605807.250000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1605807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1605843.000000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1605843 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1605875.875000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1605876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1605893.625000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1605894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1605910.750000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1605911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1605926.375000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1605926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1605944.500000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1605944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1605961.500000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1605962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1605983.500000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1605984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1605999.250000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1605999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1606024.250000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1606024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1606061.375000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1606061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1606102.125000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1606102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1606158.125000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1606158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1606189.000000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1606189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1606217.125000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1606217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1606248.000000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1606248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1606268.750000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1606269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1606297.625000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1606298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1606321.375000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1606321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1606349.750000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1606350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1606364.375000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1606364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1606382.750000 Penalty: 4685.473145
	Iteration 37Q: 3 clusters Score -1606383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1606392.375000 Penalty: 4685.473145
	Iteration 38Q: 3 clusters Score -1606392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1606397.750000 Penalty: 4685.473145
	Iteration 39Q: 3 clusters Score -1606398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1606400.000000 Penalty: 4685.473145
	Iteration 40F: 3 clusters Score -1606400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1606405.625000 Penalty: 4685.473145
	Iteration 41Q: 3 clusters Score -1606406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1606411.250000 Penalty: 4685.473145
	Iteration 42Q: 3 clusters Score -1606411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1606417.250000 Penalty: 4685.473145
	Iteration 43Q: 3 clusters Score -1606417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1606422.875000 Penalty: 4685.473145
	Iteration 44Q: 3 clusters Score -1606423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1606426.625000 Penalty: 4685.473145
	Iteration 45Q: 3 clusters Score -1606427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1606432.875000 Penalty: 4685.473145
	Iteration 46Q: 3 clusters Score -1606433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1606435.875000 Penalty: 4685.473145
	Iteration 47Q: 3 clusters Score -1606436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1606437.250000 Penalty: 4685.473145
	Iteration 48Q: 3 clusters Score -1606437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1606439.625000 Penalty: 4685.473145
	Iteration 49Q: 3 clusters Score -1606440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1606440.375000 Penalty: 4685.473145
	Iteration 50Q: 3 clusters Score -1606440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1606446.500000 Penalty: 4685.473145
	Iteration 51Q: 3 clusters Score -1606446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1606445.250000 Penalty: 4685.473145
	Iteration 52Q: 3 clusters Score -1606445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1606447.500000 Penalty: 4685.473145
	Iteration 53Q: 3 clusters Score -1606448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1606450.625000 Penalty: 4685.473145
	Iteration 54Q: 3 clusters Score -1606451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1606452.250000 Penalty: 4685.473145
	Iteration 55Q: 3 clusters Score -1606452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1606456.500000 Penalty: 4685.473145
	Iteration 56Q: 3 clusters Score -1606456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1606455.750000 Penalty: 4685.473145
	Iteration 57Q: 3 clusters Score -1606456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1606457.500000 Penalty: 4685.473145
	Iteration 58Q: 3 clusters Score -1606458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1606458.625000 Penalty: 4685.473145
	Iteration 59Q: 3 clusters Score -1606459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1606460.500000 Penalty: 4685.473145
	Iteration 60F: 3 clusters Score -1606460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1606462.500000 Penalty: 4685.473145
	Iteration 61Q: 3 clusters Score -1606462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1606460.375000 Penalty: 4685.473145
	Iteration 62Q: 3 clusters Score -1606460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1606460.625000 Penalty: 4685.473145
	Iteration 63Q: 3 clusters Score -1606461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1606462.125000 Penalty: 4685.473145
	Iteration 64Q: 3 clusters Score -1606462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1606459.625000 Penalty: 4685.473145
	Iteration 65Q: 3 clusters Score -1606460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1606459.000000 Penalty: 4685.473145
	Iteration 66Q: 3 clusters Score -1606459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1606462.250000 Penalty: 4685.473145
	Iteration 67Q: 3 clusters Score -1606462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1606463.375000 Penalty: 4685.473145
	Iteration 68Q: 3 clusters Score -1606463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1606462.125000 Penalty: 4685.473145
	Iteration 69Q: 3 clusters Score -1606462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1606463.125000 Penalty: 4685.473145
	Iteration 70Q: 3 clusters Score -1606463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1606468.625000 Penalty: 4685.473145
	Iteration 71Q: 3 clusters Score -1606469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1606470.625000 Penalty: 4685.473145
	Iteration 72Q: 3 clusters Score -1606471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1606471.375000 Penalty: 4685.473145
	Iteration 73Q: 3 clusters Score -1606471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1606469.250000 Penalty: 4685.473145
	Iteration 74Q: 3 clusters Score -1606469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1606473.750000 Penalty: 4685.473145
	Iteration 75Q: 3 clusters Score -1606474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1606475.250000 Penalty: 4685.473145
	Iteration 76Q: 3 clusters Score -1606475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1606475.000000 Penalty: 4685.473145
	Iteration 77Q: 3 clusters Score -1606475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1606476.000000 Penalty: 4685.473145
	Iteration 78Q: 3 clusters Score -1606476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1606476.000000 Penalty: 4685.473145
	Iteration 79F: 3 clusters Score -1606476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -31310.513672 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -31310.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30119.263672 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -30119.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30207.857422 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -30207.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30245.740234 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -30245.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30317.505859 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -30317.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30404.242188 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -30404.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30430.328125 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -30430.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30494.474609 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -30494.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30513.873047 Penalty: 2712.157715
	Iteration 7Q: 3 clusters Score -30513.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30522.707031 Penalty: 2712.157715
	Iteration 8Q: 3 clusters Score -30522.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30529.511719 Penalty: 2712.157715
	Iteration 9Q: 3 clusters Score -30529.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30532.033203 Penalty: 2712.157715
	Iteration 10Q: 3 clusters Score -30532.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30532.033203 Penalty: 2712.157715
	Iteration 11F: 3 clusters Score -30532.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Entering Unmasked Estep 
Score: -2416816.500000 Penalty: 2408.777344
	Iteration 0F: 2 clusters Score -2416816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2404951.750000 Penalty: 4817.554688
	Iteration 0F: 3 clusters Score -2404952 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2409017.000000 Penalty: 4817.554688
	Iteration 1F: 3 clusters Score -2409017 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2409526.500000 Penalty: 4817.554688
	Iteration 2F: 3 clusters Score -2409526 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2410045.750000 Penalty: 4817.554688
	Iteration 3F: 3 clusters Score -2410046 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2410635.750000 Penalty: 4817.554688
	Iteration 4F: 3 clusters Score -2410636 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2411307.500000 Penalty: 4817.554688
	Iteration 5F: 3 clusters Score -2411308 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2411924.750000 Penalty: 4817.554688
	Iteration 6F: 3 clusters Score -2411925 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2412516.500000 Penalty: 4817.554688
	Iteration 7F: 3 clusters Score -2412516 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2412996.000000 Penalty: 4817.554688
	Iteration 8Q: 3 clusters Score -2412996 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2413300.750000 Penalty: 4817.554688
	Iteration 9Q: 3 clusters Score -2413301 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2413522.250000 Penalty: 4817.554688
	Iteration 10Q: 3 clusters Score -2413522 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2413641.250000 Penalty: 4817.554688
	Iteration 11Q: 3 clusters Score -2413641 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2413699.750000 Penalty: 4817.554688
	Iteration 12Q: 3 clusters Score -2413700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2413758.750000 Penalty: 4817.554688
	Iteration 13Q: 3 clusters Score -2413759 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2413788.750000 Penalty: 4817.554688
	Iteration 14Q: 3 clusters Score -2413789 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2413808.000000 Penalty: 4817.554688
	Iteration 15Q: 3 clusters Score -2413808 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2413827.500000 Penalty: 4817.554688
	Iteration 16Q: 3 clusters Score -2413828 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2413855.750000 Penalty: 4817.554688
	Iteration 17Q: 3 clusters Score -2413856 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2413874.250000 Penalty: 4817.554688
	Iteration 18Q: 3 clusters Score -2413874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2413891.750000 Penalty: 4817.554688
	Iteration 19Q: 3 clusters Score -2413892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2413912.750000 Penalty: 4817.554688
	Iteration 20F: 3 clusters Score -2413913 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2413929.000000 Penalty: 4817.554688
	Iteration 21Q: 3 clusters Score -2413929 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2413956.250000 Penalty: 4817.554688
	Iteration 22Q: 3 clusters Score -2413956 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2413996.500000 Penalty: 4817.554688
	Iteration 23Q: 3 clusters Score -2413996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2414023.000000 Penalty: 4817.554688
	Iteration 24Q: 3 clusters Score -2414023 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2414062.250000 Penalty: 4817.554688
	Iteration 25Q: 3 clusters Score -2414062 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2414100.750000 Penalty: 4817.554688
	Iteration 26Q: 3 clusters Score -2414101 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2414134.000000 Penalty: 4817.554688
	Iteration 27Q: 3 clusters Score -2414134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2414169.000000 Penalty: 4817.554688
	Iteration 28Q: 3 clusters Score -2414169 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2414197.750000 Penalty: 4817.554688
	Iteration 29Q: 3 clusters Score -2414198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2414229.000000 Penalty: 4817.554688
	Iteration 30Q: 3 clusters Score -2414229 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2414263.500000 Penalty: 4817.554688
	Iteration 31Q: 3 clusters Score -2414264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2414293.250000 Penalty: 4817.554688
	Iteration 32Q: 3 clusters Score -2414293 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2414330.500000 Penalty: 4817.554688
	Iteration 33Q: 3 clusters Score -2414330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2414357.750000 Penalty: 4817.554688
	Iteration 34Q: 3 clusters Score -2414358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2414383.000000 Penalty: 4817.554688
	Iteration 35Q: 3 clusters Score -2414383 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2414414.500000 Penalty: 4817.554688
	Iteration 36Q: 3 clusters Score -2414414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2414439.500000 Penalty: 4817.554688
	Iteration 37Q: 3 clusters Score -2414440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2414480.500000 Penalty: 4817.554688
	Iteration 38Q: 3 clusters Score -2414480 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2414511.250000 Penalty: 4817.554688
	Iteration 39Q: 3 clusters Score -2414511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2414546.500000 Penalty: 4817.554688
	Iteration 40F: 3 clusters Score -2414546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2414582.500000 Penalty: 4817.554688
	Iteration 41Q: 3 clusters Score -2414582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2414615.250000 Penalty: 4817.554688
	Iteration 42Q: 3 clusters Score -2414615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2414670.500000 Penalty: 4817.554688
	Iteration 43Q: 3 clusters Score -2414670 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2414722.750000 Penalty: 4817.554688
	Iteration 44Q: 3 clusters Score -2414723 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2414787.750000 Penalty: 4817.554688
	Iteration 45Q: 3 clusters Score -2414788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2414845.500000 Penalty: 4817.554688
	Iteration 46Q: 3 clusters Score -2414846 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2414916.000000 Penalty: 4817.554688
	Iteration 47Q: 3 clusters Score -2414916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2414982.250000 Penalty: 4817.554688
	Iteration 48Q: 3 clusters Score -2414982 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2415053.500000 Penalty: 4817.554688
	Iteration 49Q: 3 clusters Score -2415054 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2415166.750000 Penalty: 4817.554688
	Iteration 50Q: 3 clusters Score -2415167 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2415275.500000 Penalty: 4817.554688
	Iteration 51Q: 3 clusters Score -2415276 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2415359.500000 Penalty: 4817.554688
	Iteration 52Q: 3 clusters Score -2415360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2415419.000000 Penalty: 4817.554688
	Iteration 53Q: 3 clusters Score -2415419 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2415480.500000 Penalty: 4817.554688
	Iteration 54Q: 3 clusters Score -2415480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2415523.750000 Penalty: 4817.554688
	Iteration 55Q: 3 clusters Score -2415524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2415559.250000 Penalty: 4817.554688
	Iteration 56Q: 3 clusters Score -2415559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2415585.750000 Penalty: 4817.554688
	Iteration 57Q: 3 clusters Score -2415586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2415601.250000 Penalty: 4817.554688
	Iteration 58Q: 3 clusters Score -2415601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2415624.750000 Penalty: 4817.554688
	Iteration 59Q: 3 clusters Score -2415625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2415633.500000 Penalty: 4817.554688
	Iteration 60F: 3 clusters Score -2415634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2415645.000000 Penalty: 4817.554688
	Iteration 61Q: 3 clusters Score -2415645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2415654.250000 Penalty: 4817.554688
	Iteration 62Q: 3 clusters Score -2415654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2415656.000000 Penalty: 4817.554688
	Iteration 63Q: 3 clusters Score -2415656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2415657.000000 Penalty: 4817.554688
	Iteration 64Q: 3 clusters Score -2415657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2415665.000000 Penalty: 4817.554688
	Iteration 65Q: 3 clusters Score -2415665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2415674.000000 Penalty: 4817.554688
	Iteration 66Q: 3 clusters Score -2415674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2415672.250000 Penalty: 4817.554688
	Iteration 67Q: 3 clusters Score -2415672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2415676.750000 Penalty: 4817.554688
	Iteration 68Q: 3 clusters Score -2415677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2415678.500000 Penalty: 4817.554688
	Iteration 69Q: 3 clusters Score -2415678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2415677.250000 Penalty: 4817.554688
	Iteration 70Q: 3 clusters Score -2415677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2415679.500000 Penalty: 4817.554688
	Iteration 71Q: 3 clusters Score -2415680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2415682.500000 Penalty: 4817.554688
	Iteration 72Q: 3 clusters Score -2415682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2415681.750000 Penalty: 4817.554688
	Iteration 73Q: 3 clusters Score -2415682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2415677.250000 Penalty: 4817.554688
	Iteration 74Q: 3 clusters Score -2415677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2415677.250000 Penalty: 4817.554688
	Iteration 75F: 3 clusters Score -2415677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -608931.937500 Penalty: 2069.555176
	Iteration 0F: 2 clusters Score -608931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -604956.625000 Penalty: 4139.110352
	Iteration 0F: 3 clusters Score -604956.6 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -605804.437500 Penalty: 4139.110352
	Iteration 1F: 3 clusters Score -605804.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -605987.375000 Penalty: 4139.110352
	Iteration 2F: 3 clusters Score -605987.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -606105.250000 Penalty: 4139.110352
	Iteration 3Q: 3 clusters Score -606105.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -606171.687500 Penalty: 4139.110352
	Iteration 4Q: 3 clusters Score -606171.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -606246.250000 Penalty: 4139.110352
	Iteration 5Q: 3 clusters Score -606246.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -606326.875000 Penalty: 4139.110352
	Iteration 6Q: 3 clusters Score -606326.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -606455.250000 Penalty: 4139.110352
	Iteration 7Q: 3 clusters Score -606455.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -606612.625000 Penalty: 4139.110352
	Iteration 8Q: 3 clusters Score -606612.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -606763.312500 Penalty: 4139.110352
	Iteration 9Q: 3 clusters Score -606763.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -606926.750000 Penalty: 4139.110352
	Iteration 10Q: 3 clusters Score -606926.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -607083.125000 Penalty: 4139.110352
	Iteration 11Q: 3 clusters Score -607083.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -607208.687500 Penalty: 4139.110352
	Iteration 12Q: 3 clusters Score -607208.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -607316.062500 Penalty: 4139.110352
	Iteration 13Q: 3 clusters Score -607316.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -607389.437500 Penalty: 4139.110352
	Iteration 14Q: 3 clusters Score -607389.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -607446.062500 Penalty: 4139.110352
	Iteration 15Q: 3 clusters Score -607446.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -607485.000000 Penalty: 4139.110352
	Iteration 16Q: 3 clusters Score -607485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -607519.562500 Penalty: 4139.110352
	Iteration 17Q: 3 clusters Score -607519.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -607549.437500 Penalty: 4139.110352
	Iteration 18Q: 3 clusters Score -607549.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -607569.937500 Penalty: 4139.110352
	Iteration 19Q: 3 clusters Score -607569.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -607585.062500 Penalty: 4139.110352
	Iteration 20F: 3 clusters Score -607585.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -607593.312500 Penalty: 4139.110352
	Iteration 21Q: 3 clusters Score -607593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -607596.375000 Penalty: 4139.110352
	Iteration 22Q: 3 clusters Score -607596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -607597.750000 Penalty: 4139.110352
	Iteration 23Q: 3 clusters Score -607597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -607600.875000 Penalty: 4139.110352
	Iteration 24Q: 3 clusters Score -607600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -607602.875000 Penalty: 4139.110352
	Iteration 25Q: 3 clusters Score -607602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -607602.687500 Penalty: 4139.110352
	Iteration 26Q: 3 clusters Score -607602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -607603.000000 Penalty: 4139.110352
	Iteration 27Q: 3 clusters Score -607603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -607603.000000 Penalty: 4139.110352
	Iteration 28F: 3 clusters Score -607603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Entering Unmasked Estep 
Score: -7026101.000000 Penalty: 2672.777832
	Iteration 0F: 2 clusters Score -7026101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -6993797.500000 Penalty: 5345.555664
	Iteration 0F: 3 clusters Score -6993798 nChanged 22132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -7006084.000000 Penalty: 5345.555664
	Iteration 1F: 3 clusters Score -7006084 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7006866.000000 Penalty: 5345.555664
	Iteration 2Q: 3 clusters Score -7006866 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -7007763.500000 Penalty: 5345.555664
	Iteration 3Q: 3 clusters Score -7007764 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -7008949.000000 Penalty: 5345.555664
	Iteration 4Q: 3 clusters Score -7008949 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -7010560.000000 Penalty: 5345.555664
	Iteration 5F: 3 clusters Score -7010560 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -7012601.500000 Penalty: 5345.555664
	Iteration 6F: 3 clusters Score -7012602 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -7015012.000000 Penalty: 5345.555664
	Iteration 7F: 3 clusters Score -7015012 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -7017206.000000 Penalty: 5345.555664
	Iteration 8F: 3 clusters Score -7017206 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -7019080.000000 Penalty: 5345.555664
	Iteration 9Q: 3 clusters Score -7019080 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -7020402.500000 Penalty: 5345.555664
	Iteration 10Q: 3 clusters Score -7020402 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -7021366.000000 Penalty: 5345.555664
	Iteration 11Q: 3 clusters Score -7021366 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -7022088.500000 Penalty: 5345.555664
	Iteration 12Q: 3 clusters Score -7022088 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7022615.000000 Penalty: 5345.555664
	Iteration 13Q: 3 clusters Score -7022615 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7023009.500000 Penalty: 5345.555664
	Iteration 14Q: 3 clusters Score -7023010 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7023248.500000 Penalty: 5345.555664
	Iteration 15Q: 3 clusters Score -7023248 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7023437.500000 Penalty: 5345.555664
	Iteration 16Q: 3 clusters Score -7023438 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7023551.000000 Penalty: 5345.555664
	Iteration 17Q: 3 clusters Score -7023551 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7023650.000000 Penalty: 5345.555664
	Iteration 18Q: 3 clusters Score -7023650 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7023715.000000 Penalty: 5345.555664
	Iteration 19Q: 3 clusters Score -7023715 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7023747.500000 Penalty: 5345.555664
	Iteration 20F: 3 clusters Score -7023748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7023782.500000 Penalty: 5345.555664
	Iteration 21Q: 3 clusters Score -7023782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7023799.500000 Penalty: 5345.555664
	Iteration 22Q: 3 clusters Score -7023800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7023829.000000 Penalty: 5345.555664
	Iteration 23Q: 3 clusters Score -7023829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7023850.000000 Penalty: 5345.555664
	Iteration 24Q: 3 clusters Score -7023850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7023856.000000 Penalty: 5345.555664
	Iteration 25Q: 3 clusters Score -7023856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7023875.500000 Penalty: 5345.555664
	Iteration 26Q: 3 clusters Score -7023876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7023874.500000 Penalty: 5345.555664
	Iteration 27Q: 3 clusters Score -7023874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7023891.500000 Penalty: 5345.555664
	Iteration 28Q: 3 clusters Score -7023892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7023883.500000 Penalty: 5345.555664
	Iteration 29Q: 3 clusters Score -7023884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7023901.500000 Penalty: 5345.555664
	Iteration 30Q: 3 clusters Score -7023902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7023904.000000 Penalty: 5345.555664
	Iteration 31Q: 3 clusters Score -7023904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7023912.500000 Penalty: 5345.555664
	Iteration 32Q: 3 clusters Score -7023912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7023919.500000 Penalty: 5345.555664
	Iteration 33Q: 3 clusters Score -7023920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7023932.000000 Penalty: 5345.555664
	Iteration 34Q: 3 clusters Score -7023932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7023936.000000 Penalty: 5345.555664
	Iteration 35Q: 3 clusters Score -7023936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7023934.500000 Penalty: 5345.555664
	Iteration 36Q: 3 clusters Score -7023934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7023946.500000 Penalty: 5345.555664
	Iteration 37Q: 3 clusters Score -7023946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7023939.000000 Penalty: 5345.555664
	Iteration 38Q: 3 clusters Score -7023939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7023940.500000 Penalty: 5345.555664
	Iteration 39Q: 3 clusters Score -7023940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7023942.500000 Penalty: 5345.555664
	Iteration 40F: 3 clusters Score -7023942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7023943.500000 Penalty: 5345.555664
	Iteration 41Q: 3 clusters Score -7023944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7023943.500000 Penalty: 5345.555664
	Iteration 42F: 3 clusters Score -7023944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -211790.218750 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -211790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209351.265625 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -209351.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209792.296875 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -209792.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -209910.203125 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -209910.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -209989.578125 Penalty: 3721.905029
	Iteration 3Q: 3 clusters Score -209989.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -210053.484375 Penalty: 3721.905029
	Iteration 4Q: 3 clusters Score -210053.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210108.593750 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -210108.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -210175.562500 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -210175.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -210228.031250 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -210228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -210269.859375 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -210269.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -210314.218750 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -210314.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210373.031250 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -210373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -210410.953125 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -210411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -210437.000000 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -210437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -210470.921875 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -210470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -210491.984375 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -210492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -210520.546875 Penalty: 3721.905029
	Iteration 15Q: 3 clusters Score -210520.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -210538.734375 Penalty: 3721.905029
	Iteration 16Q: 3 clusters Score -210538.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -210553.031250 Penalty: 3721.905029
	Iteration 17Q: 3 clusters Score -210553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -210563.062500 Penalty: 3721.905029
	Iteration 18Q: 3 clusters Score -210563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -210565.468750 Penalty: 3721.905029
	Iteration 19Q: 3 clusters Score -210565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -210569.562500 Penalty: 3721.905029
	Iteration 20F: 3 clusters Score -210569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -210572.625000 Penalty: 3721.905029
	Iteration 21Q: 3 clusters Score -210572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -210574.859375 Penalty: 3721.905029
	Iteration 22Q: 3 clusters Score -210574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -210578.921875 Penalty: 3721.905029
	Iteration 23Q: 3 clusters Score -210578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -210580.578125 Penalty: 3721.905029
	Iteration 24Q: 3 clusters Score -210580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -210583.406250 Penalty: 3721.905029
	Iteration 25Q: 3 clusters Score -210583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -210584.421875 Penalty: 3721.905029
	Iteration 26Q: 3 clusters Score -210584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -210584.421875 Penalty: 3721.905029
	Iteration 27F: 3 clusters Score -210584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195387 members 
Entering Unmasked Estep 
Score: -29204068.000000 Penalty: 3021.318848
	Iteration 0F: 2 clusters Score -2.920407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -29075968.000000 Penalty: 6042.637695
	Iteration 0F: 3 clusters Score -2.907597e+07 nChanged 94099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -29130666.000000 Penalty: 6042.637695
	Iteration 1F: 3 clusters Score -2.913067e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -29131886.000000 Penalty: 6042.637695
	Iteration 2Q: 3 clusters Score -2.913189e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -29133470.000000 Penalty: 6042.637695
	Iteration 3Q: 3 clusters Score -2.913347e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -29136182.000000 Penalty: 6042.637695
	Iteration 4Q: 3 clusters Score -2.913618e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 126428 members 
Entering Unmasked Estep 
Score: -29141538.000000 Penalty: 6042.637695
	Iteration 5F: 3 clusters Score -2.914154e+07 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -29151138.000000 Penalty: 6042.637695
	Iteration 6F: 3 clusters Score -2.915114e+07 nChanged 17667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -29166294.000000 Penalty: 6042.637695
	Iteration 7F: 3 clusters Score -2.916629e+07 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -29182290.000000 Penalty: 6042.637695
	Iteration 8F: 3 clusters Score -2.918229e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 186765 members 
Entering Unmasked Estep 
Score: -29193504.000000 Penalty: 6042.637695
	Iteration 9F: 3 clusters Score -2.91935e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 192257 members 
Entering Unmasked Estep 
Score: -29198664.000000 Penalty: 6042.637695
	Iteration 10Q: 3 clusters Score -2.919866e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 194120 members 
Entering Unmasked Estep 
Score: -29200336.000000 Penalty: 6042.637695
	Iteration 11Q: 3 clusters Score -2.920034e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 194682 members 
Entering Unmasked Estep 
Score: -29200860.000000 Penalty: 6042.637695
	Iteration 12Q: 3 clusters Score -2.920086e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 194879 members 
Entering Unmasked Estep 
Score: -29201076.000000 Penalty: 6042.637695
	Iteration 13Q: 3 clusters Score -2.920108e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 194958 members 
Entering Unmasked Estep 
Score: -29201194.000000 Penalty: 6042.637695
	Iteration 14Q: 3 clusters Score -2.920119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 194995 members 
Entering Unmasked Estep 
Score: -29201330.000000 Penalty: 6042.637695
	Iteration 15Q: 3 clusters Score -2.920133e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 195015 members 
Entering Unmasked Estep 
Score: -29201360.000000 Penalty: 6042.637695
	Iteration 16Q: 3 clusters Score -2.920136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -29201372.000000 Penalty: 6042.637695
	Iteration 17Q: 3 clusters Score -2.920137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195033 members 
Entering Unmasked Estep 
Score: -29201380.000000 Penalty: 6042.637695
	Iteration 18Q: 3 clusters Score -2.920138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195035 members 
Entering Unmasked Estep 
Score: -29201394.000000 Penalty: 6042.637695
	Iteration 19Q: 3 clusters Score -2.920139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -29201396.000000 Penalty: 6042.637695
	Iteration 20F: 3 clusters Score -2.92014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 195032 members 
Entering Unmasked Estep 
Score: -29201386.000000 Penalty: 6042.637695
	Iteration 21Q: 3 clusters Score -2.920139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 195032 members 
Entering Unmasked Estep 
Score: -29201384.000000 Penalty: 6042.637695
	Iteration 22Q: 3 clusters Score -2.920138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 195032 members 
Entering Unmasked Estep 
Score: -29201384.000000 Penalty: 6042.637695
	Iteration 23Q: 3 clusters Score -2.920138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 195036 members 
Entering Unmasked Estep 
Score: -29201400.000000 Penalty: 6042.637695
	Iteration 24Q: 3 clusters Score -2.92014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 195037 members 
Entering Unmasked Estep 
Score: -29201390.000000 Penalty: 6042.637695
	Iteration 25Q: 3 clusters Score -2.920139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 195038 members 
Entering Unmasked Estep 
Score: -29201378.000000 Penalty: 6042.637695
	Iteration 26Q: 3 clusters Score -2.920138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 195039 members 
Entering Unmasked Estep 
Score: -29201398.000000 Penalty: 6042.637695
	Iteration 27Q: 3 clusters Score -2.92014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 195041 members 
Entering Unmasked Estep 
Score: -29201394.000000 Penalty: 6042.637695
	Iteration 28Q: 3 clusters Score -2.920139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195040 members 
Entering Unmasked Estep 
Score: -29201382.000000 Penalty: 6042.637695
	Iteration 29Q: 3 clusters Score -2.920138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 195039 members 
Entering Unmasked Estep 
Score: -29201394.000000 Penalty: 6042.637695
	Iteration 30Q: 3 clusters Score -2.920139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195040 members 
Entering Unmasked Estep 
Score: -29201406.000000 Penalty: 6042.637695
	Iteration 31Q: 3 clusters Score -2.920141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195040 members 
Entering Unmasked Estep 
Score: -29201406.000000 Penalty: 6042.637695
	Iteration 32F: 3 clusters Score -2.920141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Entering Unmasked Estep 
Score: -9269727.000000 Penalty: 2739.440918
	Iteration 0F: 2 clusters Score -9269727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -9227425.000000 Penalty: 5478.881836
	Iteration 0F: 3 clusters Score -9227425 nChanged 29340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -9244333.000000 Penalty: 5478.881836
	Iteration 1F: 3 clusters Score -9244333 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -9245521.000000 Penalty: 5478.881836
	Iteration 2Q: 3 clusters Score -9245521 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -9247259.000000 Penalty: 5478.881836
	Iteration 3F: 3 clusters Score -9247259 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -9249557.000000 Penalty: 5478.881836
	Iteration 4F: 3 clusters Score -9249557 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -9252099.000000 Penalty: 5478.881836
	Iteration 5F: 3 clusters Score -9252099 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -9254891.000000 Penalty: 5478.881836
	Iteration 6F: 3 clusters Score -9254891 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -9258123.000000 Penalty: 5478.881836
	Iteration 7F: 3 clusters Score -9258123 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -9261220.000000 Penalty: 5478.881836
	Iteration 8F: 3 clusters Score -9261220 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -9263629.000000 Penalty: 5478.881836
	Iteration 9Q: 3 clusters Score -9263629 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9265217.000000 Penalty: 5478.881836
	Iteration 10Q: 3 clusters Score -9265217 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9266143.000000 Penalty: 5478.881836
	Iteration 11Q: 3 clusters Score -9266143 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9266664.000000 Penalty: 5478.881836
	Iteration 12Q: 3 clusters Score -9266664 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9266923.000000 Penalty: 5478.881836
	Iteration 13Q: 3 clusters Score -9266923 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9267046.000000 Penalty: 5478.881836
	Iteration 14Q: 3 clusters Score -9267046 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9267136.000000 Penalty: 5478.881836
	Iteration 15Q: 3 clusters Score -9267136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9267200.000000 Penalty: 5478.881836
	Iteration 16Q: 3 clusters Score -9267200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9267233.000000 Penalty: 5478.881836
	Iteration 17Q: 3 clusters Score -9267233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9267267.000000 Penalty: 5478.881836
	Iteration 18Q: 3 clusters Score -9267267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9267296.000000 Penalty: 5478.881836
	Iteration 19Q: 3 clusters Score -9267296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9267301.000000 Penalty: 5478.881836
	Iteration 20F: 3 clusters Score -9267301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9267303.000000 Penalty: 5478.881836
	Iteration 21Q: 3 clusters Score -9267303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9267311.000000 Penalty: 5478.881836
	Iteration 22Q: 3 clusters Score -9267311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9267304.000000 Penalty: 5478.881836
	Iteration 23Q: 3 clusters Score -9267304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9267307.000000 Penalty: 5478.881836
	Iteration 24Q: 3 clusters Score -9267307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9267310.000000 Penalty: 5478.881836
	Iteration 25Q: 3 clusters Score -9267310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9267315.000000 Penalty: 5478.881836
	Iteration 26Q: 3 clusters Score -9267315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9267324.000000 Penalty: 5478.881836
	Iteration 27Q: 3 clusters Score -9267324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9267324.000000 Penalty: 5478.881836
	Iteration 28Q: 3 clusters Score -9267324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9267320.000000 Penalty: 5478.881836
	Iteration 29Q: 3 clusters Score -9267320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9267316.000000 Penalty: 5478.881836
	Iteration 30Q: 3 clusters Score -9267316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9267314.000000 Penalty: 5478.881836
	Iteration 31Q: 3 clusters Score -9267314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9267316.000000 Penalty: 5478.881836
	Iteration 32Q: 3 clusters Score -9267316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9267320.000000 Penalty: 5478.881836
	Iteration 33Q: 3 clusters Score -9267320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9267320.000000 Penalty: 5478.881836
	Iteration 34Q: 3 clusters Score -9267320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9267317.000000 Penalty: 5478.881836
	Iteration 35Q: 3 clusters Score -9267317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9267317.000000 Penalty: 5478.881836
	Iteration 36F: 3 clusters Score -9267317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -539071.687500 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -539071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -535429.625000 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -535429.6 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -536187.687500 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -536187.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -536362.687500 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -536362.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -536469.562500 Penalty: 4071.411621
	Iteration 3Q: 3 clusters Score -536469.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -536549.125000 Penalty: 4071.411621
	Iteration 4Q: 3 clusters Score -536549.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -536602.500000 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -536602.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -536648.000000 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -536648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -536686.375000 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -536686.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -536718.562500 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -536718.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -536763.687500 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -536763.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -536834.250000 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -536834.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -536936.125000 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -536936.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -537053.562500 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -537053.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -537178.375000 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -537178.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -537319.937500 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -537319.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -537463.375000 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -537463.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -537652.500000 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -537652.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -537839.250000 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -537839.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -537993.125000 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -537993.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -538141.812500 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -538141.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -538251.375000 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -538251.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -538315.250000 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -538315.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -538353.937500 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -538353.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -538375.437500 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -538375.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -538392.750000 Penalty: 4071.411621
	Iteration 24Q: 3 clusters Score -538392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -538401.437500 Penalty: 4071.411621
	Iteration 25Q: 3 clusters Score -538401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -538406.812500 Penalty: 4071.411621
	Iteration 26Q: 3 clusters Score -538406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -538410.687500 Penalty: 4071.411621
	Iteration 27Q: 3 clusters Score -538410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -538414.625000 Penalty: 4071.411621
	Iteration 28Q: 3 clusters Score -538414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -538416.187500 Penalty: 4071.411621
	Iteration 29Q: 3 clusters Score -538416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -538419.000000 Penalty: 4071.411621
	Iteration 30Q: 3 clusters Score -538419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -538421.250000 Penalty: 4071.411621
	Iteration 31Q: 3 clusters Score -538421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -538424.125000 Penalty: 4071.411621
	Iteration 32Q: 3 clusters Score -538424.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -538426.625000 Penalty: 4071.411621
	Iteration 33Q: 3 clusters Score -538426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -538429.625000 Penalty: 4071.411621
	Iteration 34Q: 3 clusters Score -538429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -538435.375000 Penalty: 4071.411621
	Iteration 35Q: 3 clusters Score -538435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -538439.125000 Penalty: 4071.411621
	Iteration 36Q: 3 clusters Score -538439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -538439.875000 Penalty: 4071.411621
	Iteration 37Q: 3 clusters Score -538439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -538440.375000 Penalty: 4071.411621
	Iteration 38Q: 3 clusters Score -538440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -538440.375000 Penalty: 4071.411621
	Iteration 39F: 3 clusters Score -538440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -877800.937500 Penalty: 2171.305664
	Iteration 0F: 2 clusters Score -877800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -872513.937500 Penalty: 4342.611328
	Iteration 0F: 3 clusters Score -872513.9 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -873887.312500 Penalty: 4342.611328
	Iteration 1F: 3 clusters Score -873887.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -874235.562500 Penalty: 4342.611328
	Iteration 2F: 3 clusters Score -874235.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -874503.875000 Penalty: 4342.611328
	Iteration 3F: 3 clusters Score -874503.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -874705.500000 Penalty: 4342.611328
	Iteration 4F: 3 clusters Score -874705.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -874888.125000 Penalty: 4342.611328
	Iteration 5Q: 3 clusters Score -874888.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -875071.562500 Penalty: 4342.611328
	Iteration 6Q: 3 clusters Score -875071.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -875233.000000 Penalty: 4342.611328
	Iteration 7Q: 3 clusters Score -875233 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -875371.250000 Penalty: 4342.611328
	Iteration 8Q: 3 clusters Score -875371.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -875505.937500 Penalty: 4342.611328
	Iteration 9Q: 3 clusters Score -875505.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -875648.562500 Penalty: 4342.611328
	Iteration 10Q: 3 clusters Score -875648.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -875771.062500 Penalty: 4342.611328
	Iteration 11Q: 3 clusters Score -875771.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -875865.750000 Penalty: 4342.611328
	Iteration 12Q: 3 clusters Score -875865.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -875950.000000 Penalty: 4342.611328
	Iteration 13Q: 3 clusters Score -875950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -876032.375000 Penalty: 4342.611328
	Iteration 14Q: 3 clusters Score -876032.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -876102.625000 Penalty: 4342.611328
	Iteration 15Q: 3 clusters Score -876102.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -876171.187500 Penalty: 4342.611328
	Iteration 16Q: 3 clusters Score -876171.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -876216.375000 Penalty: 4342.611328
	Iteration 17Q: 3 clusters Score -876216.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -876251.312500 Penalty: 4342.611328
	Iteration 18Q: 3 clusters Score -876251.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -876287.937500 Penalty: 4342.611328
	Iteration 19Q: 3 clusters Score -876287.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -876314.875000 Penalty: 4342.611328
	Iteration 20F: 3 clusters Score -876314.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -876336.437500 Penalty: 4342.611328
	Iteration 21Q: 3 clusters Score -876336.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -876360.875000 Penalty: 4342.611328
	Iteration 22Q: 3 clusters Score -876360.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -876377.687500 Penalty: 4342.611328
	Iteration 23Q: 3 clusters Score -876377.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -876393.250000 Penalty: 4342.611328
	Iteration 24Q: 3 clusters Score -876393.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -876408.312500 Penalty: 4342.611328
	Iteration 25Q: 3 clusters Score -876408.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -876428.750000 Penalty: 4342.611328
	Iteration 26Q: 3 clusters Score -876428.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -876443.375000 Penalty: 4342.611328
	Iteration 27Q: 3 clusters Score -876443.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -876455.187500 Penalty: 4342.611328
	Iteration 28Q: 3 clusters Score -876455.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -876462.312500 Penalty: 4342.611328
	Iteration 29Q: 3 clusters Score -876462.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -876471.687500 Penalty: 4342.611328
	Iteration 30Q: 3 clusters Score -876471.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -876479.875000 Penalty: 4342.611328
	Iteration 31Q: 3 clusters Score -876479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -876483.000000 Penalty: 4342.611328
	Iteration 32Q: 3 clusters Score -876483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -876484.375000 Penalty: 4342.611328
	Iteration 33Q: 3 clusters Score -876484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -876486.437500 Penalty: 4342.611328
	Iteration 34Q: 3 clusters Score -876486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -876489.562500 Penalty: 4342.611328
	Iteration 35Q: 3 clusters Score -876489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -876490.312500 Penalty: 4342.611328
	Iteration 36Q: 3 clusters Score -876490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -876491.312500 Penalty: 4342.611328
	Iteration 37Q: 3 clusters Score -876491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -876491.500000 Penalty: 4342.611328
	Iteration 38Q: 3 clusters Score -876491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -876492.250000 Penalty: 4342.611328
	Iteration 39Q: 3 clusters Score -876492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -876493.000000 Penalty: 4342.611328
	Iteration 40F: 3 clusters Score -876493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -876494.187500 Penalty: 4342.611328
	Iteration 41Q: 3 clusters Score -876494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -876494.250000 Penalty: 4342.611328
	Iteration 42Q: 3 clusters Score -876494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -876495.437500 Penalty: 4342.611328
	Iteration 43Q: 3 clusters Score -876495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -876496.625000 Penalty: 4342.611328
	Iteration 44Q: 3 clusters Score -876496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -876497.125000 Penalty: 4342.611328
	Iteration 45Q: 3 clusters Score -876497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -876497.125000 Penalty: 4342.611328
	Iteration 46F: 3 clusters Score -876497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Entering Unmasked Estep 
Score: -1076855.125000 Penalty: 2208.011475
	Iteration 0F: 2 clusters Score -1076855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1070917.875000 Penalty: 4416.022949
	Iteration 0F: 3 clusters Score -1070918 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1072474.125000 Penalty: 4416.022949
	Iteration 1F: 3 clusters Score -1072474 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1072733.875000 Penalty: 4416.022949
	Iteration 2F: 3 clusters Score -1072734 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1072925.875000 Penalty: 4416.022949
	Iteration 3F: 3 clusters Score -1072926 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1073073.375000 Penalty: 4416.022949
	Iteration 4Q: 3 clusters Score -1073073 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1073203.875000 Penalty: 4416.022949
	Iteration 5Q: 3 clusters Score -1073204 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1073323.875000 Penalty: 4416.022949
	Iteration 6Q: 3 clusters Score -1073324 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1073449.000000 Penalty: 4416.022949
	Iteration 7Q: 3 clusters Score -1073449 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1073585.375000 Penalty: 4416.022949
	Iteration 8Q: 3 clusters Score -1073585 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1073759.250000 Penalty: 4416.022949
	Iteration 9Q: 3 clusters Score -1073759 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1073968.000000 Penalty: 4416.022949
	Iteration 10Q: 3 clusters Score -1073968 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1074185.750000 Penalty: 4416.022949
	Iteration 11Q: 3 clusters Score -1074186 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1074404.125000 Penalty: 4416.022949
	Iteration 12Q: 3 clusters Score -1074404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1074553.000000 Penalty: 4416.022949
	Iteration 13Q: 3 clusters Score -1074553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1074656.875000 Penalty: 4416.022949
	Iteration 14Q: 3 clusters Score -1074657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1074705.750000 Penalty: 4416.022949
	Iteration 15Q: 3 clusters Score -1074706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1074761.250000 Penalty: 4416.022949
	Iteration 16Q: 3 clusters Score -1074761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1074799.125000 Penalty: 4416.022949
	Iteration 17Q: 3 clusters Score -1074799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1074834.875000 Penalty: 4416.022949
	Iteration 18Q: 3 clusters Score -1074835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1074860.000000 Penalty: 4416.022949
	Iteration 19Q: 3 clusters Score -1074860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1074869.000000 Penalty: 4416.022949
	Iteration 20F: 3 clusters Score -1074869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1074881.750000 Penalty: 4416.022949
	Iteration 21Q: 3 clusters Score -1074882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1074889.250000 Penalty: 4416.022949
	Iteration 22Q: 3 clusters Score -1074889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1074897.250000 Penalty: 4416.022949
	Iteration 23Q: 3 clusters Score -1074897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1074911.125000 Penalty: 4416.022949
	Iteration 24Q: 3 clusters Score -1074911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1074928.750000 Penalty: 4416.022949
	Iteration 25Q: 3 clusters Score -1074929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1074946.000000 Penalty: 4416.022949
	Iteration 26Q: 3 clusters Score -1074946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1074957.500000 Penalty: 4416.022949
	Iteration 27Q: 3 clusters Score -1074958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1074963.875000 Penalty: 4416.022949
	Iteration 28Q: 3 clusters Score -1074964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1074969.125000 Penalty: 4416.022949
	Iteration 29Q: 3 clusters Score -1074969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1074970.375000 Penalty: 4416.022949
	Iteration 30Q: 3 clusters Score -1074970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1074971.000000 Penalty: 4416.022949
	Iteration 31Q: 3 clusters Score -1074971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1074975.125000 Penalty: 4416.022949
	Iteration 32Q: 3 clusters Score -1074975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1074975.125000 Penalty: 4416.022949
	Iteration 33F: 3 clusters Score -1074975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Entering Unmasked Estep 
Score: -21558666.000000 Penalty: 2946.412354
	Iteration 0F: 2 clusters Score -2.155867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -21465258.000000 Penalty: 5892.824707
	Iteration 0F: 3 clusters Score -2.146526e+07 nChanged 69057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -21505586.000000 Penalty: 5892.824707
	Iteration 1F: 3 clusters Score -2.150559e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -21507246.000000 Penalty: 5892.824707
	Iteration 2Q: 3 clusters Score -2.150725e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -21509330.000000 Penalty: 5892.824707
	Iteration 3Q: 3 clusters Score -2.150933e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -21511674.000000 Penalty: 5892.824707
	Iteration 4Q: 3 clusters Score -2.151167e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -21515214.000000 Penalty: 5892.824707
	Iteration 5Q: 3 clusters Score -2.151521e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -21519896.000000 Penalty: 5892.824707
	Iteration 6F: 3 clusters Score -2.15199e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -21525714.000000 Penalty: 5892.824707
	Iteration 7F: 3 clusters Score -2.152571e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -21532342.000000 Penalty: 5892.824707
	Iteration 8F: 3 clusters Score -2.153234e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -21537880.000000 Penalty: 5892.824707
	Iteration 9F: 3 clusters Score -2.153788e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -21541202.000000 Penalty: 5892.824707
	Iteration 10Q: 3 clusters Score -2.15412e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -21542874.000000 Penalty: 5892.824707
	Iteration 11Q: 3 clusters Score -2.154287e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -21544112.000000 Penalty: 5892.824707
	Iteration 12Q: 3 clusters Score -2.154411e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -21545268.000000 Penalty: 5892.824707
	Iteration 13Q: 3 clusters Score -2.154527e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 114546 members 
Entering Unmasked Estep 
Score: -21546726.000000 Penalty: 5892.824707
	Iteration 14Q: 3 clusters Score -2.154673e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 117573 members 
Entering Unmasked Estep 
Score: -21547970.000000 Penalty: 5892.824707
	Iteration 15Q: 3 clusters Score -2.154797e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -21549246.000000 Penalty: 5892.824707
	Iteration 16Q: 3 clusters Score -2.154925e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -21550368.000000 Penalty: 5892.824707
	Iteration 17Q: 3 clusters Score -2.155037e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -21551554.000000 Penalty: 5892.824707
	Iteration 18Q: 3 clusters Score -2.155155e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 127940 members 
Entering Unmasked Estep 
Score: -21552524.000000 Penalty: 5892.824707
	Iteration 19Q: 3 clusters Score -2.155252e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 129964 members 
Entering Unmasked Estep 
Score: -21553252.000000 Penalty: 5892.824707
	Iteration 20F: 3 clusters Score -2.155325e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 131676 members 
Entering Unmasked Estep 
Score: -21553860.000000 Penalty: 5892.824707
	Iteration 21Q: 3 clusters Score -2.155386e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -21554320.000000 Penalty: 5892.824707
	Iteration 22Q: 3 clusters Score -2.155432e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -21554778.000000 Penalty: 5892.824707
	Iteration 23Q: 3 clusters Score -2.155478e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -21555114.000000 Penalty: 5892.824707
	Iteration 24Q: 3 clusters Score -2.155511e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 136253 members 
Entering Unmasked Estep 
Score: -21555388.000000 Penalty: 5892.824707
	Iteration 25Q: 3 clusters Score -2.155539e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -21555580.000000 Penalty: 5892.824707
	Iteration 26Q: 3 clusters Score -2.155558e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 137640 members 
Entering Unmasked Estep 
Score: -21555822.000000 Penalty: 5892.824707
	Iteration 27Q: 3 clusters Score -2.155582e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 138200 members 
Entering Unmasked Estep 
Score: -21555976.000000 Penalty: 5892.824707
	Iteration 28Q: 3 clusters Score -2.155598e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -21556138.000000 Penalty: 5892.824707
	Iteration 29Q: 3 clusters Score -2.155614e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 139068 members 
Entering Unmasked Estep 
Score: -21556246.000000 Penalty: 5892.824707
	Iteration 30Q: 3 clusters Score -2.155625e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 139404 members 
Entering Unmasked Estep 
Score: -21556312.000000 Penalty: 5892.824707
	Iteration 31Q: 3 clusters Score -2.155631e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 139695 members 
Entering Unmasked Estep 
Score: -21556386.000000 Penalty: 5892.824707
	Iteration 32Q: 3 clusters Score -2.155639e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 139954 members 
Entering Unmasked Estep 
Score: -21556472.000000 Penalty: 5892.824707
	Iteration 33Q: 3 clusters Score -2.155647e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 140179 members 
Entering Unmasked Estep 
Score: -21556538.000000 Penalty: 5892.824707
	Iteration 34Q: 3 clusters Score -2.155654e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -21556582.000000 Penalty: 5892.824707
	Iteration 35Q: 3 clusters Score -2.155658e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 140574 members 
Entering Unmasked Estep 
Score: -21556594.000000 Penalty: 5892.824707
	Iteration 36Q: 3 clusters Score -2.155659e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 140696 members 
Entering Unmasked Estep 
Score: -21556622.000000 Penalty: 5892.824707
	Iteration 37Q: 3 clusters Score -2.155662e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 140822 members 
Entering Unmasked Estep 
Score: -21556656.000000 Penalty: 5892.824707
	Iteration 38Q: 3 clusters Score -2.155666e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -21556696.000000 Penalty: 5892.824707
	Iteration 39Q: 3 clusters Score -2.15567e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 141057 members 
Entering Unmasked Estep 
Score: -21556682.000000 Penalty: 5892.824707
	Iteration 40F: 3 clusters Score -2.155668e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 141163 members 
Entering Unmasked Estep 
Score: -21556740.000000 Penalty: 5892.824707
	Iteration 41Q: 3 clusters Score -2.155674e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 141274 members 
Entering Unmasked Estep 
Score: -21556738.000000 Penalty: 5892.824707
	Iteration 42Q: 3 clusters Score -2.155674e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 141366 members 
Entering Unmasked Estep 
Score: -21556726.000000 Penalty: 5892.824707
	Iteration 43Q: 3 clusters Score -2.155673e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 141463 members 
Entering Unmasked Estep 
Score: -21556762.000000 Penalty: 5892.824707
	Iteration 44Q: 3 clusters Score -2.155676e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 141561 members 
Entering Unmasked Estep 
Score: -21556808.000000 Penalty: 5892.824707
	Iteration 45Q: 3 clusters Score -2.155681e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 141646 members 
Entering Unmasked Estep 
Score: -21556864.000000 Penalty: 5892.824707
	Iteration 46Q: 3 clusters Score -2.155686e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -21556866.000000 Penalty: 5892.824707
	Iteration 47Q: 3 clusters Score -2.155687e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 141791 members 
Entering Unmasked Estep 
Score: -21556902.000000 Penalty: 5892.824707
	Iteration 48Q: 3 clusters Score -2.15569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 141842 members 
Entering Unmasked Estep 
Score: -21556886.000000 Penalty: 5892.824707
	Iteration 49Q: 3 clusters Score -2.155689e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 141881 members 
Entering Unmasked Estep 
Score: -21556892.000000 Penalty: 5892.824707
	Iteration 50Q: 3 clusters Score -2.155689e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 141916 members 
Entering Unmasked Estep 
Score: -21556888.000000 Penalty: 5892.824707
	Iteration 51Q: 3 clusters Score -2.155689e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
Score: -21556910.000000 Penalty: 5892.824707
	Iteration 52Q: 3 clusters Score -2.155691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 141962 members 
Entering Unmasked Estep 
Score: -21556906.000000 Penalty: 5892.824707
	Iteration 53Q: 3 clusters Score -2.155691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 141979 members 
Entering Unmasked Estep 
Score: -21556908.000000 Penalty: 5892.824707
	Iteration 54Q: 3 clusters Score -2.155691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 141987 members 
Entering Unmasked Estep 
Score: -21556886.000000 Penalty: 5892.824707
	Iteration 55Q: 3 clusters Score -2.155689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -21556890.000000 Penalty: 5892.824707
	Iteration 56Q: 3 clusters Score -2.155689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 142002 members 
Entering Unmasked Estep 
Score: -21556898.000000 Penalty: 5892.824707
	Iteration 57Q: 3 clusters Score -2.15569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -21556902.000000 Penalty: 5892.824707
	Iteration 58Q: 3 clusters Score -2.15569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 142015 members 
Entering Unmasked Estep 
Score: -21556912.000000 Penalty: 5892.824707
	Iteration 59Q: 3 clusters Score -2.155691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 142018 members 
Entering Unmasked Estep 
Score: -21556910.000000 Penalty: 5892.824707
	Iteration 60F: 3 clusters Score -2.155691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 142022 members 
Entering Unmasked Estep 
Score: -21556906.000000 Penalty: 5892.824707
	Iteration 61Q: 3 clusters Score -2.155691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 142027 members 
Entering Unmasked Estep 
Score: -21556920.000000 Penalty: 5892.824707
	Iteration 62Q: 3 clusters Score -2.155692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 142031 members 
Entering Unmasked Estep 
Score: -21556938.000000 Penalty: 5892.824707
	Iteration 63Q: 3 clusters Score -2.155694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -21556924.000000 Penalty: 5892.824707
	Iteration 64Q: 3 clusters Score -2.155692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 142038 members 
Entering Unmasked Estep 
Score: -21556918.000000 Penalty: 5892.824707
	Iteration 65Q: 3 clusters Score -2.155692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 142044 members 
Entering Unmasked Estep 
Score: -21556920.000000 Penalty: 5892.824707
	Iteration 66Q: 3 clusters Score -2.155692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 142050 members 
Entering Unmasked Estep 
Score: -21556914.000000 Penalty: 5892.824707
	Iteration 67Q: 3 clusters Score -2.155691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -21556916.000000 Penalty: 5892.824707
	Iteration 68Q: 3 clusters Score -2.155692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -21556922.000000 Penalty: 5892.824707
	Iteration 69Q: 3 clusters Score -2.155692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 142069 members 
Entering Unmasked Estep 
Score: -21556914.000000 Penalty: 5892.824707
	Iteration 70Q: 3 clusters Score -2.155691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -21556924.000000 Penalty: 5892.824707
	Iteration 71Q: 3 clusters Score -2.155692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 142073 members 
Entering Unmasked Estep 
Score: -21556926.000000 Penalty: 5892.824707
	Iteration 72Q: 3 clusters Score -2.155693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 142073 members 
Entering Unmasked Estep 
Score: -21556926.000000 Penalty: 5892.824707
	Iteration 73F: 3 clusters Score -2.155693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Entering Unmasked Estep 
Score: -3370203.000000 Penalty: 2506.940186
	Iteration 0F: 2 clusters Score -3370203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3353228.750000 Penalty: 5013.880371
	Iteration 0F: 3 clusters Score -3353229 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3359166.250000 Penalty: 5013.880371
	Iteration 1F: 3 clusters Score -3359166 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3359796.500000 Penalty: 5013.880371
	Iteration 2F: 3 clusters Score -3359796 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3360401.000000 Penalty: 5013.880371
	Iteration 3F: 3 clusters Score -3360401 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3361084.250000 Penalty: 5013.880371
	Iteration 4F: 3 clusters Score -3361084 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3361794.750000 Penalty: 5013.880371
	Iteration 5F: 3 clusters Score -3361795 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3362615.750000 Penalty: 5013.880371
	Iteration 6F: 3 clusters Score -3362616 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3363409.500000 Penalty: 5013.880371
	Iteration 7F: 3 clusters Score -3363410 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3364180.250000 Penalty: 5013.880371
	Iteration 8Q: 3 clusters Score -3364180 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3364978.250000 Penalty: 5013.880371
	Iteration 9Q: 3 clusters Score -3364978 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3365722.250000 Penalty: 5013.880371
	Iteration 10Q: 3 clusters Score -3365722 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3366330.250000 Penalty: 5013.880371
	Iteration 11Q: 3 clusters Score -3366330 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3366740.750000 Penalty: 5013.880371
	Iteration 12Q: 3 clusters Score -3366741 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3367087.500000 Penalty: 5013.880371
	Iteration 13Q: 3 clusters Score -3367088 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3367386.750000 Penalty: 5013.880371
	Iteration 14Q: 3 clusters Score -3367387 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3367657.000000 Penalty: 5013.880371
	Iteration 15Q: 3 clusters Score -3367657 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3367891.750000 Penalty: 5013.880371
	Iteration 16Q: 3 clusters Score -3367892 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3368073.500000 Penalty: 5013.880371
	Iteration 17Q: 3 clusters Score -3368074 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3368231.250000 Penalty: 5013.880371
	Iteration 18Q: 3 clusters Score -3368231 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3368319.750000 Penalty: 5013.880371
	Iteration 19Q: 3 clusters Score -3368320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3368377.750000 Penalty: 5013.880371
	Iteration 20F: 3 clusters Score -3368378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3368414.750000 Penalty: 5013.880371
	Iteration 21Q: 3 clusters Score -3368415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3368449.750000 Penalty: 5013.880371
	Iteration 22Q: 3 clusters Score -3368450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3368465.000000 Penalty: 5013.880371
	Iteration 23Q: 3 clusters Score -3368465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3368467.250000 Penalty: 5013.880371
	Iteration 24Q: 3 clusters Score -3368467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3368469.250000 Penalty: 5013.880371
	Iteration 25Q: 3 clusters Score -3368469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3368475.750000 Penalty: 5013.880371
	Iteration 26Q: 3 clusters Score -3368476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3368476.250000 Penalty: 5013.880371
	Iteration 27Q: 3 clusters Score -3368476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3368477.500000 Penalty: 5013.880371
	Iteration 28Q: 3 clusters Score -3368478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3368475.750000 Penalty: 5013.880371
	Iteration 29Q: 3 clusters Score -3368476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3368474.250000 Penalty: 5013.880371
	Iteration 30Q: 3 clusters Score -3368474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3368467.250000 Penalty: 5013.880371
	Iteration 31Q: 3 clusters Score -3368467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3368466.750000 Penalty: 5013.880371
	Iteration 32Q: 3 clusters Score -3368467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3368462.750000 Penalty: 5013.880371
	Iteration 33Q: 3 clusters Score -3368463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3368465.500000 Penalty: 5013.880371
	Iteration 34Q: 3 clusters Score -3368466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3368465.500000 Penalty: 5013.880371
	Iteration 35Q: 3 clusters Score -3368466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3368471.750000 Penalty: 5013.880371
	Iteration 36Q: 3 clusters Score -3368472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3368473.000000 Penalty: 5013.880371
	Iteration 37Q: 3 clusters Score -3368473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3368471.250000 Penalty: 5013.880371
	Iteration 38Q: 3 clusters Score -3368471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3368471.250000 Penalty: 5013.880371
	Iteration 39F: 3 clusters Score -3368471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -720027.250000 Penalty: 2117.320801
	Iteration 0F: 2 clusters Score -720027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -715441.625000 Penalty: 4234.641602
	Iteration 0F: 3 clusters Score -715441.6 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -716557.812500 Penalty: 4234.641602
	Iteration 1F: 3 clusters Score -716557.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -716779.500000 Penalty: 4234.641602
	Iteration 2F: 3 clusters Score -716779.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -716917.312500 Penalty: 4234.641602
	Iteration 3Q: 3 clusters Score -716917.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -717018.750000 Penalty: 4234.641602
	Iteration 4Q: 3 clusters Score -717018.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -717105.625000 Penalty: 4234.641602
	Iteration 5Q: 3 clusters Score -717105.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -717162.250000 Penalty: 4234.641602
	Iteration 6Q: 3 clusters Score -717162.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -717202.937500 Penalty: 4234.641602
	Iteration 7Q: 3 clusters Score -717202.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -717243.187500 Penalty: 4234.641602
	Iteration 8Q: 3 clusters Score -717243.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -717277.750000 Penalty: 4234.641602
	Iteration 9Q: 3 clusters Score -717277.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -717319.375000 Penalty: 4234.641602
	Iteration 10Q: 3 clusters Score -717319.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -717352.375000 Penalty: 4234.641602
	Iteration 11Q: 3 clusters Score -717352.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -717381.437500 Penalty: 4234.641602
	Iteration 12Q: 3 clusters Score -717381.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -717411.125000 Penalty: 4234.641602
	Iteration 13Q: 3 clusters Score -717411.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -717442.062500 Penalty: 4234.641602
	Iteration 14Q: 3 clusters Score -717442.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -717474.812500 Penalty: 4234.641602
	Iteration 15Q: 3 clusters Score -717474.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -717499.000000 Penalty: 4234.641602
	Iteration 16Q: 3 clusters Score -717499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -717528.625000 Penalty: 4234.641602
	Iteration 17Q: 3 clusters Score -717528.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -717559.937500 Penalty: 4234.641602
	Iteration 18Q: 3 clusters Score -717559.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -717591.875000 Penalty: 4234.641602
	Iteration 19Q: 3 clusters Score -717591.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -717621.500000 Penalty: 4234.641602
	Iteration 20F: 3 clusters Score -717621.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -717649.000000 Penalty: 4234.641602
	Iteration 21Q: 3 clusters Score -717649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -717678.000000 Penalty: 4234.641602
	Iteration 22Q: 3 clusters Score -717678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -717713.937500 Penalty: 4234.641602
	Iteration 23Q: 3 clusters Score -717713.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -717742.625000 Penalty: 4234.641602
	Iteration 24Q: 3 clusters Score -717742.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -717786.187500 Penalty: 4234.641602
	Iteration 25Q: 3 clusters Score -717786.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -717835.812500 Penalty: 4234.641602
	Iteration 26Q: 3 clusters Score -717835.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -717883.562500 Penalty: 4234.641602
	Iteration 27Q: 3 clusters Score -717883.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -717939.875000 Penalty: 4234.641602
	Iteration 28Q: 3 clusters Score -717939.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -717998.187500 Penalty: 4234.641602
	Iteration 29Q: 3 clusters Score -717998.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -718076.750000 Penalty: 4234.641602
	Iteration 30Q: 3 clusters Score -718076.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -718155.000000 Penalty: 4234.641602
	Iteration 31Q: 3 clusters Score -718155 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -718219.062500 Penalty: 4234.641602
	Iteration 32Q: 3 clusters Score -718219.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -718280.187500 Penalty: 4234.641602
	Iteration 33Q: 3 clusters Score -718280.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -718335.062500 Penalty: 4234.641602
	Iteration 34Q: 3 clusters Score -718335.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -718384.562500 Penalty: 4234.641602
	Iteration 35Q: 3 clusters Score -718384.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -718428.875000 Penalty: 4234.641602
	Iteration 36Q: 3 clusters Score -718428.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -718476.125000 Penalty: 4234.641602
	Iteration 37Q: 3 clusters Score -718476.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -718509.687500 Penalty: 4234.641602
	Iteration 38Q: 3 clusters Score -718509.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -718526.250000 Penalty: 4234.641602
	Iteration 39Q: 3 clusters Score -718526.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -718543.187500 Penalty: 4234.641602
	Iteration 40F: 3 clusters Score -718543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -718556.375000 Penalty: 4234.641602
	Iteration 41Q: 3 clusters Score -718556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -718562.750000 Penalty: 4234.641602
	Iteration 42Q: 3 clusters Score -718562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -718567.562500 Penalty: 4234.641602
	Iteration 43Q: 3 clusters Score -718567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -718568.937500 Penalty: 4234.641602
	Iteration 44Q: 3 clusters Score -718568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -718570.812500 Penalty: 4234.641602
	Iteration 45Q: 3 clusters Score -718570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -718574.000000 Penalty: 4234.641602
	Iteration 46Q: 3 clusters Score -718574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -718574.937500 Penalty: 4234.641602
	Iteration 47Q: 3 clusters Score -718574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -718576.500000 Penalty: 4234.641602
	Iteration 48Q: 3 clusters Score -718576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -718579.687500 Penalty: 4234.641602
	Iteration 49Q: 3 clusters Score -718579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -718581.375000 Penalty: 4234.641602
	Iteration 50Q: 3 clusters Score -718581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -718581.375000 Penalty: 4234.641602
	Iteration 51F: 3 clusters Score -718581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26682.843750 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26682.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25631.306641 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25631.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25720.845703 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25720.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25747.603516 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -25747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25758.580078 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -25758.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25758.580078 Penalty: 2663.836426
	Iteration 4F: 3 clusters Score -25758.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -132106.031250 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -132106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130246.125000 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -130246.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130506.164062 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -130506.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130564.710938 Penalty: 3392.380371
	Iteration 2Q: 3 clusters Score -130564.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -130595.281250 Penalty: 3392.380371
	Iteration 3Q: 3 clusters Score -130595.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -130612.406250 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -130612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130627.835938 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -130627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -130643.507812 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -130643.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -130657.023438 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -130657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -130663.406250 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -130663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130666.562500 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -130666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -130668.546875 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -130668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -130669.265625 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -130669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130670.078125 Penalty: 3392.380371
	Iteration 12Q: 3 clusters Score -130670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130670.078125 Penalty: 3392.380371
	Iteration 13F: 3 clusters Score -130670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -238594.421875 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -238594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236201.703125 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -236201.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -236813.031250 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -236813 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -237076.812500 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -237076.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -237323.671875 Penalty: 3704.948486
	Iteration 3F: 3 clusters Score -237323.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237491.906250 Penalty: 3704.948486
	Iteration 4F: 3 clusters Score -237491.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -237618.296875 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -237618.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -237701.234375 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -237701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -237739.156250 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -237739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -237778.609375 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -237778.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -237813.843750 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -237813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -237835.171875 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -237835.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -237854.812500 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -237854.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -237871.203125 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -237871.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -237905.328125 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -237905.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -237962.593750 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -237962.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -238016.187500 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -238016.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -238041.875000 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -238041.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -238073.203125 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -238073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -238098.437500 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -238098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -238109.656250 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -238109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -238113.140625 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -238113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -238119.218750 Penalty: 3704.948486
	Iteration 21Q: 3 clusters Score -238119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -238120.218750 Penalty: 3704.948486
	Iteration 22Q: 3 clusters Score -238120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -238120.218750 Penalty: 3704.948486
	Iteration 23F: 3 clusters Score -238120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Entering Unmasked Estep 
Score: -2418417.250000 Penalty: 2399.933594
	Iteration 0F: 2 clusters Score -2418417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2406915.000000 Penalty: 4799.867188
	Iteration 0F: 3 clusters Score -2406915 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2410474.750000 Penalty: 4799.867188
	Iteration 1F: 3 clusters Score -2410475 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2410858.750000 Penalty: 4799.867188
	Iteration 2F: 3 clusters Score -2410859 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2411172.000000 Penalty: 4799.867188
	Iteration 3F: 3 clusters Score -2411172 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2411438.250000 Penalty: 4799.867188
	Iteration 4Q: 3 clusters Score -2411438 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2411719.500000 Penalty: 4799.867188
	Iteration 5Q: 3 clusters Score -2411720 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2412025.750000 Penalty: 4799.867188
	Iteration 6Q: 3 clusters Score -2412026 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2412346.750000 Penalty: 4799.867188
	Iteration 7Q: 3 clusters Score -2412347 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2412778.750000 Penalty: 4799.867188
	Iteration 8Q: 3 clusters Score -2412779 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2413365.500000 Penalty: 4799.867188
	Iteration 9F: 3 clusters Score -2413366 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2414014.250000 Penalty: 4799.867188
	Iteration 10F: 3 clusters Score -2414014 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2414646.500000 Penalty: 4799.867188
	Iteration 11Q: 3 clusters Score -2414646 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2415164.750000 Penalty: 4799.867188
	Iteration 12Q: 3 clusters Score -2415165 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2415516.500000 Penalty: 4799.867188
	Iteration 13Q: 3 clusters Score -2415516 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2415757.000000 Penalty: 4799.867188
	Iteration 14Q: 3 clusters Score -2415757 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2415891.250000 Penalty: 4799.867188
	Iteration 15Q: 3 clusters Score -2415891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2415996.250000 Penalty: 4799.867188
	Iteration 16Q: 3 clusters Score -2415996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2416072.250000 Penalty: 4799.867188
	Iteration 17Q: 3 clusters Score -2416072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2416136.750000 Penalty: 4799.867188
	Iteration 18Q: 3 clusters Score -2416137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2416187.000000 Penalty: 4799.867188
	Iteration 19Q: 3 clusters Score -2416187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2416245.250000 Penalty: 4799.867188
	Iteration 20F: 3 clusters Score -2416245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2416270.000000 Penalty: 4799.867188
	Iteration 21Q: 3 clusters Score -2416270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2416286.500000 Penalty: 4799.867188
	Iteration 22Q: 3 clusters Score -2416286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2416297.500000 Penalty: 4799.867188
	Iteration 23Q: 3 clusters Score -2416298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2416305.000000 Penalty: 4799.867188
	Iteration 24Q: 3 clusters Score -2416305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2416312.250000 Penalty: 4799.867188
	Iteration 25Q: 3 clusters Score -2416312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2416316.000000 Penalty: 4799.867188
	Iteration 26Q: 3 clusters Score -2416316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2416315.500000 Penalty: 4799.867188
	Iteration 27Q: 3 clusters Score -2416316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2416315.500000 Penalty: 4799.867188
	Iteration 28F: 3 clusters Score -2416316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -398529.250000 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -398529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -395372.562500 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -395372.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -395996.218750 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -395996.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -396136.062500 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -396136.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -396218.750000 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -396218.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -396291.281250 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -396291.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -396347.468750 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -396347.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -396381.281250 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -396381.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -396410.718750 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -396410.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -396433.406250 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -396433.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -396458.843750 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -396458.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -396485.093750 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -396485.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -396508.125000 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -396508.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -396529.781250 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -396529.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -396548.156250 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -396548.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -396568.531250 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -396568.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -396589.562500 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -396589.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -396612.312500 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -396612.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -396629.437500 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -396629.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -396648.062500 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -396648.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -396663.656250 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -396663.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -396680.156250 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -396680.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -396693.625000 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -396693.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -396711.906250 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -396711.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -396729.031250 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -396729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -396741.468750 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -396741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -396750.406250 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -396750.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -396754.718750 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -396754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -396763.812500 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -396763.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -396772.000000 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -396772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -396778.656250 Penalty: 3927.639893
	Iteration 29Q: 3 clusters Score -396778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -396785.125000 Penalty: 3927.639893
	Iteration 30Q: 3 clusters Score -396785.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -396792.468750 Penalty: 3927.639893
	Iteration 31Q: 3 clusters Score -396792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -396796.031250 Penalty: 3927.639893
	Iteration 32Q: 3 clusters Score -396796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -396796.656250 Penalty: 3927.639893
	Iteration 33Q: 3 clusters Score -396796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -396799.312500 Penalty: 3927.639893
	Iteration 34Q: 3 clusters Score -396799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -396801.125000 Penalty: 3927.639893
	Iteration 35Q: 3 clusters Score -396801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -396802.093750 Penalty: 3927.639893
	Iteration 36Q: 3 clusters Score -396802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -396802.468750 Penalty: 3927.639893
	Iteration 37Q: 3 clusters Score -396802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -396802.468750 Penalty: 3927.639893
	Iteration 38F: 3 clusters Score -396802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -338196.218750 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -338196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -335356.812500 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -335356.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -335930.656250 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -335930.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -336122.062500 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -336122.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -336298.500000 Penalty: 3839.584961
	Iteration 3F: 3 clusters Score -336298.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -336442.906250 Penalty: 3839.584961
	Iteration 4F: 3 clusters Score -336442.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -336550.125000 Penalty: 3839.584961
	Iteration 5Q: 3 clusters Score -336550.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -336622.843750 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -336622.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -336713.437500 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -336713.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -336783.968750 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -336784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -336835.343750 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -336835.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -336866.812500 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -336866.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -336891.312500 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -336891.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -336906.843750 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -336906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -336915.031250 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -336915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -336922.218750 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -336922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -336927.250000 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -336927.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -336934.687500 Penalty: 3839.584961
	Iteration 16Q: 3 clusters Score -336934.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -336943.093750 Penalty: 3839.584961
	Iteration 17Q: 3 clusters Score -336943.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -336951.812500 Penalty: 3839.584961
	Iteration 18Q: 3 clusters Score -336951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -336956.656250 Penalty: 3839.584961
	Iteration 19Q: 3 clusters Score -336956.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -336962.093750 Penalty: 3839.584961
	Iteration 20F: 3 clusters Score -336962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -336967.531250 Penalty: 3839.584961
	Iteration 21Q: 3 clusters Score -336967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -336972.812500 Penalty: 3839.584961
	Iteration 22Q: 3 clusters Score -336972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -336978.750000 Penalty: 3839.584961
	Iteration 23Q: 3 clusters Score -336978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -336984.468750 Penalty: 3839.584961
	Iteration 24Q: 3 clusters Score -336984.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -336989.500000 Penalty: 3839.584961
	Iteration 25Q: 3 clusters Score -336989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -336992.312500 Penalty: 3839.584961
	Iteration 26Q: 3 clusters Score -336992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -336997.187500 Penalty: 3839.584961
	Iteration 27Q: 3 clusters Score -336997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -337001.406250 Penalty: 3839.584961
	Iteration 28Q: 3 clusters Score -337001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -337003.468750 Penalty: 3839.584961
	Iteration 29Q: 3 clusters Score -337003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -337005.406250 Penalty: 3839.584961
	Iteration 30Q: 3 clusters Score -337005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -337006.187500 Penalty: 3839.584961
	Iteration 31Q: 3 clusters Score -337006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337006.125000 Penalty: 3839.584961
	Iteration 32Q: 3 clusters Score -337006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337006.125000 Penalty: 3839.584961
	Iteration 33F: 3 clusters Score -337006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -96335.492188 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -96335.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94630.750000 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -94630.75 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94957.460938 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -94957.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95084.375000 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -95084.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95204.367188 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -95204.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95301.414062 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -95301.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95392.828125 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -95392.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95509.898438 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -95509.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95581.015625 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -95581.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95643.320312 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -95643.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95693.312500 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -95693.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95727.593750 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -95727.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95761.257812 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -95761.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95798.148438 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -95798.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95852.335938 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -95852.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95917.492188 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -95917.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95942.101562 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -95942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95961.898438 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -95961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95973.546875 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -95973.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95983.179688 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -95983.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95985.796875 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -95985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95987.921875 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -95987.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95996.312500 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -95996.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96010.898438 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -96010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96016.984375 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -96016.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96020.546875 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -96020.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -96023.804688 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -96023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96025.359375 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -96025.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96026.484375 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -96026.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96027.429688 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -96027.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96028.953125 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -96028.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96032.835938 Penalty: 3282.231934
	Iteration 30Q: 3 clusters Score -96032.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96032.835938 Penalty: 3282.231934
	Iteration 31F: 3 clusters Score -96032.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -35289.984375 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -35289.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34134.203125 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -34134.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34450.617188 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -34450.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34642.105469 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -34642.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -34768.515625 Penalty: 2874.844727
	Iteration 3F: 3 clusters Score -34768.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -34822.234375 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -34822.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -34841.667969 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -34841.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -34891.773438 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -34891.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34955.371094 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -34955.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34965.554688 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -34965.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34965.554688 Penalty: 2874.844727
	Iteration 9F: 3 clusters Score -34965.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -35550.398438 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -35550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34361.535156 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -34361.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34475.082031 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -34475.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34493.882812 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -34493.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34509.757812 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -34509.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34511.886719 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -34511.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34516.679688 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -34516.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34516.679688 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -34516.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Entering Unmasked Estep 
Score: -5048156.000000 Penalty: 2589.238525
	Iteration 0F: 2 clusters Score -5048156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5024967.500000 Penalty: 5178.477051
	Iteration 0F: 3 clusters Score -5024968 nChanged 15466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5033418.500000 Penalty: 5178.477051
	Iteration 1F: 3 clusters Score -5033418 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5033913.000000 Penalty: 5178.477051
	Iteration 2Q: 3 clusters Score -5033913 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -5034324.500000 Penalty: 5178.477051
	Iteration 3Q: 3 clusters Score -5034324 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -5034724.500000 Penalty: 5178.477051
	Iteration 4Q: 3 clusters Score -5034724 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5035122.000000 Penalty: 5178.477051
	Iteration 5Q: 3 clusters Score -5035122 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -5035588.500000 Penalty: 5178.477051
	Iteration 6Q: 3 clusters Score -5035588 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5036186.500000 Penalty: 5178.477051
	Iteration 7Q: 3 clusters Score -5036186 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5037000.000000 Penalty: 5178.477051
	Iteration 8Q: 3 clusters Score -5037000 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5037880.500000 Penalty: 5178.477051
	Iteration 9Q: 3 clusters Score -5037880 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -5038854.500000 Penalty: 5178.477051
	Iteration 10Q: 3 clusters Score -5038854 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5039720.000000 Penalty: 5178.477051
	Iteration 11Q: 3 clusters Score -5039720 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5040326.000000 Penalty: 5178.477051
	Iteration 12Q: 3 clusters Score -5040326 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -5040659.000000 Penalty: 5178.477051
	Iteration 13Q: 3 clusters Score -5040659 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5040862.500000 Penalty: 5178.477051
	Iteration 14Q: 3 clusters Score -5040862 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -5040946.500000 Penalty: 5178.477051
	Iteration 15Q: 3 clusters Score -5040946 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5041050.500000 Penalty: 5178.477051
	Iteration 16Q: 3 clusters Score -5041050 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5041142.500000 Penalty: 5178.477051
	Iteration 17Q: 3 clusters Score -5041142 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -5041211.000000 Penalty: 5178.477051
	Iteration 18Q: 3 clusters Score -5041211 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -5041269.500000 Penalty: 5178.477051
	Iteration 19Q: 3 clusters Score -5041270 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5041342.500000 Penalty: 5178.477051
	Iteration 20F: 3 clusters Score -5041342 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -5041392.000000 Penalty: 5178.477051
	Iteration 21Q: 3 clusters Score -5041392 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -5041483.000000 Penalty: 5178.477051
	Iteration 22Q: 3 clusters Score -5041483 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5041570.500000 Penalty: 5178.477051
	Iteration 23Q: 3 clusters Score -5041570 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5041609.500000 Penalty: 5178.477051
	Iteration 24Q: 3 clusters Score -5041610 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -5041688.500000 Penalty: 5178.477051
	Iteration 25Q: 3 clusters Score -5041688 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -5041756.500000 Penalty: 5178.477051
	Iteration 26Q: 3 clusters Score -5041756 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -5041849.000000 Penalty: 5178.477051
	Iteration 27Q: 3 clusters Score -5041849 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -5041950.000000 Penalty: 5178.477051
	Iteration 28Q: 3 clusters Score -5041950 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5042073.500000 Penalty: 5178.477051
	Iteration 29Q: 3 clusters Score -5042074 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5042233.000000 Penalty: 5178.477051
	Iteration 30Q: 3 clusters Score -5042233 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -5042341.500000 Penalty: 5178.477051
	Iteration 31Q: 3 clusters Score -5042342 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5042498.000000 Penalty: 5178.477051
	Iteration 32Q: 3 clusters Score -5042498 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -5042618.500000 Penalty: 5178.477051
	Iteration 33Q: 3 clusters Score -5042618 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -5042796.000000 Penalty: 5178.477051
	Iteration 34Q: 3 clusters Score -5042796 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -5042996.500000 Penalty: 5178.477051
	Iteration 35Q: 3 clusters Score -5042996 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5043228.500000 Penalty: 5178.477051
	Iteration 36Q: 3 clusters Score -5043228 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -5043459.000000 Penalty: 5178.477051
	Iteration 37Q: 3 clusters Score -5043459 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -5043698.500000 Penalty: 5178.477051
	Iteration 38Q: 3 clusters Score -5043698 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5043923.500000 Penalty: 5178.477051
	Iteration 39Q: 3 clusters Score -5043924 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5044159.000000 Penalty: 5178.477051
	Iteration 40F: 3 clusters Score -5044159 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5044346.000000 Penalty: 5178.477051
	Iteration 41Q: 3 clusters Score -5044346 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5044528.500000 Penalty: 5178.477051
	Iteration 42Q: 3 clusters Score -5044528 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5044709.000000 Penalty: 5178.477051
	Iteration 43Q: 3 clusters Score -5044709 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5044862.000000 Penalty: 5178.477051
	Iteration 44Q: 3 clusters Score -5044862 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5044992.000000 Penalty: 5178.477051
	Iteration 45Q: 3 clusters Score -5044992 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5045089.000000 Penalty: 5178.477051
	Iteration 46Q: 3 clusters Score -5045089 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5045209.500000 Penalty: 5178.477051
	Iteration 47Q: 3 clusters Score -5045210 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5045293.000000 Penalty: 5178.477051
	Iteration 48Q: 3 clusters Score -5045293 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5045400.500000 Penalty: 5178.477051
	Iteration 49Q: 3 clusters Score -5045400 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5045506.000000 Penalty: 5178.477051
	Iteration 50Q: 3 clusters Score -5045506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5045594.500000 Penalty: 5178.477051
	Iteration 51Q: 3 clusters Score -5045594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5045678.500000 Penalty: 5178.477051
	Iteration 52Q: 3 clusters Score -5045678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5045731.000000 Penalty: 5178.477051
	Iteration 53Q: 3 clusters Score -5045731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5045773.500000 Penalty: 5178.477051
	Iteration 54Q: 3 clusters Score -5045774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5045811.500000 Penalty: 5178.477051
	Iteration 55Q: 3 clusters Score -5045812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5045852.000000 Penalty: 5178.477051
	Iteration 56Q: 3 clusters Score -5045852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5045868.000000 Penalty: 5178.477051
	Iteration 57Q: 3 clusters Score -5045868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5045879.000000 Penalty: 5178.477051
	Iteration 58Q: 3 clusters Score -5045879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5045894.500000 Penalty: 5178.477051
	Iteration 59Q: 3 clusters Score -5045894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5045891.000000 Penalty: 5178.477051
	Iteration 60F: 3 clusters Score -5045891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5045905.000000 Penalty: 5178.477051
	Iteration 61Q: 3 clusters Score -5045905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5045904.500000 Penalty: 5178.477051
	Iteration 62Q: 3 clusters Score -5045904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5045906.500000 Penalty: 5178.477051
	Iteration 63Q: 3 clusters Score -5045906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5045916.000000 Penalty: 5178.477051
	Iteration 64Q: 3 clusters Score -5045916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5045916.500000 Penalty: 5178.477051
	Iteration 65Q: 3 clusters Score -5045916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5045928.000000 Penalty: 5178.477051
	Iteration 66Q: 3 clusters Score -5045928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5045937.500000 Penalty: 5178.477051
	Iteration 67Q: 3 clusters Score -5045938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5045937.500000 Penalty: 5178.477051
	Iteration 68Q: 3 clusters Score -5045938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5045942.000000 Penalty: 5178.477051
	Iteration 69Q: 3 clusters Score -5045942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5045949.000000 Penalty: 5178.477051
	Iteration 70Q: 3 clusters Score -5045949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5045956.500000 Penalty: 5178.477051
	Iteration 71Q: 3 clusters Score -5045956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5045955.000000 Penalty: 5178.477051
	Iteration 72Q: 3 clusters Score -5045955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5045951.000000 Penalty: 5178.477051
	Iteration 73Q: 3 clusters Score -5045951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5045956.500000 Penalty: 5178.477051
	Iteration 74Q: 3 clusters Score -5045956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5045955.500000 Penalty: 5178.477051
	Iteration 75Q: 3 clusters Score -5045956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5045955.000000 Penalty: 5178.477051
	Iteration 76Q: 3 clusters Score -5045955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5045971.000000 Penalty: 5178.477051
	Iteration 77Q: 3 clusters Score -5045971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5045969.000000 Penalty: 5178.477051
	Iteration 78Q: 3 clusters Score -5045969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5045973.000000 Penalty: 5178.477051
	Iteration 79Q: 3 clusters Score -5045973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5045972.500000 Penalty: 5178.477051
	Iteration 80F: 3 clusters Score -5045972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5045974.000000 Penalty: 5178.477051
	Iteration 81Q: 3 clusters Score -5045974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5045970.000000 Penalty: 5178.477051
	Iteration 82Q: 3 clusters Score -5045970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5045973.500000 Penalty: 5178.477051
	Iteration 83Q: 3 clusters Score -5045974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5045979.500000 Penalty: 5178.477051
	Iteration 84Q: 3 clusters Score -5045980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5045979.500000 Penalty: 5178.477051
	Iteration 85F: 3 clusters Score -5045980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -518586.312500 Penalty: 2030.312256
	Iteration 0F: 2 clusters Score -518586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -514985.718750 Penalty: 4060.624512
	Iteration 0F: 3 clusters Score -514985.7 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -515707.250000 Penalty: 4060.624512
	Iteration 1F: 3 clusters Score -515707.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -515896.875000 Penalty: 4060.624512
	Iteration 2F: 3 clusters Score -515896.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -515989.750000 Penalty: 4060.624512
	Iteration 3Q: 3 clusters Score -515989.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -516056.750000 Penalty: 4060.624512
	Iteration 4Q: 3 clusters Score -516056.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -516100.937500 Penalty: 4060.624512
	Iteration 5Q: 3 clusters Score -516100.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -516143.812500 Penalty: 4060.624512
	Iteration 6Q: 3 clusters Score -516143.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -516170.750000 Penalty: 4060.624512
	Iteration 7Q: 3 clusters Score -516170.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -516195.500000 Penalty: 4060.624512
	Iteration 8Q: 3 clusters Score -516195.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -516224.250000 Penalty: 4060.624512
	Iteration 9Q: 3 clusters Score -516224.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -516254.531250 Penalty: 4060.624512
	Iteration 10Q: 3 clusters Score -516254.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -516282.937500 Penalty: 4060.624512
	Iteration 11Q: 3 clusters Score -516282.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -516303.750000 Penalty: 4060.624512
	Iteration 12Q: 3 clusters Score -516303.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -516327.312500 Penalty: 4060.624512
	Iteration 13Q: 3 clusters Score -516327.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -516357.125000 Penalty: 4060.624512
	Iteration 14Q: 3 clusters Score -516357.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -516383.093750 Penalty: 4060.624512
	Iteration 15Q: 3 clusters Score -516383.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -516414.562500 Penalty: 4060.624512
	Iteration 16Q: 3 clusters Score -516414.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -516434.312500 Penalty: 4060.624512
	Iteration 17Q: 3 clusters Score -516434.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -516453.531250 Penalty: 4060.624512
	Iteration 18Q: 3 clusters Score -516453.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -516471.312500 Penalty: 4060.624512
	Iteration 19Q: 3 clusters Score -516471.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -516492.437500 Penalty: 4060.624512
	Iteration 20F: 3 clusters Score -516492.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -516511.968750 Penalty: 4060.624512
	Iteration 21Q: 3 clusters Score -516512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -516529.093750 Penalty: 4060.624512
	Iteration 22Q: 3 clusters Score -516529.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -516541.500000 Penalty: 4060.624512
	Iteration 23Q: 3 clusters Score -516541.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -516550.281250 Penalty: 4060.624512
	Iteration 24Q: 3 clusters Score -516550.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -516560.093750 Penalty: 4060.624512
	Iteration 25Q: 3 clusters Score -516560.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -516569.687500 Penalty: 4060.624512
	Iteration 26Q: 3 clusters Score -516569.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -516579.500000 Penalty: 4060.624512
	Iteration 27Q: 3 clusters Score -516579.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -516592.906250 Penalty: 4060.624512
	Iteration 28Q: 3 clusters Score -516592.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -516602.187500 Penalty: 4060.624512
	Iteration 29Q: 3 clusters Score -516602.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -516610.593750 Penalty: 4060.624512
	Iteration 30Q: 3 clusters Score -516610.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -516623.250000 Penalty: 4060.624512
	Iteration 31Q: 3 clusters Score -516623.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -516633.062500 Penalty: 4060.624512
	Iteration 32Q: 3 clusters Score -516633.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -516648.468750 Penalty: 4060.624512
	Iteration 33Q: 3 clusters Score -516648.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -516662.125000 Penalty: 4060.624512
	Iteration 34Q: 3 clusters Score -516662.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -516673.843750 Penalty: 4060.624512
	Iteration 35Q: 3 clusters Score -516673.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -516687.656250 Penalty: 4060.624512
	Iteration 36Q: 3 clusters Score -516687.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -516701.625000 Penalty: 4060.624512
	Iteration 37Q: 3 clusters Score -516701.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -516722.968750 Penalty: 4060.624512
	Iteration 38Q: 3 clusters Score -516723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -516755.343750 Penalty: 4060.624512
	Iteration 39Q: 3 clusters Score -516755.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -516788.687500 Penalty: 4060.624512
	Iteration 40F: 3 clusters Score -516788.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -516833.875000 Penalty: 4060.624512
	Iteration 41Q: 3 clusters Score -516833.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -516886.906250 Penalty: 4060.624512
	Iteration 42Q: 3 clusters Score -516886.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -516956.625000 Penalty: 4060.624512
	Iteration 43Q: 3 clusters Score -516956.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -517027.781250 Penalty: 4060.624512
	Iteration 44Q: 3 clusters Score -517027.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -517076.968750 Penalty: 4060.624512
	Iteration 45Q: 3 clusters Score -517077 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -517118.156250 Penalty: 4060.624512
	Iteration 46Q: 3 clusters Score -517118.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -517149.500000 Penalty: 4060.624512
	Iteration 47Q: 3 clusters Score -517149.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -517175.281250 Penalty: 4060.624512
	Iteration 48Q: 3 clusters Score -517175.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -517201.312500 Penalty: 4060.624512
	Iteration 49Q: 3 clusters Score -517201.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -517227.375000 Penalty: 4060.624512
	Iteration 50Q: 3 clusters Score -517227.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -517257.156250 Penalty: 4060.624512
	Iteration 51Q: 3 clusters Score -517257.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -517285.187500 Penalty: 4060.624512
	Iteration 52Q: 3 clusters Score -517285.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -517314.593750 Penalty: 4060.624512
	Iteration 53Q: 3 clusters Score -517314.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -517360.968750 Penalty: 4060.624512
	Iteration 54Q: 3 clusters Score -517361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -517425.031250 Penalty: 4060.624512
	Iteration 55Q: 3 clusters Score -517425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -517508.687500 Penalty: 4060.624512
	Iteration 56Q: 3 clusters Score -517508.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -517595.187500 Penalty: 4060.624512
	Iteration 57Q: 3 clusters Score -517595.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -517693.562500 Penalty: 4060.624512
	Iteration 58Q: 3 clusters Score -517693.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -517777.875000 Penalty: 4060.624512
	Iteration 59Q: 3 clusters Score -517777.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -517832.843750 Penalty: 4060.624512
	Iteration 60F: 3 clusters Score -517832.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -517878.031250 Penalty: 4060.624512
	Iteration 61Q: 3 clusters Score -517878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -517906.125000 Penalty: 4060.624512
	Iteration 62Q: 3 clusters Score -517906.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -517916.437500 Penalty: 4060.624512
	Iteration 63Q: 3 clusters Score -517916.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -517923.625000 Penalty: 4060.624512
	Iteration 64Q: 3 clusters Score -517923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -517927.343750 Penalty: 4060.624512
	Iteration 65Q: 3 clusters Score -517927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -517929.125000 Penalty: 4060.624512
	Iteration 66Q: 3 clusters Score -517929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -517929.125000 Penalty: 4060.624512
	Iteration 67F: 3 clusters Score -517929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -91814.726562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -91814.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90103.875000 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -90103.88 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90379.640625 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -90379.64 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90526.953125 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -90526.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90628.539062 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -90628.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90746.671875 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -90746.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90902.804688 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -90902.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91047.226562 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -91047.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91182.085938 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -91182.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91341.281250 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -91341.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91434.968750 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -91434.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91478.343750 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -91478.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91503.921875 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -91503.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91518.210938 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -91518.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91523.781250 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -91523.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91526.968750 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -91526.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91531.484375 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -91531.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91531.484375 Penalty: 3267.424805
	Iteration 16F: 3 clusters Score -91531.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -77220.929688 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -77220.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75569.132812 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -75569.13 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75869.820312 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -75869.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76016.406250 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -76016.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76128.156250 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -76128.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76219.375000 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -76219.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76304.710938 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -76304.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76364.023438 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -76364.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76421.781250 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -76421.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76481.312500 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -76481.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76511.226562 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -76511.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76516.835938 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -76516.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76518.125000 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -76518.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76527.015625 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -76527.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76527.015625 Penalty: 3235.687012
	Iteration 13F: 3 clusters Score -76527.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -347495.625000 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -347495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -344632.031250 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -344632 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -345183.781250 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -345183.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -345330.093750 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -345330.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -345415.875000 Penalty: 3861.717529
	Iteration 3Q: 3 clusters Score -345415.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -345463.375000 Penalty: 3861.717529
	Iteration 4Q: 3 clusters Score -345463.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -345494.812500 Penalty: 3861.717529
	Iteration 5Q: 3 clusters Score -345494.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -345516.718750 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -345516.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -345530.375000 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -345530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -345538.281250 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -345538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -345545.750000 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -345545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -345549.375000 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -345549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -345552.031250 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -345552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -345554.031250 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -345554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -345555.312500 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -345555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -345556.062500 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -345556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -345557.218750 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -345557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -345557.906250 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -345557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -345559.000000 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -345559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345561.187500 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -345561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -345564.468750 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -345564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -345568.812500 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -345568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -345573.156250 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -345573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -345577.218750 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -345577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -345580.281250 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -345580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -345582.718750 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -345582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -345583.125000 Penalty: 3861.717529
	Iteration 25Q: 3 clusters Score -345583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -345583.125000 Penalty: 3861.717529
	Iteration 26F: 3 clusters Score -345583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35097.421875 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -35097.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33829.425781 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -33829.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33957.734375 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -33957.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34009.105469 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -34009.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34030.093750 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -34030.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34043.777344 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -34043.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34056.988281 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -34056.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34078.500000 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -34078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34078.500000 Penalty: 2785.918457
	Iteration 7F: 3 clusters Score -34078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195387 members 
Mstep: Class 14 contains 62701 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144451 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15949 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34217 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487872.000000 Penalty: 116329.945312
Iteration 239Q: 36 clusters Score -9.548787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 4213 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195396 members 
Mstep: Class 14 contains 62701 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144437 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15950 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34216 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487840.000000 Penalty: 116329.945312
Iteration 240F: 36 clusters Score -9.548784e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16529 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195395 members 
Mstep: Class 14 contains 62700 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144434 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15951 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34217 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487824.000000 Penalty: 116329.945312
Iteration 241Q: 36 clusters Score -9.548782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16530 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195398 members 
Mstep: Class 14 contains 62701 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144428 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15952 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34213 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 242Q: 36 clusters Score -9.548778e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195398 members 
Mstep: Class 14 contains 62699 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144432 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15951 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34210 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487824.000000 Penalty: 116329.945312
Iteration 243Q: 36 clusters Score -9.548782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195398 members 
Mstep: Class 14 contains 62697 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144436 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15951 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34206 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487800.000000 Penalty: 116329.945312
Iteration 244Q: 36 clusters Score -9.54878e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195400 members 
Mstep: Class 14 contains 62695 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144434 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15951 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34205 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487816.000000 Penalty: 116329.945312
Iteration 245Q: 36 clusters Score -9.548782e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195410 members 
Mstep: Class 14 contains 62692 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144430 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15949 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34199 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487784.000000 Penalty: 116329.945312
Iteration 246Q: 36 clusters Score -9.548778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195407 members 
Mstep: Class 14 contains 62692 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144434 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15947 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34195 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487904.000000 Penalty: 116329.945312
Iteration 247Q: 36 clusters Score -9.54879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195409 members 
Mstep: Class 14 contains 62691 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144440 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15943 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34191 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487808.000000 Penalty: 116329.945312
Iteration 248Q: 36 clusters Score -9.548781e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195405 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144451 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15940 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34191 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487760.000000 Penalty: 116329.945312
Iteration 249Q: 36 clusters Score -9.548776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16532 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195400 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144451 members 
Mstep: Class 19 contains 24555 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15942 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34192 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487744.000000 Penalty: 116329.945312
Iteration 250Q: 36 clusters Score -9.548774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12663 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195396 members 
Mstep: Class 14 contains 62688 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144455 members 
Mstep: Class 19 contains 24556 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15937 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34192 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 251Q: 36 clusters Score -9.548778e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12662 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195389 members 
Mstep: Class 14 contains 62688 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144462 members 
Mstep: Class 19 contains 24557 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15935 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34191 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487752.000000 Penalty: 116329.945312
Iteration 252Q: 36 clusters Score -9.548775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12662 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 47921 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195391 members 
Mstep: Class 14 contains 62688 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 144470 members 
Mstep: Class 19 contains 24557 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15930 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34188 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487752.000000 Penalty: 116329.945312
Iteration 253Q: 36 clusters Score -9.548775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12662 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4249 members 
Mstep: Class 11 contains 47921 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195397 members 
Mstep: Class 14 contains 62688 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 144463 members 
Mstep: Class 19 contains 24558 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15929 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34185 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487760.000000 Penalty: 116329.945312
Iteration 254Q: 36 clusters Score -9.548776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10307 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12663 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4252 members 
Mstep: Class 11 contains 47921 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195394 members 
Mstep: Class 14 contains 62689 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 144466 members 
Mstep: Class 19 contains 24559 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15929 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34182 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487808.000000 Penalty: 116329.945312
Iteration 255Q: 36 clusters Score -9.548781e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12660 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 47920 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195397 members 
Mstep: Class 14 contains 62689 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7353 members 
Mstep: Class 18 contains 144464 members 
Mstep: Class 19 contains 24564 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15927 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34180 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487800.000000 Penalty: 116329.945312
Iteration 256Q: 36 clusters Score -9.54878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 25413 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 47920 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195392 members 
Mstep: Class 14 contains 62689 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 144475 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15920 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34178 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 257Q: 36 clusters Score -9.548778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 25416 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12656 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47920 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195389 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7351 members 
Mstep: Class 18 contains 144486 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15913 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34176 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487816.000000 Penalty: 116329.945312
Iteration 258Q: 36 clusters Score -9.548782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16532 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47920 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195389 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144496 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15907 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34178 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487744.000000 Penalty: 116329.945312
Iteration 259Q: 36 clusters Score -9.548774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47919 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195389 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7348 members 
Mstep: Class 18 contains 144496 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15904 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487768.000000 Penalty: 116329.945312
Iteration 260F: 36 clusters Score -9.548777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47919 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195393 members 
Mstep: Class 14 contains 62688 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7348 members 
Mstep: Class 18 contains 144491 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15903 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34180 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487760.000000 Penalty: 116329.945312
Iteration 261Q: 36 clusters Score -9.548776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47919 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195400 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144487 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15900 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34180 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487760.000000 Penalty: 116329.945312
Iteration 262Q: 36 clusters Score -9.548776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47918 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195405 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144487 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15897 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34180 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 263Q: 36 clusters Score -9.548778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47918 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195411 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144482 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15897 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34180 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487760.000000 Penalty: 116329.945312
Iteration 264Q: 36 clusters Score -9.548776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195415 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144483 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15896 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34180 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487704.000000 Penalty: 116329.945312
Iteration 265Q: 36 clusters Score -9.54877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195424 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144476 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5097 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15895 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487736.000000 Penalty: 116329.945312
Iteration 266Q: 36 clusters Score -9.548774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195425 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144474 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15894 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487760.000000 Penalty: 116329.945312
Iteration 267Q: 36 clusters Score -9.548776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47916 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195433 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144466 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15894 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487800.000000 Penalty: 116329.945312
Iteration 268Q: 36 clusters Score -9.54878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195436 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144464 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15894 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487792.000000 Penalty: 116329.945312
Iteration 269Q: 36 clusters Score -9.548779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195439 members 
Mstep: Class 14 contains 62685 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144460 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15894 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2303 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487792.000000 Penalty: 116329.945312
Iteration 270Q: 36 clusters Score -9.548779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195444 members 
Mstep: Class 14 contains 62685 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144455 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487784.000000 Penalty: 116329.945312
Iteration 271Q: 36 clusters Score -9.548778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195448 members 
Mstep: Class 14 contains 62685 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144451 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487768.000000 Penalty: 116329.945312
Iteration 272Q: 36 clusters Score -9.548777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195451 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144446 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487752.000000 Penalty: 116329.945312
Iteration 273Q: 36 clusters Score -9.548775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195450 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144445 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 274Q: 36 clusters Score -9.548778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195450 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144444 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487768.000000 Penalty: 116329.945312
Iteration 275Q: 36 clusters Score -9.548777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195449 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144445 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487768.000000 Penalty: 116329.945312
Iteration 276Q: 36 clusters Score -9.548777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195450 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144444 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 277Q: 36 clusters Score -9.548778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195452 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144442 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 278Q: 36 clusters Score -9.548778e+07 nChanged 1
Entering ConstructFrom: 
Score: -95487776.000000 Penalty: 116329.945312
Entering ConstructFrom: 
Trying to split cluster 1 (10926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Entering Unmasked Estep 
Score: -1568660.625000 Penalty: 2306.127441
	Iteration 0F: 2 clusters Score -1568661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1560375.500000 Penalty: 4612.254883
	Iteration 0F: 3 clusters Score -1560376 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1562877.750000 Penalty: 4612.254883
	Iteration 1F: 3 clusters Score -1562878 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1563198.000000 Penalty: 4612.254883
	Iteration 2F: 3 clusters Score -1563198 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1563446.875000 Penalty: 4612.254883
	Iteration 3Q: 3 clusters Score -1563447 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1563672.125000 Penalty: 4612.254883
	Iteration 4Q: 3 clusters Score -1563672 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1563907.250000 Penalty: 4612.254883
	Iteration 5Q: 3 clusters Score -1563907 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1564122.750000 Penalty: 4612.254883
	Iteration 6Q: 3 clusters Score -1564123 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1564350.375000 Penalty: 4612.254883
	Iteration 7Q: 3 clusters Score -1564350 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1564575.250000 Penalty: 4612.254883
	Iteration 8Q: 3 clusters Score -1564575 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1564855.625000 Penalty: 4612.254883
	Iteration 9Q: 3 clusters Score -1564856 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1565184.875000 Penalty: 4612.254883
	Iteration 10Q: 3 clusters Score -1565185 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1565509.875000 Penalty: 4612.254883
	Iteration 11Q: 3 clusters Score -1565510 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1565868.125000 Penalty: 4612.254883
	Iteration 12Q: 3 clusters Score -1565868 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1566280.500000 Penalty: 4612.254883
	Iteration 13Q: 3 clusters Score -1566280 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1566669.375000 Penalty: 4612.254883
	Iteration 14Q: 3 clusters Score -1566669 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1566930.000000 Penalty: 4612.254883
	Iteration 15Q: 3 clusters Score -1566930 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1567066.875000 Penalty: 4612.254883
	Iteration 16Q: 3 clusters Score -1567067 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1567151.500000 Penalty: 4612.254883
	Iteration 17Q: 3 clusters Score -1567152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1567203.500000 Penalty: 4612.254883
	Iteration 18Q: 3 clusters Score -1567204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1567231.000000 Penalty: 4612.254883
	Iteration 19Q: 3 clusters Score -1567231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1567256.375000 Penalty: 4612.254883
	Iteration 20F: 3 clusters Score -1567256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1567271.625000 Penalty: 4612.254883
	Iteration 21Q: 3 clusters Score -1567272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1567285.500000 Penalty: 4612.254883
	Iteration 22Q: 3 clusters Score -1567286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1567297.000000 Penalty: 4612.254883
	Iteration 23Q: 3 clusters Score -1567297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1567307.500000 Penalty: 4612.254883
	Iteration 24Q: 3 clusters Score -1567308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1567312.375000 Penalty: 4612.254883
	Iteration 25Q: 3 clusters Score -1567312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1567315.250000 Penalty: 4612.254883
	Iteration 26Q: 3 clusters Score -1567315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1567316.750000 Penalty: 4612.254883
	Iteration 27Q: 3 clusters Score -1567317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1567317.000000 Penalty: 4612.254883
	Iteration 28Q: 3 clusters Score -1567317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1567321.125000 Penalty: 4612.254883
	Iteration 29Q: 3 clusters Score -1567321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1567325.375000 Penalty: 4612.254883
	Iteration 30Q: 3 clusters Score -1567325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1567330.375000 Penalty: 4612.254883
	Iteration 31Q: 3 clusters Score -1567330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1567334.000000 Penalty: 4612.254883
	Iteration 32Q: 3 clusters Score -1567334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1567341.625000 Penalty: 4612.254883
	Iteration 33Q: 3 clusters Score -1567342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1567337.125000 Penalty: 4612.254883
	Iteration 34Q: 3 clusters Score -1567337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1567339.125000 Penalty: 4612.254883
	Iteration 35Q: 3 clusters Score -1567339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1567341.250000 Penalty: 4612.254883
	Iteration 36Q: 3 clusters Score -1567341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1567342.875000 Penalty: 4612.254883
	Iteration 37Q: 3 clusters Score -1567343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1567342.875000 Penalty: 4612.254883
	Iteration 38F: 3 clusters Score -1567343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Entering Unmasked Estep 
Score: -3541572.750000 Penalty: 2515.506836
	Iteration 0F: 2 clusters Score -3541573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3524002.750000 Penalty: 5031.013672
	Iteration 0F: 3 clusters Score -3524003 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3530204.000000 Penalty: 5031.013672
	Iteration 1F: 3 clusters Score -3530204 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3530775.750000 Penalty: 5031.013672
	Iteration 2F: 3 clusters Score -3530776 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3531363.250000 Penalty: 5031.013672
	Iteration 3F: 3 clusters Score -3531363 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3532090.500000 Penalty: 5031.013672
	Iteration 4F: 3 clusters Score -3532090 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3533048.500000 Penalty: 5031.013672
	Iteration 5F: 3 clusters Score -3533048 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3534235.750000 Penalty: 5031.013672
	Iteration 6F: 3 clusters Score -3534236 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3535496.750000 Penalty: 5031.013672
	Iteration 7F: 3 clusters Score -3535497 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3536690.500000 Penalty: 5031.013672
	Iteration 8F: 3 clusters Score -3536690 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3537638.000000 Penalty: 5031.013672
	Iteration 9Q: 3 clusters Score -3537638 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3538282.500000 Penalty: 5031.013672
	Iteration 10Q: 3 clusters Score -3538282 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -3538687.750000 Penalty: 5031.013672
	Iteration 11Q: 3 clusters Score -3538688 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3538896.000000 Penalty: 5031.013672
	Iteration 12Q: 3 clusters Score -3538896 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3539027.750000 Penalty: 5031.013672
	Iteration 13Q: 3 clusters Score -3539028 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3539135.500000 Penalty: 5031.013672
	Iteration 14Q: 3 clusters Score -3539136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3539202.750000 Penalty: 5031.013672
	Iteration 15Q: 3 clusters Score -3539203 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3539270.750000 Penalty: 5031.013672
	Iteration 16Q: 3 clusters Score -3539271 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3539333.000000 Penalty: 5031.013672
	Iteration 17Q: 3 clusters Score -3539333 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3539380.500000 Penalty: 5031.013672
	Iteration 18Q: 3 clusters Score -3539380 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3539437.000000 Penalty: 5031.013672
	Iteration 19Q: 3 clusters Score -3539437 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3539463.750000 Penalty: 5031.013672
	Iteration 20F: 3 clusters Score -3539464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3539510.500000 Penalty: 5031.013672
	Iteration 21Q: 3 clusters Score -3539510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3539556.000000 Penalty: 5031.013672
	Iteration 22Q: 3 clusters Score -3539556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3539575.750000 Penalty: 5031.013672
	Iteration 23Q: 3 clusters Score -3539576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3539618.750000 Penalty: 5031.013672
	Iteration 24Q: 3 clusters Score -3539619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3539636.000000 Penalty: 5031.013672
	Iteration 25Q: 3 clusters Score -3539636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3539658.500000 Penalty: 5031.013672
	Iteration 26Q: 3 clusters Score -3539658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3539664.000000 Penalty: 5031.013672
	Iteration 27Q: 3 clusters Score -3539664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3539672.500000 Penalty: 5031.013672
	Iteration 28Q: 3 clusters Score -3539672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3539679.000000 Penalty: 5031.013672
	Iteration 29Q: 3 clusters Score -3539679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3539679.250000 Penalty: 5031.013672
	Iteration 30Q: 3 clusters Score -3539679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3539675.250000 Penalty: 5031.013672
	Iteration 31Q: 3 clusters Score -3539675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3539679.000000 Penalty: 5031.013672
	Iteration 32Q: 3 clusters Score -3539679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3539687.750000 Penalty: 5031.013672
	Iteration 33Q: 3 clusters Score -3539688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3539694.000000 Penalty: 5031.013672
	Iteration 34Q: 3 clusters Score -3539694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3539695.250000 Penalty: 5031.013672
	Iteration 35Q: 3 clusters Score -3539695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3539701.000000 Penalty: 5031.013672
	Iteration 36Q: 3 clusters Score -3539701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3539706.500000 Penalty: 5031.013672
	Iteration 37Q: 3 clusters Score -3539706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3539705.250000 Penalty: 5031.013672
	Iteration 38Q: 3 clusters Score -3539705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3539712.750000 Penalty: 5031.013672
	Iteration 39Q: 3 clusters Score -3539713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3539721.750000 Penalty: 5031.013672
	Iteration 40F: 3 clusters Score -3539722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3539719.750000 Penalty: 5031.013672
	Iteration 41Q: 3 clusters Score -3539720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3539736.500000 Penalty: 5031.013672
	Iteration 42Q: 3 clusters Score -3539736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3539733.500000 Penalty: 5031.013672
	Iteration 43Q: 3 clusters Score -3539734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3539736.500000 Penalty: 5031.013672
	Iteration 44Q: 3 clusters Score -3539736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3539742.000000 Penalty: 5031.013672
	Iteration 45Q: 3 clusters Score -3539742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3539746.000000 Penalty: 5031.013672
	Iteration 46Q: 3 clusters Score -3539746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3539754.000000 Penalty: 5031.013672
	Iteration 47Q: 3 clusters Score -3539754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3539755.750000 Penalty: 5031.013672
	Iteration 48Q: 3 clusters Score -3539756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3539768.250000 Penalty: 5031.013672
	Iteration 49Q: 3 clusters Score -3539768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3539778.000000 Penalty: 5031.013672
	Iteration 50Q: 3 clusters Score -3539778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3539777.250000 Penalty: 5031.013672
	Iteration 51Q: 3 clusters Score -3539777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3539790.250000 Penalty: 5031.013672
	Iteration 52Q: 3 clusters Score -3539790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3539787.500000 Penalty: 5031.013672
	Iteration 53Q: 3 clusters Score -3539788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3539789.250000 Penalty: 5031.013672
	Iteration 54Q: 3 clusters Score -3539789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3539789.250000 Penalty: 5031.013672
	Iteration 55Q: 3 clusters Score -3539789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3539793.000000 Penalty: 5031.013672
	Iteration 56Q: 3 clusters Score -3539793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3539794.500000 Penalty: 5031.013672
	Iteration 57Q: 3 clusters Score -3539794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3539802.000000 Penalty: 5031.013672
	Iteration 58Q: 3 clusters Score -3539802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3539792.250000 Penalty: 5031.013672
	Iteration 59Q: 3 clusters Score -3539792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3539794.500000 Penalty: 5031.013672
	Iteration 60F: 3 clusters Score -3539794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3539799.250000 Penalty: 5031.013672
	Iteration 61Q: 3 clusters Score -3539799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3539798.250000 Penalty: 5031.013672
	Iteration 62Q: 3 clusters Score -3539798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3539798.250000 Penalty: 5031.013672
	Iteration 63F: 3 clusters Score -3539798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -54777.625000 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -54777.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53343.722656 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -53343.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53499.929688 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -53499.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53570.535156 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -53570.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53624.082031 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -53624.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53661.996094 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -53662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53693.339844 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -53693.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53703.863281 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -53703.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53716.910156 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -53716.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53719.988281 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -53719.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53725.769531 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -53725.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53732.253906 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -53732.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53732.253906 Penalty: 2991.219971
	Iteration 11F: 3 clusters Score -53732.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Entering Unmasked Estep 
Score: -1481855.875000 Penalty: 2291.567139
	Iteration 0F: 2 clusters Score -1481856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1474007.500000 Penalty: 4583.134277
	Iteration 0F: 3 clusters Score -1474008 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1476396.625000 Penalty: 4583.134277
	Iteration 1F: 3 clusters Score -1476397 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1476825.500000 Penalty: 4583.134277
	Iteration 2F: 3 clusters Score -1476826 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1477334.125000 Penalty: 4583.134277
	Iteration 3F: 3 clusters Score -1477334 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1477968.125000 Penalty: 4583.134277
	Iteration 4F: 3 clusters Score -1477968 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1478603.375000 Penalty: 4583.134277
	Iteration 5F: 3 clusters Score -1478603 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1479268.875000 Penalty: 4583.134277
	Iteration 6F: 3 clusters Score -1479269 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1479847.375000 Penalty: 4583.134277
	Iteration 7F: 3 clusters Score -1479847 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1480267.875000 Penalty: 4583.134277
	Iteration 8F: 3 clusters Score -1480268 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1480543.250000 Penalty: 4583.134277
	Iteration 9Q: 3 clusters Score -1480543 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1480738.250000 Penalty: 4583.134277
	Iteration 10Q: 3 clusters Score -1480738 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1480855.625000 Penalty: 4583.134277
	Iteration 11Q: 3 clusters Score -1480856 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1480933.375000 Penalty: 4583.134277
	Iteration 12Q: 3 clusters Score -1480933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1480988.250000 Penalty: 4583.134277
	Iteration 13Q: 3 clusters Score -1480988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1481022.625000 Penalty: 4583.134277
	Iteration 14Q: 3 clusters Score -1481023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1481054.625000 Penalty: 4583.134277
	Iteration 15Q: 3 clusters Score -1481055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1481076.875000 Penalty: 4583.134277
	Iteration 16Q: 3 clusters Score -1481077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1481087.625000 Penalty: 4583.134277
	Iteration 17Q: 3 clusters Score -1481088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1481094.625000 Penalty: 4583.134277
	Iteration 18Q: 3 clusters Score -1481095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1481105.125000 Penalty: 4583.134277
	Iteration 19Q: 3 clusters Score -1481105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1481109.750000 Penalty: 4583.134277
	Iteration 20F: 3 clusters Score -1481110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1481110.875000 Penalty: 4583.134277
	Iteration 21Q: 3 clusters Score -1481111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1481118.500000 Penalty: 4583.134277
	Iteration 22Q: 3 clusters Score -1481118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1481125.375000 Penalty: 4583.134277
	Iteration 23Q: 3 clusters Score -1481125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1481125.875000 Penalty: 4583.134277
	Iteration 24Q: 3 clusters Score -1481126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1481132.750000 Penalty: 4583.134277
	Iteration 25Q: 3 clusters Score -1481133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1481137.250000 Penalty: 4583.134277
	Iteration 26Q: 3 clusters Score -1481137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1481137.000000 Penalty: 4583.134277
	Iteration 27Q: 3 clusters Score -1481137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1481138.000000 Penalty: 4583.134277
	Iteration 28Q: 3 clusters Score -1481138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1481137.750000 Penalty: 4583.134277
	Iteration 29Q: 3 clusters Score -1481138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1481137.125000 Penalty: 4583.134277
	Iteration 30Q: 3 clusters Score -1481137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1481134.375000 Penalty: 4583.134277
	Iteration 31Q: 3 clusters Score -1481134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1481135.875000 Penalty: 4583.134277
	Iteration 32Q: 3 clusters Score -1481136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1481135.875000 Penalty: 4583.134277
	Iteration 33F: 3 clusters Score -1481136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -24305.824219 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24305.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23140.337891 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23140.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23377.482422 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23377.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23449.041016 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -23449.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23459.425781 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -23459.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23498.931641 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -23498.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23501.162109 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -23501.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23510.269531 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -23510.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23510.269531 Penalty: 2761.898926
	Iteration 7F: 3 clusters Score -23510.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Entering Unmasked Estep 
Score: -2048931.125000 Penalty: 2366.152832
	Iteration 0F: 2 clusters Score -2048931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2038855.875000 Penalty: 4732.305664
	Iteration 0F: 3 clusters Score -2038856 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2041961.125000 Penalty: 4732.305664
	Iteration 1F: 3 clusters Score -2041961 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2042330.375000 Penalty: 4732.305664
	Iteration 2F: 3 clusters Score -2042330 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2042618.750000 Penalty: 4732.305664
	Iteration 3Q: 3 clusters Score -2042619 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2042931.000000 Penalty: 4732.305664
	Iteration 4Q: 3 clusters Score -2042931 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2043278.375000 Penalty: 4732.305664
	Iteration 5Q: 3 clusters Score -2043278 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2043675.125000 Penalty: 4732.305664
	Iteration 6Q: 3 clusters Score -2043675 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2044109.250000 Penalty: 4732.305664
	Iteration 7F: 3 clusters Score -2044109 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2044631.000000 Penalty: 4732.305664
	Iteration 8F: 3 clusters Score -2044631 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2045209.375000 Penalty: 4732.305664
	Iteration 9F: 3 clusters Score -2045209 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2045707.625000 Penalty: 4732.305664
	Iteration 10Q: 3 clusters Score -2045708 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2046104.250000 Penalty: 4732.305664
	Iteration 11Q: 3 clusters Score -2046104 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2046369.500000 Penalty: 4732.305664
	Iteration 12Q: 3 clusters Score -2046370 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2046568.500000 Penalty: 4732.305664
	Iteration 13Q: 3 clusters Score -2046568 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2046686.500000 Penalty: 4732.305664
	Iteration 14Q: 3 clusters Score -2046686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2046764.625000 Penalty: 4732.305664
	Iteration 15Q: 3 clusters Score -2046765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2046822.875000 Penalty: 4732.305664
	Iteration 16Q: 3 clusters Score -2046823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2046860.875000 Penalty: 4732.305664
	Iteration 17Q: 3 clusters Score -2046861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2046883.250000 Penalty: 4732.305664
	Iteration 18Q: 3 clusters Score -2046883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2046900.875000 Penalty: 4732.305664
	Iteration 19Q: 3 clusters Score -2046901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2046916.750000 Penalty: 4732.305664
	Iteration 20F: 3 clusters Score -2046917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2046925.875000 Penalty: 4732.305664
	Iteration 21Q: 3 clusters Score -2046926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2046938.625000 Penalty: 4732.305664
	Iteration 22Q: 3 clusters Score -2046939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2046957.000000 Penalty: 4732.305664
	Iteration 23Q: 3 clusters Score -2046957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2046964.500000 Penalty: 4732.305664
	Iteration 24Q: 3 clusters Score -2046964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2046966.500000 Penalty: 4732.305664
	Iteration 25Q: 3 clusters Score -2046966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2046968.750000 Penalty: 4732.305664
	Iteration 26Q: 3 clusters Score -2046969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2046968.750000 Penalty: 4732.305664
	Iteration 27F: 3 clusters Score -2046969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1607366.875000 Penalty: 2342.560303
	Iteration 0F: 2 clusters Score -1607367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1597954.375000 Penalty: 4685.120605
	Iteration 0F: 3 clusters Score -1597954 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1600933.000000 Penalty: 4685.120605
	Iteration 1F: 3 clusters Score -1600933 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1601374.375000 Penalty: 4685.120605
	Iteration 2F: 3 clusters Score -1601374 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1601748.375000 Penalty: 4685.120605
	Iteration 3F: 3 clusters Score -1601748 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1602107.625000 Penalty: 4685.120605
	Iteration 4F: 3 clusters Score -1602108 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1602448.625000 Penalty: 4685.120605
	Iteration 5Q: 3 clusters Score -1602449 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1602775.125000 Penalty: 4685.120605
	Iteration 6Q: 3 clusters Score -1602775 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1603049.875000 Penalty: 4685.120605
	Iteration 7Q: 3 clusters Score -1603050 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1603303.000000 Penalty: 4685.120605
	Iteration 8Q: 3 clusters Score -1603303 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1603549.375000 Penalty: 4685.120605
	Iteration 9Q: 3 clusters Score -1603549 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1603774.125000 Penalty: 4685.120605
	Iteration 10Q: 3 clusters Score -1603774 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1604016.250000 Penalty: 4685.120605
	Iteration 11Q: 3 clusters Score -1604016 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1604247.625000 Penalty: 4685.120605
	Iteration 12Q: 3 clusters Score -1604248 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1604438.125000 Penalty: 4685.120605
	Iteration 13Q: 3 clusters Score -1604438 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1604648.750000 Penalty: 4685.120605
	Iteration 14Q: 3 clusters Score -1604649 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1604840.875000 Penalty: 4685.120605
	Iteration 15Q: 3 clusters Score -1604841 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1605015.500000 Penalty: 4685.120605
	Iteration 16Q: 3 clusters Score -1605016 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1605148.125000 Penalty: 4685.120605
	Iteration 17Q: 3 clusters Score -1605148 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1605243.875000 Penalty: 4685.120605
	Iteration 18Q: 3 clusters Score -1605244 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1605315.500000 Penalty: 4685.120605
	Iteration 19Q: 3 clusters Score -1605316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1605377.625000 Penalty: 4685.120605
	Iteration 20F: 3 clusters Score -1605378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1605430.500000 Penalty: 4685.120605
	Iteration 21Q: 3 clusters Score -1605430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1605486.625000 Penalty: 4685.120605
	Iteration 22Q: 3 clusters Score -1605487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1605524.000000 Penalty: 4685.120605
	Iteration 23Q: 3 clusters Score -1605524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1605548.500000 Penalty: 4685.120605
	Iteration 24Q: 3 clusters Score -1605548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1605575.125000 Penalty: 4685.120605
	Iteration 25Q: 3 clusters Score -1605575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1605599.750000 Penalty: 4685.120605
	Iteration 26Q: 3 clusters Score -1605600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1605608.625000 Penalty: 4685.120605
	Iteration 27Q: 3 clusters Score -1605609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1605631.250000 Penalty: 4685.120605
	Iteration 28Q: 3 clusters Score -1605631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1605645.750000 Penalty: 4685.120605
	Iteration 29Q: 3 clusters Score -1605646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1605656.625000 Penalty: 4685.120605
	Iteration 30Q: 3 clusters Score -1605657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1605669.250000 Penalty: 4685.120605
	Iteration 31Q: 3 clusters Score -1605669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1605676.750000 Penalty: 4685.120605
	Iteration 32Q: 3 clusters Score -1605677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1605688.125000 Penalty: 4685.120605
	Iteration 33Q: 3 clusters Score -1605688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1605692.000000 Penalty: 4685.120605
	Iteration 34Q: 3 clusters Score -1605692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1605703.250000 Penalty: 4685.120605
	Iteration 35Q: 3 clusters Score -1605703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1605704.625000 Penalty: 4685.120605
	Iteration 36Q: 3 clusters Score -1605705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1605703.000000 Penalty: 4685.120605
	Iteration 37Q: 3 clusters Score -1605703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1605705.250000 Penalty: 4685.120605
	Iteration 38Q: 3 clusters Score -1605705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1605710.625000 Penalty: 4685.120605
	Iteration 39Q: 3 clusters Score -1605711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1605713.750000 Penalty: 4685.120605
	Iteration 40F: 3 clusters Score -1605714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1605718.625000 Penalty: 4685.120605
	Iteration 41Q: 3 clusters Score -1605719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1605720.625000 Penalty: 4685.120605
	Iteration 42Q: 3 clusters Score -1605721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1605722.375000 Penalty: 4685.120605
	Iteration 43Q: 3 clusters Score -1605722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1605723.250000 Penalty: 4685.120605
	Iteration 44Q: 3 clusters Score -1605723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1605724.375000 Penalty: 4685.120605
	Iteration 45Q: 3 clusters Score -1605724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1605721.750000 Penalty: 4685.120605
	Iteration 46Q: 3 clusters Score -1605722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1605723.000000 Penalty: 4685.120605
	Iteration 47Q: 3 clusters Score -1605723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1605722.625000 Penalty: 4685.120605
	Iteration 48Q: 3 clusters Score -1605723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1605723.375000 Penalty: 4685.120605
	Iteration 49Q: 3 clusters Score -1605723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1605723.375000 Penalty: 4685.120605
	Iteration 50F: 3 clusters Score -1605723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -31310.513672 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -31310.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30142.333984 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -30142.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30219.392578 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -30219.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30227.832031 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -30227.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30238.041016 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -30238.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30247.373047 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -30247.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30251.283203 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -30251.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30251.283203 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -30251.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Entering Unmasked Estep 
Score: -2417699.000000 Penalty: 2408.867188
	Iteration 0F: 2 clusters Score -2417699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2405902.750000 Penalty: 4817.734375
	Iteration 0F: 3 clusters Score -2405903 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2409594.000000 Penalty: 4817.734375
	Iteration 1F: 3 clusters Score -2409594 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2410047.750000 Penalty: 4817.734375
	Iteration 2F: 3 clusters Score -2410048 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2410445.500000 Penalty: 4817.734375
	Iteration 3F: 3 clusters Score -2410446 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2410812.500000 Penalty: 4817.734375
	Iteration 4Q: 3 clusters Score -2410812 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2411227.750000 Penalty: 4817.734375
	Iteration 5Q: 3 clusters Score -2411228 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2411647.750000 Penalty: 4817.734375
	Iteration 6Q: 3 clusters Score -2411648 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2412078.000000 Penalty: 4817.734375
	Iteration 7Q: 3 clusters Score -2412078 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2412523.500000 Penalty: 4817.734375
	Iteration 8Q: 3 clusters Score -2412524 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2412948.500000 Penalty: 4817.734375
	Iteration 9Q: 3 clusters Score -2412948 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2413312.000000 Penalty: 4817.734375
	Iteration 10Q: 3 clusters Score -2413312 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2413625.750000 Penalty: 4817.734375
	Iteration 11Q: 3 clusters Score -2413626 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2413884.000000 Penalty: 4817.734375
	Iteration 12Q: 3 clusters Score -2413884 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2414078.750000 Penalty: 4817.734375
	Iteration 13Q: 3 clusters Score -2414079 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2414269.500000 Penalty: 4817.734375
	Iteration 14Q: 3 clusters Score -2414270 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2414440.250000 Penalty: 4817.734375
	Iteration 15Q: 3 clusters Score -2414440 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2414580.250000 Penalty: 4817.734375
	Iteration 16Q: 3 clusters Score -2414580 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2414715.500000 Penalty: 4817.734375
	Iteration 17Q: 3 clusters Score -2414716 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2414841.250000 Penalty: 4817.734375
	Iteration 18Q: 3 clusters Score -2414841 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2414960.000000 Penalty: 4817.734375
	Iteration 19Q: 3 clusters Score -2414960 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2415063.250000 Penalty: 4817.734375
	Iteration 20F: 3 clusters Score -2415063 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2415132.750000 Penalty: 4817.734375
	Iteration 21Q: 3 clusters Score -2415133 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2415185.000000 Penalty: 4817.734375
	Iteration 22Q: 3 clusters Score -2415185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2415224.750000 Penalty: 4817.734375
	Iteration 23Q: 3 clusters Score -2415225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2415266.250000 Penalty: 4817.734375
	Iteration 24Q: 3 clusters Score -2415266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2415301.500000 Penalty: 4817.734375
	Iteration 25Q: 3 clusters Score -2415302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2415337.750000 Penalty: 4817.734375
	Iteration 26Q: 3 clusters Score -2415338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2415367.500000 Penalty: 4817.734375
	Iteration 27Q: 3 clusters Score -2415368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2415393.250000 Penalty: 4817.734375
	Iteration 28Q: 3 clusters Score -2415393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2415422.500000 Penalty: 4817.734375
	Iteration 29Q: 3 clusters Score -2415422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2415449.000000 Penalty: 4817.734375
	Iteration 30Q: 3 clusters Score -2415449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2415468.250000 Penalty: 4817.734375
	Iteration 31Q: 3 clusters Score -2415468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2415490.750000 Penalty: 4817.734375
	Iteration 32Q: 3 clusters Score -2415491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2415504.500000 Penalty: 4817.734375
	Iteration 33Q: 3 clusters Score -2415504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2415510.750000 Penalty: 4817.734375
	Iteration 34Q: 3 clusters Score -2415511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2415521.500000 Penalty: 4817.734375
	Iteration 35Q: 3 clusters Score -2415522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2415533.000000 Penalty: 4817.734375
	Iteration 36Q: 3 clusters Score -2415533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2415535.750000 Penalty: 4817.734375
	Iteration 37Q: 3 clusters Score -2415536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2415542.000000 Penalty: 4817.734375
	Iteration 38Q: 3 clusters Score -2415542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2415541.750000 Penalty: 4817.734375
	Iteration 39Q: 3 clusters Score -2415542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2415545.250000 Penalty: 4817.734375
	Iteration 40F: 3 clusters Score -2415545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2415543.250000 Penalty: 4817.734375
	Iteration 41Q: 3 clusters Score -2415543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2415548.750000 Penalty: 4817.734375
	Iteration 42Q: 3 clusters Score -2415549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2415547.250000 Penalty: 4817.734375
	Iteration 43Q: 3 clusters Score -2415547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2415552.500000 Penalty: 4817.734375
	Iteration 44Q: 3 clusters Score -2415552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2415551.250000 Penalty: 4817.734375
	Iteration 45Q: 3 clusters Score -2415551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2415551.750000 Penalty: 4817.734375
	Iteration 46Q: 3 clusters Score -2415552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2415550.750000 Penalty: 4817.734375
	Iteration 47Q: 3 clusters Score -2415551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2415553.000000 Penalty: 4817.734375
	Iteration 48Q: 3 clusters Score -2415553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2415553.750000 Penalty: 4817.734375
	Iteration 49Q: 3 clusters Score -2415554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2415555.500000 Penalty: 4817.734375
	Iteration 50Q: 3 clusters Score -2415556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2415556.750000 Penalty: 4817.734375
	Iteration 51Q: 3 clusters Score -2415557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2415555.000000 Penalty: 4817.734375
	Iteration 52Q: 3 clusters Score -2415555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2415557.500000 Penalty: 4817.734375
	Iteration 53Q: 3 clusters Score -2415558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2415560.250000 Penalty: 4817.734375
	Iteration 54Q: 3 clusters Score -2415560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2415560.000000 Penalty: 4817.734375
	Iteration 55Q: 3 clusters Score -2415560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2415564.500000 Penalty: 4817.734375
	Iteration 56Q: 3 clusters Score -2415564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2415566.500000 Penalty: 4817.734375
	Iteration 57Q: 3 clusters Score -2415566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2415567.750000 Penalty: 4817.734375
	Iteration 58Q: 3 clusters Score -2415568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2415566.000000 Penalty: 4817.734375
	Iteration 59Q: 3 clusters Score -2415566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2415566.000000 Penalty: 4817.734375
	Iteration 60F: 3 clusters Score -2415566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -616659.187500 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -616659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -612567.750000 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -612567.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -613462.187500 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -613462.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -613648.312500 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -613648.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -613790.000000 Penalty: 4145.316895
	Iteration 3F: 3 clusters Score -613790 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -613921.000000 Penalty: 4145.316895
	Iteration 4Q: 3 clusters Score -613921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -614054.437500 Penalty: 4145.316895
	Iteration 5Q: 3 clusters Score -614054.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -614170.187500 Penalty: 4145.316895
	Iteration 6Q: 3 clusters Score -614170.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -614296.437500 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -614296.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -614420.812500 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -614420.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -614544.125000 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -614544.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -614672.187500 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -614672.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -614795.187500 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -614795.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -614877.625000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -614877.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -614956.937500 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -614956.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -615023.562500 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -615023.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -615076.062500 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -615076.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -615118.375000 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -615118.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -615148.250000 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -615148.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -615168.750000 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -615168.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -615190.312500 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -615190.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -615207.812500 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -615207.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -615217.875000 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -615217.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -615227.062500 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -615227.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -615235.937500 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -615235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -615243.312500 Penalty: 4145.316895
	Iteration 24Q: 3 clusters Score -615243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -615246.812500 Penalty: 4145.316895
	Iteration 25Q: 3 clusters Score -615246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -615252.937500 Penalty: 4145.316895
	Iteration 26Q: 3 clusters Score -615252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -615254.625000 Penalty: 4145.316895
	Iteration 27Q: 3 clusters Score -615254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -615257.500000 Penalty: 4145.316895
	Iteration 28Q: 3 clusters Score -615257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -615262.375000 Penalty: 4145.316895
	Iteration 29Q: 3 clusters Score -615262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -615265.625000 Penalty: 4145.316895
	Iteration 30Q: 3 clusters Score -615265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -615265.500000 Penalty: 4145.316895
	Iteration 31Q: 3 clusters Score -615265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -615266.062500 Penalty: 4145.316895
	Iteration 32Q: 3 clusters Score -615266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -615266.062500 Penalty: 4145.316895
	Iteration 33F: 3 clusters Score -615266.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Entering Unmasked Estep 
Score: -7025103.500000 Penalty: 2672.741455
	Iteration 0F: 2 clusters Score -7025104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -6992870.500000 Penalty: 5345.482910
	Iteration 0F: 3 clusters Score -6992870 nChanged 22106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -7005292.000000 Penalty: 5345.482910
	Iteration 1F: 3 clusters Score -7005292 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -7006242.500000 Penalty: 5345.482910
	Iteration 2Q: 3 clusters Score -7006242 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -7007557.000000 Penalty: 5345.482910
	Iteration 3F: 3 clusters Score -7007557 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -7009102.000000 Penalty: 5345.482910
	Iteration 4F: 3 clusters Score -7009102 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -7010936.500000 Penalty: 5345.482910
	Iteration 5F: 3 clusters Score -7010936 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -7012953.500000 Penalty: 5345.482910
	Iteration 6F: 3 clusters Score -7012954 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -7014938.000000 Penalty: 5345.482910
	Iteration 7F: 3 clusters Score -7014938 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -7016835.000000 Penalty: 5345.482910
	Iteration 8F: 3 clusters Score -7016835 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -7018446.000000 Penalty: 5345.482910
	Iteration 9Q: 3 clusters Score -7018446 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -7019561.000000 Penalty: 5345.482910
	Iteration 10Q: 3 clusters Score -7019561 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -7020216.500000 Penalty: 5345.482910
	Iteration 11Q: 3 clusters Score -7020216 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -7020731.000000 Penalty: 5345.482910
	Iteration 12Q: 3 clusters Score -7020731 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -7021017.500000 Penalty: 5345.482910
	Iteration 13Q: 3 clusters Score -7021018 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -7021241.500000 Penalty: 5345.482910
	Iteration 14Q: 3 clusters Score -7021242 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7021454.500000 Penalty: 5345.482910
	Iteration 15Q: 3 clusters Score -7021454 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7021614.500000 Penalty: 5345.482910
	Iteration 16Q: 3 clusters Score -7021614 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7021755.500000 Penalty: 5345.482910
	Iteration 17Q: 3 clusters Score -7021756 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7021884.000000 Penalty: 5345.482910
	Iteration 18Q: 3 clusters Score -7021884 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7021998.500000 Penalty: 5345.482910
	Iteration 19Q: 3 clusters Score -7021998 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7022085.500000 Penalty: 5345.482910
	Iteration 20F: 3 clusters Score -7022086 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7022164.500000 Penalty: 5345.482910
	Iteration 21Q: 3 clusters Score -7022164 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7022252.500000 Penalty: 5345.482910
	Iteration 22Q: 3 clusters Score -7022252 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7022335.500000 Penalty: 5345.482910
	Iteration 23Q: 3 clusters Score -7022336 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7022415.000000 Penalty: 5345.482910
	Iteration 24Q: 3 clusters Score -7022415 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7022465.000000 Penalty: 5345.482910
	Iteration 25Q: 3 clusters Score -7022465 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7022563.500000 Penalty: 5345.482910
	Iteration 26Q: 3 clusters Score -7022564 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7022622.500000 Penalty: 5345.482910
	Iteration 27Q: 3 clusters Score -7022622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7022666.500000 Penalty: 5345.482910
	Iteration 28Q: 3 clusters Score -7022666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7022704.500000 Penalty: 5345.482910
	Iteration 29Q: 3 clusters Score -7022704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7022743.000000 Penalty: 5345.482910
	Iteration 30Q: 3 clusters Score -7022743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7022767.500000 Penalty: 5345.482910
	Iteration 31Q: 3 clusters Score -7022768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7022785.500000 Penalty: 5345.482910
	Iteration 32Q: 3 clusters Score -7022786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7022806.500000 Penalty: 5345.482910
	Iteration 33Q: 3 clusters Score -7022806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7022833.500000 Penalty: 5345.482910
	Iteration 34Q: 3 clusters Score -7022834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7022851.000000 Penalty: 5345.482910
	Iteration 35Q: 3 clusters Score -7022851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7022852.000000 Penalty: 5345.482910
	Iteration 36Q: 3 clusters Score -7022852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7022871.000000 Penalty: 5345.482910
	Iteration 37Q: 3 clusters Score -7022871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7022881.000000 Penalty: 5345.482910
	Iteration 38Q: 3 clusters Score -7022881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7022880.000000 Penalty: 5345.482910
	Iteration 39Q: 3 clusters Score -7022880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7022872.000000 Penalty: 5345.482910
	Iteration 40F: 3 clusters Score -7022872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7022883.500000 Penalty: 5345.482910
	Iteration 41Q: 3 clusters Score -7022884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7022886.000000 Penalty: 5345.482910
	Iteration 42Q: 3 clusters Score -7022886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7022885.000000 Penalty: 5345.482910
	Iteration 43Q: 3 clusters Score -7022885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7022882.000000 Penalty: 5345.482910
	Iteration 44Q: 3 clusters Score -7022882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7022885.500000 Penalty: 5345.482910
	Iteration 45Q: 3 clusters Score -7022886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7022899.000000 Penalty: 5345.482910
	Iteration 46Q: 3 clusters Score -7022899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7022905.500000 Penalty: 5345.482910
	Iteration 47Q: 3 clusters Score -7022906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7022903.000000 Penalty: 5345.482910
	Iteration 48Q: 3 clusters Score -7022903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7022904.500000 Penalty: 5345.482910
	Iteration 49Q: 3 clusters Score -7022904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7022911.000000 Penalty: 5345.482910
	Iteration 50Q: 3 clusters Score -7022911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7022918.000000 Penalty: 5345.482910
	Iteration 51Q: 3 clusters Score -7022918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7022927.500000 Penalty: 5345.482910
	Iteration 52Q: 3 clusters Score -7022928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7022933.500000 Penalty: 5345.482910
	Iteration 53Q: 3 clusters Score -7022934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7022938.000000 Penalty: 5345.482910
	Iteration 54Q: 3 clusters Score -7022938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7022937.500000 Penalty: 5345.482910
	Iteration 55Q: 3 clusters Score -7022938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7022940.000000 Penalty: 5345.482910
	Iteration 56Q: 3 clusters Score -7022940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7022954.000000 Penalty: 5345.482910
	Iteration 57Q: 3 clusters Score -7022954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7022955.500000 Penalty: 5345.482910
	Iteration 58Q: 3 clusters Score -7022956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7022958.500000 Penalty: 5345.482910
	Iteration 59Q: 3 clusters Score -7022958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7022957.500000 Penalty: 5345.482910
	Iteration 60F: 3 clusters Score -7022958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7022964.500000 Penalty: 5345.482910
	Iteration 61Q: 3 clusters Score -7022964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7022971.000000 Penalty: 5345.482910
	Iteration 62Q: 3 clusters Score -7022971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7022972.000000 Penalty: 5345.482910
	Iteration 63Q: 3 clusters Score -7022972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7022975.500000 Penalty: 5345.482910
	Iteration 64Q: 3 clusters Score -7022976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7022987.000000 Penalty: 5345.482910
	Iteration 65Q: 3 clusters Score -7022987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7022984.000000 Penalty: 5345.482910
	Iteration 66Q: 3 clusters Score -7022984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7022987.000000 Penalty: 5345.482910
	Iteration 67Q: 3 clusters Score -7022987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7022985.000000 Penalty: 5345.482910
	Iteration 68Q: 3 clusters Score -7022985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7022993.000000 Penalty: 5345.482910
	Iteration 69Q: 3 clusters Score -7022993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7022993.000000 Penalty: 5345.482910
	Iteration 70F: 3 clusters Score -7022993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -211790.218750 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -211790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -209341.078125 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -209341.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -209810.437500 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -209810.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209929.250000 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -209929.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210014.312500 Penalty: 3721.905029
	Iteration 3Q: 3 clusters Score -210014.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -210077.421875 Penalty: 3721.905029
	Iteration 4Q: 3 clusters Score -210077.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210149.015625 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -210149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -210252.937500 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -210252.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210358.718750 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -210358.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210463.828125 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -210463.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -210515.031250 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -210515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -210551.078125 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -210551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210567.765625 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -210567.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210587.625000 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -210587.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210614.000000 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -210614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -210635.734375 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -210635.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210657.250000 Penalty: 3721.905029
	Iteration 15Q: 3 clusters Score -210657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210672.953125 Penalty: 3721.905029
	Iteration 16Q: 3 clusters Score -210673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210686.609375 Penalty: 3721.905029
	Iteration 17Q: 3 clusters Score -210686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210693.859375 Penalty: 3721.905029
	Iteration 18Q: 3 clusters Score -210693.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210702.531250 Penalty: 3721.905029
	Iteration 19Q: 3 clusters Score -210702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210705.734375 Penalty: 3721.905029
	Iteration 20F: 3 clusters Score -210705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -210706.437500 Penalty: 3721.905029
	Iteration 21Q: 3 clusters Score -210706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210707.140625 Penalty: 3721.905029
	Iteration 22Q: 3 clusters Score -210707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210707.140625 Penalty: 3721.905029
	Iteration 23F: 3 clusters Score -210707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195451 members 
Entering Unmasked Estep 
Score: -29214086.000000 Penalty: 3021.400146
	Iteration 0F: 2 clusters Score -2.921409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -29085902.000000 Penalty: 6042.800293
	Iteration 0F: 3 clusters Score -2.90859e+07 nChanged 93848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -29140808.000000 Penalty: 6042.800293
	Iteration 1F: 3 clusters Score -2.914081e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -29141626.000000 Penalty: 6042.800293
	Iteration 2Q: 3 clusters Score -2.914163e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -29142722.000000 Penalty: 6042.800293
	Iteration 3Q: 3 clusters Score -2.914272e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -29143894.000000 Penalty: 6042.800293
	Iteration 4Q: 3 clusters Score -2.914389e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108185 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -29145660.000000 Penalty: 6042.800293
	Iteration 5Q: 3 clusters Score -2.914566e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113752 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -29148122.000000 Penalty: 6042.800293
	Iteration 6Q: 3 clusters Score -2.914812e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122061 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -29152450.000000 Penalty: 6042.800293
	Iteration 7Q: 3 clusters Score -2.915245e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133255 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -29159324.000000 Penalty: 6042.800293
	Iteration 8F: 3 clusters Score -2.915932e+07 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -29170026.000000 Penalty: 6042.800293
	Iteration 9F: 3 clusters Score -2.917003e+07 nChanged 15718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163191 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -29182900.000000 Penalty: 6042.800293
	Iteration 10F: 3 clusters Score -2.91829e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176762 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -29195006.000000 Penalty: 6042.800293
	Iteration 11F: 3 clusters Score -2.919501e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186103 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -29203420.000000 Penalty: 6042.800293
	Iteration 12Q: 3 clusters Score -2.920342e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191317 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -29207956.000000 Penalty: 6042.800293
	Iteration 13Q: 3 clusters Score -2.920796e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193724 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -29210014.000000 Penalty: 6042.800293
	Iteration 14Q: 3 clusters Score -2.921001e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194573 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -29210768.000000 Penalty: 6042.800293
	Iteration 15Q: 3 clusters Score -2.921077e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194877 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -29211042.000000 Penalty: 6042.800293
	Iteration 16Q: 3 clusters Score -2.921104e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195004 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -29211174.000000 Penalty: 6042.800293
	Iteration 17Q: 3 clusters Score -2.921117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195060 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29211286.000000 Penalty: 6042.800293
	Iteration 18Q: 3 clusters Score -2.921129e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195091 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29211342.000000 Penalty: 6042.800293
	Iteration 19Q: 3 clusters Score -2.921134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195103 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29211378.000000 Penalty: 6042.800293
	Iteration 20F: 3 clusters Score -2.921138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195111 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29211376.000000 Penalty: 6042.800293
	Iteration 21Q: 3 clusters Score -2.921138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195118 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29211400.000000 Penalty: 6042.800293
	Iteration 22Q: 3 clusters Score -2.92114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195122 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29211396.000000 Penalty: 6042.800293
	Iteration 23Q: 3 clusters Score -2.92114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195121 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29211406.000000 Penalty: 6042.800293
	Iteration 24Q: 3 clusters Score -2.921141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195121 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29211406.000000 Penalty: 6042.800293
	Iteration 25F: 3 clusters Score -2.921141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Entering Unmasked Estep 
Score: -9267650.000000 Penalty: 2739.385498
	Iteration 0F: 2 clusters Score -9267650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -9225494.000000 Penalty: 5478.770996
	Iteration 0F: 3 clusters Score -9225494 nChanged 29153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -9241816.000000 Penalty: 5478.770996
	Iteration 1F: 3 clusters Score -9241816 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -9242551.000000 Penalty: 5478.770996
	Iteration 2Q: 3 clusters Score -9242551 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -9243479.000000 Penalty: 5478.770996
	Iteration 3Q: 3 clusters Score -9243479 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -9244654.000000 Penalty: 5478.770996
	Iteration 4Q: 3 clusters Score -9244654 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -9246082.000000 Penalty: 5478.770996
	Iteration 5Q: 3 clusters Score -9246082 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -9247709.000000 Penalty: 5478.770996
	Iteration 6F: 3 clusters Score -9247709 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -9249540.000000 Penalty: 5478.770996
	Iteration 7F: 3 clusters Score -9249540 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -9251651.000000 Penalty: 5478.770996
	Iteration 8F: 3 clusters Score -9251651 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -9254137.000000 Penalty: 5478.770996
	Iteration 9F: 3 clusters Score -9254137 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -9256763.000000 Penalty: 5478.770996
	Iteration 10F: 3 clusters Score -9256763 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -9259087.000000 Penalty: 5478.770996
	Iteration 11F: 3 clusters Score -9259087 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -9261186.000000 Penalty: 5478.770996
	Iteration 12Q: 3 clusters Score -9261186 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -9262618.000000 Penalty: 5478.770996
	Iteration 13Q: 3 clusters Score -9262618 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9263675.000000 Penalty: 5478.770996
	Iteration 14Q: 3 clusters Score -9263675 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9264314.000000 Penalty: 5478.770996
	Iteration 15Q: 3 clusters Score -9264314 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9264729.000000 Penalty: 5478.770996
	Iteration 16Q: 3 clusters Score -9264729 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9264913.000000 Penalty: 5478.770996
	Iteration 17Q: 3 clusters Score -9264913 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9265059.000000 Penalty: 5478.770996
	Iteration 18Q: 3 clusters Score -9265059 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9265141.000000 Penalty: 5478.770996
	Iteration 19Q: 3 clusters Score -9265141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9265200.000000 Penalty: 5478.770996
	Iteration 20F: 3 clusters Score -9265200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9265235.000000 Penalty: 5478.770996
	Iteration 21Q: 3 clusters Score -9265235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9265261.000000 Penalty: 5478.770996
	Iteration 22Q: 3 clusters Score -9265261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9265277.000000 Penalty: 5478.770996
	Iteration 23Q: 3 clusters Score -9265277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9265297.000000 Penalty: 5478.770996
	Iteration 24Q: 3 clusters Score -9265297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9265294.000000 Penalty: 5478.770996
	Iteration 25Q: 3 clusters Score -9265294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9265305.000000 Penalty: 5478.770996
	Iteration 26Q: 3 clusters Score -9265305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9265309.000000 Penalty: 5478.770996
	Iteration 27Q: 3 clusters Score -9265309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9265305.000000 Penalty: 5478.770996
	Iteration 28Q: 3 clusters Score -9265305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9265310.000000 Penalty: 5478.770996
	Iteration 29Q: 3 clusters Score -9265310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9265309.000000 Penalty: 5478.770996
	Iteration 30Q: 3 clusters Score -9265309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9265310.000000 Penalty: 5478.770996
	Iteration 31Q: 3 clusters Score -9265310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9265315.000000 Penalty: 5478.770996
	Iteration 32Q: 3 clusters Score -9265315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9265323.000000 Penalty: 5478.770996
	Iteration 33Q: 3 clusters Score -9265323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9265323.000000 Penalty: 5478.770996
	Iteration 34Q: 3 clusters Score -9265323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9265324.000000 Penalty: 5478.770996
	Iteration 35Q: 3 clusters Score -9265324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9265327.000000 Penalty: 5478.770996
	Iteration 36Q: 3 clusters Score -9265327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9265330.000000 Penalty: 5478.770996
	Iteration 37Q: 3 clusters Score -9265330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9265326.000000 Penalty: 5478.770996
	Iteration 38Q: 3 clusters Score -9265326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9265326.000000 Penalty: 5478.770996
	Iteration 39F: 3 clusters Score -9265326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -539071.687500 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -539071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -535392.125000 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -535392.1 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -536307.125000 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -536307.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -536689.937500 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -536689.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -537058.437500 Penalty: 4071.411621
	Iteration 3F: 3 clusters Score -537058.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -537350.250000 Penalty: 4071.411621
	Iteration 4F: 3 clusters Score -537350.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -537651.812500 Penalty: 4071.411621
	Iteration 5F: 3 clusters Score -537651.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -537992.750000 Penalty: 4071.411621
	Iteration 6F: 3 clusters Score -537992.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -538231.500000 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -538231.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -538348.375000 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -538348.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -538413.937500 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -538413.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -538437.562500 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -538437.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -538451.875000 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -538451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -538457.812500 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -538457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -538461.750000 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -538461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -538462.062500 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -538462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -538462.062500 Penalty: 4071.411621
	Iteration 15F: 3 clusters Score -538462.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -878085.687500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -878085.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -872760.500000 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -872760.5 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -874295.750000 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -874295.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -874725.750000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -874725.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -875041.562500 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -875041.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -875287.500000 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -875287.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -875518.375000 Penalty: 4342.767578
	Iteration 5Q: 3 clusters Score -875518.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -875773.437500 Penalty: 4342.767578
	Iteration 6F: 3 clusters Score -875773.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -875945.500000 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -875945.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -876053.187500 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -876053.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -876143.437500 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -876143.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -876202.625000 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -876202.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -876252.500000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -876252.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -876292.500000 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -876292.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -876322.187500 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -876322.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -876354.125000 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -876354.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -876370.375000 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -876370.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -876382.625000 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -876382.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -876394.000000 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -876394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -876408.375000 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -876408.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -876418.625000 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -876418.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -876433.187500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -876433.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -876449.187500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -876449.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -876472.562500 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -876472.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -876494.625000 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -876494.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -876506.875000 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -876506.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -876515.000000 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -876515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -876524.312500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -876524.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -876533.687500 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -876533.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -876539.687500 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -876539.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -876542.562500 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -876542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -876545.500000 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -876545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -876547.375000 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -876547.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -876549.812500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -876549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -876555.312500 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -876555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -876559.625000 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -876559.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -876563.625000 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -876563.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -876569.312500 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -876569.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -876574.812500 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -876574.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -876582.687500 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -876582.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -876589.812500 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -876589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -876595.312500 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -876595.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -876599.500000 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -876599.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -876603.562500 Penalty: 4342.767578
	Iteration 42Q: 3 clusters Score -876603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -876608.687500 Penalty: 4342.767578
	Iteration 43Q: 3 clusters Score -876608.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -876609.812500 Penalty: 4342.767578
	Iteration 44Q: 3 clusters Score -876609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -876614.125000 Penalty: 4342.767578
	Iteration 45Q: 3 clusters Score -876614.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -876616.500000 Penalty: 4342.767578
	Iteration 46Q: 3 clusters Score -876616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -876621.937500 Penalty: 4342.767578
	Iteration 47Q: 3 clusters Score -876621.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -876627.562500 Penalty: 4342.767578
	Iteration 48Q: 3 clusters Score -876627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -876629.250000 Penalty: 4342.767578
	Iteration 49Q: 3 clusters Score -876629.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -876634.375000 Penalty: 4342.767578
	Iteration 50Q: 3 clusters Score -876634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -876644.000000 Penalty: 4342.767578
	Iteration 51Q: 3 clusters Score -876644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -876658.750000 Penalty: 4342.767578
	Iteration 52Q: 3 clusters Score -876658.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -876671.250000 Penalty: 4342.767578
	Iteration 53Q: 3 clusters Score -876671.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -876687.750000 Penalty: 4342.767578
	Iteration 54Q: 3 clusters Score -876687.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -876705.125000 Penalty: 4342.767578
	Iteration 55Q: 3 clusters Score -876705.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -876719.125000 Penalty: 4342.767578
	Iteration 56Q: 3 clusters Score -876719.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -876736.750000 Penalty: 4342.767578
	Iteration 57Q: 3 clusters Score -876736.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -876749.812500 Penalty: 4342.767578
	Iteration 58Q: 3 clusters Score -876749.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -876759.500000 Penalty: 4342.767578
	Iteration 59Q: 3 clusters Score -876759.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -876764.250000 Penalty: 4342.767578
	Iteration 60F: 3 clusters Score -876764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -876773.062500 Penalty: 4342.767578
	Iteration 61Q: 3 clusters Score -876773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -876773.312500 Penalty: 4342.767578
	Iteration 62Q: 3 clusters Score -876773.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -876775.187500 Penalty: 4342.767578
	Iteration 63Q: 3 clusters Score -876775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -876777.562500 Penalty: 4342.767578
	Iteration 64Q: 3 clusters Score -876777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -876778.750000 Penalty: 4342.767578
	Iteration 65Q: 3 clusters Score -876778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -876779.500000 Penalty: 4342.767578
	Iteration 66Q: 3 clusters Score -876779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -876778.875000 Penalty: 4342.767578
	Iteration 67Q: 3 clusters Score -876778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -876780.625000 Penalty: 4342.767578
	Iteration 68Q: 3 clusters Score -876780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -876781.125000 Penalty: 4342.767578
	Iteration 69Q: 3 clusters Score -876781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -876781.937500 Penalty: 4342.767578
	Iteration 70Q: 3 clusters Score -876781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -876781.937500 Penalty: 4342.767578
	Iteration 71F: 3 clusters Score -876781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -1075845.250000 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -1075845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1069883.250000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -1069883 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1071487.250000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -1071487 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1071731.125000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -1071731 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1071906.875000 Penalty: 4415.550781
	Iteration 3Q: 3 clusters Score -1071907 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1072062.625000 Penalty: 4415.550781
	Iteration 4Q: 3 clusters Score -1072063 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1072216.875000 Penalty: 4415.550781
	Iteration 5Q: 3 clusters Score -1072217 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1072367.000000 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -1072367 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1072487.625000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -1072488 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1072600.375000 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -1072600 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1072699.500000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -1072700 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1072798.500000 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -1072798 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1072900.375000 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -1072900 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1072989.750000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -1072990 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1073064.250000 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -1073064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1073130.375000 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -1073130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1073188.000000 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -1073188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1073236.500000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -1073236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1073274.125000 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -1073274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1073308.875000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -1073309 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1073351.375000 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -1073351 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1073403.000000 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -1073403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1073446.375000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -1073446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1073489.125000 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -1073489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1073532.500000 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -1073532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1073570.625000 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -1073571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1073612.000000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -1073612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1073642.375000 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -1073642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1073673.500000 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -1073674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1073705.625000 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -1073706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1073732.625000 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -1073733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1073765.500000 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -1073766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1073791.875000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -1073792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1073808.000000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -1073808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1073818.750000 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -1073819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1073831.500000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -1073832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1073846.375000 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -1073846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1073855.500000 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -1073856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1073870.375000 Penalty: 4415.550781
	Iteration 37Q: 3 clusters Score -1073870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1073888.125000 Penalty: 4415.550781
	Iteration 38Q: 3 clusters Score -1073888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1073903.000000 Penalty: 4415.550781
	Iteration 39Q: 3 clusters Score -1073903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1073912.125000 Penalty: 4415.550781
	Iteration 40F: 3 clusters Score -1073912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1073921.750000 Penalty: 4415.550781
	Iteration 41Q: 3 clusters Score -1073922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1073933.125000 Penalty: 4415.550781
	Iteration 42Q: 3 clusters Score -1073933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1073940.000000 Penalty: 4415.550781
	Iteration 43Q: 3 clusters Score -1073940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1073946.500000 Penalty: 4415.550781
	Iteration 44Q: 3 clusters Score -1073946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1073954.500000 Penalty: 4415.550781
	Iteration 45Q: 3 clusters Score -1073954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1073961.750000 Penalty: 4415.550781
	Iteration 46Q: 3 clusters Score -1073962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1073972.625000 Penalty: 4415.550781
	Iteration 47Q: 3 clusters Score -1073973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1073977.000000 Penalty: 4415.550781
	Iteration 48Q: 3 clusters Score -1073977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1073993.625000 Penalty: 4415.550781
	Iteration 49Q: 3 clusters Score -1073994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1073999.625000 Penalty: 4415.550781
	Iteration 50Q: 3 clusters Score -1074000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1074010.625000 Penalty: 4415.550781
	Iteration 51Q: 3 clusters Score -1074011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1074014.625000 Penalty: 4415.550781
	Iteration 52Q: 3 clusters Score -1074015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1074018.000000 Penalty: 4415.550781
	Iteration 53Q: 3 clusters Score -1074018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1074028.875000 Penalty: 4415.550781
	Iteration 54Q: 3 clusters Score -1074029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1074037.000000 Penalty: 4415.550781
	Iteration 55Q: 3 clusters Score -1074037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1074047.125000 Penalty: 4415.550781
	Iteration 56Q: 3 clusters Score -1074047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1074051.750000 Penalty: 4415.550781
	Iteration 57Q: 3 clusters Score -1074052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1074053.875000 Penalty: 4415.550781
	Iteration 58Q: 3 clusters Score -1074054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1074058.250000 Penalty: 4415.550781
	Iteration 59Q: 3 clusters Score -1074058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1074067.125000 Penalty: 4415.550781
	Iteration 60F: 3 clusters Score -1074067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1074074.750000 Penalty: 4415.550781
	Iteration 61Q: 3 clusters Score -1074075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1074081.125000 Penalty: 4415.550781
	Iteration 62Q: 3 clusters Score -1074081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1074086.625000 Penalty: 4415.550781
	Iteration 63Q: 3 clusters Score -1074087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1074096.750000 Penalty: 4415.550781
	Iteration 64Q: 3 clusters Score -1074097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1074103.500000 Penalty: 4415.550781
	Iteration 65Q: 3 clusters Score -1074104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1074110.250000 Penalty: 4415.550781
	Iteration 66Q: 3 clusters Score -1074110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1074113.750000 Penalty: 4415.550781
	Iteration 67Q: 3 clusters Score -1074114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1074116.375000 Penalty: 4415.550781
	Iteration 68Q: 3 clusters Score -1074116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1074121.500000 Penalty: 4415.550781
	Iteration 69Q: 3 clusters Score -1074122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1074124.000000 Penalty: 4415.550781
	Iteration 70Q: 3 clusters Score -1074124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1074127.625000 Penalty: 4415.550781
	Iteration 71Q: 3 clusters Score -1074128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1074129.625000 Penalty: 4415.550781
	Iteration 72Q: 3 clusters Score -1074130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1074132.625000 Penalty: 4415.550781
	Iteration 73Q: 3 clusters Score -1074133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1074133.875000 Penalty: 4415.550781
	Iteration 74Q: 3 clusters Score -1074134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1074137.500000 Penalty: 4415.550781
	Iteration 75Q: 3 clusters Score -1074138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1074137.500000 Penalty: 4415.550781
	Iteration 76Q: 3 clusters Score -1074138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1074137.125000 Penalty: 4415.550781
	Iteration 77Q: 3 clusters Score -1074137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1074138.125000 Penalty: 4415.550781
	Iteration 78Q: 3 clusters Score -1074138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1074139.750000 Penalty: 4415.550781
	Iteration 79Q: 3 clusters Score -1074140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1074141.000000 Penalty: 4415.550781
	Iteration 80F: 3 clusters Score -1074141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1074143.375000 Penalty: 4415.550781
	Iteration 81Q: 3 clusters Score -1074143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1074146.000000 Penalty: 4415.550781
	Iteration 82Q: 3 clusters Score -1074146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1074146.875000 Penalty: 4415.550781
	Iteration 83Q: 3 clusters Score -1074147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1074153.625000 Penalty: 4415.550781
	Iteration 84Q: 3 clusters Score -1074154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1074162.250000 Penalty: 4415.550781
	Iteration 85Q: 3 clusters Score -1074162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1074169.625000 Penalty: 4415.550781
	Iteration 86Q: 3 clusters Score -1074170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1074174.000000 Penalty: 4415.550781
	Iteration 87Q: 3 clusters Score -1074174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1074181.500000 Penalty: 4415.550781
	Iteration 88Q: 3 clusters Score -1074182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1074186.875000 Penalty: 4415.550781
	Iteration 89Q: 3 clusters Score -1074187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1074188.875000 Penalty: 4415.550781
	Iteration 90Q: 3 clusters Score -1074189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1074191.375000 Penalty: 4415.550781
	Iteration 91Q: 3 clusters Score -1074191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1074193.500000 Penalty: 4415.550781
	Iteration 92Q: 3 clusters Score -1074194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1074193.500000 Penalty: 4415.550781
	Iteration 93F: 3 clusters Score -1074194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144443 members 
Entering Unmasked Estep 
Score: -21556890.000000 Penalty: 2946.398682
	Iteration 0F: 2 clusters Score -2.155689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -21463736.000000 Penalty: 5892.797363
	Iteration 0F: 3 clusters Score -2.146374e+07 nChanged 68884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -21504804.000000 Penalty: 5892.797363
	Iteration 1F: 3 clusters Score -2.15048e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -21506950.000000 Penalty: 5892.797363
	Iteration 2Q: 3 clusters Score -2.150695e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -21510102.000000 Penalty: 5892.797363
	Iteration 3Q: 3 clusters Score -2.15101e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -21514430.000000 Penalty: 5892.797363
	Iteration 4F: 3 clusters Score -2.151443e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -21520328.000000 Penalty: 5892.797363
	Iteration 5F: 3 clusters Score -2.152033e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -21527336.000000 Penalty: 5892.797363
	Iteration 6F: 3 clusters Score -2.152734e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -21533934.000000 Penalty: 5892.797363
	Iteration 7F: 3 clusters Score -2.153393e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -21538052.000000 Penalty: 5892.797363
	Iteration 8F: 3 clusters Score -2.153805e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -21539978.000000 Penalty: 5892.797363
	Iteration 9Q: 3 clusters Score -2.153998e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -21540888.000000 Penalty: 5892.797363
	Iteration 10Q: 3 clusters Score -2.154089e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -21541452.000000 Penalty: 5892.797363
	Iteration 11Q: 3 clusters Score -2.154145e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -21541964.000000 Penalty: 5892.797363
	Iteration 12Q: 3 clusters Score -2.154196e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -21542452.000000 Penalty: 5892.797363
	Iteration 13Q: 3 clusters Score -2.154245e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -21542780.000000 Penalty: 5892.797363
	Iteration 14Q: 3 clusters Score -2.154278e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -21543334.000000 Penalty: 5892.797363
	Iteration 15Q: 3 clusters Score -2.154333e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -21543894.000000 Penalty: 5892.797363
	Iteration 16Q: 3 clusters Score -2.154389e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -21544502.000000 Penalty: 5892.797363
	Iteration 17Q: 3 clusters Score -2.15445e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -21545202.000000 Penalty: 5892.797363
	Iteration 18Q: 3 clusters Score -2.15452e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -21545926.000000 Penalty: 5892.797363
	Iteration 19Q: 3 clusters Score -2.154593e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -21546760.000000 Penalty: 5892.797363
	Iteration 20F: 3 clusters Score -2.154676e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -21547606.000000 Penalty: 5892.797363
	Iteration 21Q: 3 clusters Score -2.154761e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 120849 members 
Entering Unmasked Estep 
Score: -21548498.000000 Penalty: 5892.797363
	Iteration 22Q: 3 clusters Score -2.15485e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -21549652.000000 Penalty: 5892.797363
	Iteration 23Q: 3 clusters Score -2.154965e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 125303 members 
Entering Unmasked Estep 
Score: -21550452.000000 Penalty: 5892.797363
	Iteration 24Q: 3 clusters Score -2.155045e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -21551168.000000 Penalty: 5892.797363
	Iteration 25Q: 3 clusters Score -2.155117e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 129398 members 
Entering Unmasked Estep 
Score: -21551750.000000 Penalty: 5892.797363
	Iteration 26Q: 3 clusters Score -2.155175e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 131213 members 
Entering Unmasked Estep 
Score: -21552262.000000 Penalty: 5892.797363
	Iteration 27Q: 3 clusters Score -2.155226e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 132842 members 
Entering Unmasked Estep 
Score: -21552902.000000 Penalty: 5892.797363
	Iteration 28Q: 3 clusters Score -2.15529e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -21553412.000000 Penalty: 5892.797363
	Iteration 29Q: 3 clusters Score -2.155341e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 135517 members 
Entering Unmasked Estep 
Score: -21553730.000000 Penalty: 5892.797363
	Iteration 30Q: 3 clusters Score -2.155373e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 136507 members 
Entering Unmasked Estep 
Score: -21554184.000000 Penalty: 5892.797363
	Iteration 31Q: 3 clusters Score -2.155418e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 137307 members 
Entering Unmasked Estep 
Score: -21554396.000000 Penalty: 5892.797363
	Iteration 32Q: 3 clusters Score -2.15544e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 137915 members 
Entering Unmasked Estep 
Score: -21554502.000000 Penalty: 5892.797363
	Iteration 33Q: 3 clusters Score -2.15545e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 138382 members 
Entering Unmasked Estep 
Score: -21554652.000000 Penalty: 5892.797363
	Iteration 34Q: 3 clusters Score -2.155465e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -21554760.000000 Penalty: 5892.797363
	Iteration 35Q: 3 clusters Score -2.155476e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 139023 members 
Entering Unmasked Estep 
Score: -21554776.000000 Penalty: 5892.797363
	Iteration 36Q: 3 clusters Score -2.155478e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 139242 members 
Entering Unmasked Estep 
Score: -21554858.000000 Penalty: 5892.797363
	Iteration 37Q: 3 clusters Score -2.155486e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -21554894.000000 Penalty: 5892.797363
	Iteration 38Q: 3 clusters Score -2.155489e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 139551 members 
Entering Unmasked Estep 
Score: -21554914.000000 Penalty: 5892.797363
	Iteration 39Q: 3 clusters Score -2.155491e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 139666 members 
Entering Unmasked Estep 
Score: -21554962.000000 Penalty: 5892.797363
	Iteration 40F: 3 clusters Score -2.155496e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -21554984.000000 Penalty: 5892.797363
	Iteration 41Q: 3 clusters Score -2.155498e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 139856 members 
Entering Unmasked Estep 
Score: -21554998.000000 Penalty: 5892.797363
	Iteration 42Q: 3 clusters Score -2.1555e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 139940 members 
Entering Unmasked Estep 
Score: -21554994.000000 Penalty: 5892.797363
	Iteration 43Q: 3 clusters Score -2.155499e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -21555016.000000 Penalty: 5892.797363
	Iteration 44Q: 3 clusters Score -2.155502e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 140093 members 
Entering Unmasked Estep 
Score: -21555000.000000 Penalty: 5892.797363
	Iteration 45Q: 3 clusters Score -2.1555e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 140157 members 
Entering Unmasked Estep 
Score: -21555054.000000 Penalty: 5892.797363
	Iteration 46Q: 3 clusters Score -2.155505e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -21555034.000000 Penalty: 5892.797363
	Iteration 47Q: 3 clusters Score -2.155503e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 140266 members 
Entering Unmasked Estep 
Score: -21555076.000000 Penalty: 5892.797363
	Iteration 48Q: 3 clusters Score -2.155508e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 140334 members 
Entering Unmasked Estep 
Score: -21555060.000000 Penalty: 5892.797363
	Iteration 49Q: 3 clusters Score -2.155506e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 140385 members 
Entering Unmasked Estep 
Score: -21555066.000000 Penalty: 5892.797363
	Iteration 50Q: 3 clusters Score -2.155507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 140431 members 
Entering Unmasked Estep 
Score: -21555058.000000 Penalty: 5892.797363
	Iteration 51Q: 3 clusters Score -2.155506e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 140471 members 
Entering Unmasked Estep 
Score: -21555078.000000 Penalty: 5892.797363
	Iteration 52Q: 3 clusters Score -2.155508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 140504 members 
Entering Unmasked Estep 
Score: -21555062.000000 Penalty: 5892.797363
	Iteration 53Q: 3 clusters Score -2.155506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 140538 members 
Entering Unmasked Estep 
Score: -21555074.000000 Penalty: 5892.797363
	Iteration 54Q: 3 clusters Score -2.155507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 140556 members 
Entering Unmasked Estep 
Score: -21555086.000000 Penalty: 5892.797363
	Iteration 55Q: 3 clusters Score -2.155509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -21555076.000000 Penalty: 5892.797363
	Iteration 56Q: 3 clusters Score -2.155508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 140586 members 
Entering Unmasked Estep 
Score: -21555072.000000 Penalty: 5892.797363
	Iteration 57Q: 3 clusters Score -2.155507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 140599 members 
Entering Unmasked Estep 
Score: -21555062.000000 Penalty: 5892.797363
	Iteration 58Q: 3 clusters Score -2.155506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
Score: -21555070.000000 Penalty: 5892.797363
	Iteration 59Q: 3 clusters Score -2.155507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -21555070.000000 Penalty: 5892.797363
	Iteration 60F: 3 clusters Score -2.155507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 140633 members 
Entering Unmasked Estep 
Score: -21555060.000000 Penalty: 5892.797363
	Iteration 61Q: 3 clusters Score -2.155506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 140643 members 
Entering Unmasked Estep 
Score: -21555076.000000 Penalty: 5892.797363
	Iteration 62Q: 3 clusters Score -2.155508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 140653 members 
Entering Unmasked Estep 
Score: -21555080.000000 Penalty: 5892.797363
	Iteration 63Q: 3 clusters Score -2.155508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 140669 members 
Entering Unmasked Estep 
Score: -21555080.000000 Penalty: 5892.797363
	Iteration 64Q: 3 clusters Score -2.155508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 140684 members 
Entering Unmasked Estep 
Score: -21555082.000000 Penalty: 5892.797363
	Iteration 65Q: 3 clusters Score -2.155508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 140691 members 
Entering Unmasked Estep 
Score: -21555086.000000 Penalty: 5892.797363
	Iteration 66Q: 3 clusters Score -2.155509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 140697 members 
Entering Unmasked Estep 
Score: -21555070.000000 Penalty: 5892.797363
	Iteration 67Q: 3 clusters Score -2.155507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 140701 members 
Entering Unmasked Estep 
Score: -21555078.000000 Penalty: 5892.797363
	Iteration 68Q: 3 clusters Score -2.155508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 140710 members 
Entering Unmasked Estep 
Score: -21555088.000000 Penalty: 5892.797363
	Iteration 69Q: 3 clusters Score -2.155509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -21555096.000000 Penalty: 5892.797363
	Iteration 70Q: 3 clusters Score -2.15551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -21555094.000000 Penalty: 5892.797363
	Iteration 71Q: 3 clusters Score -2.155509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 140716 members 
Entering Unmasked Estep 
Score: -21555078.000000 Penalty: 5892.797363
	Iteration 72Q: 3 clusters Score -2.155508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -21555088.000000 Penalty: 5892.797363
	Iteration 73Q: 3 clusters Score -2.155509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 140721 members 
Entering Unmasked Estep 
Score: -21555102.000000 Penalty: 5892.797363
	Iteration 74Q: 3 clusters Score -2.15551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 140725 members 
Entering Unmasked Estep 
Score: -21555104.000000 Penalty: 5892.797363
	Iteration 75Q: 3 clusters Score -2.15551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 140730 members 
Entering Unmasked Estep 
Score: -21555092.000000 Penalty: 5892.797363
	Iteration 76Q: 3 clusters Score -2.155509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -21555082.000000 Penalty: 5892.797363
	Iteration 77Q: 3 clusters Score -2.155508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -21555076.000000 Penalty: 5892.797363
	Iteration 78Q: 3 clusters Score -2.155508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -21555092.000000 Penalty: 5892.797363
	Iteration 79Q: 3 clusters Score -2.155509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -21555096.000000 Penalty: 5892.797363
	Iteration 80F: 3 clusters Score -2.15551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 140743 members 
Entering Unmasked Estep 
Score: -21555094.000000 Penalty: 5892.797363
	Iteration 81Q: 3 clusters Score -2.155509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 140743 members 
Entering Unmasked Estep 
Score: -21555094.000000 Penalty: 5892.797363
	Iteration 82F: 3 clusters Score -2.155509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Entering Unmasked Estep 
Score: -3371943.000000 Penalty: 2507.071533
	Iteration 0F: 2 clusters Score -3371943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3354852.500000 Penalty: 5014.143066
	Iteration 0F: 3 clusters Score -3354852 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3361059.000000 Penalty: 5014.143066
	Iteration 1F: 3 clusters Score -3361059 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3361647.000000 Penalty: 5014.143066
	Iteration 2F: 3 clusters Score -3361647 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3362241.750000 Penalty: 5014.143066
	Iteration 3F: 3 clusters Score -3362242 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3362872.500000 Penalty: 5014.143066
	Iteration 4F: 3 clusters Score -3362872 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3363589.250000 Penalty: 5014.143066
	Iteration 5F: 3 clusters Score -3363589 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3364383.750000 Penalty: 5014.143066
	Iteration 6F: 3 clusters Score -3364384 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3365203.500000 Penalty: 5014.143066
	Iteration 7F: 3 clusters Score -3365204 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3365996.250000 Penalty: 5014.143066
	Iteration 8Q: 3 clusters Score -3365996 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3366663.000000 Penalty: 5014.143066
	Iteration 9Q: 3 clusters Score -3366663 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3367258.750000 Penalty: 5014.143066
	Iteration 10Q: 3 clusters Score -3367259 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3367686.000000 Penalty: 5014.143066
	Iteration 11Q: 3 clusters Score -3367686 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3368009.250000 Penalty: 5014.143066
	Iteration 12Q: 3 clusters Score -3368009 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3368261.500000 Penalty: 5014.143066
	Iteration 13Q: 3 clusters Score -3368262 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3368461.250000 Penalty: 5014.143066
	Iteration 14Q: 3 clusters Score -3368461 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3368614.500000 Penalty: 5014.143066
	Iteration 15Q: 3 clusters Score -3368614 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3368735.500000 Penalty: 5014.143066
	Iteration 16Q: 3 clusters Score -3368736 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3368814.500000 Penalty: 5014.143066
	Iteration 17Q: 3 clusters Score -3368814 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3368920.250000 Penalty: 5014.143066
	Iteration 18Q: 3 clusters Score -3368920 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3369010.000000 Penalty: 5014.143066
	Iteration 19Q: 3 clusters Score -3369010 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3369102.250000 Penalty: 5014.143066
	Iteration 20F: 3 clusters Score -3369102 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3369170.750000 Penalty: 5014.143066
	Iteration 21Q: 3 clusters Score -3369171 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3369259.750000 Penalty: 5014.143066
	Iteration 22Q: 3 clusters Score -3369260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3369320.000000 Penalty: 5014.143066
	Iteration 23Q: 3 clusters Score -3369320 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3369370.000000 Penalty: 5014.143066
	Iteration 24Q: 3 clusters Score -3369370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3369411.250000 Penalty: 5014.143066
	Iteration 25Q: 3 clusters Score -3369411 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3369468.750000 Penalty: 5014.143066
	Iteration 26Q: 3 clusters Score -3369469 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3369498.750000 Penalty: 5014.143066
	Iteration 27Q: 3 clusters Score -3369499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3369528.750000 Penalty: 5014.143066
	Iteration 28Q: 3 clusters Score -3369529 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3369570.000000 Penalty: 5014.143066
	Iteration 29Q: 3 clusters Score -3369570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3369609.250000 Penalty: 5014.143066
	Iteration 30Q: 3 clusters Score -3369609 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3369642.250000 Penalty: 5014.143066
	Iteration 31Q: 3 clusters Score -3369642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3369667.500000 Penalty: 5014.143066
	Iteration 32Q: 3 clusters Score -3369668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3369684.000000 Penalty: 5014.143066
	Iteration 33Q: 3 clusters Score -3369684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3369712.500000 Penalty: 5014.143066
	Iteration 34Q: 3 clusters Score -3369712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3369743.500000 Penalty: 5014.143066
	Iteration 35Q: 3 clusters Score -3369744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3369775.500000 Penalty: 5014.143066
	Iteration 36Q: 3 clusters Score -3369776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3369789.750000 Penalty: 5014.143066
	Iteration 37Q: 3 clusters Score -3369790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3369795.750000 Penalty: 5014.143066
	Iteration 38Q: 3 clusters Score -3369796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3369805.500000 Penalty: 5014.143066
	Iteration 39Q: 3 clusters Score -3369806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3369813.500000 Penalty: 5014.143066
	Iteration 40F: 3 clusters Score -3369814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3369817.000000 Penalty: 5014.143066
	Iteration 41Q: 3 clusters Score -3369817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3369833.250000 Penalty: 5014.143066
	Iteration 42Q: 3 clusters Score -3369833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3369841.000000 Penalty: 5014.143066
	Iteration 43Q: 3 clusters Score -3369841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3369850.000000 Penalty: 5014.143066
	Iteration 44Q: 3 clusters Score -3369850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3369859.250000 Penalty: 5014.143066
	Iteration 45Q: 3 clusters Score -3369859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3369871.000000 Penalty: 5014.143066
	Iteration 46Q: 3 clusters Score -3369871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3369878.500000 Penalty: 5014.143066
	Iteration 47Q: 3 clusters Score -3369878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3369885.500000 Penalty: 5014.143066
	Iteration 48Q: 3 clusters Score -3369886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3369895.500000 Penalty: 5014.143066
	Iteration 49Q: 3 clusters Score -3369896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3369900.250000 Penalty: 5014.143066
	Iteration 50Q: 3 clusters Score -3369900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3369900.750000 Penalty: 5014.143066
	Iteration 51Q: 3 clusters Score -3369901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3369903.250000 Penalty: 5014.143066
	Iteration 52Q: 3 clusters Score -3369903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3369905.250000 Penalty: 5014.143066
	Iteration 53Q: 3 clusters Score -3369905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3369906.000000 Penalty: 5014.143066
	Iteration 54Q: 3 clusters Score -3369906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3369905.000000 Penalty: 5014.143066
	Iteration 55Q: 3 clusters Score -3369905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3369905.750000 Penalty: 5014.143066
	Iteration 56Q: 3 clusters Score -3369906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3369910.250000 Penalty: 5014.143066
	Iteration 57Q: 3 clusters Score -3369910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3369910.750000 Penalty: 5014.143066
	Iteration 58Q: 3 clusters Score -3369911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3369914.250000 Penalty: 5014.143066
	Iteration 59Q: 3 clusters Score -3369914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3369918.750000 Penalty: 5014.143066
	Iteration 60F: 3 clusters Score -3369919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3369915.750000 Penalty: 5014.143066
	Iteration 61Q: 3 clusters Score -3369916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3369916.750000 Penalty: 5014.143066
	Iteration 62Q: 3 clusters Score -3369917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3369917.000000 Penalty: 5014.143066
	Iteration 63Q: 3 clusters Score -3369917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3369915.500000 Penalty: 5014.143066
	Iteration 64Q: 3 clusters Score -3369916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3369915.750000 Penalty: 5014.143066
	Iteration 65Q: 3 clusters Score -3369916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3369915.750000 Penalty: 5014.143066
	Iteration 66F: 3 clusters Score -3369916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -719466.125000 Penalty: 2117.126221
	Iteration 0F: 2 clusters Score -719466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -714884.875000 Penalty: 4234.252441
	Iteration 0F: 3 clusters Score -714884.9 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -715977.187500 Penalty: 4234.252441
	Iteration 1F: 3 clusters Score -715977.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -716204.250000 Penalty: 4234.252441
	Iteration 2F: 3 clusters Score -716204.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -716383.562500 Penalty: 4234.252441
	Iteration 3F: 3 clusters Score -716383.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -716513.125000 Penalty: 4234.252441
	Iteration 4Q: 3 clusters Score -716513.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -716628.937500 Penalty: 4234.252441
	Iteration 5Q: 3 clusters Score -716628.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -716726.250000 Penalty: 4234.252441
	Iteration 6Q: 3 clusters Score -716726.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -716799.125000 Penalty: 4234.252441
	Iteration 7Q: 3 clusters Score -716799.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -716870.937500 Penalty: 4234.252441
	Iteration 8Q: 3 clusters Score -716870.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -716947.187500 Penalty: 4234.252441
	Iteration 9Q: 3 clusters Score -716947.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -717038.250000 Penalty: 4234.252441
	Iteration 10Q: 3 clusters Score -717038.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -717132.875000 Penalty: 4234.252441
	Iteration 11Q: 3 clusters Score -717132.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -717230.000000 Penalty: 4234.252441
	Iteration 12Q: 3 clusters Score -717230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -717312.562500 Penalty: 4234.252441
	Iteration 13Q: 3 clusters Score -717312.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -717388.187500 Penalty: 4234.252441
	Iteration 14Q: 3 clusters Score -717388.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -717446.687500 Penalty: 4234.252441
	Iteration 15Q: 3 clusters Score -717446.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -717487.750000 Penalty: 4234.252441
	Iteration 16Q: 3 clusters Score -717487.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -717517.000000 Penalty: 4234.252441
	Iteration 17Q: 3 clusters Score -717517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -717539.500000 Penalty: 4234.252441
	Iteration 18Q: 3 clusters Score -717539.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -717556.125000 Penalty: 4234.252441
	Iteration 19Q: 3 clusters Score -717556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -717563.562500 Penalty: 4234.252441
	Iteration 20F: 3 clusters Score -717563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -717568.062500 Penalty: 4234.252441
	Iteration 21Q: 3 clusters Score -717568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -717571.500000 Penalty: 4234.252441
	Iteration 22Q: 3 clusters Score -717571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -717573.375000 Penalty: 4234.252441
	Iteration 23Q: 3 clusters Score -717573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -717576.312500 Penalty: 4234.252441
	Iteration 24Q: 3 clusters Score -717576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -717579.000000 Penalty: 4234.252441
	Iteration 25Q: 3 clusters Score -717579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -717585.625000 Penalty: 4234.252441
	Iteration 26Q: 3 clusters Score -717585.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -717590.562500 Penalty: 4234.252441
	Iteration 27Q: 3 clusters Score -717590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -717593.187500 Penalty: 4234.252441
	Iteration 28Q: 3 clusters Score -717593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -717603.437500 Penalty: 4234.252441
	Iteration 29Q: 3 clusters Score -717603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -717609.250000 Penalty: 4234.252441
	Iteration 30Q: 3 clusters Score -717609.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -717617.312500 Penalty: 4234.252441
	Iteration 31Q: 3 clusters Score -717617.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -717626.750000 Penalty: 4234.252441
	Iteration 32Q: 3 clusters Score -717626.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -717634.437500 Penalty: 4234.252441
	Iteration 33Q: 3 clusters Score -717634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -717639.312500 Penalty: 4234.252441
	Iteration 34Q: 3 clusters Score -717639.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -717645.750000 Penalty: 4234.252441
	Iteration 35Q: 3 clusters Score -717645.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -717651.812500 Penalty: 4234.252441
	Iteration 36Q: 3 clusters Score -717651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -717657.062500 Penalty: 4234.252441
	Iteration 37Q: 3 clusters Score -717657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -717658.687500 Penalty: 4234.252441
	Iteration 38Q: 3 clusters Score -717658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -717661.437500 Penalty: 4234.252441
	Iteration 39Q: 3 clusters Score -717661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -717665.875000 Penalty: 4234.252441
	Iteration 40F: 3 clusters Score -717665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -717668.437500 Penalty: 4234.252441
	Iteration 41Q: 3 clusters Score -717668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -717674.312500 Penalty: 4234.252441
	Iteration 42Q: 3 clusters Score -717674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -717680.000000 Penalty: 4234.252441
	Iteration 43Q: 3 clusters Score -717680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -717684.187500 Penalty: 4234.252441
	Iteration 44Q: 3 clusters Score -717684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -717689.875000 Penalty: 4234.252441
	Iteration 45Q: 3 clusters Score -717689.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -717695.812500 Penalty: 4234.252441
	Iteration 46Q: 3 clusters Score -717695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -717697.750000 Penalty: 4234.252441
	Iteration 47Q: 3 clusters Score -717697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -717702.562500 Penalty: 4234.252441
	Iteration 48Q: 3 clusters Score -717702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -717703.437500 Penalty: 4234.252441
	Iteration 49Q: 3 clusters Score -717703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -717707.000000 Penalty: 4234.252441
	Iteration 50Q: 3 clusters Score -717707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -717706.750000 Penalty: 4234.252441
	Iteration 51Q: 3 clusters Score -717706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -717708.125000 Penalty: 4234.252441
	Iteration 52Q: 3 clusters Score -717708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -717707.875000 Penalty: 4234.252441
	Iteration 53Q: 3 clusters Score -717707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -717707.875000 Penalty: 4234.252441
	Iteration 54F: 3 clusters Score -717707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26682.843750 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26682.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25705.884766 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25705.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25863.794922 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25863.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25904.093750 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -25904.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25926.955078 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -25926.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25954.148438 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -25954.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25967.197266 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -25967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25971.775391 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -25971.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25971.775391 Penalty: 2663.836426
	Iteration 7F: 3 clusters Score -25971.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -132106.031250 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -132106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130261.640625 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -130261.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130553.945312 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -130553.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130635.648438 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -130635.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130693.820312 Penalty: 3392.380371
	Iteration 3Q: 3 clusters Score -130693.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130725.570312 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -130725.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -130745.210938 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -130745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -130761.234375 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -130761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130773.703125 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -130773.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -130791.031250 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -130791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130814.296875 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -130814.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130854.179688 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -130854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -130873.195312 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -130873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130891.132812 Penalty: 3392.380371
	Iteration 12Q: 3 clusters Score -130891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130896.851562 Penalty: 3392.380371
	Iteration 13Q: 3 clusters Score -130896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130903.062500 Penalty: 3392.380371
	Iteration 14Q: 3 clusters Score -130903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130908.468750 Penalty: 3392.380371
	Iteration 15Q: 3 clusters Score -130908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130911.726562 Penalty: 3392.380371
	Iteration 16Q: 3 clusters Score -130911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130919.539062 Penalty: 3392.380371
	Iteration 17Q: 3 clusters Score -130919.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -130928.171875 Penalty: 3392.380371
	Iteration 18Q: 3 clusters Score -130928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130933.429688 Penalty: 3392.380371
	Iteration 19Q: 3 clusters Score -130933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130936.265625 Penalty: 3392.380371
	Iteration 20F: 3 clusters Score -130936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130939.406250 Penalty: 3392.380371
	Iteration 21Q: 3 clusters Score -130939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130946.640625 Penalty: 3392.380371
	Iteration 22Q: 3 clusters Score -130946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -130950.445312 Penalty: 3392.380371
	Iteration 23Q: 3 clusters Score -130950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -130952.921875 Penalty: 3392.380371
	Iteration 24Q: 3 clusters Score -130952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -130952.921875 Penalty: 3392.380371
	Iteration 25F: 3 clusters Score -130952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -238594.421875 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -238594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -236134.046875 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -236134 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -236665.078125 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -236665.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -236850.125000 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -236850.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -236992.750000 Penalty: 3704.948486
	Iteration 3F: 3 clusters Score -236992.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -237087.750000 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -237087.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -237148.203125 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -237148.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -237181.437500 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -237181.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -237208.187500 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -237208.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -237242.609375 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -237242.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -237273.484375 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -237273.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237315.859375 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -237315.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -237375.156250 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -237375.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -237434.296875 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -237434.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -237473.312500 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -237473.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237516.937500 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -237516.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -237576.265625 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -237576.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237640.125000 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -237640.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -237710.796875 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -237710.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -237782.546875 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -237782.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -237832.250000 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -237832.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -237875.265625 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -237875.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237931.375000 Penalty: 3704.948486
	Iteration 21Q: 3 clusters Score -237931.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -237976.687500 Penalty: 3704.948486
	Iteration 22Q: 3 clusters Score -237976.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238001.953125 Penalty: 3704.948486
	Iteration 23Q: 3 clusters Score -238002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -238021.265625 Penalty: 3704.948486
	Iteration 24Q: 3 clusters Score -238021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -238030.328125 Penalty: 3704.948486
	Iteration 25Q: 3 clusters Score -238030.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -238045.843750 Penalty: 3704.948486
	Iteration 26Q: 3 clusters Score -238045.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238068.312500 Penalty: 3704.948486
	Iteration 27Q: 3 clusters Score -238068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -238080.843750 Penalty: 3704.948486
	Iteration 28Q: 3 clusters Score -238080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -238086.687500 Penalty: 3704.948486
	Iteration 29Q: 3 clusters Score -238086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238088.437500 Penalty: 3704.948486
	Iteration 30Q: 3 clusters Score -238088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -238091.359375 Penalty: 3704.948486
	Iteration 31Q: 3 clusters Score -238091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -238094.843750 Penalty: 3704.948486
	Iteration 32Q: 3 clusters Score -238094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -238098.953125 Penalty: 3704.948486
	Iteration 33Q: 3 clusters Score -238099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -238101.046875 Penalty: 3704.948486
	Iteration 34Q: 3 clusters Score -238101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -238103.328125 Penalty: 3704.948486
	Iteration 35Q: 3 clusters Score -238103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -238104.968750 Penalty: 3704.948486
	Iteration 36Q: 3 clusters Score -238105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -238105.609375 Penalty: 3704.948486
	Iteration 37Q: 3 clusters Score -238105.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -238105.609375 Penalty: 3704.948486
	Iteration 38F: 3 clusters Score -238105.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Entering Unmasked Estep 
Score: -2409898.000000 Penalty: 2399.061035
	Iteration 0F: 2 clusters Score -2409898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2398429.500000 Penalty: 4798.122070
	Iteration 0F: 3 clusters Score -2398430 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2401910.750000 Penalty: 4798.122070
	Iteration 1F: 3 clusters Score -2401911 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2402201.500000 Penalty: 4798.122070
	Iteration 2F: 3 clusters Score -2402202 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2402423.500000 Penalty: 4798.122070
	Iteration 3Q: 3 clusters Score -2402424 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2402589.750000 Penalty: 4798.122070
	Iteration 4Q: 3 clusters Score -2402590 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2402765.250000 Penalty: 4798.122070
	Iteration 5Q: 3 clusters Score -2402765 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2402914.500000 Penalty: 4798.122070
	Iteration 6Q: 3 clusters Score -2402914 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2403055.250000 Penalty: 4798.122070
	Iteration 7Q: 3 clusters Score -2403055 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2403225.250000 Penalty: 4798.122070
	Iteration 8Q: 3 clusters Score -2403225 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2403411.000000 Penalty: 4798.122070
	Iteration 9Q: 3 clusters Score -2403411 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2403672.750000 Penalty: 4798.122070
	Iteration 10Q: 3 clusters Score -2403673 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2404021.500000 Penalty: 4798.122070
	Iteration 11Q: 3 clusters Score -2404022 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2404508.000000 Penalty: 4798.122070
	Iteration 12Q: 3 clusters Score -2404508 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2405069.750000 Penalty: 4798.122070
	Iteration 13F: 3 clusters Score -2405070 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2405662.500000 Penalty: 4798.122070
	Iteration 14Q: 3 clusters Score -2405662 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2406243.250000 Penalty: 4798.122070
	Iteration 15Q: 3 clusters Score -2406243 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2406736.750000 Penalty: 4798.122070
	Iteration 16Q: 3 clusters Score -2406737 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2407092.250000 Penalty: 4798.122070
	Iteration 17Q: 3 clusters Score -2407092 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2407306.500000 Penalty: 4798.122070
	Iteration 18Q: 3 clusters Score -2407306 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2407469.250000 Penalty: 4798.122070
	Iteration 19Q: 3 clusters Score -2407469 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2407563.500000 Penalty: 4798.122070
	Iteration 20F: 3 clusters Score -2407564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2407629.250000 Penalty: 4798.122070
	Iteration 21Q: 3 clusters Score -2407629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2407653.500000 Penalty: 4798.122070
	Iteration 22Q: 3 clusters Score -2407654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2407667.750000 Penalty: 4798.122070
	Iteration 23Q: 3 clusters Score -2407668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2407691.000000 Penalty: 4798.122070
	Iteration 24Q: 3 clusters Score -2407691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2407713.000000 Penalty: 4798.122070
	Iteration 25Q: 3 clusters Score -2407713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2407725.500000 Penalty: 4798.122070
	Iteration 26Q: 3 clusters Score -2407726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2407733.250000 Penalty: 4798.122070
	Iteration 27Q: 3 clusters Score -2407733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2407734.750000 Penalty: 4798.122070
	Iteration 28Q: 3 clusters Score -2407735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2407738.500000 Penalty: 4798.122070
	Iteration 29Q: 3 clusters Score -2407738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2407743.500000 Penalty: 4798.122070
	Iteration 30Q: 3 clusters Score -2407744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2407745.000000 Penalty: 4798.122070
	Iteration 31Q: 3 clusters Score -2407745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2407749.000000 Penalty: 4798.122070
	Iteration 32Q: 3 clusters Score -2407749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2407751.000000 Penalty: 4798.122070
	Iteration 33Q: 3 clusters Score -2407751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2407752.000000 Penalty: 4798.122070
	Iteration 34Q: 3 clusters Score -2407752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2407752.500000 Penalty: 4798.122070
	Iteration 35Q: 3 clusters Score -2407752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2407752.500000 Penalty: 4798.122070
	Iteration 36F: 3 clusters Score -2407752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -398529.250000 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -398529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -395381.125000 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -395381.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -395978.437500 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -395978.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -396133.906250 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -396133.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -396197.906250 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -396197.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -396237.468750 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -396237.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -396260.250000 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -396260.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -396288.093750 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -396288.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -396306.000000 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -396306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -396321.937500 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -396321.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -396334.750000 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -396334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -396345.906250 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -396345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -396355.125000 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -396355.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -396364.406250 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -396364.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -396372.750000 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -396372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -396378.125000 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -396378.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -396383.500000 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -396383.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -396390.562500 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -396390.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -396398.625000 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -396398.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -396406.093750 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -396406.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -396413.625000 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -396413.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -396418.781250 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -396418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -396427.968750 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -396428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -396437.718750 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -396437.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -396447.218750 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -396447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -396453.500000 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -396453.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -396458.000000 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -396458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -396462.906250 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -396462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -396467.031250 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -396467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -396474.500000 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -396474.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -396479.593750 Penalty: 3927.639893
	Iteration 29Q: 3 clusters Score -396479.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -396483.156250 Penalty: 3927.639893
	Iteration 30Q: 3 clusters Score -396483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -396486.406250 Penalty: 3927.639893
	Iteration 31Q: 3 clusters Score -396486.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -396492.406250 Penalty: 3927.639893
	Iteration 32Q: 3 clusters Score -396492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -396498.343750 Penalty: 3927.639893
	Iteration 33Q: 3 clusters Score -396498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -396502.093750 Penalty: 3927.639893
	Iteration 34Q: 3 clusters Score -396502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -396505.000000 Penalty: 3927.639893
	Iteration 35Q: 3 clusters Score -396505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -396509.000000 Penalty: 3927.639893
	Iteration 36Q: 3 clusters Score -396509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -396512.187500 Penalty: 3927.639893
	Iteration 37Q: 3 clusters Score -396512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -396514.375000 Penalty: 3927.639893
	Iteration 38Q: 3 clusters Score -396514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -396514.781250 Penalty: 3927.639893
	Iteration 39Q: 3 clusters Score -396514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -396515.468750 Penalty: 3927.639893
	Iteration 40F: 3 clusters Score -396515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396516.406250 Penalty: 3927.639893
	Iteration 41Q: 3 clusters Score -396516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -396517.437500 Penalty: 3927.639893
	Iteration 42Q: 3 clusters Score -396517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -396518.812500 Penalty: 3927.639893
	Iteration 43Q: 3 clusters Score -396518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -396518.812500 Penalty: 3927.639893
	Iteration 44F: 3 clusters Score -396518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -338644.312500 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -338644.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -335873.781250 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -335873.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -336460.906250 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -336460.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -336616.843750 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -336616.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -336703.250000 Penalty: 3840.231445
	Iteration 3Q: 3 clusters Score -336703.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -336768.062500 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -336768.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -336841.343750 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -336841.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -336908.500000 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -336908.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -336985.375000 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -336985.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -337076.750000 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -337076.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -337222.437500 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -337222.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -337335.937500 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -337335.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -337418.156250 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -337418.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -337495.812500 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -337495.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -337592.343750 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -337592.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -337681.437500 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -337681.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337764.468750 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -337764.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -337830.093750 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -337830.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -337886.562500 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -337886.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -337937.375000 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -337937.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -337983.312500 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -337983.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -338025.687500 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -338025.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -338062.125000 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -338062.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -338087.093750 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -338087.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -338111.843750 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -338111.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -338126.031250 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -338126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -338143.281250 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -338143.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -338151.531250 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -338151.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -338156.656250 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -338156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -338157.781250 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -338157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -338159.000000 Penalty: 3840.231445
	Iteration 29Q: 3 clusters Score -338159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -338159.593750 Penalty: 3840.231445
	Iteration 30Q: 3 clusters Score -338159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -338159.593750 Penalty: 3840.231445
	Iteration 31F: 3 clusters Score -338159.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -96335.492188 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -96335.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94664.992188 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -94664.99 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -94981.898438 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -94981.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95158.367188 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -95158.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95233.445312 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -95233.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95277.015625 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -95277.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95298.890625 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -95298.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95331.281250 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -95331.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95344.429688 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -95344.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95363.906250 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -95363.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95370.648438 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -95370.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95377.804688 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -95377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95377.804688 Penalty: 3282.231934
	Iteration 11F: 3 clusters Score -95377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -35289.984375 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -35289.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34193.695312 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -34193.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34408.199219 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -34408.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34508.683594 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -34508.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34587.082031 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -34587.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34660.417969 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -34660.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34705.246094 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -34705.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34749.144531 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -34749.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34778.460938 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -34778.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34810.941406 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -34810.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34862.253906 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -34862.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34870.234375 Penalty: 2874.844727
	Iteration 10Q: 3 clusters Score -34870.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34870.558594 Penalty: 2874.844727
	Iteration 11F: 3 clusters Score -34870.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34883.132812 Penalty: 2874.844727
	Iteration 12Q: 3 clusters Score -34883.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34888.816406 Penalty: 2874.844727
	Iteration 13Q: 3 clusters Score -34888.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34888.816406 Penalty: 2874.844727
	Iteration 14F: 3 clusters Score -34888.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -35550.398438 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -35550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34343.046875 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -34343.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34426.914062 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -34426.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34466.851562 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -34466.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34466.851562 Penalty: 2778.651123
	Iteration 3F: 3 clusters Score -34466.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Entering Unmasked Estep 
Score: -5042855.500000 Penalty: 2588.962891
	Iteration 0F: 2 clusters Score -5042856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5019535.500000 Penalty: 5177.925781
	Iteration 0F: 3 clusters Score -5019536 nChanged 15644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -5027989.500000 Penalty: 5177.925781
	Iteration 1F: 3 clusters Score -5027990 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5028576.500000 Penalty: 5177.925781
	Iteration 2Q: 3 clusters Score -5028576 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5029223.000000 Penalty: 5177.925781
	Iteration 3Q: 3 clusters Score -5029223 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5030030.500000 Penalty: 5177.925781
	Iteration 4Q: 3 clusters Score -5030030 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5031076.500000 Penalty: 5177.925781
	Iteration 5F: 3 clusters Score -5031076 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5032519.000000 Penalty: 5177.925781
	Iteration 6F: 3 clusters Score -5032519 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -5034254.500000 Penalty: 5177.925781
	Iteration 7F: 3 clusters Score -5034254 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -5036072.000000 Penalty: 5177.925781
	Iteration 8F: 3 clusters Score -5036072 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -5037650.000000 Penalty: 5177.925781
	Iteration 9F: 3 clusters Score -5037650 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -5038811.000000 Penalty: 5177.925781
	Iteration 10Q: 3 clusters Score -5038811 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -5039563.000000 Penalty: 5177.925781
	Iteration 11Q: 3 clusters Score -5039563 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -5039949.500000 Penalty: 5177.925781
	Iteration 12Q: 3 clusters Score -5039950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -5040216.500000 Penalty: 5177.925781
	Iteration 13Q: 3 clusters Score -5040216 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -5040356.500000 Penalty: 5177.925781
	Iteration 14Q: 3 clusters Score -5040356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -5040446.500000 Penalty: 5177.925781
	Iteration 15Q: 3 clusters Score -5040446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -5040494.000000 Penalty: 5177.925781
	Iteration 16Q: 3 clusters Score -5040494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -5040530.500000 Penalty: 5177.925781
	Iteration 17Q: 3 clusters Score -5040530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -5040551.000000 Penalty: 5177.925781
	Iteration 18Q: 3 clusters Score -5040551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -5040572.000000 Penalty: 5177.925781
	Iteration 19Q: 3 clusters Score -5040572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5040592.500000 Penalty: 5177.925781
	Iteration 20F: 3 clusters Score -5040592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5040592.000000 Penalty: 5177.925781
	Iteration 21Q: 3 clusters Score -5040592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5040600.000000 Penalty: 5177.925781
	Iteration 22Q: 3 clusters Score -5040600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5040601.000000 Penalty: 5177.925781
	Iteration 23Q: 3 clusters Score -5040601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5040604.500000 Penalty: 5177.925781
	Iteration 24Q: 3 clusters Score -5040604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5040607.500000 Penalty: 5177.925781
	Iteration 25Q: 3 clusters Score -5040608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5040608.500000 Penalty: 5177.925781
	Iteration 26Q: 3 clusters Score -5040608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -5040610.000000 Penalty: 5177.925781
	Iteration 27Q: 3 clusters Score -5040610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5040614.000000 Penalty: 5177.925781
	Iteration 28Q: 3 clusters Score -5040614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5040620.000000 Penalty: 5177.925781
	Iteration 29Q: 3 clusters Score -5040620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5040617.000000 Penalty: 5177.925781
	Iteration 30Q: 3 clusters Score -5040617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5040617.000000 Penalty: 5177.925781
	Iteration 31F: 3 clusters Score -5040617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -518586.312500 Penalty: 2030.312256
	Iteration 0F: 2 clusters Score -518586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -514995.562500 Penalty: 4060.624512
	Iteration 0F: 3 clusters Score -514995.6 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -515812.750000 Penalty: 4060.624512
	Iteration 1F: 3 clusters Score -515812.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -516040.968750 Penalty: 4060.624512
	Iteration 2F: 3 clusters Score -516041 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -516208.125000 Penalty: 4060.624512
	Iteration 3F: 3 clusters Score -516208.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -516312.750000 Penalty: 4060.624512
	Iteration 4Q: 3 clusters Score -516312.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -516388.031250 Penalty: 4060.624512
	Iteration 5Q: 3 clusters Score -516388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -516478.375000 Penalty: 4060.624512
	Iteration 6Q: 3 clusters Score -516478.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -516573.500000 Penalty: 4060.624512
	Iteration 7Q: 3 clusters Score -516573.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -516670.781250 Penalty: 4060.624512
	Iteration 8Q: 3 clusters Score -516670.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -516788.781250 Penalty: 4060.624512
	Iteration 9Q: 3 clusters Score -516788.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -516919.218750 Penalty: 4060.624512
	Iteration 10Q: 3 clusters Score -516919.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -517094.375000 Penalty: 4060.624512
	Iteration 11Q: 3 clusters Score -517094.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -517270.031250 Penalty: 4060.624512
	Iteration 12Q: 3 clusters Score -517270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -517476.562500 Penalty: 4060.624512
	Iteration 13Q: 3 clusters Score -517476.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -517680.031250 Penalty: 4060.624512
	Iteration 14Q: 3 clusters Score -517680 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -517838.875000 Penalty: 4060.624512
	Iteration 15Q: 3 clusters Score -517838.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -517933.625000 Penalty: 4060.624512
	Iteration 16Q: 3 clusters Score -517933.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -517977.562500 Penalty: 4060.624512
	Iteration 17Q: 3 clusters Score -517977.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -517994.093750 Penalty: 4060.624512
	Iteration 18Q: 3 clusters Score -517994.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -518002.375000 Penalty: 4060.624512
	Iteration 19Q: 3 clusters Score -518002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -518007.968750 Penalty: 4060.624512
	Iteration 20F: 3 clusters Score -518008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -518011.343750 Penalty: 4060.624512
	Iteration 21Q: 3 clusters Score -518011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -518012.312500 Penalty: 4060.624512
	Iteration 22Q: 3 clusters Score -518012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -518013.656250 Penalty: 4060.624512
	Iteration 23Q: 3 clusters Score -518013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -518014.656250 Penalty: 4060.624512
	Iteration 24Q: 3 clusters Score -518014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -518016.156250 Penalty: 4060.624512
	Iteration 25Q: 3 clusters Score -518016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -518018.125000 Penalty: 4060.624512
	Iteration 26Q: 3 clusters Score -518018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -518018.093750 Penalty: 4060.624512
	Iteration 27Q: 3 clusters Score -518018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -518018.093750 Penalty: 4060.624512
	Iteration 28F: 3 clusters Score -518018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -91814.726562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -91814.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90121.343750 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -90121.34 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90421.070312 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -90421.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90618.742188 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -90618.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90864.085938 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -90864.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91043.898438 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -91043.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91206.304688 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -91206.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91333.632812 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -91333.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91447.609375 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -91447.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91542.289062 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -91542.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91595.460938 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -91595.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91752.226562 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -91752.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91779.953125 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -91779.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91784.960938 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -91784.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91784.960938 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -91784.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -77220.929688 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -77220.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75573.898438 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -75573.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75919.062500 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -75919.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76096.835938 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -76096.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76211.664062 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -76211.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76337.554688 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -76337.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76399.265625 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -76399.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76440.007812 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -76440.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76460.953125 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -76460.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76477.781250 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -76477.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76486.601562 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -76486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76495.585938 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -76495.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76495.585938 Penalty: 3235.687012
	Iteration 11F: 3 clusters Score -76495.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -347495.625000 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -347495.6 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 1185 members 
Entering Unmasked Estep 
Score: -344634.875000 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -344634.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -345161.718750 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -345161.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -345290.281250 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -345290.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -345362.156250 Penalty: 3861.717529
	Iteration 3Q: 3 clusters Score -345362.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -345408.343750 Penalty: 3861.717529
	Iteration 4Q: 3 clusters Score -345408.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -345440.031250 Penalty: 3861.717529
	Iteration 5Q: 3 clusters Score -345440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -345465.062500 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -345465.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -345484.468750 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -345484.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -345504.250000 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -345504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -345516.312500 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -345516.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -345526.156250 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -345526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -345531.125000 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -345531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -345535.250000 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -345535.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -345541.437500 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -345541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -345551.156250 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -345551.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -345555.781250 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -345555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -345560.500000 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -345560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -345562.718750 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -345562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -345564.843750 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -345564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -345565.468750 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -345565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -345566.562500 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -345566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -345566.906250 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -345566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -345566.906250 Penalty: 3861.717529
	Iteration 22F: 3 clusters Score -345566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35097.421875 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -35097.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33871.324219 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -33871.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33996.707031 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -33996.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34045.113281 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -34045.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34058.042969 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -34058.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34068.218750 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -34068.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34082.691406 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -34082.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34094.914062 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -34094.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34106.828125 Penalty: 2785.918457
	Iteration 7Q: 3 clusters Score -34106.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34117.535156 Penalty: 2785.918457
	Iteration 8Q: 3 clusters Score -34117.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34117.535156 Penalty: 2785.918457
	Iteration 9F: 3 clusters Score -34117.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195451 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144443 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487776.000000 Penalty: 116329.945312
Iteration 279Q: 36 clusters Score -9.548778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195452 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144442 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487800.000000 Penalty: 116329.945312
Iteration 280F: 36 clusters Score -9.54878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195453 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144441 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487784.000000 Penalty: 116329.945312
Iteration 281Q: 36 clusters Score -9.548778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195454 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144440 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487792.000000 Penalty: 116329.945312
Iteration 282Q: 36 clusters Score -9.548779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195454 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144440 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487792.000000 Penalty: 116329.945312
Iteration 283F: 36 clusters Score -9.548779e+07 nChanged 0
Entering ConstructFrom: 
Score: -95487792.000000 Penalty: 116329.945312
Entering ConstructFrom: 
Trying to split cluster 1 (10926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Entering Unmasked Estep 
Score: -1568660.625000 Penalty: 2306.127441
	Iteration 0F: 2 clusters Score -1568661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1560358.375000 Penalty: 4612.254883
	Iteration 0F: 3 clusters Score -1560358 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1562895.875000 Penalty: 4612.254883
	Iteration 1F: 3 clusters Score -1562896 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1563293.875000 Penalty: 4612.254883
	Iteration 2F: 3 clusters Score -1563294 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1563659.250000 Penalty: 4612.254883
	Iteration 3F: 3 clusters Score -1563659 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1564095.750000 Penalty: 4612.254883
	Iteration 4F: 3 clusters Score -1564096 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1564564.375000 Penalty: 4612.254883
	Iteration 5F: 3 clusters Score -1564564 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1565036.250000 Penalty: 4612.254883
	Iteration 6F: 3 clusters Score -1565036 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1565552.750000 Penalty: 4612.254883
	Iteration 7F: 3 clusters Score -1565553 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1566042.125000 Penalty: 4612.254883
	Iteration 8Q: 3 clusters Score -1566042 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1566438.125000 Penalty: 4612.254883
	Iteration 9Q: 3 clusters Score -1566438 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1566749.750000 Penalty: 4612.254883
	Iteration 10Q: 3 clusters Score -1566750 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1566937.875000 Penalty: 4612.254883
	Iteration 11Q: 3 clusters Score -1566938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1567043.000000 Penalty: 4612.254883
	Iteration 12Q: 3 clusters Score -1567043 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1567106.375000 Penalty: 4612.254883
	Iteration 13Q: 3 clusters Score -1567106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1567159.500000 Penalty: 4612.254883
	Iteration 14Q: 3 clusters Score -1567160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1567192.125000 Penalty: 4612.254883
	Iteration 15Q: 3 clusters Score -1567192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1567213.125000 Penalty: 4612.254883
	Iteration 16Q: 3 clusters Score -1567213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1567229.250000 Penalty: 4612.254883
	Iteration 17Q: 3 clusters Score -1567229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1567236.000000 Penalty: 4612.254883
	Iteration 18Q: 3 clusters Score -1567236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1567239.125000 Penalty: 4612.254883
	Iteration 19Q: 3 clusters Score -1567239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1567245.125000 Penalty: 4612.254883
	Iteration 20F: 3 clusters Score -1567245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1567249.625000 Penalty: 4612.254883
	Iteration 21Q: 3 clusters Score -1567250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1567256.125000 Penalty: 4612.254883
	Iteration 22Q: 3 clusters Score -1567256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1567260.250000 Penalty: 4612.254883
	Iteration 23Q: 3 clusters Score -1567260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1567262.250000 Penalty: 4612.254883
	Iteration 24Q: 3 clusters Score -1567262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1567258.625000 Penalty: 4612.254883
	Iteration 25Q: 3 clusters Score -1567259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1567266.375000 Penalty: 4612.254883
	Iteration 26Q: 3 clusters Score -1567266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1567272.125000 Penalty: 4612.254883
	Iteration 27Q: 3 clusters Score -1567272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1567273.500000 Penalty: 4612.254883
	Iteration 28Q: 3 clusters Score -1567274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1567274.500000 Penalty: 4612.254883
	Iteration 29Q: 3 clusters Score -1567274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1567271.250000 Penalty: 4612.254883
	Iteration 30Q: 3 clusters Score -1567271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1567273.875000 Penalty: 4612.254883
	Iteration 31Q: 3 clusters Score -1567274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1567270.250000 Penalty: 4612.254883
	Iteration 32Q: 3 clusters Score -1567270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1567273.000000 Penalty: 4612.254883
	Iteration 33Q: 3 clusters Score -1567273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1567274.750000 Penalty: 4612.254883
	Iteration 34Q: 3 clusters Score -1567275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1567275.625000 Penalty: 4612.254883
	Iteration 35Q: 3 clusters Score -1567276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1567278.125000 Penalty: 4612.254883
	Iteration 36Q: 3 clusters Score -1567278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1567279.125000 Penalty: 4612.254883
	Iteration 37Q: 3 clusters Score -1567279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1567279.750000 Penalty: 4612.254883
	Iteration 38Q: 3 clusters Score -1567280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1567278.500000 Penalty: 4612.254883
	Iteration 39Q: 3 clusters Score -1567278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1567277.625000 Penalty: 4612.254883
	Iteration 40F: 3 clusters Score -1567278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Entering Unmasked Estep 
Score: -3541572.750000 Penalty: 2515.506836
	Iteration 0F: 2 clusters Score -3541573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3523942.000000 Penalty: 5031.013672
	Iteration 0F: 3 clusters Score -3523942 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3530384.000000 Penalty: 5031.013672
	Iteration 1F: 3 clusters Score -3530384 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3531020.000000 Penalty: 5031.013672
	Iteration 2F: 3 clusters Score -3531020 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3531713.250000 Penalty: 5031.013672
	Iteration 3F: 3 clusters Score -3531713 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3532497.750000 Penalty: 5031.013672
	Iteration 4F: 3 clusters Score -3532498 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3533324.500000 Penalty: 5031.013672
	Iteration 5F: 3 clusters Score -3533324 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3534181.000000 Penalty: 5031.013672
	Iteration 6F: 3 clusters Score -3534181 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3534955.000000 Penalty: 5031.013672
	Iteration 7F: 3 clusters Score -3534955 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3535661.000000 Penalty: 5031.013672
	Iteration 8Q: 3 clusters Score -3535661 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3536197.750000 Penalty: 5031.013672
	Iteration 9Q: 3 clusters Score -3536198 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3536556.000000 Penalty: 5031.013672
	Iteration 10Q: 3 clusters Score -3536556 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3536775.750000 Penalty: 5031.013672
	Iteration 11Q: 3 clusters Score -3536776 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3536892.750000 Penalty: 5031.013672
	Iteration 12Q: 3 clusters Score -3536893 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3536983.750000 Penalty: 5031.013672
	Iteration 13Q: 3 clusters Score -3536984 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3537046.000000 Penalty: 5031.013672
	Iteration 14Q: 3 clusters Score -3537046 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3537115.500000 Penalty: 5031.013672
	Iteration 15Q: 3 clusters Score -3537116 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3537170.500000 Penalty: 5031.013672
	Iteration 16Q: 3 clusters Score -3537170 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3537223.500000 Penalty: 5031.013672
	Iteration 17Q: 3 clusters Score -3537224 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3537282.500000 Penalty: 5031.013672
	Iteration 18Q: 3 clusters Score -3537282 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3537322.500000 Penalty: 5031.013672
	Iteration 19Q: 3 clusters Score -3537322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3537345.750000 Penalty: 5031.013672
	Iteration 20F: 3 clusters Score -3537346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3537377.500000 Penalty: 5031.013672
	Iteration 21Q: 3 clusters Score -3537378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3537403.500000 Penalty: 5031.013672
	Iteration 22Q: 3 clusters Score -3537404 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3537441.500000 Penalty: 5031.013672
	Iteration 23Q: 3 clusters Score -3537442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3537457.250000 Penalty: 5031.013672
	Iteration 24Q: 3 clusters Score -3537457 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3537485.500000 Penalty: 5031.013672
	Iteration 25Q: 3 clusters Score -3537486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3537484.500000 Penalty: 5031.013672
	Iteration 26Q: 3 clusters Score -3537484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3537507.750000 Penalty: 5031.013672
	Iteration 27Q: 3 clusters Score -3537508 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3537510.500000 Penalty: 5031.013672
	Iteration 28Q: 3 clusters Score -3537510 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3537529.750000 Penalty: 5031.013672
	Iteration 29Q: 3 clusters Score -3537530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3537543.250000 Penalty: 5031.013672
	Iteration 30Q: 3 clusters Score -3537543 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3537569 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3537596.750000 Penalty: 5031.013672
	Iteration 32Q: 3 clusters Score -3537597 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3537621.250000 Penalty: 5031.013672
	Iteration 33Q: 3 clusters Score -3537621 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3537642.500000 Penalty: 5031.013672
	Iteration 34Q: 3 clusters Score -3537642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3537665 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3537698 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3537722 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3537745.000000 Penalty: 5031.013672
	Iteration 38Q: 3 clusters Score -3537745 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3537773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3537809.500000 Penalty: 5031.013672
	Iteration 40F: 3 clusters Score -3537810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3537825.250000 Penalty: 5031.013672
	Iteration 41Q: 3 clusters Score -3537825 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3537859 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3537884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3537913 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3537948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3537976.250000 Penalty: 5031.013672
	Iteration 46Q: 3 clusters Score -3537976 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3538018.500000 Penalty: 5031.013672
	Iteration 47Q: 3 clusters Score -3538018 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3538065.000000 Penalty: 5031.013672
	Iteration 48Q: 3 clusters Score -3538065 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3538098 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3538146 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3538208.750000 Penalty: 5031.013672
	Iteration 51Q: 3 clusters Score -3538209 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3538254.000000 Penalty: 5031.013672
	Iteration 52Q: 3 clusters Score -3538254 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3538303.250000 Penalty: 5031.013672
	Iteration 53Q: 3 clusters Score -3538303 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3538351.750000 Penalty: 5031.013672
	Iteration 54Q: 3 clusters Score -3538352 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3538388.000000 Penalty: 5031.013672
	Iteration 55Q: 3 clusters Score -3538388 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3538428.250000 Penalty: 5031.013672
	Iteration 56Q: 3 clusters Score -3538428 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3538486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3538528 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3538597 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3538677.500000 Penalty: 5031.013672
	Iteration 60F: 3 clusters Score -3538678 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3538740.500000 Penalty: 5031.013672
	Iteration 61Q: 3 clusters Score -3538740 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3538813.250000 Penalty: 5031.013672
	Iteration 62Q: 3 clusters Score -3538813 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3538860 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3538916.250000 Penalty: 5031.013672
	Iteration 64Q: 3 clusters Score -3538916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3538973 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3539034.750000 Penalty: 5031.013672
	Iteration 66Q: 3 clusters Score -3539035 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3539092.000000 Penalty: 5031.013672
	Iteration 67Q: 3 clusters Score -3539092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3539155.250000 Penalty: 5031.013672
	Iteration 68Q: 3 clusters Score -3539155 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3539205.750000 Penalty: 5031.013672
	Iteration 69Q: 3 clusters Score -3539206 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3539253.000000 Penalty: 5031.013672
	Iteration 70Q: 3 clusters Score -3539253 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3539301.000000 Penalty: 5031.013672
	Iteration 71Q: 3 clusters Score -3539301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3539326.250000 Penalty: 5031.013672
	Iteration 72Q: 3 clusters Score -3539326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3539364.500000 Penalty: 5031.013672
	Iteration 73Q: 3 clusters Score -3539364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3539397.500000 Penalty: 5031.013672
	Iteration 74Q: 3 clusters Score -3539398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3539431.250000 Penalty: 5031.013672
	Iteration 75Q: 3 clusters Score -3539431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3539462.750000 Penalty: 5031.013672
	Iteration 76Q: 3 clusters Score -3539463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3539504.500000 Penalty: 5031.013672
	Iteration 77Q: 3 clusters Score -3539504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3539543.500000 Penalty: 5031.013672
	Iteration 78Q: 3 clusters Score -3539544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3539574.500000 Penalty: 5031.013672
	Iteration 79Q: 3 clusters Score -3539574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3539605.250000 Penalty: 5031.013672
	Iteration 80F: 3 clusters Score -3539605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3539620.750000 Penalty: 5031.013672
	Iteration 81Q: 3 clusters Score -3539621 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3539639.250000 Penalty: 5031.013672
	Iteration 82Q: 3 clusters Score -3539639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3539661.250000 Penalty: 5031.013672
	Iteration 83Q: 3 clusters Score -3539661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3539667.250000 Penalty: 5031.013672
	Iteration 84Q: 3 clusters Score -3539667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3539672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3539677.000000 Penalty: 5031.013672
	Iteration 86Q: 3 clusters Score -3539677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3539692.250000 Penalty: 5031.013672
	Iteration 87Q: 3 clusters Score -3539692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3539698 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3539699.000000 Penalty: 5031.013672
	Iteration 89Q: 3 clusters Score -3539699 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3539707.000000 Penalty: 5031.013672
	Iteration 90Q: 3 clusters Score -3539707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3539712.250000 Penalty: 5031.013672
	Iteration 91Q: 3 clusters Score -3539712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3539721.250000 Penalty: 5031.013672
	Iteration 92Q: 3 clusters Score -3539721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3539725.750000 Penalty: 5031.013672
	Iteration 93Q: 3 clusters Score -3539726 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3539727.250000 Penalty: 5031.013672
	Iteration 94Q: 3 clusters Score -3539727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3539736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3539746.000000 Penalty: 5031.013672
	Iteration 96Q: 3 clusters Score -3539746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3539761.250000 Penalty: 5031.013672
	Iteration 97Q: 3 clusters Score -3539761 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3539762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3539775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3539773.500000 Penalty: 5031.013672
	Iteration 100F: 3 clusters Score -3539774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3539779.750000 Penalty: 5031.013672
	Iteration 101Q: 3 clusters Score -3539780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3539789.500000 Penalty: 5031.013672
	Iteration 102Q: 3 clusters Score -3539790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3539792.500000 Penalty: 5031.013672
	Iteration 103Q: 3 clusters Score -3539792 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3539789 nChanged 6
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Mstep: Class 1 contains 23730 members 
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Entering Unmasked Estep 
Score: -3539793.500000 Penalty: 5031.013672
	Iteration 105Q: 3 clusters Score -3539794 nChanged 4
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Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3539796.000000 Penalty: 5031.013672
	Iteration 106Q: 3 clusters Score -3539796 nChanged 4
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Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3539791.250000 Penalty: 5031.013672
	Iteration 107Q: 3 clusters Score -3539791 nChanged 6
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Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3539790.500000 Penalty: 5031.013672
	Iteration 108Q: 3 clusters Score -3539790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3539794.500000 Penalty: 5031.013672
	Iteration 109Q: 3 clusters Score -3539794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3539792.500000 Penalty: 5031.013672
	Iteration 110Q: 3 clusters Score -3539792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3539791.500000 Penalty: 5031.013672
	Iteration 111Q: 3 clusters Score -3539792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3539790.750000 Penalty: 5031.013672
	Iteration 112Q: 3 clusters Score -3539791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3539793.500000 Penalty: 5031.013672
	Iteration 113Q: 3 clusters Score -3539794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3539794.250000 Penalty: 5031.013672
	Iteration 114Q: 3 clusters Score -3539794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3539795.000000 Penalty: 5031.013672
	Iteration 115Q: 3 clusters Score -3539795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3539795.000000 Penalty: 5031.013672
	Iteration 116F: 3 clusters Score -3539795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -54777.625000 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -54777.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53317.437500 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -53317.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53513.917969 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -53513.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53583.054688 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -53583.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53619.406250 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -53619.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53637.128906 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -53637.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53644.093750 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -53644.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53644.093750 Penalty: 2991.219971
	Iteration 6F: 3 clusters Score -53644.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Entering Unmasked Estep 
Score: -1481855.875000 Penalty: 2291.567139
	Iteration 0F: 2 clusters Score -1481856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1473977.250000 Penalty: 4583.134277
	Iteration 0F: 3 clusters Score -1473977 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1476355.750000 Penalty: 4583.134277
	Iteration 1F: 3 clusters Score -1476356 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1476721.250000 Penalty: 4583.134277
	Iteration 2F: 3 clusters Score -1476721 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1476987.500000 Penalty: 4583.134277
	Iteration 3F: 3 clusters Score -1476988 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1477277.750000 Penalty: 4583.134277
	Iteration 4Q: 3 clusters Score -1477278 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1477632.500000 Penalty: 4583.134277
	Iteration 5Q: 3 clusters Score -1477632 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1478048.125000 Penalty: 4583.134277
	Iteration 6F: 3 clusters Score -1478048 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1478589.000000 Penalty: 4583.134277
	Iteration 7F: 3 clusters Score -1478589 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1479242.000000 Penalty: 4583.134277
	Iteration 8F: 3 clusters Score -1479242 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1479874.250000 Penalty: 4583.134277
	Iteration 9F: 3 clusters Score -1479874 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1480330.875000 Penalty: 4583.134277
	Iteration 10F: 3 clusters Score -1480331 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1480601.125000 Penalty: 4583.134277
	Iteration 11Q: 3 clusters Score -1480601 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1480773.000000 Penalty: 4583.134277
	Iteration 12Q: 3 clusters Score -1480773 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1480874.875000 Penalty: 4583.134277
	Iteration 13Q: 3 clusters Score -1480875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1480937.000000 Penalty: 4583.134277
	Iteration 14Q: 3 clusters Score -1480937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1480980.750000 Penalty: 4583.134277
	Iteration 15Q: 3 clusters Score -1480981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1481015.000000 Penalty: 4583.134277
	Iteration 16Q: 3 clusters Score -1481015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1481037.625000 Penalty: 4583.134277
	Iteration 17Q: 3 clusters Score -1481038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1481055.625000 Penalty: 4583.134277
	Iteration 18Q: 3 clusters Score -1481056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1481074.125000 Penalty: 4583.134277
	Iteration 19Q: 3 clusters Score -1481074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1481088.375000 Penalty: 4583.134277
	Iteration 20F: 3 clusters Score -1481088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1481095.875000 Penalty: 4583.134277
	Iteration 21Q: 3 clusters Score -1481096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1481100.000000 Penalty: 4583.134277
	Iteration 22Q: 3 clusters Score -1481100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1481103.125000 Penalty: 4583.134277
	Iteration 23Q: 3 clusters Score -1481103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1481102.500000 Penalty: 4583.134277
	Iteration 24Q: 3 clusters Score -1481102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1481105.875000 Penalty: 4583.134277
	Iteration 25Q: 3 clusters Score -1481106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1481110.250000 Penalty: 4583.134277
	Iteration 26Q: 3 clusters Score -1481110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1481115.125000 Penalty: 4583.134277
	Iteration 27Q: 3 clusters Score -1481115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1481116.000000 Penalty: 4583.134277
	Iteration 28Q: 3 clusters Score -1481116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1481119.000000 Penalty: 4583.134277
	Iteration 29Q: 3 clusters Score -1481119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1481117.250000 Penalty: 4583.134277
	Iteration 30Q: 3 clusters Score -1481117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1481122.250000 Penalty: 4583.134277
	Iteration 31Q: 3 clusters Score -1481122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1481121.875000 Penalty: 4583.134277
	Iteration 32Q: 3 clusters Score -1481122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1481124.000000 Penalty: 4583.134277
	Iteration 33Q: 3 clusters Score -1481124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1481124.875000 Penalty: 4583.134277
	Iteration 34Q: 3 clusters Score -1481125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1481129.250000 Penalty: 4583.134277
	Iteration 35Q: 3 clusters Score -1481129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1481128.250000 Penalty: 4583.134277
	Iteration 36Q: 3 clusters Score -1481128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1481130.000000 Penalty: 4583.134277
	Iteration 37Q: 3 clusters Score -1481130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1481129.250000 Penalty: 4583.134277
	Iteration 38Q: 3 clusters Score -1481129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1481127.125000 Penalty: 4583.134277
	Iteration 39Q: 3 clusters Score -1481127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1481130.750000 Penalty: 4583.134277
	Iteration 40F: 3 clusters Score -1481131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1481131.625000 Penalty: 4583.134277
	Iteration 41Q: 3 clusters Score -1481132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1481131.000000 Penalty: 4583.134277
	Iteration 42Q: 3 clusters Score -1481131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1481130.875000 Penalty: 4583.134277
	Iteration 43Q: 3 clusters Score -1481131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1481130.875000 Penalty: 4583.134277
	Iteration 44F: 3 clusters Score -1481131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -24305.824219 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -24305.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23244.119141 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -23244.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23394.593750 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -23394.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23435.468750 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -23435.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23449.734375 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -23449.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23456.750000 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -23456.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23469.185547 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -23469.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23471.539062 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -23471.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23474.896484 Penalty: 2761.898926
	Iteration 7Q: 3 clusters Score -23474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23474.896484 Penalty: 2761.898926
	Iteration 8F: 3 clusters Score -23474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Entering Unmasked Estep 
Score: -2048931.125000 Penalty: 2366.152832
	Iteration 0F: 2 clusters Score -2048931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2038883.250000 Penalty: 4732.305664
	Iteration 0F: 3 clusters Score -2038883 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2041941.125000 Penalty: 4732.305664
	Iteration 1F: 3 clusters Score -2041941 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2042238.250000 Penalty: 4732.305664
	Iteration 2F: 3 clusters Score -2042238 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2042462.250000 Penalty: 4732.305664
	Iteration 3Q: 3 clusters Score -2042462 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2042624.500000 Penalty: 4732.305664
	Iteration 4Q: 3 clusters Score -2042624 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2042784.000000 Penalty: 4732.305664
	Iteration 5Q: 3 clusters Score -2042784 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2042905.500000 Penalty: 4732.305664
	Iteration 6Q: 3 clusters Score -2042906 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2043006.500000 Penalty: 4732.305664
	Iteration 7Q: 3 clusters Score -2043006 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2043104.500000 Penalty: 4732.305664
	Iteration 8Q: 3 clusters Score -2043104 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2043195.000000 Penalty: 4732.305664
	Iteration 9Q: 3 clusters Score -2043195 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2043274.875000 Penalty: 4732.305664
	Iteration 10Q: 3 clusters Score -2043275 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2043361.375000 Penalty: 4732.305664
	Iteration 11Q: 3 clusters Score -2043361 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2043451.250000 Penalty: 4732.305664
	Iteration 12Q: 3 clusters Score -2043451 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2043547.625000 Penalty: 4732.305664
	Iteration 13Q: 3 clusters Score -2043548 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2043673.500000 Penalty: 4732.305664
	Iteration 14Q: 3 clusters Score -2043674 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2043776.250000 Penalty: 4732.305664
	Iteration 15Q: 3 clusters Score -2043776 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2043862.125000 Penalty: 4732.305664
	Iteration 16Q: 3 clusters Score -2043862 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2043945.250000 Penalty: 4732.305664
	Iteration 17Q: 3 clusters Score -2043945 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2044031.125000 Penalty: 4732.305664
	Iteration 18Q: 3 clusters Score -2044031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2044119.125000 Penalty: 4732.305664
	Iteration 19Q: 3 clusters Score -2044119 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2044228.250000 Penalty: 4732.305664
	Iteration 20F: 3 clusters Score -2044228 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2044327.875000 Penalty: 4732.305664
	Iteration 21Q: 3 clusters Score -2044328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2044431.500000 Penalty: 4732.305664
	Iteration 22Q: 3 clusters Score -2044432 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2044540.000000 Penalty: 4732.305664
	Iteration 23Q: 3 clusters Score -2044540 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2044682.875000 Penalty: 4732.305664
	Iteration 24Q: 3 clusters Score -2044683 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2044832.125000 Penalty: 4732.305664
	Iteration 25Q: 3 clusters Score -2044832 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2044987.500000 Penalty: 4732.305664
	Iteration 26Q: 3 clusters Score -2044988 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2045153.250000 Penalty: 4732.305664
	Iteration 27Q: 3 clusters Score -2045153 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2045350.000000 Penalty: 4732.305664
	Iteration 28Q: 3 clusters Score -2045350 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2045552.125000 Penalty: 4732.305664
	Iteration 29Q: 3 clusters Score -2045552 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2045723.250000 Penalty: 4732.305664
	Iteration 30Q: 3 clusters Score -2045723 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2045892.875000 Penalty: 4732.305664
	Iteration 31Q: 3 clusters Score -2045893 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2046063.750000 Penalty: 4732.305664
	Iteration 32Q: 3 clusters Score -2046064 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2046224.000000 Penalty: 4732.305664
	Iteration 33Q: 3 clusters Score -2046224 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2046352.250000 Penalty: 4732.305664
	Iteration 34Q: 3 clusters Score -2046352 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2046475.250000 Penalty: 4732.305664
	Iteration 35Q: 3 clusters Score -2046475 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2046565.250000 Penalty: 4732.305664
	Iteration 36Q: 3 clusters Score -2046565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2046634.125000 Penalty: 4732.305664
	Iteration 37Q: 3 clusters Score -2046634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2046685.000000 Penalty: 4732.305664
	Iteration 38Q: 3 clusters Score -2046685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2046733.125000 Penalty: 4732.305664
	Iteration 39Q: 3 clusters Score -2046733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2046765.250000 Penalty: 4732.305664
	Iteration 40F: 3 clusters Score -2046765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2046803.250000 Penalty: 4732.305664
	Iteration 41Q: 3 clusters Score -2046803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2046831.625000 Penalty: 4732.305664
	Iteration 42Q: 3 clusters Score -2046832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2046856.125000 Penalty: 4732.305664
	Iteration 43Q: 3 clusters Score -2046856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2046872.750000 Penalty: 4732.305664
	Iteration 44Q: 3 clusters Score -2046873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2046887.250000 Penalty: 4732.305664
	Iteration 45Q: 3 clusters Score -2046887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2046898.000000 Penalty: 4732.305664
	Iteration 46Q: 3 clusters Score -2046898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2046907.875000 Penalty: 4732.305664
	Iteration 47Q: 3 clusters Score -2046908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2046917.500000 Penalty: 4732.305664
	Iteration 48Q: 3 clusters Score -2046918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2046919.375000 Penalty: 4732.305664
	Iteration 49Q: 3 clusters Score -2046919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2046920.250000 Penalty: 4732.305664
	Iteration 50Q: 3 clusters Score -2046920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2046924.125000 Penalty: 4732.305664
	Iteration 51Q: 3 clusters Score -2046924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2046926.500000 Penalty: 4732.305664
	Iteration 52Q: 3 clusters Score -2046926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2046927.750000 Penalty: 4732.305664
	Iteration 53Q: 3 clusters Score -2046928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2046928.625000 Penalty: 4732.305664
	Iteration 54Q: 3 clusters Score -2046929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2046928.500000 Penalty: 4732.305664
	Iteration 55Q: 3 clusters Score -2046928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2046928.500000 Penalty: 4732.305664
	Iteration 56F: 3 clusters Score -2046928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1607366.875000 Penalty: 2342.560303
	Iteration 0F: 2 clusters Score -1607367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1597916.375000 Penalty: 4685.120605
	Iteration 0F: 3 clusters Score -1597916 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1601081.250000 Penalty: 4685.120605
	Iteration 1F: 3 clusters Score -1601081 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1601675.625000 Penalty: 4685.120605
	Iteration 2F: 3 clusters Score -1601676 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1602326.375000 Penalty: 4685.120605
	Iteration 3F: 3 clusters Score -1602326 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1603018.000000 Penalty: 4685.120605
	Iteration 4F: 3 clusters Score -1603018 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1603646.375000 Penalty: 4685.120605
	Iteration 5F: 3 clusters Score -1603646 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1604149.000000 Penalty: 4685.120605
	Iteration 6F: 3 clusters Score -1604149 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1604523.750000 Penalty: 4685.120605
	Iteration 7Q: 3 clusters Score -1604524 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1604776.000000 Penalty: 4685.120605
	Iteration 8Q: 3 clusters Score -1604776 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1604948.375000 Penalty: 4685.120605
	Iteration 9Q: 3 clusters Score -1604948 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1605071.750000 Penalty: 4685.120605
	Iteration 10Q: 3 clusters Score -1605072 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1605200.125000 Penalty: 4685.120605
	Iteration 11Q: 3 clusters Score -1605200 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1605328.625000 Penalty: 4685.120605
	Iteration 12Q: 3 clusters Score -1605329 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1605473.500000 Penalty: 4685.120605
	Iteration 13Q: 3 clusters Score -1605474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1605603.625000 Penalty: 4685.120605
	Iteration 14Q: 3 clusters Score -1605604 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1605715.500000 Penalty: 4685.120605
	Iteration 15Q: 3 clusters Score -1605716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1605817.375000 Penalty: 4685.120605
	Iteration 16Q: 3 clusters Score -1605817 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1605900.500000 Penalty: 4685.120605
	Iteration 17Q: 3 clusters Score -1605900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1605990.250000 Penalty: 4685.120605
	Iteration 18Q: 3 clusters Score -1605990 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1606071.625000 Penalty: 4685.120605
	Iteration 19Q: 3 clusters Score -1606072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1606139.750000 Penalty: 4685.120605
	Iteration 20F: 3 clusters Score -1606140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1606201.750000 Penalty: 4685.120605
	Iteration 21Q: 3 clusters Score -1606202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1606254.625000 Penalty: 4685.120605
	Iteration 22Q: 3 clusters Score -1606255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1606314.625000 Penalty: 4685.120605
	Iteration 23Q: 3 clusters Score -1606315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1606342.375000 Penalty: 4685.120605
	Iteration 24Q: 3 clusters Score -1606342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1606362.375000 Penalty: 4685.120605
	Iteration 25Q: 3 clusters Score -1606362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1606380.500000 Penalty: 4685.120605
	Iteration 26Q: 3 clusters Score -1606380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1606400.750000 Penalty: 4685.120605
	Iteration 27Q: 3 clusters Score -1606401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1606404.750000 Penalty: 4685.120605
	Iteration 28Q: 3 clusters Score -1606405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1606418.000000 Penalty: 4685.120605
	Iteration 29Q: 3 clusters Score -1606418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1606429.250000 Penalty: 4685.120605
	Iteration 30Q: 3 clusters Score -1606429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1606432.750000 Penalty: 4685.120605
	Iteration 31Q: 3 clusters Score -1606433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1606433.625000 Penalty: 4685.120605
	Iteration 32Q: 3 clusters Score -1606434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1606437.625000 Penalty: 4685.120605
	Iteration 33Q: 3 clusters Score -1606438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1606437.875000 Penalty: 4685.120605
	Iteration 34Q: 3 clusters Score -1606438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1606435.500000 Penalty: 4685.120605
	Iteration 35Q: 3 clusters Score -1606436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1606437.875000 Penalty: 4685.120605
	Iteration 36Q: 3 clusters Score -1606438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1606438.250000 Penalty: 4685.120605
	Iteration 37Q: 3 clusters Score -1606438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1606441.500000 Penalty: 4685.120605
	Iteration 38Q: 3 clusters Score -1606442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1606441.625000 Penalty: 4685.120605
	Iteration 39Q: 3 clusters Score -1606442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1606443.625000 Penalty: 4685.120605
	Iteration 40F: 3 clusters Score -1606444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1606444.500000 Penalty: 4685.120605
	Iteration 41Q: 3 clusters Score -1606444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1606442.500000 Penalty: 4685.120605
	Iteration 42Q: 3 clusters Score -1606442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1606443.375000 Penalty: 4685.120605
	Iteration 43Q: 3 clusters Score -1606443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1606443.875000 Penalty: 4685.120605
	Iteration 44Q: 3 clusters Score -1606444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1606443.750000 Penalty: 4685.120605
	Iteration 45Q: 3 clusters Score -1606444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1606443.750000 Penalty: 4685.120605
	Iteration 46F: 3 clusters Score -1606444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -31310.513672 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -31310.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30192.142578 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -30192.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30265.976562 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -30265.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30287.455078 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -30287.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30292.402344 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -30292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30293.738281 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -30293.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30293.738281 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -30293.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Entering Unmasked Estep 
Score: -2417699.000000 Penalty: 2408.867188
	Iteration 0F: 2 clusters Score -2417699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2405831.000000 Penalty: 4817.734375
	Iteration 0F: 3 clusters Score -2405831 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2409822.750000 Penalty: 4817.734375
	Iteration 1F: 3 clusters Score -2409823 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2410292.250000 Penalty: 4817.734375
	Iteration 2F: 3 clusters Score -2410292 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2410689.500000 Penalty: 4817.734375
	Iteration 3F: 3 clusters Score -2410690 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2411064.000000 Penalty: 4817.734375
	Iteration 4Q: 3 clusters Score -2411064 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2411445.000000 Penalty: 4817.734375
	Iteration 5Q: 3 clusters Score -2411445 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2411875.500000 Penalty: 4817.734375
	Iteration 6Q: 3 clusters Score -2411876 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2412446.750000 Penalty: 4817.734375
	Iteration 7Q: 3 clusters Score -2412447 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2413078.500000 Penalty: 4817.734375
	Iteration 8F: 3 clusters Score -2413078 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2413668.500000 Penalty: 4817.734375
	Iteration 9Q: 3 clusters Score -2413668 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2414125.500000 Penalty: 4817.734375
	Iteration 10Q: 3 clusters Score -2414126 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2414459.000000 Penalty: 4817.734375
	Iteration 11Q: 3 clusters Score -2414459 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2414677.250000 Penalty: 4817.734375
	Iteration 12Q: 3 clusters Score -2414677 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2414823.500000 Penalty: 4817.734375
	Iteration 13Q: 3 clusters Score -2414824 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2414914.500000 Penalty: 4817.734375
	Iteration 14Q: 3 clusters Score -2414914 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2415013.000000 Penalty: 4817.734375
	Iteration 15Q: 3 clusters Score -2415013 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2415089.500000 Penalty: 4817.734375
	Iteration 16Q: 3 clusters Score -2415090 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2415156.250000 Penalty: 4817.734375
	Iteration 17Q: 3 clusters Score -2415156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2415235.500000 Penalty: 4817.734375
	Iteration 18Q: 3 clusters Score -2415236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2415316.500000 Penalty: 4817.734375
	Iteration 19Q: 3 clusters Score -2415316 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2415396.000000 Penalty: 4817.734375
	Iteration 20F: 3 clusters Score -2415396 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2415473.500000 Penalty: 4817.734375
	Iteration 21Q: 3 clusters Score -2415474 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2415547.000000 Penalty: 4817.734375
	Iteration 22Q: 3 clusters Score -2415547 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2415655.000000 Penalty: 4817.734375
	Iteration 23Q: 3 clusters Score -2415655 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2415750.000000 Penalty: 4817.734375
	Iteration 24Q: 3 clusters Score -2415750 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2415892.750000 Penalty: 4817.734375
	Iteration 25Q: 3 clusters Score -2415893 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2416046.000000 Penalty: 4817.734375
	Iteration 26Q: 3 clusters Score -2416046 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2416194.250000 Penalty: 4817.734375
	Iteration 27Q: 3 clusters Score -2416194 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2416303.250000 Penalty: 4817.734375
	Iteration 28Q: 3 clusters Score -2416303 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2416373.250000 Penalty: 4817.734375
	Iteration 29Q: 3 clusters Score -2416373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2416421.750000 Penalty: 4817.734375
	Iteration 30Q: 3 clusters Score -2416422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2416460.750000 Penalty: 4817.734375
	Iteration 31Q: 3 clusters Score -2416461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2416489.000000 Penalty: 4817.734375
	Iteration 32Q: 3 clusters Score -2416489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2416508.000000 Penalty: 4817.734375
	Iteration 33Q: 3 clusters Score -2416508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2416513.250000 Penalty: 4817.734375
	Iteration 34Q: 3 clusters Score -2416513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2416528.250000 Penalty: 4817.734375
	Iteration 35Q: 3 clusters Score -2416528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2416532.000000 Penalty: 4817.734375
	Iteration 36Q: 3 clusters Score -2416532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2416541.250000 Penalty: 4817.734375
	Iteration 37Q: 3 clusters Score -2416541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2416547.000000 Penalty: 4817.734375
	Iteration 38Q: 3 clusters Score -2416547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2416545.000000 Penalty: 4817.734375
	Iteration 39Q: 3 clusters Score -2416545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2416545.500000 Penalty: 4817.734375
	Iteration 40F: 3 clusters Score -2416546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2416546.000000 Penalty: 4817.734375
	Iteration 41Q: 3 clusters Score -2416546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2416545.500000 Penalty: 4817.734375
	Iteration 42Q: 3 clusters Score -2416546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2416548.000000 Penalty: 4817.734375
	Iteration 43Q: 3 clusters Score -2416548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2416550.500000 Penalty: 4817.734375
	Iteration 44Q: 3 clusters Score -2416550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2416549.750000 Penalty: 4817.734375
	Iteration 45Q: 3 clusters Score -2416550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2416552.750000 Penalty: 4817.734375
	Iteration 46Q: 3 clusters Score -2416553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2416550.500000 Penalty: 4817.734375
	Iteration 47Q: 3 clusters Score -2416550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2416548.500000 Penalty: 4817.734375
	Iteration 48Q: 3 clusters Score -2416548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2416555.500000 Penalty: 4817.734375
	Iteration 49Q: 3 clusters Score -2416556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2416554.000000 Penalty: 4817.734375
	Iteration 50Q: 3 clusters Score -2416554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2416554.250000 Penalty: 4817.734375
	Iteration 51Q: 3 clusters Score -2416554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2416549.750000 Penalty: 4817.734375
	Iteration 52Q: 3 clusters Score -2416550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2416554.000000 Penalty: 4817.734375
	Iteration 53Q: 3 clusters Score -2416554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2416551.250000 Penalty: 4817.734375
	Iteration 54Q: 3 clusters Score -2416551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2416551.250000 Penalty: 4817.734375
	Iteration 55F: 3 clusters Score -2416551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -616659.187500 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -616659.2 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 2176 members 
Entering Unmasked Estep 
Score: -612571.687500 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -612571.7 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -613529.125000 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -613529.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -613731.625000 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -613731.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -613842.000000 Penalty: 4145.316895
	Iteration 3Q: 3 clusters Score -613842 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -613940.062500 Penalty: 4145.316895
	Iteration 4Q: 3 clusters Score -613940.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -614044.500000 Penalty: 4145.316895
	Iteration 5Q: 3 clusters Score -614044.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -614179.250000 Penalty: 4145.316895
	Iteration 6Q: 3 clusters Score -614179.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -614333.875000 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -614333.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -614468.500000 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -614468.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -614589.187500 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -614589.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -614711.250000 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -614711.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -614823.812500 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -614823.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -614918.125000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -614918.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -614999.937500 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -614999.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -615074.812500 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -615074.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -615141.000000 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -615141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -615192.687500 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -615192.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -615242.500000 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -615242.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -615279.125000 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -615279.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -615296.125000 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -615296.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -615310.875000 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -615310.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -615318.812500 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -615318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -615327.187500 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -615327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -615329.250000 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -615329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -615329.625000 Penalty: 4145.316895
	Iteration 24Q: 3 clusters Score -615329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -615331.000000 Penalty: 4145.316895
	Iteration 25Q: 3 clusters Score -615331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -615332.625000 Penalty: 4145.316895
	Iteration 26Q: 3 clusters Score -615332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -615334.875000 Penalty: 4145.316895
	Iteration 27Q: 3 clusters Score -615334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -615336.250000 Penalty: 4145.316895
	Iteration 28Q: 3 clusters Score -615336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -615337.750000 Penalty: 4145.316895
	Iteration 29Q: 3 clusters Score -615337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -615337.750000 Penalty: 4145.316895
	Iteration 30F: 3 clusters Score -615337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Entering Unmasked Estep 
Score: -7025103.500000 Penalty: 2672.741455
	Iteration 0F: 2 clusters Score -7025104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -6992707.000000 Penalty: 5345.482910
	Iteration 0F: 3 clusters Score -6992707 nChanged 22137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7005131 nChanged 2149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7005845 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7006654 nChanged 2201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7007588 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7008753 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -7010456.000000 Penalty: 5345.482910
	Iteration 6F: 3 clusters Score -7010456 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -7012668.000000 Penalty: 5345.482910
	Iteration 7F: 3 clusters Score -7012668 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -7015013.000000 Penalty: 5345.482910
	Iteration 8F: 3 clusters Score -7015013 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -7016796.500000 Penalty: 5345.482910
	Iteration 9F: 3 clusters Score -7016796 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -7017861.000000 Penalty: 5345.482910
	Iteration 10Q: 3 clusters Score -7017861 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -7018489.500000 Penalty: 5345.482910
	Iteration 11Q: 3 clusters Score -7018490 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -7018876.500000 Penalty: 5345.482910
	Iteration 12Q: 3 clusters Score -7018876 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7019096 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -7019344.500000 Penalty: 5345.482910
	Iteration 14Q: 3 clusters Score -7019344 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -7019537.000000 Penalty: 5345.482910
	Iteration 15Q: 3 clusters Score -7019537 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -7019785.500000 Penalty: 5345.482910
	Iteration 16Q: 3 clusters Score -7019786 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -7019963.500000 Penalty: 5345.482910
	Iteration 17Q: 3 clusters Score -7019964 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7020163 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -7020288.500000 Penalty: 5345.482910
	Iteration 19Q: 3 clusters Score -7020288 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7020448 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7020552.000000 Penalty: 5345.482910
	Iteration 21Q: 3 clusters Score -7020552 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -7020656.000000 Penalty: 5345.482910
	Iteration 22Q: 3 clusters Score -7020656 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -7020775.500000 Penalty: 5345.482910
	Iteration 23Q: 3 clusters Score -7020776 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -7020945.500000 Penalty: 5345.482910
	Iteration 24Q: 3 clusters Score -7020946 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -7021083.000000 Penalty: 5345.482910
	Iteration 25Q: 3 clusters Score -7021083 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -7021227.000000 Penalty: 5345.482910
	Iteration 26Q: 3 clusters Score -7021227 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -7021372.000000 Penalty: 5345.482910
	Iteration 27Q: 3 clusters Score -7021372 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7021521.000000 Penalty: 5345.482910
	Iteration 28Q: 3 clusters Score -7021521 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7021687.500000 Penalty: 5345.482910
	Iteration 29Q: 3 clusters Score -7021688 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7021921.000000 Penalty: 5345.482910
	Iteration 30Q: 3 clusters Score -7021921 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7022063 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7022169.500000 Penalty: 5345.482910
	Iteration 32Q: 3 clusters Score -7022170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7022312.500000 Penalty: 5345.482910
	Iteration 33Q: 3 clusters Score -7022312 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7022422.000000 Penalty: 5345.482910
	Iteration 34Q: 3 clusters Score -7022422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7022530.500000 Penalty: 5345.482910
	Iteration 35Q: 3 clusters Score -7022530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7022611.500000 Penalty: 5345.482910
	Iteration 36Q: 3 clusters Score -7022612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7022663.500000 Penalty: 5345.482910
	Iteration 37Q: 3 clusters Score -7022664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7022747.500000 Penalty: 5345.482910
	Iteration 38Q: 3 clusters Score -7022748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7022785.000000 Penalty: 5345.482910
	Iteration 39Q: 3 clusters Score -7022785 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7022813.000000 Penalty: 5345.482910
	Iteration 40F: 3 clusters Score -7022813 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7022850.500000 Penalty: 5345.482910
	Iteration 41Q: 3 clusters Score -7022850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7022854.000000 Penalty: 5345.482910
	Iteration 42Q: 3 clusters Score -7022854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7022873.000000 Penalty: 5345.482910
	Iteration 43Q: 3 clusters Score -7022873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7022918.000000 Penalty: 5345.482910
	Iteration 44Q: 3 clusters Score -7022918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7022939.000000 Penalty: 5345.482910
	Iteration 45Q: 3 clusters Score -7022939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7022954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7022970.000000 Penalty: 5345.482910
	Iteration 47Q: 3 clusters Score -7022970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7022996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7023007.500000 Penalty: 5345.482910
	Iteration 49Q: 3 clusters Score -7023008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7023023.500000 Penalty: 5345.482910
	Iteration 50Q: 3 clusters Score -7023024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7023028.000000 Penalty: 5345.482910
	Iteration 51Q: 3 clusters Score -7023028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7023036.500000 Penalty: 5345.482910
	Iteration 52Q: 3 clusters Score -7023036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7023039.500000 Penalty: 5345.482910
	Iteration 53Q: 3 clusters Score -7023040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7023041.000000 Penalty: 5345.482910
	Iteration 54Q: 3 clusters Score -7023041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7023041.500000 Penalty: 5345.482910
	Iteration 55Q: 3 clusters Score -7023042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7023049.000000 Penalty: 5345.482910
	Iteration 56Q: 3 clusters Score -7023049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7023056.500000 Penalty: 5345.482910
	Iteration 57Q: 3 clusters Score -7023056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7023063.000000 Penalty: 5345.482910
	Iteration 58Q: 3 clusters Score -7023063 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7023064.500000 Penalty: 5345.482910
	Iteration 59Q: 3 clusters Score -7023064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7023059.000000 Penalty: 5345.482910
	Iteration 60F: 3 clusters Score -7023059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7023054.000000 Penalty: 5345.482910
	Iteration 61Q: 3 clusters Score -7023054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7023051.000000 Penalty: 5345.482910
	Iteration 62Q: 3 clusters Score -7023051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7023059.500000 Penalty: 5345.482910
	Iteration 63Q: 3 clusters Score -7023060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7023061.500000 Penalty: 5345.482910
	Iteration 64Q: 3 clusters Score -7023062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7023057.000000 Penalty: 5345.482910
	Iteration 65Q: 3 clusters Score -7023057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7023056.000000 Penalty: 5345.482910
	Iteration 66Q: 3 clusters Score -7023056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7023056.500000 Penalty: 5345.482910
	Iteration 67Q: 3 clusters Score -7023056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7023062.000000 Penalty: 5345.482910
	Iteration 68Q: 3 clusters Score -7023062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7023061.500000 Penalty: 5345.482910
	Iteration 69Q: 3 clusters Score -7023062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7023063.500000 Penalty: 5345.482910
	Iteration 70Q: 3 clusters Score -7023064 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
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	Iteration 71F: 3 clusters Score -7023064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -211790.218750 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -211790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -209349.953125 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -209350 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209758.531250 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -209758.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -209910.437500 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -209910.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -210032.109375 Penalty: 3721.905029
	Iteration 3F: 3 clusters Score -210032.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -210155.109375 Penalty: 3721.905029
	Iteration 4Q: 3 clusters Score -210155.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -210253.546875 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -210253.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -210371.546875 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -210371.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -210472.546875 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -210472.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210545.734375 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -210545.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210601.812500 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -210601.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -210650.156250 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -210650.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210700.437500 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -210700.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210745.296875 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -210745.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -210788.328125 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -210788.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -210819.796875 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -210819.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210837.109375 Penalty: 3721.905029
	Iteration 15Q: 3 clusters Score -210837.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -210855.859375 Penalty: 3721.905029
	Iteration 16Q: 3 clusters Score -210855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -210865.859375 Penalty: 3721.905029
	Iteration 17Q: 3 clusters Score -210865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -210871.750000 Penalty: 3721.905029
	Iteration 18Q: 3 clusters Score -210871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -210881.312500 Penalty: 3721.905029
	Iteration 19Q: 3 clusters Score -210881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -210886.968750 Penalty: 3721.905029
	Iteration 20F: 3 clusters Score -210887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -210894.875000 Penalty: 3721.905029
	Iteration 21Q: 3 clusters Score -210894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -210899.562500 Penalty: 3721.905029
	Iteration 22Q: 3 clusters Score -210899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210903.000000 Penalty: 3721.905029
	Iteration 23Q: 3 clusters Score -210903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210904.015625 Penalty: 3721.905029
	Iteration 24Q: 3 clusters Score -210904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210904.734375 Penalty: 3721.905029
	Iteration 25Q: 3 clusters Score -210904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210904.734375 Penalty: 3721.905029
	Iteration 26F: 3 clusters Score -210904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195454 members 
Entering Unmasked Estep 
Score: -29214542.000000 Penalty: 3021.404053
	Iteration 0F: 2 clusters Score -2.921454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -29086412.000000 Penalty: 6042.808105
	Iteration 0F: 3 clusters Score -2.908641e+07 nChanged 93917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -29140834.000000 Penalty: 6042.808105
	Iteration 1F: 3 clusters Score -2.914083e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -29141930.000000 Penalty: 6042.808105
	Iteration 2Q: 3 clusters Score -2.914193e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -29143338.000000 Penalty: 6042.808105
	Iteration 3Q: 3 clusters Score -2.914334e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 109728 members 
Entering Unmasked Estep 
Score: -29145260.000000 Penalty: 6042.808105
	Iteration 4Q: 3 clusters Score -2.914526e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 116213 members 
Entering Unmasked Estep 
Score: -29148500.000000 Penalty: 6042.808105
	Iteration 5Q: 3 clusters Score -2.91485e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -29154056.000000 Penalty: 6042.808105
	Iteration 6F: 3 clusters Score -2.915406e+07 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 138076 members 
Entering Unmasked Estep 
Score: -29162990.000000 Penalty: 6042.808105
	Iteration 7F: 3 clusters Score -2.916299e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -29175428.000000 Penalty: 6042.808105
	Iteration 8F: 3 clusters Score -2.917543e+07 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -29188790.000000 Penalty: 6042.808105
	Iteration 9F: 3 clusters Score -2.918879e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 180349 members 
Entering Unmasked Estep 
Score: -29199692.000000 Penalty: 6042.808105
	Iteration 10F: 3 clusters Score -2.919969e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 187847 members 
Entering Unmasked Estep 
Score: -29206346.000000 Penalty: 6042.808105
	Iteration 11Q: 3 clusters Score -2.920635e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 191874 members 
Entering Unmasked Estep 
Score: -29209516.000000 Penalty: 6042.808105
	Iteration 12Q: 3 clusters Score -2.920952e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -29210848.000000 Penalty: 6042.808105
	Iteration 13Q: 3 clusters Score -2.921085e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 194446 members 
Entering Unmasked Estep 
Score: -29211382.000000 Penalty: 6042.808105
	Iteration 14Q: 3 clusters Score -2.921138e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 194751 members 
Entering Unmasked Estep 
Score: -29211658.000000 Penalty: 6042.808105
	Iteration 15Q: 3 clusters Score -2.921166e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 194889 members 
Entering Unmasked Estep 
Score: -29211760.000000 Penalty: 6042.808105
	Iteration 16Q: 3 clusters Score -2.921176e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 194960 members 
Entering Unmasked Estep 
Score: -29211806.000000 Penalty: 6042.808105
	Iteration 17Q: 3 clusters Score -2.921181e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -29211806.000000 Penalty: 6042.808105
	Iteration 18Q: 3 clusters Score -2.921181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 195016 members 
Entering Unmasked Estep 
Score: -29211816.000000 Penalty: 6042.808105
	Iteration 19Q: 3 clusters Score -2.921182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 195032 members 
Entering Unmasked Estep 
Score: -29211858.000000 Penalty: 6042.808105
	Iteration 20F: 3 clusters Score -2.921186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -29211852.000000 Penalty: 6042.808105
	Iteration 21Q: 3 clusters Score -2.921185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -29211878.000000 Penalty: 6042.808105
	Iteration 22Q: 3 clusters Score -2.921188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -29211888.000000 Penalty: 6042.808105
	Iteration 23Q: 3 clusters Score -2.921189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 195060 members 
Entering Unmasked Estep 
Score: -29211894.000000 Penalty: 6042.808105
	Iteration 24Q: 3 clusters Score -2.921189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 195066 members 
Entering Unmasked Estep 
Score: -29211892.000000 Penalty: 6042.808105
	Iteration 25Q: 3 clusters Score -2.921189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 195069 members 
Entering Unmasked Estep 
Score: -29211906.000000 Penalty: 6042.808105
	Iteration 26Q: 3 clusters Score -2.921191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 195071 members 
Entering Unmasked Estep 
Score: -29211912.000000 Penalty: 6042.808105
	Iteration 27Q: 3 clusters Score -2.921191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 195072 members 
Entering Unmasked Estep 
Score: -29211912.000000 Penalty: 6042.808105
	Iteration 28Q: 3 clusters Score -2.921191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -29211918.000000 Penalty: 6042.808105
	Iteration 29Q: 3 clusters Score -2.921192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 195071 members 
Entering Unmasked Estep 
Score: -29211910.000000 Penalty: 6042.808105
	Iteration 30Q: 3 clusters Score -2.921191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 195071 members 
Entering Unmasked Estep 
Score: -29211910.000000 Penalty: 6042.808105
	Iteration 31F: 3 clusters Score -2.921191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Entering Unmasked Estep 
Score: -9267650.000000 Penalty: 2739.385498
	Iteration 0F: 2 clusters Score -9267650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -9225612.000000 Penalty: 5478.770996
	Iteration 0F: 3 clusters Score -9225612 nChanged 29075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -9242040.000000 Penalty: 5478.770996
	Iteration 1F: 3 clusters Score -9242040 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -9242828.000000 Penalty: 5478.770996
	Iteration 2Q: 3 clusters Score -9242828 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -9243961.000000 Penalty: 5478.770996
	Iteration 3Q: 3 clusters Score -9243961 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -9245633.000000 Penalty: 5478.770996
	Iteration 4F: 3 clusters Score -9245633 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -9248040.000000 Penalty: 5478.770996
	Iteration 5F: 3 clusters Score -9248040 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -9251296.000000 Penalty: 5478.770996
	Iteration 6F: 3 clusters Score -9251296 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -9255413.000000 Penalty: 5478.770996
	Iteration 7F: 3 clusters Score -9255413 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -9259304.000000 Penalty: 5478.770996
	Iteration 8F: 3 clusters Score -9259304 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -9262202.000000 Penalty: 5478.770996
	Iteration 9Q: 3 clusters Score -9262202 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -9263852.000000 Penalty: 5478.770996
	Iteration 10Q: 3 clusters Score -9263852 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -9264776.000000 Penalty: 5478.770996
	Iteration 11Q: 3 clusters Score -9264776 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9265293.000000 Penalty: 5478.770996
	Iteration 12Q: 3 clusters Score -9265293 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -9265625.000000 Penalty: 5478.770996
	Iteration 13Q: 3 clusters Score -9265625 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9265860.000000 Penalty: 5478.770996
	Iteration 14Q: 3 clusters Score -9265860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9266006.000000 Penalty: 5478.770996
	Iteration 15Q: 3 clusters Score -9266006 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9266053.000000 Penalty: 5478.770996
	Iteration 16Q: 3 clusters Score -9266053 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9266088.000000 Penalty: 5478.770996
	Iteration 17Q: 3 clusters Score -9266088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9266096.000000 Penalty: 5478.770996
	Iteration 18Q: 3 clusters Score -9266096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9266122.000000 Penalty: 5478.770996
	Iteration 19Q: 3 clusters Score -9266122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9266155.000000 Penalty: 5478.770996
	Iteration 20F: 3 clusters Score -9266155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9266156.000000 Penalty: 5478.770996
	Iteration 21Q: 3 clusters Score -9266156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9266149.000000 Penalty: 5478.770996
	Iteration 22Q: 3 clusters Score -9266149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9266153.000000 Penalty: 5478.770996
	Iteration 23Q: 3 clusters Score -9266153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9266158.000000 Penalty: 5478.770996
	Iteration 24Q: 3 clusters Score -9266158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9266162.000000 Penalty: 5478.770996
	Iteration 25Q: 3 clusters Score -9266162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9266159.000000 Penalty: 5478.770996
	Iteration 26Q: 3 clusters Score -9266159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9266163.000000 Penalty: 5478.770996
	Iteration 27Q: 3 clusters Score -9266163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9266164.000000 Penalty: 5478.770996
	Iteration 28Q: 3 clusters Score -9266164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9266160.000000 Penalty: 5478.770996
	Iteration 29Q: 3 clusters Score -9266160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9266164.000000 Penalty: 5478.770996
	Iteration 30Q: 3 clusters Score -9266164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9266162.000000 Penalty: 5478.770996
	Iteration 31Q: 3 clusters Score -9266162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9266159.000000 Penalty: 5478.770996
	Iteration 32Q: 3 clusters Score -9266159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9266164.000000 Penalty: 5478.770996
	Iteration 33Q: 3 clusters Score -9266164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9266175.000000 Penalty: 5478.770996
	Iteration 34Q: 3 clusters Score -9266175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9266174.000000 Penalty: 5478.770996
	Iteration 35Q: 3 clusters Score -9266174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9266180.000000 Penalty: 5478.770996
	Iteration 36Q: 3 clusters Score -9266180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9266184.000000 Penalty: 5478.770996
	Iteration 37Q: 3 clusters Score -9266184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9266186.000000 Penalty: 5478.770996
	Iteration 38Q: 3 clusters Score -9266186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9266186.000000 Penalty: 5478.770996
	Iteration 39F: 3 clusters Score -9266186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -539071.687500 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -539071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -535473.375000 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -535473.4 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -536297.375000 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -536297.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -536566.125000 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -536566.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -536747.437500 Penalty: 4071.411621
	Iteration 3F: 3 clusters Score -536747.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -536856.375000 Penalty: 4071.411621
	Iteration 4Q: 3 clusters Score -536856.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -536939.062500 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -536939.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -537001.687500 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -537001.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -537045.250000 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -537045.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -537091.687500 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -537091.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -537138.437500 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -537138.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -537177.125000 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -537177.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -537214.125000 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -537214.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -537268.937500 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -537268.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -537327.375000 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -537327.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -537412.312500 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -537412.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -537522.937500 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -537522.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -537739.625000 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -537739.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -538154.875000 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -538154.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -538711.187500 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -538711.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -539344.937500 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -539344.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -539847.062500 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -539847.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -539888.562500 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -539888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -539891.625000 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -539891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -539892.375000 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -539892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -539892.375000 Penalty: 4071.411621
	Iteration 24F: 3 clusters Score -539892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195454 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144440 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 1945 members 
Entering Unmasked Estep 
Score: -95487160.000000 Penalty: 119653.656250
Splitting cluster 15 changes total score from -95487792.000000 to -95487160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -878085.687500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -878085.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -872741.625000 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -872741.6 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -874186.125000 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -874186.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -874484.562500 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -874484.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -874727.000000 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -874727 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -874951.312500 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -874951.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -875132.687500 Penalty: 4342.767578
	Iteration 5Q: 3 clusters Score -875132.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -875283.687500 Penalty: 4342.767578
	Iteration 6Q: 3 clusters Score -875283.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -875414.687500 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -875414.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -875530.500000 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -875530.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -875642.937500 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -875642.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -875726.687500 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -875726.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -875804.625000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -875804.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -875868.000000 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -875868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -875935.312500 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -875935.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -875983.562500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -875983.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -876018.812500 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -876018.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -876055.500000 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -876055.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -876083.625000 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -876083.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -876114.062500 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -876114.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -876143.875000 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -876143.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -876178.812500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -876178.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -876214.250000 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -876214.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -876241.187500 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -876241.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -876265.062500 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -876265.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -876278.937500 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -876278.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -876297.000000 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -876297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -876307.375000 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -876307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -876314.125000 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -876314.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -876321.500000 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -876321.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -876325.937500 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -876325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -876331.125000 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -876331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -876334.937500 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -876334.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -876335.687500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -876335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -876339.062500 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -876339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -876341.062500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -876341.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -876344.250000 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -876344.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -876345.250000 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -876345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -876347.875000 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -876347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -876348.812500 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -876348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -876349.687500 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -876349.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -876349.500000 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -876349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -876352.687500 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -876352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -876351.437500 Penalty: 4342.767578
	Iteration 42Q: 3 clusters Score -876351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -876354.125000 Penalty: 4342.767578
	Iteration 43Q: 3 clusters Score -876354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -876355.437500 Penalty: 4342.767578
	Iteration 44Q: 3 clusters Score -876355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -876356.250000 Penalty: 4342.767578
	Iteration 45Q: 3 clusters Score -876356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -876356.437500 Penalty: 4342.767578
	Iteration 46Q: 3 clusters Score -876356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -876360.812500 Penalty: 4342.767578
	Iteration 47Q: 3 clusters Score -876360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -876360.937500 Penalty: 4342.767578
	Iteration 48Q: 3 clusters Score -876360.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -876367.875000 Penalty: 4342.767578
	Iteration 49Q: 3 clusters Score -876367.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -876370.812500 Penalty: 4342.767578
	Iteration 50Q: 3 clusters Score -876370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -876371.937500 Penalty: 4342.767578
	Iteration 51Q: 3 clusters Score -876371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -876374.625000 Penalty: 4342.767578
	Iteration 52Q: 3 clusters Score -876374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -876376.687500 Penalty: 4342.767578
	Iteration 53Q: 3 clusters Score -876376.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -876382.000000 Penalty: 4342.767578
	Iteration 54Q: 3 clusters Score -876382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -876385.312500 Penalty: 4342.767578
	Iteration 55Q: 3 clusters Score -876385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -876391.250000 Penalty: 4342.767578
	Iteration 56Q: 3 clusters Score -876391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -876394.500000 Penalty: 4342.767578
	Iteration 57Q: 3 clusters Score -876394.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -876399.250000 Penalty: 4342.767578
	Iteration 58Q: 3 clusters Score -876399.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -876403.812500 Penalty: 4342.767578
	Iteration 59Q: 3 clusters Score -876403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -876404.750000 Penalty: 4342.767578
	Iteration 60F: 3 clusters Score -876404.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -876410.062500 Penalty: 4342.767578
	Iteration 61Q: 3 clusters Score -876410.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -876417.437500 Penalty: 4342.767578
	Iteration 62Q: 3 clusters Score -876417.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -876421.062500 Penalty: 4342.767578
	Iteration 63Q: 3 clusters Score -876421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -876423.625000 Penalty: 4342.767578
	Iteration 64Q: 3 clusters Score -876423.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -876428.875000 Penalty: 4342.767578
	Iteration 65Q: 3 clusters Score -876428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -876431.375000 Penalty: 4342.767578
	Iteration 66Q: 3 clusters Score -876431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -876435.312500 Penalty: 4342.767578
	Iteration 67Q: 3 clusters Score -876435.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -876437.500000 Penalty: 4342.767578
	Iteration 68Q: 3 clusters Score -876437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -876436.375000 Penalty: 4342.767578
	Iteration 69Q: 3 clusters Score -876436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -876438.250000 Penalty: 4342.767578
	Iteration 70Q: 3 clusters Score -876438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -876439.750000 Penalty: 4342.767578
	Iteration 71Q: 3 clusters Score -876439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -876440.000000 Penalty: 4342.767578
	Iteration 72Q: 3 clusters Score -876440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -876441.187500 Penalty: 4342.767578
	Iteration 73Q: 3 clusters Score -876441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -876441.562500 Penalty: 4342.767578
	Iteration 74Q: 3 clusters Score -876441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -876440.875000 Penalty: 4342.767578
	Iteration 75Q: 3 clusters Score -876440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -876443.187500 Penalty: 4342.767578
	Iteration 76Q: 3 clusters Score -876443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -876444.812500 Penalty: 4342.767578
	Iteration 77Q: 3 clusters Score -876444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -876444.187500 Penalty: 4342.767578
	Iteration 78Q: 3 clusters Score -876444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -876443.812500 Penalty: 4342.767578
	Iteration 79Q: 3 clusters Score -876443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -876444.750000 Penalty: 4342.767578
	Iteration 80F: 3 clusters Score -876444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -876447.000000 Penalty: 4342.767578
	Iteration 81Q: 3 clusters Score -876447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -876449.875000 Penalty: 4342.767578
	Iteration 82Q: 3 clusters Score -876449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -876449.000000 Penalty: 4342.767578
	Iteration 83Q: 3 clusters Score -876449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -876453.562500 Penalty: 4342.767578
	Iteration 84Q: 3 clusters Score -876453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -876454.937500 Penalty: 4342.767578
	Iteration 85Q: 3 clusters Score -876454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -876454.937500 Penalty: 4342.767578
	Iteration 86F: 3 clusters Score -876454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -1075845.250000 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -1075845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1069798.000000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -1069798 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1071416.125000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -1071416 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1071719.875000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -1071720 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1071967.375000 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -1071967 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1072164.375000 Penalty: 4415.550781
	Iteration 4Q: 3 clusters Score -1072164 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1072323.375000 Penalty: 4415.550781
	Iteration 5Q: 3 clusters Score -1072323 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1072442.375000 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -1072442 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1072542.000000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -1072542 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1072658.500000 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -1072658 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1072780.000000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -1072780 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1072914.875000 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -1072915 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1073057.500000 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -1073058 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1073180.625000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -1073181 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1073280.750000 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -1073281 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1073377.125000 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -1073377 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1073477.125000 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -1073477 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1073572.750000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -1073573 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1073652.875000 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -1073653 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1073713.125000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -1073713 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1073762.875000 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -1073763 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1073807.000000 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -1073807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1073837.500000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -1073838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1073867.125000 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -1073867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1073889.500000 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -1073890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1073912.125000 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -1073912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1073938.750000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -1073939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1073966.875000 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -1073967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1073991.500000 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -1073992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1074010.375000 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -1074010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1074029.500000 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -1074030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1074038.500000 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -1074038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1074055.000000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -1074055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1074067.250000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -1074067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1074082.250000 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -1074082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1074097.250000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -1074097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1074106.500000 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -1074106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1074112.500000 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -1074112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1074114.500000 Penalty: 4415.550781
	Iteration 37Q: 3 clusters Score -1074114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1074116.250000 Penalty: 4415.550781
	Iteration 38Q: 3 clusters Score -1074116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1074117.375000 Penalty: 4415.550781
	Iteration 39Q: 3 clusters Score -1074117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1074118.875000 Penalty: 4415.550781
	Iteration 40F: 3 clusters Score -1074119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1074121.500000 Penalty: 4415.550781
	Iteration 41Q: 3 clusters Score -1074122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1074121.500000 Penalty: 4415.550781
	Iteration 42Q: 3 clusters Score -1074122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1074123.750000 Penalty: 4415.550781
	Iteration 43Q: 3 clusters Score -1074124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1074124.750000 Penalty: 4415.550781
	Iteration 44Q: 3 clusters Score -1074125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1074124.750000 Penalty: 4415.550781
	Iteration 45Q: 3 clusters Score -1074125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1074125.125000 Penalty: 4415.550781
	Iteration 46Q: 3 clusters Score -1074125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1074125.125000 Penalty: 4415.550781
	Iteration 47F: 3 clusters Score -1074125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144440 members 
Entering Unmasked Estep 
Score: -21556430.000000 Penalty: 2946.393555
	Iteration 0F: 2 clusters Score -2.155643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -21463144.000000 Penalty: 5892.787109
	Iteration 0F: 3 clusters Score -2.146314e+07 nChanged 68996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -21504098.000000 Penalty: 5892.787109
	Iteration 1F: 3 clusters Score -2.15041e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -21505928.000000 Penalty: 5892.787109
	Iteration 2Q: 3 clusters Score -2.150593e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -21508802.000000 Penalty: 5892.787109
	Iteration 3Q: 3 clusters Score -2.15088e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -21513224.000000 Penalty: 5892.787109
	Iteration 4F: 3 clusters Score -2.151322e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -21519730.000000 Penalty: 5892.787109
	Iteration 5F: 3 clusters Score -2.151973e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -21528950.000000 Penalty: 5892.787109
	Iteration 6F: 3 clusters Score -2.152895e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -21538966.000000 Penalty: 5892.787109
	Iteration 7F: 3 clusters Score -2.153897e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -21546480.000000 Penalty: 5892.787109
	Iteration 8F: 3 clusters Score -2.154648e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -21550674.000000 Penalty: 5892.787109
	Iteration 9Q: 3 clusters Score -2.155067e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -21552578.000000 Penalty: 5892.787109
	Iteration 10Q: 3 clusters Score -2.155258e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -21553288.000000 Penalty: 5892.787109
	Iteration 11Q: 3 clusters Score -2.155329e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21553592.000000 Penalty: 5892.787109
	Iteration 12Q: 3 clusters Score -2.155359e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143897 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21553724.000000 Penalty: 5892.787109
	Iteration 13Q: 3 clusters Score -2.155372e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21553788.000000 Penalty: 5892.787109
	Iteration 14Q: 3 clusters Score -2.155379e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144017 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21553834.000000 Penalty: 5892.787109
	Iteration 15Q: 3 clusters Score -2.155383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144047 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21553868.000000 Penalty: 5892.787109
	Iteration 16Q: 3 clusters Score -2.155387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144059 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21553870.000000 Penalty: 5892.787109
	Iteration 17Q: 3 clusters Score -2.155387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21553894.000000 Penalty: 5892.787109
	Iteration 18Q: 3 clusters Score -2.155389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -21553902.000000 Penalty: 5892.787109
	Iteration 19Q: 3 clusters Score -2.15539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144074 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21553916.000000 Penalty: 5892.787109
	Iteration 20F: 3 clusters Score -2.155392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21553932.000000 Penalty: 5892.787109
	Iteration 21Q: 3 clusters Score -2.155393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21553922.000000 Penalty: 5892.787109
	Iteration 22Q: 3 clusters Score -2.155392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21553924.000000 Penalty: 5892.787109
	Iteration 23Q: 3 clusters Score -2.155392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21553928.000000 Penalty: 5892.787109
	Iteration 24Q: 3 clusters Score -2.155393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21553938.000000 Penalty: 5892.787109
	Iteration 25Q: 3 clusters Score -2.155394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21553938.000000 Penalty: 5892.787109
	Iteration 26Q: 3 clusters Score -2.155394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21553942.000000 Penalty: 5892.787109
	Iteration 27Q: 3 clusters Score -2.155394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21553942.000000 Penalty: 5892.787109
	Iteration 28F: 3 clusters Score -2.155394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Entering Unmasked Estep 
Score: -3371943.000000 Penalty: 2507.071533
	Iteration 0F: 2 clusters Score -3371943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3354913.000000 Penalty: 5014.143066
	Iteration 0F: 3 clusters Score -3354913 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3360783.500000 Penalty: 5014.143066
	Iteration 1F: 3 clusters Score -3360784 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3361246.500000 Penalty: 5014.143066
	Iteration 2F: 3 clusters Score -3361246 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3361737.000000 Penalty: 5014.143066
	Iteration 3Q: 3 clusters Score -3361737 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3362304.250000 Penalty: 5014.143066
	Iteration 4Q: 3 clusters Score -3362304 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3363007.750000 Penalty: 5014.143066
	Iteration 5F: 3 clusters Score -3363008 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3363832.000000 Penalty: 5014.143066
	Iteration 6F: 3 clusters Score -3363832 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3364810.750000 Penalty: 5014.143066
	Iteration 7F: 3 clusters Score -3364811 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3365891.000000 Penalty: 5014.143066
	Iteration 8F: 3 clusters Score -3365891 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3366968.750000 Penalty: 5014.143066
	Iteration 9F: 3 clusters Score -3366969 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3367837.500000 Penalty: 5014.143066
	Iteration 10Q: 3 clusters Score -3367838 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3368416.000000 Penalty: 5014.143066
	Iteration 11Q: 3 clusters Score -3368416 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3368838.750000 Penalty: 5014.143066
	Iteration 12Q: 3 clusters Score -3368839 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3369125.500000 Penalty: 5014.143066
	Iteration 13Q: 3 clusters Score -3369126 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3369321.500000 Penalty: 5014.143066
	Iteration 14Q: 3 clusters Score -3369322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3369466.500000 Penalty: 5014.143066
	Iteration 15Q: 3 clusters Score -3369466 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3369572.500000 Penalty: 5014.143066
	Iteration 16Q: 3 clusters Score -3369572 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3369633.500000 Penalty: 5014.143066
	Iteration 17Q: 3 clusters Score -3369634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3369677.500000 Penalty: 5014.143066
	Iteration 18Q: 3 clusters Score -3369678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3369729.250000 Penalty: 5014.143066
	Iteration 19Q: 3 clusters Score -3369729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3369753.500000 Penalty: 5014.143066
	Iteration 20F: 3 clusters Score -3369754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3369776.500000 Penalty: 5014.143066
	Iteration 21Q: 3 clusters Score -3369776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3369785.000000 Penalty: 5014.143066
	Iteration 22Q: 3 clusters Score -3369785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3369788.500000 Penalty: 5014.143066
	Iteration 23Q: 3 clusters Score -3369788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3369791.250000 Penalty: 5014.143066
	Iteration 24Q: 3 clusters Score -3369791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3369798.250000 Penalty: 5014.143066
	Iteration 25Q: 3 clusters Score -3369798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3369796.250000 Penalty: 5014.143066
	Iteration 26Q: 3 clusters Score -3369796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3369807.250000 Penalty: 5014.143066
	Iteration 27Q: 3 clusters Score -3369807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3369811.750000 Penalty: 5014.143066
	Iteration 28Q: 3 clusters Score -3369812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3369819.250000 Penalty: 5014.143066
	Iteration 29Q: 3 clusters Score -3369819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3369818.750000 Penalty: 5014.143066
	Iteration 30Q: 3 clusters Score -3369819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3369820.000000 Penalty: 5014.143066
	Iteration 31Q: 3 clusters Score -3369820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3369823.750000 Penalty: 5014.143066
	Iteration 32Q: 3 clusters Score -3369824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3369824.500000 Penalty: 5014.143066
	Iteration 33Q: 3 clusters Score -3369824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3369834.750000 Penalty: 5014.143066
	Iteration 34Q: 3 clusters Score -3369835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3369838.500000 Penalty: 5014.143066
	Iteration 35Q: 3 clusters Score -3369838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3369839.250000 Penalty: 5014.143066
	Iteration 36Q: 3 clusters Score -3369839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3369835.250000 Penalty: 5014.143066
	Iteration 37Q: 3 clusters Score -3369835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3369835.500000 Penalty: 5014.143066
	Iteration 38Q: 3 clusters Score -3369836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3369838.250000 Penalty: 5014.143066
	Iteration 39Q: 3 clusters Score -3369838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3369838.250000 Penalty: 5014.143066
	Iteration 40F: 3 clusters Score -3369838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3369840.500000 Penalty: 5014.143066
	Iteration 41Q: 3 clusters Score -3369840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3369842.000000 Penalty: 5014.143066
	Iteration 42Q: 3 clusters Score -3369842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3369843.750000 Penalty: 5014.143066
	Iteration 43Q: 3 clusters Score -3369844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3369843.750000 Penalty: 5014.143066
	Iteration 44F: 3 clusters Score -3369844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -719466.125000 Penalty: 2117.126221
	Iteration 0F: 2 clusters Score -719466.1 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 2567 members 
Entering Unmasked Estep 
Score: -714893.687500 Penalty: 4234.252441
	Iteration 0F: 3 clusters Score -714893.7 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -716072.562500 Penalty: 4234.252441
	Iteration 1F: 3 clusters Score -716072.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -716337.687500 Penalty: 4234.252441
	Iteration 2F: 3 clusters Score -716337.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -716511.375000 Penalty: 4234.252441
	Iteration 3F: 3 clusters Score -716511.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -716643.687500 Penalty: 4234.252441
	Iteration 4Q: 3 clusters Score -716643.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -716742.625000 Penalty: 4234.252441
	Iteration 5Q: 3 clusters Score -716742.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -716816.812500 Penalty: 4234.252441
	Iteration 6Q: 3 clusters Score -716816.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -716875.125000 Penalty: 4234.252441
	Iteration 7Q: 3 clusters Score -716875.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -716922.500000 Penalty: 4234.252441
	Iteration 8Q: 3 clusters Score -716922.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -716964.375000 Penalty: 4234.252441
	Iteration 9Q: 3 clusters Score -716964.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -716997.625000 Penalty: 4234.252441
	Iteration 10Q: 3 clusters Score -716997.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -717025.562500 Penalty: 4234.252441
	Iteration 11Q: 3 clusters Score -717025.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -717053.562500 Penalty: 4234.252441
	Iteration 12Q: 3 clusters Score -717053.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -717082.500000 Penalty: 4234.252441
	Iteration 13Q: 3 clusters Score -717082.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -717122.312500 Penalty: 4234.252441
	Iteration 14Q: 3 clusters Score -717122.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -717158.062500 Penalty: 4234.252441
	Iteration 15Q: 3 clusters Score -717158.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -717197.562500 Penalty: 4234.252441
	Iteration 16Q: 3 clusters Score -717197.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -717225.375000 Penalty: 4234.252441
	Iteration 17Q: 3 clusters Score -717225.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -717251.000000 Penalty: 4234.252441
	Iteration 18Q: 3 clusters Score -717251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -717269.062500 Penalty: 4234.252441
	Iteration 19Q: 3 clusters Score -717269.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -717284.875000 Penalty: 4234.252441
	Iteration 20F: 3 clusters Score -717284.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -717305.687500 Penalty: 4234.252441
	Iteration 21Q: 3 clusters Score -717305.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -717325.687500 Penalty: 4234.252441
	Iteration 22Q: 3 clusters Score -717325.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -717347.000000 Penalty: 4234.252441
	Iteration 23Q: 3 clusters Score -717347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -717366.125000 Penalty: 4234.252441
	Iteration 24Q: 3 clusters Score -717366.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -717378.625000 Penalty: 4234.252441
	Iteration 25Q: 3 clusters Score -717378.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -717382.125000 Penalty: 4234.252441
	Iteration 26Q: 3 clusters Score -717382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -717388.250000 Penalty: 4234.252441
	Iteration 27Q: 3 clusters Score -717388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -717390.187500 Penalty: 4234.252441
	Iteration 28Q: 3 clusters Score -717390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -717392.500000 Penalty: 4234.252441
	Iteration 29Q: 3 clusters Score -717392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -717393.437500 Penalty: 4234.252441
	Iteration 30Q: 3 clusters Score -717393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -717393.687500 Penalty: 4234.252441
	Iteration 31Q: 3 clusters Score -717393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -717394.312500 Penalty: 4234.252441
	Iteration 32Q: 3 clusters Score -717394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -717396.187500 Penalty: 4234.252441
	Iteration 33Q: 3 clusters Score -717396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -717397.937500 Penalty: 4234.252441
	Iteration 34Q: 3 clusters Score -717397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -717399.500000 Penalty: 4234.252441
	Iteration 35Q: 3 clusters Score -717399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -717400.875000 Penalty: 4234.252441
	Iteration 36Q: 3 clusters Score -717400.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -717401.062500 Penalty: 4234.252441
	Iteration 37Q: 3 clusters Score -717401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -717403.000000 Penalty: 4234.252441
	Iteration 38Q: 3 clusters Score -717403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -717403.625000 Penalty: 4234.252441
	Iteration 39Q: 3 clusters Score -717403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -717404.312500 Penalty: 4234.252441
	Iteration 40F: 3 clusters Score -717404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -717406.687500 Penalty: 4234.252441
	Iteration 41Q: 3 clusters Score -717406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -717406.062500 Penalty: 4234.252441
	Iteration 42Q: 3 clusters Score -717406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -717406.812500 Penalty: 4234.252441
	Iteration 43Q: 3 clusters Score -717406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -717406.812500 Penalty: 4234.252441
	Iteration 44F: 3 clusters Score -717406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26682.843750 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26682.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25692.875000 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25692.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25826.156250 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25826.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25867.589844 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -25867.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25867.589844 Penalty: 2663.836426
	Iteration 3F: 3 clusters Score -25867.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -132106.031250 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -132106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130198.000000 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -130198 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -130499.968750 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -130500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130594.078125 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -130594.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130625.531250 Penalty: 3392.380371
	Iteration 3Q: 3 clusters Score -130625.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -130638.109375 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -130638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -130641.867188 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -130641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -130646.765625 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -130646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130652.234375 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -130652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130652.648438 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -130652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130652.648438 Penalty: 3392.380371
	Iteration 9F: 3 clusters Score -130652.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -238594.421875 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -238594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -236197.453125 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -236197.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -236678.703125 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -236678.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -236863.875000 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -236863.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237002.906250 Penalty: 3704.948486
	Iteration 3F: 3 clusters Score -237002.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237158.375000 Penalty: 3704.948486
	Iteration 4F: 3 clusters Score -237158.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -237335.781250 Penalty: 3704.948486
	Iteration 5F: 3 clusters Score -237335.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -237515.843750 Penalty: 3704.948486
	Iteration 6F: 3 clusters Score -237515.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -237647.531250 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -237647.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -237726.468750 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -237726.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -237803.046875 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -237803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -237858.281250 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -237858.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237895.796875 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -237895.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -237923.953125 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -237924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -237946.281250 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -237946.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237961.500000 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -237961.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -237980.062500 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -237980.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238001.343750 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -238001.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -238020.468750 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -238020.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -238034.671875 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -238034.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -238045.375000 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -238045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -238050.125000 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -238050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -238054.015625 Penalty: 3704.948486
	Iteration 21Q: 3 clusters Score -238054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -238057.515625 Penalty: 3704.948486
	Iteration 22Q: 3 clusters Score -238057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -238060.546875 Penalty: 3704.948486
	Iteration 23Q: 3 clusters Score -238060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -238062.828125 Penalty: 3704.948486
	Iteration 24Q: 3 clusters Score -238062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -238065.281250 Penalty: 3704.948486
	Iteration 25Q: 3 clusters Score -238065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -238066.171875 Penalty: 3704.948486
	Iteration 26Q: 3 clusters Score -238066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -238068.218750 Penalty: 3704.948486
	Iteration 27Q: 3 clusters Score -238068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -238068.578125 Penalty: 3704.948486
	Iteration 28Q: 3 clusters Score -238068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -238068.578125 Penalty: 3704.948486
	Iteration 29F: 3 clusters Score -238068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Entering Unmasked Estep 
Score: -2409898.000000 Penalty: 2399.061035
	Iteration 0F: 2 clusters Score -2409898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2398441.500000 Penalty: 4798.122070
	Iteration 0F: 3 clusters Score -2398442 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2402033.500000 Penalty: 4798.122070
	Iteration 1F: 3 clusters Score -2402034 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2402351.500000 Penalty: 4798.122070
	Iteration 2F: 3 clusters Score -2402352 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2402597.750000 Penalty: 4798.122070
	Iteration 3Q: 3 clusters Score -2402598 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2402784.750000 Penalty: 4798.122070
	Iteration 4Q: 3 clusters Score -2402785 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2402962.000000 Penalty: 4798.122070
	Iteration 5Q: 3 clusters Score -2402962 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2403134.500000 Penalty: 4798.122070
	Iteration 6Q: 3 clusters Score -2403134 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2403338.250000 Penalty: 4798.122070
	Iteration 7Q: 3 clusters Score -2403338 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2403565.750000 Penalty: 4798.122070
	Iteration 8Q: 3 clusters Score -2403566 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2403859.750000 Penalty: 4798.122070
	Iteration 9Q: 3 clusters Score -2403860 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2404238.000000 Penalty: 4798.122070
	Iteration 10Q: 3 clusters Score -2404238 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2404667.250000 Penalty: 4798.122070
	Iteration 11Q: 3 clusters Score -2404667 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2405194.000000 Penalty: 4798.122070
	Iteration 12Q: 3 clusters Score -2405194 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2405756.750000 Penalty: 4798.122070
	Iteration 13Q: 3 clusters Score -2405757 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2406238.000000 Penalty: 4798.122070
	Iteration 14Q: 3 clusters Score -2406238 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2406664.000000 Penalty: 4798.122070
	Iteration 15Q: 3 clusters Score -2406664 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2407021.750000 Penalty: 4798.122070
	Iteration 16Q: 3 clusters Score -2407022 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2407287.250000 Penalty: 4798.122070
	Iteration 17Q: 3 clusters Score -2407287 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2407473.000000 Penalty: 4798.122070
	Iteration 18Q: 3 clusters Score -2407473 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2407579.750000 Penalty: 4798.122070
	Iteration 19Q: 3 clusters Score -2407580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2407644.000000 Penalty: 4798.122070
	Iteration 20F: 3 clusters Score -2407644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2407688.750000 Penalty: 4798.122070
	Iteration 21Q: 3 clusters Score -2407689 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2407728.250000 Penalty: 4798.122070
	Iteration 22Q: 3 clusters Score -2407728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2407774.000000 Penalty: 4798.122070
	Iteration 23Q: 3 clusters Score -2407774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2407787.750000 Penalty: 4798.122070
	Iteration 24Q: 3 clusters Score -2407788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2407802.000000 Penalty: 4798.122070
	Iteration 25Q: 3 clusters Score -2407802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2407813.500000 Penalty: 4798.122070
	Iteration 26Q: 3 clusters Score -2407814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2407824.250000 Penalty: 4798.122070
	Iteration 27Q: 3 clusters Score -2407824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2407823.500000 Penalty: 4798.122070
	Iteration 28Q: 3 clusters Score -2407824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2407828.750000 Penalty: 4798.122070
	Iteration 29Q: 3 clusters Score -2407829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2407835.250000 Penalty: 4798.122070
	Iteration 30Q: 3 clusters Score -2407835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2407839.500000 Penalty: 4798.122070
	Iteration 31Q: 3 clusters Score -2407840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2407841.500000 Penalty: 4798.122070
	Iteration 32Q: 3 clusters Score -2407842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2407847.000000 Penalty: 4798.122070
	Iteration 33Q: 3 clusters Score -2407847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2407849.250000 Penalty: 4798.122070
	Iteration 34Q: 3 clusters Score -2407849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2407852.500000 Penalty: 4798.122070
	Iteration 35Q: 3 clusters Score -2407852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2407854.250000 Penalty: 4798.122070
	Iteration 36Q: 3 clusters Score -2407854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2407854.250000 Penalty: 4798.122070
	Iteration 37F: 3 clusters Score -2407854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -398529.250000 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -398529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -395439.625000 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -395439.6 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -396033.593750 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -396033.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -396166.312500 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -396166.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -396234.812500 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -396234.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396293.187500 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -396293.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -396341.093750 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -396341.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -396377.500000 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -396377.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -396389.125000 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -396389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -396398.187500 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -396398.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -396405.843750 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -396405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -396412.593750 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -396412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -396418.531250 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -396418.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -396428.406250 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -396428.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -396437.625000 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -396437.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -396444.125000 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -396444.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -396453.125000 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -396453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -396461.375000 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -396461.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -396469.375000 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -396469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -396479.718750 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -396479.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -396487.843750 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -396487.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -396494.625000 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -396494.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -396501.750000 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -396501.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -396512.531250 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -396512.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -396523.250000 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -396523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -396528.125000 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -396528.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -396533.031250 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -396533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -396541.875000 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -396541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -396547.500000 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -396547.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -396550.406250 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -396550.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -396559.000000 Penalty: 3927.639893
	Iteration 29Q: 3 clusters Score -396559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -396565.218750 Penalty: 3927.639893
	Iteration 30Q: 3 clusters Score -396565.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -396572.562500 Penalty: 3927.639893
	Iteration 31Q: 3 clusters Score -396572.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396581.062500 Penalty: 3927.639893
	Iteration 32Q: 3 clusters Score -396581.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -396587.812500 Penalty: 3927.639893
	Iteration 33Q: 3 clusters Score -396587.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -396596.500000 Penalty: 3927.639893
	Iteration 34Q: 3 clusters Score -396596.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -396603.562500 Penalty: 3927.639893
	Iteration 35Q: 3 clusters Score -396603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -396610.250000 Penalty: 3927.639893
	Iteration 36Q: 3 clusters Score -396610.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -396617.281250 Penalty: 3927.639893
	Iteration 37Q: 3 clusters Score -396617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -396622.125000 Penalty: 3927.639893
	Iteration 38Q: 3 clusters Score -396622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -396625.468750 Penalty: 3927.639893
	Iteration 39Q: 3 clusters Score -396625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -396631.656250 Penalty: 3927.639893
	Iteration 40F: 3 clusters Score -396631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -396636.406250 Penalty: 3927.639893
	Iteration 41Q: 3 clusters Score -396636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -396636.781250 Penalty: 3927.639893
	Iteration 42Q: 3 clusters Score -396636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -396636.781250 Penalty: 3927.639893
	Iteration 43F: 3 clusters Score -396636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -338644.312500 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -338644.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -335796.375000 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -335796.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -336321.593750 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -336321.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -336482.000000 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -336482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -336586.093750 Penalty: 3840.231445
	Iteration 3F: 3 clusters Score -336586.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -336641.468750 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -336641.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -336696.625000 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -336696.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -336737.125000 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -336737.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -336766.406250 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -336766.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -336789.500000 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -336789.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -336800.687500 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -336800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -336802.687500 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -336802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -336806.281250 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -336806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -336808.187500 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -336808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -336811.281250 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -336811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -336817.406250 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -336817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -336823.562500 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -336823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -336829.656250 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -336829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -336837.343750 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -336837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -336850.375000 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -336850.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -336869.437500 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -336869.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -336902.437500 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -336902.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -336959.593750 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -336959.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -337038.593750 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -337038.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -337114.625000 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -337114.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -337165.156250 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -337165.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -337207.500000 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -337207.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -337248.406250 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -337248.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -337288.156250 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -337288.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -337324.500000 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -337324.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -337362.250000 Penalty: 3840.231445
	Iteration 29Q: 3 clusters Score -337362.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -337388.906250 Penalty: 3840.231445
	Iteration 30Q: 3 clusters Score -337388.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -337415.468750 Penalty: 3840.231445
	Iteration 31Q: 3 clusters Score -337415.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -337435.781250 Penalty: 3840.231445
	Iteration 32Q: 3 clusters Score -337435.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -337464.031250 Penalty: 3840.231445
	Iteration 33Q: 3 clusters Score -337464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -337482.156250 Penalty: 3840.231445
	Iteration 34Q: 3 clusters Score -337482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -337501.500000 Penalty: 3840.231445
	Iteration 35Q: 3 clusters Score -337501.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -337518.937500 Penalty: 3840.231445
	Iteration 36Q: 3 clusters Score -337518.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -337542.406250 Penalty: 3840.231445
	Iteration 37Q: 3 clusters Score -337542.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -337570.500000 Penalty: 3840.231445
	Iteration 38Q: 3 clusters Score -337570.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -337596.250000 Penalty: 3840.231445
	Iteration 39Q: 3 clusters Score -337596.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -337630.968750 Penalty: 3840.231445
	Iteration 40F: 3 clusters Score -337631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -337664.468750 Penalty: 3840.231445
	Iteration 41Q: 3 clusters Score -337664.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -337689.062500 Penalty: 3840.231445
	Iteration 42Q: 3 clusters Score -337689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -337714.968750 Penalty: 3840.231445
	Iteration 43Q: 3 clusters Score -337715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -337733.031250 Penalty: 3840.231445
	Iteration 44Q: 3 clusters Score -337733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -337750.531250 Penalty: 3840.231445
	Iteration 45Q: 3 clusters Score -337750.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -337765.375000 Penalty: 3840.231445
	Iteration 46Q: 3 clusters Score -337765.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -337775.312500 Penalty: 3840.231445
	Iteration 47Q: 3 clusters Score -337775.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -337782.687500 Penalty: 3840.231445
	Iteration 48Q: 3 clusters Score -337782.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -337791.500000 Penalty: 3840.231445
	Iteration 49Q: 3 clusters Score -337791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -337802.406250 Penalty: 3840.231445
	Iteration 50Q: 3 clusters Score -337802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -337820.656250 Penalty: 3840.231445
	Iteration 51Q: 3 clusters Score -337820.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -337829.625000 Penalty: 3840.231445
	Iteration 52Q: 3 clusters Score -337829.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -337844.656250 Penalty: 3840.231445
	Iteration 53Q: 3 clusters Score -337844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -337851.718750 Penalty: 3840.231445
	Iteration 54Q: 3 clusters Score -337851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -337853.625000 Penalty: 3840.231445
	Iteration 55Q: 3 clusters Score -337853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -337853.937500 Penalty: 3840.231445
	Iteration 56Q: 3 clusters Score -337853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -337853.937500 Penalty: 3840.231445
	Iteration 57F: 3 clusters Score -337853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -96335.492188 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -96335.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94610.195312 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -94610.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94904.578125 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -94904.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95015.234375 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -95015.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95094.898438 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -95094.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95157.023438 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -95157.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95216.210938 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -95216.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95248.476562 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -95248.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95280.265625 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -95280.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95309.171875 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -95309.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95330.554688 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -95330.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95349.140625 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -95349.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95368.726562 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -95368.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95408.835938 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -95408.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95458.375000 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -95458.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95498.507812 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -95498.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95518.195312 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -95518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95531.500000 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -95531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95540.617188 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -95540.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95545.601562 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -95545.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95546.882812 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -95546.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95546.882812 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -95546.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -35289.984375 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -35289.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34206.574219 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -34206.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34571.460938 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -34571.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34790.710938 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -34790.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34891.375000 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -34891.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34940.160156 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -34940.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34982.886719 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -34982.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35051.777344 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -35051.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35109.835938 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -35109.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35109.835938 Penalty: 2874.844727
	Iteration 8F: 3 clusters Score -35109.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -35550.398438 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -35550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34354.527344 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -34354.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34439.460938 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -34439.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34450.847656 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -34450.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34452.820312 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -34452.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34467.773438 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -34467.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34471.796875 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -34471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34471.796875 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -34471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Entering Unmasked Estep 
Score: -5042855.500000 Penalty: 2588.962891
	Iteration 0F: 2 clusters Score -5042856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -5019648.500000 Penalty: 5177.925781
	Iteration 0F: 3 clusters Score -5019648 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5028089.000000 Penalty: 5177.925781
	Iteration 1F: 3 clusters Score -5028089 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5028597.500000 Penalty: 5177.925781
	Iteration 2Q: 3 clusters Score -5028598 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5029092.000000 Penalty: 5177.925781
	Iteration 3Q: 3 clusters Score -5029092 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5029617.000000 Penalty: 5177.925781
	Iteration 4Q: 3 clusters Score -5029617 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5030277.000000 Penalty: 5177.925781
	Iteration 5Q: 3 clusters Score -5030277 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -5031162.000000 Penalty: 5177.925781
	Iteration 6F: 3 clusters Score -5031162 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5032338.000000 Penalty: 5177.925781
	Iteration 7F: 3 clusters Score -5032338 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -5033805.000000 Penalty: 5177.925781
	Iteration 8F: 3 clusters Score -5033805 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5035313.000000 Penalty: 5177.925781
	Iteration 9F: 3 clusters Score -5035313 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5036638.000000 Penalty: 5177.925781
	Iteration 10Q: 3 clusters Score -5036638 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -5037822.500000 Penalty: 5177.925781
	Iteration 11Q: 3 clusters Score -5037822 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5039173.000000 Penalty: 5177.925781
	Iteration 12Q: 3 clusters Score -5039173 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5040015.000000 Penalty: 5177.925781
	Iteration 13Q: 3 clusters Score -5040015 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5040335.500000 Penalty: 5177.925781
	Iteration 14Q: 3 clusters Score -5040336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5040473.000000 Penalty: 5177.925781
	Iteration 15Q: 3 clusters Score -5040473 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5040525.500000 Penalty: 5177.925781
	Iteration 16Q: 3 clusters Score -5040526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5040555.500000 Penalty: 5177.925781
	Iteration 17Q: 3 clusters Score -5040556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5040561.500000 Penalty: 5177.925781
	Iteration 18Q: 3 clusters Score -5040562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5040583.500000 Penalty: 5177.925781
	Iteration 19Q: 3 clusters Score -5040584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5040585.500000 Penalty: 5177.925781
	Iteration 20F: 3 clusters Score -5040586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5040586.500000 Penalty: 5177.925781
	Iteration 21Q: 3 clusters Score -5040586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5040594.000000 Penalty: 5177.925781
	Iteration 22Q: 3 clusters Score -5040594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5040593.500000 Penalty: 5177.925781
	Iteration 23Q: 3 clusters Score -5040594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5040597.000000 Penalty: 5177.925781
	Iteration 24Q: 3 clusters Score -5040597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5040596.000000 Penalty: 5177.925781
	Iteration 25Q: 3 clusters Score -5040596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5040606.000000 Penalty: 5177.925781
	Iteration 26Q: 3 clusters Score -5040606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5040603.500000 Penalty: 5177.925781
	Iteration 27Q: 3 clusters Score -5040604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5040604.500000 Penalty: 5177.925781
	Iteration 28Q: 3 clusters Score -5040604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5040603.000000 Penalty: 5177.925781
	Iteration 29Q: 3 clusters Score -5040603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5040605.500000 Penalty: 5177.925781
	Iteration 30Q: 3 clusters Score -5040606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5040606.500000 Penalty: 5177.925781
	Iteration 31Q: 3 clusters Score -5040606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5040604.000000 Penalty: 5177.925781
	Iteration 32Q: 3 clusters Score -5040604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5040600.500000 Penalty: 5177.925781
	Iteration 33Q: 3 clusters Score -5040600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5040601.000000 Penalty: 5177.925781
	Iteration 34Q: 3 clusters Score -5040601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5040602.500000 Penalty: 5177.925781
	Iteration 35Q: 3 clusters Score -5040602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5040602.000000 Penalty: 5177.925781
	Iteration 36Q: 3 clusters Score -5040602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5040599.000000 Penalty: 5177.925781
	Iteration 37Q: 3 clusters Score -5040599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5040604.500000 Penalty: 5177.925781
	Iteration 38Q: 3 clusters Score -5040604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5040604.500000 Penalty: 5177.925781
	Iteration 39Q: 3 clusters Score -5040604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5040599.000000 Penalty: 5177.925781
	Iteration 40F: 3 clusters Score -5040599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5040609.000000 Penalty: 5177.925781
	Iteration 41Q: 3 clusters Score -5040609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5040605.000000 Penalty: 5177.925781
	Iteration 42Q: 3 clusters Score -5040605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5040605.000000 Penalty: 5177.925781
	Iteration 43F: 3 clusters Score -5040605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -518586.312500 Penalty: 2030.312256
	Iteration 0F: 2 clusters Score -518586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -514926.968750 Penalty: 4060.624512
	Iteration 0F: 3 clusters Score -514927 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -515757.031250 Penalty: 4060.624512
	Iteration 1F: 3 clusters Score -515757 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -516024.312500 Penalty: 4060.624512
	Iteration 2F: 3 clusters Score -516024.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -516254.093750 Penalty: 4060.624512
	Iteration 3F: 3 clusters Score -516254.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -516406.281250 Penalty: 4060.624512
	Iteration 4F: 3 clusters Score -516406.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -516543.468750 Penalty: 4060.624512
	Iteration 5Q: 3 clusters Score -516543.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -516666.031250 Penalty: 4060.624512
	Iteration 6Q: 3 clusters Score -516666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -516768.718750 Penalty: 4060.624512
	Iteration 7Q: 3 clusters Score -516768.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -516843.406250 Penalty: 4060.624512
	Iteration 8Q: 3 clusters Score -516843.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -516906.687500 Penalty: 4060.624512
	Iteration 9Q: 3 clusters Score -516906.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -516964.562500 Penalty: 4060.624512
	Iteration 10Q: 3 clusters Score -516964.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -517009.062500 Penalty: 4060.624512
	Iteration 11Q: 3 clusters Score -517009.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -517067.875000 Penalty: 4060.624512
	Iteration 12Q: 3 clusters Score -517067.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -517124.656250 Penalty: 4060.624512
	Iteration 13Q: 3 clusters Score -517124.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -517189.250000 Penalty: 4060.624512
	Iteration 14Q: 3 clusters Score -517189.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -517263.250000 Penalty: 4060.624512
	Iteration 15Q: 3 clusters Score -517263.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -517350.625000 Penalty: 4060.624512
	Iteration 16Q: 3 clusters Score -517350.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -517479.312500 Penalty: 4060.624512
	Iteration 17Q: 3 clusters Score -517479.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -517653.062500 Penalty: 4060.624512
	Iteration 18Q: 3 clusters Score -517653.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -517815.812500 Penalty: 4060.624512
	Iteration 19Q: 3 clusters Score -517815.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -517926.125000 Penalty: 4060.624512
	Iteration 20F: 3 clusters Score -517926.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -517977.656250 Penalty: 4060.624512
	Iteration 21Q: 3 clusters Score -517977.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -517998.593750 Penalty: 4060.624512
	Iteration 22Q: 3 clusters Score -517998.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -518007.406250 Penalty: 4060.624512
	Iteration 23Q: 3 clusters Score -518007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -518014.468750 Penalty: 4060.624512
	Iteration 24Q: 3 clusters Score -518014.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -518017.406250 Penalty: 4060.624512
	Iteration 25Q: 3 clusters Score -518017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -518022.906250 Penalty: 4060.624512
	Iteration 26Q: 3 clusters Score -518022.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -518025.375000 Penalty: 4060.624512
	Iteration 27Q: 3 clusters Score -518025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -518026.062500 Penalty: 4060.624512
	Iteration 28Q: 3 clusters Score -518026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -518026.062500 Penalty: 4060.624512
	Iteration 29F: 3 clusters Score -518026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -91814.726562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -91814.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90119.492188 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -90119.49 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90406.820312 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -90406.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90512.593750 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -90512.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90593.796875 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -90593.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90681.226562 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -90681.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90742.859375 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -90742.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90764.414062 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -90764.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90788.609375 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -90788.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90804.867188 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -90804.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90842.625000 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -90842.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90867.093750 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -90867.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90882.914062 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -90882.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90902.218750 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -90902.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90917.437500 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -90917.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90935.406250 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -90935.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90953.656250 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -90953.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90962.148438 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -90962.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90965.843750 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -90965.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90974.890625 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -90974.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90983.695312 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -90983.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90990.101562 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -90990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90993.976562 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -90993.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91001.648438 Penalty: 3267.424805
	Iteration 22Q: 3 clusters Score -91001.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91009.968750 Penalty: 3267.424805
	Iteration 23Q: 3 clusters Score -91009.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91018.875000 Penalty: 3267.424805
	Iteration 24Q: 3 clusters Score -91018.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91027.890625 Penalty: 3267.424805
	Iteration 25Q: 3 clusters Score -91027.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91032.289062 Penalty: 3267.424805
	Iteration 26Q: 3 clusters Score -91032.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91035.648438 Penalty: 3267.424805
	Iteration 27Q: 3 clusters Score -91035.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91041.320312 Penalty: 3267.424805
	Iteration 28Q: 3 clusters Score -91041.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91044.546875 Penalty: 3267.424805
	Iteration 29Q: 3 clusters Score -91044.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91054.148438 Penalty: 3267.424805
	Iteration 30Q: 3 clusters Score -91054.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91066.484375 Penalty: 3267.424805
	Iteration 31Q: 3 clusters Score -91066.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91098.859375 Penalty: 3267.424805
	Iteration 32Q: 3 clusters Score -91098.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91170.585938 Penalty: 3267.424805
	Iteration 33Q: 3 clusters Score -91170.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91329.140625 Penalty: 3267.424805
	Iteration 34Q: 3 clusters Score -91329.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91400.601562 Penalty: 3267.424805
	Iteration 35Q: 3 clusters Score -91400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91456.804688 Penalty: 3267.424805
	Iteration 36Q: 3 clusters Score -91456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91497.234375 Penalty: 3267.424805
	Iteration 37Q: 3 clusters Score -91497.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91522.640625 Penalty: 3267.424805
	Iteration 38Q: 3 clusters Score -91522.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91547.718750 Penalty: 3267.424805
	Iteration 39Q: 3 clusters Score -91547.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91597.734375 Penalty: 3267.424805
	Iteration 40F: 3 clusters Score -91597.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91630.757812 Penalty: 3267.424805
	Iteration 41Q: 3 clusters Score -91630.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91636.429688 Penalty: 3267.424805
	Iteration 42Q: 3 clusters Score -91636.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91656.023438 Penalty: 3267.424805
	Iteration 43Q: 3 clusters Score -91656.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91687.570312 Penalty: 3267.424805
	Iteration 44Q: 3 clusters Score -91687.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91698.570312 Penalty: 3267.424805
	Iteration 45Q: 3 clusters Score -91698.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91701.734375 Penalty: 3267.424805
	Iteration 46Q: 3 clusters Score -91701.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91709.242188 Penalty: 3267.424805
	Iteration 47Q: 3 clusters Score -91709.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91722.429688 Penalty: 3267.424805
	Iteration 48Q: 3 clusters Score -91722.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91726.835938 Penalty: 3267.424805
	Iteration 49Q: 3 clusters Score -91726.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91732.070312 Penalty: 3267.424805
	Iteration 50Q: 3 clusters Score -91732.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91753.007812 Penalty: 3267.424805
	Iteration 51Q: 3 clusters Score -91753.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91784.578125 Penalty: 3267.424805
	Iteration 52Q: 3 clusters Score -91784.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91796.437500 Penalty: 3267.424805
	Iteration 53Q: 3 clusters Score -91796.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91797.828125 Penalty: 3267.424805
	Iteration 54F: 3 clusters Score -91797.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91812.710938 Penalty: 3267.424805
	Iteration 55Q: 3 clusters Score -91812.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91920.523438 Penalty: 3267.424805
	Iteration 56Q: 3 clusters Score -91920.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91976.867188 Penalty: 3267.424805
	Iteration 57Q: 3 clusters Score -91976.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92006.023438 Penalty: 3267.424805
	Iteration 58Q: 3 clusters Score -92006.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92029.742188 Penalty: 3267.424805
	Iteration 59Q: 3 clusters Score -92029.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92031.757812 Penalty: 3267.424805
	Iteration 60F: 3 clusters Score -92031.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92037.796875 Penalty: 3267.424805
	Iteration 61Q: 3 clusters Score -92037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92049.109375 Penalty: 3267.424805
	Iteration 62Q: 3 clusters Score -92049.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92051.046875 Penalty: 3267.424805
	Iteration 63Q: 3 clusters Score -92051.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92056.328125 Penalty: 3267.424805
	Iteration 64Q: 3 clusters Score -92056.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92062.609375 Penalty: 3267.424805
	Iteration 65Q: 3 clusters Score -92062.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92071.960938 Penalty: 3267.424805
	Iteration 66Q: 3 clusters Score -92071.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92074.367188 Penalty: 3267.424805
	Iteration 67Q: 3 clusters Score -92074.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92074.367188 Penalty: 3267.424805
	Iteration 68F: 3 clusters Score -92074.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 47915 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 195454 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 144440 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 15893 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 34179 members 
Mstep: Class 31 contains 3593 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
Score: -95486288.000000 Penalty: 119653.656250
Splitting cluster 32 changes total score from -95487792.000000 to -95486288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -77220.929688 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -77220.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75577.187500 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -75577.19 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -75875.164062 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -75875.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76053.242188 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -76053.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76157.226562 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -76157.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76267.078125 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -76267.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76344.953125 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -76344.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76386.625000 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -76386.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76410.140625 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -76410.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76436.609375 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -76436.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76452.500000 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -76452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76469.210938 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -76469.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76490.093750 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -76490.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76505.015625 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -76505.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76508.281250 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -76508.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76515.679688 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -76515.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76520.507812 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -76520.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76527.125000 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -76527.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76534.929688 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -76534.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76550.000000 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -76550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76581.273438 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -76581.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76586.898438 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -76586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76593.585938 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -76593.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76601.757812 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -76601.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76606.820312 Penalty: 3235.687012
	Iteration 23Q: 3 clusters Score -76606.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76606.820312 Penalty: 3235.687012
	Iteration 24F: 3 clusters Score -76606.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -347495.625000 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -347495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -344609.468750 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -344609.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -345156.187500 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -345156.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -345300.031250 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -345300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -345366.468750 Penalty: 3861.717529
	Iteration 3Q: 3 clusters Score -345366.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -345418.968750 Penalty: 3861.717529
	Iteration 4Q: 3 clusters Score -345419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -345448.437500 Penalty: 3861.717529
	Iteration 5Q: 3 clusters Score -345448.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -345464.718750 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -345464.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -345476.843750 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -345476.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -345483.156250 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -345483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -345485.968750 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -345486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -345488.312500 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -345488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -345488.500000 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -345488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -345490.156250 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -345490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -345490.406250 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -345490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -345493.218750 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -345493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -345493.312500 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -345493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -345494.312500 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -345494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -345498.687500 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -345498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -345504.000000 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -345504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -345511.281250 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -345511.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -345520.406250 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -345520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -345523.312500 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -345523.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -345527.218750 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -345527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -345531.156250 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -345531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345533.125000 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -345533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345535.968750 Penalty: 3861.717529
	Iteration 25Q: 3 clusters Score -345536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345540.187500 Penalty: 3861.717529
	Iteration 26Q: 3 clusters Score -345540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345542.500000 Penalty: 3861.717529
	Iteration 27Q: 3 clusters Score -345542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -345545.218750 Penalty: 3861.717529
	Iteration 28Q: 3 clusters Score -345545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -345546.500000 Penalty: 3861.717529
	Iteration 29Q: 3 clusters Score -345546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -345549.625000 Penalty: 3861.717529
	Iteration 30Q: 3 clusters Score -345549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -345551.000000 Penalty: 3861.717529
	Iteration 31Q: 3 clusters Score -345551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -345551.218750 Penalty: 3861.717529
	Iteration 32Q: 3 clusters Score -345551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -345551.937500 Penalty: 3861.717529
	Iteration 33Q: 3 clusters Score -345551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -345552.531250 Penalty: 3861.717529
	Iteration 34Q: 3 clusters Score -345552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -345552.718750 Penalty: 3861.717529
	Iteration 35Q: 3 clusters Score -345552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -345552.718750 Penalty: 3861.717529
	Iteration 36F: 3 clusters Score -345552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35097.421875 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -35097.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33867.660156 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -33867.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33976.250000 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -33976.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34002.671875 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -34002.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34002.671875 Penalty: 2785.918457
	Iteration 3F: 3 clusters Score -34002.67 nChanged 0
--- Evaluating fit on full set of 1984108 points ---
Entering Unmasked Estep 
Score: -286029632.000000 Penalty: 125865.898438
22->36 Clusters: Score -286029632.000000, best is -286223040.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 661369 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 30013 members 
Mstep: Class 3 contains 30000 members 
Mstep: Class 4 contains 29959 members 
Mstep: Class 5 contains 30403 members 
Mstep: Class 6 contains 29974 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 30067 members 
Mstep: Class 9 contains 29648 members 
Mstep: Class 10 contains 29711 members 
Mstep: Class 11 contains 29913 members 
Mstep: Class 12 contains 30223 members 
Mstep: Class 13 contains 30167 members 
Mstep: Class 14 contains 30037 members 
Mstep: Class 15 contains 30002 members 
Mstep: Class 16 contains 30022 members 
Mstep: Class 17 contains 30094 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 30423 members 
Mstep: Class 20 contains 29963 members 
Mstep: Class 21 contains 30184 members 
Mstep: Class 22 contains 30227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 318.335388 but Gain 3323.710938
Score: -88946464.000000 Penalty: 69797.968750
Iteration 0F: 22 clusters Score -8.894646e+07 nChanged 630086
Entering Unmasked Mstep 
Mstep: Class 0 contains 3749 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 39575 members 
Mstep: Class 3 contains 12167 members 
Mstep: Class 4 contains 53209 members 
Mstep: Class 5 contains 12605 members 
Mstep: Class 6 contains 61619 members 
Mstep: Class 7 contains 38001 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 34018 members 
Mstep: Class 10 contains 29534 members 
Mstep: Class 11 contains 26920 members 
Mstep: Class 12 contains 20579 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 12240 members 
Mstep: Class 16 contains 29957 members 
Mstep: Class 17 contains 34947 members 
Mstep: Class 18 contains 11177 members 
Mstep: Class 19 contains 96332 members 
Mstep: Class 21 contains 31565 members 
Mstep: Class 22 contains 26696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92993920.000000 Penalty: 69797.968750
Iteration 1F: 22 clusters Score -9.299392e+07 nChanged 340648
Entering Unmasked Mstep 
Mstep: Class 0 contains 3011 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 10602 members 
Mstep: Class 4 contains 52453 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 47244 members 
Mstep: Class 7 contains 36145 members 
Mstep: Class 8 contains 11587 members 
Mstep: Class 9 contains 19841 members 
Mstep: Class 10 contains 13841 members 
Mstep: Class 11 contains 43421 members 
Mstep: Class 12 contains 10772 members 
Mstep: Class 13 contains 91088 members 
Mstep: Class 14 contains 9543 members 
Mstep: Class 15 contains 13927 members 
Mstep: Class 16 contains 26624 members 
Mstep: Class 17 contains 33307 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 175552 members 
Mstep: Class 21 contains 14799 members 
Mstep: Class 22 contains 16055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2152.154053 but Gain 3323.718750
Score: -94227952.000000 Penalty: 66474.250000
Iteration 2F: 21 clusters Score -9.422795e+07 nChanged 219457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2533 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 16283 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 29181 members 
Mstep: Class 6 contains 25879 members 
Mstep: Class 7 contains 36232 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 69915 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 129581 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 35456 members 
Mstep: Class 17 contains 43030 members 
Mstep: Class 18 contains 3393 members 
Mstep: Class 19 contains 175235 members 
Mstep: Class 21 contains 8281 members 
Mstep: Class 22 contains 16405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3245.781006 but Gain 3323.710938
Score: -94662568.000000 Penalty: 63150.539062
Iteration 3F: 20 clusters Score -9.466257e+07 nChanged 147607
Entering Unmasked Mstep 
Mstep: Class 0 contains 2288 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 15140 members 
Mstep: Class 3 contains 4809 members 
Mstep: Class 4 contains 15236 members 
Mstep: Class 6 contains 17001 members 
Mstep: Class 7 contains 36357 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 10 contains 6765 members 
Mstep: Class 11 contains 76104 members 
Mstep: Class 12 contains 1361 members 
Mstep: Class 13 contains 178571 members 
Mstep: Class 14 contains 10904 members 
Mstep: Class 15 contains 20091 members 
Mstep: Class 16 contains 45271 members 
Mstep: Class 17 contains 49918 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 144745 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 14254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94861120.000000 Penalty: 63150.539062
Iteration 4F: 20 clusters Score -9.486112e+07 nChanged 102694
Entering Unmasked Mstep 
Mstep: Class 0 contains 1907 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 6 contains 12246 members 
Mstep: Class 7 contains 35347 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 68144 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 13 contains 229111 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 51086 members 
Mstep: Class 17 contains 51866 members 
Mstep: Class 18 contains 1322 members 
Mstep: Class 19 contains 114399 members 
Mstep: Class 21 contains 4592 members 
Mstep: Class 22 contains 11254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95108448.000000 Penalty: 63150.539062
Iteration 5F: 20 clusters Score -9.510845e+07 nChanged 75631
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10834 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 34154 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 10 contains 6908 members 
Mstep: Class 11 contains 59997 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 264752 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 54474 members 
Mstep: Class 17 contains 51313 members 
Mstep: Class 18 contains 2787 members 
Mstep: Class 19 contains 95253 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 22 contains 8937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95251192.000000 Penalty: 63150.539062
Iteration 6F: 20 clusters Score -9.525119e+07 nChanged 54190
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 7405 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 8528 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 33111 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 10 contains 7867 members 
Mstep: Class 11 contains 54045 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 284829 members 
Mstep: Class 14 contains 12968 members 
Mstep: Class 15 contains 18608 members 
Mstep: Class 16 contains 56270 members 
Mstep: Class 17 contains 50219 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 87091 members 
Mstep: Class 21 contains 3813 members 
Mstep: Class 22 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95269992.000000 Penalty: 63150.539062
Iteration 7F: 20 clusters Score -9.526999e+07 nChanged 37199
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 9388 members 
Mstep: Class 6 contains 12079 members 
Mstep: Class 7 contains 31959 members 
Mstep: Class 8 contains 1224 members 
Mstep: Class 10 contains 8967 members 
Mstep: Class 11 contains 53201 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 293671 members 
Mstep: Class 14 contains 13457 members 
Mstep: Class 15 contains 17433 members 
Mstep: Class 16 contains 56984 members 
Mstep: Class 17 contains 50007 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 82430 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 5945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95278592.000000 Penalty: 63150.539062
Iteration 8F: 20 clusters Score -9.527859e+07 nChanged 27732
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 6 contains 12218 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 55798 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 296734 members 
Mstep: Class 14 contains 13501 members 
Mstep: Class 15 contains 16315 members 
Mstep: Class 16 contains 56977 members 
Mstep: Class 17 contains 50267 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 19 contains 79026 members 
Mstep: Class 21 contains 3605 members 
Mstep: Class 22 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95288144.000000 Penalty: 63150.539062
Iteration 9Q: 20 clusters Score -9.528814e+07 nChanged 22451
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 12148 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 29312 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 60370 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 296405 members 
Mstep: Class 14 contains 13240 members 
Mstep: Class 15 contains 15367 members 
Mstep: Class 16 contains 56615 members 
Mstep: Class 17 contains 50714 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 19 contains 76318 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95296936.000000 Penalty: 63150.539062
Iteration 10Q: 20 clusters Score -9.529694e+07 nChanged 19030
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 13688 members 
Mstep: Class 6 contains 12040 members 
Mstep: Class 7 contains 28107 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 66085 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 294081 members 
Mstep: Class 14 contains 12859 members 
Mstep: Class 15 contains 14600 members 
Mstep: Class 16 contains 56017 members 
Mstep: Class 17 contains 51299 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 74316 members 
Mstep: Class 21 contains 3266 members 
Mstep: Class 22 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95305008.000000 Penalty: 63150.539062
Iteration 11Q: 20 clusters Score -9.530501e+07 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 15287 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 27226 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 10 contains 11787 members 
Mstep: Class 11 contains 72259 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 290488 members 
Mstep: Class 14 contains 12480 members 
Mstep: Class 15 contains 14048 members 
Mstep: Class 16 contains 55150 members 
Mstep: Class 17 contains 51923 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 72656 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95313440.000000 Penalty: 63150.539062
Iteration 12Q: 20 clusters Score -9.531344e+07 nChanged 14865
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 16940 members 
Mstep: Class 6 contains 11640 members 
Mstep: Class 7 contains 26600 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 78595 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 286118 members 
Mstep: Class 14 contains 12107 members 
Mstep: Class 15 contains 13589 members 
Mstep: Class 16 contains 54177 members 
Mstep: Class 17 contains 52549 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 71333 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95322264.000000 Penalty: 63150.539062
Iteration 13Q: 20 clusters Score -9.532226e+07 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 18744 members 
Mstep: Class 6 contains 11374 members 
Mstep: Class 7 contains 26225 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 10 contains 12577 members 
Mstep: Class 11 contains 85158 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 281015 members 
Mstep: Class 14 contains 11744 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 53107 members 
Mstep: Class 17 contains 53005 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 70327 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 22 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95332664.000000 Penalty: 63150.539062
Iteration 14Q: 20 clusters Score -9.533266e+07 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 20472 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 26093 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 91708 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 275392 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 12900 members 
Mstep: Class 16 contains 52159 members 
Mstep: Class 17 contains 53436 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 69610 members 
Mstep: Class 21 contains 2554 members 
Mstep: Class 22 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95343088.000000 Penalty: 63150.539062
Iteration 15Q: 20 clusters Score -9.534309e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 22009 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 26125 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 10 contains 13080 members 
Mstep: Class 11 contains 98156 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 269608 members 
Mstep: Class 14 contains 11078 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 51271 members 
Mstep: Class 17 contains 53893 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 69038 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95352704.000000 Penalty: 63150.539062
Iteration 16Q: 20 clusters Score -9.53527e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 23325 members 
Mstep: Class 6 contains 10521 members 
Mstep: Class 7 contains 26300 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 104331 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 263892 members 
Mstep: Class 14 contains 10769 members 
Mstep: Class 15 contains 12460 members 
Mstep: Class 16 contains 50519 members 
Mstep: Class 17 contains 54311 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 68600 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95361760.000000 Penalty: 63150.539062
Iteration 17Q: 20 clusters Score -9.536176e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3687 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 24551 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 26606 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 13400 members 
Mstep: Class 11 contains 110279 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 258196 members 
Mstep: Class 14 contains 10473 members 
Mstep: Class 15 contains 12331 members 
Mstep: Class 16 contains 49863 members 
Mstep: Class 17 contains 54636 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 68257 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95371064.000000 Penalty: 63150.539062
Iteration 18Q: 20 clusters Score -9.537106e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 25650 members 
Mstep: Class 6 contains 9882 members 
Mstep: Class 7 contains 27012 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 10 contains 13541 members 
Mstep: Class 11 contains 115617 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 252943 members 
Mstep: Class 14 contains 10229 members 
Mstep: Class 15 contains 12238 members 
Mstep: Class 16 contains 49324 members 
Mstep: Class 17 contains 54910 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 67973 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95379480.000000 Penalty: 63150.539062
Iteration 19Q: 20 clusters Score -9.537948e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3650 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26647 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 27445 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 120340 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 248216 members 
Mstep: Class 14 contains 10000 members 
Mstep: Class 15 contains 12158 members 
Mstep: Class 16 contains 48825 members 
Mstep: Class 17 contains 55098 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 67673 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95385648.000000 Penalty: 63150.539062
Iteration 20F: 20 clusters Score -9.538565e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 27641 members 
Mstep: Class 6 contains 9386 members 
Mstep: Class 7 contains 27858 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 10 contains 13909 members 
Mstep: Class 11 contains 124431 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 244103 members 
Mstep: Class 14 contains 9865 members 
Mstep: Class 15 contains 12074 members 
Mstep: Class 16 contains 48365 members 
Mstep: Class 17 contains 55247 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 67350 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95390536.000000 Penalty: 63150.539062
Iteration 21Q: 20 clusters Score -9.539054e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 6 contains 9155 members 
Mstep: Class 7 contains 28298 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 10 contains 14091 members 
Mstep: Class 11 contains 128089 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 240416 members 
Mstep: Class 14 contains 9726 members 
Mstep: Class 15 contains 12005 members 
Mstep: Class 16 contains 48027 members 
Mstep: Class 17 contains 55372 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 66998 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95392792.000000 Penalty: 63150.539062
Iteration 22Q: 20 clusters Score -9.539279e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 4 contains 29322 members 
Mstep: Class 6 contains 8962 members 
Mstep: Class 7 contains 28682 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 131424 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 237110 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 47665 members 
Mstep: Class 17 contains 55444 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 66622 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95394264.000000 Penalty: 63150.539062
Iteration 23Q: 20 clusters Score -9.539426e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 30074 members 
Mstep: Class 6 contains 8850 members 
Mstep: Class 7 contains 29036 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 10 contains 14350 members 
Mstep: Class 11 contains 134401 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 234085 members 
Mstep: Class 14 contains 9502 members 
Mstep: Class 15 contains 11926 members 
Mstep: Class 16 contains 47319 members 
Mstep: Class 17 contains 55471 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 66259 members 
Mstep: Class 21 contains 1189 members 
Mstep: Class 22 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95394368.000000 Penalty: 63150.539062
Iteration 24Q: 20 clusters Score -9.539437e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 29375 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 10 contains 14446 members 
Mstep: Class 11 contains 137242 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 231172 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 11887 members 
Mstep: Class 16 contains 46987 members 
Mstep: Class 17 contains 55481 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 65874 members 
Mstep: Class 21 contains 1132 members 
Mstep: Class 22 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95393784.000000 Penalty: 63150.539062
Iteration 25Q: 20 clusters Score -9.539378e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 31488 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 29673 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 10 contains 14537 members 
Mstep: Class 11 contains 140235 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 228155 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 11866 members 
Mstep: Class 16 contains 46642 members 
Mstep: Class 17 contains 55441 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 65450 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95392136.000000 Penalty: 63150.539062
Iteration 26Q: 20 clusters Score -9.539214e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 32133 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 29928 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 10 contains 14621 members 
Mstep: Class 11 contains 143349 members 
Mstep: Class 12 contains 1693 members 
Mstep: Class 13 contains 225040 members 
Mstep: Class 14 contains 9372 members 
Mstep: Class 15 contains 11843 members 
Mstep: Class 16 contains 46308 members 
Mstep: Class 17 contains 55395 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 65037 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95390320.000000 Penalty: 63150.539062
Iteration 27Q: 20 clusters Score -9.539032e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 32741 members 
Mstep: Class 6 contains 8768 members 
Mstep: Class 7 contains 30224 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 146671 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 221631 members 
Mstep: Class 14 contains 9338 members 
Mstep: Class 15 contains 11819 members 
Mstep: Class 16 contains 46047 members 
Mstep: Class 17 contains 55319 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 64608 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95390040.000000 Penalty: 63150.539062
Iteration 28Q: 20 clusters Score -9.539004e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 33296 members 
Mstep: Class 6 contains 8773 members 
Mstep: Class 7 contains 30491 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 150360 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 217899 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 45803 members 
Mstep: Class 17 contains 55227 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 64219 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95392560.000000 Penalty: 63150.539062
Iteration 29Q: 20 clusters Score -9.539256e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 33815 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 30809 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 10 contains 14873 members 
Mstep: Class 11 contains 154196 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 213841 members 
Mstep: Class 14 contains 9274 members 
Mstep: Class 15 contains 11781 members 
Mstep: Class 16 contains 45556 members 
Mstep: Class 17 contains 55129 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 63977 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95395456.000000 Penalty: 63150.539062
Iteration 30Q: 20 clusters Score -9.539546e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 34284 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 31154 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 157941 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 209872 members 
Mstep: Class 14 contains 9245 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 45281 members 
Mstep: Class 17 contains 55022 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 63840 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95398888.000000 Penalty: 63150.539062
Iteration 31Q: 20 clusters Score -9.539889e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 34738 members 
Mstep: Class 6 contains 8682 members 
Mstep: Class 7 contains 31456 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 10 contains 14893 members 
Mstep: Class 11 contains 161645 members 
Mstep: Class 12 contains 1670 members 
Mstep: Class 13 contains 206017 members 
Mstep: Class 14 contains 9224 members 
Mstep: Class 15 contains 11732 members 
Mstep: Class 16 contains 44993 members 
Mstep: Class 17 contains 54913 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 63726 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95400952.000000 Penalty: 63150.539062
Iteration 32Q: 20 clusters Score -9.540095e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 1170 members 
Mstep: Class 4 contains 35172 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 31757 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 165033 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 202430 members 
Mstep: Class 14 contains 9227 members 
Mstep: Class 15 contains 11700 members 
Mstep: Class 16 contains 44751 members 
Mstep: Class 17 contains 54795 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 63645 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95402960.000000 Penalty: 63150.539062
Iteration 33Q: 20 clusters Score -9.540296e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 1209 members 
Mstep: Class 4 contains 35555 members 
Mstep: Class 6 contains 8592 members 
Mstep: Class 7 contains 32026 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 10 contains 14881 members 
Mstep: Class 11 contains 168044 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 199249 members 
Mstep: Class 14 contains 9219 members 
Mstep: Class 15 contains 11680 members 
Mstep: Class 16 contains 44531 members 
Mstep: Class 17 contains 54682 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 63571 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95404296.000000 Penalty: 63150.539062
Iteration 34Q: 20 clusters Score -9.54043e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 35915 members 
Mstep: Class 6 contains 8529 members 
Mstep: Class 7 contains 32278 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 10 contains 14910 members 
Mstep: Class 11 contains 170736 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 196339 members 
Mstep: Class 14 contains 9217 members 
Mstep: Class 15 contains 11658 members 
Mstep: Class 16 contains 44343 members 
Mstep: Class 17 contains 54574 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 63520 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95405768.000000 Penalty: 63150.539062
Iteration 35Q: 20 clusters Score -9.540577e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 36321 members 
Mstep: Class 6 contains 8479 members 
Mstep: Class 7 contains 32549 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 173257 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 193569 members 
Mstep: Class 14 contains 9215 members 
Mstep: Class 15 contains 11634 members 
Mstep: Class 16 contains 44095 members 
Mstep: Class 17 contains 54458 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 63508 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95406824.000000 Penalty: 63150.539062
Iteration 36Q: 20 clusters Score -9.540682e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 36697 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 32798 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 175633 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 190939 members 
Mstep: Class 14 contains 9210 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 43871 members 
Mstep: Class 17 contains 54353 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63513 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95408040.000000 Penalty: 63150.539062
Iteration 37Q: 20 clusters Score -9.540804e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 37038 members 
Mstep: Class 6 contains 8416 members 
Mstep: Class 7 contains 33045 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 10 contains 14986 members 
Mstep: Class 11 contains 177844 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 188452 members 
Mstep: Class 14 contains 9203 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 43696 members 
Mstep: Class 17 contains 54245 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63530 members 
Mstep: Class 21 contains 1145 members 
Mstep: Class 22 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95408864.000000 Penalty: 63150.539062
Iteration 38Q: 20 clusters Score -9.540886e+07 nChanged 3648
Entering ConstructFrom: 
Score: -95408864.000000 Penalty: 63150.539062
Entering ConstructFrom: 
Trying to split cluster 1 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -957396.187500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -957396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -951803.750000 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -951803.8 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -953481.937500 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -953481.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -953849.875000 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -953849.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -954075.312500 Penalty: 4368.654297
	Iteration 3F: 3 clusters Score -954075.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -954306.062500 Penalty: 4368.654297
	Iteration 4F: 3 clusters Score -954306.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -954514.875000 Penalty: 4368.654297
	Iteration 5Q: 3 clusters Score -954514.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -954743.250000 Penalty: 4368.654297
	Iteration 6Q: 3 clusters Score -954743.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -955001.687500 Penalty: 4368.654297
	Iteration 7Q: 3 clusters Score -955001.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -955223.187500 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -955223.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -955422.312500 Penalty: 4368.654297
	Iteration 9Q: 3 clusters Score -955422.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -955579.687500 Penalty: 4368.654297
	Iteration 10Q: 3 clusters Score -955579.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -955689.937500 Penalty: 4368.654297
	Iteration 11Q: 3 clusters Score -955689.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -955775.625000 Penalty: 4368.654297
	Iteration 12Q: 3 clusters Score -955775.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -955857.875000 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -955857.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -955921.625000 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -955921.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -955967.562500 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -955967.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -955993.125000 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -955993.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -956012.500000 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -956012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -956022.062500 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -956022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -956030.187500 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -956030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -956039.875000 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -956039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -956046.125000 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -956046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -956051.000000 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -956051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -956053.375000 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -956053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -956055.312500 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -956055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -956056.750000 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -956056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -956058.812500 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -956058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -956064.375000 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -956064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -956066.875000 Penalty: 4368.654297
	Iteration 28Q: 3 clusters Score -956066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -956068.812500 Penalty: 4368.654297
	Iteration 29Q: 3 clusters Score -956068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -956073.187500 Penalty: 4368.654297
	Iteration 30Q: 3 clusters Score -956073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -956074.062500 Penalty: 4368.654297
	Iteration 31Q: 3 clusters Score -956074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -956075.250000 Penalty: 4368.654297
	Iteration 32Q: 3 clusters Score -956075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -956077.875000 Penalty: 4368.654297
	Iteration 33Q: 3 clusters Score -956077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -956079.125000 Penalty: 4368.654297
	Iteration 34Q: 3 clusters Score -956079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -956080.562500 Penalty: 4368.654297
	Iteration 35Q: 3 clusters Score -956080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -956084.625000 Penalty: 4368.654297
	Iteration 36Q: 3 clusters Score -956084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -956083.750000 Penalty: 4368.654297
	Iteration 37Q: 3 clusters Score -956083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -956087.937500 Penalty: 4368.654297
	Iteration 38Q: 3 clusters Score -956087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -956088.250000 Penalty: 4368.654297
	Iteration 39Q: 3 clusters Score -956088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -956092.562500 Penalty: 4368.654297
	Iteration 40F: 3 clusters Score -956092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -956095.625000 Penalty: 4368.654297
	Iteration 41Q: 3 clusters Score -956095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -956099.625000 Penalty: 4368.654297
	Iteration 42Q: 3 clusters Score -956099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -956106.687500 Penalty: 4368.654297
	Iteration 43Q: 3 clusters Score -956106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -956113.750000 Penalty: 4368.654297
	Iteration 44Q: 3 clusters Score -956113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -956126.312500 Penalty: 4368.654297
	Iteration 45Q: 3 clusters Score -956126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -956136.937500 Penalty: 4368.654297
	Iteration 46Q: 3 clusters Score -956136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -956151.062500 Penalty: 4368.654297
	Iteration 47Q: 3 clusters Score -956151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -956158.312500 Penalty: 4368.654297
	Iteration 48Q: 3 clusters Score -956158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -956161.000000 Penalty: 4368.654297
	Iteration 49Q: 3 clusters Score -956161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -956161.750000 Penalty: 4368.654297
	Iteration 50Q: 3 clusters Score -956161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -956162.187500 Penalty: 4368.654297
	Iteration 51Q: 3 clusters Score -956162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -956163.000000 Penalty: 4368.654297
	Iteration 52Q: 3 clusters Score -956163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -956165.375000 Penalty: 4368.654297
	Iteration 53Q: 3 clusters Score -956165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -956166.375000 Penalty: 4368.654297
	Iteration 54Q: 3 clusters Score -956166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -956167.687500 Penalty: 4368.654297
	Iteration 55Q: 3 clusters Score -956167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -956169.750000 Penalty: 4368.654297
	Iteration 56Q: 3 clusters Score -956169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -956171.375000 Penalty: 4368.654297
	Iteration 57Q: 3 clusters Score -956171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -956171.375000 Penalty: 4368.654297
	Iteration 58F: 3 clusters Score -956171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -533469.062500 Penalty: 2033.126221
	Iteration 0F: 2 clusters Score -533469.1 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 1790 members 
Entering Unmasked Estep 
Score: -529756.062500 Penalty: 4066.252441
	Iteration 0F: 3 clusters Score -529756.1 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -530622.062500 Penalty: 4066.252441
	Iteration 1F: 3 clusters Score -530622.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -530976.500000 Penalty: 4066.252441
	Iteration 2F: 3 clusters Score -530976.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -531315.687500 Penalty: 4066.252441
	Iteration 3F: 3 clusters Score -531315.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -531610.812500 Penalty: 4066.252441
	Iteration 4F: 3 clusters Score -531610.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -531871.750000 Penalty: 4066.252441
	Iteration 5F: 3 clusters Score -531871.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -532134.375000 Penalty: 4066.252441
	Iteration 6F: 3 clusters Score -532134.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -532403.625000 Penalty: 4066.252441
	Iteration 7F: 3 clusters Score -532403.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -532594.500000 Penalty: 4066.252441
	Iteration 8Q: 3 clusters Score -532594.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -532707.812500 Penalty: 4066.252441
	Iteration 9Q: 3 clusters Score -532707.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -532765.375000 Penalty: 4066.252441
	Iteration 10Q: 3 clusters Score -532765.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -532790.500000 Penalty: 4066.252441
	Iteration 11Q: 3 clusters Score -532790.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -532804.062500 Penalty: 4066.252441
	Iteration 12Q: 3 clusters Score -532804.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -532815.500000 Penalty: 4066.252441
	Iteration 13Q: 3 clusters Score -532815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -532821.687500 Penalty: 4066.252441
	Iteration 14Q: 3 clusters Score -532821.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -532825.312500 Penalty: 4066.252441
	Iteration 15Q: 3 clusters Score -532825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -532827.687500 Penalty: 4066.252441
	Iteration 16Q: 3 clusters Score -532827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -532829.000000 Penalty: 4066.252441
	Iteration 17Q: 3 clusters Score -532829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -532829.500000 Penalty: 4066.252441
	Iteration 18Q: 3 clusters Score -532829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -532831.250000 Penalty: 4066.252441
	Iteration 19Q: 3 clusters Score -532831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -532830.437500 Penalty: 4066.252441
	Iteration 20F: 3 clusters Score -532830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -532832.750000 Penalty: 4066.252441
	Iteration 21Q: 3 clusters Score -532832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -532832.750000 Penalty: 4066.252441
	Iteration 22F: 3 clusters Score -532832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -186555.828125 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -186555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -184427.328125 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -184427.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -184816.875000 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -184816.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -184924.312500 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -184924.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -184975.859375 Penalty: 3559.422363
	Iteration 3Q: 3 clusters Score -184975.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -185023.265625 Penalty: 3559.422363
	Iteration 4Q: 3 clusters Score -185023.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185044.250000 Penalty: 3559.422363
	Iteration 5Q: 3 clusters Score -185044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185063.234375 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -185063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -185078.703125 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -185078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -185087.078125 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -185087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -185094.562500 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -185094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -185104.109375 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -185104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -185109.562500 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -185109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185112.359375 Penalty: 3559.422363
	Iteration 12Q: 3 clusters Score -185112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185115.531250 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -185115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185116.625000 Penalty: 3559.422363
	Iteration 14Q: 3 clusters Score -185116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185116.625000 Penalty: 3559.422363
	Iteration 15F: 3 clusters Score -185116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Entering Unmasked Estep 
Score: -5482678.500000 Penalty: 2611.012207
	Iteration 0F: 2 clusters Score -5482678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5457331.500000 Penalty: 5222.024414
	Iteration 0F: 3 clusters Score -5457332 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5466931.000000 Penalty: 5222.024414
	Iteration 1F: 3 clusters Score -5466931 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5467878.000000 Penalty: 5222.024414
	Iteration 2F: 3 clusters Score -5467878 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -5469076.000000 Penalty: 5222.024414
	Iteration 3F: 3 clusters Score -5469076 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5470387.000000 Penalty: 5222.024414
	Iteration 4F: 3 clusters Score -5470387 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -5471732.500000 Penalty: 5222.024414
	Iteration 5F: 3 clusters Score -5471732 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -5473296.500000 Penalty: 5222.024414
	Iteration 6F: 3 clusters Score -5473296 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5475076.500000 Penalty: 5222.024414
	Iteration 7F: 3 clusters Score -5475076 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5477113.500000 Penalty: 5222.024414
	Iteration 8F: 3 clusters Score -5477114 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -5479167.000000 Penalty: 5222.024414
	Iteration 9F: 3 clusters Score -5479167 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -5481110.000000 Penalty: 5222.024414
	Iteration 10F: 3 clusters Score -5481110 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -5482983.500000 Penalty: 5222.024414
	Iteration 11Q: 3 clusters Score -5482984 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -5484519.500000 Penalty: 5222.024414
	Iteration 12Q: 3 clusters Score -5484520 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5485572.500000 Penalty: 5222.024414
	Iteration 13Q: 3 clusters Score -5485572 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -5486143.500000 Penalty: 5222.024414
	Iteration 14Q: 3 clusters Score -5486144 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5486370.500000 Penalty: 5222.024414
	Iteration 15Q: 3 clusters Score -5486370 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5486448.500000 Penalty: 5222.024414
	Iteration 16Q: 3 clusters Score -5486448 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -5486479.500000 Penalty: 5222.024414
	Iteration 17Q: 3 clusters Score -5486480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5486479.500000 Penalty: 5222.024414
	Iteration 18Q: 3 clusters Score -5486480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5486499.500000 Penalty: 5222.024414
	Iteration 19Q: 3 clusters Score -5486500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5486496.000000 Penalty: 5222.024414
	Iteration 20F: 3 clusters Score -5486496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -5486492.500000 Penalty: 5222.024414
	Iteration 21Q: 3 clusters Score -5486492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -5486493.000000 Penalty: 5222.024414
	Iteration 22Q: 3 clusters Score -5486493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -5486493.000000 Penalty: 5222.024414
	Iteration 23Q: 3 clusters Score -5486493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -5486489.500000 Penalty: 5222.024414
	Iteration 24Q: 3 clusters Score -5486490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -5486493.500000 Penalty: 5222.024414
	Iteration 25Q: 3 clusters Score -5486494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5486488.500000 Penalty: 5222.024414
	Iteration 26Q: 3 clusters Score -5486488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -5486489.000000 Penalty: 5222.024414
	Iteration 27Q: 3 clusters Score -5486489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5486492.000000 Penalty: 5222.024414
	Iteration 28Q: 3 clusters Score -5486492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5486491.500000 Penalty: 5222.024414
	Iteration 29Q: 3 clusters Score -5486492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5486493.000000 Penalty: 5222.024414
	Iteration 30Q: 3 clusters Score -5486493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5486492.000000 Penalty: 5222.024414
	Iteration 31Q: 3 clusters Score -5486492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -5486485.500000 Penalty: 5222.024414
	Iteration 32Q: 3 clusters Score -5486486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -5486485.500000 Penalty: 5222.024414
	Iteration 33F: 3 clusters Score -5486486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 33270 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 10 contains 15014 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 9198 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
Score: -95412160.000000 Penalty: 66474.250000
Splitting cluster 4 changes total score from -95408864.000000 to -95412160.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (8369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Entering Unmasked Estep 
Score: -1231890.875000 Penalty: 2240.007812
	Iteration 0F: 2 clusters Score -1231891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1225169.500000 Penalty: 4480.015625
	Iteration 0F: 3 clusters Score -1225170 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1227083.875000 Penalty: 4480.015625
	Iteration 1F: 3 clusters Score -1227084 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1227456.625000 Penalty: 4480.015625
	Iteration 2F: 3 clusters Score -1227457 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1227757.375000 Penalty: 4480.015625
	Iteration 3F: 3 clusters Score -1227757 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1228037.500000 Penalty: 4480.015625
	Iteration 4F: 3 clusters Score -1228038 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1228339.875000 Penalty: 4480.015625
	Iteration 5F: 3 clusters Score -1228340 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1228654.625000 Penalty: 4480.015625
	Iteration 6F: 3 clusters Score -1228655 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1228940.750000 Penalty: 4480.015625
	Iteration 7Q: 3 clusters Score -1228941 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1229227.125000 Penalty: 4480.015625
	Iteration 8Q: 3 clusters Score -1229227 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1229482.875000 Penalty: 4480.015625
	Iteration 9Q: 3 clusters Score -1229483 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1229674.125000 Penalty: 4480.015625
	Iteration 10Q: 3 clusters Score -1229674 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1229788.375000 Penalty: 4480.015625
	Iteration 11Q: 3 clusters Score -1229788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1229873.500000 Penalty: 4480.015625
	Iteration 12Q: 3 clusters Score -1229874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1229933.875000 Penalty: 4480.015625
	Iteration 13Q: 3 clusters Score -1229934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1229979.875000 Penalty: 4480.015625
	Iteration 14Q: 3 clusters Score -1229980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1230027.000000 Penalty: 4480.015625
	Iteration 15Q: 3 clusters Score -1230027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1230061.250000 Penalty: 4480.015625
	Iteration 16Q: 3 clusters Score -1230061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1230085.875000 Penalty: 4480.015625
	Iteration 17Q: 3 clusters Score -1230086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1230100.375000 Penalty: 4480.015625
	Iteration 18Q: 3 clusters Score -1230100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1230106.875000 Penalty: 4480.015625
	Iteration 19Q: 3 clusters Score -1230107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1230113.750000 Penalty: 4480.015625
	Iteration 20F: 3 clusters Score -1230114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1230118.375000 Penalty: 4480.015625
	Iteration 21Q: 3 clusters Score -1230118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1230125.625000 Penalty: 4480.015625
	Iteration 22Q: 3 clusters Score -1230126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1230127.625000 Penalty: 4480.015625
	Iteration 23Q: 3 clusters Score -1230128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1230131.750000 Penalty: 4480.015625
	Iteration 24Q: 3 clusters Score -1230132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1230135.250000 Penalty: 4480.015625
	Iteration 25Q: 3 clusters Score -1230135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1230137.625000 Penalty: 4480.015625
	Iteration 26Q: 3 clusters Score -1230138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1230140.750000 Penalty: 4480.015625
	Iteration 27Q: 3 clusters Score -1230141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1230141.500000 Penalty: 4480.015625
	Iteration 28Q: 3 clusters Score -1230142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1230142.625000 Penalty: 4480.015625
	Iteration 29Q: 3 clusters Score -1230143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1230146.375000 Penalty: 4480.015625
	Iteration 30Q: 3 clusters Score -1230146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1230149.875000 Penalty: 4480.015625
	Iteration 31Q: 3 clusters Score -1230150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1230155.375000 Penalty: 4480.015625
	Iteration 32Q: 3 clusters Score -1230155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1230156.000000 Penalty: 4480.015625
	Iteration 33Q: 3 clusters Score -1230156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1230157.500000 Penalty: 4480.015625
	Iteration 34Q: 3 clusters Score -1230158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1230158.625000 Penalty: 4480.015625
	Iteration 35Q: 3 clusters Score -1230159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1230163.125000 Penalty: 4480.015625
	Iteration 36Q: 3 clusters Score -1230163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1230163.125000 Penalty: 4480.015625
	Iteration 37Q: 3 clusters Score -1230163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1230165.250000 Penalty: 4480.015625
	Iteration 38Q: 3 clusters Score -1230165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1230165.250000 Penalty: 4480.015625
	Iteration 39F: 3 clusters Score -1230165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Entering Unmasked Estep 
Score: -4873175.500000 Penalty: 2582.278076
	Iteration 0F: 2 clusters Score -4873176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4850498.500000 Penalty: 5164.556152
	Iteration 0F: 3 clusters Score -4850498 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4859736.500000 Penalty: 5164.556152
	Iteration 1F: 3 clusters Score -4859736 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4862409.000000 Penalty: 5164.556152
	Iteration 2F: 3 clusters Score -4862409 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4866054.500000 Penalty: 5164.556152
	Iteration 3F: 3 clusters Score -4866054 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4869413.000000 Penalty: 5164.556152
	Iteration 4F: 3 clusters Score -4869413 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -4871398.000000 Penalty: 5164.556152
	Iteration 5F: 3 clusters Score -4871398 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4872211.500000 Penalty: 5164.556152
	Iteration 6Q: 3 clusters Score -4872212 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4872553.000000 Penalty: 5164.556152
	Iteration 7Q: 3 clusters Score -4872553 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4872698.000000 Penalty: 5164.556152
	Iteration 8Q: 3 clusters Score -4872698 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -4872780.500000 Penalty: 5164.556152
	Iteration 9Q: 3 clusters Score -4872780 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -4872838.000000 Penalty: 5164.556152
	Iteration 10Q: 3 clusters Score -4872838 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -4872921.000000 Penalty: 5164.556152
	Iteration 11Q: 3 clusters Score -4872921 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4872945.000000 Penalty: 5164.556152
	Iteration 12Q: 3 clusters Score -4872945 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4873000.500000 Penalty: 5164.556152
	Iteration 13Q: 3 clusters Score -4873000 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4873026.000000 Penalty: 5164.556152
	Iteration 14Q: 3 clusters Score -4873026 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4873092.500000 Penalty: 5164.556152
	Iteration 15Q: 3 clusters Score -4873092 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4873128.000000 Penalty: 5164.556152
	Iteration 16Q: 3 clusters Score -4873128 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4873139.500000 Penalty: 5164.556152
	Iteration 17Q: 3 clusters Score -4873140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4873168.500000 Penalty: 5164.556152
	Iteration 18Q: 3 clusters Score -4873168 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4873205.500000 Penalty: 5164.556152
	Iteration 19Q: 3 clusters Score -4873206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -4873217.500000 Penalty: 5164.556152
	Iteration 20F: 3 clusters Score -4873218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4873217.000000 Penalty: 5164.556152
	Iteration 21Q: 3 clusters Score -4873217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4873244.000000 Penalty: 5164.556152
	Iteration 22Q: 3 clusters Score -4873244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4873263.500000 Penalty: 5164.556152
	Iteration 23Q: 3 clusters Score -4873264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4873263.000000 Penalty: 5164.556152
	Iteration 24Q: 3 clusters Score -4873263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4873273.000000 Penalty: 5164.556152
	Iteration 25Q: 3 clusters Score -4873273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4873283.000000 Penalty: 5164.556152
	Iteration 26Q: 3 clusters Score -4873283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4873314.000000 Penalty: 5164.556152
	Iteration 27Q: 3 clusters Score -4873314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4873310.000000 Penalty: 5164.556152
	Iteration 28Q: 3 clusters Score -4873310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4873313.500000 Penalty: 5164.556152
	Iteration 29Q: 3 clusters Score -4873314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4873344.500000 Penalty: 5164.556152
	Iteration 30Q: 3 clusters Score -4873344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4873343.500000 Penalty: 5164.556152
	Iteration 31Q: 3 clusters Score -4873344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -4873340.000000 Penalty: 5164.556152
	Iteration 32Q: 3 clusters Score -4873340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -4873349.500000 Penalty: 5164.556152
	Iteration 33Q: 3 clusters Score -4873350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4873347.000000 Penalty: 5164.556152
	Iteration 34Q: 3 clusters Score -4873347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4873345.500000 Penalty: 5164.556152
	Iteration 35Q: 3 clusters Score -4873346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4873357.500000 Penalty: 5164.556152
	Iteration 36Q: 3 clusters Score -4873358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4873375.500000 Penalty: 5164.556152
	Iteration 37Q: 3 clusters Score -4873376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4873365.500000 Penalty: 5164.556152
	Iteration 38Q: 3 clusters Score -4873366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -4873377.500000 Penalty: 5164.556152
	Iteration 39Q: 3 clusters Score -4873378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4873394.500000 Penalty: 5164.556152
	Iteration 40F: 3 clusters Score -4873394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -4873400.000000 Penalty: 5164.556152
	Iteration 41Q: 3 clusters Score -4873400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -4873422.000000 Penalty: 5164.556152
	Iteration 42Q: 3 clusters Score -4873422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4873409.000000 Penalty: 5164.556152
	Iteration 43Q: 3 clusters Score -4873409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4873421.500000 Penalty: 5164.556152
	Iteration 44Q: 3 clusters Score -4873422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -4873430.500000 Penalty: 5164.556152
	Iteration 45Q: 3 clusters Score -4873430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4873451.500000 Penalty: 5164.556152
	Iteration 46Q: 3 clusters Score -4873452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4873494.500000 Penalty: 5164.556152
	Iteration 47Q: 3 clusters Score -4873494 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -4873554.500000 Penalty: 5164.556152
	Iteration 48Q: 3 clusters Score -4873554 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4873676.000000 Penalty: 5164.556152
	Iteration 49Q: 3 clusters Score -4873676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4873925.000000 Penalty: 5164.556152
	Iteration 50Q: 3 clusters Score -4873925 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4874175.000000 Penalty: 5164.556152
	Iteration 51Q: 3 clusters Score -4874175 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4874280.500000 Penalty: 5164.556152
	Iteration 52Q: 3 clusters Score -4874280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4874309.000000 Penalty: 5164.556152
	Iteration 53Q: 3 clusters Score -4874309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4874308.000000 Penalty: 5164.556152
	Iteration 54Q: 3 clusters Score -4874308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4874320.000000 Penalty: 5164.556152
	Iteration 55Q: 3 clusters Score -4874320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4874322.500000 Penalty: 5164.556152
	Iteration 56Q: 3 clusters Score -4874322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4874337.500000 Penalty: 5164.556152
	Iteration 57Q: 3 clusters Score -4874338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -4874346.500000 Penalty: 5164.556152
	Iteration 58Q: 3 clusters Score -4874346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4874342.500000 Penalty: 5164.556152
	Iteration 59Q: 3 clusters Score -4874342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4874349.500000 Penalty: 5164.556152
	Iteration 60F: 3 clusters Score -4874350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4874352.500000 Penalty: 5164.556152
	Iteration 61Q: 3 clusters Score -4874352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4874353.500000 Penalty: 5164.556152
	Iteration 62Q: 3 clusters Score -4874354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4874356.000000 Penalty: 5164.556152
	Iteration 63Q: 3 clusters Score -4874356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -4874358.000000 Penalty: 5164.556152
	Iteration 64Q: 3 clusters Score -4874358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4874363.000000 Penalty: 5164.556152
	Iteration 65Q: 3 clusters Score -4874363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4874360.000000 Penalty: 5164.556152
	Iteration 66Q: 3 clusters Score -4874360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4874359.000000 Penalty: 5164.556152
	Iteration 67Q: 3 clusters Score -4874359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4874359.000000 Penalty: 5164.556152
	Iteration 68F: 3 clusters Score -4874359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 15014 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 9198 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
Score: -95412824.000000 Penalty: 69797.968750
Splitting cluster 7 changes total score from -95408864.000000 to -95412824.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -111277.835938 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -111277.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109696.976562 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -109697 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111019.843750 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -111019.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -111514.742188 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -111514.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -111776.968750 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -111777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -111924.500000 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -111924.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -112025.734375 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -112025.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -112145.656250 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -112145.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112258.671875 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -112258.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112330.757812 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -112330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112403.109375 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -112403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112488.640625 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -112488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112522.453125 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -112522.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -112560.289062 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -112560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112582.390625 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -112582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -112603.640625 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -112603.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112617.734375 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -112617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -112621.117188 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -112621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -112626.484375 Penalty: 3456.549805
	Iteration 17F: 3 clusters Score -112626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -112659.570312 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -112659.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112689.328125 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -112689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -112731.085938 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -112731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112766.703125 Penalty: 3456.549805
	Iteration 21Q: 3 clusters Score -112766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -112783.968750 Penalty: 3456.549805
	Iteration 22Q: 3 clusters Score -112784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -112788.625000 Penalty: 3456.549805
	Iteration 23Q: 3 clusters Score -112788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112790.937500 Penalty: 3456.549805
	Iteration 24Q: 3 clusters Score -112790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112790.937500 Penalty: 3456.549805
	Iteration 25F: 3 clusters Score -112790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 15014 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 9198 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
Score: -95412736.000000 Penalty: 73121.679688
Splitting cluster 8 changes total score from -95408864.000000 to -95412736.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (15014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Entering Unmasked Estep 
Score: -2083157.875000 Penalty: 2384.951172
	Iteration 0F: 2 clusters Score -2083158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2072326.625000 Penalty: 4769.902344
	Iteration 0F: 3 clusters Score -2072327 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2076401.250000 Penalty: 4769.902344
	Iteration 1F: 3 clusters Score -2076401 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2077689.875000 Penalty: 4769.902344
	Iteration 2F: 3 clusters Score -2077690 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2079780.250000 Penalty: 4769.902344
	Iteration 3F: 3 clusters Score -2079780 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2081730.750000 Penalty: 4769.902344
	Iteration 4F: 3 clusters Score -2081731 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2082795.875000 Penalty: 4769.902344
	Iteration 5F: 3 clusters Score -2082796 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2083432.125000 Penalty: 4769.902344
	Iteration 6F: 3 clusters Score -2083432 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2084045.500000 Penalty: 4769.902344
	Iteration 7Q: 3 clusters Score -2084046 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2084540.750000 Penalty: 4769.902344
	Iteration 8Q: 3 clusters Score -2084541 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2084815.875000 Penalty: 4769.902344
	Iteration 9Q: 3 clusters Score -2084816 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2084952.375000 Penalty: 4769.902344
	Iteration 10Q: 3 clusters Score -2084952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2085021.250000 Penalty: 4769.902344
	Iteration 11Q: 3 clusters Score -2085021 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2085056.000000 Penalty: 4769.902344
	Iteration 12Q: 3 clusters Score -2085056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2085085.000000 Penalty: 4769.902344
	Iteration 13Q: 3 clusters Score -2085085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2085098.875000 Penalty: 4769.902344
	Iteration 14Q: 3 clusters Score -2085099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2085111.375000 Penalty: 4769.902344
	Iteration 15Q: 3 clusters Score -2085111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2085114.375000 Penalty: 4769.902344
	Iteration 16Q: 3 clusters Score -2085114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2085120.250000 Penalty: 4769.902344
	Iteration 17Q: 3 clusters Score -2085120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2085124.875000 Penalty: 4769.902344
	Iteration 18Q: 3 clusters Score -2085125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2085132.250000 Penalty: 4769.902344
	Iteration 19Q: 3 clusters Score -2085132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2085132.625000 Penalty: 4769.902344
	Iteration 20F: 3 clusters Score -2085133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2085135.875000 Penalty: 4769.902344
	Iteration 21Q: 3 clusters Score -2085136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2085135.750000 Penalty: 4769.902344
	Iteration 22Q: 3 clusters Score -2085136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2085142.625000 Penalty: 4769.902344
	Iteration 23Q: 3 clusters Score -2085143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2085144.875000 Penalty: 4769.902344
	Iteration 24Q: 3 clusters Score -2085145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2085145.750000 Penalty: 4769.902344
	Iteration 25Q: 3 clusters Score -2085146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2085152.125000 Penalty: 4769.902344
	Iteration 26Q: 3 clusters Score -2085152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2085146.750000 Penalty: 4769.902344
	Iteration 27Q: 3 clusters Score -2085147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2085150.125000 Penalty: 4769.902344
	Iteration 28Q: 3 clusters Score -2085150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2085155.250000 Penalty: 4769.902344
	Iteration 29Q: 3 clusters Score -2085155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2085151.250000 Penalty: 4769.902344
	Iteration 30Q: 3 clusters Score -2085151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2085149.750000 Penalty: 4769.902344
	Iteration 31Q: 3 clusters Score -2085150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2085152.625000 Penalty: 4769.902344
	Iteration 32Q: 3 clusters Score -2085153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2085152.875000 Penalty: 4769.902344
	Iteration 33Q: 3 clusters Score -2085153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2085151.625000 Penalty: 4769.902344
	Iteration 34Q: 3 clusters Score -2085152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2085150.375000 Penalty: 4769.902344
	Iteration 35Q: 3 clusters Score -2085150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2085152.875000 Penalty: 4769.902344
	Iteration 36Q: 3 clusters Score -2085153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2085151.500000 Penalty: 4769.902344
	Iteration 37Q: 3 clusters Score -2085152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2085151.625000 Penalty: 4769.902344
	Iteration 38Q: 3 clusters Score -2085152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2085152.125000 Penalty: 4769.902344
	Iteration 39Q: 3 clusters Score -2085152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2085156.750000 Penalty: 4769.902344
	Iteration 40F: 3 clusters Score -2085157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2085155.375000 Penalty: 4769.902344
	Iteration 41Q: 3 clusters Score -2085155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2085157.000000 Penalty: 4769.902344
	Iteration 42Q: 3 clusters Score -2085157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2085161.125000 Penalty: 4769.902344
	Iteration 43Q: 3 clusters Score -2085161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2085159.625000 Penalty: 4769.902344
	Iteration 44Q: 3 clusters Score -2085160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2085158.750000 Penalty: 4769.902344
	Iteration 45Q: 3 clusters Score -2085159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2085157.625000 Penalty: 4769.902344
	Iteration 46Q: 3 clusters Score -2085158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2085157.625000 Penalty: 4769.902344
	Iteration 47F: 3 clusters Score -2085158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 9198 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6938 members 
Entering Unmasked Estep 
Score: -95413736.000000 Penalty: 76445.390625
Splitting cluster 10 changes total score from -95408864.000000 to -95413736.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (179847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179847 members 
Entering Unmasked Estep 
Score: -26906440.000000 Penalty: 3000.765869
	Iteration 0F: 2 clusters Score -2.690644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -26787332.000000 Penalty: 6001.531738
	Iteration 0F: 3 clusters Score -2.678733e+07 nChanged 86509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -26837184.000000 Penalty: 6001.531738
	Iteration 1F: 3 clusters Score -2.683718e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -26838342.000000 Penalty: 6001.531738
	Iteration 2Q: 3 clusters Score -2.683834e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -26839588.000000 Penalty: 6001.531738
	Iteration 3Q: 3 clusters Score -2.683959e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -26841304.000000 Penalty: 6001.531738
	Iteration 4Q: 3 clusters Score -2.68413e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -26843860.000000 Penalty: 6001.531738
	Iteration 5Q: 3 clusters Score -2.684386e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -26847760.000000 Penalty: 6001.531738
	Iteration 6Q: 3 clusters Score -2.684776e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 104252 members 
Entering Unmasked Estep 
Score: -26853630.000000 Penalty: 6001.531738
	Iteration 7F: 3 clusters Score -2.685363e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -26861910.000000 Penalty: 6001.531738
	Iteration 8F: 3 clusters Score -2.686191e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -26871772.000000 Penalty: 6001.531738
	Iteration 9F: 3 clusters Score -2.687177e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -26878592.000000 Penalty: 6001.531738
	Iteration 10F: 3 clusters Score -2.687859e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 120949 members 
Entering Unmasked Estep 
Score: -26881954.000000 Penalty: 6001.531738
	Iteration 11Q: 3 clusters Score -2.688195e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 123789 members 
Entering Unmasked Estep 
Score: -26883854.000000 Penalty: 6001.531738
	Iteration 12Q: 3 clusters Score -2.688385e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 126660 members 
Entering Unmasked Estep 
Score: -26885454.000000 Penalty: 6001.531738
	Iteration 13Q: 3 clusters Score -2.688545e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 129551 members 
Entering Unmasked Estep 
Score: -26887122.000000 Penalty: 6001.531738
	Iteration 14Q: 3 clusters Score -2.688712e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -26888698.000000 Penalty: 6001.531738
	Iteration 15Q: 3 clusters Score -2.68887e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 135059 members 
Entering Unmasked Estep 
Score: -26890262.000000 Penalty: 6001.531738
	Iteration 16Q: 3 clusters Score -2.689026e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 137613 members 
Entering Unmasked Estep 
Score: -26891814.000000 Penalty: 6001.531738
	Iteration 17Q: 3 clusters Score -2.689181e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 140071 members 
Entering Unmasked Estep 
Score: -26893206.000000 Penalty: 6001.531738
	Iteration 18Q: 3 clusters Score -2.689321e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -26894560.000000 Penalty: 6001.531738
	Iteration 19Q: 3 clusters Score -2.689456e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 144223 members 
Entering Unmasked Estep 
Score: -26895812.000000 Penalty: 6001.531738
	Iteration 20F: 3 clusters Score -2.689581e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -26896766.000000 Penalty: 6001.531738
	Iteration 21Q: 3 clusters Score -2.689677e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 147703 members 
Entering Unmasked Estep 
Score: -26897628.000000 Penalty: 6001.531738
	Iteration 22Q: 3 clusters Score -2.689763e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -26898284.000000 Penalty: 6001.531738
	Iteration 23Q: 3 clusters Score -2.689828e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 150541 members 
Entering Unmasked Estep 
Score: -26898986.000000 Penalty: 6001.531738
	Iteration 24Q: 3 clusters Score -2.689899e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 151853 members 
Entering Unmasked Estep 
Score: -26899410.000000 Penalty: 6001.531738
	Iteration 25Q: 3 clusters Score -2.689941e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 153051 members 
Entering Unmasked Estep 
Score: -26899712.000000 Penalty: 6001.531738
	Iteration 26Q: 3 clusters Score -2.689971e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -26899962.000000 Penalty: 6001.531738
	Iteration 27Q: 3 clusters Score -2.689996e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -26900144.000000 Penalty: 6001.531738
	Iteration 28Q: 3 clusters Score -2.690014e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -26900358.000000 Penalty: 6001.531738
	Iteration 29Q: 3 clusters Score -2.690036e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -26900444.000000 Penalty: 6001.531738
	Iteration 30Q: 3 clusters Score -2.690044e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 157854 members 
Entering Unmasked Estep 
Score: -26900628.000000 Penalty: 6001.531738
	Iteration 31Q: 3 clusters Score -2.690063e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 158635 members 
Entering Unmasked Estep 
Score: -26900782.000000 Penalty: 6001.531738
	Iteration 32Q: 3 clusters Score -2.690078e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -26900888.000000 Penalty: 6001.531738
	Iteration 33Q: 3 clusters Score -2.690089e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 160056 members 
Entering Unmasked Estep 
Score: -26901022.000000 Penalty: 6001.531738
	Iteration 34Q: 3 clusters Score -2.690102e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 160731 members 
Entering Unmasked Estep 
Score: -26901158.000000 Penalty: 6001.531738
	Iteration 35Q: 3 clusters Score -2.690116e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -26901322.000000 Penalty: 6001.531738
	Iteration 36Q: 3 clusters Score -2.690132e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -26901496.000000 Penalty: 6001.531738
	Iteration 37Q: 3 clusters Score -2.69015e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 162493 members 
Entering Unmasked Estep 
Score: -26901596.000000 Penalty: 6001.531738
	Iteration 38Q: 3 clusters Score -2.69016e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 163019 members 
Entering Unmasked Estep 
Score: -26901772.000000 Penalty: 6001.531738
	Iteration 39Q: 3 clusters Score -2.690177e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 163500 members 
Entering Unmasked Estep 
Score: -26901900.000000 Penalty: 6001.531738
	Iteration 40F: 3 clusters Score -2.69019e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -26901990.000000 Penalty: 6001.531738
	Iteration 41Q: 3 clusters Score -2.690199e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -26902086.000000 Penalty: 6001.531738
	Iteration 42Q: 3 clusters Score -2.690209e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -26902156.000000 Penalty: 6001.531738
	Iteration 43Q: 3 clusters Score -2.690216e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -26902268.000000 Penalty: 6001.531738
	Iteration 44Q: 3 clusters Score -2.690227e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -26902380.000000 Penalty: 6001.531738
	Iteration 45Q: 3 clusters Score -2.690238e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 165684 members 
Entering Unmasked Estep 
Score: -26902432.000000 Penalty: 6001.531738
	Iteration 46Q: 3 clusters Score -2.690243e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 165958 members 
Entering Unmasked Estep 
Score: -26902516.000000 Penalty: 6001.531738
	Iteration 47Q: 3 clusters Score -2.690252e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -26902488.000000 Penalty: 6001.531738
	Iteration 48Q: 3 clusters Score -2.690249e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -26902566.000000 Penalty: 6001.531738
	Iteration 49Q: 3 clusters Score -2.690257e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 166669 members 
Entering Unmasked Estep 
Score: -26902554.000000 Penalty: 6001.531738
	Iteration 50Q: 3 clusters Score -2.690255e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 166888 members 
Entering Unmasked Estep 
Score: -26902536.000000 Penalty: 6001.531738
	Iteration 51Q: 3 clusters Score -2.690254e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 167112 members 
Entering Unmasked Estep 
Score: -26902600.000000 Penalty: 6001.531738
	Iteration 52Q: 3 clusters Score -2.69026e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 167328 members 
Entering Unmasked Estep 
Score: -26902638.000000 Penalty: 6001.531738
	Iteration 53Q: 3 clusters Score -2.690264e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -26902614.000000 Penalty: 6001.531738
	Iteration 54Q: 3 clusters Score -2.690261e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 167731 members 
Entering Unmasked Estep 
Score: -26902662.000000 Penalty: 6001.531738
	Iteration 55Q: 3 clusters Score -2.690266e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 167904 members 
Entering Unmasked Estep 
Score: -26902664.000000 Penalty: 6001.531738
	Iteration 56Q: 3 clusters Score -2.690266e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 168040 members 
Entering Unmasked Estep 
Score: -26902662.000000 Penalty: 6001.531738
	Iteration 57Q: 3 clusters Score -2.690266e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -26902682.000000 Penalty: 6001.531738
	Iteration 58Q: 3 clusters Score -2.690268e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -26902690.000000 Penalty: 6001.531738
	Iteration 59Q: 3 clusters Score -2.690269e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -26902690.000000 Penalty: 6001.531738
	Iteration 60F: 3 clusters Score -2.690269e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -26902728.000000 Penalty: 6001.531738
	Iteration 61Q: 3 clusters Score -2.690273e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 168662 members 
Entering Unmasked Estep 
Score: -26902754.000000 Penalty: 6001.531738
	Iteration 62Q: 3 clusters Score -2.690275e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -26902714.000000 Penalty: 6001.531738
	Iteration 63Q: 3 clusters Score -2.690271e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -26902716.000000 Penalty: 6001.531738
	Iteration 64Q: 3 clusters Score -2.690272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -26902730.000000 Penalty: 6001.531738
	Iteration 65Q: 3 clusters Score -2.690273e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 168996 members 
Entering Unmasked Estep 
Score: -26902716.000000 Penalty: 6001.531738
	Iteration 66Q: 3 clusters Score -2.690272e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -26902700.000000 Penalty: 6001.531738
	Iteration 67Q: 3 clusters Score -2.69027e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 169157 members 
Entering Unmasked Estep 
Score: -26902722.000000 Penalty: 6001.531738
	Iteration 68Q: 3 clusters Score -2.690272e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -26902752.000000 Penalty: 6001.531738
	Iteration 69Q: 3 clusters Score -2.690275e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -26902738.000000 Penalty: 6001.531738
	Iteration 70Q: 3 clusters Score -2.690274e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 169357 members 
Entering Unmasked Estep 
Score: -26902716.000000 Penalty: 6001.531738
	Iteration 71Q: 3 clusters Score -2.690272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 169429 members 
Entering Unmasked Estep 
Score: -26902716.000000 Penalty: 6001.531738
	Iteration 72Q: 3 clusters Score -2.690272e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 169498 members 
Entering Unmasked Estep 
Score: -26902744.000000 Penalty: 6001.531738
	Iteration 73Q: 3 clusters Score -2.690274e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 169564 members 
Entering Unmasked Estep 
Score: -26902764.000000 Penalty: 6001.531738
	Iteration 74Q: 3 clusters Score -2.690276e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -26902746.000000 Penalty: 6001.531738
	Iteration 75Q: 3 clusters Score -2.690275e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -26902796.000000 Penalty: 6001.531738
	Iteration 76Q: 3 clusters Score -2.69028e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 169794 members 
Entering Unmasked Estep 
Score: -26902806.000000 Penalty: 6001.531738
	Iteration 77Q: 3 clusters Score -2.690281e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -26902828.000000 Penalty: 6001.531738
	Iteration 78Q: 3 clusters Score -2.690283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -26902820.000000 Penalty: 6001.531738
	Iteration 79Q: 3 clusters Score -2.690282e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 170058 members 
Entering Unmasked Estep 
Score: -26902834.000000 Penalty: 6001.531738
	Iteration 80F: 3 clusters Score -2.690283e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -26902888.000000 Penalty: 6001.531738
	Iteration 81Q: 3 clusters Score -2.690289e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 170226 members 
Entering Unmasked Estep 
Score: -26902936.000000 Penalty: 6001.531738
	Iteration 82Q: 3 clusters Score -2.690294e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -26902960.000000 Penalty: 6001.531738
	Iteration 83Q: 3 clusters Score -2.690296e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -26902974.000000 Penalty: 6001.531738
	Iteration 84Q: 3 clusters Score -2.690297e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 170443 members 
Entering Unmasked Estep 
Score: -26902978.000000 Penalty: 6001.531738
	Iteration 85Q: 3 clusters Score -2.690298e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 170515 members 
Entering Unmasked Estep 
Score: -26902978.000000 Penalty: 6001.531738
	Iteration 86Q: 3 clusters Score -2.690298e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -26902970.000000 Penalty: 6001.531738
	Iteration 87Q: 3 clusters Score -2.690297e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -26902984.000000 Penalty: 6001.531738
	Iteration 88Q: 3 clusters Score -2.690298e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 170699 members 
Entering Unmasked Estep 
Score: -26902996.000000 Penalty: 6001.531738
	Iteration 89Q: 3 clusters Score -2.6903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -26903018.000000 Penalty: 6001.531738
	Iteration 90Q: 3 clusters Score -2.690302e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -26903046.000000 Penalty: 6001.531738
	Iteration 91Q: 3 clusters Score -2.690305e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 170909 members 
Entering Unmasked Estep 
Score: -26903058.000000 Penalty: 6001.531738
	Iteration 92Q: 3 clusters Score -2.690306e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -26903046.000000 Penalty: 6001.531738
	Iteration 93Q: 3 clusters Score -2.690305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -26903098.000000 Penalty: 6001.531738
	Iteration 94Q: 3 clusters Score -2.69031e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 171164 members 
Entering Unmasked Estep 
Score: -26903128.000000 Penalty: 6001.531738
	Iteration 95Q: 3 clusters Score -2.690313e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -26903176.000000 Penalty: 6001.531738
	Iteration 96Q: 3 clusters Score -2.690318e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 171358 members 
Entering Unmasked Estep 
Score: -26903202.000000 Penalty: 6001.531738
	Iteration 97Q: 3 clusters Score -2.69032e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -26903202.000000 Penalty: 6001.531738
	Iteration 98Q: 3 clusters Score -2.69032e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -26903214.000000 Penalty: 6001.531738
	Iteration 99Q: 3 clusters Score -2.690321e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -26903238.000000 Penalty: 6001.531738
	Iteration 100F: 3 clusters Score -2.690324e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 171728 members 
Entering Unmasked Estep 
Score: -26903284.000000 Penalty: 6001.531738
	Iteration 101Q: 3 clusters Score -2.690328e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -26903278.000000 Penalty: 6001.531738
	Iteration 102Q: 3 clusters Score -2.690328e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 171897 members 
Entering Unmasked Estep 
Score: -26903282.000000 Penalty: 6001.531738
	Iteration 103Q: 3 clusters Score -2.690328e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -26903348.000000 Penalty: 6001.531738
	Iteration 104Q: 3 clusters Score -2.690335e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -26903332.000000 Penalty: 6001.531738
	Iteration 105Q: 3 clusters Score -2.690333e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -26903334.000000 Penalty: 6001.531738
	Iteration 106Q: 3 clusters Score -2.690333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 172159 members 
Entering Unmasked Estep 
Score: -26903366.000000 Penalty: 6001.531738
	Iteration 107Q: 3 clusters Score -2.690337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 172198 members 
Entering Unmasked Estep 
Score: -26903380.000000 Penalty: 6001.531738
	Iteration 108Q: 3 clusters Score -2.690338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 172239 members 
Entering Unmasked Estep 
Score: -26903390.000000 Penalty: 6001.531738
	Iteration 109Q: 3 clusters Score -2.690339e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 172276 members 
Entering Unmasked Estep 
Score: -26903388.000000 Penalty: 6001.531738
	Iteration 110Q: 3 clusters Score -2.690339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 172304 members 
Entering Unmasked Estep 
Score: -26903388.000000 Penalty: 6001.531738
	Iteration 111Q: 3 clusters Score -2.690339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -26903368.000000 Penalty: 6001.531738
	Iteration 112Q: 3 clusters Score -2.690337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 172381 members 
Entering Unmasked Estep 
Score: -26903374.000000 Penalty: 6001.531738
	Iteration 113Q: 3 clusters Score -2.690337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -26903364.000000 Penalty: 6001.531738
	Iteration 114Q: 3 clusters Score -2.690336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 172451 members 
Entering Unmasked Estep 
Score: -26903362.000000 Penalty: 6001.531738
	Iteration 115Q: 3 clusters Score -2.690336e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -26903370.000000 Penalty: 6001.531738
	Iteration 116Q: 3 clusters Score -2.690337e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 172517 members 
Entering Unmasked Estep 
Score: -26903394.000000 Penalty: 6001.531738
	Iteration 117Q: 3 clusters Score -2.690339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 172541 members 
Entering Unmasked Estep 
Score: -26903402.000000 Penalty: 6001.531738
	Iteration 118Q: 3 clusters Score -2.69034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -26903446.000000 Penalty: 6001.531738
	Iteration 119Q: 3 clusters Score -2.690345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -26903454.000000 Penalty: 6001.531738
	Iteration 120F: 3 clusters Score -2.690345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 172636 members 
Entering Unmasked Estep 
Score: -26903438.000000 Penalty: 6001.531738
	Iteration 121Q: 3 clusters Score -2.690344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -26903452.000000 Penalty: 6001.531738
	Iteration 122Q: 3 clusters Score -2.690345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 172679 members 
Entering Unmasked Estep 
Score: -26903458.000000 Penalty: 6001.531738
	Iteration 123Q: 3 clusters Score -2.690346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 172695 members 
Entering Unmasked Estep 
Score: -26903474.000000 Penalty: 6001.531738
	Iteration 124Q: 3 clusters Score -2.690347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -26903462.000000 Penalty: 6001.531738
	Iteration 125Q: 3 clusters Score -2.690346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -26903448.000000 Penalty: 6001.531738
	Iteration 126Q: 3 clusters Score -2.690345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -26903450.000000 Penalty: 6001.531738
	Iteration 127Q: 3 clusters Score -2.690345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 172733 members 
Entering Unmasked Estep 
Score: -26903458.000000 Penalty: 6001.531738
	Iteration 128Q: 3 clusters Score -2.690346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 172738 members 
Entering Unmasked Estep 
Score: -26903454.000000 Penalty: 6001.531738
	Iteration 129Q: 3 clusters Score -2.690345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -26903454.000000 Penalty: 6001.531738
	Iteration 130Q: 3 clusters Score -2.690345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 172745 members 
Entering Unmasked Estep 
Score: -26903452.000000 Penalty: 6001.531738
	Iteration 131Q: 3 clusters Score -2.690345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 172750 members 
Entering Unmasked Estep 
Score: -26903456.000000 Penalty: 6001.531738
	Iteration 132Q: 3 clusters Score -2.690346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 172754 members 
Entering Unmasked Estep 
Score: -26903440.000000 Penalty: 6001.531738
	Iteration 133Q: 3 clusters Score -2.690344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 172755 members 
Entering Unmasked Estep 
Score: -26903448.000000 Penalty: 6001.531738
	Iteration 134Q: 3 clusters Score -2.690345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 172761 members 
Entering Unmasked Estep 
Score: -26903446.000000 Penalty: 6001.531738
	Iteration 135Q: 3 clusters Score -2.690345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 172769 members 
Entering Unmasked Estep 
Score: -26903452.000000 Penalty: 6001.531738
	Iteration 136Q: 3 clusters Score -2.690345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -26903452.000000 Penalty: 6001.531738
	Iteration 137Q: 3 clusters Score -2.690345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 172781 members 
Entering Unmasked Estep 
Score: -26903450.000000 Penalty: 6001.531738
	Iteration 138Q: 3 clusters Score -2.690345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 172784 members 
Entering Unmasked Estep 
Score: -26903458.000000 Penalty: 6001.531738
	Iteration 139Q: 3 clusters Score -2.690346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -26903452.000000 Penalty: 6001.531738
	Iteration 140F: 3 clusters Score -2.690345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 172787 members 
Entering Unmasked Estep 
Score: -26903454.000000 Penalty: 6001.531738
	Iteration 141Q: 3 clusters Score -2.690345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -26903470.000000 Penalty: 6001.531738
	Iteration 142Q: 3 clusters Score -2.690347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 172793 members 
Entering Unmasked Estep 
Score: -26903470.000000 Penalty: 6001.531738
	Iteration 143Q: 3 clusters Score -2.690347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
Score: -26903470.000000 Penalty: 6001.531738
	Iteration 144Q: 3 clusters Score -2.690347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 172799 members 
Entering Unmasked Estep 
Score: -26903470.000000 Penalty: 6001.531738
	Iteration 145Q: 3 clusters Score -2.690347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -26903472.000000 Penalty: 6001.531738
	Iteration 146Q: 3 clusters Score -2.690347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 172806 members 
Entering Unmasked Estep 
Score: -26903466.000000 Penalty: 6001.531738
	Iteration 147Q: 3 clusters Score -2.690347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 172814 members 
Entering Unmasked Estep 
Score: -26903468.000000 Penalty: 6001.531738
	Iteration 148Q: 3 clusters Score -2.690347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 172816 members 
Entering Unmasked Estep 
Score: -26903476.000000 Penalty: 6001.531738
	Iteration 149Q: 3 clusters Score -2.690348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -26903478.000000 Penalty: 6001.531738
	Iteration 150Q: 3 clusters Score -2.690348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 172824 members 
Entering Unmasked Estep 
Score: -26903488.000000 Penalty: 6001.531738
	Iteration 151Q: 3 clusters Score -2.690349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 172828 members 
Entering Unmasked Estep 
Score: -26903476.000000 Penalty: 6001.531738
	Iteration 152Q: 3 clusters Score -2.690348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 172831 members 
Entering Unmasked Estep 
Score: -26903480.000000 Penalty: 6001.531738
	Iteration 153Q: 3 clusters Score -2.690348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -26903504.000000 Penalty: 6001.531738
	Iteration 154Q: 3 clusters Score -2.69035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 172837 members 
Entering Unmasked Estep 
Score: -26903488.000000 Penalty: 6001.531738
	Iteration 155Q: 3 clusters Score -2.690349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 172840 members 
Entering Unmasked Estep 
Score: -26903488.000000 Penalty: 6001.531738
	Iteration 156Q: 3 clusters Score -2.690349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 172847 members 
Entering Unmasked Estep 
Score: -26903488.000000 Penalty: 6001.531738
	Iteration 157Q: 3 clusters Score -2.690349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -26903494.000000 Penalty: 6001.531738
	Iteration 158Q: 3 clusters Score -2.690349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -26903490.000000 Penalty: 6001.531738
	Iteration 159Q: 3 clusters Score -2.690349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 172869 members 
Entering Unmasked Estep 
Score: -26903484.000000 Penalty: 6001.531738
	Iteration 160F: 3 clusters Score -2.690348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -26903470.000000 Penalty: 6001.531738
	Iteration 161Q: 3 clusters Score -2.690347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 172894 members 
Entering Unmasked Estep 
Score: -26903486.000000 Penalty: 6001.531738
	Iteration 162Q: 3 clusters Score -2.690349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 172907 members 
Entering Unmasked Estep 
Score: -26903476.000000 Penalty: 6001.531738
	Iteration 163Q: 3 clusters Score -2.690348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -26903484.000000 Penalty: 6001.531738
	Iteration 164Q: 3 clusters Score -2.690348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 172956 members 
Entering Unmasked Estep 
Score: -26903474.000000 Penalty: 6001.531738
	Iteration 165Q: 3 clusters Score -2.690347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -26903458.000000 Penalty: 6001.531738
	Iteration 166Q: 3 clusters Score -2.690346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -26903486.000000 Penalty: 6001.531738
	Iteration 167Q: 3 clusters Score -2.690349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 173006 members 
Entering Unmasked Estep 
Score: -26903518.000000 Penalty: 6001.531738
	Iteration 168Q: 3 clusters Score -2.690352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 173016 members 
Entering Unmasked Estep 
Score: -26903528.000000 Penalty: 6001.531738
	Iteration 169Q: 3 clusters Score -2.690353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 173023 members 
Entering Unmasked Estep 
Score: -26903540.000000 Penalty: 6001.531738
	Iteration 170Q: 3 clusters Score -2.690354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -26903530.000000 Penalty: 6001.531738
	Iteration 171Q: 3 clusters Score -2.690353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 173037 members 
Entering Unmasked Estep 
Score: -26903544.000000 Penalty: 6001.531738
	Iteration 172Q: 3 clusters Score -2.690354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 173048 members 
Entering Unmasked Estep 
Score: -26903520.000000 Penalty: 6001.531738
	Iteration 173Q: 3 clusters Score -2.690352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 173058 members 
Entering Unmasked Estep 
Score: -26903512.000000 Penalty: 6001.531738
	Iteration 174Q: 3 clusters Score -2.690351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 173069 members 
Entering Unmasked Estep 
Score: -26903514.000000 Penalty: 6001.531738
	Iteration 175Q: 3 clusters Score -2.690351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 173077 members 
Entering Unmasked Estep 
Score: -26903526.000000 Penalty: 6001.531738
	Iteration 176Q: 3 clusters Score -2.690353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 173080 members 
Entering Unmasked Estep 
Score: -26903536.000000 Penalty: 6001.531738
	Iteration 177Q: 3 clusters Score -2.690354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -26903526.000000 Penalty: 6001.531738
	Iteration 178Q: 3 clusters Score -2.690353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -26903526.000000 Penalty: 6001.531738
	Iteration 179F: 3 clusters Score -2.690353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -220891.921875 Penalty: 1837.766113
	Iteration 0F: 2 clusters Score -220891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -218644.500000 Penalty: 3675.532227
	Iteration 0F: 3 clusters Score -218644.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219597.562500 Penalty: 3675.532227
	Iteration 1F: 3 clusters Score -219597.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220255.218750 Penalty: 3675.532227
	Iteration 2F: 3 clusters Score -220255.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -220709.328125 Penalty: 3675.532227
	Iteration 3F: 3 clusters Score -220709.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -220966.234375 Penalty: 3675.532227
	Iteration 4F: 3 clusters Score -220966.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -221146.109375 Penalty: 3675.532227
	Iteration 5Q: 3 clusters Score -221146.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -221267.046875 Penalty: 3675.532227
	Iteration 6Q: 3 clusters Score -221267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -221350.062500 Penalty: 3675.532227
	Iteration 7Q: 3 clusters Score -221350.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -221393.765625 Penalty: 3675.532227
	Iteration 8Q: 3 clusters Score -221393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -221415.359375 Penalty: 3675.532227
	Iteration 9Q: 3 clusters Score -221415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -221444.703125 Penalty: 3675.532227
	Iteration 10Q: 3 clusters Score -221444.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -221477.281250 Penalty: 3675.532227
	Iteration 11Q: 3 clusters Score -221477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -221523.984375 Penalty: 3675.532227
	Iteration 12Q: 3 clusters Score -221524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -221571.000000 Penalty: 3675.532227
	Iteration 13Q: 3 clusters Score -221571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -221597.296875 Penalty: 3675.532227
	Iteration 14Q: 3 clusters Score -221597.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -221645.687500 Penalty: 3675.532227
	Iteration 15Q: 3 clusters Score -221645.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -221690.203125 Penalty: 3675.532227
	Iteration 16Q: 3 clusters Score -221690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -221738.000000 Penalty: 3675.532227
	Iteration 17Q: 3 clusters Score -221738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -221810.656250 Penalty: 3675.532227
	Iteration 18Q: 3 clusters Score -221810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -221830.906250 Penalty: 3675.532227
	Iteration 19Q: 3 clusters Score -221830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -221898.328125 Penalty: 3675.532227
	Iteration 20F: 3 clusters Score -221898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -221984.703125 Penalty: 3675.532227
	Iteration 21Q: 3 clusters Score -221984.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -221997.421875 Penalty: 3675.532227
	Iteration 22Q: 3 clusters Score -221997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -222000.656250 Penalty: 3675.532227
	Iteration 23Q: 3 clusters Score -222000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -222001.484375 Penalty: 3675.532227
	Iteration 24Q: 3 clusters Score -222001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -222001.484375 Penalty: 3675.532227
	Iteration 25F: 3 clusters Score -222001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 9198 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1366 members 
Entering Unmasked Estep 
Score: -95413512.000000 Penalty: 79769.101562
Splitting cluster 12 changes total score from -95408864.000000 to -95413512.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (186200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186200 members 
Entering Unmasked Estep 
Score: -27694238.000000 Penalty: 3009.375000
	Iteration 0F: 2 clusters Score -2.769424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -27580754.000000 Penalty: 6018.750000
	Iteration 0F: 3 clusters Score -2.758075e+07 nChanged 89707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -27635082.000000 Penalty: 6018.750000
	Iteration 1F: 3 clusters Score -2.763508e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 105043 members 
Entering Unmasked Estep 
Score: -27638368.000000 Penalty: 6018.750000
	Iteration 2Q: 3 clusters Score -2.763837e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -27643484.000000 Penalty: 6018.750000
	Iteration 3F: 3 clusters Score -2.764348e+07 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -27650984.000000 Penalty: 6018.750000
	Iteration 4F: 3 clusters Score -2.765098e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 131343 members 
Entering Unmasked Estep 
Score: -27659926.000000 Penalty: 6018.750000
	Iteration 5F: 3 clusters Score -2.765993e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 141400 members 
Entering Unmasked Estep 
Score: -27668300.000000 Penalty: 6018.750000
	Iteration 6F: 3 clusters Score -2.76683e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 149271 members 
Entering Unmasked Estep 
Score: -27674656.000000 Penalty: 6018.750000
	Iteration 7F: 3 clusters Score -2.767466e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 154582 members 
Entering Unmasked Estep 
Score: -27678610.000000 Penalty: 6018.750000
	Iteration 8Q: 3 clusters Score -2.767861e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 158120 members 
Entering Unmasked Estep 
Score: -27680938.000000 Penalty: 6018.750000
	Iteration 9Q: 3 clusters Score -2.768094e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 160596 members 
Entering Unmasked Estep 
Score: -27682554.000000 Penalty: 6018.750000
	Iteration 10Q: 3 clusters Score -2.768255e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -27683738.000000 Penalty: 6018.750000
	Iteration 11Q: 3 clusters Score -2.768374e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 164420 members 
Entering Unmasked Estep 
Score: -27684854.000000 Penalty: 6018.750000
	Iteration 12Q: 3 clusters Score -2.768485e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -27685646.000000 Penalty: 6018.750000
	Iteration 13Q: 3 clusters Score -2.768565e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -27686338.000000 Penalty: 6018.750000
	Iteration 14Q: 3 clusters Score -2.768634e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -27687096.000000 Penalty: 6018.750000
	Iteration 15Q: 3 clusters Score -2.76871e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 169981 members 
Entering Unmasked Estep 
Score: -27687740.000000 Penalty: 6018.750000
	Iteration 16Q: 3 clusters Score -2.768774e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -27688482.000000 Penalty: 6018.750000
	Iteration 17Q: 3 clusters Score -2.768848e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -27689078.000000 Penalty: 6018.750000
	Iteration 18Q: 3 clusters Score -2.768908e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -27689498.000000 Penalty: 6018.750000
	Iteration 19Q: 3 clusters Score -2.76895e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 173993 members 
Entering Unmasked Estep 
Score: -27689952.000000 Penalty: 6018.750000
	Iteration 20F: 3 clusters Score -2.768995e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -27690292.000000 Penalty: 6018.750000
	Iteration 21Q: 3 clusters Score -2.769029e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 175431 members 
Entering Unmasked Estep 
Score: -27690552.000000 Penalty: 6018.750000
	Iteration 22Q: 3 clusters Score -2.769055e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -27690842.000000 Penalty: 6018.750000
	Iteration 23Q: 3 clusters Score -2.769084e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 176572 members 
Entering Unmasked Estep 
Score: -27691132.000000 Penalty: 6018.750000
	Iteration 24Q: 3 clusters Score -2.769113e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -27691354.000000 Penalty: 6018.750000
	Iteration 25Q: 3 clusters Score -2.769135e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 177489 members 
Entering Unmasked Estep 
Score: -27691512.000000 Penalty: 6018.750000
	Iteration 26Q: 3 clusters Score -2.769151e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 177861 members 
Entering Unmasked Estep 
Score: -27691684.000000 Penalty: 6018.750000
	Iteration 27Q: 3 clusters Score -2.769168e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 178188 members 
Entering Unmasked Estep 
Score: -27691738.000000 Penalty: 6018.750000
	Iteration 28Q: 3 clusters Score -2.769174e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -27691874.000000 Penalty: 6018.750000
	Iteration 29Q: 3 clusters Score -2.769187e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 178781 members 
Entering Unmasked Estep 
Score: -27692000.000000 Penalty: 6018.750000
	Iteration 30Q: 3 clusters Score -2.7692e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -27692096.000000 Penalty: 6018.750000
	Iteration 31Q: 3 clusters Score -2.76921e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 179295 members 
Entering Unmasked Estep 
Score: -27692190.000000 Penalty: 6018.750000
	Iteration 32Q: 3 clusters Score -2.769219e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -27692306.000000 Penalty: 6018.750000
	Iteration 33Q: 3 clusters Score -2.769231e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -27692350.000000 Penalty: 6018.750000
	Iteration 34Q: 3 clusters Score -2.769235e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 179805 members 
Entering Unmasked Estep 
Score: -27692358.000000 Penalty: 6018.750000
	Iteration 35Q: 3 clusters Score -2.769236e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 179957 members 
Entering Unmasked Estep 
Score: -27692374.000000 Penalty: 6018.750000
	Iteration 36Q: 3 clusters Score -2.769237e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 180089 members 
Entering Unmasked Estep 
Score: -27692370.000000 Penalty: 6018.750000
	Iteration 37Q: 3 clusters Score -2.769237e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 180198 members 
Entering Unmasked Estep 
Score: -27692432.000000 Penalty: 6018.750000
	Iteration 38Q: 3 clusters Score -2.769243e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 180299 members 
Entering Unmasked Estep 
Score: -27692464.000000 Penalty: 6018.750000
	Iteration 39Q: 3 clusters Score -2.769246e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -27692534.000000 Penalty: 6018.750000
	Iteration 40F: 3 clusters Score -2.769253e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 180503 members 
Entering Unmasked Estep 
Score: -27692540.000000 Penalty: 6018.750000
	Iteration 41Q: 3 clusters Score -2.769254e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 180601 members 
Entering Unmasked Estep 
Score: -27692556.000000 Penalty: 6018.750000
	Iteration 42Q: 3 clusters Score -2.769256e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 180710 members 
Entering Unmasked Estep 
Score: -27692608.000000 Penalty: 6018.750000
	Iteration 43Q: 3 clusters Score -2.769261e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 180830 members 
Entering Unmasked Estep 
Score: -27692628.000000 Penalty: 6018.750000
	Iteration 44Q: 3 clusters Score -2.769263e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -27692664.000000 Penalty: 6018.750000
	Iteration 45Q: 3 clusters Score -2.769266e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -27692698.000000 Penalty: 6018.750000
	Iteration 46Q: 3 clusters Score -2.76927e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 181073 members 
Entering Unmasked Estep 
Score: -27692756.000000 Penalty: 6018.750000
	Iteration 47Q: 3 clusters Score -2.769276e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 181162 members 
Entering Unmasked Estep 
Score: -27692784.000000 Penalty: 6018.750000
	Iteration 48Q: 3 clusters Score -2.769278e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 181233 members 
Entering Unmasked Estep 
Score: -27692876.000000 Penalty: 6018.750000
	Iteration 49Q: 3 clusters Score -2.769288e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 181313 members 
Entering Unmasked Estep 
Score: -27693026.000000 Penalty: 6018.750000
	Iteration 50Q: 3 clusters Score -2.769303e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 181386 members 
Entering Unmasked Estep 
Score: -27693178.000000 Penalty: 6018.750000
	Iteration 51Q: 3 clusters Score -2.769318e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 181430 members 
Entering Unmasked Estep 
Score: -27693288.000000 Penalty: 6018.750000
	Iteration 52Q: 3 clusters Score -2.769329e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 181481 members 
Entering Unmasked Estep 
Score: -27693410.000000 Penalty: 6018.750000
	Iteration 53Q: 3 clusters Score -2.769341e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 181515 members 
Entering Unmasked Estep 
Score: -27693536.000000 Penalty: 6018.750000
	Iteration 54Q: 3 clusters Score -2.769354e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 181530 members 
Entering Unmasked Estep 
Score: -27693620.000000 Penalty: 6018.750000
	Iteration 55Q: 3 clusters Score -2.769362e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 181538 members 
Entering Unmasked Estep 
Score: -27693640.000000 Penalty: 6018.750000
	Iteration 56Q: 3 clusters Score -2.769364e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 181547 members 
Entering Unmasked Estep 
Score: -27693682.000000 Penalty: 6018.750000
	Iteration 57Q: 3 clusters Score -2.769368e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -27693674.000000 Penalty: 6018.750000
	Iteration 58Q: 3 clusters Score -2.769367e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 181529 members 
Entering Unmasked Estep 
Score: -27693688.000000 Penalty: 6018.750000
	Iteration 59Q: 3 clusters Score -2.769369e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 181509 members 
Entering Unmasked Estep 
Score: -27693722.000000 Penalty: 6018.750000
	Iteration 60F: 3 clusters Score -2.769372e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 181478 members 
Entering Unmasked Estep 
Score: -27693744.000000 Penalty: 6018.750000
	Iteration 61Q: 3 clusters Score -2.769374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 181461 members 
Entering Unmasked Estep 
Score: -27693754.000000 Penalty: 6018.750000
	Iteration 62Q: 3 clusters Score -2.769375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 181446 members 
Entering Unmasked Estep 
Score: -27693764.000000 Penalty: 6018.750000
	Iteration 63Q: 3 clusters Score -2.769376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 181431 members 
Entering Unmasked Estep 
Score: -27693748.000000 Penalty: 6018.750000
	Iteration 64Q: 3 clusters Score -2.769375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 181407 members 
Entering Unmasked Estep 
Score: -27693800.000000 Penalty: 6018.750000
	Iteration 65Q: 3 clusters Score -2.76938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -27693820.000000 Penalty: 6018.750000
	Iteration 66Q: 3 clusters Score -2.769382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 181370 members 
Entering Unmasked Estep 
Score: -27693834.000000 Penalty: 6018.750000
	Iteration 67Q: 3 clusters Score -2.769383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 181359 members 
Entering Unmasked Estep 
Score: -27693812.000000 Penalty: 6018.750000
	Iteration 68Q: 3 clusters Score -2.769381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 181355 members 
Entering Unmasked Estep 
Score: -27693822.000000 Penalty: 6018.750000
	Iteration 69Q: 3 clusters Score -2.769382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 181352 members 
Entering Unmasked Estep 
Score: -27693798.000000 Penalty: 6018.750000
	Iteration 70Q: 3 clusters Score -2.76938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -27693802.000000 Penalty: 6018.750000
	Iteration 71Q: 3 clusters Score -2.76938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 181342 members 
Entering Unmasked Estep 
Score: -27693780.000000 Penalty: 6018.750000
	Iteration 72Q: 3 clusters Score -2.769378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 181338 members 
Entering Unmasked Estep 
Score: -27693786.000000 Penalty: 6018.750000
	Iteration 73Q: 3 clusters Score -2.769379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 181333 members 
Entering Unmasked Estep 
Score: -27693782.000000 Penalty: 6018.750000
	Iteration 74Q: 3 clusters Score -2.769378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 181329 members 
Entering Unmasked Estep 
Score: -27693806.000000 Penalty: 6018.750000
	Iteration 75Q: 3 clusters Score -2.769381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 181328 members 
Entering Unmasked Estep 
Score: -27693788.000000 Penalty: 6018.750000
	Iteration 76Q: 3 clusters Score -2.769379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 181329 members 
Entering Unmasked Estep 
Score: -27693806.000000 Penalty: 6018.750000
	Iteration 77Q: 3 clusters Score -2.769381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 181329 members 
Entering Unmasked Estep 
Score: -27693800.000000 Penalty: 6018.750000
	Iteration 78Q: 3 clusters Score -2.76938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 181324 members 
Entering Unmasked Estep 
Score: -27693802.000000 Penalty: 6018.750000
	Iteration 79Q: 3 clusters Score -2.76938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 181319 members 
Entering Unmasked Estep 
Score: -27693794.000000 Penalty: 6018.750000
	Iteration 80F: 3 clusters Score -2.769379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 181320 members 
Entering Unmasked Estep 
Score: -27693794.000000 Penalty: 6018.750000
	Iteration 81Q: 3 clusters Score -2.769379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 181320 members 
Entering Unmasked Estep 
Score: -27693794.000000 Penalty: 6018.750000
	Iteration 82F: 3 clusters Score -2.769379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Entering Unmasked Estep 
Score: -1288500.375000 Penalty: 2263.431885
	Iteration 0F: 2 clusters Score -1288500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1281307.000000 Penalty: 4526.863770
	Iteration 0F: 3 clusters Score -1281307 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1283381.250000 Penalty: 4526.863770
	Iteration 1F: 3 clusters Score -1283381 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1283833.625000 Penalty: 4526.863770
	Iteration 2F: 3 clusters Score -1283834 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1284417.625000 Penalty: 4526.863770
	Iteration 3F: 3 clusters Score -1284418 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1285093.375000 Penalty: 4526.863770
	Iteration 4F: 3 clusters Score -1285093 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1285715.000000 Penalty: 4526.863770
	Iteration 5F: 3 clusters Score -1285715 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1286178.750000 Penalty: 4526.863770
	Iteration 6F: 3 clusters Score -1286179 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1286507.375000 Penalty: 4526.863770
	Iteration 7Q: 3 clusters Score -1286507 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1286727.375000 Penalty: 4526.863770
	Iteration 8Q: 3 clusters Score -1286727 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1286890.750000 Penalty: 4526.863770
	Iteration 9Q: 3 clusters Score -1286891 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1287022.250000 Penalty: 4526.863770
	Iteration 10Q: 3 clusters Score -1287022 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1287127.125000 Penalty: 4526.863770
	Iteration 11Q: 3 clusters Score -1287127 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1287230.250000 Penalty: 4526.863770
	Iteration 12Q: 3 clusters Score -1287230 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1287331.875000 Penalty: 4526.863770
	Iteration 13Q: 3 clusters Score -1287332 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1287447.625000 Penalty: 4526.863770
	Iteration 14Q: 3 clusters Score -1287448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1287555.125000 Penalty: 4526.863770
	Iteration 15Q: 3 clusters Score -1287555 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1287686.125000 Penalty: 4526.863770
	Iteration 16Q: 3 clusters Score -1287686 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1287801.875000 Penalty: 4526.863770
	Iteration 17Q: 3 clusters Score -1287802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1287900.250000 Penalty: 4526.863770
	Iteration 18Q: 3 clusters Score -1287900 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1288007.625000 Penalty: 4526.863770
	Iteration 19Q: 3 clusters Score -1288008 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1288117.000000 Penalty: 4526.863770
	Iteration 20F: 3 clusters Score -1288117 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1288230.000000 Penalty: 4526.863770
	Iteration 21Q: 3 clusters Score -1288230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1288338.250000 Penalty: 4526.863770
	Iteration 22Q: 3 clusters Score -1288338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1288426.375000 Penalty: 4526.863770
	Iteration 23Q: 3 clusters Score -1288426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1288516.125000 Penalty: 4526.863770
	Iteration 24Q: 3 clusters Score -1288516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1288593.625000 Penalty: 4526.863770
	Iteration 25Q: 3 clusters Score -1288594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1288689.875000 Penalty: 4526.863770
	Iteration 26Q: 3 clusters Score -1288690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1288762.250000 Penalty: 4526.863770
	Iteration 27Q: 3 clusters Score -1288762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1288804.125000 Penalty: 4526.863770
	Iteration 28Q: 3 clusters Score -1288804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1288819.875000 Penalty: 4526.863770
	Iteration 29Q: 3 clusters Score -1288820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1288828.250000 Penalty: 4526.863770
	Iteration 30Q: 3 clusters Score -1288828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1288832.625000 Penalty: 4526.863770
	Iteration 31Q: 3 clusters Score -1288833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1288835.375000 Penalty: 4526.863770
	Iteration 32Q: 3 clusters Score -1288835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1288843.375000 Penalty: 4526.863770
	Iteration 33Q: 3 clusters Score -1288843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1288844.875000 Penalty: 4526.863770
	Iteration 34Q: 3 clusters Score -1288845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1288845.750000 Penalty: 4526.863770
	Iteration 35Q: 3 clusters Score -1288846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1288846.250000 Penalty: 4526.863770
	Iteration 36Q: 3 clusters Score -1288846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1288848.375000 Penalty: 4526.863770
	Iteration 37Q: 3 clusters Score -1288848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1288847.375000 Penalty: 4526.863770
	Iteration 38Q: 3 clusters Score -1288847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1288847.375000 Penalty: 4526.863770
	Iteration 39F: 3 clusters Score -1288847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1366 members 
Mstep: Class 25 contains 7387 members 
Entering Unmasked Estep 
Score: -95412728.000000 Penalty: 83092.820312
Splitting cluster 14 changes total score from -95408864.000000 to -95412728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (11573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Entering Unmasked Estep 
Score: -1432083.875000 Penalty: 2320.394531
	Iteration 0F: 2 clusters Score -1432084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1423726.000000 Penalty: 4640.789062
	Iteration 0F: 3 clusters Score -1423726 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1428807.250000 Penalty: 4640.789062
	Iteration 1F: 3 clusters Score -1428807 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1432444.750000 Penalty: 4640.789062
	Iteration 2F: 3 clusters Score -1432445 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1434973.750000 Penalty: 4640.789062
	Iteration 3F: 3 clusters Score -1434974 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1435936.500000 Penalty: 4640.789062
	Iteration 4F: 3 clusters Score -1435936 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1436259.625000 Penalty: 4640.789062
	Iteration 5Q: 3 clusters Score -1436260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1436388.750000 Penalty: 4640.789062
	Iteration 6Q: 3 clusters Score -1436389 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1436434.500000 Penalty: 4640.789062
	Iteration 7Q: 3 clusters Score -1436434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1436453.625000 Penalty: 4640.789062
	Iteration 8Q: 3 clusters Score -1436454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1436461.750000 Penalty: 4640.789062
	Iteration 9Q: 3 clusters Score -1436462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1436472.625000 Penalty: 4640.789062
	Iteration 10Q: 3 clusters Score -1436473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1436474.625000 Penalty: 4640.789062
	Iteration 11Q: 3 clusters Score -1436475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1436475.750000 Penalty: 4640.789062
	Iteration 12Q: 3 clusters Score -1436476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1436477.125000 Penalty: 4640.789062
	Iteration 13Q: 3 clusters Score -1436477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1436476.000000 Penalty: 4640.789062
	Iteration 14Q: 3 clusters Score -1436476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1436476.375000 Penalty: 4640.789062
	Iteration 15Q: 3 clusters Score -1436476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1436478.000000 Penalty: 4640.789062
	Iteration 16Q: 3 clusters Score -1436478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1436475.250000 Penalty: 4640.789062
	Iteration 17Q: 3 clusters Score -1436475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1436475.375000 Penalty: 4640.789062
	Iteration 18Q: 3 clusters Score -1436475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1436477.500000 Penalty: 4640.789062
	Iteration 19Q: 3 clusters Score -1436478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1436475.750000 Penalty: 4640.789062
	Iteration 20F: 3 clusters Score -1436476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1436476.750000 Penalty: 4640.789062
	Iteration 21Q: 3 clusters Score -1436477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1436478.000000 Penalty: 4640.789062
	Iteration 22Q: 3 clusters Score -1436478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1436478.000000 Penalty: 4640.789062
	Iteration 23F: 3 clusters Score -1436478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1366 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 10158 members 
Entering Unmasked Estep 
Score: -95416024.000000 Penalty: 86416.531250
Splitting cluster 15 changes total score from -95408864.000000 to -95416024.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (43531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Entering Unmasked Estep 
Score: -6340155.500000 Penalty: 2648.944824
	Iteration 0F: 2 clusters Score -6340156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -6310819.500000 Penalty: 5297.889648
	Iteration 0F: 3 clusters Score -6310820 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -6322064.000000 Penalty: 5297.889648
	Iteration 1F: 3 clusters Score -6322064 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -6323280.000000 Penalty: 5297.889648
	Iteration 2F: 3 clusters Score -6323280 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -6325141.000000 Penalty: 5297.889648
	Iteration 3F: 3 clusters Score -6325141 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6327705.000000 Penalty: 5297.889648
	Iteration 4F: 3 clusters Score -6327705 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -6330556.500000 Penalty: 5297.889648
	Iteration 5F: 3 clusters Score -6330556 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -6333307.500000 Penalty: 5297.889648
	Iteration 6F: 3 clusters Score -6333308 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6335677.000000 Penalty: 5297.889648
	Iteration 7F: 3 clusters Score -6335677 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -6337438.000000 Penalty: 5297.889648
	Iteration 8F: 3 clusters Score -6337438 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6338647.500000 Penalty: 5297.889648
	Iteration 9Q: 3 clusters Score -6338648 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -6339432.000000 Penalty: 5297.889648
	Iteration 10Q: 3 clusters Score -6339432 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -6340006.500000 Penalty: 5297.889648
	Iteration 11Q: 3 clusters Score -6340006 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -6340499.000000 Penalty: 5297.889648
	Iteration 12Q: 3 clusters Score -6340499 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -6340852.500000 Penalty: 5297.889648
	Iteration 13Q: 3 clusters Score -6340852 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6341155.500000 Penalty: 5297.889648
	Iteration 14Q: 3 clusters Score -6341156 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -6341446.000000 Penalty: 5297.889648
	Iteration 15Q: 3 clusters Score -6341446 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -6341694.000000 Penalty: 5297.889648
	Iteration 16Q: 3 clusters Score -6341694 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -6341990.500000 Penalty: 5297.889648
	Iteration 17Q: 3 clusters Score -6341990 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6342225.000000 Penalty: 5297.889648
	Iteration 18Q: 3 clusters Score -6342225 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -6342415.000000 Penalty: 5297.889648
	Iteration 19Q: 3 clusters Score -6342415 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -6342631.000000 Penalty: 5297.889648
	Iteration 20F: 3 clusters Score -6342631 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -6342825.500000 Penalty: 5297.889648
	Iteration 21Q: 3 clusters Score -6342826 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -6342954.500000 Penalty: 5297.889648
	Iteration 22Q: 3 clusters Score -6342954 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -6343062.500000 Penalty: 5297.889648
	Iteration 23Q: 3 clusters Score -6343062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -6343133.000000 Penalty: 5297.889648
	Iteration 24Q: 3 clusters Score -6343133 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -6343204.500000 Penalty: 5297.889648
	Iteration 25Q: 3 clusters Score -6343204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -6343254.500000 Penalty: 5297.889648
	Iteration 26Q: 3 clusters Score -6343254 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -6343276.000000 Penalty: 5297.889648
	Iteration 27Q: 3 clusters Score -6343276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -6343321.000000 Penalty: 5297.889648
	Iteration 28Q: 3 clusters Score -6343321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -6343334.000000 Penalty: 5297.889648
	Iteration 29Q: 3 clusters Score -6343334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -6343355.500000 Penalty: 5297.889648
	Iteration 30Q: 3 clusters Score -6343356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -6343362.500000 Penalty: 5297.889648
	Iteration 31Q: 3 clusters Score -6343362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -6343382.000000 Penalty: 5297.889648
	Iteration 32Q: 3 clusters Score -6343382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -6343376.500000 Penalty: 5297.889648
	Iteration 33Q: 3 clusters Score -6343376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -6343381.000000 Penalty: 5297.889648
	Iteration 34Q: 3 clusters Score -6343381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -6343382.500000 Penalty: 5297.889648
	Iteration 35Q: 3 clusters Score -6343382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -6343371.000000 Penalty: 5297.889648
	Iteration 36Q: 3 clusters Score -6343371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -6343376.500000 Penalty: 5297.889648
	Iteration 37Q: 3 clusters Score -6343376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -6343377.500000 Penalty: 5297.889648
	Iteration 38Q: 3 clusters Score -6343378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -6343382.500000 Penalty: 5297.889648
	Iteration 39Q: 3 clusters Score -6343382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -6343368.500000 Penalty: 5297.889648
	Iteration 40F: 3 clusters Score -6343368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6343375.500000 Penalty: 5297.889648
	Iteration 41Q: 3 clusters Score -6343376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -6343373.500000 Penalty: 5297.889648
	Iteration 42Q: 3 clusters Score -6343374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -6343372.500000 Penalty: 5297.889648
	Iteration 43Q: 3 clusters Score -6343372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6343371.000000 Penalty: 5297.889648
	Iteration 44Q: 3 clusters Score -6343371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -6343370.500000 Penalty: 5297.889648
	Iteration 45Q: 3 clusters Score -6343370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -6343368.500000 Penalty: 5297.889648
	Iteration 46Q: 3 clusters Score -6343368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -6343371.000000 Penalty: 5297.889648
	Iteration 47Q: 3 clusters Score -6343371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -6343371.000000 Penalty: 5297.889648
	Iteration 48F: 3 clusters Score -6343371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 36126 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1366 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 7405 members 
Entering Unmasked Estep 
Score: -95418720.000000 Penalty: 89740.242188
Splitting cluster 16 changes total score from -95408864.000000 to -95418720.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (54119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Entering Unmasked Estep 
Score: -7430074.000000 Penalty: 2702.937500
	Iteration 0F: 2 clusters Score -7430074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -7393618.000000 Penalty: 5405.875000
	Iteration 0F: 3 clusters Score -7393618 nChanged 25004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -7408224.500000 Penalty: 5405.875000
	Iteration 1F: 3 clusters Score -7408224 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -7409740.500000 Penalty: 5405.875000
	Iteration 2F: 3 clusters Score -7409740 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -7411642.000000 Penalty: 5405.875000
	Iteration 3F: 3 clusters Score -7411642 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -7413794.500000 Penalty: 5405.875000
	Iteration 4F: 3 clusters Score -7413794 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -7415661.500000 Penalty: 5405.875000
	Iteration 5F: 3 clusters Score -7415662 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -7417047.500000 Penalty: 5405.875000
	Iteration 6F: 3 clusters Score -7417048 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -7417988.500000 Penalty: 5405.875000
	Iteration 7Q: 3 clusters Score -7417988 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -7418745.500000 Penalty: 5405.875000
	Iteration 8Q: 3 clusters Score -7418746 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -7419460.500000 Penalty: 5405.875000
	Iteration 9Q: 3 clusters Score -7419460 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -7420201.500000 Penalty: 5405.875000
	Iteration 10Q: 3 clusters Score -7420202 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -7421005.000000 Penalty: 5405.875000
	Iteration 11Q: 3 clusters Score -7421005 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -7421948.500000 Penalty: 5405.875000
	Iteration 12Q: 3 clusters Score -7421948 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -7423025.500000 Penalty: 5405.875000
	Iteration 13Q: 3 clusters Score -7423026 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -7424076.000000 Penalty: 5405.875000
	Iteration 14Q: 3 clusters Score -7424076 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -7425071.000000 Penalty: 5405.875000
	Iteration 15Q: 3 clusters Score -7425071 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -7425994.500000 Penalty: 5405.875000
	Iteration 16Q: 3 clusters Score -7425994 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -7426787.000000 Penalty: 5405.875000
	Iteration 17Q: 3 clusters Score -7426787 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -7427461.500000 Penalty: 5405.875000
	Iteration 18Q: 3 clusters Score -7427462 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -7428118.000000 Penalty: 5405.875000
	Iteration 19Q: 3 clusters Score -7428118 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -7428717.000000 Penalty: 5405.875000
	Iteration 20F: 3 clusters Score -7428717 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -7429323.500000 Penalty: 5405.875000
	Iteration 21Q: 3 clusters Score -7429324 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -7429770.000000 Penalty: 5405.875000
	Iteration 22Q: 3 clusters Score -7429770 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -7430176.000000 Penalty: 5405.875000
	Iteration 23Q: 3 clusters Score -7430176 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -7430542.000000 Penalty: 5405.875000
	Iteration 24Q: 3 clusters Score -7430542 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -7430899.000000 Penalty: 5405.875000
	Iteration 25Q: 3 clusters Score -7430899 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7431127.000000 Penalty: 5405.875000
	Iteration 26Q: 3 clusters Score -7431127 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -7431355.500000 Penalty: 5405.875000
	Iteration 27Q: 3 clusters Score -7431356 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -7431562.500000 Penalty: 5405.875000
	Iteration 28Q: 3 clusters Score -7431562 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7431770.500000 Penalty: 5405.875000
	Iteration 29Q: 3 clusters Score -7431770 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -7431993.500000 Penalty: 5405.875000
	Iteration 30Q: 3 clusters Score -7431994 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7432188.000000 Penalty: 5405.875000
	Iteration 31Q: 3 clusters Score -7432188 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -7432394.000000 Penalty: 5405.875000
	Iteration 32Q: 3 clusters Score -7432394 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -7432590.500000 Penalty: 5405.875000
	Iteration 33Q: 3 clusters Score -7432590 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -7432836.000000 Penalty: 5405.875000
	Iteration 34Q: 3 clusters Score -7432836 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -7433041.500000 Penalty: 5405.875000
	Iteration 35Q: 3 clusters Score -7433042 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -7433221.000000 Penalty: 5405.875000
	Iteration 36Q: 3 clusters Score -7433221 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -7433362.500000 Penalty: 5405.875000
	Iteration 37Q: 3 clusters Score -7433362 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7433488.500000 Penalty: 5405.875000
	Iteration 38Q: 3 clusters Score -7433488 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -7433595.000000 Penalty: 5405.875000
	Iteration 39Q: 3 clusters Score -7433595 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -7433913.000000 Penalty: 5405.875000
	Iteration 40F: 3 clusters Score -7433913 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -7434127.500000 Penalty: 5405.875000
	Iteration 41Q: 3 clusters Score -7434128 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -7434294.500000 Penalty: 5405.875000
	Iteration 42Q: 3 clusters Score -7434294 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -7434420.000000 Penalty: 5405.875000
	Iteration 43Q: 3 clusters Score -7434420 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -7434567.500000 Penalty: 5405.875000
	Iteration 44Q: 3 clusters Score -7434568 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7434723.500000 Penalty: 5405.875000
	Iteration 45Q: 3 clusters Score -7434724 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -7434909.000000 Penalty: 5405.875000
	Iteration 46Q: 3 clusters Score -7434909 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -7435083.500000 Penalty: 5405.875000
	Iteration 47Q: 3 clusters Score -7435084 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -7435299.500000 Penalty: 5405.875000
	Iteration 48Q: 3 clusters Score -7435300 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -7435464.000000 Penalty: 5405.875000
	Iteration 49Q: 3 clusters Score -7435464 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -7435584.000000 Penalty: 5405.875000
	Iteration 50Q: 3 clusters Score -7435584 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -7435650.500000 Penalty: 5405.875000
	Iteration 51Q: 3 clusters Score -7435650 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -7435686.000000 Penalty: 5405.875000
	Iteration 52Q: 3 clusters Score -7435686 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -7435717.000000 Penalty: 5405.875000
	Iteration 53Q: 3 clusters Score -7435717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -7435721.500000 Penalty: 5405.875000
	Iteration 54Q: 3 clusters Score -7435722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -7435733.500000 Penalty: 5405.875000
	Iteration 55Q: 3 clusters Score -7435734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -7435754.000000 Penalty: 5405.875000
	Iteration 56Q: 3 clusters Score -7435754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -7435737.000000 Penalty: 5405.875000
	Iteration 57Q: 3 clusters Score -7435737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -7435743.500000 Penalty: 5405.875000
	Iteration 58Q: 3 clusters Score -7435744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -7435748.500000 Penalty: 5405.875000
	Iteration 59Q: 3 clusters Score -7435748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -7435825.000000 Penalty: 5405.875000
	Iteration 60F: 3 clusters Score -7435825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -7435829.500000 Penalty: 5405.875000
	Iteration 61Q: 3 clusters Score -7435830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -7435851.000000 Penalty: 5405.875000
	Iteration 62Q: 3 clusters Score -7435851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7435844.500000 Penalty: 5405.875000
	Iteration 63Q: 3 clusters Score -7435844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -7435850.500000 Penalty: 5405.875000
	Iteration 64Q: 3 clusters Score -7435850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -7435857.000000 Penalty: 5405.875000
	Iteration 65Q: 3 clusters Score -7435857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -7435853.000000 Penalty: 5405.875000
	Iteration 66Q: 3 clusters Score -7435853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -7435856.000000 Penalty: 5405.875000
	Iteration 67Q: 3 clusters Score -7435856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -7435852.000000 Penalty: 5405.875000
	Iteration 68Q: 3 clusters Score -7435852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7435855.000000 Penalty: 5405.875000
	Iteration 69Q: 3 clusters Score -7435855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -7435849.500000 Penalty: 5405.875000
	Iteration 70Q: 3 clusters Score -7435850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -7435868.000000 Penalty: 5405.875000
	Iteration 71Q: 3 clusters Score -7435868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -7435868.000000 Penalty: 5405.875000
	Iteration 72Q: 3 clusters Score -7435868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -7435860.500000 Penalty: 5405.875000
	Iteration 73Q: 3 clusters Score -7435860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -7435860.000000 Penalty: 5405.875000
	Iteration 74Q: 3 clusters Score -7435860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -7435862.000000 Penalty: 5405.875000
	Iteration 75Q: 3 clusters Score -7435862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -7435863.000000 Penalty: 5405.875000
	Iteration 76Q: 3 clusters Score -7435863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -7435861.000000 Penalty: 5405.875000
	Iteration 77Q: 3 clusters Score -7435861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -7435862.500000 Penalty: 5405.875000
	Iteration 78Q: 3 clusters Score -7435862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -7435869.000000 Penalty: 5405.875000
	Iteration 79Q: 3 clusters Score -7435869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -7435868.500000 Penalty: 5405.875000
	Iteration 80F: 3 clusters Score -7435868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 36126 members 
Mstep: Class 17 contains 46521 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1366 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 7405 members 
Mstep: Class 28 contains 7598 members 
Entering Unmasked Estep 
Score: -95424096.000000 Penalty: 93063.953125
Splitting cluster 17 changes total score from -95408864.000000 to -95424096.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -315778.312500 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -315778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -313105.000000 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -313105 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -316066.093750 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -316066.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -320002.437500 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -320002.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322743.031250 Penalty: 3927.820312
	Iteration 3F: 3 clusters Score -322743 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -324497.781250 Penalty: 3927.820312
	Iteration 4F: 3 clusters Score -324497.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -326570.468750 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -326570.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -327397.250000 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -327397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -327935.250000 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -327935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -328041.250000 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -328041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -328234.250000 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -328234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -328858.812500 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -328858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -329207.156250 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -329207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -329206.093750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -329206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -329206.093750 Penalty: 3927.820312
	Iteration 13F: 3 clusters Score -329206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 31127 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 36126 members 
Mstep: Class 17 contains 46521 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1366 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 7405 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 995 members 
Entering Unmasked Estep 
Score: -95435832.000000 Penalty: 96387.664062
Splitting cluster 18 changes total score from -95408864.000000 to -95435832.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (63568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Entering Unmasked Estep 
Score: -9381752.000000 Penalty: 2742.846680
	Iteration 0F: 2 clusters Score -9381752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -9339134.000000 Penalty: 5485.693359
	Iteration 0F: 3 clusters Score -9339134 nChanged 29649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -9355919.000000 Penalty: 5485.693359
	Iteration 1F: 3 clusters Score -9355919 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -9357060.000000 Penalty: 5485.693359
	Iteration 2Q: 3 clusters Score -9357060 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -9358550.000000 Penalty: 5485.693359
	Iteration 3F: 3 clusters Score -9358550 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -9360599.000000 Penalty: 5485.693359
	Iteration 4F: 3 clusters Score -9360599 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -9363658.000000 Penalty: 5485.693359
	Iteration 5F: 3 clusters Score -9363658 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -9367398.000000 Penalty: 5485.693359
	Iteration 6F: 3 clusters Score -9367398 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -9371291.000000 Penalty: 5485.693359
	Iteration 7F: 3 clusters Score -9371291 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -9374413.000000 Penalty: 5485.693359
	Iteration 8F: 3 clusters Score -9374413 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -9376547.000000 Penalty: 5485.693359
	Iteration 9Q: 3 clusters Score -9376547 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -9377794.000000 Penalty: 5485.693359
	Iteration 10Q: 3 clusters Score -9377794 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -9378622.000000 Penalty: 5485.693359
	Iteration 11Q: 3 clusters Score -9378622 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -9379080.000000 Penalty: 5485.693359
	Iteration 12Q: 3 clusters Score -9379080 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -9379360.000000 Penalty: 5485.693359
	Iteration 13Q: 3 clusters Score -9379360 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -9379522.000000 Penalty: 5485.693359
	Iteration 14Q: 3 clusters Score -9379522 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -9379638.000000 Penalty: 5485.693359
	Iteration 15Q: 3 clusters Score -9379638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -9379726.000000 Penalty: 5485.693359
	Iteration 16Q: 3 clusters Score -9379726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -9379799.000000 Penalty: 5485.693359
	Iteration 17Q: 3 clusters Score -9379799 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -9379858.000000 Penalty: 5485.693359
	Iteration 18Q: 3 clusters Score -9379858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -9379912.000000 Penalty: 5485.693359
	Iteration 19Q: 3 clusters Score -9379912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -9379976.000000 Penalty: 5485.693359
	Iteration 20F: 3 clusters Score -9379976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -9380039.000000 Penalty: 5485.693359
	Iteration 21Q: 3 clusters Score -9380039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -9380070.000000 Penalty: 5485.693359
	Iteration 22Q: 3 clusters Score -9380070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -9380100.000000 Penalty: 5485.693359
	Iteration 23Q: 3 clusters Score -9380100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -9380147.000000 Penalty: 5485.693359
	Iteration 24Q: 3 clusters Score -9380147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -9380214.000000 Penalty: 5485.693359
	Iteration 25Q: 3 clusters Score -9380214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -9380245.000000 Penalty: 5485.693359
	Iteration 26Q: 3 clusters Score -9380245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -9380285.000000 Penalty: 5485.693359
	Iteration 27Q: 3 clusters Score -9380285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -9380321.000000 Penalty: 5485.693359
	Iteration 28Q: 3 clusters Score -9380321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -9380345.000000 Penalty: 5485.693359
	Iteration 29Q: 3 clusters Score -9380345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -9380365.000000 Penalty: 5485.693359
	Iteration 30Q: 3 clusters Score -9380365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -9380385.000000 Penalty: 5485.693359
	Iteration 31Q: 3 clusters Score -9380385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -9380401.000000 Penalty: 5485.693359
	Iteration 32Q: 3 clusters Score -9380401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -9380406.000000 Penalty: 5485.693359
	Iteration 33Q: 3 clusters Score -9380406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -9380420.000000 Penalty: 5485.693359
	Iteration 34Q: 3 clusters Score -9380420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -9380438.000000 Penalty: 5485.693359
	Iteration 35Q: 3 clusters Score -9380438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -9380445.000000 Penalty: 5485.693359
	Iteration 36Q: 3 clusters Score -9380445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -9380437.000000 Penalty: 5485.693359
	Iteration 37Q: 3 clusters Score -9380437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -9380440.000000 Penalty: 5485.693359
	Iteration 38Q: 3 clusters Score -9380440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -9380444.000000 Penalty: 5485.693359
	Iteration 39Q: 3 clusters Score -9380444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -9380447.000000 Penalty: 5485.693359
	Iteration 40F: 3 clusters Score -9380447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -9380446.000000 Penalty: 5485.693359
	Iteration 41Q: 3 clusters Score -9380446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -9380446.000000 Penalty: 5485.693359
	Iteration 42Q: 3 clusters Score -9380446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -9380456.000000 Penalty: 5485.693359
	Iteration 43Q: 3 clusters Score -9380456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -9380450.000000 Penalty: 5485.693359
	Iteration 44Q: 3 clusters Score -9380450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -9380456.000000 Penalty: 5485.693359
	Iteration 45Q: 3 clusters Score -9380456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -9380458.000000 Penalty: 5485.693359
	Iteration 46Q: 3 clusters Score -9380458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -9380445.000000 Penalty: 5485.693359
	Iteration 47Q: 3 clusters Score -9380445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -9380457.000000 Penalty: 5485.693359
	Iteration 48Q: 3 clusters Score -9380457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -9380479.000000 Penalty: 5485.693359
	Iteration 49Q: 3 clusters Score -9380479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -9380476.000000 Penalty: 5485.693359
	Iteration 50Q: 3 clusters Score -9380476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -9380469.000000 Penalty: 5485.693359
	Iteration 51Q: 3 clusters Score -9380469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -9380482.000000 Penalty: 5485.693359
	Iteration 52Q: 3 clusters Score -9380482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -9380500.000000 Penalty: 5485.693359
	Iteration 53Q: 3 clusters Score -9380500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -9380493.000000 Penalty: 5485.693359
	Iteration 54Q: 3 clusters Score -9380493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -9380505.000000 Penalty: 5485.693359
	Iteration 55Q: 3 clusters Score -9380505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -9380509.000000 Penalty: 5485.693359
	Iteration 56Q: 3 clusters Score -9380509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -9380521.000000 Penalty: 5485.693359
	Iteration 57Q: 3 clusters Score -9380521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -9380526.000000 Penalty: 5485.693359
	Iteration 58Q: 3 clusters Score -9380526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -9380517.000000 Penalty: 5485.693359
	Iteration 59Q: 3 clusters Score -9380517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -9380515.000000 Penalty: 5485.693359
	Iteration 60F: 3 clusters Score -9380515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -9380519.000000 Penalty: 5485.693359
	Iteration 61Q: 3 clusters Score -9380519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -9380526.000000 Penalty: 5485.693359
	Iteration 62Q: 3 clusters Score -9380526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -9380529.000000 Penalty: 5485.693359
	Iteration 63Q: 3 clusters Score -9380529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -9380523.000000 Penalty: 5485.693359
	Iteration 64Q: 3 clusters Score -9380523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -9380524.000000 Penalty: 5485.693359
	Iteration 65Q: 3 clusters Score -9380524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -9380534.000000 Penalty: 5485.693359
	Iteration 66Q: 3 clusters Score -9380534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -9380542.000000 Penalty: 5485.693359
	Iteration 67Q: 3 clusters Score -9380542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -9380543.000000 Penalty: 5485.693359
	Iteration 68Q: 3 clusters Score -9380543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -9380547.000000 Penalty: 5485.693359
	Iteration 69Q: 3 clusters Score -9380547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -9380555.000000 Penalty: 5485.693359
	Iteration 70Q: 3 clusters Score -9380555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -9380554.000000 Penalty: 5485.693359
	Iteration 71Q: 3 clusters Score -9380554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -9380554.000000 Penalty: 5485.693359
	Iteration 72F: 3 clusters Score -9380554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -169777.984375 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -169778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -167727.359375 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -167727.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168034.671875 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -168034.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -168150.281250 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -168150.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168233.781250 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -168233.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -168282.562500 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -168282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -168312.453125 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -168312.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168339.265625 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -168339.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -168370.406250 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -168370.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -168428.906250 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -168428.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -168463.296875 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -168463.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -168478.546875 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -168478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -168487.562500 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -168487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -168497.531250 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -168497.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -168506.031250 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -168506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -168514.953125 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -168515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -168519.203125 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -168519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -168523.000000 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -168523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -168523.000000 Penalty: 3495.999756
	Iteration 17F: 3 clusters Score -168523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -146639.468750 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -146639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -144705.562500 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -144705.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -144992.015625 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -144992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145080.140625 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -145080.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -145164.718750 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -145164.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -145226.546875 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -145226.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -145290.656250 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -145290.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -145331.953125 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -145332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145370.468750 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -145370.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -145395.703125 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -145395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -145403.625000 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -145403.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -145414.890625 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -145414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -145418.875000 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -145418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -145422.640625 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -145422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -145423.703125 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -145423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -145428.609375 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -145428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -145437.078125 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -145437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145445.015625 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -145445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145455.718750 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -145455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -145461.578125 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -145461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -145463.906250 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -145463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -145465.703125 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -145465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 179847 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 186200 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 36126 members 
Mstep: Class 17 contains 46521 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95443232.000000 Penalty: 96387.664062
Iteration 39Q: 30 clusters Score -9.544323e+07 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 12104 members 
Mstep: Class 5 contains 25374 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 2157 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 31052 members 
Mstep: Class 10 contains 9259 members 
Mstep: Class 11 contains 182240 members 
Mstep: Class 12 contains 297 members 
Mstep: Class 13 contains 184022 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 16 contains 35831 members 
Mstep: Class 17 contains 46350 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 64196 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 6232 members 
Mstep: Class 24 contains 1346 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 10156 members 
Mstep: Class 27 contains 7199 members 
Mstep: Class 28 contains 7394 members 
Mstep: Class 29 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95451864.000000 Penalty: 96387.664062
Iteration 40F: 30 clusters Score -9.545186e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 25709 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 31704 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 11 contains 183527 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 180795 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 35108 members 
Mstep: Class 17 contains 44828 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 64457 members 
Mstep: Class 20 contains 655 members 
Mstep: Class 21 contains 1192 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 6788 members 
Mstep: Class 26 contains 10940 members 
Mstep: Class 27 contains 7845 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95455720.000000 Penalty: 96387.664062
Iteration 41Q: 30 clusters Score -9.545572e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 12686 members 
Mstep: Class 5 contains 25970 members 
Mstep: Class 6 contains 8239 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 32152 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 184912 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 178068 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 34533 members 
Mstep: Class 17 contains 44171 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 64592 members 
Mstep: Class 20 contains 665 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 6241 members 
Mstep: Class 24 contains 1510 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 11446 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95457408.000000 Penalty: 96387.664062
Iteration 42Q: 30 clusters Score -9.545741e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 12865 members 
Mstep: Class 5 contains 26236 members 
Mstep: Class 6 contains 8207 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 32517 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 186364 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 175603 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 16 contains 34029 members 
Mstep: Class 17 contains 43798 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64654 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 6633 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 8377 members 
Mstep: Class 28 contains 9336 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95458856.000000 Penalty: 96387.664062
Iteration 43Q: 30 clusters Score -9.545886e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 13006 members 
Mstep: Class 5 contains 26477 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 32843 members 
Mstep: Class 10 contains 9614 members 
Mstep: Class 11 contains 187790 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 173369 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 16 contains 33584 members 
Mstep: Class 17 contains 43610 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64664 members 
Mstep: Class 20 contains 667 members 
Mstep: Class 21 contains 1230 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 1555 members 
Mstep: Class 25 contains 6572 members 
Mstep: Class 26 contains 12012 members 
Mstep: Class 27 contains 8551 members 
Mstep: Class 28 contains 9675 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95460408.000000 Penalty: 96387.664062
Iteration 44Q: 30 clusters Score -9.546041e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 13124 members 
Mstep: Class 5 contains 26709 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 33114 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 189237 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 171229 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 33167 members 
Mstep: Class 17 contains 43492 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64669 members 
Mstep: Class 20 contains 669 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 6519 members 
Mstep: Class 26 contains 12194 members 
Mstep: Class 27 contains 8708 members 
Mstep: Class 28 contains 9977 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461808.000000 Penalty: 96387.664062
Iteration 45Q: 30 clusters Score -9.546181e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 13213 members 
Mstep: Class 5 contains 26956 members 
Mstep: Class 6 contains 8150 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 33359 members 
Mstep: Class 10 contains 9358 members 
Mstep: Class 11 contains 190501 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 169391 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 32737 members 
Mstep: Class 17 contains 43402 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64659 members 
Mstep: Class 20 contains 669 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 6487 members 
Mstep: Class 26 contains 12347 members 
Mstep: Class 27 contains 8861 members 
Mstep: Class 28 contains 10258 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95462440.000000 Penalty: 96387.664062
Iteration 46Q: 30 clusters Score -9.546244e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 13304 members 
Mstep: Class 5 contains 27152 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 2794 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 33576 members 
Mstep: Class 10 contains 9170 members 
Mstep: Class 11 contains 191701 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 167741 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 32345 members 
Mstep: Class 17 contains 43322 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64643 members 
Mstep: Class 20 contains 669 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1580 members 
Mstep: Class 25 contains 6476 members 
Mstep: Class 26 contains 12475 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 10535 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463584.000000 Penalty: 96387.664062
Iteration 47Q: 30 clusters Score -9.546358e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1225 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 27373 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 33748 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 192771 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 166248 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 31966 members 
Mstep: Class 17 contains 43260 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64650 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 6323 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 6476 members 
Mstep: Class 26 contains 12582 members 
Mstep: Class 27 contains 9125 members 
Mstep: Class 28 contains 10865 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95464392.000000 Penalty: 96387.664062
Iteration 48Q: 30 clusters Score -9.546439e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1217 members 
Mstep: Class 4 contains 13445 members 
Mstep: Class 5 contains 27630 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 33881 members 
Mstep: Class 10 contains 8605 members 
Mstep: Class 11 contains 193772 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 164958 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 1504 members 
Mstep: Class 16 contains 31588 members 
Mstep: Class 17 contains 43211 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64653 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 12648 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 11182 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95465040.000000 Penalty: 96387.664062
Iteration 49Q: 30 clusters Score -9.546504e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 13521 members 
Mstep: Class 5 contains 27883 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 33995 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 194643 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 163805 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1514 members 
Mstep: Class 16 contains 31225 members 
Mstep: Class 17 contains 43195 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 64662 members 
Mstep: Class 20 contains 663 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 6440 members 
Mstep: Class 26 contains 12703 members 
Mstep: Class 27 contains 9334 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95465696.000000 Penalty: 96387.664062
Iteration 50Q: 30 clusters Score -9.54657e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 28158 members 
Mstep: Class 6 contains 8035 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 34088 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 195418 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 162804 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 30843 members 
Mstep: Class 17 contains 43193 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64693 members 
Mstep: Class 20 contains 656 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 6372 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6412 members 
Mstep: Class 26 contains 12761 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 11859 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95466800.000000 Penalty: 96387.664062
Iteration 51Q: 30 clusters Score -9.54668e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 13640 members 
Mstep: Class 5 contains 28406 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 34152 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 196051 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161974 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 30501 members 
Mstep: Class 17 contains 43194 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64726 members 
Mstep: Class 20 contains 656 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 6397 members 
Mstep: Class 24 contains 1598 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 12811 members 
Mstep: Class 27 contains 9484 members 
Mstep: Class 28 contains 12183 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95467424.000000 Penalty: 96387.664062
Iteration 52Q: 30 clusters Score -9.546742e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 13690 members 
Mstep: Class 5 contains 28662 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 34220 members 
Mstep: Class 10 contains 7067 members 
Mstep: Class 11 contains 196540 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161299 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 43186 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64728 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 6384 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 9551 members 
Mstep: Class 28 contains 12503 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95467960.000000 Penalty: 96387.664062
Iteration 53Q: 30 clusters Score -9.546796e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 13721 members 
Mstep: Class 5 contains 28973 members 
Mstep: Class 6 contains 8003 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 34287 members 
Mstep: Class 10 contains 6703 members 
Mstep: Class 11 contains 196861 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160806 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 1541 members 
Mstep: Class 16 contains 29802 members 
Mstep: Class 17 contains 43185 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64740 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 1276 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 6467 members 
Mstep: Class 24 contains 1598 members 
Mstep: Class 25 contains 6379 members 
Mstep: Class 26 contains 12893 members 
Mstep: Class 27 contains 9590 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468744.000000 Penalty: 96387.664062
Iteration 54Q: 30 clusters Score -9.546874e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 13741 members 
Mstep: Class 5 contains 29324 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 34342 members 
Mstep: Class 10 contains 6387 members 
Mstep: Class 11 contains 197134 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160346 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 29385 members 
Mstep: Class 17 contains 43193 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64762 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 1277 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 12935 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 13088 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 30 clusters Score -9.546903e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 13773 members 
Mstep: Class 5 contains 29688 members 
Mstep: Class 6 contains 7983 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 34394 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 197347 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159977 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 28977 members 
Mstep: Class 17 contains 43181 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64789 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 6383 members 
Mstep: Class 26 contains 12968 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 13320 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 56Q: 30 clusters Score -9.546962e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 13805 members 
Mstep: Class 5 contains 30044 members 
Mstep: Class 6 contains 7983 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 34403 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 197451 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159743 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 28565 members 
Mstep: Class 17 contains 43195 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64819 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 6556 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6385 members 
Mstep: Class 26 contains 13004 members 
Mstep: Class 27 contains 9723 members 
Mstep: Class 28 contains 13498 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -9.54703e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 30417 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 34422 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 11 contains 197478 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 159568 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 28145 members 
Mstep: Class 17 contains 43210 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64831 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6387 members 
Mstep: Class 26 contains 13029 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 13662 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -9.547066e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 13865 members 
Mstep: Class 5 contains 30818 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 34430 members 
Mstep: Class 10 contains 5568 members 
Mstep: Class 11 contains 197495 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159463 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 27695 members 
Mstep: Class 17 contains 43217 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64829 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6388 members 
Mstep: Class 26 contains 13061 members 
Mstep: Class 27 contains 9773 members 
Mstep: Class 28 contains 13776 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -9.547117e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 13887 members 
Mstep: Class 5 contains 31276 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 34431 members 
Mstep: Class 10 contains 5487 members 
Mstep: Class 11 contains 197478 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 159374 members 
Mstep: Class 14 contains 1953 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 27206 members 
Mstep: Class 17 contains 43239 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64841 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6390 members 
Mstep: Class 26 contains 13089 members 
Mstep: Class 27 contains 9792 members 
Mstep: Class 28 contains 13841 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 60F: 30 clusters Score -9.547176e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 13903 members 
Mstep: Class 5 contains 31687 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 34422 members 
Mstep: Class 10 contains 5445 members 
Mstep: Class 11 contains 197401 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159362 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 26758 members 
Mstep: Class 17 contains 43279 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64848 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 13107 members 
Mstep: Class 27 contains 9798 members 
Mstep: Class 28 contains 13895 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -9.547196e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 13927 members 
Mstep: Class 5 contains 32128 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 34399 members 
Mstep: Class 10 contains 5406 members 
Mstep: Class 11 contains 197296 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159405 members 
Mstep: Class 14 contains 1962 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 26285 members 
Mstep: Class 17 contains 43310 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64844 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 6520 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6404 members 
Mstep: Class 26 contains 13119 members 
Mstep: Class 27 contains 9820 members 
Mstep: Class 28 contains 13927 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 62Q: 30 clusters Score -9.547221e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 13933 members 
Mstep: Class 5 contains 32560 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 34370 members 
Mstep: Class 10 contains 5379 members 
Mstep: Class 11 contains 197186 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159455 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 25845 members 
Mstep: Class 17 contains 43343 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64844 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6398 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 9842 members 
Mstep: Class 28 contains 13940 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 63Q: 30 clusters Score -9.547261e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 13941 members 
Mstep: Class 5 contains 33045 members 
Mstep: Class 6 contains 7983 members 
Mstep: Class 7 contains 3903 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 34350 members 
Mstep: Class 10 contains 5360 members 
Mstep: Class 11 contains 197092 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159485 members 
Mstep: Class 14 contains 1978 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 25395 members 
Mstep: Class 17 contains 43353 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64852 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 6501 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6390 members 
Mstep: Class 26 contains 13147 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 13947 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 64Q: 30 clusters Score -9.547284e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 13954 members 
Mstep: Class 5 contains 33535 members 
Mstep: Class 6 contains 7982 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 34332 members 
Mstep: Class 10 contains 5351 members 
Mstep: Class 11 contains 196985 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159546 members 
Mstep: Class 14 contains 1980 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 24928 members 
Mstep: Class 17 contains 43342 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64842 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 6488 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6392 members 
Mstep: Class 26 contains 13168 members 
Mstep: Class 27 contains 9847 members 
Mstep: Class 28 contains 13949 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 65Q: 30 clusters Score -9.547322e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 13985 members 
Mstep: Class 5 contains 34011 members 
Mstep: Class 6 contains 7979 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 34302 members 
Mstep: Class 10 contains 5342 members 
Mstep: Class 11 contains 196886 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159611 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 24477 members 
Mstep: Class 17 contains 43322 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64845 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6482 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6392 members 
Mstep: Class 26 contains 13185 members 
Mstep: Class 27 contains 9836 members 
Mstep: Class 28 contains 13947 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 66Q: 30 clusters Score -9.54735e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 34482 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34295 members 
Mstep: Class 10 contains 5339 members 
Mstep: Class 11 contains 196762 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159689 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 43312 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64841 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6378 members 
Mstep: Class 26 contains 13195 members 
Mstep: Class 27 contains 9832 members 
Mstep: Class 28 contains 13951 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 67Q: 30 clusters Score -9.54736e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14023 members 
Mstep: Class 5 contains 34930 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34287 members 
Mstep: Class 10 contains 5341 members 
Mstep: Class 11 contains 196647 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159767 members 
Mstep: Class 14 contains 2001 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 23561 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64841 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6378 members 
Mstep: Class 26 contains 13205 members 
Mstep: Class 27 contains 9830 members 
Mstep: Class 28 contains 13951 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 68Q: 30 clusters Score -9.547385e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 35354 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34283 members 
Mstep: Class 10 contains 5344 members 
Mstep: Class 11 contains 196511 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159849 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 23146 members 
Mstep: Class 17 contains 43308 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64851 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6378 members 
Mstep: Class 26 contains 13208 members 
Mstep: Class 27 contains 9824 members 
Mstep: Class 28 contains 13945 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 69Q: 30 clusters Score -9.547412e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 35748 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34282 members 
Mstep: Class 10 contains 5343 members 
Mstep: Class 11 contains 196364 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 159946 members 
Mstep: Class 14 contains 2017 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 22795 members 
Mstep: Class 17 contains 43295 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64851 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6380 members 
Mstep: Class 26 contains 13211 members 
Mstep: Class 27 contains 9809 members 
Mstep: Class 28 contains 13942 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 70Q: 30 clusters Score -9.547411e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14037 members 
Mstep: Class 5 contains 36109 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4111 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34277 members 
Mstep: Class 10 contains 5344 members 
Mstep: Class 11 contains 196227 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160040 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 22505 members 
Mstep: Class 17 contains 43273 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64848 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6470 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6371 members 
Mstep: Class 26 contains 13217 members 
Mstep: Class 27 contains 9791 members 
Mstep: Class 28 contains 13933 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 71Q: 30 clusters Score -9.547412e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 36453 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4133 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34266 members 
Mstep: Class 10 contains 5343 members 
Mstep: Class 11 contains 196123 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160114 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 22235 members 
Mstep: Class 17 contains 43257 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64850 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6463 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6349 members 
Mstep: Class 26 contains 13223 members 
Mstep: Class 27 contains 9778 members 
Mstep: Class 28 contains 13917 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 72Q: 30 clusters Score -9.547428e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 36787 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 4149 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34266 members 
Mstep: Class 10 contains 5344 members 
Mstep: Class 11 contains 196027 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160177 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 21972 members 
Mstep: Class 17 contains 43245 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64846 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6462 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6338 members 
Mstep: Class 26 contains 13227 members 
Mstep: Class 27 contains 9749 members 
Mstep: Class 28 contains 13907 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 73Q: 30 clusters Score -9.547426e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 37138 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 4163 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34260 members 
Mstep: Class 10 contains 5341 members 
Mstep: Class 11 contains 195931 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160241 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 21697 members 
Mstep: Class 17 contains 43239 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64846 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6459 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6316 members 
Mstep: Class 26 contains 13228 members 
Mstep: Class 27 contains 9741 members 
Mstep: Class 28 contains 13888 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 74Q: 30 clusters Score -9.54742e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 37476 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 4173 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34255 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 195848 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160316 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 21409 members 
Mstep: Class 17 contains 43238 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64844 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6460 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6309 members 
Mstep: Class 26 contains 13228 members 
Mstep: Class 27 contains 9727 members 
Mstep: Class 28 contains 13869 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
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Iteration 75Q: 30 clusters Score -9.547433e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 37821 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34260 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 195764 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160374 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 21131 members 
Mstep: Class 17 contains 43225 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64842 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6455 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6295 members 
Mstep: Class 26 contains 13231 members 
Mstep: Class 27 contains 9723 members 
Mstep: Class 28 contains 13848 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474304.000000 Penalty: 96387.664062
Iteration 76Q: 30 clusters Score -9.54743e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34260 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 195682 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160442 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 20852 members 
Mstep: Class 17 contains 43217 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64856 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6291 members 
Mstep: Class 26 contains 13235 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 13830 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474648.000000 Penalty: 96387.664062
Iteration 77Q: 30 clusters Score -9.547465e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 38460 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 4190 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 5339 members 
Mstep: Class 11 contains 195592 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160528 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 20563 members 
Mstep: Class 17 contains 43224 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 64854 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 13233 members 
Mstep: Class 27 contains 9706 members 
Mstep: Class 28 contains 13807 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474744.000000 Penalty: 96387.664062
Iteration 78Q: 30 clusters Score -9.547474e+07 nChanged 690
Entering ConstructFrom: 
Score: -95474744.000000 Penalty: 96387.664062
Entering ConstructFrom: 
Trying to split cluster 1 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -904172.187500 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -904172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -898827.500000 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -898827.5 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -900185.437500 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -900185.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -900448.937500 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -900448.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -900689.937500 Penalty: 4339.867188
	Iteration 3F: 3 clusters Score -900689.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -900921.937500 Penalty: 4339.867188
	Iteration 4F: 3 clusters Score -900921.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -901156.500000 Penalty: 4339.867188
	Iteration 5F: 3 clusters Score -901156.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -901396.000000 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -901396 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -901694.125000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -901694.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -902088.312500 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -902088.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -902499.625000 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -902499.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -902748.000000 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -902748 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -902897.000000 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -902897 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -903010.937500 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -903010.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -903088.125000 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -903088.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -903166.000000 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -903166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -903267.562500 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -903267.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -903412.250000 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -903412.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -903569.250000 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -903569.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -903688.250000 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -903688.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -903753.312500 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -903753.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -903790.500000 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -903790.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -903818.937500 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -903818.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -903836.062500 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -903836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -903851.125000 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -903851.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -903860.125000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -903860.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -903872.562500 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -903872.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -903882.687500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -903882.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -903890.875000 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -903890.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -903895.250000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -903895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -903900.937500 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -903900.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -903904.375000 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -903904.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -903906.500000 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -903906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -903906.500000 Penalty: 4339.867188
	Iteration 32F: 3 clusters Score -903906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -533662.062500 Penalty: 2033.194336
	Iteration 0F: 2 clusters Score -533662.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -530000.625000 Penalty: 4066.388672
	Iteration 0F: 3 clusters Score -530000.6 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -530933.187500 Penalty: 4066.388672
	Iteration 1F: 3 clusters Score -530933.2 nChanged 280
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: -531221.250000 Penalty: 4066.388672
	Iteration 2F: 3 clusters Score -531221.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -531478.000000 Penalty: 4066.388672
	Iteration 3F: 3 clusters Score -531478 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -531742.000000 Penalty: 4066.388672
	Iteration 4F: 3 clusters Score -531742 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -531986.750000 Penalty: 4066.388672
	Iteration 5F: 3 clusters Score -531986.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -532211.687500 Penalty: 4066.388672
	Iteration 6F: 3 clusters Score -532211.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -532431.500000 Penalty: 4066.388672
	Iteration 7F: 3 clusters Score -532431.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -532659.812500 Penalty: 4066.388672
	Iteration 8Q: 3 clusters Score -532659.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -532850.312500 Penalty: 4066.388672
	Iteration 9Q: 3 clusters Score -532850.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -532946.187500 Penalty: 4066.388672
	Iteration 10Q: 3 clusters Score -532946.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -532990.562500 Penalty: 4066.388672
	Iteration 11Q: 3 clusters Score -532990.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -533006.562500 Penalty: 4066.388672
	Iteration 12Q: 3 clusters Score -533006.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -533015.750000 Penalty: 4066.388672
	Iteration 13Q: 3 clusters Score -533015.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -533024.562500 Penalty: 4066.388672
	Iteration 14Q: 3 clusters Score -533024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -533030.562500 Penalty: 4066.388672
	Iteration 15Q: 3 clusters Score -533030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -533034.250000 Penalty: 4066.388672
	Iteration 16Q: 3 clusters Score -533034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -533034.750000 Penalty: 4066.388672
	Iteration 17Q: 3 clusters Score -533034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -533035.812500 Penalty: 4066.388672
	Iteration 18Q: 3 clusters Score -533035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -533035.812500 Penalty: 4066.388672
	Iteration 19F: 3 clusters Score -533035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -177917.609375 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -177917.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -175875.015625 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -175875 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -176324.187500 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -176324.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -176751.312500 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -176751.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177181.437500 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -177181.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -177453.234375 Penalty: 3530.134033
	Iteration 4F: 3 clusters Score -177453.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -177563.250000 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -177563.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -177600.562500 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -177600.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -177624.984375 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -177625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -177632.750000 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -177632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -177636.937500 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -177636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -177640.187500 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -177640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -177641.968750 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -177642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -177644.593750 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -177644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -177649.171875 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -177649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -177652.125000 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -177652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -177654.984375 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -177655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -177664.593750 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -177664.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -177688.781250 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -177688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -177705.953125 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -177706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -177709.687500 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -177709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -177711.734375 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -177711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Entering Unmasked Estep 
Score: -2063102.500000 Penalty: 2368.599609
	Iteration 0F: 2 clusters Score -2063102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2052884.000000 Penalty: 4737.199219
	Iteration 0F: 3 clusters Score -2052884 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2056027.375000 Penalty: 4737.199219
	Iteration 1F: 3 clusters Score -2056027 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2056401.375000 Penalty: 4737.199219
	Iteration 2F: 3 clusters Score -2056401 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2056725.500000 Penalty: 4737.199219
	Iteration 3F: 3 clusters Score -2056726 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2057020.625000 Penalty: 4737.199219
	Iteration 4Q: 3 clusters Score -2057021 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2057350.375000 Penalty: 4737.199219
	Iteration 5Q: 3 clusters Score -2057350 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2057749.625000 Penalty: 4737.199219
	Iteration 6Q: 3 clusters Score -2057750 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2058233.750000 Penalty: 4737.199219
	Iteration 7Q: 3 clusters Score -2058234 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2058791.000000 Penalty: 4737.199219
	Iteration 8F: 3 clusters Score -2058791 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2059351.875000 Penalty: 4737.199219
	Iteration 9F: 3 clusters Score -2059352 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2059818.500000 Penalty: 4737.199219
	Iteration 10Q: 3 clusters Score -2059818 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2060213.125000 Penalty: 4737.199219
	Iteration 11Q: 3 clusters Score -2060213 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2060505.625000 Penalty: 4737.199219
	Iteration 12Q: 3 clusters Score -2060506 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2060678.000000 Penalty: 4737.199219
	Iteration 13Q: 3 clusters Score -2060678 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2060818.000000 Penalty: 4737.199219
	Iteration 14Q: 3 clusters Score -2060818 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2060941.000000 Penalty: 4737.199219
	Iteration 15Q: 3 clusters Score -2060941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2061013.875000 Penalty: 4737.199219
	Iteration 16Q: 3 clusters Score -2061014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2061051.625000 Penalty: 4737.199219
	Iteration 17Q: 3 clusters Score -2061052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2061066.750000 Penalty: 4737.199219
	Iteration 18Q: 3 clusters Score -2061067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2061080.500000 Penalty: 4737.199219
	Iteration 19Q: 3 clusters Score -2061080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2061097.375000 Penalty: 4737.199219
	Iteration 20F: 3 clusters Score -2061097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2061106.875000 Penalty: 4737.199219
	Iteration 21Q: 3 clusters Score -2061107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2061114.500000 Penalty: 4737.199219
	Iteration 22Q: 3 clusters Score -2061114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2061114.500000 Penalty: 4737.199219
	Iteration 23Q: 3 clusters Score -2061114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2061122.000000 Penalty: 4737.199219
	Iteration 24Q: 3 clusters Score -2061122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2061124.625000 Penalty: 4737.199219
	Iteration 25Q: 3 clusters Score -2061125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2061126.000000 Penalty: 4737.199219
	Iteration 26Q: 3 clusters Score -2061126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2061127.250000 Penalty: 4737.199219
	Iteration 27Q: 3 clusters Score -2061127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2061127.250000 Penalty: 4737.199219
	Iteration 28F: 3 clusters Score -2061127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Entering Unmasked Estep 
Score: -5709907.000000 Penalty: 2620.564697
	Iteration 0F: 2 clusters Score -5709907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5683452.000000 Penalty: 5241.129395
	Iteration 0F: 3 clusters Score -5683452 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5693289.500000 Penalty: 5241.129395
	Iteration 1F: 3 clusters Score -5693290 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5693931.000000 Penalty: 5241.129395
	Iteration 2Q: 3 clusters Score -5693931 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5694735.500000 Penalty: 5241.129395
	Iteration 3F: 3 clusters Score -5694736 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -5695829.500000 Penalty: 5241.129395
	Iteration 4F: 3 clusters Score -5695830 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -5697399.500000 Penalty: 5241.129395
	Iteration 5F: 3 clusters Score -5697400 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -5699640.000000 Penalty: 5241.129395
	Iteration 6F: 3 clusters Score -5699640 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -5702411.500000 Penalty: 5241.129395
	Iteration 7F: 3 clusters Score -5702412 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -5704782.500000 Penalty: 5241.129395
	Iteration 8F: 3 clusters Score -5704782 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5706336.000000 Penalty: 5241.129395
	Iteration 9Q: 3 clusters Score -5706336 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -5707018.500000 Penalty: 5241.129395
	Iteration 10Q: 3 clusters Score -5707018 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5707295.500000 Penalty: 5241.129395
	Iteration 11Q: 3 clusters Score -5707296 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -5707454.000000 Penalty: 5241.129395
	Iteration 12Q: 3 clusters Score -5707454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5707522.500000 Penalty: 5241.129395
	Iteration 13Q: 3 clusters Score -5707522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5707570.500000 Penalty: 5241.129395
	Iteration 14Q: 3 clusters Score -5707570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5707598.500000 Penalty: 5241.129395
	Iteration 15Q: 3 clusters Score -5707598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5707621.500000 Penalty: 5241.129395
	Iteration 16Q: 3 clusters Score -5707622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -5707624.500000 Penalty: 5241.129395
	Iteration 17Q: 3 clusters Score -5707624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5707634.000000 Penalty: 5241.129395
	Iteration 18Q: 3 clusters Score -5707634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5707638.500000 Penalty: 5241.129395
	Iteration 19Q: 3 clusters Score -5707638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -5707641.000000 Penalty: 5241.129395
	Iteration 20F: 3 clusters Score -5707641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -1171993.500000 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -1171994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1165586.000000 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -1165586 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1167335.625000 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -1167336 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1167573.625000 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -1167574 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1167732.875000 Penalty: 4455.910156
	Iteration 3Q: 3 clusters Score -1167733 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1167835.750000 Penalty: 4455.910156
	Iteration 4Q: 3 clusters Score -1167836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1167922.500000 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -1167922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1167996.375000 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -1167996 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1168065.375000 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -1168065 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1168145.750000 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -1168146 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1168231.750000 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -1168232 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1168326.750000 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -1168327 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1168438.000000 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -1168438 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1168560.250000 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -1168560 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1168702.875000 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -1168703 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1168862.000000 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -1168862 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1169016.625000 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -1169017 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1169170.000000 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -1169170 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1169310.875000 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -1169311 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1169437.000000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -1169437 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1169541.250000 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -1169541 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1169624.375000 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -1169624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1169700.375000 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -1169700 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1169753.250000 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -1169753 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1169788.625000 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -1169789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1169815.125000 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -1169815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1169841.000000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -1169841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1169866.750000 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -1169867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1169889.875000 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -1169890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1169915.375000 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -1169915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1169941.375000 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -1169941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1169972.375000 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -1169972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1170001.750000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -1170002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1170024.125000 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -1170024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1170044.750000 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -1170045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1170062.250000 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -1170062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1170076.625000 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -1170077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1170094.625000 Penalty: 4455.910156
	Iteration 36Q: 3 clusters Score -1170095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1170110.000000 Penalty: 4455.910156
	Iteration 37Q: 3 clusters Score -1170110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1170130.625000 Penalty: 4455.910156
	Iteration 38Q: 3 clusters Score -1170131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1170144.250000 Penalty: 4455.910156
	Iteration 39Q: 3 clusters Score -1170144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1170156.250000 Penalty: 4455.910156
	Iteration 40F: 3 clusters Score -1170156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1170178.875000 Penalty: 4455.910156
	Iteration 41Q: 3 clusters Score -1170179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1170200.625000 Penalty: 4455.910156
	Iteration 42Q: 3 clusters Score -1170201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1170221.375000 Penalty: 4455.910156
	Iteration 43Q: 3 clusters Score -1170221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1170234.500000 Penalty: 4455.910156
	Iteration 44Q: 3 clusters Score -1170234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1170244.500000 Penalty: 4455.910156
	Iteration 45Q: 3 clusters Score -1170244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1170257.000000 Penalty: 4455.910156
	Iteration 46Q: 3 clusters Score -1170257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1170270.625000 Penalty: 4455.910156
	Iteration 47Q: 3 clusters Score -1170271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1170278.125000 Penalty: 4455.910156
	Iteration 48Q: 3 clusters Score -1170278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1170282.500000 Penalty: 4455.910156
	Iteration 49Q: 3 clusters Score -1170282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1170287.125000 Penalty: 4455.910156
	Iteration 50Q: 3 clusters Score -1170287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1170285.875000 Penalty: 4455.910156
	Iteration 51Q: 3 clusters Score -1170286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1170288.000000 Penalty: 4455.910156
	Iteration 52Q: 3 clusters Score -1170288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1170287.500000 Penalty: 4455.910156
	Iteration 53Q: 3 clusters Score -1170288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1170287.875000 Penalty: 4455.910156
	Iteration 54Q: 3 clusters Score -1170288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1170287.875000 Penalty: 4455.910156
	Iteration 55F: 3 clusters Score -1170288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -605509.937500 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -605509.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -601475.562500 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -601475.6 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -602485.562500 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -602485.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -602758.875000 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -602758.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -602983.875000 Penalty: 4137.221191
	Iteration 3F: 3 clusters Score -602983.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -603190.562500 Penalty: 4137.221191
	Iteration 4F: 3 clusters Score -603190.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -603370.000000 Penalty: 4137.221191
	Iteration 5F: 3 clusters Score -603370 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -603522.812500 Penalty: 4137.221191
	Iteration 6F: 3 clusters Score -603522.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -603641.250000 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -603641.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -603739.375000 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -603739.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -603835.187500 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -603835.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -603915.312500 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -603915.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -603985.375000 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -603985.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -604040.687500 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -604040.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -604076.062500 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -604076.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -604104.437500 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -604104.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -604133.375000 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -604133.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -604165.750000 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -604165.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -604192.562500 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -604192.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -604217.750000 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -604217.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -604230.875000 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -604230.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -604242.062500 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -604242.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -604252.875000 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -604252.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -604263.500000 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -604263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -604267.750000 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -604267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -604271.500000 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -604271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -604272.562500 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -604272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -604273.000000 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -604273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -604273.187500 Penalty: 4137.221191
	Iteration 27Q: 3 clusters Score -604273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -604274.187500 Penalty: 4137.221191
	Iteration 28Q: 3 clusters Score -604274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -604274.187500 Penalty: 4137.221191
	Iteration 29F: 3 clusters Score -604274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -48046.050781 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -48046.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46613.156250 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -46613.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46878.718750 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -46878.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47145.253906 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -47145.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47226.953125 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -47226.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47283.890625 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -47283.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47314.355469 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -47314.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47338.234375 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -47338.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47356.816406 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -47356.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47367.019531 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -47367.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47388.589844 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -47388.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47397.976562 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -47397.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47405.101562 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -47405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47411.082031 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -47411.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47418.910156 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -47418.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47420.800781 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -47420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47421.789062 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -47421.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47421.789062 Penalty: 3077.460693
	Iteration 16F: 3 clusters Score -47421.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Entering Unmasked Estep 
Score: -5056960.500000 Penalty: 2589.477539
	Iteration 0F: 2 clusters Score -5056960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5033563.000000 Penalty: 5178.955078
	Iteration 0F: 3 clusters Score -5033563 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5041927.500000 Penalty: 5178.955078
	Iteration 1F: 3 clusters Score -5041928 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -5042484.500000 Penalty: 5178.955078
	Iteration 2Q: 3 clusters Score -5042484 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -5043025.500000 Penalty: 5178.955078
	Iteration 3Q: 3 clusters Score -5043026 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -5043635.000000 Penalty: 5178.955078
	Iteration 4Q: 3 clusters Score -5043635 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5044325.500000 Penalty: 5178.955078
	Iteration 5Q: 3 clusters Score -5044326 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5045077.500000 Penalty: 5178.955078
	Iteration 6Q: 3 clusters Score -5045078 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5045952.500000 Penalty: 5178.955078
	Iteration 7F: 3 clusters Score -5045952 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -5046962.000000 Penalty: 5178.955078
	Iteration 8F: 3 clusters Score -5046962 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5047917.500000 Penalty: 5178.955078
	Iteration 9F: 3 clusters Score -5047918 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -5048821.500000 Penalty: 5178.955078
	Iteration 10Q: 3 clusters Score -5048822 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -5049551.500000 Penalty: 5178.955078
	Iteration 11Q: 3 clusters Score -5049552 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5050134.500000 Penalty: 5178.955078
	Iteration 12Q: 3 clusters Score -5050134 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5050577.000000 Penalty: 5178.955078
	Iteration 13Q: 3 clusters Score -5050577 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -5051035.000000 Penalty: 5178.955078
	Iteration 14Q: 3 clusters Score -5051035 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -5051595.500000 Penalty: 5178.955078
	Iteration 15Q: 3 clusters Score -5051596 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -5052506.000000 Penalty: 5178.955078
	Iteration 16Q: 3 clusters Score -5052506 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -5053309.000000 Penalty: 5178.955078
	Iteration 17Q: 3 clusters Score -5053309 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5053593.000000 Penalty: 5178.955078
	Iteration 18Q: 3 clusters Score -5053593 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5053777.000000 Penalty: 5178.955078
	Iteration 19Q: 3 clusters Score -5053777 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5053896.000000 Penalty: 5178.955078
	Iteration 20F: 3 clusters Score -5053896 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5054005.500000 Penalty: 5178.955078
	Iteration 21Q: 3 clusters Score -5054006 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -5054082.500000 Penalty: 5178.955078
	Iteration 22Q: 3 clusters Score -5054082 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -5054135.000000 Penalty: 5178.955078
	Iteration 23Q: 3 clusters Score -5054135 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -5054193.000000 Penalty: 5178.955078
	Iteration 24Q: 3 clusters Score -5054193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5054236.500000 Penalty: 5178.955078
	Iteration 25Q: 3 clusters Score -5054236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -5054291.000000 Penalty: 5178.955078
	Iteration 26Q: 3 clusters Score -5054291 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -5054322.000000 Penalty: 5178.955078
	Iteration 27Q: 3 clusters Score -5054322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5054361.000000 Penalty: 5178.955078
	Iteration 28Q: 3 clusters Score -5054361 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -5054402.000000 Penalty: 5178.955078
	Iteration 29Q: 3 clusters Score -5054402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -5054415.500000 Penalty: 5178.955078
	Iteration 30Q: 3 clusters Score -5054416 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -5054439.500000 Penalty: 5178.955078
	Iteration 31Q: 3 clusters Score -5054440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -5054452.500000 Penalty: 5178.955078
	Iteration 32Q: 3 clusters Score -5054452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -5054475.500000 Penalty: 5178.955078
	Iteration 33Q: 3 clusters Score -5054476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5054483.000000 Penalty: 5178.955078
	Iteration 34Q: 3 clusters Score -5054483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5054493.500000 Penalty: 5178.955078
	Iteration 35Q: 3 clusters Score -5054494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5054487.500000 Penalty: 5178.955078
	Iteration 36Q: 3 clusters Score -5054488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -5054489.500000 Penalty: 5178.955078
	Iteration 37Q: 3 clusters Score -5054490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -5054513.000000 Penalty: 5178.955078
	Iteration 38Q: 3 clusters Score -5054513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -5054528.500000 Penalty: 5178.955078
	Iteration 39Q: 3 clusters Score -5054528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -5054528.000000 Penalty: 5178.955078
	Iteration 40F: 3 clusters Score -5054528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5054545.500000 Penalty: 5178.955078
	Iteration 41Q: 3 clusters Score -5054546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5054553.500000 Penalty: 5178.955078
	Iteration 42Q: 3 clusters Score -5054554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5054560.500000 Penalty: 5178.955078
	Iteration 43Q: 3 clusters Score -5054560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -5054573.500000 Penalty: 5178.955078
	Iteration 44Q: 3 clusters Score -5054574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5054589.500000 Penalty: 5178.955078
	Iteration 45Q: 3 clusters Score -5054590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -5054599.000000 Penalty: 5178.955078
	Iteration 46Q: 3 clusters Score -5054599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5054598.000000 Penalty: 5178.955078
	Iteration 47Q: 3 clusters Score -5054598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5054584.500000 Penalty: 5178.955078
	Iteration 48Q: 3 clusters Score -5054584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -5054601.000000 Penalty: 5178.955078
	Iteration 49Q: 3 clusters Score -5054601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -5054603.000000 Penalty: 5178.955078
	Iteration 50Q: 3 clusters Score -5054603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -5054601.500000 Penalty: 5178.955078
	Iteration 51Q: 3 clusters Score -5054602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -5054601.500000 Penalty: 5178.955078
	Iteration 52Q: 3 clusters Score -5054602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -5054610.500000 Penalty: 5178.955078
	Iteration 53Q: 3 clusters Score -5054610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -5054604.000000 Penalty: 5178.955078
	Iteration 54Q: 3 clusters Score -5054604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -5054601.000000 Penalty: 5178.955078
	Iteration 55Q: 3 clusters Score -5054601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5054623.000000 Penalty: 5178.955078
	Iteration 56Q: 3 clusters Score -5054623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5054617.500000 Penalty: 5178.955078
	Iteration 57Q: 3 clusters Score -5054618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5054627.500000 Penalty: 5178.955078
	Iteration 58Q: 3 clusters Score -5054628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -5054634.500000 Penalty: 5178.955078
	Iteration 59Q: 3 clusters Score -5054634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -5054635.500000 Penalty: 5178.955078
	Iteration 60F: 3 clusters Score -5054636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -5054636.500000 Penalty: 5178.955078
	Iteration 61Q: 3 clusters Score -5054636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -5054633.500000 Penalty: 5178.955078
	Iteration 62Q: 3 clusters Score -5054634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -5054629.000000 Penalty: 5178.955078
	Iteration 63Q: 3 clusters Score -5054629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5054634.000000 Penalty: 5178.955078
	Iteration 64Q: 3 clusters Score -5054634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5054630.500000 Penalty: 5178.955078
	Iteration 65Q: 3 clusters Score -5054630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5054625.500000 Penalty: 5178.955078
	Iteration 66Q: 3 clusters Score -5054626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5054630.500000 Penalty: 5178.955078
	Iteration 67Q: 3 clusters Score -5054630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -5054628.000000 Penalty: 5178.955078
	Iteration 68Q: 3 clusters Score -5054628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -5054627.000000 Penalty: 5178.955078
	Iteration 69Q: 3 clusters Score -5054627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -5054627.500000 Penalty: 5178.955078
	Iteration 70Q: 3 clusters Score -5054628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5054622.500000 Penalty: 5178.955078
	Iteration 71Q: 3 clusters Score -5054622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5054620.500000 Penalty: 5178.955078
	Iteration 72Q: 3 clusters Score -5054620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -5054621.500000 Penalty: 5178.955078
	Iteration 73Q: 3 clusters Score -5054622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -5054617.500000 Penalty: 5178.955078
	Iteration 74Q: 3 clusters Score -5054618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -5054623.500000 Penalty: 5178.955078
	Iteration 75Q: 3 clusters Score -5054624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -5054625.000000 Penalty: 5178.955078
	Iteration 76Q: 3 clusters Score -5054625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -5054624.000000 Penalty: 5178.955078
	Iteration 77Q: 3 clusters Score -5054624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -5054629.000000 Penalty: 5178.955078
	Iteration 78Q: 3 clusters Score -5054629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -5054624.500000 Penalty: 5178.955078
	Iteration 79Q: 3 clusters Score -5054624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5054624.000000 Penalty: 5178.955078
	Iteration 80F: 3 clusters Score -5054624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -5054620.000000 Penalty: 5178.955078
	Iteration 81Q: 3 clusters Score -5054620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -5054623.000000 Penalty: 5178.955078
	Iteration 82Q: 3 clusters Score -5054623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -5054614.000000 Penalty: 5178.955078
	Iteration 83Q: 3 clusters Score -5054614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -5054618.000000 Penalty: 5178.955078
	Iteration 84Q: 3 clusters Score -5054618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5054616.500000 Penalty: 5178.955078
	Iteration 85Q: 3 clusters Score -5054616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5054616.500000 Penalty: 5178.955078
	Iteration 86F: 3 clusters Score -5054616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -754001.625000 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -754001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -749246.937500 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -749246.9 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -750454.250000 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -750454.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -750672.625000 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -750672.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -750846.437500 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -750846.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -750982.812500 Penalty: 4256.972656
	Iteration 4Q: 3 clusters Score -750982.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -751070.312500 Penalty: 4256.972656
	Iteration 5Q: 3 clusters Score -751070.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -751146.062500 Penalty: 4256.972656
	Iteration 6Q: 3 clusters Score -751146.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -751214.500000 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -751214.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -751265.062500 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -751265.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -751305.250000 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -751305.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -751349.125000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -751349.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -751391.500000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -751391.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -751428.875000 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -751428.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -751471.062500 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -751471.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -751521.625000 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -751521.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -751562.937500 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -751562.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -751607.250000 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -751607.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -751673.625000 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -751673.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -751747.687500 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -751747.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -751815.000000 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -751815 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -751861.375000 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -751861.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -751910.562500 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -751910.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -751960.500000 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -751960.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -752019.750000 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -752019.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -752072.125000 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -752072.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -752125.375000 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -752125.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -752171.375000 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -752171.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -752208.000000 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -752208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -752225.187500 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -752225.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -752239.375000 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -752239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -752246.875000 Penalty: 4256.972656
	Iteration 30Q: 3 clusters Score -752246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -752257.312500 Penalty: 4256.972656
	Iteration 31Q: 3 clusters Score -752257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -752262.125000 Penalty: 4256.972656
	Iteration 32Q: 3 clusters Score -752262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -752266.375000 Penalty: 4256.972656
	Iteration 33Q: 3 clusters Score -752266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -752266.375000 Penalty: 4256.972656
	Iteration 34F: 3 clusters Score -752266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (195509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195509 members 
Entering Unmasked Estep 
Score: -29224112.000000 Penalty: 3021.473877
	Iteration 0F: 2 clusters Score -2.922411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -29095670.000000 Penalty: 6042.947754
	Iteration 0F: 3 clusters Score -2.909567e+07 nChanged 94277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 92322 members 
Entering Unmasked Estep 
Score: -29150664.000000 Penalty: 6042.947754
	Iteration 1F: 3 clusters Score -2.915066e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -29152008.000000 Penalty: 6042.947754
	Iteration 2Q: 3 clusters Score -2.915201e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -29154128.000000 Penalty: 6042.947754
	Iteration 3Q: 3 clusters Score -2.915413e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117569 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -29157392.000000 Penalty: 6042.947754
	Iteration 4Q: 3 clusters Score -2.915739e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -29162916.000000 Penalty: 6042.947754
	Iteration 5F: 3 clusters Score -2.916292e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -29172104.000000 Penalty: 6042.947754
	Iteration 6F: 3 clusters Score -2.91721e+07 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -29186078.000000 Penalty: 6042.947754
	Iteration 7F: 3 clusters Score -2.918608e+07 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -29201412.000000 Penalty: 6042.947754
	Iteration 8F: 3 clusters Score -2.920141e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186962 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -29213316.000000 Penalty: 6042.947754
	Iteration 9F: 3 clusters Score -2.921332e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192586 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -29218660.000000 Penalty: 6042.947754
	Iteration 10Q: 3 clusters Score -2.921866e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194474 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -29220538.000000 Penalty: 6042.947754
	Iteration 11Q: 3 clusters Score -2.922054e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194964 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -29221004.000000 Penalty: 6042.947754
	Iteration 12Q: 3 clusters Score -2.9221e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29221172.000000 Penalty: 6042.947754
	Iteration 13Q: 3 clusters Score -2.922117e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195130 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29221226.000000 Penalty: 6042.947754
	Iteration 14Q: 3 clusters Score -2.922123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -29221286.000000 Penalty: 6042.947754
	Iteration 15Q: 3 clusters Score -2.922129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195155 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29221326.000000 Penalty: 6042.947754
	Iteration 16Q: 3 clusters Score -2.922133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29221340.000000 Penalty: 6042.947754
	Iteration 17Q: 3 clusters Score -2.922134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195168 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29221350.000000 Penalty: 6042.947754
	Iteration 18Q: 3 clusters Score -2.922135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29221366.000000 Penalty: 6042.947754
	Iteration 19Q: 3 clusters Score -2.922137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195181 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29221390.000000 Penalty: 6042.947754
	Iteration 20F: 3 clusters Score -2.922139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195188 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29221414.000000 Penalty: 6042.947754
	Iteration 21Q: 3 clusters Score -2.922141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29221422.000000 Penalty: 6042.947754
	Iteration 22Q: 3 clusters Score -2.922142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195194 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29221442.000000 Penalty: 6042.947754
	Iteration 23Q: 3 clusters Score -2.922144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195201 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29221430.000000 Penalty: 6042.947754
	Iteration 24Q: 3 clusters Score -2.922143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29221440.000000 Penalty: 6042.947754
	Iteration 25Q: 3 clusters Score -2.922144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195210 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29221456.000000 Penalty: 6042.947754
	Iteration 26Q: 3 clusters Score -2.922146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195208 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29221446.000000 Penalty: 6042.947754
	Iteration 27Q: 3 clusters Score -2.922145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29221440.000000 Penalty: 6042.947754
	Iteration 28Q: 3 clusters Score -2.922144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29221458.000000 Penalty: 6042.947754
	Iteration 29Q: 3 clusters Score -2.922146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195211 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29221452.000000 Penalty: 6042.947754
	Iteration 30Q: 3 clusters Score -2.922145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195213 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29221456.000000 Penalty: 6042.947754
	Iteration 31Q: 3 clusters Score -2.922146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195213 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29221456.000000 Penalty: 6042.947754
	Iteration 32F: 3 clusters Score -2.922146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -39538.984375 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -39538.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38314.574219 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -38314.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38457.500000 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -38457.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38519.855469 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -38519.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38535.328125 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -38535.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38535.328125 Penalty: 2835.645752
	Iteration 4F: 3 clusters Score -38535.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160604 members 
Entering Unmasked Estep 
Score: -23945150.000000 Penalty: 2972.700928
	Iteration 0F: 2 clusters Score -2.394515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -23843672.000000 Penalty: 5945.401855
	Iteration 0F: 3 clusters Score -2.384367e+07 nChanged 77080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -23888054.000000 Penalty: 5945.401855
	Iteration 1F: 3 clusters Score -2.388805e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -23889264.000000 Penalty: 5945.401855
	Iteration 2Q: 3 clusters Score -2.388926e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -23890632.000000 Penalty: 5945.401855
	Iteration 3Q: 3 clusters Score -2.389063e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -23892848.000000 Penalty: 5945.401855
	Iteration 4Q: 3 clusters Score -2.389285e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -23895930.000000 Penalty: 5945.401855
	Iteration 5Q: 3 clusters Score -2.389593e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -23900912.000000 Penalty: 5945.401855
	Iteration 6F: 3 clusters Score -2.390091e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 99657 members 
Entering Unmasked Estep 
Score: -23906732.000000 Penalty: 5945.401855
	Iteration 7F: 3 clusters Score -2.390673e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -23913736.000000 Penalty: 5945.401855
	Iteration 8F: 3 clusters Score -2.391374e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -23920556.000000 Penalty: 5945.401855
	Iteration 9F: 3 clusters Score -2.392056e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -23926154.000000 Penalty: 5945.401855
	Iteration 10F: 3 clusters Score -2.392615e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 118640 members 
Entering Unmasked Estep 
Score: -23929708.000000 Penalty: 5945.401855
	Iteration 11Q: 3 clusters Score -2.392971e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -23931730.000000 Penalty: 5945.401855
	Iteration 12Q: 3 clusters Score -2.393173e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 124814 members 
Entering Unmasked Estep 
Score: -23933094.000000 Penalty: 5945.401855
	Iteration 13Q: 3 clusters Score -2.393309e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 128025 members 
Entering Unmasked Estep 
Score: -23933956.000000 Penalty: 5945.401855
	Iteration 14Q: 3 clusters Score -2.393396e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 131259 members 
Entering Unmasked Estep 
Score: -23934658.000000 Penalty: 5945.401855
	Iteration 15Q: 3 clusters Score -2.393466e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 134633 members 
Entering Unmasked Estep 
Score: -23935516.000000 Penalty: 5945.401855
	Iteration 16Q: 3 clusters Score -2.393552e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 138015 members 
Entering Unmasked Estep 
Score: -23936352.000000 Penalty: 5945.401855
	Iteration 17Q: 3 clusters Score -2.393635e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 141396 members 
Entering Unmasked Estep 
Score: -23937076.000000 Penalty: 5945.401855
	Iteration 18Q: 3 clusters Score -2.393708e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 144627 members 
Entering Unmasked Estep 
Score: -23938052.000000 Penalty: 5945.401855
	Iteration 19Q: 3 clusters Score -2.393805e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 147521 members 
Entering Unmasked Estep 
Score: -23938888.000000 Penalty: 5945.401855
	Iteration 20F: 3 clusters Score -2.393889e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -23939672.000000 Penalty: 5945.401855
	Iteration 21Q: 3 clusters Score -2.393967e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 151915 members 
Entering Unmasked Estep 
Score: -23940410.000000 Penalty: 5945.401855
	Iteration 22Q: 3 clusters Score -2.394041e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 153436 members 
Entering Unmasked Estep 
Score: -23940814.000000 Penalty: 5945.401855
	Iteration 23Q: 3 clusters Score -2.394081e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -23941144.000000 Penalty: 5945.401855
	Iteration 24Q: 3 clusters Score -2.394114e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -23941402.000000 Penalty: 5945.401855
	Iteration 25Q: 3 clusters Score -2.39414e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -23941618.000000 Penalty: 5945.401855
	Iteration 26Q: 3 clusters Score -2.394162e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 156757 members 
Entering Unmasked Estep 
Score: -23941780.000000 Penalty: 5945.401855
	Iteration 27Q: 3 clusters Score -2.394178e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -23942028.000000 Penalty: 5945.401855
	Iteration 28Q: 3 clusters Score -2.394203e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 157527 members 
Entering Unmasked Estep 
Score: -23942140.000000 Penalty: 5945.401855
	Iteration 29Q: 3 clusters Score -2.394214e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 157783 members 
Entering Unmasked Estep 
Score: -23942300.000000 Penalty: 5945.401855
	Iteration 30Q: 3 clusters Score -2.39423e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 157993 members 
Entering Unmasked Estep 
Score: -23942448.000000 Penalty: 5945.401855
	Iteration 31Q: 3 clusters Score -2.394245e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 158184 members 
Entering Unmasked Estep 
Score: -23942572.000000 Penalty: 5945.401855
	Iteration 32Q: 3 clusters Score -2.394257e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 158335 members 
Entering Unmasked Estep 
Score: -23942688.000000 Penalty: 5945.401855
	Iteration 33Q: 3 clusters Score -2.394269e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 158464 members 
Entering Unmasked Estep 
Score: -23942804.000000 Penalty: 5945.401855
	Iteration 34Q: 3 clusters Score -2.39428e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -23942920.000000 Penalty: 5945.401855
	Iteration 35Q: 3 clusters Score -2.394292e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -23942946.000000 Penalty: 5945.401855
	Iteration 36Q: 3 clusters Score -2.394295e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 158731 members 
Entering Unmasked Estep 
Score: -23943022.000000 Penalty: 5945.401855
	Iteration 37Q: 3 clusters Score -2.394302e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -23943070.000000 Penalty: 5945.401855
	Iteration 38Q: 3 clusters Score -2.394307e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 158817 members 
Entering Unmasked Estep 
Score: -23943116.000000 Penalty: 5945.401855
	Iteration 39Q: 3 clusters Score -2.394312e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -23943160.000000 Penalty: 5945.401855
	Iteration 40F: 3 clusters Score -2.394316e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -23943184.000000 Penalty: 5945.401855
	Iteration 41Q: 3 clusters Score -2.394318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 158874 members 
Entering Unmasked Estep 
Score: -23943192.000000 Penalty: 5945.401855
	Iteration 42Q: 3 clusters Score -2.394319e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -23943214.000000 Penalty: 5945.401855
	Iteration 43Q: 3 clusters Score -2.394321e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -23943212.000000 Penalty: 5945.401855
	Iteration 44Q: 3 clusters Score -2.394321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -23943236.000000 Penalty: 5945.401855
	Iteration 45Q: 3 clusters Score -2.394324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -23943284.000000 Penalty: 5945.401855
	Iteration 46Q: 3 clusters Score -2.394328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -23943292.000000 Penalty: 5945.401855
	Iteration 47Q: 3 clusters Score -2.394329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -23943304.000000 Penalty: 5945.401855
	Iteration 48Q: 3 clusters Score -2.39433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -23943290.000000 Penalty: 5945.401855
	Iteration 49Q: 3 clusters Score -2.394329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -23943314.000000 Penalty: 5945.401855
	Iteration 50Q: 3 clusters Score -2.394331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -23943296.000000 Penalty: 5945.401855
	Iteration 51Q: 3 clusters Score -2.39433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -23943278.000000 Penalty: 5945.401855
	Iteration 52Q: 3 clusters Score -2.394328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 158892 members 
Entering Unmasked Estep 
Score: -23943290.000000 Penalty: 5945.401855
	Iteration 53Q: 3 clusters Score -2.394329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 158892 members 
Entering Unmasked Estep 
Score: -23943292.000000 Penalty: 5945.401855
	Iteration 54Q: 3 clusters Score -2.394329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 158889 members 
Entering Unmasked Estep 
Score: -23943294.000000 Penalty: 5945.401855
	Iteration 55Q: 3 clusters Score -2.394329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -23943296.000000 Penalty: 5945.401855
	Iteration 56Q: 3 clusters Score -2.39433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -23943302.000000 Penalty: 5945.401855
	Iteration 57Q: 3 clusters Score -2.39433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -23943292.000000 Penalty: 5945.401855
	Iteration 58Q: 3 clusters Score -2.394329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 158885 members 
Entering Unmasked Estep 
Score: -23943310.000000 Penalty: 5945.401855
	Iteration 59Q: 3 clusters Score -2.394331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 158890 members 
Entering Unmasked Estep 
Score: -23943300.000000 Penalty: 5945.401855
	Iteration 60F: 3 clusters Score -2.39433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -23943292.000000 Penalty: 5945.401855
	Iteration 61Q: 3 clusters Score -2.394329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -23943308.000000 Penalty: 5945.401855
	Iteration 62Q: 3 clusters Score -2.394331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -23943302.000000 Penalty: 5945.401855
	Iteration 63Q: 3 clusters Score -2.39433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 158905 members 
Entering Unmasked Estep 
Score: -23943300.000000 Penalty: 5945.401855
	Iteration 64Q: 3 clusters Score -2.39433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -23943288.000000 Penalty: 5945.401855
	Iteration 65Q: 3 clusters Score -2.394329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -23943288.000000 Penalty: 5945.401855
	Iteration 66Q: 3 clusters Score -2.394329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 158911 members 
Entering Unmasked Estep 
Score: -23943296.000000 Penalty: 5945.401855
	Iteration 67Q: 3 clusters Score -2.39433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -23943302.000000 Penalty: 5945.401855
	Iteration 68Q: 3 clusters Score -2.39433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -23943306.000000 Penalty: 5945.401855
	Iteration 69Q: 3 clusters Score -2.394331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -23943322.000000 Penalty: 5945.401855
	Iteration 70Q: 3 clusters Score -2.394332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -23943326.000000 Penalty: 5945.401855
	Iteration 71Q: 3 clusters Score -2.394333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -23943320.000000 Penalty: 5945.401855
	Iteration 72Q: 3 clusters Score -2.394332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -23943316.000000 Penalty: 5945.401855
	Iteration 73Q: 3 clusters Score -2.394332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -23943316.000000 Penalty: 5945.401855
	Iteration 74F: 3 clusters Score -2.394332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -301026.718750 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -301026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -298342.781250 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -298342.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -298811.875000 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -298811.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -298923.562500 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -298923.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -298969.468750 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -298969.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -298992.500000 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -298992.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -299009.406250 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -299009.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -299025.000000 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -299025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -299041.875000 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -299041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -299049.093750 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -299049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -299053.062500 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -299053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -299058.125000 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -299058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -299060.937500 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -299060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -299064.750000 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -299064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -299068.468750 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -299068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -299070.687500 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -299070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -299073.125000 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -299073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -299074.875000 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -299074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -299076.281250 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -299076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -299078.093750 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -299078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -299081.781250 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -299081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -299084.968750 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -299085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -299087.531250 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -299087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -299088.375000 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -299088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -299088.468750 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -299088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -299088.468750 Penalty: 3781.811035
	Iteration 24F: 3 clusters Score -299088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -185748.031250 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -185748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183436.828125 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -183436.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -183869.453125 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -183869.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184036.406250 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -184036.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -184162.000000 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -184162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -184250.656250 Penalty: 3656.882324
	Iteration 4Q: 3 clusters Score -184250.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184323.015625 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -184323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -184393.015625 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -184393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -184453.921875 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -184453.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -184515.968750 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -184516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -184572.781250 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -184572.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -184606.531250 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -184606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -184627.796875 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -184627.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184645.328125 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -184645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -184656.671875 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -184656.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -184670.015625 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -184670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -184678.156250 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -184678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -184682.656250 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -184682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -184689.625000 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -184689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184694.906250 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -184694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -184698.171875 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -184698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -184702.640625 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -184702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -184707.078125 Penalty: 3656.882324
	Iteration 21Q: 3 clusters Score -184707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184710.781250 Penalty: 3656.882324
	Iteration 22Q: 3 clusters Score -184710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -184717.875000 Penalty: 3656.882324
	Iteration 23Q: 3 clusters Score -184717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -184723.953125 Penalty: 3656.882324
	Iteration 24Q: 3 clusters Score -184724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -184729.781250 Penalty: 3656.882324
	Iteration 25Q: 3 clusters Score -184729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -184735.921875 Penalty: 3656.882324
	Iteration 26Q: 3 clusters Score -184735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -184739.062500 Penalty: 3656.882324
	Iteration 27Q: 3 clusters Score -184739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -184739.546875 Penalty: 3656.882324
	Iteration 28Q: 3 clusters Score -184739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -184739.546875 Penalty: 3656.882324
	Iteration 29F: 3 clusters Score -184739.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Entering Unmasked Estep 
Score: -2973835.500000 Penalty: 2459.390381
	Iteration 0F: 2 clusters Score -2973836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2959589.500000 Penalty: 4918.780762
	Iteration 0F: 3 clusters Score -2959590 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2964388.750000 Penalty: 4918.780762
	Iteration 1F: 3 clusters Score -2964389 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2964840.750000 Penalty: 4918.780762
	Iteration 2F: 3 clusters Score -2964841 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2965265.750000 Penalty: 4918.780762
	Iteration 3Q: 3 clusters Score -2965266 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2965679.250000 Penalty: 4918.780762
	Iteration 4Q: 3 clusters Score -2965679 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2966154.500000 Penalty: 4918.780762
	Iteration 5Q: 3 clusters Score -2966154 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2966704.000000 Penalty: 4918.780762
	Iteration 6F: 3 clusters Score -2966704 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2967389.500000 Penalty: 4918.780762
	Iteration 7F: 3 clusters Score -2967390 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2968150.250000 Penalty: 4918.780762
	Iteration 8F: 3 clusters Score -2968150 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2968906.000000 Penalty: 4918.780762
	Iteration 9F: 3 clusters Score -2968906 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2969758.500000 Penalty: 4918.780762
	Iteration 10F: 3 clusters Score -2969758 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2970464.250000 Penalty: 4918.780762
	Iteration 11Q: 3 clusters Score -2970464 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2971035.250000 Penalty: 4918.780762
	Iteration 12Q: 3 clusters Score -2971035 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2971475.500000 Penalty: 4918.780762
	Iteration 13Q: 3 clusters Score -2971476 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2971883.250000 Penalty: 4918.780762
	Iteration 14Q: 3 clusters Score -2971883 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2972116.750000 Penalty: 4918.780762
	Iteration 15Q: 3 clusters Score -2972117 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2972279.250000 Penalty: 4918.780762
	Iteration 16Q: 3 clusters Score -2972279 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2972360.750000 Penalty: 4918.780762
	Iteration 17Q: 3 clusters Score -2972361 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2972412.750000 Penalty: 4918.780762
	Iteration 18Q: 3 clusters Score -2972413 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2972449.250000 Penalty: 4918.780762
	Iteration 19Q: 3 clusters Score -2972449 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2972464.000000 Penalty: 4918.780762
	Iteration 20F: 3 clusters Score -2972464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2972472.500000 Penalty: 4918.780762
	Iteration 21Q: 3 clusters Score -2972472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2972482.250000 Penalty: 4918.780762
	Iteration 22Q: 3 clusters Score -2972482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2972493.250000 Penalty: 4918.780762
	Iteration 23Q: 3 clusters Score -2972493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2972503.000000 Penalty: 4918.780762
	Iteration 24Q: 3 clusters Score -2972503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2972503.500000 Penalty: 4918.780762
	Iteration 25Q: 3 clusters Score -2972504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2972507.750000 Penalty: 4918.780762
	Iteration 26Q: 3 clusters Score -2972508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2972505.000000 Penalty: 4918.780762
	Iteration 27Q: 3 clusters Score -2972505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2972510.000000 Penalty: 4918.780762
	Iteration 28Q: 3 clusters Score -2972510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2972510.000000 Penalty: 4918.780762
	Iteration 29Q: 3 clusters Score -2972510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2972510.250000 Penalty: 4918.780762
	Iteration 30Q: 3 clusters Score -2972510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2972517.000000 Penalty: 4918.780762
	Iteration 31Q: 3 clusters Score -2972517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2972518.000000 Penalty: 4918.780762
	Iteration 32Q: 3 clusters Score -2972518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2972516.500000 Penalty: 4918.780762
	Iteration 33Q: 3 clusters Score -2972516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2972515.500000 Penalty: 4918.780762
	Iteration 34Q: 3 clusters Score -2972516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2972517.250000 Penalty: 4918.780762
	Iteration 35Q: 3 clusters Score -2972517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2972517.250000 Penalty: 4918.780762
	Iteration 36F: 3 clusters Score -2972517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Entering Unmasked Estep 
Score: -5962759.500000 Penalty: 2647.126465
	Iteration 0F: 2 clusters Score -5962760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5933473.500000 Penalty: 5294.252930
	Iteration 0F: 3 clusters Score -5933474 nChanged 19862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -5944618.000000 Penalty: 5294.252930
	Iteration 1F: 3 clusters Score -5944618 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5945680.000000 Penalty: 5294.252930
	Iteration 2F: 3 clusters Score -5945680 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5947101.500000 Penalty: 5294.252930
	Iteration 3F: 3 clusters Score -5947102 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5948914.500000 Penalty: 5294.252930
	Iteration 4F: 3 clusters Score -5948914 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5951156.500000 Penalty: 5294.252930
	Iteration 5F: 3 clusters Score -5951156 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5953493.500000 Penalty: 5294.252930
	Iteration 6F: 3 clusters Score -5953494 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -5955585.000000 Penalty: 5294.252930
	Iteration 7F: 3 clusters Score -5955585 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5957107.000000 Penalty: 5294.252930
	Iteration 8Q: 3 clusters Score -5957107 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5958085.500000 Penalty: 5294.252930
	Iteration 9Q: 3 clusters Score -5958086 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -5958746.000000 Penalty: 5294.252930
	Iteration 10Q: 3 clusters Score -5958746 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5959195.500000 Penalty: 5294.252930
	Iteration 11Q: 3 clusters Score -5959196 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5959528.000000 Penalty: 5294.252930
	Iteration 12Q: 3 clusters Score -5959528 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5959786.500000 Penalty: 5294.252930
	Iteration 13Q: 3 clusters Score -5959786 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5959976.500000 Penalty: 5294.252930
	Iteration 14Q: 3 clusters Score -5959976 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5960094.500000 Penalty: 5294.252930
	Iteration 15Q: 3 clusters Score -5960094 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5960173.500000 Penalty: 5294.252930
	Iteration 16Q: 3 clusters Score -5960174 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5960244.500000 Penalty: 5294.252930
	Iteration 17Q: 3 clusters Score -5960244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5960306.500000 Penalty: 5294.252930
	Iteration 18Q: 3 clusters Score -5960306 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5960379.500000 Penalty: 5294.252930
	Iteration 19Q: 3 clusters Score -5960380 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5960427.000000 Penalty: 5294.252930
	Iteration 20F: 3 clusters Score -5960427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5960476.000000 Penalty: 5294.252930
	Iteration 21Q: 3 clusters Score -5960476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5960514.500000 Penalty: 5294.252930
	Iteration 22Q: 3 clusters Score -5960514 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5960557.000000 Penalty: 5294.252930
	Iteration 23Q: 3 clusters Score -5960557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5960590.500000 Penalty: 5294.252930
	Iteration 24Q: 3 clusters Score -5960590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5960631.000000 Penalty: 5294.252930
	Iteration 25Q: 3 clusters Score -5960631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5960656.500000 Penalty: 5294.252930
	Iteration 26Q: 3 clusters Score -5960656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5960669.500000 Penalty: 5294.252930
	Iteration 27Q: 3 clusters Score -5960670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5960680.000000 Penalty: 5294.252930
	Iteration 28Q: 3 clusters Score -5960680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5960676.500000 Penalty: 5294.252930
	Iteration 29Q: 3 clusters Score -5960676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5960687.000000 Penalty: 5294.252930
	Iteration 30Q: 3 clusters Score -5960687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5960690.500000 Penalty: 5294.252930
	Iteration 31Q: 3 clusters Score -5960690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5960703.000000 Penalty: 5294.252930
	Iteration 32Q: 3 clusters Score -5960703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5960694.000000 Penalty: 5294.252930
	Iteration 33Q: 3 clusters Score -5960694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5960708.000000 Penalty: 5294.252930
	Iteration 34Q: 3 clusters Score -5960708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5960711.000000 Penalty: 5294.252930
	Iteration 35Q: 3 clusters Score -5960711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5960716.500000 Penalty: 5294.252930
	Iteration 36Q: 3 clusters Score -5960716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5960716.000000 Penalty: 5294.252930
	Iteration 37Q: 3 clusters Score -5960716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5960721.500000 Penalty: 5294.252930
	Iteration 38Q: 3 clusters Score -5960722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5960723.000000 Penalty: 5294.252930
	Iteration 39Q: 3 clusters Score -5960723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5960726.500000 Penalty: 5294.252930
	Iteration 40F: 3 clusters Score -5960726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5960723.000000 Penalty: 5294.252930
	Iteration 41Q: 3 clusters Score -5960723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5960739.500000 Penalty: 5294.252930
	Iteration 42Q: 3 clusters Score -5960740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5960739.000000 Penalty: 5294.252930
	Iteration 43Q: 3 clusters Score -5960739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5960738.500000 Penalty: 5294.252930
	Iteration 44Q: 3 clusters Score -5960738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5960738.500000 Penalty: 5294.252930
	Iteration 45F: 3 clusters Score -5960738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -206457.468750 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -206457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -204566.375000 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -204566.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -207259.312500 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -207259.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -209599.171875 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -209599.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210627.156250 Penalty: 3696.966553
	Iteration 3F: 3 clusters Score -210627.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -210874.203125 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -210874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -210963.937500 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -210963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -210972.078125 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -210972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -210973.156250 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -210973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -210980.125000 Penalty: 3696.966553
	Iteration 8F: 3 clusters Score -210980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -211022.187500 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -211022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -211022.187500 Penalty: 3696.966553
	Iteration 10F: 3 clusters Score -211022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 38824 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34250 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 195509 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160604 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 43213 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 64842 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6268 members 
Mstep: Class 26 contains 13229 members 
Mstep: Class 27 contains 9693 members 
Mstep: Class 28 contains 13788 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 1271 members 
Entering Unmasked Estep 
Score: -95477784.000000 Penalty: 99711.382812
Splitting cluster 18 changes total score from -95474744.000000 to -95477784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (64842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Entering Unmasked Estep 
Score: -9570296.000000 Penalty: 2747.767822
	Iteration 0F: 2 clusters Score -9570296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -9527016.000000 Penalty: 5495.535645
	Iteration 0F: 3 clusters Score -9527016 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -9543979.000000 Penalty: 5495.535645
	Iteration 1F: 3 clusters Score -9543979 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -9544851.000000 Penalty: 5495.535645
	Iteration 2Q: 3 clusters Score -9544851 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -9545860.000000 Penalty: 5495.535645
	Iteration 3Q: 3 clusters Score -9545860 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -9547207.000000 Penalty: 5495.535645
	Iteration 4Q: 3 clusters Score -9547207 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -9548927.000000 Penalty: 5495.535645
	Iteration 5F: 3 clusters Score -9548927 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -9551248.000000 Penalty: 5495.535645
	Iteration 6F: 3 clusters Score -9551248 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -9554053.000000 Penalty: 5495.535645
	Iteration 7F: 3 clusters Score -9554053 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -9556900.000000 Penalty: 5495.535645
	Iteration 8F: 3 clusters Score -9556900 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -9559629.000000 Penalty: 5495.535645
	Iteration 9F: 3 clusters Score -9559629 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -9561836.000000 Penalty: 5495.535645
	Iteration 10Q: 3 clusters Score -9561836 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -9563539.000000 Penalty: 5495.535645
	Iteration 11Q: 3 clusters Score -9563539 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -9564654.000000 Penalty: 5495.535645
	Iteration 12Q: 3 clusters Score -9564654 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -9565462.000000 Penalty: 5495.535645
	Iteration 13Q: 3 clusters Score -9565462 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -9566118.000000 Penalty: 5495.535645
	Iteration 14Q: 3 clusters Score -9566118 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -9566655.000000 Penalty: 5495.535645
	Iteration 15Q: 3 clusters Score -9566655 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -9567024.000000 Penalty: 5495.535645
	Iteration 16Q: 3 clusters Score -9567024 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -9567390.000000 Penalty: 5495.535645
	Iteration 17Q: 3 clusters Score -9567390 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -9567759.000000 Penalty: 5495.535645
	Iteration 18Q: 3 clusters Score -9567759 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -9567993.000000 Penalty: 5495.535645
	Iteration 19Q: 3 clusters Score -9567993 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -9568174.000000 Penalty: 5495.535645
	Iteration 20F: 3 clusters Score -9568174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -9568318.000000 Penalty: 5495.535645
	Iteration 21Q: 3 clusters Score -9568318 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -9568435.000000 Penalty: 5495.535645
	Iteration 22Q: 3 clusters Score -9568435 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -9568545.000000 Penalty: 5495.535645
	Iteration 23Q: 3 clusters Score -9568545 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -9568615.000000 Penalty: 5495.535645
	Iteration 24Q: 3 clusters Score -9568615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -9568685.000000 Penalty: 5495.535645
	Iteration 25Q: 3 clusters Score -9568685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -9568757.000000 Penalty: 5495.535645
	Iteration 26Q: 3 clusters Score -9568757 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -9568827.000000 Penalty: 5495.535645
	Iteration 27Q: 3 clusters Score -9568827 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -9568887.000000 Penalty: 5495.535645
	Iteration 28Q: 3 clusters Score -9568887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -9568914.000000 Penalty: 5495.535645
	Iteration 29Q: 3 clusters Score -9568914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -9568914.000000 Penalty: 5495.535645
	Iteration 30Q: 3 clusters Score -9568914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -9568939.000000 Penalty: 5495.535645
	Iteration 31Q: 3 clusters Score -9568939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -9568935.000000 Penalty: 5495.535645
	Iteration 32Q: 3 clusters Score -9568935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -9568936.000000 Penalty: 5495.535645
	Iteration 33Q: 3 clusters Score -9568936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -9568938.000000 Penalty: 5495.535645
	Iteration 34Q: 3 clusters Score -9568938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -9568941.000000 Penalty: 5495.535645
	Iteration 35Q: 3 clusters Score -9568941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -9568942.000000 Penalty: 5495.535645
	Iteration 36Q: 3 clusters Score -9568942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -9568942.000000 Penalty: 5495.535645
	Iteration 37Q: 3 clusters Score -9568942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -9568957.000000 Penalty: 5495.535645
	Iteration 38Q: 3 clusters Score -9568957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -9568961.000000 Penalty: 5495.535645
	Iteration 39Q: 3 clusters Score -9568961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -9568957.000000 Penalty: 5495.535645
	Iteration 40F: 3 clusters Score -9568957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -9568958.000000 Penalty: 5495.535645
	Iteration 41Q: 3 clusters Score -9568958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -9568950.000000 Penalty: 5495.535645
	Iteration 42Q: 3 clusters Score -9568950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -9568956.000000 Penalty: 5495.535645
	Iteration 43Q: 3 clusters Score -9568956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -9568958.000000 Penalty: 5495.535645
	Iteration 44Q: 3 clusters Score -9568958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -9568952.000000 Penalty: 5495.535645
	Iteration 45Q: 3 clusters Score -9568952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -9568961.000000 Penalty: 5495.535645
	Iteration 46Q: 3 clusters Score -9568961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -9568960.000000 Penalty: 5495.535645
	Iteration 47Q: 3 clusters Score -9568960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -9568960.000000 Penalty: 5495.535645
	Iteration 48Q: 3 clusters Score -9568960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -9568961.000000 Penalty: 5495.535645
	Iteration 49Q: 3 clusters Score -9568961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -9568959.000000 Penalty: 5495.535645
	Iteration 50Q: 3 clusters Score -9568959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -9568962.000000 Penalty: 5495.535645
	Iteration 51Q: 3 clusters Score -9568962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -9568960.000000 Penalty: 5495.535645
	Iteration 52Q: 3 clusters Score -9568960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -9568957.000000 Penalty: 5495.535645
	Iteration 53Q: 3 clusters Score -9568957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -9568961.000000 Penalty: 5495.535645
	Iteration 54Q: 3 clusters Score -9568961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -9568956.000000 Penalty: 5495.535645
	Iteration 55Q: 3 clusters Score -9568956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -9568956.000000 Penalty: 5495.535645
	Iteration 56Q: 3 clusters Score -9568956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -9568956.000000 Penalty: 5495.535645
	Iteration 57Q: 3 clusters Score -9568956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -9568954.000000 Penalty: 5495.535645
	Iteration 58Q: 3 clusters Score -9568954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -9568954.000000 Penalty: 5495.535645
	Iteration 59F: 3 clusters Score -9568954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -73862.757812 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -73862.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72370.929688 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -72370.93 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73036.023438 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -73036.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73449.476562 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -73449.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -73822.226562 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -73822.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -73936.312500 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -73936.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -74040.593750 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -74040.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -74173.359375 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -74173.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -74283.125000 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -74283.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -74379.648438 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -74379.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -74415.484375 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -74415.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -74418.976562 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -74418.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -74426.132812 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -74426.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -74430.695312 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -74430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -74464.078125 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -74464.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -74464.078125 Penalty: 3200.216309
	Iteration 14F: 3 clusters Score -74464.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 38824 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34250 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 195509 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160604 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 43213 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 64842 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6268 members 
Mstep: Class 26 contains 13229 members 
Mstep: Class 27 contains 9693 members 
Mstep: Class 28 contains 13788 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 133 members 
Entering Unmasked Estep 
Score: -95476576.000000 Penalty: 103035.093750
Splitting cluster 20 changes total score from -95474744.000000 to -95476576.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -188989.171875 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -188989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186838.281250 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -186838.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -187149.453125 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -187149.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187233.750000 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -187233.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -187289.953125 Penalty: 3550.623047
	Iteration 3Q: 3 clusters Score -187290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187326.531250 Penalty: 3550.623047
	Iteration 4Q: 3 clusters Score -187326.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -187352.578125 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -187352.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -187368.500000 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -187368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -187375.031250 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -187375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -187379.281250 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -187379.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -187383.843750 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -187383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -187384.750000 Penalty: 3550.623047
	Iteration 10Q: 3 clusters Score -187384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -187385.453125 Penalty: 3550.623047
	Iteration 11Q: 3 clusters Score -187385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187389.062500 Penalty: 3550.623047
	Iteration 12Q: 3 clusters Score -187389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187392.281250 Penalty: 3550.623047
	Iteration 13Q: 3 clusters Score -187392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187394.250000 Penalty: 3550.623047
	Iteration 14Q: 3 clusters Score -187394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187397.937500 Penalty: 3550.623047
	Iteration 15Q: 3 clusters Score -187397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187399.015625 Penalty: 3550.623047
	Iteration 16Q: 3 clusters Score -187399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187399.640625 Penalty: 3550.623047
	Iteration 17Q: 3 clusters Score -187399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -187400.250000 Penalty: 3550.623047
	Iteration 18Q: 3 clusters Score -187400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -187401.953125 Penalty: 3550.623047
	Iteration 19Q: 3 clusters Score -187402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -187402.718750 Penalty: 3550.623047
	Iteration 20F: 3 clusters Score -187402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -187403.625000 Penalty: 3550.623047
	Iteration 21Q: 3 clusters Score -187403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -187404.703125 Penalty: 3550.623047
	Iteration 22Q: 3 clusters Score -187404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -187405.296875 Penalty: 3550.623047
	Iteration 23Q: 3 clusters Score -187405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187407.468750 Penalty: 3550.623047
	Iteration 24Q: 3 clusters Score -187407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187408.062500 Penalty: 3550.623047
	Iteration 25Q: 3 clusters Score -187408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187408.062500 Penalty: 3550.623047
	Iteration 26F: 3 clusters Score -187408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -136284.218750 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -136284.2 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 479 members 
Entering Unmasked Estep 
Score: -134395.062500 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -134395.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134683.328125 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -134683.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134753.078125 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -134753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134779.906250 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -134779.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134801.609375 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -134801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -134819.125000 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -134819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134844.312500 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -134844.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134865.500000 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -134865.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134873.031250 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -134873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134881.625000 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -134881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134891.968750 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -134892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134894.875000 Penalty: 3405.481934
	Iteration 11Q: 3 clusters Score -134894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134897.531250 Penalty: 3405.481934
	Iteration 12Q: 3 clusters Score -134897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134900.578125 Penalty: 3405.481934
	Iteration 13Q: 3 clusters Score -134900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134907.843750 Penalty: 3405.481934
	Iteration 14Q: 3 clusters Score -134907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134921.468750 Penalty: 3405.481934
	Iteration 15Q: 3 clusters Score -134921.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134942.718750 Penalty: 3405.481934
	Iteration 16Q: 3 clusters Score -134942.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134951.484375 Penalty: 3405.481934
	Iteration 17Q: 3 clusters Score -134951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134959.281250 Penalty: 3405.481934
	Iteration 18Q: 3 clusters Score -134959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134979.609375 Penalty: 3405.481934
	Iteration 19Q: 3 clusters Score -134979.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135003.609375 Penalty: 3405.481934
	Iteration 20F: 3 clusters Score -135003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135017.781250 Penalty: 3405.481934
	Iteration 21Q: 3 clusters Score -135017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135028.687500 Penalty: 3405.481934
	Iteration 22Q: 3 clusters Score -135028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135037.890625 Penalty: 3405.481934
	Iteration 23Q: 3 clusters Score -135037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135048.921875 Penalty: 3405.481934
	Iteration 24Q: 3 clusters Score -135048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135062.796875 Penalty: 3405.481934
	Iteration 25Q: 3 clusters Score -135062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135073.203125 Penalty: 3405.481934
	Iteration 26Q: 3 clusters Score -135073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135080.015625 Penalty: 3405.481934
	Iteration 27Q: 3 clusters Score -135080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135086.375000 Penalty: 3405.481934
	Iteration 28Q: 3 clusters Score -135086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135088.421875 Penalty: 3405.481934
	Iteration 29Q: 3 clusters Score -135088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135088.421875 Penalty: 3405.481934
	Iteration 30F: 3 clusters Score -135088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -893138.625000 Penalty: 2175.415039
	Iteration 0F: 2 clusters Score -893138.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -887730.500000 Penalty: 4350.830078
	Iteration 0F: 3 clusters Score -887730.5 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -889279.312500 Penalty: 4350.830078
	Iteration 1F: 3 clusters Score -889279.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -889662.875000 Penalty: 4350.830078
	Iteration 2F: 3 clusters Score -889662.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -889963.937500 Penalty: 4350.830078
	Iteration 3F: 3 clusters Score -889963.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -890230.187500 Penalty: 4350.830078
	Iteration 4F: 3 clusters Score -890230.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -890499.250000 Penalty: 4350.830078
	Iteration 5F: 3 clusters Score -890499.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -890715.875000 Penalty: 4350.830078
	Iteration 6Q: 3 clusters Score -890715.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -890897.000000 Penalty: 4350.830078
	Iteration 7Q: 3 clusters Score -890897 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -891053.562500 Penalty: 4350.830078
	Iteration 8Q: 3 clusters Score -891053.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -891172.437500 Penalty: 4350.830078
	Iteration 9Q: 3 clusters Score -891172.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -891272.125000 Penalty: 4350.830078
	Iteration 10Q: 3 clusters Score -891272.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -891367.312500 Penalty: 4350.830078
	Iteration 11Q: 3 clusters Score -891367.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -891435.062500 Penalty: 4350.830078
	Iteration 12Q: 3 clusters Score -891435.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -891484.812500 Penalty: 4350.830078
	Iteration 13Q: 3 clusters Score -891484.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -891524.500000 Penalty: 4350.830078
	Iteration 14Q: 3 clusters Score -891524.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -891557.000000 Penalty: 4350.830078
	Iteration 15Q: 3 clusters Score -891557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -891579.875000 Penalty: 4350.830078
	Iteration 16Q: 3 clusters Score -891579.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -891601.875000 Penalty: 4350.830078
	Iteration 17Q: 3 clusters Score -891601.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -891619.250000 Penalty: 4350.830078
	Iteration 18Q: 3 clusters Score -891619.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -891634.187500 Penalty: 4350.830078
	Iteration 19Q: 3 clusters Score -891634.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -891653.375000 Penalty: 4350.830078
	Iteration 20F: 3 clusters Score -891653.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -891667.750000 Penalty: 4350.830078
	Iteration 21Q: 3 clusters Score -891667.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -891687.687500 Penalty: 4350.830078
	Iteration 22Q: 3 clusters Score -891687.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -891700.937500 Penalty: 4350.830078
	Iteration 23Q: 3 clusters Score -891700.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -891713.875000 Penalty: 4350.830078
	Iteration 24Q: 3 clusters Score -891713.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -891724.312500 Penalty: 4350.830078
	Iteration 25Q: 3 clusters Score -891724.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -891737.875000 Penalty: 4350.830078
	Iteration 26Q: 3 clusters Score -891737.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -891754.312500 Penalty: 4350.830078
	Iteration 27Q: 3 clusters Score -891754.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -891767.125000 Penalty: 4350.830078
	Iteration 28Q: 3 clusters Score -891767.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -891778.312500 Penalty: 4350.830078
	Iteration 29Q: 3 clusters Score -891778.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -891789.875000 Penalty: 4350.830078
	Iteration 30Q: 3 clusters Score -891789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -891796.562500 Penalty: 4350.830078
	Iteration 31Q: 3 clusters Score -891796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -891804.312500 Penalty: 4350.830078
	Iteration 32Q: 3 clusters Score -891804.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -891809.875000 Penalty: 4350.830078
	Iteration 33Q: 3 clusters Score -891809.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -891818.437500 Penalty: 4350.830078
	Iteration 34Q: 3 clusters Score -891818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -891825.062500 Penalty: 4350.830078
	Iteration 35Q: 3 clusters Score -891825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -891829.500000 Penalty: 4350.830078
	Iteration 36Q: 3 clusters Score -891829.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -891831.687500 Penalty: 4350.830078
	Iteration 37Q: 3 clusters Score -891831.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -891835.937500 Penalty: 4350.830078
	Iteration 38Q: 3 clusters Score -891835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -891839.812500 Penalty: 4350.830078
	Iteration 39Q: 3 clusters Score -891839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -891842.500000 Penalty: 4350.830078
	Iteration 40F: 3 clusters Score -891842.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -891848.437500 Penalty: 4350.830078
	Iteration 41Q: 3 clusters Score -891848.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -891853.562500 Penalty: 4350.830078
	Iteration 42Q: 3 clusters Score -891853.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -891856.437500 Penalty: 4350.830078
	Iteration 43Q: 3 clusters Score -891856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -891859.250000 Penalty: 4350.830078
	Iteration 44Q: 3 clusters Score -891859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -891864.625000 Penalty: 4350.830078
	Iteration 45Q: 3 clusters Score -891864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -891868.375000 Penalty: 4350.830078
	Iteration 46Q: 3 clusters Score -891868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -891872.187500 Penalty: 4350.830078
	Iteration 47Q: 3 clusters Score -891872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -891876.937500 Penalty: 4350.830078
	Iteration 48Q: 3 clusters Score -891876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -891880.250000 Penalty: 4350.830078
	Iteration 49Q: 3 clusters Score -891880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -891884.562500 Penalty: 4350.830078
	Iteration 50Q: 3 clusters Score -891884.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -891887.625000 Penalty: 4350.830078
	Iteration 51Q: 3 clusters Score -891887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -891893.875000 Penalty: 4350.830078
	Iteration 52Q: 3 clusters Score -891893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -891896.875000 Penalty: 4350.830078
	Iteration 53Q: 3 clusters Score -891896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -891899.750000 Penalty: 4350.830078
	Iteration 54Q: 3 clusters Score -891899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -891902.312500 Penalty: 4350.830078
	Iteration 55Q: 3 clusters Score -891902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -891905.250000 Penalty: 4350.830078
	Iteration 56Q: 3 clusters Score -891905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -891905.625000 Penalty: 4350.830078
	Iteration 57Q: 3 clusters Score -891905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -891906.625000 Penalty: 4350.830078
	Iteration 58Q: 3 clusters Score -891906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -891909.312500 Penalty: 4350.830078
	Iteration 59Q: 3 clusters Score -891909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -891912.062500 Penalty: 4350.830078
	Iteration 60F: 3 clusters Score -891912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -891913.000000 Penalty: 4350.830078
	Iteration 61Q: 3 clusters Score -891913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -891914.312500 Penalty: 4350.830078
	Iteration 62Q: 3 clusters Score -891914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -891915.187500 Penalty: 4350.830078
	Iteration 63Q: 3 clusters Score -891915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -891915.187500 Penalty: 4350.830078
	Iteration 64F: 3 clusters Score -891915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -220242.750000 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -220242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217898.671875 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -217898.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -218433.531250 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -218433.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -218768.734375 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -218768.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -219042.828125 Penalty: 3661.533691
	Iteration 3F: 3 clusters Score -219042.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -219221.140625 Penalty: 3661.533691
	Iteration 4F: 3 clusters Score -219221.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -219337.906250 Penalty: 3661.533691
	Iteration 5Q: 3 clusters Score -219337.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -219431.343750 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -219431.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -219479.593750 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -219479.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -219511.921875 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -219511.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -219531.906250 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -219531.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -219545.625000 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -219545.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -219558.953125 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -219559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -219567.781250 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -219567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -219574.812500 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -219574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -219580.281250 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -219580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -219584.921875 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -219584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -219586.406250 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -219586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -219586.406250 Penalty: 3661.533691
	Iteration 17F: 3 clusters Score -219586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -868138.812500 Penalty: 2168.316650
	Iteration 0F: 2 clusters Score -868138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -862806.125000 Penalty: 4336.633301
	Iteration 0F: 3 clusters Score -862806.1 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -864085.000000 Penalty: 4336.633301
	Iteration 1F: 3 clusters Score -864085 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -864322.500000 Penalty: 4336.633301
	Iteration 2F: 3 clusters Score -864322.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -864476.312500 Penalty: 4336.633301
	Iteration 3F: 3 clusters Score -864476.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -864585.437500 Penalty: 4336.633301
	Iteration 4Q: 3 clusters Score -864585.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -864673.875000 Penalty: 4336.633301
	Iteration 5Q: 3 clusters Score -864673.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -864736.500000 Penalty: 4336.633301
	Iteration 6Q: 3 clusters Score -864736.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -864797.062500 Penalty: 4336.633301
	Iteration 7Q: 3 clusters Score -864797.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -864849.000000 Penalty: 4336.633301
	Iteration 8Q: 3 clusters Score -864849 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -864900.250000 Penalty: 4336.633301
	Iteration 9Q: 3 clusters Score -864900.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -864947.000000 Penalty: 4336.633301
	Iteration 10Q: 3 clusters Score -864947 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -864994.000000 Penalty: 4336.633301
	Iteration 11Q: 3 clusters Score -864994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -865036.812500 Penalty: 4336.633301
	Iteration 12Q: 3 clusters Score -865036.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -865084.125000 Penalty: 4336.633301
	Iteration 13Q: 3 clusters Score -865084.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -865141.625000 Penalty: 4336.633301
	Iteration 14Q: 3 clusters Score -865141.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -865190.875000 Penalty: 4336.633301
	Iteration 15Q: 3 clusters Score -865190.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -865233.125000 Penalty: 4336.633301
	Iteration 16Q: 3 clusters Score -865233.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -865265.062500 Penalty: 4336.633301
	Iteration 17Q: 3 clusters Score -865265.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -865300.875000 Penalty: 4336.633301
	Iteration 18Q: 3 clusters Score -865300.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -865326.500000 Penalty: 4336.633301
	Iteration 19Q: 3 clusters Score -865326.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -865353.562500 Penalty: 4336.633301
	Iteration 20F: 3 clusters Score -865353.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -865371.875000 Penalty: 4336.633301
	Iteration 21Q: 3 clusters Score -865371.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -865393.250000 Penalty: 4336.633301
	Iteration 22Q: 3 clusters Score -865393.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -865414.875000 Penalty: 4336.633301
	Iteration 23Q: 3 clusters Score -865414.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -865437.750000 Penalty: 4336.633301
	Iteration 24Q: 3 clusters Score -865437.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -865457.937500 Penalty: 4336.633301
	Iteration 25Q: 3 clusters Score -865457.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -865477.562500 Penalty: 4336.633301
	Iteration 26Q: 3 clusters Score -865477.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -865505.937500 Penalty: 4336.633301
	Iteration 27Q: 3 clusters Score -865505.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -865536.750000 Penalty: 4336.633301
	Iteration 28Q: 3 clusters Score -865536.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -865569.812500 Penalty: 4336.633301
	Iteration 29Q: 3 clusters Score -865569.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -865612.875000 Penalty: 4336.633301
	Iteration 30Q: 3 clusters Score -865612.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -865652.000000 Penalty: 4336.633301
	Iteration 31Q: 3 clusters Score -865652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -865686.562500 Penalty: 4336.633301
	Iteration 32Q: 3 clusters Score -865686.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -865717.375000 Penalty: 4336.633301
	Iteration 33Q: 3 clusters Score -865717.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -865749.937500 Penalty: 4336.633301
	Iteration 34Q: 3 clusters Score -865749.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -865788.125000 Penalty: 4336.633301
	Iteration 35Q: 3 clusters Score -865788.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -865831.375000 Penalty: 4336.633301
	Iteration 36Q: 3 clusters Score -865831.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -865866.250000 Penalty: 4336.633301
	Iteration 37Q: 3 clusters Score -865866.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -865893.375000 Penalty: 4336.633301
	Iteration 38Q: 3 clusters Score -865893.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -865911.937500 Penalty: 4336.633301
	Iteration 39Q: 3 clusters Score -865911.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -865929.625000 Penalty: 4336.633301
	Iteration 40F: 3 clusters Score -865929.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -865937.312500 Penalty: 4336.633301
	Iteration 41Q: 3 clusters Score -865937.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -865946.250000 Penalty: 4336.633301
	Iteration 42Q: 3 clusters Score -865946.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -865954.000000 Penalty: 4336.633301
	Iteration 43Q: 3 clusters Score -865954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -865963.812500 Penalty: 4336.633301
	Iteration 44Q: 3 clusters Score -865963.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -865974.562500 Penalty: 4336.633301
	Iteration 45Q: 3 clusters Score -865974.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -865987.562500 Penalty: 4336.633301
	Iteration 46Q: 3 clusters Score -865987.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -866001.062500 Penalty: 4336.633301
	Iteration 47Q: 3 clusters Score -866001.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -866014.625000 Penalty: 4336.633301
	Iteration 48Q: 3 clusters Score -866014.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -866027.312500 Penalty: 4336.633301
	Iteration 49Q: 3 clusters Score -866027.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -866039.437500 Penalty: 4336.633301
	Iteration 50Q: 3 clusters Score -866039.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -866051.500000 Penalty: 4336.633301
	Iteration 51Q: 3 clusters Score -866051.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -866059.875000 Penalty: 4336.633301
	Iteration 52Q: 3 clusters Score -866059.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -866072.062500 Penalty: 4336.633301
	Iteration 53Q: 3 clusters Score -866072.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -866081.312500 Penalty: 4336.633301
	Iteration 54Q: 3 clusters Score -866081.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -866091.750000 Penalty: 4336.633301
	Iteration 55Q: 3 clusters Score -866091.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -866107.500000 Penalty: 4336.633301
	Iteration 56Q: 3 clusters Score -866107.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -866117.625000 Penalty: 4336.633301
	Iteration 57Q: 3 clusters Score -866117.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -866127.812500 Penalty: 4336.633301
	Iteration 58Q: 3 clusters Score -866127.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -866132.937500 Penalty: 4336.633301
	Iteration 59Q: 3 clusters Score -866132.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -866139.875000 Penalty: 4336.633301
	Iteration 60F: 3 clusters Score -866139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -866142.500000 Penalty: 4336.633301
	Iteration 61Q: 3 clusters Score -866142.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -866143.437500 Penalty: 4336.633301
	Iteration 62Q: 3 clusters Score -866143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -866148.937500 Penalty: 4336.633301
	Iteration 63Q: 3 clusters Score -866148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -866151.312500 Penalty: 4336.633301
	Iteration 64Q: 3 clusters Score -866151.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -866154.437500 Penalty: 4336.633301
	Iteration 65Q: 3 clusters Score -866154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -866157.500000 Penalty: 4336.633301
	Iteration 66Q: 3 clusters Score -866157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -866159.562500 Penalty: 4336.633301
	Iteration 67Q: 3 clusters Score -866159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -866161.875000 Penalty: 4336.633301
	Iteration 68Q: 3 clusters Score -866161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -866163.687500 Penalty: 4336.633301
	Iteration 69Q: 3 clusters Score -866163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -866164.375000 Penalty: 4336.633301
	Iteration 70Q: 3 clusters Score -866164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -866166.375000 Penalty: 4336.633301
	Iteration 71Q: 3 clusters Score -866166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -866168.750000 Penalty: 4336.633301
	Iteration 72Q: 3 clusters Score -866168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -866171.937500 Penalty: 4336.633301
	Iteration 73Q: 3 clusters Score -866171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -866173.187500 Penalty: 4336.633301
	Iteration 74Q: 3 clusters Score -866173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -866172.937500 Penalty: 4336.633301
	Iteration 75Q: 3 clusters Score -866172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -866176.562500 Penalty: 4336.633301
	Iteration 76Q: 3 clusters Score -866176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -866179.500000 Penalty: 4336.633301
	Iteration 77Q: 3 clusters Score -866179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -866182.687500 Penalty: 4336.633301
	Iteration 78Q: 3 clusters Score -866182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -866183.062500 Penalty: 4336.633301
	Iteration 79Q: 3 clusters Score -866183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -866183.562500 Penalty: 4336.633301
	Iteration 80F: 3 clusters Score -866183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -866186.562500 Penalty: 4336.633301
	Iteration 81Q: 3 clusters Score -866186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -866185.562500 Penalty: 4336.633301
	Iteration 82Q: 3 clusters Score -866185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -866186.125000 Penalty: 4336.633301
	Iteration 83Q: 3 clusters Score -866186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -866187.375000 Penalty: 4336.633301
	Iteration 84Q: 3 clusters Score -866187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -866187.875000 Penalty: 4336.633301
	Iteration 85Q: 3 clusters Score -866187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -866187.875000 Penalty: 4336.633301
	Iteration 86F: 3 clusters Score -866187.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Entering Unmasked Estep 
Score: -1678335.000000 Penalty: 2353.561279
	Iteration 0F: 2 clusters Score -1678335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1668620.125000 Penalty: 4707.122559
	Iteration 0F: 3 clusters Score -1668620 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1671603.000000 Penalty: 4707.122559
	Iteration 1F: 3 clusters Score -1671603 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1672002.625000 Penalty: 4707.122559
	Iteration 2F: 3 clusters Score -1672003 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1672366.500000 Penalty: 4707.122559
	Iteration 3F: 3 clusters Score -1672366 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1672665.000000 Penalty: 4707.122559
	Iteration 4Q: 3 clusters Score -1672665 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1672915.250000 Penalty: 4707.122559
	Iteration 5Q: 3 clusters Score -1672915 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1673138.875000 Penalty: 4707.122559
	Iteration 6Q: 3 clusters Score -1673139 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1673322.000000 Penalty: 4707.122559
	Iteration 7Q: 3 clusters Score -1673322 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1673489.125000 Penalty: 4707.122559
	Iteration 8Q: 3 clusters Score -1673489 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1673669.250000 Penalty: 4707.122559
	Iteration 9Q: 3 clusters Score -1673669 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1673862.125000 Penalty: 4707.122559
	Iteration 10Q: 3 clusters Score -1673862 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1674036.875000 Penalty: 4707.122559
	Iteration 11Q: 3 clusters Score -1674037 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1674216.375000 Penalty: 4707.122559
	Iteration 12Q: 3 clusters Score -1674216 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1674404.625000 Penalty: 4707.122559
	Iteration 13Q: 3 clusters Score -1674405 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1674597.750000 Penalty: 4707.122559
	Iteration 14Q: 3 clusters Score -1674598 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1674763.125000 Penalty: 4707.122559
	Iteration 15Q: 3 clusters Score -1674763 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1674909.750000 Penalty: 4707.122559
	Iteration 16Q: 3 clusters Score -1674910 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1675068.125000 Penalty: 4707.122559
	Iteration 17Q: 3 clusters Score -1675068 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1675231.000000 Penalty: 4707.122559
	Iteration 18Q: 3 clusters Score -1675231 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1675375.500000 Penalty: 4707.122559
	Iteration 19Q: 3 clusters Score -1675376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1675523.750000 Penalty: 4707.122559
	Iteration 20F: 3 clusters Score -1675524 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1675666.250000 Penalty: 4707.122559
	Iteration 21Q: 3 clusters Score -1675666 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1675799.875000 Penalty: 4707.122559
	Iteration 22Q: 3 clusters Score -1675800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1675912.625000 Penalty: 4707.122559
	Iteration 23Q: 3 clusters Score -1675913 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1675997.750000 Penalty: 4707.122559
	Iteration 24Q: 3 clusters Score -1675998 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1676060.250000 Penalty: 4707.122559
	Iteration 25Q: 3 clusters Score -1676060 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1676122.500000 Penalty: 4707.122559
	Iteration 26Q: 3 clusters Score -1676122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1676175.500000 Penalty: 4707.122559
	Iteration 27Q: 3 clusters Score -1676176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1676230.000000 Penalty: 4707.122559
	Iteration 28Q: 3 clusters Score -1676230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1676270.750000 Penalty: 4707.122559
	Iteration 29Q: 3 clusters Score -1676271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1676316.250000 Penalty: 4707.122559
	Iteration 30Q: 3 clusters Score -1676316 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1676359.000000 Penalty: 4707.122559
	Iteration 31Q: 3 clusters Score -1676359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1676386.500000 Penalty: 4707.122559
	Iteration 32Q: 3 clusters Score -1676386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1676408.125000 Penalty: 4707.122559
	Iteration 33Q: 3 clusters Score -1676408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1676433.250000 Penalty: 4707.122559
	Iteration 34Q: 3 clusters Score -1676433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1676452.250000 Penalty: 4707.122559
	Iteration 35Q: 3 clusters Score -1676452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1676472.750000 Penalty: 4707.122559
	Iteration 36Q: 3 clusters Score -1676473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1676494.000000 Penalty: 4707.122559
	Iteration 37Q: 3 clusters Score -1676494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1676505.875000 Penalty: 4707.122559
	Iteration 38Q: 3 clusters Score -1676506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1676523.875000 Penalty: 4707.122559
	Iteration 39Q: 3 clusters Score -1676524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1676546.125000 Penalty: 4707.122559
	Iteration 40F: 3 clusters Score -1676546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1676564.375000 Penalty: 4707.122559
	Iteration 41Q: 3 clusters Score -1676564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1676581.625000 Penalty: 4707.122559
	Iteration 42Q: 3 clusters Score -1676582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1676588.875000 Penalty: 4707.122559
	Iteration 43Q: 3 clusters Score -1676589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1676598.250000 Penalty: 4707.122559
	Iteration 44Q: 3 clusters Score -1676598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1676599.125000 Penalty: 4707.122559
	Iteration 45Q: 3 clusters Score -1676599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1676600.000000 Penalty: 4707.122559
	Iteration 46Q: 3 clusters Score -1676600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1676601.750000 Penalty: 4707.122559
	Iteration 47Q: 3 clusters Score -1676602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1676604.500000 Penalty: 4707.122559
	Iteration 48Q: 3 clusters Score -1676604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1676606.250000 Penalty: 4707.122559
	Iteration 49Q: 3 clusters Score -1676606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1676611.750000 Penalty: 4707.122559
	Iteration 50Q: 3 clusters Score -1676612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1676610.750000 Penalty: 4707.122559
	Iteration 51Q: 3 clusters Score -1676611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1676613.250000 Penalty: 4707.122559
	Iteration 52Q: 3 clusters Score -1676613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1676611.625000 Penalty: 4707.122559
	Iteration 53Q: 3 clusters Score -1676612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1676614.250000 Penalty: 4707.122559
	Iteration 54Q: 3 clusters Score -1676614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1676614.250000 Penalty: 4707.122559
	Iteration 55F: 3 clusters Score -1676614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Entering Unmasked Estep 
Score: -1405823.625000 Penalty: 2276.431396
	Iteration 0F: 2 clusters Score -1405824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1398321.000000 Penalty: 4552.862793
	Iteration 0F: 3 clusters Score -1398321 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1400507.000000 Penalty: 4552.862793
	Iteration 1F: 3 clusters Score -1400507 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1400862.500000 Penalty: 4552.862793
	Iteration 2F: 3 clusters Score -1400862 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1401115.750000 Penalty: 4552.862793
	Iteration 3F: 3 clusters Score -1401116 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1401334.875000 Penalty: 4552.862793
	Iteration 4Q: 3 clusters Score -1401335 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1401556.000000 Penalty: 4552.862793
	Iteration 5Q: 3 clusters Score -1401556 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1401775.125000 Penalty: 4552.862793
	Iteration 6Q: 3 clusters Score -1401775 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1401980.375000 Penalty: 4552.862793
	Iteration 7Q: 3 clusters Score -1401980 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1402194.875000 Penalty: 4552.862793
	Iteration 8Q: 3 clusters Score -1402195 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1402401.000000 Penalty: 4552.862793
	Iteration 9Q: 3 clusters Score -1402401 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1402586.500000 Penalty: 4552.862793
	Iteration 10Q: 3 clusters Score -1402586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1402733.500000 Penalty: 4552.862793
	Iteration 11Q: 3 clusters Score -1402734 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1402887.875000 Penalty: 4552.862793
	Iteration 12Q: 3 clusters Score -1402888 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1403030.750000 Penalty: 4552.862793
	Iteration 13Q: 3 clusters Score -1403031 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1403163.500000 Penalty: 4552.862793
	Iteration 14Q: 3 clusters Score -1403164 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1403264.500000 Penalty: 4552.862793
	Iteration 15Q: 3 clusters Score -1403264 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1403357.750000 Penalty: 4552.862793
	Iteration 16Q: 3 clusters Score -1403358 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1403432.875000 Penalty: 4552.862793
	Iteration 17Q: 3 clusters Score -1403433 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1403486.625000 Penalty: 4552.862793
	Iteration 18Q: 3 clusters Score -1403487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1403536.750000 Penalty: 4552.862793
	Iteration 19Q: 3 clusters Score -1403537 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1403576.625000 Penalty: 4552.862793
	Iteration 20F: 3 clusters Score -1403577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1403625.750000 Penalty: 4552.862793
	Iteration 21Q: 3 clusters Score -1403626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1403658.750000 Penalty: 4552.862793
	Iteration 22Q: 3 clusters Score -1403659 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1403686.625000 Penalty: 4552.862793
	Iteration 23Q: 3 clusters Score -1403687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1403705.875000 Penalty: 4552.862793
	Iteration 24Q: 3 clusters Score -1403706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1403730.875000 Penalty: 4552.862793
	Iteration 25Q: 3 clusters Score -1403731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1403750.375000 Penalty: 4552.862793
	Iteration 26Q: 3 clusters Score -1403750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1403766.750000 Penalty: 4552.862793
	Iteration 27Q: 3 clusters Score -1403767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1403781.750000 Penalty: 4552.862793
	Iteration 28Q: 3 clusters Score -1403782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1403798.250000 Penalty: 4552.862793
	Iteration 29Q: 3 clusters Score -1403798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1403807.250000 Penalty: 4552.862793
	Iteration 30Q: 3 clusters Score -1403807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1403812.625000 Penalty: 4552.862793
	Iteration 31Q: 3 clusters Score -1403813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1403818.250000 Penalty: 4552.862793
	Iteration 32Q: 3 clusters Score -1403818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1403821.875000 Penalty: 4552.862793
	Iteration 33Q: 3 clusters Score -1403822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1403821.750000 Penalty: 4552.862793
	Iteration 34Q: 3 clusters Score -1403822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1403824.500000 Penalty: 4552.862793
	Iteration 35Q: 3 clusters Score -1403824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1403829.625000 Penalty: 4552.862793
	Iteration 36Q: 3 clusters Score -1403830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1403831.250000 Penalty: 4552.862793
	Iteration 37Q: 3 clusters Score -1403831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1403829.125000 Penalty: 4552.862793
	Iteration 38Q: 3 clusters Score -1403829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1403834.750000 Penalty: 4552.862793
	Iteration 39Q: 3 clusters Score -1403835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1403840.625000 Penalty: 4552.862793
	Iteration 40F: 3 clusters Score -1403841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1403842.250000 Penalty: 4552.862793
	Iteration 41Q: 3 clusters Score -1403842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1403846.500000 Penalty: 4552.862793
	Iteration 42Q: 3 clusters Score -1403846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1403847.000000 Penalty: 4552.862793
	Iteration 43Q: 3 clusters Score -1403847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1403848.500000 Penalty: 4552.862793
	Iteration 44Q: 3 clusters Score -1403848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1403851.500000 Penalty: 4552.862793
	Iteration 45Q: 3 clusters Score -1403852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1403854.250000 Penalty: 4552.862793
	Iteration 46Q: 3 clusters Score -1403854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1403858.875000 Penalty: 4552.862793
	Iteration 47Q: 3 clusters Score -1403859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1403860.750000 Penalty: 4552.862793
	Iteration 48Q: 3 clusters Score -1403861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1403859.375000 Penalty: 4552.862793
	Iteration 49Q: 3 clusters Score -1403859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1403861.125000 Penalty: 4552.862793
	Iteration 50Q: 3 clusters Score -1403861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1403864.625000 Penalty: 4552.862793
	Iteration 51Q: 3 clusters Score -1403865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1403866.125000 Penalty: 4552.862793
	Iteration 52Q: 3 clusters Score -1403866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1403863.750000 Penalty: 4552.862793
	Iteration 53Q: 3 clusters Score -1403864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1403866.000000 Penalty: 4552.862793
	Iteration 54Q: 3 clusters Score -1403866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1403870.625000 Penalty: 4552.862793
	Iteration 55Q: 3 clusters Score -1403871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1403876.625000 Penalty: 4552.862793
	Iteration 56Q: 3 clusters Score -1403877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1403885.875000 Penalty: 4552.862793
	Iteration 57Q: 3 clusters Score -1403886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1403892.250000 Penalty: 4552.862793
	Iteration 58Q: 3 clusters Score -1403892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1403893.250000 Penalty: 4552.862793
	Iteration 59Q: 3 clusters Score -1403893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1403897.500000 Penalty: 4552.862793
	Iteration 60F: 3 clusters Score -1403898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1403897.375000 Penalty: 4552.862793
	Iteration 61Q: 3 clusters Score -1403897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1403901.625000 Penalty: 4552.862793
	Iteration 62Q: 3 clusters Score -1403902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1403904.500000 Penalty: 4552.862793
	Iteration 63Q: 3 clusters Score -1403904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1403907.500000 Penalty: 4552.862793
	Iteration 64Q: 3 clusters Score -1403908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1403909.625000 Penalty: 4552.862793
	Iteration 65Q: 3 clusters Score -1403910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1403911.375000 Penalty: 4552.862793
	Iteration 66Q: 3 clusters Score -1403911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1403913.875000 Penalty: 4552.862793
	Iteration 67Q: 3 clusters Score -1403914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1403915.125000 Penalty: 4552.862793
	Iteration 68Q: 3 clusters Score -1403915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1403913.750000 Penalty: 4552.862793
	Iteration 69Q: 3 clusters Score -1403914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1403911.750000 Penalty: 4552.862793
	Iteration 70Q: 3 clusters Score -1403912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1403915.875000 Penalty: 4552.862793
	Iteration 71Q: 3 clusters Score -1403916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1403918.000000 Penalty: 4552.862793
	Iteration 72Q: 3 clusters Score -1403918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1403918.875000 Penalty: 4552.862793
	Iteration 73Q: 3 clusters Score -1403919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1403917.750000 Penalty: 4552.862793
	Iteration 74Q: 3 clusters Score -1403918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1403917.750000 Penalty: 4552.862793
	Iteration 75F: 3 clusters Score -1403918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Entering Unmasked Estep 
Score: -1966243.125000 Penalty: 2363.825439
	Iteration 0F: 2 clusters Score -1966243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1956092.000000 Penalty: 4727.650879
	Iteration 0F: 3 clusters Score -1956092 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1959270.750000 Penalty: 4727.650879
	Iteration 1F: 3 clusters Score -1959271 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1959700.125000 Penalty: 4727.650879
	Iteration 2F: 3 clusters Score -1959700 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1960186.625000 Penalty: 4727.650879
	Iteration 3F: 3 clusters Score -1960187 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1960856.750000 Penalty: 4727.650879
	Iteration 4F: 3 clusters Score -1960857 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1961739.750000 Penalty: 4727.650879
	Iteration 5F: 3 clusters Score -1961740 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1962657.000000 Penalty: 4727.650879
	Iteration 6F: 3 clusters Score -1962657 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1963564.000000 Penalty: 4727.650879
	Iteration 7F: 3 clusters Score -1963564 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1964340.500000 Penalty: 4727.650879
	Iteration 8F: 3 clusters Score -1964340 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1964858.875000 Penalty: 4727.650879
	Iteration 9Q: 3 clusters Score -1964859 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1965202.625000 Penalty: 4727.650879
	Iteration 10Q: 3 clusters Score -1965203 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1965425.375000 Penalty: 4727.650879
	Iteration 11Q: 3 clusters Score -1965425 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1965548.000000 Penalty: 4727.650879
	Iteration 12Q: 3 clusters Score -1965548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1965615.125000 Penalty: 4727.650879
	Iteration 13Q: 3 clusters Score -1965615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1965662.250000 Penalty: 4727.650879
	Iteration 14Q: 3 clusters Score -1965662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1965692.125000 Penalty: 4727.650879
	Iteration 15Q: 3 clusters Score -1965692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1965700.875000 Penalty: 4727.650879
	Iteration 16Q: 3 clusters Score -1965701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1965710.750000 Penalty: 4727.650879
	Iteration 17Q: 3 clusters Score -1965711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1965723.875000 Penalty: 4727.650879
	Iteration 18Q: 3 clusters Score -1965724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1965738.625000 Penalty: 4727.650879
	Iteration 19Q: 3 clusters Score -1965739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1965746.250000 Penalty: 4727.650879
	Iteration 20F: 3 clusters Score -1965746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1965747.500000 Penalty: 4727.650879
	Iteration 21Q: 3 clusters Score -1965748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1965754.250000 Penalty: 4727.650879
	Iteration 22Q: 3 clusters Score -1965754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1965761.375000 Penalty: 4727.650879
	Iteration 23Q: 3 clusters Score -1965761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1965762.250000 Penalty: 4727.650879
	Iteration 24Q: 3 clusters Score -1965762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1965766.000000 Penalty: 4727.650879
	Iteration 25Q: 3 clusters Score -1965766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1965765.000000 Penalty: 4727.650879
	Iteration 26Q: 3 clusters Score -1965765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1965769.875000 Penalty: 4727.650879
	Iteration 27Q: 3 clusters Score -1965770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1965767.750000 Penalty: 4727.650879
	Iteration 28Q: 3 clusters Score -1965768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1965767.500000 Penalty: 4727.650879
	Iteration 29Q: 3 clusters Score -1965768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1965765.750000 Penalty: 4727.650879
	Iteration 30Q: 3 clusters Score -1965766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1965765.750000 Penalty: 4727.650879
	Iteration 31Q: 3 clusters Score -1965766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1965765.625000 Penalty: 4727.650879
	Iteration 32Q: 3 clusters Score -1965766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1965767.500000 Penalty: 4727.650879
	Iteration 33Q: 3 clusters Score -1965768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1965773.750000 Penalty: 4727.650879
	Iteration 34Q: 3 clusters Score -1965774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1965776.000000 Penalty: 4727.650879
	Iteration 35Q: 3 clusters Score -1965776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1965772.250000 Penalty: 4727.650879
	Iteration 36Q: 3 clusters Score -1965772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1965773.750000 Penalty: 4727.650879
	Iteration 37Q: 3 clusters Score -1965774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1965772.500000 Penalty: 4727.650879
	Iteration 38Q: 3 clusters Score -1965772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1965773.000000 Penalty: 4727.650879
	Iteration 39Q: 3 clusters Score -1965773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1965776.875000 Penalty: 4727.650879
	Iteration 40F: 3 clusters Score -1965777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1965776.125000 Penalty: 4727.650879
	Iteration 41Q: 3 clusters Score -1965776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1965774.375000 Penalty: 4727.650879
	Iteration 42Q: 3 clusters Score -1965774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1965777.125000 Penalty: 4727.650879
	Iteration 43Q: 3 clusters Score -1965777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1965777.750000 Penalty: 4727.650879
	Iteration 44Q: 3 clusters Score -1965778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1965782.750000 Penalty: 4727.650879
	Iteration 45Q: 3 clusters Score -1965783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1965778.750000 Penalty: 4727.650879
	Iteration 46Q: 3 clusters Score -1965779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1965776.625000 Penalty: 4727.650879
	Iteration 47Q: 3 clusters Score -1965777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1965779.875000 Penalty: 4727.650879
	Iteration 48Q: 3 clusters Score -1965780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1965778.000000 Penalty: 4727.650879
	Iteration 49Q: 3 clusters Score -1965778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1965780.625000 Penalty: 4727.650879
	Iteration 50Q: 3 clusters Score -1965781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1965778.000000 Penalty: 4727.650879
	Iteration 51Q: 3 clusters Score -1965778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1965783.625000 Penalty: 4727.650879
	Iteration 52Q: 3 clusters Score -1965784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1965781.500000 Penalty: 4727.650879
	Iteration 53Q: 3 clusters Score -1965782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1965780.125000 Penalty: 4727.650879
	Iteration 54Q: 3 clusters Score -1965780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1965780.375000 Penalty: 4727.650879
	Iteration 55Q: 3 clusters Score -1965780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1965782.875000 Penalty: 4727.650879
	Iteration 56Q: 3 clusters Score -1965783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1965782.750000 Penalty: 4727.650879
	Iteration 57Q: 3 clusters Score -1965783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1965783.375000 Penalty: 4727.650879
	Iteration 58Q: 3 clusters Score -1965783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1965784.375000 Penalty: 4727.650879
	Iteration 59Q: 3 clusters Score -1965784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1965785.125000 Penalty: 4727.650879
	Iteration 60F: 3 clusters Score -1965785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -122443.562500 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -122443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120625.031250 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -120625 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121641.289062 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -121641.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -122416.359375 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -122416.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -122857.976562 Penalty: 3424.258545
	Iteration 3F: 3 clusters Score -122858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123169.585938 Penalty: 3424.258545
	Iteration 4Q: 3 clusters Score -123169.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123223.546875 Penalty: 3424.258545
	Iteration 5Q: 3 clusters Score -123223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -123229.414062 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -123229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123234.539062 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -123234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -123244.085938 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -123244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123246.375000 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -123246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123246.375000 Penalty: 3424.258545
	Iteration 10F: 3 clusters Score -123246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 38824 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34250 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 195509 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160604 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 43213 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 64842 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6268 members 
Mstep: Class 26 contains 13229 members 
Mstep: Class 27 contains 9693 members 
Mstep: Class 28 contains 13788 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 133 members 
Mstep: Class 32 contains 683 members 
Entering Unmasked Estep 
Score: -95475760.000000 Penalty: 106358.804688
Splitting cluster 29 changes total score from -95474744.000000 to -95475760.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 38824 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 34250 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 195509 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160604 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 43213 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 64842 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6268 members 
Mstep: Class 26 contains 13229 members 
Mstep: Class 27 contains 9693 members 
Mstep: Class 28 contains 13788 members 
Mstep: Class 29 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475848.000000 Penalty: 106358.804688
Iteration 79Q: 33 clusters Score -9.547585e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 14062 members 
Mstep: Class 5 contains 39200 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4196 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 34248 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 195431 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160676 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 19972 members 
Mstep: Class 17 contains 43187 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 64838 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6261 members 
Mstep: Class 26 contains 13226 members 
Mstep: Class 27 contains 9674 members 
Mstep: Class 28 contains 13769 members 
Mstep: Class 29 contains 314 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 134 members 
Mstep: Class 32 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476312.000000 Penalty: 106358.804688
Iteration 80F: 33 clusters Score -9.547631e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 39620 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 34247 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 195363 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160735 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 19644 members 
Mstep: Class 17 contains 43165 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 64829 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6442 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 6237 members 
Mstep: Class 26 contains 13227 members 
Mstep: Class 27 contains 9656 members 
Mstep: Class 28 contains 13752 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476808.000000 Penalty: 106358.804688
Iteration 81Q: 33 clusters Score -9.547681e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 40044 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34250 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 195299 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160748 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 19312 members 
Mstep: Class 17 contains 43139 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 64823 members 
Mstep: Class 20 contains 532 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6435 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6232 members 
Mstep: Class 26 contains 13229 members 
Mstep: Class 27 contains 9638 members 
Mstep: Class 28 contains 13721 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 216 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477160.000000 Penalty: 106358.804688
Iteration 82Q: 33 clusters Score -9.547716e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 40474 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 195224 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160784 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 18966 members 
Mstep: Class 17 contains 43098 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 64810 members 
Mstep: Class 20 contains 533 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6436 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6234 members 
Mstep: Class 26 contains 13230 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 13706 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 236 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477272.000000 Penalty: 106358.804688
Iteration 83Q: 33 clusters Score -9.547727e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 40933 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4202 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 34251 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 195144 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160819 members 
Mstep: Class 14 contains 2045 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 18574 members 
Mstep: Class 17 contains 43075 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 64791 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 13227 members 
Mstep: Class 27 contains 9601 members 
Mstep: Class 28 contains 13699 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 255 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477696.000000 Penalty: 106358.804688
Iteration 84Q: 33 clusters Score -9.54777e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 41394 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 195070 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160878 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 18181 members 
Mstep: Class 17 contains 43067 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 19 contains 64778 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6439 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6222 members 
Mstep: Class 26 contains 13222 members 
Mstep: Class 27 contains 9560 members 
Mstep: Class 28 contains 13682 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 261 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477888.000000 Penalty: 106358.804688
Iteration 85Q: 33 clusters Score -9.547789e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 14050 members 
Mstep: Class 5 contains 41842 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34244 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 194998 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160916 members 
Mstep: Class 14 contains 2047 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 17816 members 
Mstep: Class 17 contains 43054 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64771 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6441 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 13222 members 
Mstep: Class 27 contains 9510 members 
Mstep: Class 28 contains 13676 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478040.000000 Penalty: 106358.804688
Iteration 86Q: 33 clusters Score -9.547804e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 42248 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 4219 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34239 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 194927 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 160980 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 17476 members 
Mstep: Class 17 contains 43067 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64761 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 6441 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6199 members 
Mstep: Class 26 contains 13217 members 
Mstep: Class 27 contains 9446 members 
Mstep: Class 28 contains 13666 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478096.000000 Penalty: 106358.804688
Iteration 87Q: 33 clusters Score -9.54781e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 42657 members 
Mstep: Class 6 contains 7980 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 194849 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161046 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 17146 members 
Mstep: Class 17 contains 43068 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64767 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6443 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6189 members 
Mstep: Class 26 contains 13206 members 
Mstep: Class 27 contains 9384 members 
Mstep: Class 28 contains 13654 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478208.000000 Penalty: 106358.804688
Iteration 88Q: 33 clusters Score -9.547821e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 43054 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4237 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34231 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 194769 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161116 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 16806 members 
Mstep: Class 17 contains 43060 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64775 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6438 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 13204 members 
Mstep: Class 27 contains 9345 members 
Mstep: Class 28 contains 13643 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 271 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478384.000000 Penalty: 106358.804688
Iteration 89Q: 33 clusters Score -9.547838e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 14087 members 
Mstep: Class 5 contains 43447 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34229 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 194680 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161183 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 16486 members 
Mstep: Class 17 contains 43055 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64791 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6431 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6167 members 
Mstep: Class 26 contains 13203 members 
Mstep: Class 27 contains 9291 members 
Mstep: Class 28 contains 13624 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 275 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478792.000000 Penalty: 106358.804688
Iteration 90Q: 33 clusters Score -9.547879e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 14111 members 
Mstep: Class 5 contains 43852 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34228 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 194616 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161255 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 16155 members 
Mstep: Class 17 contains 43035 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64790 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6437 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 13201 members 
Mstep: Class 27 contains 9228 members 
Mstep: Class 28 contains 13599 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 279 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479072.000000 Penalty: 106358.804688
Iteration 91Q: 33 clusters Score -9.547907e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 14137 members 
Mstep: Class 5 contains 44218 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 194558 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161298 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 15835 members 
Mstep: Class 17 contains 43030 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64800 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6439 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 6150 members 
Mstep: Class 26 contains 13198 members 
Mstep: Class 27 contains 9191 members 
Mstep: Class 28 contains 13577 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479248.000000 Penalty: 106358.804688
Iteration 92Q: 33 clusters Score -9.547925e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 14178 members 
Mstep: Class 5 contains 44587 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4260 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34226 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 194504 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161333 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 15550 members 
Mstep: Class 17 contains 43013 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64799 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6434 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6143 members 
Mstep: Class 26 contains 13199 members 
Mstep: Class 27 contains 9124 members 
Mstep: Class 28 contains 13555 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 282 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479360.000000 Penalty: 106358.804688
Iteration 93Q: 33 clusters Score -9.547936e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 14216 members 
Mstep: Class 5 contains 44945 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4270 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34223 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 194439 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161366 members 
Mstep: Class 14 contains 2058 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 15292 members 
Mstep: Class 17 contains 42989 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64810 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6138 members 
Mstep: Class 26 contains 13193 members 
Mstep: Class 27 contains 9042 members 
Mstep: Class 28 contains 13544 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 282 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479376.000000 Penalty: 106358.804688
Iteration 94Q: 33 clusters Score -9.547938e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 45301 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4280 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34213 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 194394 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161390 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 42976 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64823 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6129 members 
Mstep: Class 26 contains 13182 members 
Mstep: Class 27 contains 8955 members 
Mstep: Class 28 contains 13543 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479768.000000 Penalty: 106358.804688
Iteration 95Q: 33 clusters Score -9.547977e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 45605 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34211 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 194332 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 161425 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 14835 members 
Mstep: Class 17 contains 42971 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64832 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6126 members 
Mstep: Class 26 contains 13175 members 
Mstep: Class 27 contains 8877 members 
Mstep: Class 28 contains 13538 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479976.000000 Penalty: 106358.804688
Iteration 96Q: 33 clusters Score -9.547998e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 14247 members 
Mstep: Class 5 contains 45878 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34212 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 194271 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161454 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 14662 members 
Mstep: Class 17 contains 42998 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64844 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6410 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6120 members 
Mstep: Class 26 contains 13170 members 
Mstep: Class 27 contains 8797 members 
Mstep: Class 28 contains 13524 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480256.000000 Penalty: 106358.804688
Iteration 97Q: 33 clusters Score -9.548026e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 14252 members 
Mstep: Class 5 contains 46121 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34210 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 194220 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161472 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 43012 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64847 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6399 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6114 members 
Mstep: Class 26 contains 13164 members 
Mstep: Class 27 contains 8753 members 
Mstep: Class 28 contains 13528 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480568.000000 Penalty: 106358.804688
Iteration 98Q: 33 clusters Score -9.548057e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 14270 members 
Mstep: Class 5 contains 46330 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4313 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34206 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 194156 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161503 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 14336 members 
Mstep: Class 17 contains 43018 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64844 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6397 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6114 members 
Mstep: Class 26 contains 13153 members 
Mstep: Class 27 contains 8713 members 
Mstep: Class 28 contains 13523 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480648.000000 Penalty: 106358.804688
Iteration 99Q: 33 clusters Score -9.548065e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 46503 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 34207 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 194106 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161529 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 14218 members 
Mstep: Class 17 contains 43031 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64848 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6394 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6111 members 
Mstep: Class 26 contains 13144 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 13524 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480872.000000 Penalty: 106358.804688
Iteration 100F: 33 clusters Score -9.548087e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 46644 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 34210 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 194060 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161552 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 14120 members 
Mstep: Class 17 contains 43043 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64849 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 6390 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6107 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 8651 members 
Mstep: Class 28 contains 13527 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 306 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 33 clusters Score -9.548109e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 14272 members 
Mstep: Class 5 contains 46755 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 34211 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 194028 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161560 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 14049 members 
Mstep: Class 17 contains 43060 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64846 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6390 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 6103 members 
Mstep: Class 26 contains 13122 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 13532 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481160.000000 Penalty: 106358.804688
Iteration 102Q: 33 clusters Score -9.548116e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 46854 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34215 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 193999 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161564 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 14001 members 
Mstep: Class 17 contains 43063 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64849 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6387 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6087 members 
Mstep: Class 26 contains 13120 members 
Mstep: Class 27 contains 8613 members 
Mstep: Class 28 contains 13533 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481224.000000 Penalty: 106358.804688
Iteration 103Q: 33 clusters Score -9.548122e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 14261 members 
Mstep: Class 5 contains 46955 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 34217 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 193961 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161588 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13965 members 
Mstep: Class 17 contains 43042 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64856 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 13120 members 
Mstep: Class 27 contains 8593 members 
Mstep: Class 28 contains 13530 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481280.000000 Penalty: 106358.804688
Iteration 104Q: 33 clusters Score -9.548128e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 47030 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 34216 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 193938 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161601 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 43036 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64856 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6383 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 13113 members 
Mstep: Class 27 contains 8576 members 
Mstep: Class 28 contains 13531 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481208.000000 Penalty: 106358.804688
Iteration 105Q: 33 clusters Score -9.548121e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 14260 members 
Mstep: Class 5 contains 47104 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34214 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 193924 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161605 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13891 members 
Mstep: Class 17 contains 43044 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64854 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6383 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 13107 members 
Mstep: Class 27 contains 8562 members 
Mstep: Class 28 contains 13529 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481224.000000 Penalty: 106358.804688
Iteration 106Q: 33 clusters Score -9.548122e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 47181 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34215 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 193914 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161598 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13857 members 
Mstep: Class 17 contains 43042 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64852 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6377 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6071 members 
Mstep: Class 26 contains 13105 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 13524 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481312.000000 Penalty: 106358.804688
Iteration 107Q: 33 clusters Score -9.548131e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 47243 members 
Mstep: Class 6 contains 7978 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34215 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 193904 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161597 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13828 members 
Mstep: Class 17 contains 43044 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64853 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6373 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6070 members 
Mstep: Class 26 contains 13103 members 
Mstep: Class 27 contains 8550 members 
Mstep: Class 28 contains 13522 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481392.000000 Penalty: 106358.804688
Iteration 108Q: 33 clusters Score -9.548139e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14250 members 
Mstep: Class 5 contains 47285 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34216 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 193888 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161609 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13807 members 
Mstep: Class 17 contains 43040 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64851 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6370 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 13101 members 
Mstep: Class 27 contains 8547 members 
Mstep: Class 28 contains 13523 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481432.000000 Penalty: 106358.804688
Iteration 109Q: 33 clusters Score -9.548143e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 47326 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34217 members 
Mstep: Class 10 contains 5324 members 
Mstep: Class 11 contains 193872 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161623 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13795 members 
Mstep: Class 17 contains 43032 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64853 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6075 members 
Mstep: Class 26 contains 13098 members 
Mstep: Class 27 contains 8540 members 
Mstep: Class 28 contains 13523 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481432.000000 Penalty: 106358.804688
Iteration 110Q: 33 clusters Score -9.548143e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 47355 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34219 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 193865 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161624 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 43024 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64856 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 13096 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 13521 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481496.000000 Penalty: 106358.804688
Iteration 111Q: 33 clusters Score -9.54815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14233 members 
Mstep: Class 5 contains 47373 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34221 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 193866 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161622 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13788 members 
Mstep: Class 17 contains 43024 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64855 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 13096 members 
Mstep: Class 27 contains 8526 members 
Mstep: Class 28 contains 13521 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481616.000000 Penalty: 106358.804688
Iteration 112Q: 33 clusters Score -9.548162e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14233 members 
Mstep: Class 5 contains 47395 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34222 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193857 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161626 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13784 members 
Mstep: Class 17 contains 43028 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64856 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 13095 members 
Mstep: Class 27 contains 8518 members 
Mstep: Class 28 contains 13518 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481592.000000 Penalty: 106358.804688
Iteration 113Q: 33 clusters Score -9.548159e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 47415 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34223 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193848 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161634 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13787 members 
Mstep: Class 17 contains 43029 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64859 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6075 members 
Mstep: Class 26 contains 13092 members 
Mstep: Class 27 contains 8514 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481576.000000 Penalty: 106358.804688
Iteration 114Q: 33 clusters Score -9.548158e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14230 members 
Mstep: Class 5 contains 47428 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34223 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193833 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161644 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13785 members 
Mstep: Class 17 contains 43031 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64858 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6348 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 13090 members 
Mstep: Class 27 contains 8509 members 
Mstep: Class 28 contains 13510 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481680.000000 Penalty: 106358.804688
Iteration 115Q: 33 clusters Score -9.548168e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14230 members 
Mstep: Class 5 contains 47438 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34223 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193821 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161651 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13782 members 
Mstep: Class 17 contains 43032 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64863 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 13085 members 
Mstep: Class 27 contains 8506 members 
Mstep: Class 28 contains 13509 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481688.000000 Penalty: 106358.804688
Iteration 116Q: 33 clusters Score -9.548169e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 47449 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193809 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161663 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13781 members 
Mstep: Class 17 contains 43030 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64865 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6080 members 
Mstep: Class 26 contains 13084 members 
Mstep: Class 27 contains 8497 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481672.000000 Penalty: 106358.804688
Iteration 117Q: 33 clusters Score -9.548167e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14223 members 
Mstep: Class 5 contains 47460 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193808 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161666 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13782 members 
Mstep: Class 17 contains 43029 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64867 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6080 members 
Mstep: Class 26 contains 13082 members 
Mstep: Class 27 contains 8491 members 
Mstep: Class 28 contains 13511 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481592.000000 Penalty: 106358.804688
Iteration 118Q: 33 clusters Score -9.548159e+07 nChanged 61
Entering ConstructFrom: 
Score: -95481592.000000 Penalty: 106358.804688
Entering ConstructFrom: 
Trying to split cluster 1 (6296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Entering Unmasked Estep 
Score: -902318.375000 Penalty: 2169.422119
	Iteration 0F: 2 clusters Score -902318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -896967.625000 Penalty: 4338.844238
	Iteration 0F: 3 clusters Score -896967.6 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -898446.125000 Penalty: 4338.844238
	Iteration 1F: 3 clusters Score -898446.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -898683.187500 Penalty: 4338.844238
	Iteration 2F: 3 clusters Score -898683.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -898862.250000 Penalty: 4338.844238
	Iteration 3F: 3 clusters Score -898862.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -898999.750000 Penalty: 4338.844238
	Iteration 4Q: 3 clusters Score -898999.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -899102.125000 Penalty: 4338.844238
	Iteration 5Q: 3 clusters Score -899102.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -899203.000000 Penalty: 4338.844238
	Iteration 6Q: 3 clusters Score -899203 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -899289.375000 Penalty: 4338.844238
	Iteration 7Q: 3 clusters Score -899289.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -899377.437500 Penalty: 4338.844238
	Iteration 8Q: 3 clusters Score -899377.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -899450.125000 Penalty: 4338.844238
	Iteration 9Q: 3 clusters Score -899450.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -899540.187500 Penalty: 4338.844238
	Iteration 10Q: 3 clusters Score -899540.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -899644.812500 Penalty: 4338.844238
	Iteration 11Q: 3 clusters Score -899644.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -899779.000000 Penalty: 4338.844238
	Iteration 12Q: 3 clusters Score -899779 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -899943.000000 Penalty: 4338.844238
	Iteration 13Q: 3 clusters Score -899943 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -900129.500000 Penalty: 4338.844238
	Iteration 14Q: 3 clusters Score -900129.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -900303.437500 Penalty: 4338.844238
	Iteration 15Q: 3 clusters Score -900303.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -900534.937500 Penalty: 4338.844238
	Iteration 16Q: 3 clusters Score -900534.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -900825.125000 Penalty: 4338.844238
	Iteration 17Q: 3 clusters Score -900825.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -901133.625000 Penalty: 4338.844238
	Iteration 18Q: 3 clusters Score -901133.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -901461.687500 Penalty: 4338.844238
	Iteration 19Q: 3 clusters Score -901461.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -901656.875000 Penalty: 4338.844238
	Iteration 20F: 3 clusters Score -901656.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -901731.437500 Penalty: 4338.844238
	Iteration 21Q: 3 clusters Score -901731.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -901778.812500 Penalty: 4338.844238
	Iteration 22Q: 3 clusters Score -901778.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -901803.312500 Penalty: 4338.844238
	Iteration 23Q: 3 clusters Score -901803.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -901814.875000 Penalty: 4338.844238
	Iteration 24Q: 3 clusters Score -901814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -901818.562500 Penalty: 4338.844238
	Iteration 25Q: 3 clusters Score -901818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -901822.687500 Penalty: 4338.844238
	Iteration 26Q: 3 clusters Score -901822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -901830.125000 Penalty: 4338.844238
	Iteration 27Q: 3 clusters Score -901830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -901834.250000 Penalty: 4338.844238
	Iteration 28Q: 3 clusters Score -901834.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -901837.937500 Penalty: 4338.844238
	Iteration 29Q: 3 clusters Score -901837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -901844.562500 Penalty: 4338.844238
	Iteration 30Q: 3 clusters Score -901844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -901849.250000 Penalty: 4338.844238
	Iteration 31Q: 3 clusters Score -901849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -901850.625000 Penalty: 4338.844238
	Iteration 32Q: 3 clusters Score -901850.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -901854.125000 Penalty: 4338.844238
	Iteration 33Q: 3 clusters Score -901854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -901856.000000 Penalty: 4338.844238
	Iteration 34Q: 3 clusters Score -901856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -901857.125000 Penalty: 4338.844238
	Iteration 35Q: 3 clusters Score -901857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -901856.312500 Penalty: 4338.844238
	Iteration 36Q: 3 clusters Score -901856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -901856.312500 Penalty: 4338.844238
	Iteration 37F: 3 clusters Score -901856.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -532697.375000 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -532697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -529040.687500 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -529040.7 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -529855.375000 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -529855.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -530075.812500 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -530075.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -530244.625000 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -530244.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -530376.125000 Penalty: 4065.432617
	Iteration 4Q: 3 clusters Score -530376.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -530479.000000 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -530479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -530580.562500 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -530580.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -530675.937500 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -530675.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -530755.687500 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -530755.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -530827.875000 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -530827.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -530893.812500 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -530893.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -530958.875000 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -530958.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -531040.250000 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -531040.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -531130.437500 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -531130.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -531217.875000 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -531217.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -531316.937500 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -531316.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -531408.250000 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -531408.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -531487.562500 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -531487.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -531558.375000 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -531558.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -531611.875000 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -531611.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -531647.625000 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -531647.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -531672.062500 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -531672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -531689.875000 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -531689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -531699.312500 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -531699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -531711.625000 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -531711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -531718.500000 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -531718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -531724.875000 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -531724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -531727.625000 Penalty: 4065.432617
	Iteration 27Q: 3 clusters Score -531727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -531727.625000 Penalty: 4065.432617
	Iteration 28F: 3 clusters Score -531727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -198671.671875 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -198671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196465.265625 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -196465.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196809.562500 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -196809.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -196910.046875 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -196910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196991.062500 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -196991.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -197043.312500 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -197043.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -197079.218750 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -197079.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -197100.515625 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -197100.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -197115.093750 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -197115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -197118.343750 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -197118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197122.234375 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -197122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -197125.234375 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -197125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197125.828125 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -197125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -197128.703125 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -197128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -197129.671875 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -197129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197130.312500 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -197130.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197130.312500 Penalty: 3575.098633
	Iteration 15F: 3 clusters Score -197130.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Entering Unmasked Estep 
Score: -2087488.250000 Penalty: 2371.458740
	Iteration 0F: 2 clusters Score -2087488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2077198.125000 Penalty: 4742.917480
	Iteration 0F: 3 clusters Score -2077198 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2080385.375000 Penalty: 4742.917480
	Iteration 1F: 3 clusters Score -2080385 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2080777.000000 Penalty: 4742.917480
	Iteration 2F: 3 clusters Score -2080777 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2081120.250000 Penalty: 4742.917480
	Iteration 3F: 3 clusters Score -2081120 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2081436.375000 Penalty: 4742.917480
	Iteration 4Q: 3 clusters Score -2081436 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2081789.500000 Penalty: 4742.917480
	Iteration 5Q: 3 clusters Score -2081790 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2082195.375000 Penalty: 4742.917480
	Iteration 6Q: 3 clusters Score -2082195 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2082673.375000 Penalty: 4742.917480
	Iteration 7Q: 3 clusters Score -2082673 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2083216.000000 Penalty: 4742.917480
	Iteration 8Q: 3 clusters Score -2083216 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2083782.500000 Penalty: 4742.917480
	Iteration 9Q: 3 clusters Score -2083782 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2084331.625000 Penalty: 4742.917480
	Iteration 10Q: 3 clusters Score -2084332 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2084947.500000 Penalty: 4742.917480
	Iteration 11Q: 3 clusters Score -2084948 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2085474.625000 Penalty: 4742.917480
	Iteration 12Q: 3 clusters Score -2085475 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2085807.875000 Penalty: 4742.917480
	Iteration 13Q: 3 clusters Score -2085808 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2086009.750000 Penalty: 4742.917480
	Iteration 14Q: 3 clusters Score -2086010 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2086117.125000 Penalty: 4742.917480
	Iteration 15Q: 3 clusters Score -2086117 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2086179.625000 Penalty: 4742.917480
	Iteration 16Q: 3 clusters Score -2086180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2086200.000000 Penalty: 4742.917480
	Iteration 17Q: 3 clusters Score -2086200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2086216.500000 Penalty: 4742.917480
	Iteration 18Q: 3 clusters Score -2086216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2086221.500000 Penalty: 4742.917480
	Iteration 19Q: 3 clusters Score -2086222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2086224.750000 Penalty: 4742.917480
	Iteration 20F: 3 clusters Score -2086225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2086222.375000 Penalty: 4742.917480
	Iteration 21Q: 3 clusters Score -2086222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2086223.250000 Penalty: 4742.917480
	Iteration 22Q: 3 clusters Score -2086223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2086227.000000 Penalty: 4742.917480
	Iteration 23Q: 3 clusters Score -2086227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2086227.875000 Penalty: 4742.917480
	Iteration 24Q: 3 clusters Score -2086228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2086229.375000 Penalty: 4742.917480
	Iteration 25Q: 3 clusters Score -2086229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2086228.250000 Penalty: 4742.917480
	Iteration 26Q: 3 clusters Score -2086228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2086230.750000 Penalty: 4742.917480
	Iteration 27Q: 3 clusters Score -2086231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2086226.875000 Penalty: 4742.917480
	Iteration 28Q: 3 clusters Score -2086227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2086225.250000 Penalty: 4742.917480
	Iteration 29Q: 3 clusters Score -2086225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2086231.375000 Penalty: 4742.917480
	Iteration 30Q: 3 clusters Score -2086231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2086231.875000 Penalty: 4742.917480
	Iteration 31Q: 3 clusters Score -2086232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2086231.750000 Penalty: 4742.917480
	Iteration 32Q: 3 clusters Score -2086232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2086231.750000 Penalty: 4742.917480
	Iteration 33F: 3 clusters Score -2086232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Entering Unmasked Estep 
Score: -6961663.500000 Penalty: 2670.422363
	Iteration 0F: 2 clusters Score -6961664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -6929635.000000 Penalty: 5340.844727
	Iteration 0F: 3 clusters Score -6929635 nChanged 21781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -6941887.500000 Penalty: 5340.844727
	Iteration 1F: 3 clusters Score -6941888 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -6942688.000000 Penalty: 5340.844727
	Iteration 2Q: 3 clusters Score -6942688 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -6943538.500000 Penalty: 5340.844727
	Iteration 3Q: 3 clusters Score -6943538 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6944518.000000 Penalty: 5340.844727
	Iteration 4Q: 3 clusters Score -6944518 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -6946019.500000 Penalty: 5340.844727
	Iteration 5F: 3 clusters Score -6946020 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -6947891.000000 Penalty: 5340.844727
	Iteration 6F: 3 clusters Score -6947891 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -6949844.000000 Penalty: 5340.844727
	Iteration 7F: 3 clusters Score -6949844 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6951753.000000 Penalty: 5340.844727
	Iteration 8F: 3 clusters Score -6951753 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -6953375.000000 Penalty: 5340.844727
	Iteration 9Q: 3 clusters Score -6953375 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -6954634.000000 Penalty: 5340.844727
	Iteration 10Q: 3 clusters Score -6954634 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -6955511.500000 Penalty: 5340.844727
	Iteration 11Q: 3 clusters Score -6955512 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -6956010.000000 Penalty: 5340.844727
	Iteration 12Q: 3 clusters Score -6956010 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -6956424.000000 Penalty: 5340.844727
	Iteration 13Q: 3 clusters Score -6956424 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -6956735.500000 Penalty: 5340.844727
	Iteration 14Q: 3 clusters Score -6956736 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -6957044.500000 Penalty: 5340.844727
	Iteration 15Q: 3 clusters Score -6957044 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -6957254.500000 Penalty: 5340.844727
	Iteration 16Q: 3 clusters Score -6957254 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -6957483.500000 Penalty: 5340.844727
	Iteration 17Q: 3 clusters Score -6957484 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6957690.500000 Penalty: 5340.844727
	Iteration 18Q: 3 clusters Score -6957690 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -6957893.000000 Penalty: 5340.844727
	Iteration 19Q: 3 clusters Score -6957893 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -6958064.500000 Penalty: 5340.844727
	Iteration 20F: 3 clusters Score -6958064 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -6958247.500000 Penalty: 5340.844727
	Iteration 21Q: 3 clusters Score -6958248 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -6958353.500000 Penalty: 5340.844727
	Iteration 22Q: 3 clusters Score -6958354 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -6958513.000000 Penalty: 5340.844727
	Iteration 23Q: 3 clusters Score -6958513 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -6958641.000000 Penalty: 5340.844727
	Iteration 24Q: 3 clusters Score -6958641 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -6958743.000000 Penalty: 5340.844727
	Iteration 25Q: 3 clusters Score -6958743 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -6958838.500000 Penalty: 5340.844727
	Iteration 26Q: 3 clusters Score -6958838 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6958945.500000 Penalty: 5340.844727
	Iteration 27Q: 3 clusters Score -6958946 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -6959036.000000 Penalty: 5340.844727
	Iteration 28Q: 3 clusters Score -6959036 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -6959090.500000 Penalty: 5340.844727
	Iteration 29Q: 3 clusters Score -6959090 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -6959137.500000 Penalty: 5340.844727
	Iteration 30Q: 3 clusters Score -6959138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6959197.500000 Penalty: 5340.844727
	Iteration 31Q: 3 clusters Score -6959198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -6959245.000000 Penalty: 5340.844727
	Iteration 32Q: 3 clusters Score -6959245 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6959271.000000 Penalty: 5340.844727
	Iteration 33Q: 3 clusters Score -6959271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6959294.500000 Penalty: 5340.844727
	Iteration 34Q: 3 clusters Score -6959294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -6959318.500000 Penalty: 5340.844727
	Iteration 35Q: 3 clusters Score -6959318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -6959335.000000 Penalty: 5340.844727
	Iteration 36Q: 3 clusters Score -6959335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -6959338.000000 Penalty: 5340.844727
	Iteration 37Q: 3 clusters Score -6959338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -6959329.000000 Penalty: 5340.844727
	Iteration 38Q: 3 clusters Score -6959329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6959340.500000 Penalty: 5340.844727
	Iteration 39Q: 3 clusters Score -6959340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6959347.500000 Penalty: 5340.844727
	Iteration 40F: 3 clusters Score -6959348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -6959348.500000 Penalty: 5340.844727
	Iteration 41Q: 3 clusters Score -6959348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -6959362.000000 Penalty: 5340.844727
	Iteration 42Q: 3 clusters Score -6959362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6959371.000000 Penalty: 5340.844727
	Iteration 43Q: 3 clusters Score -6959371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -6959376.000000 Penalty: 5340.844727
	Iteration 44Q: 3 clusters Score -6959376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -6959389.500000 Penalty: 5340.844727
	Iteration 45Q: 3 clusters Score -6959390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -6959390.000000 Penalty: 5340.844727
	Iteration 46Q: 3 clusters Score -6959390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -6959396.000000 Penalty: 5340.844727
	Iteration 47Q: 3 clusters Score -6959396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -6959380.000000 Penalty: 5340.844727
	Iteration 48Q: 3 clusters Score -6959380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6959395.500000 Penalty: 5340.844727
	Iteration 49Q: 3 clusters Score -6959396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6959405.500000 Penalty: 5340.844727
	Iteration 50Q: 3 clusters Score -6959406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6959410.500000 Penalty: 5340.844727
	Iteration 51Q: 3 clusters Score -6959410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -6959423.000000 Penalty: 5340.844727
	Iteration 52Q: 3 clusters Score -6959423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -6959424.000000 Penalty: 5340.844727
	Iteration 53Q: 3 clusters Score -6959424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -6959443.000000 Penalty: 5340.844727
	Iteration 54Q: 3 clusters Score -6959443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6959444.500000 Penalty: 5340.844727
	Iteration 55Q: 3 clusters Score -6959444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6959442.500000 Penalty: 5340.844727
	Iteration 56Q: 3 clusters Score -6959442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6959440.000000 Penalty: 5340.844727
	Iteration 57Q: 3 clusters Score -6959440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6959447.500000 Penalty: 5340.844727
	Iteration 58Q: 3 clusters Score -6959448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -6959454.000000 Penalty: 5340.844727
	Iteration 59Q: 3 clusters Score -6959454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -6959455.500000 Penalty: 5340.844727
	Iteration 60F: 3 clusters Score -6959456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -6959449.500000 Penalty: 5340.844727
	Iteration 61Q: 3 clusters Score -6959450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -6959461.500000 Penalty: 5340.844727
	Iteration 62Q: 3 clusters Score -6959462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6959461.500000 Penalty: 5340.844727
	Iteration 63Q: 3 clusters Score -6959462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6959466.000000 Penalty: 5340.844727
	Iteration 64Q: 3 clusters Score -6959466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6959466.000000 Penalty: 5340.844727
	Iteration 65Q: 3 clusters Score -6959466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6959465.500000 Penalty: 5340.844727
	Iteration 66Q: 3 clusters Score -6959466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6959467.000000 Penalty: 5340.844727
	Iteration 67Q: 3 clusters Score -6959467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6959465.500000 Penalty: 5340.844727
	Iteration 68Q: 3 clusters Score -6959466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6959465.500000 Penalty: 5340.844727
	Iteration 69F: 3 clusters Score -6959466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Entering Unmasked Estep 
Score: -1172241.375000 Penalty: 2228.017334
	Iteration 0F: 2 clusters Score -1172241 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 3913 members 
Entering Unmasked Estep 
Score: -1165882.750000 Penalty: 4456.034668
	Iteration 0F: 3 clusters Score -1165883 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1167580.125000 Penalty: 4456.034668
	Iteration 1F: 3 clusters Score -1167580 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1167873.875000 Penalty: 4456.034668
	Iteration 2F: 3 clusters Score -1167874 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1168134.250000 Penalty: 4456.034668
	Iteration 3F: 3 clusters Score -1168134 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1168363.250000 Penalty: 4456.034668
	Iteration 4Q: 3 clusters Score -1168363 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1168585.375000 Penalty: 4456.034668
	Iteration 5Q: 3 clusters Score -1168585 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1168792.375000 Penalty: 4456.034668
	Iteration 6Q: 3 clusters Score -1168792 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1168981.500000 Penalty: 4456.034668
	Iteration 7Q: 3 clusters Score -1168982 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1169169.875000 Penalty: 4456.034668
	Iteration 8Q: 3 clusters Score -1169170 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1169357.875000 Penalty: 4456.034668
	Iteration 9Q: 3 clusters Score -1169358 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1169528.750000 Penalty: 4456.034668
	Iteration 10Q: 3 clusters Score -1169529 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1169680.000000 Penalty: 4456.034668
	Iteration 11Q: 3 clusters Score -1169680 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1169833.125000 Penalty: 4456.034668
	Iteration 12Q: 3 clusters Score -1169833 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1169956.500000 Penalty: 4456.034668
	Iteration 13Q: 3 clusters Score -1169956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1170066.875000 Penalty: 4456.034668
	Iteration 14Q: 3 clusters Score -1170067 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1170168.875000 Penalty: 4456.034668
	Iteration 15Q: 3 clusters Score -1170169 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1170255.875000 Penalty: 4456.034668
	Iteration 16Q: 3 clusters Score -1170256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1170310.625000 Penalty: 4456.034668
	Iteration 17Q: 3 clusters Score -1170311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1170351.375000 Penalty: 4456.034668
	Iteration 18Q: 3 clusters Score -1170351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1170390.750000 Penalty: 4456.034668
	Iteration 19Q: 3 clusters Score -1170391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1170411.250000 Penalty: 4456.034668
	Iteration 20F: 3 clusters Score -1170411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1170436.000000 Penalty: 4456.034668
	Iteration 21Q: 3 clusters Score -1170436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1170448.875000 Penalty: 4456.034668
	Iteration 22Q: 3 clusters Score -1170449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1170464.875000 Penalty: 4456.034668
	Iteration 23Q: 3 clusters Score -1170465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1170471.875000 Penalty: 4456.034668
	Iteration 24Q: 3 clusters Score -1170472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1170477.375000 Penalty: 4456.034668
	Iteration 25Q: 3 clusters Score -1170477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1170480.750000 Penalty: 4456.034668
	Iteration 26Q: 3 clusters Score -1170481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1170488.375000 Penalty: 4456.034668
	Iteration 27Q: 3 clusters Score -1170488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1170491.500000 Penalty: 4456.034668
	Iteration 28Q: 3 clusters Score -1170492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1170493.875000 Penalty: 4456.034668
	Iteration 29Q: 3 clusters Score -1170494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1170503.125000 Penalty: 4456.034668
	Iteration 30Q: 3 clusters Score -1170503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1170511.625000 Penalty: 4456.034668
	Iteration 31Q: 3 clusters Score -1170512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1170518.000000 Penalty: 4456.034668
	Iteration 32Q: 3 clusters Score -1170518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1170529.500000 Penalty: 4456.034668
	Iteration 33Q: 3 clusters Score -1170530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1170534.375000 Penalty: 4456.034668
	Iteration 34Q: 3 clusters Score -1170534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1170550.125000 Penalty: 4456.034668
	Iteration 35Q: 3 clusters Score -1170550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1170557.500000 Penalty: 4456.034668
	Iteration 36Q: 3 clusters Score -1170558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1170569.125000 Penalty: 4456.034668
	Iteration 37Q: 3 clusters Score -1170569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1170575.250000 Penalty: 4456.034668
	Iteration 38Q: 3 clusters Score -1170575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1170579.625000 Penalty: 4456.034668
	Iteration 39Q: 3 clusters Score -1170580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1170581.000000 Penalty: 4456.034668
	Iteration 40F: 3 clusters Score -1170581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1170585.125000 Penalty: 4456.034668
	Iteration 41Q: 3 clusters Score -1170585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1170585.750000 Penalty: 4456.034668
	Iteration 42Q: 3 clusters Score -1170586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1170588.000000 Penalty: 4456.034668
	Iteration 43Q: 3 clusters Score -1170588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1170592.625000 Penalty: 4456.034668
	Iteration 44Q: 3 clusters Score -1170593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1170596.500000 Penalty: 4456.034668
	Iteration 45Q: 3 clusters Score -1170596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1170598.875000 Penalty: 4456.034668
	Iteration 46Q: 3 clusters Score -1170599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1170602.000000 Penalty: 4456.034668
	Iteration 47Q: 3 clusters Score -1170602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1170603.625000 Penalty: 4456.034668
	Iteration 48Q: 3 clusters Score -1170604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1170603.625000 Penalty: 4456.034668
	Iteration 49F: 3 clusters Score -1170604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -623877.500000 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -623877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -619834.250000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -619834.2 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -620809.687500 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -620809.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -621098.562500 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -621098.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -621307.437500 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -621307.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -621514.625000 Penalty: 4151.906250
	Iteration 4F: 3 clusters Score -621514.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -621672.500000 Penalty: 4151.906250
	Iteration 5F: 3 clusters Score -621672.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -621803.312500 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -621803.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -621952.562500 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -621952.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -622086.250000 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -622086.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -622190.687500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -622190.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -622307.750000 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -622307.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -622381.375000 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -622381.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -622438.437500 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -622438.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -622477.625000 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -622477.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -622512.562500 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -622512.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -622540.875000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -622540.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -622575.562500 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -622575.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -622602.937500 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -622602.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -622627.375000 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -622627.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -622643.000000 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -622643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -622650.687500 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -622650.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -622658.500000 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -622658.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -622661.687500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -622661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -622664.687500 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -622664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -622666.562500 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -622666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -622667.062500 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -622667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -622667.062500 Penalty: 4151.906250
	Iteration 26F: 3 clusters Score -622667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -43780.335938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -43780.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42471.585938 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -42471.59 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42749.761719 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -42749.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42794.308594 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -42794.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42812.640625 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -42812.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42819.050781 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -42819.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42819.921875 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -42819.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42820.699219 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -42820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42820.699219 Penalty: 3035.667480
	Iteration 7F: 3 clusters Score -42820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Entering Unmasked Estep 
Score: -5053842.500000 Penalty: 2589.289307
	Iteration 0F: 2 clusters Score -5053842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -5030579.000000 Penalty: 5178.578613
	Iteration 0F: 3 clusters Score -5030579 nChanged 15473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5038968.500000 Penalty: 5178.578613
	Iteration 1F: 3 clusters Score -5038968 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -5039527.500000 Penalty: 5178.578613
	Iteration 2Q: 3 clusters Score -5039528 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5040054.000000 Penalty: 5178.578613
	Iteration 3Q: 3 clusters Score -5040054 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5040677.500000 Penalty: 5178.578613
	Iteration 4Q: 3 clusters Score -5040678 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -5041462.500000 Penalty: 5178.578613
	Iteration 5Q: 3 clusters Score -5041462 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -5042399.000000 Penalty: 5178.578613
	Iteration 6F: 3 clusters Score -5042399 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5043516.000000 Penalty: 5178.578613
	Iteration 7F: 3 clusters Score -5043516 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5044627.000000 Penalty: 5178.578613
	Iteration 8F: 3 clusters Score -5044627 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -5045646.500000 Penalty: 5178.578613
	Iteration 9F: 3 clusters Score -5045646 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -5046560.000000 Penalty: 5178.578613
	Iteration 10Q: 3 clusters Score -5046560 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -5047334.000000 Penalty: 5178.578613
	Iteration 11Q: 3 clusters Score -5047334 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5048091.500000 Penalty: 5178.578613
	Iteration 12Q: 3 clusters Score -5048092 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -5049152.000000 Penalty: 5178.578613
	Iteration 13Q: 3 clusters Score -5049152 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -5050386.500000 Penalty: 5178.578613
	Iteration 14Q: 3 clusters Score -5050386 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5050779.000000 Penalty: 5178.578613
	Iteration 15Q: 3 clusters Score -5050779 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5050959.000000 Penalty: 5178.578613
	Iteration 16Q: 3 clusters Score -5050959 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -5051062.000000 Penalty: 5178.578613
	Iteration 17Q: 3 clusters Score -5051062 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -5051143.000000 Penalty: 5178.578613
	Iteration 18Q: 3 clusters Score -5051143 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -5051172.000000 Penalty: 5178.578613
	Iteration 19Q: 3 clusters Score -5051172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5051219.500000 Penalty: 5178.578613
	Iteration 20F: 3 clusters Score -5051220 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -5051277.500000 Penalty: 5178.578613
	Iteration 21Q: 3 clusters Score -5051278 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5051309.500000 Penalty: 5178.578613
	Iteration 22Q: 3 clusters Score -5051310 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -5051340.000000 Penalty: 5178.578613
	Iteration 23Q: 3 clusters Score -5051340 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5051353.000000 Penalty: 5178.578613
	Iteration 24Q: 3 clusters Score -5051353 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5051380.000000 Penalty: 5178.578613
	Iteration 25Q: 3 clusters Score -5051380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -5051398.500000 Penalty: 5178.578613
	Iteration 26Q: 3 clusters Score -5051398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -5051414.000000 Penalty: 5178.578613
	Iteration 27Q: 3 clusters Score -5051414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5051408.000000 Penalty: 5178.578613
	Iteration 28Q: 3 clusters Score -5051408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -5051422.500000 Penalty: 5178.578613
	Iteration 29Q: 3 clusters Score -5051422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -5051428.500000 Penalty: 5178.578613
	Iteration 30Q: 3 clusters Score -5051428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -5051435.500000 Penalty: 5178.578613
	Iteration 31Q: 3 clusters Score -5051436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5051443.000000 Penalty: 5178.578613
	Iteration 32Q: 3 clusters Score -5051443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5051438.000000 Penalty: 5178.578613
	Iteration 33Q: 3 clusters Score -5051438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -5051452.500000 Penalty: 5178.578613
	Iteration 34Q: 3 clusters Score -5051452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -5051454.500000 Penalty: 5178.578613
	Iteration 35Q: 3 clusters Score -5051454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -5051455.000000 Penalty: 5178.578613
	Iteration 36Q: 3 clusters Score -5051455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -5051465.500000 Penalty: 5178.578613
	Iteration 37Q: 3 clusters Score -5051466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -5051470.000000 Penalty: 5178.578613
	Iteration 38Q: 3 clusters Score -5051470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -5051471.500000 Penalty: 5178.578613
	Iteration 39Q: 3 clusters Score -5051472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -5051484.500000 Penalty: 5178.578613
	Iteration 40F: 3 clusters Score -5051484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -5051499.500000 Penalty: 5178.578613
	Iteration 41Q: 3 clusters Score -5051500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5051492.500000 Penalty: 5178.578613
	Iteration 42Q: 3 clusters Score -5051492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -5051483.000000 Penalty: 5178.578613
	Iteration 43Q: 3 clusters Score -5051483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -5051496.500000 Penalty: 5178.578613
	Iteration 44Q: 3 clusters Score -5051496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5051495.500000 Penalty: 5178.578613
	Iteration 45Q: 3 clusters Score -5051496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -5051514.000000 Penalty: 5178.578613
	Iteration 46Q: 3 clusters Score -5051514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -5051501.000000 Penalty: 5178.578613
	Iteration 47Q: 3 clusters Score -5051501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -5051516.000000 Penalty: 5178.578613
	Iteration 48Q: 3 clusters Score -5051516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -5051514.000000 Penalty: 5178.578613
	Iteration 49Q: 3 clusters Score -5051514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5051507.000000 Penalty: 5178.578613
	Iteration 50Q: 3 clusters Score -5051507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -5051510.000000 Penalty: 5178.578613
	Iteration 51Q: 3 clusters Score -5051510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -5051515.500000 Penalty: 5178.578613
	Iteration 52Q: 3 clusters Score -5051516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -5051514.000000 Penalty: 5178.578613
	Iteration 53Q: 3 clusters Score -5051514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -5051512.500000 Penalty: 5178.578613
	Iteration 54Q: 3 clusters Score -5051512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -5051514.000000 Penalty: 5178.578613
	Iteration 55Q: 3 clusters Score -5051514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -5051528.500000 Penalty: 5178.578613
	Iteration 56Q: 3 clusters Score -5051528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5051522.500000 Penalty: 5178.578613
	Iteration 57Q: 3 clusters Score -5051522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5051522.000000 Penalty: 5178.578613
	Iteration 58Q: 3 clusters Score -5051522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -5051516.000000 Penalty: 5178.578613
	Iteration 59Q: 3 clusters Score -5051516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -5051539.500000 Penalty: 5178.578613
	Iteration 60F: 3 clusters Score -5051540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5051530.500000 Penalty: 5178.578613
	Iteration 61Q: 3 clusters Score -5051530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5051523.000000 Penalty: 5178.578613
	Iteration 62Q: 3 clusters Score -5051523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5051522.500000 Penalty: 5178.578613
	Iteration 63Q: 3 clusters Score -5051522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -5051519.500000 Penalty: 5178.578613
	Iteration 64Q: 3 clusters Score -5051520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -5051523.500000 Penalty: 5178.578613
	Iteration 65Q: 3 clusters Score -5051524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5051523.000000 Penalty: 5178.578613
	Iteration 66Q: 3 clusters Score -5051523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -5051522.500000 Penalty: 5178.578613
	Iteration 67Q: 3 clusters Score -5051522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5051525.500000 Penalty: 5178.578613
	Iteration 68Q: 3 clusters Score -5051526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5051525.500000 Penalty: 5178.578613
	Iteration 69F: 3 clusters Score -5051526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Entering Unmasked Estep 
Score: -752154.500000 Penalty: 2127.741943
	Iteration 0F: 2 clusters Score -752154.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -747440.125000 Penalty: 4255.483887
	Iteration 0F: 3 clusters Score -747440.1 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -748596.437500 Penalty: 4255.483887
	Iteration 1F: 3 clusters Score -748596.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -748810.500000 Penalty: 4255.483887
	Iteration 2F: 3 clusters Score -748810.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -748952.125000 Penalty: 4255.483887
	Iteration 3Q: 3 clusters Score -748952.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -749068.937500 Penalty: 4255.483887
	Iteration 4Q: 3 clusters Score -749068.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -749142.000000 Penalty: 4255.483887
	Iteration 5Q: 3 clusters Score -749142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -749201.187500 Penalty: 4255.483887
	Iteration 6Q: 3 clusters Score -749201.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -749246.187500 Penalty: 4255.483887
	Iteration 7Q: 3 clusters Score -749246.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -749280.437500 Penalty: 4255.483887
	Iteration 8Q: 3 clusters Score -749280.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -749306.875000 Penalty: 4255.483887
	Iteration 9Q: 3 clusters Score -749306.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -749328.000000 Penalty: 4255.483887
	Iteration 10Q: 3 clusters Score -749328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -749348.125000 Penalty: 4255.483887
	Iteration 11Q: 3 clusters Score -749348.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -749363.625000 Penalty: 4255.483887
	Iteration 12Q: 3 clusters Score -749363.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -749384.687500 Penalty: 4255.483887
	Iteration 13Q: 3 clusters Score -749384.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -749414.125000 Penalty: 4255.483887
	Iteration 14Q: 3 clusters Score -749414.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -749439.625000 Penalty: 4255.483887
	Iteration 15Q: 3 clusters Score -749439.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -749458.562500 Penalty: 4255.483887
	Iteration 16Q: 3 clusters Score -749458.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -749482.875000 Penalty: 4255.483887
	Iteration 17Q: 3 clusters Score -749482.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -749508.750000 Penalty: 4255.483887
	Iteration 18Q: 3 clusters Score -749508.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -749534.062500 Penalty: 4255.483887
	Iteration 19Q: 3 clusters Score -749534.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -749562.750000 Penalty: 4255.483887
	Iteration 20F: 3 clusters Score -749562.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -749587.750000 Penalty: 4255.483887
	Iteration 21Q: 3 clusters Score -749587.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -749618.875000 Penalty: 4255.483887
	Iteration 22Q: 3 clusters Score -749618.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -749649.375000 Penalty: 4255.483887
	Iteration 23Q: 3 clusters Score -749649.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -749679.500000 Penalty: 4255.483887
	Iteration 24Q: 3 clusters Score -749679.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -749705.875000 Penalty: 4255.483887
	Iteration 25Q: 3 clusters Score -749705.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -749726.375000 Penalty: 4255.483887
	Iteration 26Q: 3 clusters Score -749726.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -749751.687500 Penalty: 4255.483887
	Iteration 27Q: 3 clusters Score -749751.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -749769.437500 Penalty: 4255.483887
	Iteration 28Q: 3 clusters Score -749769.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -749791.750000 Penalty: 4255.483887
	Iteration 29Q: 3 clusters Score -749791.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -749812.437500 Penalty: 4255.483887
	Iteration 30Q: 3 clusters Score -749812.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -749842.812500 Penalty: 4255.483887
	Iteration 31Q: 3 clusters Score -749842.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -749866.312500 Penalty: 4255.483887
	Iteration 32Q: 3 clusters Score -749866.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -749888.187500 Penalty: 4255.483887
	Iteration 33Q: 3 clusters Score -749888.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -749916.000000 Penalty: 4255.483887
	Iteration 34Q: 3 clusters Score -749916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -749943.187500 Penalty: 4255.483887
	Iteration 35Q: 3 clusters Score -749943.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -749967.937500 Penalty: 4255.483887
	Iteration 36Q: 3 clusters Score -749967.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -749982.750000 Penalty: 4255.483887
	Iteration 37Q: 3 clusters Score -749982.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -750000.000000 Penalty: 4255.483887
	Iteration 38Q: 3 clusters Score -750000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -750016.187500 Penalty: 4255.483887
	Iteration 39Q: 3 clusters Score -750016.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -750027.187500 Penalty: 4255.483887
	Iteration 40F: 3 clusters Score -750027.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -750033.625000 Penalty: 4255.483887
	Iteration 41Q: 3 clusters Score -750033.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -750045.312500 Penalty: 4255.483887
	Iteration 42Q: 3 clusters Score -750045.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -750052.500000 Penalty: 4255.483887
	Iteration 43Q: 3 clusters Score -750052.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -750060.125000 Penalty: 4255.483887
	Iteration 44Q: 3 clusters Score -750060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -750067.312500 Penalty: 4255.483887
	Iteration 45Q: 3 clusters Score -750067.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -750073.437500 Penalty: 4255.483887
	Iteration 46Q: 3 clusters Score -750073.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -750075.000000 Penalty: 4255.483887
	Iteration 47Q: 3 clusters Score -750075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -750078.187500 Penalty: 4255.483887
	Iteration 48Q: 3 clusters Score -750078.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -750082.125000 Penalty: 4255.483887
	Iteration 49Q: 3 clusters Score -750082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -750083.250000 Penalty: 4255.483887
	Iteration 50Q: 3 clusters Score -750083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -750087.812500 Penalty: 4255.483887
	Iteration 51Q: 3 clusters Score -750087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -750089.875000 Penalty: 4255.483887
	Iteration 52Q: 3 clusters Score -750089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -750092.875000 Penalty: 4255.483887
	Iteration 53Q: 3 clusters Score -750092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -750096.625000 Penalty: 4255.483887
	Iteration 54Q: 3 clusters Score -750096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -750097.875000 Penalty: 4255.483887
	Iteration 55Q: 3 clusters Score -750097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -750099.625000 Penalty: 4255.483887
	Iteration 56Q: 3 clusters Score -750099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -750101.750000 Penalty: 4255.483887
	Iteration 57Q: 3 clusters Score -750101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -750101.312500 Penalty: 4255.483887
	Iteration 58Q: 3 clusters Score -750101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -750104.437500 Penalty: 4255.483887
	Iteration 59Q: 3 clusters Score -750104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -750106.937500 Penalty: 4255.483887
	Iteration 60F: 3 clusters Score -750106.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -750111.437500 Penalty: 4255.483887
	Iteration 61Q: 3 clusters Score -750111.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -750114.125000 Penalty: 4255.483887
	Iteration 62Q: 3 clusters Score -750114.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -750119.125000 Penalty: 4255.483887
	Iteration 63Q: 3 clusters Score -750119.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -750124.375000 Penalty: 4255.483887
	Iteration 64Q: 3 clusters Score -750124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -750128.062500 Penalty: 4255.483887
	Iteration 65Q: 3 clusters Score -750128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -750134.250000 Penalty: 4255.483887
	Iteration 66Q: 3 clusters Score -750134.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -750141.625000 Penalty: 4255.483887
	Iteration 67Q: 3 clusters Score -750141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -750145.125000 Penalty: 4255.483887
	Iteration 68Q: 3 clusters Score -750145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -750147.875000 Penalty: 4255.483887
	Iteration 69Q: 3 clusters Score -750147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -750154.250000 Penalty: 4255.483887
	Iteration 70Q: 3 clusters Score -750154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -750159.562500 Penalty: 4255.483887
	Iteration 71Q: 3 clusters Score -750159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -750164.625000 Penalty: 4255.483887
	Iteration 72Q: 3 clusters Score -750164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -750170.875000 Penalty: 4255.483887
	Iteration 73Q: 3 clusters Score -750170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -750173.125000 Penalty: 4255.483887
	Iteration 74Q: 3 clusters Score -750173.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -750177.187500 Penalty: 4255.483887
	Iteration 75Q: 3 clusters Score -750177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -750182.187500 Penalty: 4255.483887
	Iteration 76Q: 3 clusters Score -750182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -750186.437500 Penalty: 4255.483887
	Iteration 77Q: 3 clusters Score -750186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -750186.312500 Penalty: 4255.483887
	Iteration 78Q: 3 clusters Score -750186.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -750188.500000 Penalty: 4255.483887
	Iteration 79Q: 3 clusters Score -750188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -750188.125000 Penalty: 4255.483887
	Iteration 80F: 3 clusters Score -750188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -750189.062500 Penalty: 4255.483887
	Iteration 81Q: 3 clusters Score -750189.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -750191.125000 Penalty: 4255.483887
	Iteration 82Q: 3 clusters Score -750191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -750192.937500 Penalty: 4255.483887
	Iteration 83Q: 3 clusters Score -750192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -750192.937500 Penalty: 4255.483887
	Iteration 84F: 3 clusters Score -750192.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (193802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193802 members 
Entering Unmasked Estep 
Score: -28971700.000000 Penalty: 3019.298828
	Iteration 0F: 2 clusters Score -2.89717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -28844570.000000 Penalty: 6038.597656
	Iteration 0F: 3 clusters Score -2.884457e+07 nChanged 92928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -28899990.000000 Penalty: 6038.597656
	Iteration 1F: 3 clusters Score -2.889999e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -28901526.000000 Penalty: 6038.597656
	Iteration 2Q: 3 clusters Score -2.890153e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -28904140.000000 Penalty: 6038.597656
	Iteration 3Q: 3 clusters Score -2.890414e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -28909172.000000 Penalty: 6038.597656
	Iteration 4F: 3 clusters Score -2.890917e+07 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 138609 members 
Entering Unmasked Estep 
Score: -28917968.000000 Penalty: 6038.597656
	Iteration 5F: 3 clusters Score -2.891797e+07 nChanged 17123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -28931568.000000 Penalty: 6038.597656
	Iteration 6F: 3 clusters Score -2.893157e+07 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -28947866.000000 Penalty: 6038.597656
	Iteration 7F: 3 clusters Score -2.894787e+07 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 185281 members 
Entering Unmasked Estep 
Score: -28960474.000000 Penalty: 6038.597656
	Iteration 8F: 3 clusters Score -2.896047e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 191075 members 
Entering Unmasked Estep 
Score: -28966256.000000 Penalty: 6038.597656
	Iteration 9Q: 3 clusters Score -2.896626e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 192949 members 
Entering Unmasked Estep 
Score: -28968270.000000 Penalty: 6038.597656
	Iteration 10Q: 3 clusters Score -2.896827e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 193393 members 
Entering Unmasked Estep 
Score: -28968712.000000 Penalty: 6038.597656
	Iteration 11Q: 3 clusters Score -2.896871e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 193507 members 
Entering Unmasked Estep 
Score: -28968838.000000 Penalty: 6038.597656
	Iteration 12Q: 3 clusters Score -2.896884e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193548 members 
Entering Unmasked Estep 
Score: -28968958.000000 Penalty: 6038.597656
	Iteration 13Q: 3 clusters Score -2.896896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 193558 members 
Entering Unmasked Estep 
Score: -28968974.000000 Penalty: 6038.597656
	Iteration 14Q: 3 clusters Score -2.896897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 193564 members 
Entering Unmasked Estep 
Score: -28969014.000000 Penalty: 6038.597656
	Iteration 15Q: 3 clusters Score -2.896901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193566 members 
Entering Unmasked Estep 
Score: -28969026.000000 Penalty: 6038.597656
	Iteration 16Q: 3 clusters Score -2.896903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 193569 members 
Entering Unmasked Estep 
Score: -28969040.000000 Penalty: 6038.597656
	Iteration 17Q: 3 clusters Score -2.896904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 193573 members 
Entering Unmasked Estep 
Score: -28969062.000000 Penalty: 6038.597656
	Iteration 18Q: 3 clusters Score -2.896906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193575 members 
Entering Unmasked Estep 
Score: -28969074.000000 Penalty: 6038.597656
	Iteration 19Q: 3 clusters Score -2.896907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193577 members 
Entering Unmasked Estep 
Score: -28969084.000000 Penalty: 6038.597656
	Iteration 20F: 3 clusters Score -2.896908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 193580 members 
Entering Unmasked Estep 
Score: -28969078.000000 Penalty: 6038.597656
	Iteration 21Q: 3 clusters Score -2.896908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 193582 members 
Entering Unmasked Estep 
Score: -28969082.000000 Penalty: 6038.597656
	Iteration 22Q: 3 clusters Score -2.896908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 193584 members 
Entering Unmasked Estep 
Score: -28969084.000000 Penalty: 6038.597656
	Iteration 23Q: 3 clusters Score -2.896908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193585 members 
Entering Unmasked Estep 
Score: -28969090.000000 Penalty: 6038.597656
	Iteration 24Q: 3 clusters Score -2.896909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193586 members 
Entering Unmasked Estep 
Score: -28969098.000000 Penalty: 6038.597656
	Iteration 25Q: 3 clusters Score -2.89691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193585 members 
Entering Unmasked Estep 
Score: -28969102.000000 Penalty: 6038.597656
	Iteration 26Q: 3 clusters Score -2.89691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -28969096.000000 Penalty: 6038.597656
	Iteration 27Q: 3 clusters Score -2.89691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 193584 members 
Entering Unmasked Estep 
Score: -28969096.000000 Penalty: 6038.597656
	Iteration 28Q: 3 clusters Score -2.89691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -28969102.000000 Penalty: 6038.597656
	Iteration 29Q: 3 clusters Score -2.89691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -28969102.000000 Penalty: 6038.597656
	Iteration 30F: 3 clusters Score -2.89691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -39673.847656 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -39673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38424.628906 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -38424.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38545.753906 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -38545.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38569.988281 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -38569.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38580.222656 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -38580.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38582.980469 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -38582.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38585.191406 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -38585.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38585.191406 Penalty: 2837.274658
	Iteration 6F: 3 clusters Score -38585.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Entering Unmasked Estep 
Score: -24104434.000000 Penalty: 2974.338623
	Iteration 0F: 2 clusters Score -2.410443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -24003160.000000 Penalty: 5948.677246
	Iteration 0F: 3 clusters Score -2.400316e+07 nChanged 77498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -24049602.000000 Penalty: 5948.677246
	Iteration 1F: 3 clusters Score -2.40496e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -24052034.000000 Penalty: 5948.677246
	Iteration 2Q: 3 clusters Score -2.405203e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -24054958.000000 Penalty: 5948.677246
	Iteration 3Q: 3 clusters Score -2.405496e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -24059286.000000 Penalty: 5948.677246
	Iteration 4F: 3 clusters Score -2.405929e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97460 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -24064590.000000 Penalty: 5948.677246
	Iteration 5F: 3 clusters Score -2.406459e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -24071612.000000 Penalty: 5948.677246
	Iteration 6F: 3 clusters Score -2.407161e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -24079136.000000 Penalty: 5948.677246
	Iteration 7F: 3 clusters Score -2.407914e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -24086262.000000 Penalty: 5948.677246
	Iteration 8F: 3 clusters Score -2.408626e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124069 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -24090994.000000 Penalty: 5948.677246
	Iteration 9Q: 3 clusters Score -2.409099e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -24093768.000000 Penalty: 5948.677246
	Iteration 10Q: 3 clusters Score -2.409377e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -24095280.000000 Penalty: 5948.677246
	Iteration 11Q: 3 clusters Score -2.409528e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134411 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -24096406.000000 Penalty: 5948.677246
	Iteration 12Q: 3 clusters Score -2.409641e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -24097184.000000 Penalty: 5948.677246
	Iteration 13Q: 3 clusters Score -2.409718e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -24097758.000000 Penalty: 5948.677246
	Iteration 14Q: 3 clusters Score -2.409776e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140978 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -24098192.000000 Penalty: 5948.677246
	Iteration 15Q: 3 clusters Score -2.409819e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -24098718.000000 Penalty: 5948.677246
	Iteration 16Q: 3 clusters Score -2.409872e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144212 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -24099130.000000 Penalty: 5948.677246
	Iteration 17Q: 3 clusters Score -2.409913e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -24099522.000000 Penalty: 5948.677246
	Iteration 18Q: 3 clusters Score -2.409952e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146780 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -24099880.000000 Penalty: 5948.677246
	Iteration 19Q: 3 clusters Score -2.409988e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147811 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -24100144.000000 Penalty: 5948.677246
	Iteration 20F: 3 clusters Score -2.410014e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -24100384.000000 Penalty: 5948.677246
	Iteration 21Q: 3 clusters Score -2.410038e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149591 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -24100464.000000 Penalty: 5948.677246
	Iteration 22Q: 3 clusters Score -2.410046e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -24100670.000000 Penalty: 5948.677246
	Iteration 23Q: 3 clusters Score -2.410067e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -24100852.000000 Penalty: 5948.677246
	Iteration 24Q: 3 clusters Score -2.410085e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -24101028.000000 Penalty: 5948.677246
	Iteration 25Q: 3 clusters Score -2.410103e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -24101096.000000 Penalty: 5948.677246
	Iteration 26Q: 3 clusters Score -2.41011e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -24101236.000000 Penalty: 5948.677246
	Iteration 27Q: 3 clusters Score -2.410124e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -24101284.000000 Penalty: 5948.677246
	Iteration 28Q: 3 clusters Score -2.410128e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -24101402.000000 Penalty: 5948.677246
	Iteration 29Q: 3 clusters Score -2.41014e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -24101432.000000 Penalty: 5948.677246
	Iteration 30Q: 3 clusters Score -2.410143e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -24101536.000000 Penalty: 5948.677246
	Iteration 31Q: 3 clusters Score -2.410154e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155291 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -24101672.000000 Penalty: 5948.677246
	Iteration 32Q: 3 clusters Score -2.410167e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155649 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -24101746.000000 Penalty: 5948.677246
	Iteration 33Q: 3 clusters Score -2.410175e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -24101758.000000 Penalty: 5948.677246
	Iteration 34Q: 3 clusters Score -2.410176e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -24101852.000000 Penalty: 5948.677246
	Iteration 35Q: 3 clusters Score -2.410185e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -24101964.000000 Penalty: 5948.677246
	Iteration 36Q: 3 clusters Score -2.410196e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156848 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -24102032.000000 Penalty: 5948.677246
	Iteration 37Q: 3 clusters Score -2.410203e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -24102130.000000 Penalty: 5948.677246
	Iteration 38Q: 3 clusters Score -2.410213e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -24102174.000000 Penalty: 5948.677246
	Iteration 39Q: 3 clusters Score -2.410217e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -24102242.000000 Penalty: 5948.677246
	Iteration 40F: 3 clusters Score -2.410224e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -24102290.000000 Penalty: 5948.677246
	Iteration 41Q: 3 clusters Score -2.410229e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -24102318.000000 Penalty: 5948.677246
	Iteration 42Q: 3 clusters Score -2.410232e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157887 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -24102306.000000 Penalty: 5948.677246
	Iteration 43Q: 3 clusters Score -2.410231e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -24102372.000000 Penalty: 5948.677246
	Iteration 44Q: 3 clusters Score -2.410237e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158165 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -24102392.000000 Penalty: 5948.677246
	Iteration 45Q: 3 clusters Score -2.410239e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -24102444.000000 Penalty: 5948.677246
	Iteration 46Q: 3 clusters Score -2.410244e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -24102468.000000 Penalty: 5948.677246
	Iteration 47Q: 3 clusters Score -2.410247e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -24102544.000000 Penalty: 5948.677246
	Iteration 48Q: 3 clusters Score -2.410254e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158558 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -24102600.000000 Penalty: 5948.677246
	Iteration 49Q: 3 clusters Score -2.41026e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -24102656.000000 Penalty: 5948.677246
	Iteration 50Q: 3 clusters Score -2.410266e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158720 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -24102692.000000 Penalty: 5948.677246
	Iteration 51Q: 3 clusters Score -2.410269e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158814 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -24102752.000000 Penalty: 5948.677246
	Iteration 52Q: 3 clusters Score -2.410275e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158904 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -24102808.000000 Penalty: 5948.677246
	Iteration 53Q: 3 clusters Score -2.410281e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -24102862.000000 Penalty: 5948.677246
	Iteration 54Q: 3 clusters Score -2.410286e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159043 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -24102894.000000 Penalty: 5948.677246
	Iteration 55Q: 3 clusters Score -2.410289e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -24102944.000000 Penalty: 5948.677246
	Iteration 56Q: 3 clusters Score -2.410294e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -24103012.000000 Penalty: 5948.677246
	Iteration 57Q: 3 clusters Score -2.410301e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -24103034.000000 Penalty: 5948.677246
	Iteration 58Q: 3 clusters Score -2.410303e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -24103128.000000 Penalty: 5948.677246
	Iteration 59Q: 3 clusters Score -2.410313e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24103238.000000 Penalty: 5948.677246
	Iteration 60F: 3 clusters Score -2.410324e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159392 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -24103302.000000 Penalty: 5948.677246
	Iteration 61Q: 3 clusters Score -2.41033e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -24103368.000000 Penalty: 5948.677246
	Iteration 62Q: 3 clusters Score -2.410337e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -24103428.000000 Penalty: 5948.677246
	Iteration 63Q: 3 clusters Score -2.410343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -24103452.000000 Penalty: 5948.677246
	Iteration 64Q: 3 clusters Score -2.410345e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -24103488.000000 Penalty: 5948.677246
	Iteration 65Q: 3 clusters Score -2.410349e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159426 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -24103480.000000 Penalty: 5948.677246
	Iteration 66Q: 3 clusters Score -2.410348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159420 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -24103490.000000 Penalty: 5948.677246
	Iteration 67Q: 3 clusters Score -2.410349e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159423 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -24103514.000000 Penalty: 5948.677246
	Iteration 68Q: 3 clusters Score -2.410351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -24103514.000000 Penalty: 5948.677246
	Iteration 69Q: 3 clusters Score -2.410351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159412 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -24103522.000000 Penalty: 5948.677246
	Iteration 70Q: 3 clusters Score -2.410352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24103522.000000 Penalty: 5948.677246
	Iteration 71Q: 3 clusters Score -2.410352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159401 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -24103538.000000 Penalty: 5948.677246
	Iteration 72Q: 3 clusters Score -2.410354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -24103540.000000 Penalty: 5948.677246
	Iteration 73Q: 3 clusters Score -2.410354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -24103556.000000 Penalty: 5948.677246
	Iteration 74Q: 3 clusters Score -2.410356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -24103548.000000 Penalty: 5948.677246
	Iteration 75Q: 3 clusters Score -2.410355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -24103556.000000 Penalty: 5948.677246
	Iteration 76Q: 3 clusters Score -2.410356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -24103572.000000 Penalty: 5948.677246
	Iteration 77Q: 3 clusters Score -2.410357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -24103570.000000 Penalty: 5948.677246
	Iteration 78Q: 3 clusters Score -2.410357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -24103564.000000 Penalty: 5948.677246
	Iteration 79Q: 3 clusters Score -2.410356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24103568.000000 Penalty: 5948.677246
	Iteration 80F: 3 clusters Score -2.410357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24103560.000000 Penalty: 5948.677246
	Iteration 81Q: 3 clusters Score -2.410356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -24103554.000000 Penalty: 5948.677246
	Iteration 82Q: 3 clusters Score -2.410355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -24103544.000000 Penalty: 5948.677246
	Iteration 83Q: 3 clusters Score -2.410354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24103534.000000 Penalty: 5948.677246
	Iteration 84Q: 3 clusters Score -2.410353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24103536.000000 Penalty: 5948.677246
	Iteration 85Q: 3 clusters Score -2.410354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24103536.000000 Penalty: 5948.677246
	Iteration 86F: 3 clusters Score -2.410354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -301840.250000 Penalty: 1891.751709
	Iteration 0F: 2 clusters Score -301840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -299180.093750 Penalty: 3783.503418
	Iteration 0F: 3 clusters Score -299180.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -299644.718750 Penalty: 3783.503418
	Iteration 1F: 3 clusters Score -299644.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -299778.281250 Penalty: 3783.503418
	Iteration 2F: 3 clusters Score -299778.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -299860.593750 Penalty: 3783.503418
	Iteration 3Q: 3 clusters Score -299860.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -299907.531250 Penalty: 3783.503418
	Iteration 4Q: 3 clusters Score -299907.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -299942.000000 Penalty: 3783.503418
	Iteration 5Q: 3 clusters Score -299942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -299966.500000 Penalty: 3783.503418
	Iteration 6Q: 3 clusters Score -299966.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -299982.468750 Penalty: 3783.503418
	Iteration 7Q: 3 clusters Score -299982.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -299994.343750 Penalty: 3783.503418
	Iteration 8Q: 3 clusters Score -299994.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -300000.468750 Penalty: 3783.503418
	Iteration 9Q: 3 clusters Score -300000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -300003.937500 Penalty: 3783.503418
	Iteration 10Q: 3 clusters Score -300003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -300005.812500 Penalty: 3783.503418
	Iteration 11Q: 3 clusters Score -300005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -300007.468750 Penalty: 3783.503418
	Iteration 12Q: 3 clusters Score -300007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -300008.968750 Penalty: 3783.503418
	Iteration 13Q: 3 clusters Score -300009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -300010.093750 Penalty: 3783.503418
	Iteration 14Q: 3 clusters Score -300010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -300010.937500 Penalty: 3783.503418
	Iteration 15Q: 3 clusters Score -300010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -300010.937500 Penalty: 3783.503418
	Iteration 16F: 3 clusters Score -300010.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -188311.203125 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -188311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -185969.281250 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -185969.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -186397.234375 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -186397.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -186534.218750 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -186534.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -186640.593750 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -186640.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -186759.421875 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -186759.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -186880.843750 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -186880.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -186989.218750 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -186989.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -187076.968750 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -187077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -187129.250000 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -187129.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187190.593750 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -187190.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -187233.750000 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -187233.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -187259.156250 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -187259.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -187275.234375 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -187275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -187286.234375 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -187286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -187295.328125 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -187295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -187309.421875 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -187309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -187329.093750 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -187329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -187336.500000 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -187336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -187341.078125 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -187341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -187341.328125 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -187341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -187344.078125 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -187344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -187347.796875 Penalty: 3663.689453
	Iteration 21Q: 3 clusters Score -187347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -187354.515625 Penalty: 3663.689453
	Iteration 22Q: 3 clusters Score -187354.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -187362.125000 Penalty: 3663.689453
	Iteration 23Q: 3 clusters Score -187362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -187367.843750 Penalty: 3663.689453
	Iteration 24Q: 3 clusters Score -187367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -187376.656250 Penalty: 3663.689453
	Iteration 25Q: 3 clusters Score -187376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -187381.953125 Penalty: 3663.689453
	Iteration 26Q: 3 clusters Score -187382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -187385.734375 Penalty: 3663.689453
	Iteration 27Q: 3 clusters Score -187385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -187385.734375 Penalty: 3663.689453
	Iteration 28F: 3 clusters Score -187385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Entering Unmasked Estep 
Score: -2027393.250000 Penalty: 2363.789551
	Iteration 0F: 2 clusters Score -2027393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2017277.750000 Penalty: 4727.579102
	Iteration 0F: 3 clusters Score -2017278 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2020471.875000 Penalty: 4727.579102
	Iteration 1F: 3 clusters Score -2020472 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2020864.000000 Penalty: 4727.579102
	Iteration 2F: 3 clusters Score -2020864 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2021220.000000 Penalty: 4727.579102
	Iteration 3F: 3 clusters Score -2021220 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2021551.875000 Penalty: 4727.579102
	Iteration 4Q: 3 clusters Score -2021552 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2021874.000000 Penalty: 4727.579102
	Iteration 5Q: 3 clusters Score -2021874 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2022205.250000 Penalty: 4727.579102
	Iteration 6Q: 3 clusters Score -2022205 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2022540.875000 Penalty: 4727.579102
	Iteration 7Q: 3 clusters Score -2022541 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2022836.125000 Penalty: 4727.579102
	Iteration 8Q: 3 clusters Score -2022836 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2023143.375000 Penalty: 4727.579102
	Iteration 9Q: 3 clusters Score -2023143 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2023432.000000 Penalty: 4727.579102
	Iteration 10Q: 3 clusters Score -2023432 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2023735.375000 Penalty: 4727.579102
	Iteration 11Q: 3 clusters Score -2023735 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2023997.500000 Penalty: 4727.579102
	Iteration 12Q: 3 clusters Score -2023998 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2024242.625000 Penalty: 4727.579102
	Iteration 13Q: 3 clusters Score -2024243 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2024484.625000 Penalty: 4727.579102
	Iteration 14Q: 3 clusters Score -2024485 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2024709.125000 Penalty: 4727.579102
	Iteration 15Q: 3 clusters Score -2024709 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2024878.625000 Penalty: 4727.579102
	Iteration 16Q: 3 clusters Score -2024879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2024986.250000 Penalty: 4727.579102
	Iteration 17Q: 3 clusters Score -2024986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2025061.250000 Penalty: 4727.579102
	Iteration 18Q: 3 clusters Score -2025061 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2025140.875000 Penalty: 4727.579102
	Iteration 19Q: 3 clusters Score -2025141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2025198.750000 Penalty: 4727.579102
	Iteration 20F: 3 clusters Score -2025199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2025239.750000 Penalty: 4727.579102
	Iteration 21Q: 3 clusters Score -2025240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2025262.625000 Penalty: 4727.579102
	Iteration 22Q: 3 clusters Score -2025263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2025279.625000 Penalty: 4727.579102
	Iteration 23Q: 3 clusters Score -2025280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2025299.250000 Penalty: 4727.579102
	Iteration 24Q: 3 clusters Score -2025299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2025315.500000 Penalty: 4727.579102
	Iteration 25Q: 3 clusters Score -2025316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2025327.625000 Penalty: 4727.579102
	Iteration 26Q: 3 clusters Score -2025328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2025342.250000 Penalty: 4727.579102
	Iteration 27Q: 3 clusters Score -2025342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2025355.125000 Penalty: 4727.579102
	Iteration 28Q: 3 clusters Score -2025355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2025363.000000 Penalty: 4727.579102
	Iteration 29Q: 3 clusters Score -2025363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2025366.750000 Penalty: 4727.579102
	Iteration 30Q: 3 clusters Score -2025367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2025368.625000 Penalty: 4727.579102
	Iteration 31Q: 3 clusters Score -2025369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2025368.500000 Penalty: 4727.579102
	Iteration 32Q: 3 clusters Score -2025368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2025369.625000 Penalty: 4727.579102
	Iteration 33Q: 3 clusters Score -2025370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2025369.250000 Penalty: 4727.579102
	Iteration 34Q: 3 clusters Score -2025369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2025367.750000 Penalty: 4727.579102
	Iteration 35Q: 3 clusters Score -2025368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2025371.750000 Penalty: 4727.579102
	Iteration 36Q: 3 clusters Score -2025372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2025371.750000 Penalty: 4727.579102
	Iteration 37F: 3 clusters Score -2025372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Entering Unmasked Estep 
Score: -5935627.000000 Penalty: 2646.108398
	Iteration 0F: 2 clusters Score -5935627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5906710.000000 Penalty: 5292.216797
	Iteration 0F: 3 clusters Score -5906710 nChanged 19551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5917371.500000 Penalty: 5292.216797
	Iteration 1F: 3 clusters Score -5917372 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5918020.000000 Penalty: 5292.216797
	Iteration 2Q: 3 clusters Score -5918020 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -5918614.500000 Penalty: 5292.216797
	Iteration 3Q: 3 clusters Score -5918614 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5919213.500000 Penalty: 5292.216797
	Iteration 4Q: 3 clusters Score -5919214 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -5919834.500000 Penalty: 5292.216797
	Iteration 5Q: 3 clusters Score -5919834 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5920445.000000 Penalty: 5292.216797
	Iteration 6Q: 3 clusters Score -5920445 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5921205.000000 Penalty: 5292.216797
	Iteration 7Q: 3 clusters Score -5921205 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5922185.000000 Penalty: 5292.216797
	Iteration 8Q: 3 clusters Score -5922185 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -5923452.000000 Penalty: 5292.216797
	Iteration 9Q: 3 clusters Score -5923452 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5925032.000000 Penalty: 5292.216797
	Iteration 10F: 3 clusters Score -5925032 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5926617.000000 Penalty: 5292.216797
	Iteration 11F: 3 clusters Score -5926617 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5927826.000000 Penalty: 5292.216797
	Iteration 12Q: 3 clusters Score -5927826 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -5928620.000000 Penalty: 5292.216797
	Iteration 13Q: 3 clusters Score -5928620 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5929091.500000 Penalty: 5292.216797
	Iteration 14Q: 3 clusters Score -5929092 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5929482.000000 Penalty: 5292.216797
	Iteration 15Q: 3 clusters Score -5929482 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -5929743.000000 Penalty: 5292.216797
	Iteration 16Q: 3 clusters Score -5929743 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5929989.000000 Penalty: 5292.216797
	Iteration 17Q: 3 clusters Score -5929989 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -5930245.500000 Penalty: 5292.216797
	Iteration 18Q: 3 clusters Score -5930246 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -5930432.500000 Penalty: 5292.216797
	Iteration 19Q: 3 clusters Score -5930432 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -5930607.500000 Penalty: 5292.216797
	Iteration 20F: 3 clusters Score -5930608 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -5930814.000000 Penalty: 5292.216797
	Iteration 21Q: 3 clusters Score -5930814 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5931017.500000 Penalty: 5292.216797
	Iteration 22Q: 3 clusters Score -5931018 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -5931181.500000 Penalty: 5292.216797
	Iteration 23Q: 3 clusters Score -5931182 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -5931333.000000 Penalty: 5292.216797
	Iteration 24Q: 3 clusters Score -5931333 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -5931478.500000 Penalty: 5292.216797
	Iteration 25Q: 3 clusters Score -5931478 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -5931601.500000 Penalty: 5292.216797
	Iteration 26Q: 3 clusters Score -5931602 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -5931742.500000 Penalty: 5292.216797
	Iteration 27Q: 3 clusters Score -5931742 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5931959.500000 Penalty: 5292.216797
	Iteration 28Q: 3 clusters Score -5931960 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5932100.000000 Penalty: 5292.216797
	Iteration 29Q: 3 clusters Score -5932100 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -5932253.500000 Penalty: 5292.216797
	Iteration 30Q: 3 clusters Score -5932254 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5932384.500000 Penalty: 5292.216797
	Iteration 31Q: 3 clusters Score -5932384 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5932510.000000 Penalty: 5292.216797
	Iteration 32Q: 3 clusters Score -5932510 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5932612.500000 Penalty: 5292.216797
	Iteration 33Q: 3 clusters Score -5932612 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5932703.000000 Penalty: 5292.216797
	Iteration 34Q: 3 clusters Score -5932703 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5932786.000000 Penalty: 5292.216797
	Iteration 35Q: 3 clusters Score -5932786 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5932861.500000 Penalty: 5292.216797
	Iteration 36Q: 3 clusters Score -5932862 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -5932911.000000 Penalty: 5292.216797
	Iteration 37Q: 3 clusters Score -5932911 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5932975.500000 Penalty: 5292.216797
	Iteration 38Q: 3 clusters Score -5932976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -5932997.500000 Penalty: 5292.216797
	Iteration 39Q: 3 clusters Score -5932998 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5933057.000000 Penalty: 5292.216797
	Iteration 40F: 3 clusters Score -5933057 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5933095.500000 Penalty: 5292.216797
	Iteration 41Q: 3 clusters Score -5933096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -5933159.000000 Penalty: 5292.216797
	Iteration 42Q: 3 clusters Score -5933159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -5933219.000000 Penalty: 5292.216797
	Iteration 43Q: 3 clusters Score -5933219 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5933279.500000 Penalty: 5292.216797
	Iteration 44Q: 3 clusters Score -5933280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5933358.500000 Penalty: 5292.216797
	Iteration 45Q: 3 clusters Score -5933358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5933462.500000 Penalty: 5292.216797
	Iteration 46Q: 3 clusters Score -5933462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -5933556.500000 Penalty: 5292.216797
	Iteration 47Q: 3 clusters Score -5933556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5933674.500000 Penalty: 5292.216797
	Iteration 48Q: 3 clusters Score -5933674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5933793.000000 Penalty: 5292.216797
	Iteration 49Q: 3 clusters Score -5933793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5933920.500000 Penalty: 5292.216797
	Iteration 50Q: 3 clusters Score -5933920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5934037.000000 Penalty: 5292.216797
	Iteration 51Q: 3 clusters Score -5934037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5934115.000000 Penalty: 5292.216797
	Iteration 52Q: 3 clusters Score -5934115 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5934172.000000 Penalty: 5292.216797
	Iteration 53Q: 3 clusters Score -5934172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5934210.000000 Penalty: 5292.216797
	Iteration 54Q: 3 clusters Score -5934210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -5934235.500000 Penalty: 5292.216797
	Iteration 55Q: 3 clusters Score -5934236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5934241.500000 Penalty: 5292.216797
	Iteration 56Q: 3 clusters Score -5934242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5934255.500000 Penalty: 5292.216797
	Iteration 57Q: 3 clusters Score -5934256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5934262.500000 Penalty: 5292.216797
	Iteration 58Q: 3 clusters Score -5934262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5934267.000000 Penalty: 5292.216797
	Iteration 59Q: 3 clusters Score -5934267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5934266.000000 Penalty: 5292.216797
	Iteration 60F: 3 clusters Score -5934266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5934279.500000 Penalty: 5292.216797
	Iteration 61Q: 3 clusters Score -5934280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5934286.500000 Penalty: 5292.216797
	Iteration 62Q: 3 clusters Score -5934286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5934290.000000 Penalty: 5292.216797
	Iteration 63Q: 3 clusters Score -5934290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5934285.500000 Penalty: 5292.216797
	Iteration 64Q: 3 clusters Score -5934286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5934294.500000 Penalty: 5292.216797
	Iteration 65Q: 3 clusters Score -5934294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5934286.500000 Penalty: 5292.216797
	Iteration 66Q: 3 clusters Score -5934286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5934289.500000 Penalty: 5292.216797
	Iteration 67Q: 3 clusters Score -5934290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5934293.500000 Penalty: 5292.216797
	Iteration 68Q: 3 clusters Score -5934294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5934286.500000 Penalty: 5292.216797
	Iteration 69Q: 3 clusters Score -5934286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5934292.000000 Penalty: 5292.216797
	Iteration 70Q: 3 clusters Score -5934292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5934296.000000 Penalty: 5292.216797
	Iteration 71Q: 3 clusters Score -5934296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5934286.500000 Penalty: 5292.216797
	Iteration 72Q: 3 clusters Score -5934286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5934291.000000 Penalty: 5292.216797
	Iteration 73Q: 3 clusters Score -5934291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5934294.500000 Penalty: 5292.216797
	Iteration 74Q: 3 clusters Score -5934294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5934291.500000 Penalty: 5292.216797
	Iteration 75Q: 3 clusters Score -5934292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5934291.500000 Penalty: 5292.216797
	Iteration 76F: 3 clusters Score -5934292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -54170.296875 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -54170.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52973.023438 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -52973.02 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53524.164062 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -53524.16 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54190.421875 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -54190.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54801.109375 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -54801.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55129.242188 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -55129.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55272.191406 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -55272.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55335.441406 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -55335.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55516.148438 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -55516.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55653.464844 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -55653.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55703.011719 Penalty: 3025.758301
	Iteration 9F: 3 clusters Score -55703.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55936.015625 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -55936.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55936.015625 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -55936.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 47469 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193802 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161668 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13786 members 
Mstep: Class 17 contains 43036 members 
Mstep: Class 18 contains 113 members 
Mstep: Class 19 contains 64867 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 13080 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 13509 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
Score: -95481448.000000 Penalty: 109682.515625
Splitting cluster 18 changes total score from -95481592.000000 to -95481448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (64867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Entering Unmasked Estep 
Score: -9573658.000000 Penalty: 2747.863281
	Iteration 0F: 2 clusters Score -9573658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -9530113.000000 Penalty: 5495.726562
	Iteration 0F: 3 clusters Score -9530113 nChanged 30339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -9547327.000000 Penalty: 5495.726562
	Iteration 1F: 3 clusters Score -9547327 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -9548526.000000 Penalty: 5495.726562
	Iteration 2Q: 3 clusters Score -9548526 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -9549788.000000 Penalty: 5495.726562
	Iteration 3Q: 3 clusters Score -9549788 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -9551184.000000 Penalty: 5495.726562
	Iteration 4Q: 3 clusters Score -9551184 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -9552545.000000 Penalty: 5495.726562
	Iteration 5Q: 3 clusters Score -9552545 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -9553900.000000 Penalty: 5495.726562
	Iteration 6Q: 3 clusters Score -9553900 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -9555197.000000 Penalty: 5495.726562
	Iteration 7Q: 3 clusters Score -9555197 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -9556353.000000 Penalty: 5495.726562
	Iteration 8Q: 3 clusters Score -9556353 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -9557502.000000 Penalty: 5495.726562
	Iteration 9Q: 3 clusters Score -9557502 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -9558520.000000 Penalty: 5495.726562
	Iteration 10Q: 3 clusters Score -9558520 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -9559636.000000 Penalty: 5495.726562
	Iteration 11Q: 3 clusters Score -9559636 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -9560766.000000 Penalty: 5495.726562
	Iteration 12Q: 3 clusters Score -9560766 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -9561653.000000 Penalty: 5495.726562
	Iteration 13Q: 3 clusters Score -9561653 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -9562238.000000 Penalty: 5495.726562
	Iteration 14Q: 3 clusters Score -9562238 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -9562616.000000 Penalty: 5495.726562
	Iteration 15Q: 3 clusters Score -9562616 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -9562954.000000 Penalty: 5495.726562
	Iteration 16Q: 3 clusters Score -9562954 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -9563338.000000 Penalty: 5495.726562
	Iteration 17Q: 3 clusters Score -9563338 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -9563744.000000 Penalty: 5495.726562
	Iteration 18Q: 3 clusters Score -9563744 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -9564078.000000 Penalty: 5495.726562
	Iteration 19Q: 3 clusters Score -9564078 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -9564505.000000 Penalty: 5495.726562
	Iteration 20F: 3 clusters Score -9564505 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -9564981.000000 Penalty: 5495.726562
	Iteration 21Q: 3 clusters Score -9564981 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -9565502.000000 Penalty: 5495.726562
	Iteration 22Q: 3 clusters Score -9565502 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -9566112.000000 Penalty: 5495.726562
	Iteration 23Q: 3 clusters Score -9566112 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -9566714.000000 Penalty: 5495.726562
	Iteration 24Q: 3 clusters Score -9566714 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -9567371.000000 Penalty: 5495.726562
	Iteration 25Q: 3 clusters Score -9567371 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -9567940.000000 Penalty: 5495.726562
	Iteration 26Q: 3 clusters Score -9567940 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -9568486.000000 Penalty: 5495.726562
	Iteration 27Q: 3 clusters Score -9568486 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -9568975.000000 Penalty: 5495.726562
	Iteration 28Q: 3 clusters Score -9568975 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -9569451.000000 Penalty: 5495.726562
	Iteration 29Q: 3 clusters Score -9569451 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -9569823.000000 Penalty: 5495.726562
	Iteration 30Q: 3 clusters Score -9569823 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -9570216.000000 Penalty: 5495.726562
	Iteration 31Q: 3 clusters Score -9570216 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -9570446.000000 Penalty: 5495.726562
	Iteration 32Q: 3 clusters Score -9570446 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -9570706.000000 Penalty: 5495.726562
	Iteration 33Q: 3 clusters Score -9570706 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -9570907.000000 Penalty: 5495.726562
	Iteration 34Q: 3 clusters Score -9570907 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -9571048.000000 Penalty: 5495.726562
	Iteration 35Q: 3 clusters Score -9571048 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9571172.000000 Penalty: 5495.726562
	Iteration 36Q: 3 clusters Score -9571172 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -9571351.000000 Penalty: 5495.726562
	Iteration 37Q: 3 clusters Score -9571351 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9571437.000000 Penalty: 5495.726562
	Iteration 38Q: 3 clusters Score -9571437 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -9571533.000000 Penalty: 5495.726562
	Iteration 39Q: 3 clusters Score -9571533 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -9571641.000000 Penalty: 5495.726562
	Iteration 40F: 3 clusters Score -9571641 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -9571760.000000 Penalty: 5495.726562
	Iteration 41Q: 3 clusters Score -9571760 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -9571871.000000 Penalty: 5495.726562
	Iteration 42Q: 3 clusters Score -9571871 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9571958.000000 Penalty: 5495.726562
	Iteration 43Q: 3 clusters Score -9571958 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9572015.000000 Penalty: 5495.726562
	Iteration 44Q: 3 clusters Score -9572015 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9572050.000000 Penalty: 5495.726562
	Iteration 45Q: 3 clusters Score -9572050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9572111.000000 Penalty: 5495.726562
	Iteration 46Q: 3 clusters Score -9572111 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9572149.000000 Penalty: 5495.726562
	Iteration 47Q: 3 clusters Score -9572149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9572188.000000 Penalty: 5495.726562
	Iteration 48Q: 3 clusters Score -9572188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9572249.000000 Penalty: 5495.726562
	Iteration 49Q: 3 clusters Score -9572249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9572251.000000 Penalty: 5495.726562
	Iteration 50Q: 3 clusters Score -9572251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9572276.000000 Penalty: 5495.726562
	Iteration 51Q: 3 clusters Score -9572276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9572306.000000 Penalty: 5495.726562
	Iteration 52Q: 3 clusters Score -9572306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9572297.000000 Penalty: 5495.726562
	Iteration 53Q: 3 clusters Score -9572297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9572295.000000 Penalty: 5495.726562
	Iteration 54Q: 3 clusters Score -9572295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9572294.000000 Penalty: 5495.726562
	Iteration 55Q: 3 clusters Score -9572294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9572299.000000 Penalty: 5495.726562
	Iteration 56Q: 3 clusters Score -9572299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9572294.000000 Penalty: 5495.726562
	Iteration 57Q: 3 clusters Score -9572294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9572295.000000 Penalty: 5495.726562
	Iteration 58Q: 3 clusters Score -9572295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9572294.000000 Penalty: 5495.726562
	Iteration 59Q: 3 clusters Score -9572294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9572293.000000 Penalty: 5495.726562
	Iteration 60F: 3 clusters Score -9572293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9572292.000000 Penalty: 5495.726562
	Iteration 61Q: 3 clusters Score -9572292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9572298.000000 Penalty: 5495.726562
	Iteration 62Q: 3 clusters Score -9572298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9572303.000000 Penalty: 5495.726562
	Iteration 63Q: 3 clusters Score -9572303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9572296.000000 Penalty: 5495.726562
	Iteration 64Q: 3 clusters Score -9572296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9572294.000000 Penalty: 5495.726562
	Iteration 65Q: 3 clusters Score -9572294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9572297.000000 Penalty: 5495.726562
	Iteration 66Q: 3 clusters Score -9572297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9572293.000000 Penalty: 5495.726562
	Iteration 67Q: 3 clusters Score -9572293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9572291.000000 Penalty: 5495.726562
	Iteration 68Q: 3 clusters Score -9572291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9572288.000000 Penalty: 5495.726562
	Iteration 69Q: 3 clusters Score -9572288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9572295.000000 Penalty: 5495.726562
	Iteration 70Q: 3 clusters Score -9572295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9572295.000000 Penalty: 5495.726562
	Iteration 71F: 3 clusters Score -9572295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -64030.085938 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -64030.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62486.363281 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -62486.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62656.101562 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -62656.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62707.734375 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -62707.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62749.292969 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -62749.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62783.453125 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62783.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62791.730469 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62791.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62802.582031 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62802.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62806.660156 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62806.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62807.238281 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62807.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62807.238281 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -62807.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -191433.796875 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -191433.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -189265.109375 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -189265.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189634.562500 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -189634.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -189819.015625 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -189819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -189935.562500 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -189935.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -190005.250000 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -190005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -190039.781250 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -190039.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -190057.515625 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -190057.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -190074.468750 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -190074.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -190091.078125 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -190091.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190106.984375 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -190107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -190118.593750 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -190118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -190132.109375 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -190132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -190143.328125 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -190143.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -190159.546875 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -190159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -190174.265625 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -190174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190184.734375 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -190184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190198.000000 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -190198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -190214.390625 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -190214.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190227.156250 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -190227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -190240.421875 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -190240.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -190247.718750 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -190247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190255.703125 Penalty: 3556.379395
	Iteration 21Q: 3 clusters Score -190255.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -190262.937500 Penalty: 3556.379395
	Iteration 22Q: 3 clusters Score -190262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190266.796875 Penalty: 3556.379395
	Iteration 23Q: 3 clusters Score -190266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190267.406250 Penalty: 3556.379395
	Iteration 24Q: 3 clusters Score -190267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190267.406250 Penalty: 3556.379395
	Iteration 25F: 3 clusters Score -190267.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -136741.750000 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -136741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134862.265625 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -134862.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135104.406250 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -135104.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -135169.375000 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -135169.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -135211.625000 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -135211.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -135250.468750 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -135250.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -135262.703125 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -135262.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -135271.703125 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -135271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -135287.937500 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -135287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -135298.875000 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -135298.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135317.625000 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -135317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135330.031250 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -135330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135334.046875 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -135334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135341.562500 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -135341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135343.562500 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -135343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135344.796875 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -135344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135344.796875 Penalty: 3407.031006
	Iteration 15F: 3 clusters Score -135344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Entering Unmasked Estep 
Score: -878625.312500 Penalty: 2171.266602
	Iteration 0F: 2 clusters Score -878625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -873206.812500 Penalty: 4342.533203
	Iteration 0F: 3 clusters Score -873206.8 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -874766.375000 Penalty: 4342.533203
	Iteration 1F: 3 clusters Score -874766.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -875202.687500 Penalty: 4342.533203
	Iteration 2F: 3 clusters Score -875202.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -875538.187500 Penalty: 4342.533203
	Iteration 3F: 3 clusters Score -875538.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -875819.875000 Penalty: 4342.533203
	Iteration 4F: 3 clusters Score -875819.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -876043.312500 Penalty: 4342.533203
	Iteration 5Q: 3 clusters Score -876043.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -876226.187500 Penalty: 4342.533203
	Iteration 6Q: 3 clusters Score -876226.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -876358.625000 Penalty: 4342.533203
	Iteration 7Q: 3 clusters Score -876358.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -876442.312500 Penalty: 4342.533203
	Iteration 8Q: 3 clusters Score -876442.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -876509.437500 Penalty: 4342.533203
	Iteration 9Q: 3 clusters Score -876509.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -876558.750000 Penalty: 4342.533203
	Iteration 10Q: 3 clusters Score -876558.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -876608.500000 Penalty: 4342.533203
	Iteration 11Q: 3 clusters Score -876608.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -876635.187500 Penalty: 4342.533203
	Iteration 12Q: 3 clusters Score -876635.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -876659.000000 Penalty: 4342.533203
	Iteration 13Q: 3 clusters Score -876659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -876680.437500 Penalty: 4342.533203
	Iteration 14Q: 3 clusters Score -876680.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -876698.187500 Penalty: 4342.533203
	Iteration 15Q: 3 clusters Score -876698.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -876708.062500 Penalty: 4342.533203
	Iteration 16Q: 3 clusters Score -876708.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -876717.062500 Penalty: 4342.533203
	Iteration 17Q: 3 clusters Score -876717.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -876724.812500 Penalty: 4342.533203
	Iteration 18Q: 3 clusters Score -876724.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -876731.562500 Penalty: 4342.533203
	Iteration 19Q: 3 clusters Score -876731.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -876737.187500 Penalty: 4342.533203
	Iteration 20F: 3 clusters Score -876737.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -876745.000000 Penalty: 4342.533203
	Iteration 21Q: 3 clusters Score -876745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -876751.562500 Penalty: 4342.533203
	Iteration 22Q: 3 clusters Score -876751.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -876762.562500 Penalty: 4342.533203
	Iteration 23Q: 3 clusters Score -876762.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -876773.750000 Penalty: 4342.533203
	Iteration 24Q: 3 clusters Score -876773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -876783.312500 Penalty: 4342.533203
	Iteration 25Q: 3 clusters Score -876783.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -876793.750000 Penalty: 4342.533203
	Iteration 26Q: 3 clusters Score -876793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -876803.312500 Penalty: 4342.533203
	Iteration 27Q: 3 clusters Score -876803.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -876812.062500 Penalty: 4342.533203
	Iteration 28Q: 3 clusters Score -876812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -876817.437500 Penalty: 4342.533203
	Iteration 29Q: 3 clusters Score -876817.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -876822.812500 Penalty: 4342.533203
	Iteration 30Q: 3 clusters Score -876822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -876825.437500 Penalty: 4342.533203
	Iteration 31Q: 3 clusters Score -876825.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -876829.687500 Penalty: 4342.533203
	Iteration 32Q: 3 clusters Score -876829.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -876833.000000 Penalty: 4342.533203
	Iteration 33Q: 3 clusters Score -876833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -876837.125000 Penalty: 4342.533203
	Iteration 34Q: 3 clusters Score -876837.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -876842.062500 Penalty: 4342.533203
	Iteration 35Q: 3 clusters Score -876842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -876841.312500 Penalty: 4342.533203
	Iteration 36Q: 3 clusters Score -876841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -876842.312500 Penalty: 4342.533203
	Iteration 37Q: 3 clusters Score -876842.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -876841.812500 Penalty: 4342.533203
	Iteration 38Q: 3 clusters Score -876841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -876843.312500 Penalty: 4342.533203
	Iteration 39Q: 3 clusters Score -876843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -876845.000000 Penalty: 4342.533203
	Iteration 40F: 3 clusters Score -876845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -876845.812500 Penalty: 4342.533203
	Iteration 41Q: 3 clusters Score -876845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -876848.250000 Penalty: 4342.533203
	Iteration 42Q: 3 clusters Score -876848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -876852.812500 Penalty: 4342.533203
	Iteration 43Q: 3 clusters Score -876852.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -876856.687500 Penalty: 4342.533203
	Iteration 44Q: 3 clusters Score -876856.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -876862.812500 Penalty: 4342.533203
	Iteration 45Q: 3 clusters Score -876862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -876872.500000 Penalty: 4342.533203
	Iteration 46Q: 3 clusters Score -876872.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -876885.312500 Penalty: 4342.533203
	Iteration 47Q: 3 clusters Score -876885.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -876894.812500 Penalty: 4342.533203
	Iteration 48Q: 3 clusters Score -876894.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -876904.937500 Penalty: 4342.533203
	Iteration 49Q: 3 clusters Score -876904.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -876916.500000 Penalty: 4342.533203
	Iteration 50Q: 3 clusters Score -876916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -876927.937500 Penalty: 4342.533203
	Iteration 51Q: 3 clusters Score -876927.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -876938.812500 Penalty: 4342.533203
	Iteration 52Q: 3 clusters Score -876938.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -876952.750000 Penalty: 4342.533203
	Iteration 53Q: 3 clusters Score -876952.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -876971.437500 Penalty: 4342.533203
	Iteration 54Q: 3 clusters Score -876971.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -876996.500000 Penalty: 4342.533203
	Iteration 55Q: 3 clusters Score -876996.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -877025.000000 Penalty: 4342.533203
	Iteration 56Q: 3 clusters Score -877025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -877064.687500 Penalty: 4342.533203
	Iteration 57Q: 3 clusters Score -877064.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -877095.750000 Penalty: 4342.533203
	Iteration 58Q: 3 clusters Score -877095.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -877120.312500 Penalty: 4342.533203
	Iteration 59Q: 3 clusters Score -877120.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -877148.312500 Penalty: 4342.533203
	Iteration 60F: 3 clusters Score -877148.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -877167.937500 Penalty: 4342.533203
	Iteration 61Q: 3 clusters Score -877167.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -877182.062500 Penalty: 4342.533203
	Iteration 62Q: 3 clusters Score -877182.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -877195.437500 Penalty: 4342.533203
	Iteration 63Q: 3 clusters Score -877195.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -877209.125000 Penalty: 4342.533203
	Iteration 64Q: 3 clusters Score -877209.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -877220.875000 Penalty: 4342.533203
	Iteration 65Q: 3 clusters Score -877220.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -877226.875000 Penalty: 4342.533203
	Iteration 66Q: 3 clusters Score -877226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -877228.000000 Penalty: 4342.533203
	Iteration 67Q: 3 clusters Score -877228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -877230.687500 Penalty: 4342.533203
	Iteration 68Q: 3 clusters Score -877230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -877231.750000 Penalty: 4342.533203
	Iteration 69Q: 3 clusters Score -877231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -877233.125000 Penalty: 4342.533203
	Iteration 70Q: 3 clusters Score -877233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -877232.250000 Penalty: 4342.533203
	Iteration 71Q: 3 clusters Score -877232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -877232.250000 Penalty: 4342.533203
	Iteration 72F: 3 clusters Score -877232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -220177.531250 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -220177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217800.640625 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -217800.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -218274.625000 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -218274.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218511.078125 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -218511.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -218688.531250 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -218688.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -218809.062500 Penalty: 3661.224854
	Iteration 4F: 3 clusters Score -218809.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -218887.234375 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -218887.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -218967.687500 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -218967.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219051.390625 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -219051.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -219101.765625 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -219101.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219150.531250 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -219150.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219202.843750 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -219202.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -219258.031250 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -219258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -219305.328125 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -219305.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219340.250000 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -219340.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219377.125000 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -219377.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -219403.875000 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -219403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219421.500000 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -219421.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219441.109375 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -219441.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -219456.421875 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -219456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219472.156250 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -219472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219479.953125 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -219480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219481.968750 Penalty: 3661.224854
	Iteration 21Q: 3 clusters Score -219482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219484.000000 Penalty: 3661.224854
	Iteration 22Q: 3 clusters Score -219484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -219487.453125 Penalty: 3661.224854
	Iteration 23Q: 3 clusters Score -219487.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219494.531250 Penalty: 3661.224854
	Iteration 24Q: 3 clusters Score -219494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -219500.031250 Penalty: 3661.224854
	Iteration 25Q: 3 clusters Score -219500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219502.312500 Penalty: 3661.224854
	Iteration 26Q: 3 clusters Score -219502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -219503.750000 Penalty: 3661.224854
	Iteration 27Q: 3 clusters Score -219503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -219503.750000 Penalty: 3661.224854
	Iteration 28F: 3 clusters Score -219503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -840296.062500 Penalty: 2160.723877
	Iteration 0F: 2 clusters Score -840296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -835100.125000 Penalty: 4321.447754
	Iteration 0F: 3 clusters Score -835100.1 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -836351.812500 Penalty: 4321.447754
	Iteration 1F: 3 clusters Score -836351.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -836544.875000 Penalty: 4321.447754
	Iteration 2F: 3 clusters Score -836544.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -836657.250000 Penalty: 4321.447754
	Iteration 3Q: 3 clusters Score -836657.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -836749.875000 Penalty: 4321.447754
	Iteration 4Q: 3 clusters Score -836749.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -836827.875000 Penalty: 4321.447754
	Iteration 5Q: 3 clusters Score -836827.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -836904.687500 Penalty: 4321.447754
	Iteration 6Q: 3 clusters Score -836904.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -836970.125000 Penalty: 4321.447754
	Iteration 7Q: 3 clusters Score -836970.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -837043.250000 Penalty: 4321.447754
	Iteration 8Q: 3 clusters Score -837043.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -837111.437500 Penalty: 4321.447754
	Iteration 9Q: 3 clusters Score -837111.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -837167.562500 Penalty: 4321.447754
	Iteration 10Q: 3 clusters Score -837167.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -837216.062500 Penalty: 4321.447754
	Iteration 11Q: 3 clusters Score -837216.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -837268.812500 Penalty: 4321.447754
	Iteration 12Q: 3 clusters Score -837268.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -837330.875000 Penalty: 4321.447754
	Iteration 13Q: 3 clusters Score -837330.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -837404.375000 Penalty: 4321.447754
	Iteration 14Q: 3 clusters Score -837404.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -837467.937500 Penalty: 4321.447754
	Iteration 15Q: 3 clusters Score -837467.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -837540.375000 Penalty: 4321.447754
	Iteration 16Q: 3 clusters Score -837540.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -837616.562500 Penalty: 4321.447754
	Iteration 17Q: 3 clusters Score -837616.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -837700.875000 Penalty: 4321.447754
	Iteration 18Q: 3 clusters Score -837700.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -837784.187500 Penalty: 4321.447754
	Iteration 19Q: 3 clusters Score -837784.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -837864.562500 Penalty: 4321.447754
	Iteration 20F: 3 clusters Score -837864.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -837956.937500 Penalty: 4321.447754
	Iteration 21Q: 3 clusters Score -837956.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -838025.125000 Penalty: 4321.447754
	Iteration 22Q: 3 clusters Score -838025.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -838070.125000 Penalty: 4321.447754
	Iteration 23Q: 3 clusters Score -838070.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -838093.500000 Penalty: 4321.447754
	Iteration 24Q: 3 clusters Score -838093.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -838120.187500 Penalty: 4321.447754
	Iteration 25Q: 3 clusters Score -838120.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -838142.437500 Penalty: 4321.447754
	Iteration 26Q: 3 clusters Score -838142.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -838165.500000 Penalty: 4321.447754
	Iteration 27Q: 3 clusters Score -838165.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -838198.062500 Penalty: 4321.447754
	Iteration 28Q: 3 clusters Score -838198.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -838225.937500 Penalty: 4321.447754
	Iteration 29Q: 3 clusters Score -838225.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -838240.625000 Penalty: 4321.447754
	Iteration 30Q: 3 clusters Score -838240.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -838248.187500 Penalty: 4321.447754
	Iteration 31Q: 3 clusters Score -838248.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -838259.062500 Penalty: 4321.447754
	Iteration 32Q: 3 clusters Score -838259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -838267.125000 Penalty: 4321.447754
	Iteration 33Q: 3 clusters Score -838267.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -838276.500000 Penalty: 4321.447754
	Iteration 34Q: 3 clusters Score -838276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -838280.812500 Penalty: 4321.447754
	Iteration 35Q: 3 clusters Score -838280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -838285.437500 Penalty: 4321.447754
	Iteration 36Q: 3 clusters Score -838285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -838293.687500 Penalty: 4321.447754
	Iteration 37Q: 3 clusters Score -838293.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -838300.812500 Penalty: 4321.447754
	Iteration 38Q: 3 clusters Score -838300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -838313.750000 Penalty: 4321.447754
	Iteration 39Q: 3 clusters Score -838313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -838319.250000 Penalty: 4321.447754
	Iteration 40F: 3 clusters Score -838319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -838330.625000 Penalty: 4321.447754
	Iteration 41Q: 3 clusters Score -838330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -838338.437500 Penalty: 4321.447754
	Iteration 42Q: 3 clusters Score -838338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -838341.875000 Penalty: 4321.447754
	Iteration 43Q: 3 clusters Score -838341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -838344.312500 Penalty: 4321.447754
	Iteration 44Q: 3 clusters Score -838344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -838348.250000 Penalty: 4321.447754
	Iteration 45Q: 3 clusters Score -838348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -838353.187500 Penalty: 4321.447754
	Iteration 46Q: 3 clusters Score -838353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -838357.875000 Penalty: 4321.447754
	Iteration 47Q: 3 clusters Score -838357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -838360.750000 Penalty: 4321.447754
	Iteration 48Q: 3 clusters Score -838360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -838363.437500 Penalty: 4321.447754
	Iteration 49Q: 3 clusters Score -838363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -838367.750000 Penalty: 4321.447754
	Iteration 50Q: 3 clusters Score -838367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -838372.187500 Penalty: 4321.447754
	Iteration 51Q: 3 clusters Score -838372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -838374.625000 Penalty: 4321.447754
	Iteration 52Q: 3 clusters Score -838374.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -838374.625000 Penalty: 4321.447754
	Iteration 53F: 3 clusters Score -838374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Entering Unmasked Estep 
Score: -1659254.750000 Penalty: 2350.752197
	Iteration 0F: 2 clusters Score -1659255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1649631.000000 Penalty: 4701.504395
	Iteration 0F: 3 clusters Score -1649631 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1652693.000000 Penalty: 4701.504395
	Iteration 1F: 3 clusters Score -1652693 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1653140.375000 Penalty: 4701.504395
	Iteration 2F: 3 clusters Score -1653140 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1653528.250000 Penalty: 4701.504395
	Iteration 3F: 3 clusters Score -1653528 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1653902.875000 Penalty: 4701.504395
	Iteration 4F: 3 clusters Score -1653903 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1654242.750000 Penalty: 4701.504395
	Iteration 5Q: 3 clusters Score -1654243 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1654560.125000 Penalty: 4701.504395
	Iteration 6Q: 3 clusters Score -1654560 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1654869.125000 Penalty: 4701.504395
	Iteration 7Q: 3 clusters Score -1654869 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1655182.875000 Penalty: 4701.504395
	Iteration 8Q: 3 clusters Score -1655183 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1655517.250000 Penalty: 4701.504395
	Iteration 9Q: 3 clusters Score -1655517 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1655869.875000 Penalty: 4701.504395
	Iteration 10Q: 3 clusters Score -1655870 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1656246.625000 Penalty: 4701.504395
	Iteration 11Q: 3 clusters Score -1656247 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1656563.875000 Penalty: 4701.504395
	Iteration 12Q: 3 clusters Score -1656564 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1656788.375000 Penalty: 4701.504395
	Iteration 13Q: 3 clusters Score -1656788 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1656948.250000 Penalty: 4701.504395
	Iteration 14Q: 3 clusters Score -1656948 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1657067.250000 Penalty: 4701.504395
	Iteration 15Q: 3 clusters Score -1657067 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1657142.250000 Penalty: 4701.504395
	Iteration 16Q: 3 clusters Score -1657142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1657202.625000 Penalty: 4701.504395
	Iteration 17Q: 3 clusters Score -1657203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1657250.375000 Penalty: 4701.504395
	Iteration 18Q: 3 clusters Score -1657250 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1657286.750000 Penalty: 4701.504395
	Iteration 19Q: 3 clusters Score -1657287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1657320.375000 Penalty: 4701.504395
	Iteration 20F: 3 clusters Score -1657320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1657340.625000 Penalty: 4701.504395
	Iteration 21Q: 3 clusters Score -1657341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1657358.000000 Penalty: 4701.504395
	Iteration 22Q: 3 clusters Score -1657358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1657369.500000 Penalty: 4701.504395
	Iteration 23Q: 3 clusters Score -1657370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1657382.625000 Penalty: 4701.504395
	Iteration 24Q: 3 clusters Score -1657383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1657390.375000 Penalty: 4701.504395
	Iteration 25Q: 3 clusters Score -1657390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1657405.375000 Penalty: 4701.504395
	Iteration 26Q: 3 clusters Score -1657405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1657413.250000 Penalty: 4701.504395
	Iteration 27Q: 3 clusters Score -1657413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1657417.500000 Penalty: 4701.504395
	Iteration 28Q: 3 clusters Score -1657418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1657422.125000 Penalty: 4701.504395
	Iteration 29Q: 3 clusters Score -1657422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1657422.250000 Penalty: 4701.504395
	Iteration 30Q: 3 clusters Score -1657422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1657425.250000 Penalty: 4701.504395
	Iteration 31Q: 3 clusters Score -1657425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1657427.250000 Penalty: 4701.504395
	Iteration 32Q: 3 clusters Score -1657427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1657427.250000 Penalty: 4701.504395
	Iteration 33Q: 3 clusters Score -1657427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1657428.125000 Penalty: 4701.504395
	Iteration 34Q: 3 clusters Score -1657428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1657428.000000 Penalty: 4701.504395
	Iteration 35Q: 3 clusters Score -1657428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1657430.750000 Penalty: 4701.504395
	Iteration 36Q: 3 clusters Score -1657431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1657433.000000 Penalty: 4701.504395
	Iteration 37Q: 3 clusters Score -1657433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1657431.375000 Penalty: 4701.504395
	Iteration 38Q: 3 clusters Score -1657431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1657435.125000 Penalty: 4701.504395
	Iteration 39Q: 3 clusters Score -1657435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1657437.125000 Penalty: 4701.504395
	Iteration 40F: 3 clusters Score -1657437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1657439.000000 Penalty: 4701.504395
	Iteration 41Q: 3 clusters Score -1657439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1657439.125000 Penalty: 4701.504395
	Iteration 42Q: 3 clusters Score -1657439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1657437.375000 Penalty: 4701.504395
	Iteration 43Q: 3 clusters Score -1657437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1657436.875000 Penalty: 4701.504395
	Iteration 44Q: 3 clusters Score -1657437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1657438.625000 Penalty: 4701.504395
	Iteration 45Q: 3 clusters Score -1657439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1657437.750000 Penalty: 4701.504395
	Iteration 46Q: 3 clusters Score -1657438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1657439.875000 Penalty: 4701.504395
	Iteration 47Q: 3 clusters Score -1657440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1657439.000000 Penalty: 4701.504395
	Iteration 48Q: 3 clusters Score -1657439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1657438.375000 Penalty: 4701.504395
	Iteration 49Q: 3 clusters Score -1657438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1657442.125000 Penalty: 4701.504395
	Iteration 50Q: 3 clusters Score -1657442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1657442.125000 Penalty: 4701.504395
	Iteration 51Q: 3 clusters Score -1657442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1657442.125000 Penalty: 4701.504395
	Iteration 52Q: 3 clusters Score -1657442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1657441.125000 Penalty: 4701.504395
	Iteration 53Q: 3 clusters Score -1657441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1657441.125000 Penalty: 4701.504395
	Iteration 54F: 3 clusters Score -1657441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Entering Unmasked Estep 
Score: -1231454.375000 Penalty: 2243.421631
	Iteration 0F: 2 clusters Score -1231454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1224744.500000 Penalty: 4486.843262
	Iteration 0F: 3 clusters Score -1224744 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1226642.500000 Penalty: 4486.843262
	Iteration 1F: 3 clusters Score -1226642 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1226956.250000 Penalty: 4486.843262
	Iteration 2F: 3 clusters Score -1226956 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1227202.375000 Penalty: 4486.843262
	Iteration 3F: 3 clusters Score -1227202 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1227400.375000 Penalty: 4486.843262
	Iteration 4Q: 3 clusters Score -1227400 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1227593.875000 Penalty: 4486.843262
	Iteration 5Q: 3 clusters Score -1227594 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1227777.125000 Penalty: 4486.843262
	Iteration 6Q: 3 clusters Score -1227777 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1227954.500000 Penalty: 4486.843262
	Iteration 7Q: 3 clusters Score -1227954 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1228153.625000 Penalty: 4486.843262
	Iteration 8Q: 3 clusters Score -1228154 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1228363.500000 Penalty: 4486.843262
	Iteration 9Q: 3 clusters Score -1228364 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1228563.000000 Penalty: 4486.843262
	Iteration 10Q: 3 clusters Score -1228563 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1228765.125000 Penalty: 4486.843262
	Iteration 11Q: 3 clusters Score -1228765 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1228960.000000 Penalty: 4486.843262
	Iteration 12Q: 3 clusters Score -1228960 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1229122.750000 Penalty: 4486.843262
	Iteration 13Q: 3 clusters Score -1229123 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1229266.375000 Penalty: 4486.843262
	Iteration 14Q: 3 clusters Score -1229266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1229379.625000 Penalty: 4486.843262
	Iteration 15Q: 3 clusters Score -1229380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1229466.000000 Penalty: 4486.843262
	Iteration 16Q: 3 clusters Score -1229466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1229525.000000 Penalty: 4486.843262
	Iteration 17Q: 3 clusters Score -1229525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1229566.625000 Penalty: 4486.843262
	Iteration 18Q: 3 clusters Score -1229567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1229587.125000 Penalty: 4486.843262
	Iteration 19Q: 3 clusters Score -1229587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1229607.250000 Penalty: 4486.843262
	Iteration 20F: 3 clusters Score -1229607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1229617.250000 Penalty: 4486.843262
	Iteration 21Q: 3 clusters Score -1229617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1229631.000000 Penalty: 4486.843262
	Iteration 22Q: 3 clusters Score -1229631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1229638.125000 Penalty: 4486.843262
	Iteration 23Q: 3 clusters Score -1229638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1229646.125000 Penalty: 4486.843262
	Iteration 24Q: 3 clusters Score -1229646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1229654.750000 Penalty: 4486.843262
	Iteration 25Q: 3 clusters Score -1229655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1229663.875000 Penalty: 4486.843262
	Iteration 26Q: 3 clusters Score -1229664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1229668.000000 Penalty: 4486.843262
	Iteration 27Q: 3 clusters Score -1229668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1229669.000000 Penalty: 4486.843262
	Iteration 28Q: 3 clusters Score -1229669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1229670.625000 Penalty: 4486.843262
	Iteration 29Q: 3 clusters Score -1229671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1229671.250000 Penalty: 4486.843262
	Iteration 30Q: 3 clusters Score -1229671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1229673.125000 Penalty: 4486.843262
	Iteration 31Q: 3 clusters Score -1229673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1229674.750000 Penalty: 4486.843262
	Iteration 32Q: 3 clusters Score -1229675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1229674.250000 Penalty: 4486.843262
	Iteration 33Q: 3 clusters Score -1229674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1229674.250000 Penalty: 4486.843262
	Iteration 34F: 3 clusters Score -1229674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Entering Unmasked Estep 
Score: -1927040.625000 Penalty: 2358.755615
	Iteration 0F: 2 clusters Score -1927041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1917196.500000 Penalty: 4717.511230
	Iteration 0F: 3 clusters Score -1917196 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1920380.000000 Penalty: 4717.511230
	Iteration 1F: 3 clusters Score -1920380 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1920884.125000 Penalty: 4717.511230
	Iteration 2F: 3 clusters Score -1920884 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1921441.750000 Penalty: 4717.511230
	Iteration 3F: 3 clusters Score -1921442 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1922130.625000 Penalty: 4717.511230
	Iteration 4F: 3 clusters Score -1922131 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1923023.500000 Penalty: 4717.511230
	Iteration 5F: 3 clusters Score -1923024 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1924057.000000 Penalty: 4717.511230
	Iteration 6F: 3 clusters Score -1924057 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1924954.375000 Penalty: 4717.511230
	Iteration 7F: 3 clusters Score -1924954 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1925502.750000 Penalty: 4717.511230
	Iteration 8F: 3 clusters Score -1925503 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1925793.750000 Penalty: 4717.511230
	Iteration 9Q: 3 clusters Score -1925794 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1925961.625000 Penalty: 4717.511230
	Iteration 10Q: 3 clusters Score -1925962 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1926082.875000 Penalty: 4717.511230
	Iteration 11Q: 3 clusters Score -1926083 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1926163.875000 Penalty: 4717.511230
	Iteration 12Q: 3 clusters Score -1926164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1926219.875000 Penalty: 4717.511230
	Iteration 13Q: 3 clusters Score -1926220 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1926255.125000 Penalty: 4717.511230
	Iteration 14Q: 3 clusters Score -1926255 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1926302.625000 Penalty: 4717.511230
	Iteration 15Q: 3 clusters Score -1926303 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1926319.250000 Penalty: 4717.511230
	Iteration 16Q: 3 clusters Score -1926319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1926352.375000 Penalty: 4717.511230
	Iteration 17Q: 3 clusters Score -1926352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1926380.000000 Penalty: 4717.511230
	Iteration 18Q: 3 clusters Score -1926380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1926414.000000 Penalty: 4717.511230
	Iteration 19Q: 3 clusters Score -1926414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1926443.625000 Penalty: 4717.511230
	Iteration 20F: 3 clusters Score -1926444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1926467.625000 Penalty: 4717.511230
	Iteration 21Q: 3 clusters Score -1926468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1926482.750000 Penalty: 4717.511230
	Iteration 22Q: 3 clusters Score -1926483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1926504.000000 Penalty: 4717.511230
	Iteration 23Q: 3 clusters Score -1926504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1926519.625000 Penalty: 4717.511230
	Iteration 24Q: 3 clusters Score -1926520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1926532.875000 Penalty: 4717.511230
	Iteration 25Q: 3 clusters Score -1926533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1926540.250000 Penalty: 4717.511230
	Iteration 26Q: 3 clusters Score -1926540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1926551.875000 Penalty: 4717.511230
	Iteration 27Q: 3 clusters Score -1926552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1926561.500000 Penalty: 4717.511230
	Iteration 28Q: 3 clusters Score -1926562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1926567.375000 Penalty: 4717.511230
	Iteration 29Q: 3 clusters Score -1926567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1926578.375000 Penalty: 4717.511230
	Iteration 30Q: 3 clusters Score -1926578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1926588.750000 Penalty: 4717.511230
	Iteration 31Q: 3 clusters Score -1926589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1926594.875000 Penalty: 4717.511230
	Iteration 32Q: 3 clusters Score -1926595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1926598.625000 Penalty: 4717.511230
	Iteration 33Q: 3 clusters Score -1926599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1926598.750000 Penalty: 4717.511230
	Iteration 34Q: 3 clusters Score -1926599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1926603.875000 Penalty: 4717.511230
	Iteration 35Q: 3 clusters Score -1926604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1926610.500000 Penalty: 4717.511230
	Iteration 36Q: 3 clusters Score -1926610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1926613.000000 Penalty: 4717.511230
	Iteration 37Q: 3 clusters Score -1926613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1926618.000000 Penalty: 4717.511230
	Iteration 38Q: 3 clusters Score -1926618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1926618.625000 Penalty: 4717.511230
	Iteration 39Q: 3 clusters Score -1926619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1926629.000000 Penalty: 4717.511230
	Iteration 40F: 3 clusters Score -1926629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1926630.125000 Penalty: 4717.511230
	Iteration 41Q: 3 clusters Score -1926630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1926634.375000 Penalty: 4717.511230
	Iteration 42Q: 3 clusters Score -1926634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1926637.125000 Penalty: 4717.511230
	Iteration 43Q: 3 clusters Score -1926637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1926636.875000 Penalty: 4717.511230
	Iteration 44Q: 3 clusters Score -1926637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1926640.375000 Penalty: 4717.511230
	Iteration 45Q: 3 clusters Score -1926640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1926644.250000 Penalty: 4717.511230
	Iteration 46Q: 3 clusters Score -1926644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1926645.125000 Penalty: 4717.511230
	Iteration 47Q: 3 clusters Score -1926645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1926648.625000 Penalty: 4717.511230
	Iteration 48Q: 3 clusters Score -1926649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1926652.875000 Penalty: 4717.511230
	Iteration 49Q: 3 clusters Score -1926653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1926653.875000 Penalty: 4717.511230
	Iteration 50Q: 3 clusters Score -1926654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1926649.750000 Penalty: 4717.511230
	Iteration 51Q: 3 clusters Score -1926650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1926648.875000 Penalty: 4717.511230
	Iteration 52Q: 3 clusters Score -1926649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1926652.750000 Penalty: 4717.511230
	Iteration 53Q: 3 clusters Score -1926653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1926651.625000 Penalty: 4717.511230
	Iteration 54Q: 3 clusters Score -1926652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1926654.875000 Penalty: 4717.511230
	Iteration 55Q: 3 clusters Score -1926655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1926658.625000 Penalty: 4717.511230
	Iteration 56Q: 3 clusters Score -1926659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1926657.500000 Penalty: 4717.511230
	Iteration 57Q: 3 clusters Score -1926658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1926655.500000 Penalty: 4717.511230
	Iteration 58Q: 3 clusters Score -1926656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1926661.500000 Penalty: 4717.511230
	Iteration 59Q: 3 clusters Score -1926662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1926665.125000 Penalty: 4717.511230
	Iteration 60F: 3 clusters Score -1926665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1926670.750000 Penalty: 4717.511230
	Iteration 61Q: 3 clusters Score -1926671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1926676.625000 Penalty: 4717.511230
	Iteration 62Q: 3 clusters Score -1926677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1926681.875000 Penalty: 4717.511230
	Iteration 63Q: 3 clusters Score -1926682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1926680.000000 Penalty: 4717.511230
	Iteration 64Q: 3 clusters Score -1926680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1926683.500000 Penalty: 4717.511230
	Iteration 65Q: 3 clusters Score -1926684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1926684.125000 Penalty: 4717.511230
	Iteration 66Q: 3 clusters Score -1926684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1926686.250000 Penalty: 4717.511230
	Iteration 67Q: 3 clusters Score -1926686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1926684.875000 Penalty: 4717.511230
	Iteration 68Q: 3 clusters Score -1926685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1926685.875000 Penalty: 4717.511230
	Iteration 69Q: 3 clusters Score -1926686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1926685.125000 Penalty: 4717.511230
	Iteration 70Q: 3 clusters Score -1926685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1926683.250000 Penalty: 4717.511230
	Iteration 71Q: 3 clusters Score -1926683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1926684.000000 Penalty: 4717.511230
	Iteration 72Q: 3 clusters Score -1926684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1926686.250000 Penalty: 4717.511230
	Iteration 73Q: 3 clusters Score -1926686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1926688.000000 Penalty: 4717.511230
	Iteration 74Q: 3 clusters Score -1926688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1926687.750000 Penalty: 4717.511230
	Iteration 75Q: 3 clusters Score -1926688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1926687.750000 Penalty: 4717.511230
	Iteration 76F: 3 clusters Score -1926688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -37602.382812 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -37602.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36322.839844 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -36322.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36517.820312 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -36517.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36662.929688 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -36662.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36733.699219 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -36733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36770.527344 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -36770.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36790.792969 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -36790.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36804.898438 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -36804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36828.277344 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -36828.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36834.421875 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -36834.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36834.421875 Penalty: 2853.275879
	Iteration 9F: 3 clusters Score -36834.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -157510.500000 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -157510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155628.062500 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -155628.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156713.765625 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -156713.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157381.046875 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -157381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -158107.109375 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -158107.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158321.046875 Penalty: 3545.969238
	Iteration 4F: 3 clusters Score -158321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -158481.375000 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -158481.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -158580.953125 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -158581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -158623.046875 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -158623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -158643.828125 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -158643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -158659.390625 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -158659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -158698.703125 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -158698.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -158767.828125 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -158767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -158833.953125 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -158834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -158920.171875 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -158920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -158924.359375 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -158924.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -158924.968750 Penalty: 3545.969238
	Iteration 15F: 3 clusters Score -158925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -158965.812500 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -158965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -158965.812500 Penalty: 3545.969238
	Iteration 17F: 3 clusters Score -158965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 47469 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193802 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161668 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13786 members 
Mstep: Class 17 contains 43036 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64867 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 13080 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 13509 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
Score: -95481624.000000 Penalty: 109682.515625
Splitting cluster 30 changes total score from -95481592.000000 to -95481624.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 31 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -39671.113281 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -39671.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38435.878906 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -38435.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38645.253906 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -38645.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38686.613281 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -38686.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38700.460938 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -38700.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38700.460938 Penalty: 2851.698975
	Iteration 4F: 3 clusters Score -38700.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -86761.789062 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -86761.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85153.039062 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -85153.04 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85452.617188 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -85452.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85574.078125 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -85574.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85623.273438 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -85623.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85669.921875 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -85669.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85738.718750 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -85738.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85765.843750 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -85765.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85782.757812 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -85782.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85784.734375 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -85784.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85784.734375 Penalty: 3236.414795
	Iteration 9F: 3 clusters Score -85784.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 47469 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193802 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161668 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13786 members 
Mstep: Class 17 contains 43036 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64867 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 13080 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 13509 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481624.000000 Penalty: 109682.515625
Iteration 119Q: 34 clusters Score -9.548162e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14216 members 
Mstep: Class 5 contains 47479 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193803 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161666 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13790 members 
Mstep: Class 17 contains 43038 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 13078 members 
Mstep: Class 27 contains 8476 members 
Mstep: Class 28 contains 13508 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481600.000000 Penalty: 109682.515625
Iteration 120F: 34 clusters Score -9.54816e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 47489 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193804 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161664 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 43037 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64870 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6342 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13077 members 
Mstep: Class 27 contains 8475 members 
Mstep: Class 28 contains 13507 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481640.000000 Penalty: 109682.515625
Iteration 121Q: 34 clusters Score -9.548164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 47491 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 34224 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193802 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161665 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 43037 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13076 members 
Mstep: Class 27 contains 8474 members 
Mstep: Class 28 contains 13508 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481656.000000 Penalty: 109682.515625
Iteration 122Q: 34 clusters Score -9.548166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47491 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 34225 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 193807 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161658 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13793 members 
Mstep: Class 17 contains 43038 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64872 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8469 members 
Mstep: Class 28 contains 13509 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481760.000000 Penalty: 109682.515625
Iteration 123Q: 34 clusters Score -9.548176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14212 members 
Mstep: Class 5 contains 47491 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34225 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193810 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161654 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13793 members 
Mstep: Class 17 contains 43039 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 64872 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6342 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8470 members 
Mstep: Class 28 contains 13509 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 318 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481776.000000 Penalty: 109682.515625
Iteration 124Q: 34 clusters Score -9.548178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 47492 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34225 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193806 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161657 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13793 members 
Mstep: Class 17 contains 43041 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64872 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8470 members 
Mstep: Class 28 contains 13508 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481768.000000 Penalty: 109682.515625
Iteration 125Q: 34 clusters Score -9.548177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 47493 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34226 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193800 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161662 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13793 members 
Mstep: Class 17 contains 43043 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8469 members 
Mstep: Class 28 contains 13510 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481808.000000 Penalty: 109682.515625
Iteration 126Q: 34 clusters Score -9.548181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 47493 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34228 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193799 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161662 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13794 members 
Mstep: Class 17 contains 43042 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6337 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8468 members 
Mstep: Class 28 contains 13511 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481800.000000 Penalty: 109682.515625
Iteration 127Q: 34 clusters Score -9.54818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 47494 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34228 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193797 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161664 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13794 members 
Mstep: Class 17 contains 43043 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8467 members 
Mstep: Class 28 contains 13511 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481808.000000 Penalty: 109682.515625
Iteration 128Q: 34 clusters Score -9.548181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34228 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193793 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161669 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13795 members 
Mstep: Class 17 contains 43044 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64870 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8464 members 
Mstep: Class 28 contains 13511 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481800.000000 Penalty: 109682.515625
Iteration 129Q: 34 clusters Score -9.54818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34228 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193789 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161673 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13796 members 
Mstep: Class 17 contains 43045 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64870 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8461 members 
Mstep: Class 28 contains 13511 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481848.000000 Penalty: 109682.515625
Iteration 130Q: 34 clusters Score -9.548185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34229 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193780 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161680 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13796 members 
Mstep: Class 17 contains 43047 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64870 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481824.000000 Penalty: 109682.515625
Iteration 131Q: 34 clusters Score -9.548182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34230 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 193770 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161689 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 43047 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64870 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481776.000000 Penalty: 109682.515625
Iteration 132Q: 34 clusters Score -9.548178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34230 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193769 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161692 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64870 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13073 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481760.000000 Penalty: 109682.515625
Iteration 133Q: 34 clusters Score -9.548176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34231 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193759 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161701 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481784.000000 Penalty: 109682.515625
Iteration 134Q: 34 clusters Score -9.548178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193746 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161713 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481760.000000 Penalty: 109682.515625
Iteration 135Q: 34 clusters Score -9.548176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193742 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161717 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481744.000000 Penalty: 109682.515625
Iteration 136Q: 34 clusters Score -9.548174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47496 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193738 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161719 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481736.000000 Penalty: 109682.515625
Iteration 137Q: 34 clusters Score -9.548174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47497 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193736 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161721 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481688.000000 Penalty: 109682.515625
Iteration 138Q: 34 clusters Score -9.548169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47497 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193732 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161723 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481704.000000 Penalty: 109682.515625
Iteration 139Q: 34 clusters Score -9.54817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47497 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193730 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161724 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481728.000000 Penalty: 109682.515625
Iteration 140F: 34 clusters Score -9.548173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47497 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193725 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161728 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13800 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481728.000000 Penalty: 109682.515625
Iteration 141Q: 34 clusters Score -9.548173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47498 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193712 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161741 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481704.000000 Penalty: 109682.515625
Iteration 142Q: 34 clusters Score -9.54817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34234 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193708 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161743 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481712.000000 Penalty: 109682.515625
Iteration 143Q: 34 clusters Score -9.548171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34234 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193700 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161751 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481720.000000 Penalty: 109682.515625
Iteration 144Q: 34 clusters Score -9.548172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193695 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161757 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64871 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481744.000000 Penalty: 109682.515625
Iteration 145Q: 34 clusters Score -9.548174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193691 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161764 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481744.000000 Penalty: 109682.515625
Iteration 146Q: 34 clusters Score -9.548174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193688 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161767 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481720.000000 Penalty: 109682.515625
Iteration 147Q: 34 clusters Score -9.548172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193682 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161773 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481720.000000 Penalty: 109682.515625
Iteration 148Q: 34 clusters Score -9.548172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193679 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161776 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481736.000000 Penalty: 109682.515625
Iteration 149Q: 34 clusters Score -9.548174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193675 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161780 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481736.000000 Penalty: 109682.515625
Iteration 150Q: 34 clusters Score -9.548174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193672 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161782 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481744.000000 Penalty: 109682.515625
Iteration 151Q: 34 clusters Score -9.548174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193671 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481752.000000 Penalty: 109682.515625
Iteration 152Q: 34 clusters Score -9.548175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193672 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481728.000000 Penalty: 109682.515625
Iteration 153Q: 34 clusters Score -9.548173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193672 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161782 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481768.000000 Penalty: 109682.515625
Iteration 154Q: 34 clusters Score -9.548177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481752.000000 Penalty: 109682.515625
Iteration 155Q: 34 clusters Score -9.548175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481768.000000 Penalty: 109682.515625
Iteration 156Q: 34 clusters Score -9.548177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481768.000000 Penalty: 109682.515625
Iteration 157F: 34 clusters Score -9.548177e+07 nChanged 0
Entering ConstructFrom: 
Score: -95481768.000000 Penalty: 109682.515625
Entering ConstructFrom: 
Trying to split cluster 1 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -902177.125000 Penalty: 2169.382812
	Iteration 0F: 2 clusters Score -902177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -896890.250000 Penalty: 4338.765625
	Iteration 0F: 3 clusters Score -896890.2 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -898447.375000 Penalty: 4338.765625
	Iteration 1F: 3 clusters Score -898447.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -898787.250000 Penalty: 4338.765625
	Iteration 2F: 3 clusters Score -898787.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -899005.750000 Penalty: 4338.765625
	Iteration 3F: 3 clusters Score -899005.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -899189.625000 Penalty: 4338.765625
	Iteration 4Q: 3 clusters Score -899189.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -899306.125000 Penalty: 4338.765625
	Iteration 5Q: 3 clusters Score -899306.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -899394.750000 Penalty: 4338.765625
	Iteration 6Q: 3 clusters Score -899394.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -899488.000000 Penalty: 4338.765625
	Iteration 7Q: 3 clusters Score -899488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -899576.437500 Penalty: 4338.765625
	Iteration 8Q: 3 clusters Score -899576.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -899660.562500 Penalty: 4338.765625
	Iteration 9Q: 3 clusters Score -899660.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -899739.125000 Penalty: 4338.765625
	Iteration 10Q: 3 clusters Score -899739.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -899843.687500 Penalty: 4338.765625
	Iteration 11Q: 3 clusters Score -899843.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -899959.562500 Penalty: 4338.765625
	Iteration 12Q: 3 clusters Score -899959.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -900055.812500 Penalty: 4338.765625
	Iteration 13Q: 3 clusters Score -900055.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -900157.500000 Penalty: 4338.765625
	Iteration 14Q: 3 clusters Score -900157.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -900281.687500 Penalty: 4338.765625
	Iteration 15Q: 3 clusters Score -900281.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -900437.500000 Penalty: 4338.765625
	Iteration 16Q: 3 clusters Score -900437.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -900631.187500 Penalty: 4338.765625
	Iteration 17Q: 3 clusters Score -900631.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -900885.750000 Penalty: 4338.765625
	Iteration 18Q: 3 clusters Score -900885.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -901122.062500 Penalty: 4338.765625
	Iteration 19Q: 3 clusters Score -901122.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -901349.625000 Penalty: 4338.765625
	Iteration 20F: 3 clusters Score -901349.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -901461.000000 Penalty: 4338.765625
	Iteration 21Q: 3 clusters Score -901461 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -901527.312500 Penalty: 4338.765625
	Iteration 22Q: 3 clusters Score -901527.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -901575.562500 Penalty: 4338.765625
	Iteration 23Q: 3 clusters Score -901575.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -901615.875000 Penalty: 4338.765625
	Iteration 24Q: 3 clusters Score -901615.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -901652.875000 Penalty: 4338.765625
	Iteration 25Q: 3 clusters Score -901652.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -901686.812500 Penalty: 4338.765625
	Iteration 26Q: 3 clusters Score -901686.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -901725.875000 Penalty: 4338.765625
	Iteration 27Q: 3 clusters Score -901725.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -901763.375000 Penalty: 4338.765625
	Iteration 28Q: 3 clusters Score -901763.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -901807.750000 Penalty: 4338.765625
	Iteration 29Q: 3 clusters Score -901807.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -901844.750000 Penalty: 4338.765625
	Iteration 30Q: 3 clusters Score -901844.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -901870.125000 Penalty: 4338.765625
	Iteration 31Q: 3 clusters Score -901870.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -901887.437500 Penalty: 4338.765625
	Iteration 32Q: 3 clusters Score -901887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -901893.750000 Penalty: 4338.765625
	Iteration 33Q: 3 clusters Score -901893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -901896.250000 Penalty: 4338.765625
	Iteration 34Q: 3 clusters Score -901896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -901897.437500 Penalty: 4338.765625
	Iteration 35Q: 3 clusters Score -901897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -901896.687500 Penalty: 4338.765625
	Iteration 36Q: 3 clusters Score -901896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -901897.625000 Penalty: 4338.765625
	Iteration 37Q: 3 clusters Score -901897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -901899.000000 Penalty: 4338.765625
	Iteration 38Q: 3 clusters Score -901899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -901899.000000 Penalty: 4338.765625
	Iteration 39F: 3 clusters Score -901899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -532697.375000 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -532697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -529031.437500 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -529031.4 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -529952.437500 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -529952.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -530147.437500 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -530147.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -530261.937500 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -530261.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -530336.062500 Penalty: 4065.432617
	Iteration 4Q: 3 clusters Score -530336.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -530409.000000 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -530409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -530469.437500 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -530469.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -530528.250000 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -530528.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -530562.187500 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -530562.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -530582.000000 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -530582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -530601.625000 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -530601.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -530622.125000 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -530622.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -530639.062500 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -530639.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -530654.625000 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -530654.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -530666.125000 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -530666.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -530675.062500 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -530675.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -530682.625000 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -530682.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -530692.625000 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -530692.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -530702.062500 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -530702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -530708.375000 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -530708.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -530719.500000 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -530719.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -530732.250000 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -530732.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -530742.937500 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -530742.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -530750.875000 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -530750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -530760.937500 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -530760.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -530771.062500 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -530771.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -530784.750000 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -530784.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -530793.812500 Penalty: 4065.432617
	Iteration 27Q: 3 clusters Score -530793.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -530806.187500 Penalty: 4065.432617
	Iteration 28Q: 3 clusters Score -530806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -530815.625000 Penalty: 4065.432617
	Iteration 29Q: 3 clusters Score -530815.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -530828.562500 Penalty: 4065.432617
	Iteration 30Q: 3 clusters Score -530828.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -530840.312500 Penalty: 4065.432617
	Iteration 31Q: 3 clusters Score -530840.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -530852.750000 Penalty: 4065.432617
	Iteration 32Q: 3 clusters Score -530852.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -530864.312500 Penalty: 4065.432617
	Iteration 33Q: 3 clusters Score -530864.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -530879.375000 Penalty: 4065.432617
	Iteration 34Q: 3 clusters Score -530879.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -530891.687500 Penalty: 4065.432617
	Iteration 35Q: 3 clusters Score -530891.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -530903.250000 Penalty: 4065.432617
	Iteration 36Q: 3 clusters Score -530903.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -530917.437500 Penalty: 4065.432617
	Iteration 37Q: 3 clusters Score -530917.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -530926.812500 Penalty: 4065.432617
	Iteration 38Q: 3 clusters Score -530926.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -530940.875000 Penalty: 4065.432617
	Iteration 39Q: 3 clusters Score -530940.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -530949.125000 Penalty: 4065.432617
	Iteration 40F: 3 clusters Score -530949.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -530956.562500 Penalty: 4065.432617
	Iteration 41Q: 3 clusters Score -530956.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530972.625000 Penalty: 4065.432617
	Iteration 42Q: 3 clusters Score -530972.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -530986.625000 Penalty: 4065.432617
	Iteration 43Q: 3 clusters Score -530986.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -531009.000000 Penalty: 4065.432617
	Iteration 44Q: 3 clusters Score -531009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -531038.250000 Penalty: 4065.432617
	Iteration 45Q: 3 clusters Score -531038.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -531071.187500 Penalty: 4065.432617
	Iteration 46Q: 3 clusters Score -531071.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -531117.312500 Penalty: 4065.432617
	Iteration 47Q: 3 clusters Score -531117.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -531164.375000 Penalty: 4065.432617
	Iteration 48Q: 3 clusters Score -531164.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -531217.750000 Penalty: 4065.432617
	Iteration 49Q: 3 clusters Score -531217.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -531276.000000 Penalty: 4065.432617
	Iteration 50Q: 3 clusters Score -531276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -531335.187500 Penalty: 4065.432617
	Iteration 51Q: 3 clusters Score -531335.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -531380.062500 Penalty: 4065.432617
	Iteration 52Q: 3 clusters Score -531380.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -531415.562500 Penalty: 4065.432617
	Iteration 53Q: 3 clusters Score -531415.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -531455.562500 Penalty: 4065.432617
	Iteration 54Q: 3 clusters Score -531455.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -531494.312500 Penalty: 4065.432617
	Iteration 55Q: 3 clusters Score -531494.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -531514.750000 Penalty: 4065.432617
	Iteration 56Q: 3 clusters Score -531514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -531526.250000 Penalty: 4065.432617
	Iteration 57Q: 3 clusters Score -531526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -531532.812500 Penalty: 4065.432617
	Iteration 58Q: 3 clusters Score -531532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -531538.812500 Penalty: 4065.432617
	Iteration 59Q: 3 clusters Score -531538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -531541.500000 Penalty: 4065.432617
	Iteration 60F: 3 clusters Score -531541.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -531545.937500 Penalty: 4065.432617
	Iteration 61Q: 3 clusters Score -531545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -531549.062500 Penalty: 4065.432617
	Iteration 62Q: 3 clusters Score -531549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -531551.812500 Penalty: 4065.432617
	Iteration 63Q: 3 clusters Score -531551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -531553.875000 Penalty: 4065.432617
	Iteration 64Q: 3 clusters Score -531553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -531555.687500 Penalty: 4065.432617
	Iteration 65Q: 3 clusters Score -531555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -531557.437500 Penalty: 4065.432617
	Iteration 66Q: 3 clusters Score -531557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -531560.437500 Penalty: 4065.432617
	Iteration 67Q: 3 clusters Score -531560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -531563.437500 Penalty: 4065.432617
	Iteration 68Q: 3 clusters Score -531563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -531567.125000 Penalty: 4065.432617
	Iteration 69Q: 3 clusters Score -531567.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -531569.437500 Penalty: 4065.432617
	Iteration 70Q: 3 clusters Score -531569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -531572.250000 Penalty: 4065.432617
	Iteration 71Q: 3 clusters Score -531572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -531575.125000 Penalty: 4065.432617
	Iteration 72Q: 3 clusters Score -531575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -531579.625000 Penalty: 4065.432617
	Iteration 73Q: 3 clusters Score -531579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -531584.187500 Penalty: 4065.432617
	Iteration 74Q: 3 clusters Score -531584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -531586.125000 Penalty: 4065.432617
	Iteration 75Q: 3 clusters Score -531586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -531590.562500 Penalty: 4065.432617
	Iteration 76Q: 3 clusters Score -531590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -531594.937500 Penalty: 4065.432617
	Iteration 77Q: 3 clusters Score -531594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -531595.500000 Penalty: 4065.432617
	Iteration 78Q: 3 clusters Score -531595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -531597.625000 Penalty: 4065.432617
	Iteration 79Q: 3 clusters Score -531597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -531602.000000 Penalty: 4065.432617
	Iteration 80F: 3 clusters Score -531602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -531602.750000 Penalty: 4065.432617
	Iteration 81Q: 3 clusters Score -531602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -531603.937500 Penalty: 4065.432617
	Iteration 82Q: 3 clusters Score -531603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -531603.937500 Penalty: 4065.432617
	Iteration 83F: 3 clusters Score -531603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -198671.671875 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -198671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -196483.875000 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -196483.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -196890.406250 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -196890.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -197029.890625 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -197029.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -197104.625000 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -197104.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -197161.156250 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -197161.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -197196.218750 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -197196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -197205.109375 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -197205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -197210.500000 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -197210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -197213.890625 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -197213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -197215.109375 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -197215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -197217.390625 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -197217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -197218.734375 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -197218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -197219.500000 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -197219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -197219.843750 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -197219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -197220.687500 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -197220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -197220.687500 Penalty: 3575.098633
	Iteration 15F: 3 clusters Score -197220.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -2086750.750000 Penalty: 2371.371826
	Iteration 0F: 2 clusters Score -2086751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2076381.250000 Penalty: 4742.743652
	Iteration 0F: 3 clusters Score -2076381 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2079692.625000 Penalty: 4742.743652
	Iteration 1F: 3 clusters Score -2079693 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2080007.750000 Penalty: 4742.743652
	Iteration 2F: 3 clusters Score -2080008 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2080226.125000 Penalty: 4742.743652
	Iteration 3Q: 3 clusters Score -2080226 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2080395.875000 Penalty: 4742.743652
	Iteration 4Q: 3 clusters Score -2080396 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2080552.500000 Penalty: 4742.743652
	Iteration 5Q: 3 clusters Score -2080552 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2080742.250000 Penalty: 4742.743652
	Iteration 6Q: 3 clusters Score -2080742 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2080952.625000 Penalty: 4742.743652
	Iteration 7Q: 3 clusters Score -2080953 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2081170.250000 Penalty: 4742.743652
	Iteration 8Q: 3 clusters Score -2081170 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2081430.000000 Penalty: 4742.743652
	Iteration 9Q: 3 clusters Score -2081430 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2081733.500000 Penalty: 4742.743652
	Iteration 10Q: 3 clusters Score -2081734 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2082081.875000 Penalty: 4742.743652
	Iteration 11Q: 3 clusters Score -2082082 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2082532.375000 Penalty: 4742.743652
	Iteration 12Q: 3 clusters Score -2082532 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2083103.500000 Penalty: 4742.743652
	Iteration 13Q: 3 clusters Score -2083104 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2083679.625000 Penalty: 4742.743652
	Iteration 14Q: 3 clusters Score -2083680 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2084176.500000 Penalty: 4742.743652
	Iteration 15Q: 3 clusters Score -2084176 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2084554.000000 Penalty: 4742.743652
	Iteration 16Q: 3 clusters Score -2084554 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2084816.125000 Penalty: 4742.743652
	Iteration 17Q: 3 clusters Score -2084816 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2085024.125000 Penalty: 4742.743652
	Iteration 18Q: 3 clusters Score -2085024 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2085157.875000 Penalty: 4742.743652
	Iteration 19Q: 3 clusters Score -2085158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2085256.000000 Penalty: 4742.743652
	Iteration 20F: 3 clusters Score -2085256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2085321.875000 Penalty: 4742.743652
	Iteration 21Q: 3 clusters Score -2085322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2085358.000000 Penalty: 4742.743652
	Iteration 22Q: 3 clusters Score -2085358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2085396.625000 Penalty: 4742.743652
	Iteration 23Q: 3 clusters Score -2085397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2085423.000000 Penalty: 4742.743652
	Iteration 24Q: 3 clusters Score -2085423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2085442.625000 Penalty: 4742.743652
	Iteration 25Q: 3 clusters Score -2085443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2085447.875000 Penalty: 4742.743652
	Iteration 26Q: 3 clusters Score -2085448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2085452.250000 Penalty: 4742.743652
	Iteration 27Q: 3 clusters Score -2085452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2085460.750000 Penalty: 4742.743652
	Iteration 28Q: 3 clusters Score -2085461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2085458.750000 Penalty: 4742.743652
	Iteration 29Q: 3 clusters Score -2085459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2085461.625000 Penalty: 4742.743652
	Iteration 30Q: 3 clusters Score -2085462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2085466.875000 Penalty: 4742.743652
	Iteration 31Q: 3 clusters Score -2085467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2085471.750000 Penalty: 4742.743652
	Iteration 32Q: 3 clusters Score -2085472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2085467.000000 Penalty: 4742.743652
	Iteration 33Q: 3 clusters Score -2085467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2085470.750000 Penalty: 4742.743652
	Iteration 34Q: 3 clusters Score -2085471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2085470.375000 Penalty: 4742.743652
	Iteration 35Q: 3 clusters Score -2085470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2085473.625000 Penalty: 4742.743652
	Iteration 36Q: 3 clusters Score -2085474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2085473.000000 Penalty: 4742.743652
	Iteration 37Q: 3 clusters Score -2085473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2085478.375000 Penalty: 4742.743652
	Iteration 38Q: 3 clusters Score -2085478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2085481.875000 Penalty: 4742.743652
	Iteration 39Q: 3 clusters Score -2085482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2085479.375000 Penalty: 4742.743652
	Iteration 40F: 3 clusters Score -2085479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2085481.750000 Penalty: 4742.743652
	Iteration 41Q: 3 clusters Score -2085482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2085481.500000 Penalty: 4742.743652
	Iteration 42Q: 3 clusters Score -2085482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2085481.500000 Penalty: 4742.743652
	Iteration 43F: 3 clusters Score -2085482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Entering Unmasked Estep 
Score: -6966099.500000 Penalty: 2670.584229
	Iteration 0F: 2 clusters Score -6966100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -6934067.500000 Penalty: 5341.168457
	Iteration 0F: 3 clusters Score -6934068 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -6946466.000000 Penalty: 5341.168457
	Iteration 1F: 3 clusters Score -6946466 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -6947185.500000 Penalty: 5341.168457
	Iteration 2Q: 3 clusters Score -6947186 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -6947994.000000 Penalty: 5341.168457
	Iteration 3Q: 3 clusters Score -6947994 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -6949012.000000 Penalty: 5341.168457
	Iteration 4Q: 3 clusters Score -6949012 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6950086.000000 Penalty: 5341.168457
	Iteration 5Q: 3 clusters Score -6950086 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -6951184.000000 Penalty: 5341.168457
	Iteration 6Q: 3 clusters Score -6951184 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6952542.500000 Penalty: 5341.168457
	Iteration 7F: 3 clusters Score -6952542 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -6953967.000000 Penalty: 5341.168457
	Iteration 8F: 3 clusters Score -6953967 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -6955448.000000 Penalty: 5341.168457
	Iteration 9Q: 3 clusters Score -6955448 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -6957107.500000 Penalty: 5341.168457
	Iteration 10Q: 3 clusters Score -6957108 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6958734.500000 Penalty: 5341.168457
	Iteration 11Q: 3 clusters Score -6958734 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -6960211.000000 Penalty: 5341.168457
	Iteration 12Q: 3 clusters Score -6960211 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6961387.000000 Penalty: 5341.168457
	Iteration 13Q: 3 clusters Score -6961387 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6962310.500000 Penalty: 5341.168457
	Iteration 14Q: 3 clusters Score -6962310 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6962871.500000 Penalty: 5341.168457
	Iteration 15Q: 3 clusters Score -6962872 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6963243.000000 Penalty: 5341.168457
	Iteration 16Q: 3 clusters Score -6963243 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6963474.000000 Penalty: 5341.168457
	Iteration 17Q: 3 clusters Score -6963474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6963627.500000 Penalty: 5341.168457
	Iteration 18Q: 3 clusters Score -6963628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6963733.000000 Penalty: 5341.168457
	Iteration 19Q: 3 clusters Score -6963733 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6963825.500000 Penalty: 5341.168457
	Iteration 20F: 3 clusters Score -6963826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6963888.000000 Penalty: 5341.168457
	Iteration 21Q: 3 clusters Score -6963888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6963920.500000 Penalty: 5341.168457
	Iteration 22Q: 3 clusters Score -6963920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6963956.000000 Penalty: 5341.168457
	Iteration 23Q: 3 clusters Score -6963956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6963972.500000 Penalty: 5341.168457
	Iteration 24Q: 3 clusters Score -6963972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6963987.500000 Penalty: 5341.168457
	Iteration 25Q: 3 clusters Score -6963988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6964010.500000 Penalty: 5341.168457
	Iteration 26Q: 3 clusters Score -6964010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6964010.500000 Penalty: 5341.168457
	Iteration 27Q: 3 clusters Score -6964010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6964016.500000 Penalty: 5341.168457
	Iteration 28Q: 3 clusters Score -6964016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6964020.000000 Penalty: 5341.168457
	Iteration 29Q: 3 clusters Score -6964020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6964035.500000 Penalty: 5341.168457
	Iteration 30Q: 3 clusters Score -6964036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6964032.000000 Penalty: 5341.168457
	Iteration 31Q: 3 clusters Score -6964032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6964037.000000 Penalty: 5341.168457
	Iteration 32Q: 3 clusters Score -6964037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6964041.000000 Penalty: 5341.168457
	Iteration 33Q: 3 clusters Score -6964041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6964047.500000 Penalty: 5341.168457
	Iteration 34Q: 3 clusters Score -6964048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6964053.000000 Penalty: 5341.168457
	Iteration 35Q: 3 clusters Score -6964053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6964058.000000 Penalty: 5341.168457
	Iteration 36Q: 3 clusters Score -6964058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6964053.500000 Penalty: 5341.168457
	Iteration 37Q: 3 clusters Score -6964054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6964058.000000 Penalty: 5341.168457
	Iteration 38Q: 3 clusters Score -6964058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6964050.500000 Penalty: 5341.168457
	Iteration 39Q: 3 clusters Score -6964050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6964055.000000 Penalty: 5341.168457
	Iteration 40F: 3 clusters Score -6964055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6964057.000000 Penalty: 5341.168457
	Iteration 41Q: 3 clusters Score -6964057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6964056.000000 Penalty: 5341.168457
	Iteration 42Q: 3 clusters Score -6964056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6964058.500000 Penalty: 5341.168457
	Iteration 43Q: 3 clusters Score -6964058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6964062.000000 Penalty: 5341.168457
	Iteration 44Q: 3 clusters Score -6964062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6964064.000000 Penalty: 5341.168457
	Iteration 45Q: 3 clusters Score -6964064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6964064.000000 Penalty: 5341.168457
	Iteration 46Q: 3 clusters Score -6964064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6964063.500000 Penalty: 5341.168457
	Iteration 47Q: 3 clusters Score -6964064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6964063.000000 Penalty: 5341.168457
	Iteration 48Q: 3 clusters Score -6964063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6964071.000000 Penalty: 5341.168457
	Iteration 49Q: 3 clusters Score -6964071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6964069.500000 Penalty: 5341.168457
	Iteration 50Q: 3 clusters Score -6964070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6964069.000000 Penalty: 5341.168457
	Iteration 51Q: 3 clusters Score -6964069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6964067.500000 Penalty: 5341.168457
	Iteration 52Q: 3 clusters Score -6964068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6964067.500000 Penalty: 5341.168457
	Iteration 53Q: 3 clusters Score -6964068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6964067.500000 Penalty: 5341.168457
	Iteration 54F: 3 clusters Score -6964068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -1171918.625000 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -1171919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1165595.250000 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -1165595 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1167304.625000 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -1167305 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1167526.875000 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -1167527 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1167684.000000 Penalty: 4455.910156
	Iteration 3Q: 3 clusters Score -1167684 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1167801.000000 Penalty: 4455.910156
	Iteration 4Q: 3 clusters Score -1167801 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1167904.500000 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -1167904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1167982.750000 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -1167983 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1168070.250000 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -1168070 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1168168.750000 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -1168169 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1168288.375000 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -1168288 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1168405.375000 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -1168405 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1168551.125000 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -1168551 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1168735.375000 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -1168735 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1168969.000000 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -1168969 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1169179.750000 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -1169180 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1169366.250000 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -1169366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1169513.500000 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -1169514 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1169622.500000 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -1169622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1169701.625000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -1169702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1169769.125000 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -1169769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1169818.375000 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -1169818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1169864.125000 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -1169864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1169890.250000 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -1169890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1169902.625000 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -1169903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1169911.000000 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -1169911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1169921.750000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -1169922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1169934.250000 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -1169934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1169938.875000 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -1169939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1169939.125000 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -1169939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1169941.750000 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -1169942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1169942.125000 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -1169942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1169944.750000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -1169945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1169947.000000 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -1169947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1169947.625000 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -1169948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1169947.625000 Penalty: 4455.910156
	Iteration 34F: 3 clusters Score -1169948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -623877.500000 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -623877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -619801.375000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -619801.4 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -620733.687500 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -620733.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -621000.250000 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -621000.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -621215.187500 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -621215.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -621414.437500 Penalty: 4151.906250
	Iteration 4F: 3 clusters Score -621414.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -621586.562500 Penalty: 4151.906250
	Iteration 5F: 3 clusters Score -621586.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -621768.562500 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -621768.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -621963.625000 Penalty: 4151.906250
	Iteration 7F: 3 clusters Score -621963.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -622138.875000 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -622138.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -622259.562500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -622259.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -622354.812500 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -622354.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -622420.312500 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -622420.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -622460.312500 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -622460.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -622490.125000 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -622490.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -622520.312500 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -622520.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -622543.625000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -622543.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -622563.937500 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -622563.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -622580.562500 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -622580.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -622591.312500 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -622591.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -622605.125000 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -622605.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -622620.125000 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -622620.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -622635.500000 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -622635.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -622647.625000 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -622647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -622653.250000 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -622653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -622659.062500 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -622659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -622660.812500 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -622660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -622662.062500 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -622662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -622665.000000 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -622665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -622669.250000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -622669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -622675.187500 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -622675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -622679.437500 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -622679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -622683.250000 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -622683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -622685.062500 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -622685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -622685.875000 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -622685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -622686.937500 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -622686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -622686.875000 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -622686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -622686.937500 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -622686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -622686.937500 Penalty: 4151.906250
	Iteration 37F: 3 clusters Score -622686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -43762.160156 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -43762.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42417.871094 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -42417.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42651.484375 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -42651.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42736.925781 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -42736.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42763.613281 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -42763.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42779.234375 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -42779.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42790.925781 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -42790.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42795.984375 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -42795.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42795.984375 Penalty: 3032.386475
	Iteration 7F: 3 clusters Score -42795.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Entering Unmasked Estep 
Score: -5055435.000000 Penalty: 2589.368896
	Iteration 0F: 2 clusters Score -5055435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -5032175.500000 Penalty: 5178.737793
	Iteration 0F: 3 clusters Score -5032176 nChanged 15495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -5040566.000000 Penalty: 5178.737793
	Iteration 1F: 3 clusters Score -5040566 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -5041074.000000 Penalty: 5178.737793
	Iteration 2Q: 3 clusters Score -5041074 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5041597.500000 Penalty: 5178.737793
	Iteration 3Q: 3 clusters Score -5041598 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5042131.500000 Penalty: 5178.737793
	Iteration 4Q: 3 clusters Score -5042132 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5042678.000000 Penalty: 5178.737793
	Iteration 5Q: 3 clusters Score -5042678 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -5043400.500000 Penalty: 5178.737793
	Iteration 6Q: 3 clusters Score -5043400 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5044338.500000 Penalty: 5178.737793
	Iteration 7F: 3 clusters Score -5044338 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5045463.500000 Penalty: 5178.737793
	Iteration 8F: 3 clusters Score -5045464 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5046781.500000 Penalty: 5178.737793
	Iteration 9F: 3 clusters Score -5046782 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -5048261.500000 Penalty: 5178.737793
	Iteration 10F: 3 clusters Score -5048262 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -5049856.500000 Penalty: 5178.737793
	Iteration 11F: 3 clusters Score -5049856 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -5051317.000000 Penalty: 5178.737793
	Iteration 12Q: 3 clusters Score -5051317 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5052230.000000 Penalty: 5178.737793
	Iteration 13Q: 3 clusters Score -5052230 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -5052653.500000 Penalty: 5178.737793
	Iteration 14Q: 3 clusters Score -5052654 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -5052906.000000 Penalty: 5178.737793
	Iteration 15Q: 3 clusters Score -5052906 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -5053065.500000 Penalty: 5178.737793
	Iteration 16Q: 3 clusters Score -5053066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -5053161.000000 Penalty: 5178.737793
	Iteration 17Q: 3 clusters Score -5053161 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -5053206.000000 Penalty: 5178.737793
	Iteration 18Q: 3 clusters Score -5053206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5053222.000000 Penalty: 5178.737793
	Iteration 19Q: 3 clusters Score -5053222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5053239.000000 Penalty: 5178.737793
	Iteration 20F: 3 clusters Score -5053239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -5053254.000000 Penalty: 5178.737793
	Iteration 21Q: 3 clusters Score -5053254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5053267.500000 Penalty: 5178.737793
	Iteration 22Q: 3 clusters Score -5053268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5053271.000000 Penalty: 5178.737793
	Iteration 23Q: 3 clusters Score -5053271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -5053273.500000 Penalty: 5178.737793
	Iteration 24Q: 3 clusters Score -5053274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -5053277.000000 Penalty: 5178.737793
	Iteration 25Q: 3 clusters Score -5053277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -5053284.500000 Penalty: 5178.737793
	Iteration 26Q: 3 clusters Score -5053284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -5053291.000000 Penalty: 5178.737793
	Iteration 27Q: 3 clusters Score -5053291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -5053301.500000 Penalty: 5178.737793
	Iteration 28Q: 3 clusters Score -5053302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -5053308.500000 Penalty: 5178.737793
	Iteration 29Q: 3 clusters Score -5053308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -5053315.500000 Penalty: 5178.737793
	Iteration 30Q: 3 clusters Score -5053316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -5053332.500000 Penalty: 5178.737793
	Iteration 31Q: 3 clusters Score -5053332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -5053334.000000 Penalty: 5178.737793
	Iteration 32Q: 3 clusters Score -5053334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -5053339.000000 Penalty: 5178.737793
	Iteration 33Q: 3 clusters Score -5053339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -5053348.500000 Penalty: 5178.737793
	Iteration 34Q: 3 clusters Score -5053348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -5053356.000000 Penalty: 5178.737793
	Iteration 35Q: 3 clusters Score -5053356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5053363.500000 Penalty: 5178.737793
	Iteration 36Q: 3 clusters Score -5053364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5053362.500000 Penalty: 5178.737793
	Iteration 37Q: 3 clusters Score -5053362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -5053370.500000 Penalty: 5178.737793
	Iteration 38Q: 3 clusters Score -5053370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -5053369.500000 Penalty: 5178.737793
	Iteration 39Q: 3 clusters Score -5053370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -5053372.000000 Penalty: 5178.737793
	Iteration 40F: 3 clusters Score -5053372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -751877.187500 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -751877.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -747147.187500 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -747147.2 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -748265.875000 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -748265.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -748486.875000 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -748486.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -748634.250000 Penalty: 4255.297363
	Iteration 3F: 3 clusters Score -748634.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -748742.875000 Penalty: 4255.297363
	Iteration 4Q: 3 clusters Score -748742.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -748839.812500 Penalty: 4255.297363
	Iteration 5Q: 3 clusters Score -748839.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -748939.375000 Penalty: 4255.297363
	Iteration 6Q: 3 clusters Score -748939.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -749031.875000 Penalty: 4255.297363
	Iteration 7Q: 3 clusters Score -749031.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -749105.750000 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -749105.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -749165.500000 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -749165.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -749219.937500 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -749219.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -749271.375000 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -749271.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -749319.562500 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -749319.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -749371.437500 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -749371.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -749423.312500 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -749423.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -749461.000000 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -749461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -749493.250000 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -749493.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -749530.750000 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -749530.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -749563.437500 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -749563.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -749595.500000 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -749595.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -749633.562500 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -749633.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -749667.125000 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -749667.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -749699.125000 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -749699.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -749725.125000 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -749725.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -749744.812500 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -749744.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -749767.437500 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -749767.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -749790.062500 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -749790.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -749802.062500 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -749802.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -749817.812500 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -749817.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -749831.437500 Penalty: 4255.297363
	Iteration 29Q: 3 clusters Score -749831.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -749844.562500 Penalty: 4255.297363
	Iteration 30Q: 3 clusters Score -749844.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -749858.312500 Penalty: 4255.297363
	Iteration 31Q: 3 clusters Score -749858.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -749866.625000 Penalty: 4255.297363
	Iteration 32Q: 3 clusters Score -749866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -749872.125000 Penalty: 4255.297363
	Iteration 33Q: 3 clusters Score -749872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -749883.562500 Penalty: 4255.297363
	Iteration 34Q: 3 clusters Score -749883.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -749899.312500 Penalty: 4255.297363
	Iteration 35Q: 3 clusters Score -749899.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -749910.875000 Penalty: 4255.297363
	Iteration 36Q: 3 clusters Score -749910.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -749921.625000 Penalty: 4255.297363
	Iteration 37Q: 3 clusters Score -749921.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -749930.187500 Penalty: 4255.297363
	Iteration 38Q: 3 clusters Score -749930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -749933.250000 Penalty: 4255.297363
	Iteration 39Q: 3 clusters Score -749933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -749935.562500 Penalty: 4255.297363
	Iteration 40F: 3 clusters Score -749935.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -749943.187500 Penalty: 4255.297363
	Iteration 41Q: 3 clusters Score -749943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -749948.125000 Penalty: 4255.297363
	Iteration 42Q: 3 clusters Score -749948.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -749951.750000 Penalty: 4255.297363
	Iteration 43Q: 3 clusters Score -749951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -749956.125000 Penalty: 4255.297363
	Iteration 44Q: 3 clusters Score -749956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -749958.500000 Penalty: 4255.297363
	Iteration 45Q: 3 clusters Score -749958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -749960.812500 Penalty: 4255.297363
	Iteration 46Q: 3 clusters Score -749960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -749962.687500 Penalty: 4255.297363
	Iteration 47Q: 3 clusters Score -749962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -749964.687500 Penalty: 4255.297363
	Iteration 48Q: 3 clusters Score -749964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -749967.687500 Penalty: 4255.297363
	Iteration 49Q: 3 clusters Score -749967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -749969.750000 Penalty: 4255.297363
	Iteration 50Q: 3 clusters Score -749969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -749972.875000 Penalty: 4255.297363
	Iteration 51Q: 3 clusters Score -749972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -749974.312500 Penalty: 4255.297363
	Iteration 52Q: 3 clusters Score -749974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -749974.000000 Penalty: 4255.297363
	Iteration 53Q: 3 clusters Score -749974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -749975.062500 Penalty: 4255.297363
	Iteration 54Q: 3 clusters Score -749975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -749975.062500 Penalty: 4255.297363
	Iteration 55F: 3 clusters Score -749975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (193669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193669 members 
Entering Unmasked Estep 
Score: -28951962.000000 Penalty: 3019.128418
	Iteration 0F: 2 clusters Score -2.895196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -28825318.000000 Penalty: 6038.256836
	Iteration 0F: 3 clusters Score -2.882532e+07 nChanged 92835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99931 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -28879738.000000 Penalty: 6038.256836
	Iteration 1F: 3 clusters Score -2.887974e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -28880748.000000 Penalty: 6038.256836
	Iteration 2Q: 3 clusters Score -2.888075e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -28882120.000000 Penalty: 6038.256836
	Iteration 3Q: 3 clusters Score -2.888212e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -28883958.000000 Penalty: 6038.256836
	Iteration 4Q: 3 clusters Score -2.888396e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -28887024.000000 Penalty: 6038.256836
	Iteration 5Q: 3 clusters Score -2.888702e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -28892366.000000 Penalty: 6038.256836
	Iteration 6F: 3 clusters Score -2.889237e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -28901030.000000 Penalty: 6038.256836
	Iteration 7F: 3 clusters Score -2.890103e+07 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -28913468.000000 Penalty: 6038.256836
	Iteration 8F: 3 clusters Score -2.891347e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -28926840.000000 Penalty: 6038.256836
	Iteration 9F: 3 clusters Score -2.892684e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -28937384.000000 Penalty: 6038.256836
	Iteration 10F: 3 clusters Score -2.893738e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186893 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -28944096.000000 Penalty: 6038.256836
	Iteration 11Q: 3 clusters Score -2.89441e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190787 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -28947310.000000 Penalty: 6038.256836
	Iteration 12Q: 3 clusters Score -2.894731e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192417 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -28948450.000000 Penalty: 6038.256836
	Iteration 13Q: 3 clusters Score -2.894845e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192960 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -28948820.000000 Penalty: 6038.256836
	Iteration 14Q: 3 clusters Score -2.894882e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193158 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -28949018.000000 Penalty: 6038.256836
	Iteration 15Q: 3 clusters Score -2.894902e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193234 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28949124.000000 Penalty: 6038.256836
	Iteration 16Q: 3 clusters Score -2.894912e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193273 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28949156.000000 Penalty: 6038.256836
	Iteration 17Q: 3 clusters Score -2.894916e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193304 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28949200.000000 Penalty: 6038.256836
	Iteration 18Q: 3 clusters Score -2.89492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193324 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28949238.000000 Penalty: 6038.256836
	Iteration 19Q: 3 clusters Score -2.894924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193335 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28949242.000000 Penalty: 6038.256836
	Iteration 20F: 3 clusters Score -2.894924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193342 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -28949272.000000 Penalty: 6038.256836
	Iteration 21Q: 3 clusters Score -2.894927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193341 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28949278.000000 Penalty: 6038.256836
	Iteration 22Q: 3 clusters Score -2.894928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193343 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28949298.000000 Penalty: 6038.256836
	Iteration 23Q: 3 clusters Score -2.89493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28949296.000000 Penalty: 6038.256836
	Iteration 24Q: 3 clusters Score -2.89493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193348 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28949320.000000 Penalty: 6038.256836
	Iteration 25Q: 3 clusters Score -2.894932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193349 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28949324.000000 Penalty: 6038.256836
	Iteration 26Q: 3 clusters Score -2.894932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193350 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28949324.000000 Penalty: 6038.256836
	Iteration 27Q: 3 clusters Score -2.894932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193350 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28949324.000000 Penalty: 6038.256836
	Iteration 28F: 3 clusters Score -2.894932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -39673.847656 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -39673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38399.902344 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -38399.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38550.582031 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -38550.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38588.425781 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -38588.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38601.117188 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -38601.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38604.589844 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -38604.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38604.589844 Penalty: 2837.274658
	Iteration 5F: 3 clusters Score -38604.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Entering Unmasked Estep 
Score: -24121700.000000 Penalty: 2974.514648
	Iteration 0F: 2 clusters Score -2.41217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -24019604.000000 Penalty: 5949.029297
	Iteration 0F: 3 clusters Score -2.40196e+07 nChanged 77945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -24065698.000000 Penalty: 5949.029297
	Iteration 1F: 3 clusters Score -2.40657e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -24067746.000000 Penalty: 5949.029297
	Iteration 2Q: 3 clusters Score -2.406775e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -24070410.000000 Penalty: 5949.029297
	Iteration 3Q: 3 clusters Score -2.407041e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -24073802.000000 Penalty: 5949.029297
	Iteration 4Q: 3 clusters Score -2.40738e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -24078686.000000 Penalty: 5949.029297
	Iteration 5F: 3 clusters Score -2.407869e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -24085382.000000 Penalty: 5949.029297
	Iteration 6F: 3 clusters Score -2.408538e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -24092866.000000 Penalty: 5949.029297
	Iteration 7F: 3 clusters Score -2.409287e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -24099526.000000 Penalty: 5949.029297
	Iteration 8F: 3 clusters Score -2.409953e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113024 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -24104516.000000 Penalty: 5949.029297
	Iteration 9F: 3 clusters Score -2.410452e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -24107324.000000 Penalty: 5949.029297
	Iteration 10Q: 3 clusters Score -2.410732e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119533 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -24108750.000000 Penalty: 5949.029297
	Iteration 11Q: 3 clusters Score -2.410875e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -24109814.000000 Penalty: 5949.029297
	Iteration 12Q: 3 clusters Score -2.410981e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125497 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -24110642.000000 Penalty: 5949.029297
	Iteration 13Q: 3 clusters Score -2.411064e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -24111672.000000 Penalty: 5949.029297
	Iteration 14Q: 3 clusters Score -2.411167e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131656 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -24112394.000000 Penalty: 5949.029297
	Iteration 15Q: 3 clusters Score -2.411239e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -24113358.000000 Penalty: 5949.029297
	Iteration 16Q: 3 clusters Score -2.411336e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -24114198.000000 Penalty: 5949.029297
	Iteration 17Q: 3 clusters Score -2.41142e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139824 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -24114644.000000 Penalty: 5949.029297
	Iteration 18Q: 3 clusters Score -2.411464e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141957 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -24115098.000000 Penalty: 5949.029297
	Iteration 19Q: 3 clusters Score -2.41151e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -24115350.000000 Penalty: 5949.029297
	Iteration 20F: 3 clusters Score -2.411535e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -24115524.000000 Penalty: 5949.029297
	Iteration 21Q: 3 clusters Score -2.411552e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -24115734.000000 Penalty: 5949.029297
	Iteration 22Q: 3 clusters Score -2.411573e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -24116124.000000 Penalty: 5949.029297
	Iteration 23Q: 3 clusters Score -2.411612e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149328 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -24116358.000000 Penalty: 5949.029297
	Iteration 24Q: 3 clusters Score -2.411636e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150464 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -24116600.000000 Penalty: 5949.029297
	Iteration 25Q: 3 clusters Score -2.41166e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -24116860.000000 Penalty: 5949.029297
	Iteration 26Q: 3 clusters Score -2.411686e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152433 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -24117178.000000 Penalty: 5949.029297
	Iteration 27Q: 3 clusters Score -2.411718e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -24117406.000000 Penalty: 5949.029297
	Iteration 28Q: 3 clusters Score -2.411741e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154027 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -24117524.000000 Penalty: 5949.029297
	Iteration 29Q: 3 clusters Score -2.411752e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -24117682.000000 Penalty: 5949.029297
	Iteration 30Q: 3 clusters Score -2.411768e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -24117912.000000 Penalty: 5949.029297
	Iteration 31Q: 3 clusters Score -2.411791e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -24118160.000000 Penalty: 5949.029297
	Iteration 32Q: 3 clusters Score -2.411816e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -24118294.000000 Penalty: 5949.029297
	Iteration 33Q: 3 clusters Score -2.411829e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -24118466.000000 Penalty: 5949.029297
	Iteration 34Q: 3 clusters Score -2.411847e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -24118580.000000 Penalty: 5949.029297
	Iteration 35Q: 3 clusters Score -2.411858e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -24118716.000000 Penalty: 5949.029297
	Iteration 36Q: 3 clusters Score -2.411872e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157888 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -24118842.000000 Penalty: 5949.029297
	Iteration 37Q: 3 clusters Score -2.411884e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -24119008.000000 Penalty: 5949.029297
	Iteration 38Q: 3 clusters Score -2.411901e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158380 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -24119092.000000 Penalty: 5949.029297
	Iteration 39Q: 3 clusters Score -2.411909e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158552 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -24119186.000000 Penalty: 5949.029297
	Iteration 40F: 3 clusters Score -2.411919e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158728 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -24119272.000000 Penalty: 5949.029297
	Iteration 41Q: 3 clusters Score -2.411927e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -24119364.000000 Penalty: 5949.029297
	Iteration 42Q: 3 clusters Score -2.411936e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159015 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -24119412.000000 Penalty: 5949.029297
	Iteration 43Q: 3 clusters Score -2.411941e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -24119474.000000 Penalty: 5949.029297
	Iteration 44Q: 3 clusters Score -2.411947e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159240 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -24119550.000000 Penalty: 5949.029297
	Iteration 45Q: 3 clusters Score -2.411955e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159340 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -24119638.000000 Penalty: 5949.029297
	Iteration 46Q: 3 clusters Score -2.411964e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -24119668.000000 Penalty: 5949.029297
	Iteration 47Q: 3 clusters Score -2.411967e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159489 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24119724.000000 Penalty: 5949.029297
	Iteration 48Q: 3 clusters Score -2.411972e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159561 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -24119750.000000 Penalty: 5949.029297
	Iteration 49Q: 3 clusters Score -2.411975e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -24119780.000000 Penalty: 5949.029297
	Iteration 50Q: 3 clusters Score -2.411978e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -24119846.000000 Penalty: 5949.029297
	Iteration 51Q: 3 clusters Score -2.411985e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -24119872.000000 Penalty: 5949.029297
	Iteration 52Q: 3 clusters Score -2.411987e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -24119892.000000 Penalty: 5949.029297
	Iteration 53Q: 3 clusters Score -2.411989e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159756 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -24119944.000000 Penalty: 5949.029297
	Iteration 54Q: 3 clusters Score -2.411994e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159773 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24119952.000000 Penalty: 5949.029297
	Iteration 55Q: 3 clusters Score -2.411995e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -24119968.000000 Penalty: 5949.029297
	Iteration 56Q: 3 clusters Score -2.411997e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -24119998.000000 Penalty: 5949.029297
	Iteration 57Q: 3 clusters Score -2.412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -24119970.000000 Penalty: 5949.029297
	Iteration 58Q: 3 clusters Score -2.411997e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159804 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -24119978.000000 Penalty: 5949.029297
	Iteration 59Q: 3 clusters Score -2.411998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -24119986.000000 Penalty: 5949.029297
	Iteration 60F: 3 clusters Score -2.411999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -24119978.000000 Penalty: 5949.029297
	Iteration 61Q: 3 clusters Score -2.411998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -24119996.000000 Penalty: 5949.029297
	Iteration 62Q: 3 clusters Score -2.412e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -24119994.000000 Penalty: 5949.029297
	Iteration 63Q: 3 clusters Score -2.411999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -24119978.000000 Penalty: 5949.029297
	Iteration 64Q: 3 clusters Score -2.411998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159883 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -24119990.000000 Penalty: 5949.029297
	Iteration 65Q: 3 clusters Score -2.411999e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159893 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -24120014.000000 Penalty: 5949.029297
	Iteration 66Q: 3 clusters Score -2.412001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159900 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -24120018.000000 Penalty: 5949.029297
	Iteration 67Q: 3 clusters Score -2.412002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159911 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -24120036.000000 Penalty: 5949.029297
	Iteration 68Q: 3 clusters Score -2.412004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -24120050.000000 Penalty: 5949.029297
	Iteration 69Q: 3 clusters Score -2.412005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -24120046.000000 Penalty: 5949.029297
	Iteration 70Q: 3 clusters Score -2.412005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159911 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -24120040.000000 Penalty: 5949.029297
	Iteration 71Q: 3 clusters Score -2.412004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159913 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -24120056.000000 Penalty: 5949.029297
	Iteration 72Q: 3 clusters Score -2.412006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -24120038.000000 Penalty: 5949.029297
	Iteration 73Q: 3 clusters Score -2.412004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -24120046.000000 Penalty: 5949.029297
	Iteration 74Q: 3 clusters Score -2.412005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -24120054.000000 Penalty: 5949.029297
	Iteration 75Q: 3 clusters Score -2.412005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -24120058.000000 Penalty: 5949.029297
	Iteration 76Q: 3 clusters Score -2.412006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -24120046.000000 Penalty: 5949.029297
	Iteration 77Q: 3 clusters Score -2.412005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -24120044.000000 Penalty: 5949.029297
	Iteration 78Q: 3 clusters Score -2.412004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -24120044.000000 Penalty: 5949.029297
	Iteration 79Q: 3 clusters Score -2.412004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -24120042.000000 Penalty: 5949.029297
	Iteration 80F: 3 clusters Score -2.412004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159934 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -24120052.000000 Penalty: 5949.029297
	Iteration 81Q: 3 clusters Score -2.412005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -24120050.000000 Penalty: 5949.029297
	Iteration 82Q: 3 clusters Score -2.412005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159934 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -24120038.000000 Penalty: 5949.029297
	Iteration 83Q: 3 clusters Score -2.412004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -24120032.000000 Penalty: 5949.029297
	Iteration 84Q: 3 clusters Score -2.412003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -24120038.000000 Penalty: 5949.029297
	Iteration 85Q: 3 clusters Score -2.412004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -24120042.000000 Penalty: 5949.029297
	Iteration 86Q: 3 clusters Score -2.412004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159930 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24120032.000000 Penalty: 5949.029297
	Iteration 87Q: 3 clusters Score -2.412003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159931 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -24120030.000000 Penalty: 5949.029297
	Iteration 88Q: 3 clusters Score -2.412003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -24120040.000000 Penalty: 5949.029297
	Iteration 89Q: 3 clusters Score -2.412004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -24120040.000000 Penalty: 5949.029297
	Iteration 90F: 3 clusters Score -2.412004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -301692.593750 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -301692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -299045.687500 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -299045.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -299478.093750 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -299478.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299583.562500 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -299583.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -299660.218750 Penalty: 3783.261963
	Iteration 3Q: 3 clusters Score -299660.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -299704.812500 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -299704.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -299733.343750 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -299733.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -299753.812500 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -299753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -299767.687500 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -299767.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299777.781250 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -299777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -299783.625000 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -299783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -299787.250000 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -299787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -299789.156250 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -299789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299791.500000 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -299791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299791.750000 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -299791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -299793.781250 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -299793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -299795.250000 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -299795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -299796.312500 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -299796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -299796.312500 Penalty: 3783.261963
	Iteration 17F: 3 clusters Score -299796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -188311.203125 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -188311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185929.453125 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -185929.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -186354.718750 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -186354.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186479.203125 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -186479.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186555.500000 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -186555.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -186625.781250 Penalty: 3663.689453
	Iteration 4Q: 3 clusters Score -186625.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186685.781250 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -186685.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -186769.812500 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -186769.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -186855.234375 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -186855.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -186942.531250 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -186942.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -187039.250000 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -187039.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -187170.937500 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -187170.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -187281.390625 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -187281.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -187360.343750 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -187360.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187386.890625 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -187386.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -187403.156250 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -187403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187413.062500 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -187413.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -187423.578125 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -187423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -187430.859375 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -187430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -187441.359375 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -187441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -187450.859375 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -187450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -187458.437500 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -187458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -187462.656250 Penalty: 3663.689453
	Iteration 21Q: 3 clusters Score -187462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -187464.937500 Penalty: 3663.689453
	Iteration 22Q: 3 clusters Score -187464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -187466.500000 Penalty: 3663.689453
	Iteration 23Q: 3 clusters Score -187466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -187468.156250 Penalty: 3663.689453
	Iteration 24Q: 3 clusters Score -187468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -187471.718750 Penalty: 3663.689453
	Iteration 25Q: 3 clusters Score -187471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -187476.312500 Penalty: 3663.689453
	Iteration 26Q: 3 clusters Score -187476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -187477.875000 Penalty: 3663.689453
	Iteration 27Q: 3 clusters Score -187477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -187480.203125 Penalty: 3663.689453
	Iteration 28Q: 3 clusters Score -187480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -187480.718750 Penalty: 3663.689453
	Iteration 29Q: 3 clusters Score -187480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -187481.546875 Penalty: 3663.689453
	Iteration 30Q: 3 clusters Score -187481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -187481.546875 Penalty: 3663.689453
	Iteration 31F: 3 clusters Score -187481.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -2029181.625000 Penalty: 2364.005127
	Iteration 0F: 2 clusters Score -2029182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2019123.250000 Penalty: 4728.010254
	Iteration 0F: 3 clusters Score -2019123 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2022335.250000 Penalty: 4728.010254
	Iteration 1F: 3 clusters Score -2022335 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2022669.125000 Penalty: 4728.010254
	Iteration 2F: 3 clusters Score -2022669 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2022937.375000 Penalty: 4728.010254
	Iteration 3Q: 3 clusters Score -2022937 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2023205.125000 Penalty: 4728.010254
	Iteration 4Q: 3 clusters Score -2023205 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2023495.750000 Penalty: 4728.010254
	Iteration 5Q: 3 clusters Score -2023496 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2023819.125000 Penalty: 4728.010254
	Iteration 6Q: 3 clusters Score -2023819 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2024213.125000 Penalty: 4728.010254
	Iteration 7Q: 3 clusters Score -2024213 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2024670.375000 Penalty: 4728.010254
	Iteration 8Q: 3 clusters Score -2024670 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2025174.125000 Penalty: 4728.010254
	Iteration 9Q: 3 clusters Score -2025174 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2025713.125000 Penalty: 4728.010254
	Iteration 10Q: 3 clusters Score -2025713 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2026192.750000 Penalty: 4728.010254
	Iteration 11Q: 3 clusters Score -2026193 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2026546.875000 Penalty: 4728.010254
	Iteration 12Q: 3 clusters Score -2026547 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2026773.375000 Penalty: 4728.010254
	Iteration 13Q: 3 clusters Score -2026773 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2026910.750000 Penalty: 4728.010254
	Iteration 14Q: 3 clusters Score -2026911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2026996.125000 Penalty: 4728.010254
	Iteration 15Q: 3 clusters Score -2026996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2027041.625000 Penalty: 4728.010254
	Iteration 16Q: 3 clusters Score -2027042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2027076.000000 Penalty: 4728.010254
	Iteration 17Q: 3 clusters Score -2027076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2027095.625000 Penalty: 4728.010254
	Iteration 18Q: 3 clusters Score -2027096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2027100.500000 Penalty: 4728.010254
	Iteration 19Q: 3 clusters Score -2027100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2027103.875000 Penalty: 4728.010254
	Iteration 20F: 3 clusters Score -2027104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2027112.750000 Penalty: 4728.010254
	Iteration 21Q: 3 clusters Score -2027113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2027115.875000 Penalty: 4728.010254
	Iteration 22Q: 3 clusters Score -2027116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2027121.375000 Penalty: 4728.010254
	Iteration 23Q: 3 clusters Score -2027121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2027128.000000 Penalty: 4728.010254
	Iteration 24Q: 3 clusters Score -2027128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2027134.125000 Penalty: 4728.010254
	Iteration 25Q: 3 clusters Score -2027134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2027140.125000 Penalty: 4728.010254
	Iteration 26Q: 3 clusters Score -2027140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2027149.375000 Penalty: 4728.010254
	Iteration 27Q: 3 clusters Score -2027149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2027150.750000 Penalty: 4728.010254
	Iteration 28Q: 3 clusters Score -2027151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2027159.750000 Penalty: 4728.010254
	Iteration 29Q: 3 clusters Score -2027160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2027171.750000 Penalty: 4728.010254
	Iteration 30Q: 3 clusters Score -2027172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2027177.250000 Penalty: 4728.010254
	Iteration 31Q: 3 clusters Score -2027177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2027184.750000 Penalty: 4728.010254
	Iteration 32Q: 3 clusters Score -2027185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2027190.125000 Penalty: 4728.010254
	Iteration 33Q: 3 clusters Score -2027190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2027188.250000 Penalty: 4728.010254
	Iteration 34Q: 3 clusters Score -2027188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2027193.625000 Penalty: 4728.010254
	Iteration 35Q: 3 clusters Score -2027194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2027199.000000 Penalty: 4728.010254
	Iteration 36Q: 3 clusters Score -2027199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2027201.000000 Penalty: 4728.010254
	Iteration 37Q: 3 clusters Score -2027201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2027201.000000 Penalty: 4728.010254
	Iteration 38F: 3 clusters Score -2027201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Entering Unmasked Estep 
Score: -5937169.500000 Penalty: 2646.177490
	Iteration 0F: 2 clusters Score -5937170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -5908180.000000 Penalty: 5292.354980
	Iteration 0F: 3 clusters Score -5908180 nChanged 19702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5919001.500000 Penalty: 5292.354980
	Iteration 1F: 3 clusters Score -5919002 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -5919731.000000 Penalty: 5292.354980
	Iteration 2Q: 3 clusters Score -5919731 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5920581.500000 Penalty: 5292.354980
	Iteration 3Q: 3 clusters Score -5920582 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -5921474.000000 Penalty: 5292.354980
	Iteration 4Q: 3 clusters Score -5921474 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5922486.000000 Penalty: 5292.354980
	Iteration 5F: 3 clusters Score -5922486 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5923669.500000 Penalty: 5292.354980
	Iteration 6F: 3 clusters Score -5923670 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -5924812.500000 Penalty: 5292.354980
	Iteration 7F: 3 clusters Score -5924812 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5925906.000000 Penalty: 5292.354980
	Iteration 8F: 3 clusters Score -5925906 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -5926910.000000 Penalty: 5292.354980
	Iteration 9Q: 3 clusters Score -5926910 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -5927892.500000 Penalty: 5292.354980
	Iteration 10Q: 3 clusters Score -5927892 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5928819.500000 Penalty: 5292.354980
	Iteration 11Q: 3 clusters Score -5928820 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5929715.500000 Penalty: 5292.354980
	Iteration 12Q: 3 clusters Score -5929716 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -5930482.500000 Penalty: 5292.354980
	Iteration 13Q: 3 clusters Score -5930482 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -5931139.000000 Penalty: 5292.354980
	Iteration 14Q: 3 clusters Score -5931139 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5931725.000000 Penalty: 5292.354980
	Iteration 15Q: 3 clusters Score -5931725 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5932245.000000 Penalty: 5292.354980
	Iteration 16Q: 3 clusters Score -5932245 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5932698.500000 Penalty: 5292.354980
	Iteration 17Q: 3 clusters Score -5932698 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -5933068.500000 Penalty: 5292.354980
	Iteration 18Q: 3 clusters Score -5933068 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -5933454.000000 Penalty: 5292.354980
	Iteration 19Q: 3 clusters Score -5933454 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5933809.500000 Penalty: 5292.354980
	Iteration 20F: 3 clusters Score -5933810 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -5934189.500000 Penalty: 5292.354980
	Iteration 21Q: 3 clusters Score -5934190 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5934514.500000 Penalty: 5292.354980
	Iteration 22Q: 3 clusters Score -5934514 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5934814.500000 Penalty: 5292.354980
	Iteration 23Q: 3 clusters Score -5934814 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5935045.000000 Penalty: 5292.354980
	Iteration 24Q: 3 clusters Score -5935045 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5935210.000000 Penalty: 5292.354980
	Iteration 25Q: 3 clusters Score -5935210 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5935310.500000 Penalty: 5292.354980
	Iteration 26Q: 3 clusters Score -5935310 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5935391.500000 Penalty: 5292.354980
	Iteration 27Q: 3 clusters Score -5935392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5935457.000000 Penalty: 5292.354980
	Iteration 28Q: 3 clusters Score -5935457 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5935483.000000 Penalty: 5292.354980
	Iteration 29Q: 3 clusters Score -5935483 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5935498.000000 Penalty: 5292.354980
	Iteration 30Q: 3 clusters Score -5935498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5935523.000000 Penalty: 5292.354980
	Iteration 31Q: 3 clusters Score -5935523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5935543.500000 Penalty: 5292.354980
	Iteration 32Q: 3 clusters Score -5935544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5935548.000000 Penalty: 5292.354980
	Iteration 33Q: 3 clusters Score -5935548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5935566.500000 Penalty: 5292.354980
	Iteration 34Q: 3 clusters Score -5935566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5935575.000000 Penalty: 5292.354980
	Iteration 35Q: 3 clusters Score -5935575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5935582.500000 Penalty: 5292.354980
	Iteration 36Q: 3 clusters Score -5935582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5935588.500000 Penalty: 5292.354980
	Iteration 37Q: 3 clusters Score -5935588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5935583.000000 Penalty: 5292.354980
	Iteration 38Q: 3 clusters Score -5935583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5935589.500000 Penalty: 5292.354980
	Iteration 39Q: 3 clusters Score -5935590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5935576.000000 Penalty: 5292.354980
	Iteration 40F: 3 clusters Score -5935576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5935583.000000 Penalty: 5292.354980
	Iteration 41Q: 3 clusters Score -5935583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5935585.000000 Penalty: 5292.354980
	Iteration 42Q: 3 clusters Score -5935585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5935584.500000 Penalty: 5292.354980
	Iteration 43Q: 3 clusters Score -5935584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5935587.500000 Penalty: 5292.354980
	Iteration 44Q: 3 clusters Score -5935588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5935590.500000 Penalty: 5292.354980
	Iteration 45Q: 3 clusters Score -5935590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5935581.500000 Penalty: 5292.354980
	Iteration 46Q: 3 clusters Score -5935582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5935573.500000 Penalty: 5292.354980
	Iteration 47Q: 3 clusters Score -5935574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5935578.000000 Penalty: 5292.354980
	Iteration 48Q: 3 clusters Score -5935578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5935583.000000 Penalty: 5292.354980
	Iteration 49Q: 3 clusters Score -5935583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5935581.500000 Penalty: 5292.354980
	Iteration 50Q: 3 clusters Score -5935582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5935584.000000 Penalty: 5292.354980
	Iteration 51Q: 3 clusters Score -5935584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5935587.500000 Penalty: 5292.354980
	Iteration 52Q: 3 clusters Score -5935588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5935588.500000 Penalty: 5292.354980
	Iteration 53Q: 3 clusters Score -5935588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5935589.000000 Penalty: 5292.354980
	Iteration 54Q: 3 clusters Score -5935589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5935589.000000 Penalty: 5292.354980
	Iteration 55F: 3 clusters Score -5935589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -54057.273438 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -54057.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52849.859375 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -52849.86 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53508.089844 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -53508.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54184.261719 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -54184.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54589.285156 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -54589.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54775.812500 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -54775.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54952.269531 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -54952.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55076.609375 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -55076.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55293.589844 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -55293.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55348.628906 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -55348.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55395.750000 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -55395.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55461.636719 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -55461.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55520.378906 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -55520.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55540.281250 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -55540.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55556.714844 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -55556.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55588.976562 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -55588.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55597.746094 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -55597.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55632.449219 Penalty: 3024.645020
	Iteration 16F: 3 clusters Score -55632.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56123.171875 Penalty: 3024.645020
	Iteration 17Q: 3 clusters Score -56123.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56128.757812 Penalty: 3024.645020
	Iteration 18Q: 3 clusters Score -56128.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56128.757812 Penalty: 3024.645020
	Iteration 19F: 3 clusters Score -56128.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 118 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 327 members 
Entering Unmasked Estep 
Score: -95481968.000000 Penalty: 113006.234375
Splitting cluster 18 changes total score from -95481768.000000 to -95481968.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (64869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Entering Unmasked Estep 
Score: -9573922.000000 Penalty: 2747.870850
	Iteration 0F: 2 clusters Score -9573922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -9530472.000000 Penalty: 5495.741699
	Iteration 0F: 3 clusters Score -9530472 nChanged 30255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -9547986.000000 Penalty: 5495.741699
	Iteration 1F: 3 clusters Score -9547986 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -9549165.000000 Penalty: 5495.741699
	Iteration 2Q: 3 clusters Score -9549165 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -9550903.000000 Penalty: 5495.741699
	Iteration 3F: 3 clusters Score -9550903 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -9553398.000000 Penalty: 5495.741699
	Iteration 4F: 3 clusters Score -9553398 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -9556294.000000 Penalty: 5495.741699
	Iteration 5F: 3 clusters Score -9556294 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -9559404.000000 Penalty: 5495.741699
	Iteration 6F: 3 clusters Score -9559404 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -9562544.000000 Penalty: 5495.741699
	Iteration 7F: 3 clusters Score -9562544 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -9565427.000000 Penalty: 5495.741699
	Iteration 8F: 3 clusters Score -9565427 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -9567642.000000 Penalty: 5495.741699
	Iteration 9Q: 3 clusters Score -9567642 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -9569215.000000 Penalty: 5495.741699
	Iteration 10Q: 3 clusters Score -9569215 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9570294.000000 Penalty: 5495.741699
	Iteration 11Q: 3 clusters Score -9570294 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9570744.000000 Penalty: 5495.741699
	Iteration 12Q: 3 clusters Score -9570744 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9571035.000000 Penalty: 5495.741699
	Iteration 13Q: 3 clusters Score -9571035 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9571220.000000 Penalty: 5495.741699
	Iteration 14Q: 3 clusters Score -9571220 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9571321.000000 Penalty: 5495.741699
	Iteration 15Q: 3 clusters Score -9571321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9571413.000000 Penalty: 5495.741699
	Iteration 16Q: 3 clusters Score -9571413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9571449.000000 Penalty: 5495.741699
	Iteration 17Q: 3 clusters Score -9571449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9571475.000000 Penalty: 5495.741699
	Iteration 18Q: 3 clusters Score -9571475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9571507.000000 Penalty: 5495.741699
	Iteration 19Q: 3 clusters Score -9571507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9571528.000000 Penalty: 5495.741699
	Iteration 20F: 3 clusters Score -9571528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9571549.000000 Penalty: 5495.741699
	Iteration 21Q: 3 clusters Score -9571549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9571558.000000 Penalty: 5495.741699
	Iteration 22Q: 3 clusters Score -9571558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9571561.000000 Penalty: 5495.741699
	Iteration 23Q: 3 clusters Score -9571561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9571568.000000 Penalty: 5495.741699
	Iteration 24Q: 3 clusters Score -9571568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9571579.000000 Penalty: 5495.741699
	Iteration 25Q: 3 clusters Score -9571579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9571575.000000 Penalty: 5495.741699
	Iteration 26Q: 3 clusters Score -9571575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9571575.000000 Penalty: 5495.741699
	Iteration 27F: 3 clusters Score -9571575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -64030.085938 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -64030.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62470.285156 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -62470.29 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62691.093750 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -62691.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62775.222656 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -62775.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62813.523438 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -62813.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62829.363281 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62829.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62833.074219 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62833.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62836.707031 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62836.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62839.167969 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62839.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62841.851562 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62841.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62845.855469 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -62845.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62845.855469 Penalty: 3120.618408
	Iteration 10F: 3 clusters Score -62845.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -191433.796875 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -191433.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -189267.250000 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -189267.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189617.718750 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -189617.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189760.671875 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -189760.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -189830.328125 Penalty: 3556.379395
	Iteration 3Q: 3 clusters Score -189830.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -189886.359375 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -189886.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -189929.359375 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -189929.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -189964.328125 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -189964.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -189994.718750 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -189994.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -190018.812500 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -190018.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -190037.234375 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -190037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -190047.078125 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -190047.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -190058.546875 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -190058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -190071.093750 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -190071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -190080.515625 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -190080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -190093.218750 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -190093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -190100.890625 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -190100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -190107.031250 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -190107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -190112.593750 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -190112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -190115.000000 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -190115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -190116.000000 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -190116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -190116.000000 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -190116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -136741.750000 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -136741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -134875.921875 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -134875.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135158.687500 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -135158.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135244.671875 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -135244.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135284.765625 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -135284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135309.296875 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -135309.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135325.343750 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -135325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135332.828125 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -135332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135336.578125 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -135336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135352.625000 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -135352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135357.515625 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -135357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135362.234375 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -135362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135364.484375 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -135364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135368.093750 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -135368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135368.093750 Penalty: 3407.031006
	Iteration 13F: 3 clusters Score -135368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -877518.750000 Penalty: 2170.953613
	Iteration 0F: 2 clusters Score -877518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -872251.937500 Penalty: 4341.907227
	Iteration 0F: 3 clusters Score -872251.9 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -873692.812500 Penalty: 4341.907227
	Iteration 1F: 3 clusters Score -873692.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -874015.000000 Penalty: 4341.907227
	Iteration 2F: 3 clusters Score -874015 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -874263.062500 Penalty: 4341.907227
	Iteration 3F: 3 clusters Score -874263.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -874481.687500 Penalty: 4341.907227
	Iteration 4F: 3 clusters Score -874481.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -874706.437500 Penalty: 4341.907227
	Iteration 5Q: 3 clusters Score -874706.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -874941.687500 Penalty: 4341.907227
	Iteration 6Q: 3 clusters Score -874941.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -875129.125000 Penalty: 4341.907227
	Iteration 7Q: 3 clusters Score -875129.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -875290.312500 Penalty: 4341.907227
	Iteration 8Q: 3 clusters Score -875290.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -875446.687500 Penalty: 4341.907227
	Iteration 9Q: 3 clusters Score -875446.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -875560.000000 Penalty: 4341.907227
	Iteration 10Q: 3 clusters Score -875560 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -875640.500000 Penalty: 4341.907227
	Iteration 11Q: 3 clusters Score -875640.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -875698.125000 Penalty: 4341.907227
	Iteration 12Q: 3 clusters Score -875698.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -875745.562500 Penalty: 4341.907227
	Iteration 13Q: 3 clusters Score -875745.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -875791.062500 Penalty: 4341.907227
	Iteration 14Q: 3 clusters Score -875791.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -875824.812500 Penalty: 4341.907227
	Iteration 15Q: 3 clusters Score -875824.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -875863.812500 Penalty: 4341.907227
	Iteration 16Q: 3 clusters Score -875863.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -875887.187500 Penalty: 4341.907227
	Iteration 17Q: 3 clusters Score -875887.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -875908.687500 Penalty: 4341.907227
	Iteration 18Q: 3 clusters Score -875908.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -875930.125000 Penalty: 4341.907227
	Iteration 19Q: 3 clusters Score -875930.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -875944.687500 Penalty: 4341.907227
	Iteration 20F: 3 clusters Score -875944.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -875958.687500 Penalty: 4341.907227
	Iteration 21Q: 3 clusters Score -875958.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -875970.875000 Penalty: 4341.907227
	Iteration 22Q: 3 clusters Score -875970.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -875977.187500 Penalty: 4341.907227
	Iteration 23Q: 3 clusters Score -875977.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -875980.687500 Penalty: 4341.907227
	Iteration 24Q: 3 clusters Score -875980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -875983.500000 Penalty: 4341.907227
	Iteration 25Q: 3 clusters Score -875983.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -875984.562500 Penalty: 4341.907227
	Iteration 26Q: 3 clusters Score -875984.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -875986.437500 Penalty: 4341.907227
	Iteration 27Q: 3 clusters Score -875986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -875989.812500 Penalty: 4341.907227
	Iteration 28Q: 3 clusters Score -875989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -875991.312500 Penalty: 4341.907227
	Iteration 29Q: 3 clusters Score -875991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -875992.312500 Penalty: 4341.907227
	Iteration 30Q: 3 clusters Score -875992.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -875993.937500 Penalty: 4341.907227
	Iteration 31Q: 3 clusters Score -875993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -875995.687500 Penalty: 4341.907227
	Iteration 32Q: 3 clusters Score -875995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -875996.562500 Penalty: 4341.907227
	Iteration 33Q: 3 clusters Score -875996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -875998.125000 Penalty: 4341.907227
	Iteration 34Q: 3 clusters Score -875998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -875996.500000 Penalty: 4341.907227
	Iteration 35Q: 3 clusters Score -875996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -875997.812500 Penalty: 4341.907227
	Iteration 36Q: 3 clusters Score -875997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -875995.687500 Penalty: 4341.907227
	Iteration 37Q: 3 clusters Score -875995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -875997.312500 Penalty: 4341.907227
	Iteration 38Q: 3 clusters Score -875997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -875999.500000 Penalty: 4341.907227
	Iteration 39Q: 3 clusters Score -875999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -876002.187500 Penalty: 4341.907227
	Iteration 40F: 3 clusters Score -876002.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -876009.750000 Penalty: 4341.907227
	Iteration 41Q: 3 clusters Score -876009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -876021.187500 Penalty: 4341.907227
	Iteration 42Q: 3 clusters Score -876021.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -876034.250000 Penalty: 4341.907227
	Iteration 43Q: 3 clusters Score -876034.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -876061.375000 Penalty: 4341.907227
	Iteration 44Q: 3 clusters Score -876061.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -876099.812500 Penalty: 4341.907227
	Iteration 45Q: 3 clusters Score -876099.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -876137.375000 Penalty: 4341.907227
	Iteration 46Q: 3 clusters Score -876137.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -876161.187500 Penalty: 4341.907227
	Iteration 47Q: 3 clusters Score -876161.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -876183.687500 Penalty: 4341.907227
	Iteration 48Q: 3 clusters Score -876183.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -876197.187500 Penalty: 4341.907227
	Iteration 49Q: 3 clusters Score -876197.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -876211.187500 Penalty: 4341.907227
	Iteration 50Q: 3 clusters Score -876211.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -876219.375000 Penalty: 4341.907227
	Iteration 51Q: 3 clusters Score -876219.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -876226.937500 Penalty: 4341.907227
	Iteration 52Q: 3 clusters Score -876226.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -876229.125000 Penalty: 4341.907227
	Iteration 53Q: 3 clusters Score -876229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -876231.812500 Penalty: 4341.907227
	Iteration 54Q: 3 clusters Score -876231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -876232.875000 Penalty: 4341.907227
	Iteration 55Q: 3 clusters Score -876232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -876235.937500 Penalty: 4341.907227
	Iteration 56Q: 3 clusters Score -876235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -876235.125000 Penalty: 4341.907227
	Iteration 57Q: 3 clusters Score -876235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -876236.937500 Penalty: 4341.907227
	Iteration 58Q: 3 clusters Score -876236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -876236.500000 Penalty: 4341.907227
	Iteration 59Q: 3 clusters Score -876236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -876237.312500 Penalty: 4341.907227
	Iteration 60F: 3 clusters Score -876237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -876238.812500 Penalty: 4341.907227
	Iteration 61Q: 3 clusters Score -876238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -876238.812500 Penalty: 4341.907227
	Iteration 62F: 3 clusters Score -876238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -220177.531250 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -220177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -217834.625000 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -217834.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -218317.109375 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -218317.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -218498.859375 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -218498.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -218619.218750 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -218619.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218709.515625 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -218709.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -218815.031250 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -218815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -218943.812500 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -218943.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219082.875000 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -219082.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219205.265625 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -219205.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219333.390625 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -219333.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219421.078125 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -219421.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219467.953125 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -219468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -219504.687500 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -219504.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -219527.953125 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -219528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -219537.093750 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -219537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219544.671875 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -219544.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219561.937500 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -219561.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219575.906250 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -219575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -219584.921875 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -219584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219590.078125 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -219590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -219597.312500 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -219597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -219603.484375 Penalty: 3661.224854
	Iteration 21Q: 3 clusters Score -219603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -219605.140625 Penalty: 3661.224854
	Iteration 22Q: 3 clusters Score -219605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -219606.953125 Penalty: 3661.224854
	Iteration 23Q: 3 clusters Score -219607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -219609.203125 Penalty: 3661.224854
	Iteration 24Q: 3 clusters Score -219609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -219613.671875 Penalty: 3661.224854
	Iteration 25Q: 3 clusters Score -219613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -219622.500000 Penalty: 3661.224854
	Iteration 26Q: 3 clusters Score -219622.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -219631.109375 Penalty: 3661.224854
	Iteration 27Q: 3 clusters Score -219631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -219636.687500 Penalty: 3661.224854
	Iteration 28Q: 3 clusters Score -219636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -219644.906250 Penalty: 3661.224854
	Iteration 29Q: 3 clusters Score -219644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -219647.046875 Penalty: 3661.224854
	Iteration 30Q: 3 clusters Score -219647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -219647.390625 Penalty: 3661.224854
	Iteration 31Q: 3 clusters Score -219647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -219647.859375 Penalty: 3661.224854
	Iteration 32Q: 3 clusters Score -219647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -219649.296875 Penalty: 3661.224854
	Iteration 33Q: 3 clusters Score -219649.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -219649.296875 Penalty: 3661.224854
	Iteration 34F: 3 clusters Score -219649.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -840011.812500 Penalty: 2160.642090
	Iteration 0F: 2 clusters Score -840011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -834788.750000 Penalty: 4321.284180
	Iteration 0F: 3 clusters Score -834788.8 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -836176.000000 Penalty: 4321.284180
	Iteration 1F: 3 clusters Score -836176 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -836413.937500 Penalty: 4321.284180
	Iteration 2F: 3 clusters Score -836413.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -836554.500000 Penalty: 4321.284180
	Iteration 3Q: 3 clusters Score -836554.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -836670.312500 Penalty: 4321.284180
	Iteration 4Q: 3 clusters Score -836670.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -836772.875000 Penalty: 4321.284180
	Iteration 5Q: 3 clusters Score -836772.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -836853.687500 Penalty: 4321.284180
	Iteration 6Q: 3 clusters Score -836853.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -836914.000000 Penalty: 4321.284180
	Iteration 7Q: 3 clusters Score -836914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -836961.500000 Penalty: 4321.284180
	Iteration 8Q: 3 clusters Score -836961.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -836998.062500 Penalty: 4321.284180
	Iteration 9Q: 3 clusters Score -836998.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -837027.312500 Penalty: 4321.284180
	Iteration 10Q: 3 clusters Score -837027.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -837052.375000 Penalty: 4321.284180
	Iteration 11Q: 3 clusters Score -837052.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -837071.312500 Penalty: 4321.284180
	Iteration 12Q: 3 clusters Score -837071.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -837086.312500 Penalty: 4321.284180
	Iteration 13Q: 3 clusters Score -837086.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -837101.750000 Penalty: 4321.284180
	Iteration 14Q: 3 clusters Score -837101.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -837114.250000 Penalty: 4321.284180
	Iteration 15Q: 3 clusters Score -837114.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -837127.125000 Penalty: 4321.284180
	Iteration 16Q: 3 clusters Score -837127.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -837135.625000 Penalty: 4321.284180
	Iteration 17Q: 3 clusters Score -837135.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -837144.437500 Penalty: 4321.284180
	Iteration 18Q: 3 clusters Score -837144.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -837154.375000 Penalty: 4321.284180
	Iteration 19Q: 3 clusters Score -837154.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -837167.000000 Penalty: 4321.284180
	Iteration 20F: 3 clusters Score -837167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -837185.250000 Penalty: 4321.284180
	Iteration 21Q: 3 clusters Score -837185.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -837204.875000 Penalty: 4321.284180
	Iteration 22Q: 3 clusters Score -837204.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -837217.625000 Penalty: 4321.284180
	Iteration 23Q: 3 clusters Score -837217.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -837231.625000 Penalty: 4321.284180
	Iteration 24Q: 3 clusters Score -837231.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -837251.437500 Penalty: 4321.284180
	Iteration 25Q: 3 clusters Score -837251.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -837267.312500 Penalty: 4321.284180
	Iteration 26Q: 3 clusters Score -837267.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -837280.875000 Penalty: 4321.284180
	Iteration 27Q: 3 clusters Score -837280.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -837292.125000 Penalty: 4321.284180
	Iteration 28Q: 3 clusters Score -837292.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -837300.875000 Penalty: 4321.284180
	Iteration 29Q: 3 clusters Score -837300.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -837313.187500 Penalty: 4321.284180
	Iteration 30Q: 3 clusters Score -837313.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -837323.250000 Penalty: 4321.284180
	Iteration 31Q: 3 clusters Score -837323.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -837332.062500 Penalty: 4321.284180
	Iteration 32Q: 3 clusters Score -837332.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -837344.500000 Penalty: 4321.284180
	Iteration 33Q: 3 clusters Score -837344.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -837357.187500 Penalty: 4321.284180
	Iteration 34Q: 3 clusters Score -837357.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -837370.250000 Penalty: 4321.284180
	Iteration 35Q: 3 clusters Score -837370.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -837386.625000 Penalty: 4321.284180
	Iteration 36Q: 3 clusters Score -837386.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -837404.125000 Penalty: 4321.284180
	Iteration 37Q: 3 clusters Score -837404.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -837415.000000 Penalty: 4321.284180
	Iteration 38Q: 3 clusters Score -837415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -837428.000000 Penalty: 4321.284180
	Iteration 39Q: 3 clusters Score -837428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -837443.937500 Penalty: 4321.284180
	Iteration 40F: 3 clusters Score -837443.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -837451.562500 Penalty: 4321.284180
	Iteration 41Q: 3 clusters Score -837451.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -837460.250000 Penalty: 4321.284180
	Iteration 42Q: 3 clusters Score -837460.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -837467.687500 Penalty: 4321.284180
	Iteration 43Q: 3 clusters Score -837467.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -837476.500000 Penalty: 4321.284180
	Iteration 44Q: 3 clusters Score -837476.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -837488.500000 Penalty: 4321.284180
	Iteration 45Q: 3 clusters Score -837488.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -837500.625000 Penalty: 4321.284180
	Iteration 46Q: 3 clusters Score -837500.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -837506.750000 Penalty: 4321.284180
	Iteration 47Q: 3 clusters Score -837506.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -837519.312500 Penalty: 4321.284180
	Iteration 48Q: 3 clusters Score -837519.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -837527.437500 Penalty: 4321.284180
	Iteration 49Q: 3 clusters Score -837527.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -837538.000000 Penalty: 4321.284180
	Iteration 50Q: 3 clusters Score -837538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -837552.375000 Penalty: 4321.284180
	Iteration 51Q: 3 clusters Score -837552.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -837568.000000 Penalty: 4321.284180
	Iteration 52Q: 3 clusters Score -837568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -837577.062500 Penalty: 4321.284180
	Iteration 53Q: 3 clusters Score -837577.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -837589.375000 Penalty: 4321.284180
	Iteration 54Q: 3 clusters Score -837589.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -837604.625000 Penalty: 4321.284180
	Iteration 55Q: 3 clusters Score -837604.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -837613.000000 Penalty: 4321.284180
	Iteration 56Q: 3 clusters Score -837613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -837622.875000 Penalty: 4321.284180
	Iteration 57Q: 3 clusters Score -837622.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -837628.500000 Penalty: 4321.284180
	Iteration 58Q: 3 clusters Score -837628.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -837636.437500 Penalty: 4321.284180
	Iteration 59Q: 3 clusters Score -837636.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -837642.375000 Penalty: 4321.284180
	Iteration 60F: 3 clusters Score -837642.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -837646.750000 Penalty: 4321.284180
	Iteration 61Q: 3 clusters Score -837646.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -837655.000000 Penalty: 4321.284180
	Iteration 62Q: 3 clusters Score -837655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -837664.687500 Penalty: 4321.284180
	Iteration 63Q: 3 clusters Score -837664.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -837670.875000 Penalty: 4321.284180
	Iteration 64Q: 3 clusters Score -837670.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -837682.562500 Penalty: 4321.284180
	Iteration 65Q: 3 clusters Score -837682.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -837691.812500 Penalty: 4321.284180
	Iteration 66Q: 3 clusters Score -837691.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -837705.062500 Penalty: 4321.284180
	Iteration 67Q: 3 clusters Score -837705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -837713.937500 Penalty: 4321.284180
	Iteration 68Q: 3 clusters Score -837713.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -837722.312500 Penalty: 4321.284180
	Iteration 69Q: 3 clusters Score -837722.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -837732.312500 Penalty: 4321.284180
	Iteration 70Q: 3 clusters Score -837732.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -837735.750000 Penalty: 4321.284180
	Iteration 71Q: 3 clusters Score -837735.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -837744.687500 Penalty: 4321.284180
	Iteration 72Q: 3 clusters Score -837744.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -837749.562500 Penalty: 4321.284180
	Iteration 73Q: 3 clusters Score -837749.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -837757.812500 Penalty: 4321.284180
	Iteration 74Q: 3 clusters Score -837757.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -837761.500000 Penalty: 4321.284180
	Iteration 75Q: 3 clusters Score -837761.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -837767.500000 Penalty: 4321.284180
	Iteration 76Q: 3 clusters Score -837767.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -837775.375000 Penalty: 4321.284180
	Iteration 77Q: 3 clusters Score -837775.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -837779.937500 Penalty: 4321.284180
	Iteration 78Q: 3 clusters Score -837779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -837784.250000 Penalty: 4321.284180
	Iteration 79Q: 3 clusters Score -837784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -837785.875000 Penalty: 4321.284180
	Iteration 80F: 3 clusters Score -837785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -837788.562500 Penalty: 4321.284180
	Iteration 81Q: 3 clusters Score -837788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -837792.750000 Penalty: 4321.284180
	Iteration 82Q: 3 clusters Score -837792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -837792.250000 Penalty: 4321.284180
	Iteration 83Q: 3 clusters Score -837792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -837795.375000 Penalty: 4321.284180
	Iteration 84Q: 3 clusters Score -837795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -837795.250000 Penalty: 4321.284180
	Iteration 85Q: 3 clusters Score -837795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -837796.250000 Penalty: 4321.284180
	Iteration 86Q: 3 clusters Score -837796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -837797.812500 Penalty: 4321.284180
	Iteration 87Q: 3 clusters Score -837797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -837797.812500 Penalty: 4321.284180
	Iteration 88F: 3 clusters Score -837797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -1658208.125000 Penalty: 2350.600342
	Iteration 0F: 2 clusters Score -1658208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1648585.250000 Penalty: 4701.200684
	Iteration 0F: 3 clusters Score -1648585 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1651590.750000 Penalty: 4701.200684
	Iteration 1F: 3 clusters Score -1651591 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1651999.875000 Penalty: 4701.200684
	Iteration 2F: 3 clusters Score -1652000 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1652355.500000 Penalty: 4701.200684
	Iteration 3F: 3 clusters Score -1652356 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1652710.625000 Penalty: 4701.200684
	Iteration 4Q: 3 clusters Score -1652711 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1653090.000000 Penalty: 4701.200684
	Iteration 5F: 3 clusters Score -1653090 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1653461.000000 Penalty: 4701.200684
	Iteration 6Q: 3 clusters Score -1653461 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1653838.875000 Penalty: 4701.200684
	Iteration 7Q: 3 clusters Score -1653839 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1654191.375000 Penalty: 4701.200684
	Iteration 8Q: 3 clusters Score -1654191 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1654472.500000 Penalty: 4701.200684
	Iteration 9Q: 3 clusters Score -1654472 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1654719.625000 Penalty: 4701.200684
	Iteration 10Q: 3 clusters Score -1654720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1654925.000000 Penalty: 4701.200684
	Iteration 11Q: 3 clusters Score -1654925 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1655118.125000 Penalty: 4701.200684
	Iteration 12Q: 3 clusters Score -1655118 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1655293.750000 Penalty: 4701.200684
	Iteration 13Q: 3 clusters Score -1655294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1655450.750000 Penalty: 4701.200684
	Iteration 14Q: 3 clusters Score -1655451 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1655597.750000 Penalty: 4701.200684
	Iteration 15Q: 3 clusters Score -1655598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1655730.750000 Penalty: 4701.200684
	Iteration 16Q: 3 clusters Score -1655731 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1655846.875000 Penalty: 4701.200684
	Iteration 17Q: 3 clusters Score -1655847 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1655938.250000 Penalty: 4701.200684
	Iteration 18Q: 3 clusters Score -1655938 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1656030.000000 Penalty: 4701.200684
	Iteration 19Q: 3 clusters Score -1656030 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1656082.750000 Penalty: 4701.200684
	Iteration 20F: 3 clusters Score -1656083 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1656132.250000 Penalty: 4701.200684
	Iteration 21Q: 3 clusters Score -1656132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1656169.250000 Penalty: 4701.200684
	Iteration 22Q: 3 clusters Score -1656169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1656197.250000 Penalty: 4701.200684
	Iteration 23Q: 3 clusters Score -1656197 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1656209.625000 Penalty: 4701.200684
	Iteration 24Q: 3 clusters Score -1656210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1656226.375000 Penalty: 4701.200684
	Iteration 25Q: 3 clusters Score -1656226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1656236.125000 Penalty: 4701.200684
	Iteration 26Q: 3 clusters Score -1656236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1656245.125000 Penalty: 4701.200684
	Iteration 27Q: 3 clusters Score -1656245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1656253.625000 Penalty: 4701.200684
	Iteration 28Q: 3 clusters Score -1656254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1656257.750000 Penalty: 4701.200684
	Iteration 29Q: 3 clusters Score -1656258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1656263.875000 Penalty: 4701.200684
	Iteration 30Q: 3 clusters Score -1656264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1656275.375000 Penalty: 4701.200684
	Iteration 31Q: 3 clusters Score -1656275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1656279.750000 Penalty: 4701.200684
	Iteration 32Q: 3 clusters Score -1656280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1656289.250000 Penalty: 4701.200684
	Iteration 33Q: 3 clusters Score -1656289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1656303.875000 Penalty: 4701.200684
	Iteration 34Q: 3 clusters Score -1656304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1656308.125000 Penalty: 4701.200684
	Iteration 35Q: 3 clusters Score -1656308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1656320.750000 Penalty: 4701.200684
	Iteration 36Q: 3 clusters Score -1656321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1656327.500000 Penalty: 4701.200684
	Iteration 37Q: 3 clusters Score -1656328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1656329.125000 Penalty: 4701.200684
	Iteration 38Q: 3 clusters Score -1656329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1656333.500000 Penalty: 4701.200684
	Iteration 39Q: 3 clusters Score -1656334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1656341.375000 Penalty: 4701.200684
	Iteration 40F: 3 clusters Score -1656341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1656346.500000 Penalty: 4701.200684
	Iteration 41Q: 3 clusters Score -1656346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1656345.625000 Penalty: 4701.200684
	Iteration 42Q: 3 clusters Score -1656346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1656349.875000 Penalty: 4701.200684
	Iteration 43Q: 3 clusters Score -1656350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1656346.875000 Penalty: 4701.200684
	Iteration 44Q: 3 clusters Score -1656347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1656353.875000 Penalty: 4701.200684
	Iteration 45Q: 3 clusters Score -1656354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1656357.250000 Penalty: 4701.200684
	Iteration 46Q: 3 clusters Score -1656357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1656353.750000 Penalty: 4701.200684
	Iteration 47Q: 3 clusters Score -1656354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1656358.875000 Penalty: 4701.200684
	Iteration 48Q: 3 clusters Score -1656359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1656359.750000 Penalty: 4701.200684
	Iteration 49Q: 3 clusters Score -1656360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1656358.000000 Penalty: 4701.200684
	Iteration 50Q: 3 clusters Score -1656358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1656357.250000 Penalty: 4701.200684
	Iteration 51Q: 3 clusters Score -1656357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1656360.875000 Penalty: 4701.200684
	Iteration 52Q: 3 clusters Score -1656361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1656363.000000 Penalty: 4701.200684
	Iteration 53Q: 3 clusters Score -1656363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1656361.125000 Penalty: 4701.200684
	Iteration 54Q: 3 clusters Score -1656361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1656362.125000 Penalty: 4701.200684
	Iteration 55Q: 3 clusters Score -1656362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1656362.125000 Penalty: 4701.200684
	Iteration 56F: 3 clusters Score -1656362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -1227654.125000 Penalty: 2242.660400
	Iteration 0F: 2 clusters Score -1227654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1220966.125000 Penalty: 4485.320801
	Iteration 0F: 3 clusters Score -1220966 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1222932.625000 Penalty: 4485.320801
	Iteration 1F: 3 clusters Score -1222933 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1223257.000000 Penalty: 4485.320801
	Iteration 2F: 3 clusters Score -1223257 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1223451.625000 Penalty: 4485.320801
	Iteration 3F: 3 clusters Score -1223452 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1223612.000000 Penalty: 4485.320801
	Iteration 4Q: 3 clusters Score -1223612 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1223779.125000 Penalty: 4485.320801
	Iteration 5Q: 3 clusters Score -1223779 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1223956.250000 Penalty: 4485.320801
	Iteration 6Q: 3 clusters Score -1223956 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1224148.500000 Penalty: 4485.320801
	Iteration 7Q: 3 clusters Score -1224148 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1224356.250000 Penalty: 4485.320801
	Iteration 8Q: 3 clusters Score -1224356 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1224569.750000 Penalty: 4485.320801
	Iteration 9Q: 3 clusters Score -1224570 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1224756.000000 Penalty: 4485.320801
	Iteration 10Q: 3 clusters Score -1224756 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1224930.625000 Penalty: 4485.320801
	Iteration 11Q: 3 clusters Score -1224931 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1225087.000000 Penalty: 4485.320801
	Iteration 12Q: 3 clusters Score -1225087 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1225206.125000 Penalty: 4485.320801
	Iteration 13Q: 3 clusters Score -1225206 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1225295.000000 Penalty: 4485.320801
	Iteration 14Q: 3 clusters Score -1225295 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1225342.625000 Penalty: 4485.320801
	Iteration 15Q: 3 clusters Score -1225343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1225373.750000 Penalty: 4485.320801
	Iteration 16Q: 3 clusters Score -1225374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1225396.125000 Penalty: 4485.320801
	Iteration 17Q: 3 clusters Score -1225396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1225410.375000 Penalty: 4485.320801
	Iteration 18Q: 3 clusters Score -1225410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1225419.250000 Penalty: 4485.320801
	Iteration 19Q: 3 clusters Score -1225419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1225431.125000 Penalty: 4485.320801
	Iteration 20F: 3 clusters Score -1225431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1225437.625000 Penalty: 4485.320801
	Iteration 21Q: 3 clusters Score -1225438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1225440.625000 Penalty: 4485.320801
	Iteration 22Q: 3 clusters Score -1225441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1225450.750000 Penalty: 4485.320801
	Iteration 23Q: 3 clusters Score -1225451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1225456.625000 Penalty: 4485.320801
	Iteration 24Q: 3 clusters Score -1225457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1225461.000000 Penalty: 4485.320801
	Iteration 25Q: 3 clusters Score -1225461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1225465.125000 Penalty: 4485.320801
	Iteration 26Q: 3 clusters Score -1225465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1225469.375000 Penalty: 4485.320801
	Iteration 27Q: 3 clusters Score -1225469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1225473.500000 Penalty: 4485.320801
	Iteration 28Q: 3 clusters Score -1225474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1225477.375000 Penalty: 4485.320801
	Iteration 29Q: 3 clusters Score -1225477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1225476.500000 Penalty: 4485.320801
	Iteration 30Q: 3 clusters Score -1225476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1225480.000000 Penalty: 4485.320801
	Iteration 31Q: 3 clusters Score -1225480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1225482.875000 Penalty: 4485.320801
	Iteration 32Q: 3 clusters Score -1225483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1225485.375000 Penalty: 4485.320801
	Iteration 33Q: 3 clusters Score -1225485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1225483.750000 Penalty: 4485.320801
	Iteration 34Q: 3 clusters Score -1225484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1225485.875000 Penalty: 4485.320801
	Iteration 35Q: 3 clusters Score -1225486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1225486.125000 Penalty: 4485.320801
	Iteration 36Q: 3 clusters Score -1225486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1225486.375000 Penalty: 4485.320801
	Iteration 37Q: 3 clusters Score -1225486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1225486.375000 Penalty: 4485.320801
	Iteration 38F: 3 clusters Score -1225486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Entering Unmasked Estep 
Score: -1927661.500000 Penalty: 2358.829102
	Iteration 0F: 2 clusters Score -1927662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1917789.750000 Penalty: 4717.658203
	Iteration 0F: 3 clusters Score -1917790 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1920950.500000 Penalty: 4717.658203
	Iteration 1F: 3 clusters Score -1920950 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1921420.250000 Penalty: 4717.658203
	Iteration 2F: 3 clusters Score -1921420 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1921883.125000 Penalty: 4717.658203
	Iteration 3F: 3 clusters Score -1921883 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1922326.125000 Penalty: 4717.658203
	Iteration 4F: 3 clusters Score -1922326 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1922798.875000 Penalty: 4717.658203
	Iteration 5F: 3 clusters Score -1922799 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1923275.250000 Penalty: 4717.658203
	Iteration 6F: 3 clusters Score -1923275 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1923808.000000 Penalty: 4717.658203
	Iteration 7F: 3 clusters Score -1923808 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1924313.750000 Penalty: 4717.658203
	Iteration 8F: 3 clusters Score -1924314 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1924734.375000 Penalty: 4717.658203
	Iteration 9Q: 3 clusters Score -1924734 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1925063.625000 Penalty: 4717.658203
	Iteration 10Q: 3 clusters Score -1925064 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1925282.250000 Penalty: 4717.658203
	Iteration 11Q: 3 clusters Score -1925282 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1925391.000000 Penalty: 4717.658203
	Iteration 12Q: 3 clusters Score -1925391 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1925456.750000 Penalty: 4717.658203
	Iteration 13Q: 3 clusters Score -1925457 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1925513.375000 Penalty: 4717.658203
	Iteration 14Q: 3 clusters Score -1925513 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1925546.375000 Penalty: 4717.658203
	Iteration 15Q: 3 clusters Score -1925546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1925582.625000 Penalty: 4717.658203
	Iteration 16Q: 3 clusters Score -1925583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1925610.250000 Penalty: 4717.658203
	Iteration 17Q: 3 clusters Score -1925610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1925635.125000 Penalty: 4717.658203
	Iteration 18Q: 3 clusters Score -1925635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1925654.625000 Penalty: 4717.658203
	Iteration 19Q: 3 clusters Score -1925655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1925663.750000 Penalty: 4717.658203
	Iteration 20F: 3 clusters Score -1925664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1925673.125000 Penalty: 4717.658203
	Iteration 21Q: 3 clusters Score -1925673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1925677.875000 Penalty: 4717.658203
	Iteration 22Q: 3 clusters Score -1925678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1925681.000000 Penalty: 4717.658203
	Iteration 23Q: 3 clusters Score -1925681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1925681.125000 Penalty: 4717.658203
	Iteration 24Q: 3 clusters Score -1925681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1925684.500000 Penalty: 4717.658203
	Iteration 25Q: 3 clusters Score -1925684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1925688.375000 Penalty: 4717.658203
	Iteration 26Q: 3 clusters Score -1925688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1925689.125000 Penalty: 4717.658203
	Iteration 27Q: 3 clusters Score -1925689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1925689.250000 Penalty: 4717.658203
	Iteration 28Q: 3 clusters Score -1925689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1925687.125000 Penalty: 4717.658203
	Iteration 29Q: 3 clusters Score -1925687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1925687.375000 Penalty: 4717.658203
	Iteration 30Q: 3 clusters Score -1925687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1925688.125000 Penalty: 4717.658203
	Iteration 31Q: 3 clusters Score -1925688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1925691.875000 Penalty: 4717.658203
	Iteration 32Q: 3 clusters Score -1925692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1925694.750000 Penalty: 4717.658203
	Iteration 33Q: 3 clusters Score -1925695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1925697.250000 Penalty: 4717.658203
	Iteration 34Q: 3 clusters Score -1925697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1925701.375000 Penalty: 4717.658203
	Iteration 35Q: 3 clusters Score -1925701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1925699.750000 Penalty: 4717.658203
	Iteration 36Q: 3 clusters Score -1925700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1925697.875000 Penalty: 4717.658203
	Iteration 37Q: 3 clusters Score -1925698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1925702.875000 Penalty: 4717.658203
	Iteration 38Q: 3 clusters Score -1925703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1925702.500000 Penalty: 4717.658203
	Iteration 39Q: 3 clusters Score -1925702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1925704.000000 Penalty: 4717.658203
	Iteration 40F: 3 clusters Score -1925704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1925709.750000 Penalty: 4717.658203
	Iteration 41Q: 3 clusters Score -1925710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1925712.125000 Penalty: 4717.658203
	Iteration 42Q: 3 clusters Score -1925712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1925715.125000 Penalty: 4717.658203
	Iteration 43Q: 3 clusters Score -1925715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1925720.875000 Penalty: 4717.658203
	Iteration 44Q: 3 clusters Score -1925721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1925721.000000 Penalty: 4717.658203
	Iteration 45Q: 3 clusters Score -1925721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1925724.375000 Penalty: 4717.658203
	Iteration 46Q: 3 clusters Score -1925724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1925727.250000 Penalty: 4717.658203
	Iteration 47Q: 3 clusters Score -1925727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1925739.000000 Penalty: 4717.658203
	Iteration 48Q: 3 clusters Score -1925739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1925746.250000 Penalty: 4717.658203
	Iteration 49Q: 3 clusters Score -1925746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1925746.875000 Penalty: 4717.658203
	Iteration 50Q: 3 clusters Score -1925747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1925749.750000 Penalty: 4717.658203
	Iteration 51Q: 3 clusters Score -1925750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1925745.875000 Penalty: 4717.658203
	Iteration 52Q: 3 clusters Score -1925746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1925751.250000 Penalty: 4717.658203
	Iteration 53Q: 3 clusters Score -1925751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1925755.125000 Penalty: 4717.658203
	Iteration 54Q: 3 clusters Score -1925755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1925760.750000 Penalty: 4717.658203
	Iteration 55Q: 3 clusters Score -1925761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1925766.500000 Penalty: 4717.658203
	Iteration 56Q: 3 clusters Score -1925766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1925768.875000 Penalty: 4717.658203
	Iteration 57Q: 3 clusters Score -1925769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1925773.375000 Penalty: 4717.658203
	Iteration 58Q: 3 clusters Score -1925773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1925778.125000 Penalty: 4717.658203
	Iteration 59Q: 3 clusters Score -1925778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1925782.000000 Penalty: 4717.658203
	Iteration 60F: 3 clusters Score -1925782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1925783.875000 Penalty: 4717.658203
	Iteration 61Q: 3 clusters Score -1925784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1925790.875000 Penalty: 4717.658203
	Iteration 62Q: 3 clusters Score -1925791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1925788.750000 Penalty: 4717.658203
	Iteration 63Q: 3 clusters Score -1925789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1925803.500000 Penalty: 4717.658203
	Iteration 64Q: 3 clusters Score -1925804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1925807.875000 Penalty: 4717.658203
	Iteration 65Q: 3 clusters Score -1925808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1925806.875000 Penalty: 4717.658203
	Iteration 66Q: 3 clusters Score -1925807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1925819.750000 Penalty: 4717.658203
	Iteration 67Q: 3 clusters Score -1925820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1925826.750000 Penalty: 4717.658203
	Iteration 68Q: 3 clusters Score -1925827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1925829.750000 Penalty: 4717.658203
	Iteration 69Q: 3 clusters Score -1925830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1925840.750000 Penalty: 4717.658203
	Iteration 70Q: 3 clusters Score -1925841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1925842.375000 Penalty: 4717.658203
	Iteration 71Q: 3 clusters Score -1925842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1925841.500000 Penalty: 4717.658203
	Iteration 72Q: 3 clusters Score -1925842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1925847.625000 Penalty: 4717.658203
	Iteration 73Q: 3 clusters Score -1925848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1925851.500000 Penalty: 4717.658203
	Iteration 74Q: 3 clusters Score -1925852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1925852.750000 Penalty: 4717.658203
	Iteration 75Q: 3 clusters Score -1925853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1925855.875000 Penalty: 4717.658203
	Iteration 76Q: 3 clusters Score -1925856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1925855.625000 Penalty: 4717.658203
	Iteration 77Q: 3 clusters Score -1925856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1925859.875000 Penalty: 4717.658203
	Iteration 78Q: 3 clusters Score -1925860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1925862.500000 Penalty: 4717.658203
	Iteration 79Q: 3 clusters Score -1925862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1925869.500000 Penalty: 4717.658203
	Iteration 80F: 3 clusters Score -1925870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1925868.375000 Penalty: 4717.658203
	Iteration 81Q: 3 clusters Score -1925868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1925883.250000 Penalty: 4717.658203
	Iteration 82Q: 3 clusters Score -1925883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1925885.000000 Penalty: 4717.658203
	Iteration 83Q: 3 clusters Score -1925885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1925885.375000 Penalty: 4717.658203
	Iteration 84Q: 3 clusters Score -1925885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1925889.875000 Penalty: 4717.658203
	Iteration 85Q: 3 clusters Score -1925890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1925889.875000 Penalty: 4717.658203
	Iteration 86Q: 3 clusters Score -1925890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1925893.625000 Penalty: 4717.658203
	Iteration 87Q: 3 clusters Score -1925894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1925895.750000 Penalty: 4717.658203
	Iteration 88Q: 3 clusters Score -1925896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1925897.875000 Penalty: 4717.658203
	Iteration 89Q: 3 clusters Score -1925898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1925900.250000 Penalty: 4717.658203
	Iteration 90Q: 3 clusters Score -1925900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1925899.375000 Penalty: 4717.658203
	Iteration 91Q: 3 clusters Score -1925899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1925901.125000 Penalty: 4717.658203
	Iteration 92Q: 3 clusters Score -1925901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1925905.375000 Penalty: 4717.658203
	Iteration 93Q: 3 clusters Score -1925905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1925899.000000 Penalty: 4717.658203
	Iteration 94Q: 3 clusters Score -1925899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1925902.125000 Penalty: 4717.658203
	Iteration 95Q: 3 clusters Score -1925902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1925900.875000 Penalty: 4717.658203
	Iteration 96Q: 3 clusters Score -1925901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1925900.125000 Penalty: 4717.658203
	Iteration 97Q: 3 clusters Score -1925900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1925900.500000 Penalty: 4717.658203
	Iteration 98Q: 3 clusters Score -1925900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1925900.750000 Penalty: 4717.658203
	Iteration 99Q: 3 clusters Score -1925901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1925901.375000 Penalty: 4717.658203
	Iteration 100F: 3 clusters Score -1925901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1925902.875000 Penalty: 4717.658203
	Iteration 101Q: 3 clusters Score -1925903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1925904.375000 Penalty: 4717.658203
	Iteration 102Q: 3 clusters Score -1925904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1925903.000000 Penalty: 4717.658203
	Iteration 103Q: 3 clusters Score -1925903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1925904.875000 Penalty: 4717.658203
	Iteration 104Q: 3 clusters Score -1925905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1925903.000000 Penalty: 4717.658203
	Iteration 105Q: 3 clusters Score -1925903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1925903.000000 Penalty: 4717.658203
	Iteration 106F: 3 clusters Score -1925903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -37602.382812 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -37602.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36324.437500 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -36324.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36470.097656 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -36470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36496.386719 Penalty: 2853.275879
	Iteration 2Q: 3 clusters Score -36496.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36506.011719 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -36506.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36511.042969 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -36511.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36519.359375 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -36519.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36533.214844 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -36533.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36551.078125 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -36551.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36560.839844 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -36560.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36576.253906 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -36576.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36582.128906 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -36582.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36586.015625 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -36586.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36586.015625 Penalty: 2853.275879
	Iteration 12F: 3 clusters Score -36586.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -53950.203125 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -53950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52619.394531 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -52619.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52790.816406 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -52790.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52890.636719 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -52890.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52968.464844 Penalty: 3009.939209
	Iteration 3F: 3 clusters Score -52968.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -53014.472656 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -53014.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53061.664062 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -53061.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -53106.023438 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -53106.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53159.257812 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -53159.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53187.183594 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -53187.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53217.207031 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -53217.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53267.230469 Penalty: 3009.939209
	Iteration 10Q: 3 clusters Score -53267.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53328.019531 Penalty: 3009.939209
	Iteration 11Q: 3 clusters Score -53328.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -53446.648438 Penalty: 3009.939209
	Iteration 12Q: 3 clusters Score -53446.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53483.355469 Penalty: 3009.939209
	Iteration 13Q: 3 clusters Score -53483.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53506.414062 Penalty: 3009.939209
	Iteration 14Q: 3 clusters Score -53506.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53550.527344 Penalty: 3009.939209
	Iteration 15Q: 3 clusters Score -53550.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53775.105469 Penalty: 3009.939209
	Iteration 16Q: 3 clusters Score -53775.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53887.675781 Penalty: 3009.939209
	Iteration 17Q: 3 clusters Score -53887.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53971.097656 Penalty: 3009.939209
	Iteration 18Q: 3 clusters Score -53971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54007.128906 Penalty: 3009.939209
	Iteration 19Q: 3 clusters Score -54007.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54037.355469 Penalty: 3009.939209
	Iteration 20F: 3 clusters Score -54037.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54089.628906 Penalty: 3009.939209
	Iteration 21Q: 3 clusters Score -54089.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54158.648438 Penalty: 3009.939209
	Iteration 22Q: 3 clusters Score -54158.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54239.222656 Penalty: 3009.939209
	Iteration 23Q: 3 clusters Score -54239.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54347.945312 Penalty: 3009.939209
	Iteration 24Q: 3 clusters Score -54347.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54460.269531 Penalty: 3009.939209
	Iteration 25Q: 3 clusters Score -54460.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54510.472656 Penalty: 3009.939209
	Iteration 26Q: 3 clusters Score -54510.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54572.417969 Penalty: 3009.939209
	Iteration 27Q: 3 clusters Score -54572.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54685.246094 Penalty: 3009.939209
	Iteration 28Q: 3 clusters Score -54685.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54742.660156 Penalty: 3009.939209
	Iteration 29Q: 3 clusters Score -54742.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54742.660156 Penalty: 3009.939209
	Iteration 30F: 3 clusters Score -54742.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 118 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 203 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
Score: -95481040.000000 Penalty: 116329.945312
Splitting cluster 30 changes total score from -95481768.000000 to -95481040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -40176.171875 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -40176.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38938.285156 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -38938.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39043.597656 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -39043.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39084.597656 Penalty: 2859.534668
	Iteration 2Q: 3 clusters Score -39084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39124.546875 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -39124.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39151.632812 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -39151.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39168.750000 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -39168.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39178.941406 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -39178.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39198.246094 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -39198.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39205.304688 Penalty: 2859.534668
	Iteration 8Q: 3 clusters Score -39205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39205.304688 Penalty: 2859.534668
	Iteration 9F: 3 clusters Score -39205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -86761.789062 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -86761.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85105.898438 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -85105.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85467.914062 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -85467.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85683.257812 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -85683.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85892.109375 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -85892.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86025.812500 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -86025.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86089.835938 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -86089.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86170.945312 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -86170.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86256.523438 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -86256.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86324.007812 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -86324.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86371.781250 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -86371.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86399.601562 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -86399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86416.382812 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -86416.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86429.453125 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -86429.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86435.257812 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -86435.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86445.148438 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -86445.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86476.851562 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -86476.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86516.890625 Penalty: 3236.414795
	Iteration 16Q: 3 clusters Score -86516.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86584.765625 Penalty: 3236.414795
	Iteration 17Q: 3 clusters Score -86584.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86674.617188 Penalty: 3236.414795
	Iteration 18Q: 3 clusters Score -86674.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86729.039062 Penalty: 3236.414795
	Iteration 19Q: 3 clusters Score -86729.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86783.148438 Penalty: 3236.414795
	Iteration 20F: 3 clusters Score -86783.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86823.531250 Penalty: 3236.414795
	Iteration 21Q: 3 clusters Score -86823.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86827.546875 Penalty: 3236.414795
	Iteration 22Q: 3 clusters Score -86827.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86827.546875 Penalty: 3236.414795
	Iteration 23F: 3 clusters Score -86827.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 118 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 304 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 378 members 
Entering Unmasked Estep 
Score: -95480488.000000 Penalty: 116329.945312
Splitting cluster 32 changes total score from -95481768.000000 to -95480488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -106200.984375 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -106201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104465.093750 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -104465.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104885.742188 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -104885.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105314.578125 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -105314.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106233.617188 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -106233.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106472.765625 Penalty: 3340.357422
	Iteration 4F: 3 clusters Score -106472.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106707.000000 Penalty: 3340.357422
	Iteration 5F: 3 clusters Score -106707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -107048.109375 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -107048.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107217.554688 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -107217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107297.132812 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -107297.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107385.039062 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -107385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -107427.773438 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -107427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107459.507812 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -107459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107481.531250 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -107481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107484.875000 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -107484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107484.875000 Penalty: 3340.357422
	Iteration 14F: 3 clusters Score -107484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 118 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 176 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 665 members 
Entering Unmasked Estep 
Score: -95481504.000000 Penalty: 116329.945312
Splitting cluster 33 changes total score from -95481768.000000 to -95481504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 118 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482032.000000 Penalty: 113006.234375
Iteration 158F: 35 clusters Score -9.548203e+07 nChanged 4
Entering ConstructFrom: 
Score: -95482032.000000 Penalty: 113006.234375
Entering ConstructFrom: 
Trying to split cluster 1 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -902177.125000 Penalty: 2169.382812
	Iteration 0F: 2 clusters Score -902177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -896836.437500 Penalty: 4338.765625
	Iteration 0F: 3 clusters Score -896836.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -898173.937500 Penalty: 4338.765625
	Iteration 1F: 3 clusters Score -898173.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -898415.000000 Penalty: 4338.765625
	Iteration 2F: 3 clusters Score -898415 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -898574.812500 Penalty: 4338.765625
	Iteration 3F: 3 clusters Score -898574.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -898671.937500 Penalty: 4338.765625
	Iteration 4Q: 3 clusters Score -898671.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -898751.250000 Penalty: 4338.765625
	Iteration 5Q: 3 clusters Score -898751.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -898817.437500 Penalty: 4338.765625
	Iteration 6Q: 3 clusters Score -898817.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -898879.625000 Penalty: 4338.765625
	Iteration 7Q: 3 clusters Score -898879.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -898939.375000 Penalty: 4338.765625
	Iteration 8Q: 3 clusters Score -898939.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -899000.750000 Penalty: 4338.765625
	Iteration 9Q: 3 clusters Score -899000.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -899049.500000 Penalty: 4338.765625
	Iteration 10Q: 3 clusters Score -899049.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -899090.750000 Penalty: 4338.765625
	Iteration 11Q: 3 clusters Score -899090.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -899123.062500 Penalty: 4338.765625
	Iteration 12Q: 3 clusters Score -899123.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -899159.937500 Penalty: 4338.765625
	Iteration 13Q: 3 clusters Score -899159.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -899185.812500 Penalty: 4338.765625
	Iteration 14Q: 3 clusters Score -899185.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -899207.062500 Penalty: 4338.765625
	Iteration 15Q: 3 clusters Score -899207.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -899231.750000 Penalty: 4338.765625
	Iteration 16Q: 3 clusters Score -899231.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -899265.437500 Penalty: 4338.765625
	Iteration 17Q: 3 clusters Score -899265.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -899295.187500 Penalty: 4338.765625
	Iteration 18Q: 3 clusters Score -899295.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -899333.250000 Penalty: 4338.765625
	Iteration 19Q: 3 clusters Score -899333.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -899371.812500 Penalty: 4338.765625
	Iteration 20F: 3 clusters Score -899371.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -899415.437500 Penalty: 4338.765625
	Iteration 21Q: 3 clusters Score -899415.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -899457.625000 Penalty: 4338.765625
	Iteration 22Q: 3 clusters Score -899457.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -899499.875000 Penalty: 4338.765625
	Iteration 23Q: 3 clusters Score -899499.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -899552.125000 Penalty: 4338.765625
	Iteration 24Q: 3 clusters Score -899552.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -899631.062500 Penalty: 4338.765625
	Iteration 25Q: 3 clusters Score -899631.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -899720.375000 Penalty: 4338.765625
	Iteration 26Q: 3 clusters Score -899720.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -899818.062500 Penalty: 4338.765625
	Iteration 27Q: 3 clusters Score -899818.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -899923.250000 Penalty: 4338.765625
	Iteration 28Q: 3 clusters Score -899923.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -900037.500000 Penalty: 4338.765625
	Iteration 29Q: 3 clusters Score -900037.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -900177.437500 Penalty: 4338.765625
	Iteration 30Q: 3 clusters Score -900177.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -900324.937500 Penalty: 4338.765625
	Iteration 31Q: 3 clusters Score -900324.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -900512.437500 Penalty: 4338.765625
	Iteration 32Q: 3 clusters Score -900512.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -900793.312500 Penalty: 4338.765625
	Iteration 33Q: 3 clusters Score -900793.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -901081.375000 Penalty: 4338.765625
	Iteration 34Q: 3 clusters Score -901081.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -901296.562500 Penalty: 4338.765625
	Iteration 35Q: 3 clusters Score -901296.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -901411.437500 Penalty: 4338.765625
	Iteration 36Q: 3 clusters Score -901411.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -901473.812500 Penalty: 4338.765625
	Iteration 37Q: 3 clusters Score -901473.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -901512.437500 Penalty: 4338.765625
	Iteration 38Q: 3 clusters Score -901512.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -901546.562500 Penalty: 4338.765625
	Iteration 39Q: 3 clusters Score -901546.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -901577.437500 Penalty: 4338.765625
	Iteration 40F: 3 clusters Score -901577.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -901599.187500 Penalty: 4338.765625
	Iteration 41Q: 3 clusters Score -901599.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -901622.812500 Penalty: 4338.765625
	Iteration 42Q: 3 clusters Score -901622.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -901649.437500 Penalty: 4338.765625
	Iteration 43Q: 3 clusters Score -901649.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -901671.125000 Penalty: 4338.765625
	Iteration 44Q: 3 clusters Score -901671.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -901684.750000 Penalty: 4338.765625
	Iteration 45Q: 3 clusters Score -901684.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -901696.375000 Penalty: 4338.765625
	Iteration 46Q: 3 clusters Score -901696.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -901709.750000 Penalty: 4338.765625
	Iteration 47Q: 3 clusters Score -901709.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -901721.000000 Penalty: 4338.765625
	Iteration 48Q: 3 clusters Score -901721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -901728.687500 Penalty: 4338.765625
	Iteration 49Q: 3 clusters Score -901728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -901731.125000 Penalty: 4338.765625
	Iteration 50Q: 3 clusters Score -901731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -901732.250000 Penalty: 4338.765625
	Iteration 51Q: 3 clusters Score -901732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -901731.750000 Penalty: 4338.765625
	Iteration 52Q: 3 clusters Score -901731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -901731.750000 Penalty: 4338.765625
	Iteration 53F: 3 clusters Score -901731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -532697.375000 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -532697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -529062.500000 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -529062.5 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -529912.812500 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -529912.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -530249.750000 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -530249.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -530647.062500 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -530647.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -531052.062500 Penalty: 4065.432617
	Iteration 4F: 3 clusters Score -531052.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -531403.687500 Penalty: 4065.432617
	Iteration 5F: 3 clusters Score -531403.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -531643.687500 Penalty: 4065.432617
	Iteration 6F: 3 clusters Score -531643.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -531811.187500 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -531811.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -531905.875000 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -531905.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -531963.812500 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -531963.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -531995.125000 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -531995.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -532007.500000 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -532007.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -532019.000000 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -532019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -532027.812500 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -532027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -532030.875000 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -532030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -532036.375000 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -532036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -532039.812500 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -532039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -532040.625000 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -532040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -532040.625000 Penalty: 4065.432617
	Iteration 18F: 3 clusters Score -532040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -198671.671875 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -198671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -196460.859375 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -196460.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196854.953125 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -196855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196959.406250 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -196959.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -197035.562500 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -197035.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -197081.437500 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -197081.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -197112.359375 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -197112.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -197145.375000 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -197145.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -197158.156250 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -197158.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -197167.265625 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -197167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -197175.468750 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -197175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -197181.125000 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -197181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -197183.953125 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -197184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -197185.109375 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -197185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -197185.109375 Penalty: 3575.098633
	Iteration 13F: 3 clusters Score -197185.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -2086750.750000 Penalty: 2371.371826
	Iteration 0F: 2 clusters Score -2086751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2076391.750000 Penalty: 4742.743652
	Iteration 0F: 3 clusters Score -2076392 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2079637.125000 Penalty: 4742.743652
	Iteration 1F: 3 clusters Score -2079637 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2079993.750000 Penalty: 4742.743652
	Iteration 2F: 3 clusters Score -2079994 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2080272.750000 Penalty: 4742.743652
	Iteration 3Q: 3 clusters Score -2080273 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2080483.875000 Penalty: 4742.743652
	Iteration 4Q: 3 clusters Score -2080484 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2080664.500000 Penalty: 4742.743652
	Iteration 5Q: 3 clusters Score -2080664 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2080827.750000 Penalty: 4742.743652
	Iteration 6Q: 3 clusters Score -2080828 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2080986.375000 Penalty: 4742.743652
	Iteration 7Q: 3 clusters Score -2080986 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2081161.625000 Penalty: 4742.743652
	Iteration 8Q: 3 clusters Score -2081162 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2081336.250000 Penalty: 4742.743652
	Iteration 9Q: 3 clusters Score -2081336 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2081552.750000 Penalty: 4742.743652
	Iteration 10Q: 3 clusters Score -2081553 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2081780.375000 Penalty: 4742.743652
	Iteration 11Q: 3 clusters Score -2081780 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2082011.125000 Penalty: 4742.743652
	Iteration 12Q: 3 clusters Score -2082011 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2082272.625000 Penalty: 4742.743652
	Iteration 13Q: 3 clusters Score -2082273 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2082544.625000 Penalty: 4742.743652
	Iteration 14Q: 3 clusters Score -2082545 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2082804.125000 Penalty: 4742.743652
	Iteration 15Q: 3 clusters Score -2082804 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2083030.750000 Penalty: 4742.743652
	Iteration 16Q: 3 clusters Score -2083031 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2083233.250000 Penalty: 4742.743652
	Iteration 17Q: 3 clusters Score -2083233 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2083402.125000 Penalty: 4742.743652
	Iteration 18Q: 3 clusters Score -2083402 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2083532.000000 Penalty: 4742.743652
	Iteration 19Q: 3 clusters Score -2083532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2083652.375000 Penalty: 4742.743652
	Iteration 20F: 3 clusters Score -2083652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2083738.875000 Penalty: 4742.743652
	Iteration 21Q: 3 clusters Score -2083739 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2083808.750000 Penalty: 4742.743652
	Iteration 22Q: 3 clusters Score -2083809 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2083858.250000 Penalty: 4742.743652
	Iteration 23Q: 3 clusters Score -2083858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2083922.375000 Penalty: 4742.743652
	Iteration 24Q: 3 clusters Score -2083922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2083972.000000 Penalty: 4742.743652
	Iteration 25Q: 3 clusters Score -2083972 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2084043.250000 Penalty: 4742.743652
	Iteration 26Q: 3 clusters Score -2084043 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2084105.000000 Penalty: 4742.743652
	Iteration 27Q: 3 clusters Score -2084105 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2084165.375000 Penalty: 4742.743652
	Iteration 28Q: 3 clusters Score -2084165 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2084229.625000 Penalty: 4742.743652
	Iteration 29Q: 3 clusters Score -2084230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2084281.250000 Penalty: 4742.743652
	Iteration 30Q: 3 clusters Score -2084281 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2084330.375000 Penalty: 4742.743652
	Iteration 31Q: 3 clusters Score -2084330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2084394.250000 Penalty: 4742.743652
	Iteration 32Q: 3 clusters Score -2084394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2084450.500000 Penalty: 4742.743652
	Iteration 33Q: 3 clusters Score -2084450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2084517.125000 Penalty: 4742.743652
	Iteration 34Q: 3 clusters Score -2084517 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2084597.500000 Penalty: 4742.743652
	Iteration 35Q: 3 clusters Score -2084598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2084667.625000 Penalty: 4742.743652
	Iteration 36Q: 3 clusters Score -2084668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2084742.000000 Penalty: 4742.743652
	Iteration 37Q: 3 clusters Score -2084742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2084841.250000 Penalty: 4742.743652
	Iteration 38Q: 3 clusters Score -2084841 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2084945.750000 Penalty: 4742.743652
	Iteration 39Q: 3 clusters Score -2084946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2085058.750000 Penalty: 4742.743652
	Iteration 40F: 3 clusters Score -2085059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2085143.875000 Penalty: 4742.743652
	Iteration 41Q: 3 clusters Score -2085144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2085206.250000 Penalty: 4742.743652
	Iteration 42Q: 3 clusters Score -2085206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2085251.000000 Penalty: 4742.743652
	Iteration 43Q: 3 clusters Score -2085251 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2085296.375000 Penalty: 4742.743652
	Iteration 44Q: 3 clusters Score -2085296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2085317.125000 Penalty: 4742.743652
	Iteration 45Q: 3 clusters Score -2085317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2085331.750000 Penalty: 4742.743652
	Iteration 46Q: 3 clusters Score -2085332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2085343.000000 Penalty: 4742.743652
	Iteration 47Q: 3 clusters Score -2085343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2085348.250000 Penalty: 4742.743652
	Iteration 48Q: 3 clusters Score -2085348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2085346.750000 Penalty: 4742.743652
	Iteration 49Q: 3 clusters Score -2085347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2085348.250000 Penalty: 4742.743652
	Iteration 50Q: 3 clusters Score -2085348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2085355.750000 Penalty: 4742.743652
	Iteration 51Q: 3 clusters Score -2085356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2085355.125000 Penalty: 4742.743652
	Iteration 52Q: 3 clusters Score -2085355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2085362.625000 Penalty: 4742.743652
	Iteration 53Q: 3 clusters Score -2085363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2085375.500000 Penalty: 4742.743652
	Iteration 54Q: 3 clusters Score -2085376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2085378.375000 Penalty: 4742.743652
	Iteration 55Q: 3 clusters Score -2085378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2085376.500000 Penalty: 4742.743652
	Iteration 56Q: 3 clusters Score -2085376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2085383.750000 Penalty: 4742.743652
	Iteration 57Q: 3 clusters Score -2085384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2085387.625000 Penalty: 4742.743652
	Iteration 58Q: 3 clusters Score -2085388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2085390.000000 Penalty: 4742.743652
	Iteration 59Q: 3 clusters Score -2085390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2085388.125000 Penalty: 4742.743652
	Iteration 60F: 3 clusters Score -2085388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2085389.625000 Penalty: 4742.743652
	Iteration 61Q: 3 clusters Score -2085390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2085389.250000 Penalty: 4742.743652
	Iteration 62Q: 3 clusters Score -2085389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2085392.625000 Penalty: 4742.743652
	Iteration 63Q: 3 clusters Score -2085393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2085394.000000 Penalty: 4742.743652
	Iteration 64Q: 3 clusters Score -2085394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2085397.375000 Penalty: 4742.743652
	Iteration 65Q: 3 clusters Score -2085397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2085396.750000 Penalty: 4742.743652
	Iteration 66Q: 3 clusters Score -2085397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2085397.500000 Penalty: 4742.743652
	Iteration 67Q: 3 clusters Score -2085398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2085398.625000 Penalty: 4742.743652
	Iteration 68Q: 3 clusters Score -2085399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2085400.375000 Penalty: 4742.743652
	Iteration 69Q: 3 clusters Score -2085400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2085399.125000 Penalty: 4742.743652
	Iteration 70Q: 3 clusters Score -2085399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2085403.000000 Penalty: 4742.743652
	Iteration 71Q: 3 clusters Score -2085403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2085405.000000 Penalty: 4742.743652
	Iteration 72Q: 3 clusters Score -2085405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2085406.125000 Penalty: 4742.743652
	Iteration 73Q: 3 clusters Score -2085406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2085406.125000 Penalty: 4742.743652
	Iteration 74F: 3 clusters Score -2085406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Entering Unmasked Estep 
Score: -6966099.500000 Penalty: 2670.584229
	Iteration 0F: 2 clusters Score -6966100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -6933934.000000 Penalty: 5341.168457
	Iteration 0F: 3 clusters Score -6933934 nChanged 21974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -6946309.500000 Penalty: 5341.168457
	Iteration 1F: 3 clusters Score -6946310 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -6947217.000000 Penalty: 5341.168457
	Iteration 2F: 3 clusters Score -6947217 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6948194.500000 Penalty: 5341.168457
	Iteration 3Q: 3 clusters Score -6948194 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -6949417.500000 Penalty: 5341.168457
	Iteration 4F: 3 clusters Score -6949418 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -6950807.500000 Penalty: 5341.168457
	Iteration 5F: 3 clusters Score -6950808 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -6952395.000000 Penalty: 5341.168457
	Iteration 6F: 3 clusters Score -6952395 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -6954150.500000 Penalty: 5341.168457
	Iteration 7F: 3 clusters Score -6954150 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -6956066.500000 Penalty: 5341.168457
	Iteration 8F: 3 clusters Score -6956066 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -6957994.500000 Penalty: 5341.168457
	Iteration 9F: 3 clusters Score -6957994 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -6959768.000000 Penalty: 5341.168457
	Iteration 10Q: 3 clusters Score -6959768 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -6961225.000000 Penalty: 5341.168457
	Iteration 11Q: 3 clusters Score -6961225 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -6962175.000000 Penalty: 5341.168457
	Iteration 12Q: 3 clusters Score -6962175 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -6962785.000000 Penalty: 5341.168457
	Iteration 13Q: 3 clusters Score -6962785 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -6963157.500000 Penalty: 5341.168457
	Iteration 14Q: 3 clusters Score -6963158 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6963402.000000 Penalty: 5341.168457
	Iteration 15Q: 3 clusters Score -6963402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6963550.500000 Penalty: 5341.168457
	Iteration 16Q: 3 clusters Score -6963550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -6963646.000000 Penalty: 5341.168457
	Iteration 17Q: 3 clusters Score -6963646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6963710.000000 Penalty: 5341.168457
	Iteration 18Q: 3 clusters Score -6963710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -6963744.000000 Penalty: 5341.168457
	Iteration 19Q: 3 clusters Score -6963744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6963756.000000 Penalty: 5341.168457
	Iteration 20F: 3 clusters Score -6963756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6963774.000000 Penalty: 5341.168457
	Iteration 21Q: 3 clusters Score -6963774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6963783.500000 Penalty: 5341.168457
	Iteration 22Q: 3 clusters Score -6963784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6963792.500000 Penalty: 5341.168457
	Iteration 23Q: 3 clusters Score -6963792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6963800.500000 Penalty: 5341.168457
	Iteration 24Q: 3 clusters Score -6963800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -6963821.000000 Penalty: 5341.168457
	Iteration 25Q: 3 clusters Score -6963821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -6963811.500000 Penalty: 5341.168457
	Iteration 26Q: 3 clusters Score -6963812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6963820.500000 Penalty: 5341.168457
	Iteration 27Q: 3 clusters Score -6963820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6963835.500000 Penalty: 5341.168457
	Iteration 28Q: 3 clusters Score -6963836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -6963832.000000 Penalty: 5341.168457
	Iteration 29Q: 3 clusters Score -6963832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -6963829.500000 Penalty: 5341.168457
	Iteration 30Q: 3 clusters Score -6963830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -6963829.500000 Penalty: 5341.168457
	Iteration 31F: 3 clusters Score -6963830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -1171918.625000 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -1171919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1165556.625000 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -1165557 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1167275.125000 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -1167275 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1167598.500000 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -1167598 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1167825.500000 Penalty: 4455.910156
	Iteration 3F: 3 clusters Score -1167826 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1168015.250000 Penalty: 4455.910156
	Iteration 4Q: 3 clusters Score -1168015 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1168187.250000 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -1168187 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1168336.125000 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -1168336 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1168477.375000 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -1168477 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1168595.500000 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -1168596 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1168726.000000 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -1168726 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1168858.375000 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -1168858 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1168985.375000 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -1168985 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1169107.000000 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -1169107 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1169220.000000 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -1169220 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1169333.750000 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -1169334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1169440.750000 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -1169441 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1169546.375000 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -1169546 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1169648.000000 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -1169648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1169723.875000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -1169724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1169799.000000 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -1169799 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1169864.625000 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -1169865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1169914.500000 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -1169914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1169975.125000 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -1169975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1170036.125000 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -1170036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1170082.875000 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -1170083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1170125.625000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -1170126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1170157.250000 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -1170157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1170171.625000 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -1170172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1170186.750000 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -1170187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1170201.375000 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -1170201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1170209.500000 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -1170210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1170214.875000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -1170215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1170220.875000 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -1170221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1170221.625000 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -1170222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1170221.500000 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -1170222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1170221.500000 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -1170222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1170221.500000 Penalty: 4455.910156
	Iteration 36F: 3 clusters Score -1170222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -623877.500000 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -623877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -619764.125000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -619764.1 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -620596.312500 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -620596.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -620765.687500 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -620765.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -620868.687500 Penalty: 4151.906250
	Iteration 3Q: 3 clusters Score -620868.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -620995.125000 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -620995.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -621156.312500 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -621156.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -621360.375000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -621360.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -621568.437500 Penalty: 4151.906250
	Iteration 7F: 3 clusters Score -621568.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -621753.437500 Penalty: 4151.906250
	Iteration 8F: 3 clusters Score -621753.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -621905.437500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -621905.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -622044.437500 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -622044.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -622147.312500 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -622147.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -622234.500000 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -622234.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -622302.562500 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -622302.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -622357.375000 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -622357.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -622397.562500 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -622397.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -622429.750000 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -622429.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -622462.500000 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -622462.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -622487.500000 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -622487.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -622505.812500 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -622505.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -622519.625000 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -622519.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -622536.312500 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -622536.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -622553.062500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -622553.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -622566.187500 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -622566.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -622580.687500 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -622580.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -622592.375000 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -622592.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -622598.687500 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -622598.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -622601.062500 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -622601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -622604.125000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -622604.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -622609.062500 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -622609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -622614.437500 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -622614.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -622616.375000 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -622616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -622617.500000 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -622617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -622620.562500 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -622620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -622622.187500 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -622622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -622625.312500 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -622625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -622626.750000 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -622626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -622628.500000 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -622628.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -622628.500000 Penalty: 4151.906250
	Iteration 38F: 3 clusters Score -622628.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -43655.039062 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -43655.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42368.601562 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -42368.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42652.226562 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -42652.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42802.304688 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -42802.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42891.554688 Penalty: 3031.287842
	Iteration 3F: 3 clusters Score -42891.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42934.714844 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -42934.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43012.378906 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -43012.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43067.300781 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -43067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43103.039062 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -43103.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43112.226562 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -43112.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43114.441406 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -43114.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43123.347656 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -43123.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43140.019531 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -43140.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43161.441406 Penalty: 3031.287842
	Iteration 12Q: 3 clusters Score -43161.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43168.199219 Penalty: 3031.287842
	Iteration 13Q: 3 clusters Score -43168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43168.199219 Penalty: 3031.287842
	Iteration 14F: 3 clusters Score -43168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Entering Unmasked Estep 
Score: -5055435.000000 Penalty: 2589.368896
	Iteration 0F: 2 clusters Score -5055435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -5032109.000000 Penalty: 5178.737793
	Iteration 0F: 3 clusters Score -5032109 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5040595.000000 Penalty: 5178.737793
	Iteration 1F: 3 clusters Score -5040595 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5041051.500000 Penalty: 5178.737793
	Iteration 2Q: 3 clusters Score -5041052 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5041412.500000 Penalty: 5178.737793
	Iteration 3Q: 3 clusters Score -5041412 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5041799.000000 Penalty: 5178.737793
	Iteration 4Q: 3 clusters Score -5041799 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5042210.000000 Penalty: 5178.737793
	Iteration 5Q: 3 clusters Score -5042210 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -5042657.500000 Penalty: 5178.737793
	Iteration 6Q: 3 clusters Score -5042658 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5043113.000000 Penalty: 5178.737793
	Iteration 7Q: 3 clusters Score -5043113 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5043692.500000 Penalty: 5178.737793
	Iteration 8Q: 3 clusters Score -5043692 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5044417.000000 Penalty: 5178.737793
	Iteration 9Q: 3 clusters Score -5044417 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5045379.000000 Penalty: 5178.737793
	Iteration 10F: 3 clusters Score -5045379 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -5046628.500000 Penalty: 5178.737793
	Iteration 11F: 3 clusters Score -5046628 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -5048005.000000 Penalty: 5178.737793
	Iteration 12F: 3 clusters Score -5048005 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -5049411.000000 Penalty: 5178.737793
	Iteration 13F: 3 clusters Score -5049411 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -5050715.500000 Penalty: 5178.737793
	Iteration 14Q: 3 clusters Score -5050716 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -5051723.000000 Penalty: 5178.737793
	Iteration 15Q: 3 clusters Score -5051723 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -5052415.000000 Penalty: 5178.737793
	Iteration 16Q: 3 clusters Score -5052415 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5052769.500000 Penalty: 5178.737793
	Iteration 17Q: 3 clusters Score -5052770 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5052979.500000 Penalty: 5178.737793
	Iteration 18Q: 3 clusters Score -5052980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -5053069.500000 Penalty: 5178.737793
	Iteration 19Q: 3 clusters Score -5053070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5053107.500000 Penalty: 5178.737793
	Iteration 20F: 3 clusters Score -5053108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -5053131.500000 Penalty: 5178.737793
	Iteration 21Q: 3 clusters Score -5053132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -5053140.000000 Penalty: 5178.737793
	Iteration 22Q: 3 clusters Score -5053140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5053160.000000 Penalty: 5178.737793
	Iteration 23Q: 3 clusters Score -5053160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -5053169.500000 Penalty: 5178.737793
	Iteration 24Q: 3 clusters Score -5053170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5053175.000000 Penalty: 5178.737793
	Iteration 25Q: 3 clusters Score -5053175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5053175.000000 Penalty: 5178.737793
	Iteration 26F: 3 clusters Score -5053175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -751877.187500 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -751877.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -747142.375000 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -747142.4 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -748255.375000 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -748255.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -748461.125000 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -748461.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -748595.312500 Penalty: 4255.297363
	Iteration 3Q: 3 clusters Score -748595.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -748710.562500 Penalty: 4255.297363
	Iteration 4Q: 3 clusters Score -748710.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -748799.812500 Penalty: 4255.297363
	Iteration 5Q: 3 clusters Score -748799.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -748894.375000 Penalty: 4255.297363
	Iteration 6Q: 3 clusters Score -748894.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -748981.187500 Penalty: 4255.297363
	Iteration 7Q: 3 clusters Score -748981.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -749050.562500 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -749050.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -749119.000000 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -749119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -749176.250000 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -749176.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -749236.500000 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -749236.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -749299.937500 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -749299.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -749372.500000 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -749372.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -749434.812500 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -749434.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -749510.875000 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -749510.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -749586.687500 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -749586.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -749645.312500 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -749645.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -749696.500000 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -749696.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -749761.625000 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -749761.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -749820.250000 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -749820.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -749871.562500 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -749871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -749915.437500 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -749915.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -749947.875000 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -749947.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -749975.000000 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -749975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -749993.937500 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -749993.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -750017.000000 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -750017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -750034.125000 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -750034.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -750044.687500 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -750044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -750051.250000 Penalty: 4255.297363
	Iteration 29Q: 3 clusters Score -750051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -750056.500000 Penalty: 4255.297363
	Iteration 30Q: 3 clusters Score -750056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -750062.937500 Penalty: 4255.297363
	Iteration 31Q: 3 clusters Score -750062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -750066.937500 Penalty: 4255.297363
	Iteration 32Q: 3 clusters Score -750066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -750069.000000 Penalty: 4255.297363
	Iteration 33Q: 3 clusters Score -750069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -750069.250000 Penalty: 4255.297363
	Iteration 34Q: 3 clusters Score -750069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -750072.250000 Penalty: 4255.297363
	Iteration 35Q: 3 clusters Score -750072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -750072.937500 Penalty: 4255.297363
	Iteration 36Q: 3 clusters Score -750072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -750072.062500 Penalty: 4255.297363
	Iteration 37Q: 3 clusters Score -750072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -750073.562500 Penalty: 4255.297363
	Iteration 38Q: 3 clusters Score -750073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -750073.562500 Penalty: 4255.297363
	Iteration 39F: 3 clusters Score -750073.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (193669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193669 members 
Entering Unmasked Estep 
Score: -28951962.000000 Penalty: 3019.128418
	Iteration 0F: 2 clusters Score -2.895196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -28824696.000000 Penalty: 6038.256836
	Iteration 0F: 3 clusters Score -2.88247e+07 nChanged 93284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -28879384.000000 Penalty: 6038.256836
	Iteration 1F: 3 clusters Score -2.887938e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -28880066.000000 Penalty: 6038.256836
	Iteration 2Q: 3 clusters Score -2.888007e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -28881028.000000 Penalty: 6038.256836
	Iteration 3Q: 3 clusters Score -2.888103e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -28882204.000000 Penalty: 6038.256836
	Iteration 4Q: 3 clusters Score -2.88822e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -28883914.000000 Penalty: 6038.256836
	Iteration 5Q: 3 clusters Score -2.888391e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 114058 members 
Entering Unmasked Estep 
Score: -28886546.000000 Penalty: 6038.256836
	Iteration 6Q: 3 clusters Score -2.888655e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 122658 members 
Entering Unmasked Estep 
Score: -28891058.000000 Penalty: 6038.256836
	Iteration 7Q: 3 clusters Score -2.889106e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 134834 members 
Entering Unmasked Estep 
Score: -28898806.000000 Penalty: 6038.256836
	Iteration 8F: 3 clusters Score -2.889881e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -28911072.000000 Penalty: 6038.256836
	Iteration 9F: 3 clusters Score -2.891107e+07 nChanged 16962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 167464 members 
Entering Unmasked Estep 
Score: -28925672.000000 Penalty: 6038.256836
	Iteration 10F: 3 clusters Score -2.892567e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 181056 members 
Entering Unmasked Estep 
Score: -28938204.000000 Penalty: 6038.256836
	Iteration 11F: 3 clusters Score -2.89382e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 188777 members 
Entering Unmasked Estep 
Score: -28945228.000000 Penalty: 6038.256836
	Iteration 12Q: 3 clusters Score -2.894523e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 191898 members 
Entering Unmasked Estep 
Score: -28947876.000000 Penalty: 6038.256836
	Iteration 13Q: 3 clusters Score -2.894788e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -28948768.000000 Penalty: 6038.256836
	Iteration 14Q: 3 clusters Score -2.894877e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 193194 members 
Entering Unmasked Estep 
Score: -28949068.000000 Penalty: 6038.256836
	Iteration 15Q: 3 clusters Score -2.894907e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 193294 members 
Entering Unmasked Estep 
Score: -28949138.000000 Penalty: 6038.256836
	Iteration 16Q: 3 clusters Score -2.894914e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 193334 members 
Entering Unmasked Estep 
Score: -28949208.000000 Penalty: 6038.256836
	Iteration 17Q: 3 clusters Score -2.894921e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 193359 members 
Entering Unmasked Estep 
Score: -28949236.000000 Penalty: 6038.256836
	Iteration 18Q: 3 clusters Score -2.894924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 193370 members 
Entering Unmasked Estep 
Score: -28949238.000000 Penalty: 6038.256836
	Iteration 19Q: 3 clusters Score -2.894924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193380 members 
Entering Unmasked Estep 
Score: -28949258.000000 Penalty: 6038.256836
	Iteration 20F: 3 clusters Score -2.894926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 193383 members 
Entering Unmasked Estep 
Score: -28949286.000000 Penalty: 6038.256836
	Iteration 21Q: 3 clusters Score -2.894929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193386 members 
Entering Unmasked Estep 
Score: -28949268.000000 Penalty: 6038.256836
	Iteration 22Q: 3 clusters Score -2.894927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 193390 members 
Entering Unmasked Estep 
Score: -28949282.000000 Penalty: 6038.256836
	Iteration 23Q: 3 clusters Score -2.894928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 193394 members 
Entering Unmasked Estep 
Score: -28949292.000000 Penalty: 6038.256836
	Iteration 24Q: 3 clusters Score -2.894929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 193399 members 
Entering Unmasked Estep 
Score: -28949276.000000 Penalty: 6038.256836
	Iteration 25Q: 3 clusters Score -2.894928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 193400 members 
Entering Unmasked Estep 
Score: -28949272.000000 Penalty: 6038.256836
	Iteration 26Q: 3 clusters Score -2.894927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 193401 members 
Entering Unmasked Estep 
Score: -28949264.000000 Penalty: 6038.256836
	Iteration 27Q: 3 clusters Score -2.894926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 193402 members 
Entering Unmasked Estep 
Score: -28949274.000000 Penalty: 6038.256836
	Iteration 28Q: 3 clusters Score -2.894927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 193402 members 
Entering Unmasked Estep 
Score: -28949272.000000 Penalty: 6038.256836
	Iteration 29Q: 3 clusters Score -2.894927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 193403 members 
Entering Unmasked Estep 
Score: -28949278.000000 Penalty: 6038.256836
	Iteration 30Q: 3 clusters Score -2.894928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 193405 members 
Entering Unmasked Estep 
Score: -28949294.000000 Penalty: 6038.256836
	Iteration 31Q: 3 clusters Score -2.894929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 193408 members 
Entering Unmasked Estep 
Score: -28949290.000000 Penalty: 6038.256836
	Iteration 32Q: 3 clusters Score -2.894929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193407 members 
Entering Unmasked Estep 
Score: -28949296.000000 Penalty: 6038.256836
	Iteration 33Q: 3 clusters Score -2.89493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193407 members 
Entering Unmasked Estep 
Score: -28949296.000000 Penalty: 6038.256836
	Iteration 34F: 3 clusters Score -2.89493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -39673.847656 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -39673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38394.011719 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -38394.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38523.667969 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -38523.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38578.125000 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -38578.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38601.992188 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -38601.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38617.613281 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -38617.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38632.355469 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -38632.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38634.359375 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -38634.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38637.574219 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -38637.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38639.726562 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -38639.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38639.726562 Penalty: 2837.274658
	Iteration 9F: 3 clusters Score -38639.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Entering Unmasked Estep 
Score: -24121700.000000 Penalty: 2974.514648
	Iteration 0F: 2 clusters Score -2.41217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -24019718.000000 Penalty: 5949.029297
	Iteration 0F: 3 clusters Score -2.401972e+07 nChanged 77701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -24065426.000000 Penalty: 5949.029297
	Iteration 1F: 3 clusters Score -2.406543e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87675 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -24067220.000000 Penalty: 5949.029297
	Iteration 2Q: 3 clusters Score -2.406722e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -24069916.000000 Penalty: 5949.029297
	Iteration 3Q: 3 clusters Score -2.406992e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -24073692.000000 Penalty: 5949.029297
	Iteration 4Q: 3 clusters Score -2.407369e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -24079104.000000 Penalty: 5949.029297
	Iteration 5F: 3 clusters Score -2.40791e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -24086782.000000 Penalty: 5949.029297
	Iteration 6F: 3 clusters Score -2.408678e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124178 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -24096092.000000 Penalty: 5949.029297
	Iteration 7F: 3 clusters Score -2.409609e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133886 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -24104204.000000 Penalty: 5949.029297
	Iteration 8F: 3 clusters Score -2.41042e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -24109336.000000 Penalty: 5949.029297
	Iteration 9Q: 3 clusters Score -2.410934e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -24112424.000000 Penalty: 5949.029297
	Iteration 10Q: 3 clusters Score -2.411242e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148952 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -24113986.000000 Penalty: 5949.029297
	Iteration 11Q: 3 clusters Score -2.411399e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -24115066.000000 Penalty: 5949.029297
	Iteration 12Q: 3 clusters Score -2.411507e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -24115710.000000 Penalty: 5949.029297
	Iteration 13Q: 3 clusters Score -2.411571e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -24116272.000000 Penalty: 5949.029297
	Iteration 14Q: 3 clusters Score -2.411627e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155803 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -24116786.000000 Penalty: 5949.029297
	Iteration 15Q: 3 clusters Score -2.411679e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -24117278.000000 Penalty: 5949.029297
	Iteration 16Q: 3 clusters Score -2.411728e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -24117546.000000 Penalty: 5949.029297
	Iteration 17Q: 3 clusters Score -2.411755e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -24117750.000000 Penalty: 5949.029297
	Iteration 18Q: 3 clusters Score -2.411775e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -24117948.000000 Penalty: 5949.029297
	Iteration 19Q: 3 clusters Score -2.411795e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -24118216.000000 Penalty: 5949.029297
	Iteration 20F: 3 clusters Score -2.411822e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -24118468.000000 Penalty: 5949.029297
	Iteration 21Q: 3 clusters Score -2.411847e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -24118710.000000 Penalty: 5949.029297
	Iteration 22Q: 3 clusters Score -2.411871e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159602 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -24118878.000000 Penalty: 5949.029297
	Iteration 23Q: 3 clusters Score -2.411888e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159788 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -24119014.000000 Penalty: 5949.029297
	Iteration 24Q: 3 clusters Score -2.411901e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -24119126.000000 Penalty: 5949.029297
	Iteration 25Q: 3 clusters Score -2.411913e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159985 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -24119212.000000 Penalty: 5949.029297
	Iteration 26Q: 3 clusters Score -2.411921e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24119258.000000 Penalty: 5949.029297
	Iteration 27Q: 3 clusters Score -2.411926e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160072 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -24119296.000000 Penalty: 5949.029297
	Iteration 28Q: 3 clusters Score -2.41193e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160081 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -24119354.000000 Penalty: 5949.029297
	Iteration 29Q: 3 clusters Score -2.411935e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -24119406.000000 Penalty: 5949.029297
	Iteration 30Q: 3 clusters Score -2.411941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160094 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -24119464.000000 Penalty: 5949.029297
	Iteration 31Q: 3 clusters Score -2.411946e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -24119472.000000 Penalty: 5949.029297
	Iteration 32Q: 3 clusters Score -2.411947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -24119518.000000 Penalty: 5949.029297
	Iteration 33Q: 3 clusters Score -2.411952e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24119522.000000 Penalty: 5949.029297
	Iteration 34Q: 3 clusters Score -2.411952e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -24119534.000000 Penalty: 5949.029297
	Iteration 35Q: 3 clusters Score -2.411953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -24119540.000000 Penalty: 5949.029297
	Iteration 36Q: 3 clusters Score -2.411954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -24119532.000000 Penalty: 5949.029297
	Iteration 37Q: 3 clusters Score -2.411953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160131 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -24119546.000000 Penalty: 5949.029297
	Iteration 38Q: 3 clusters Score -2.411955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -24119538.000000 Penalty: 5949.029297
	Iteration 39Q: 3 clusters Score -2.411954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -24119540.000000 Penalty: 5949.029297
	Iteration 40F: 3 clusters Score -2.411954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160133 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -24119548.000000 Penalty: 5949.029297
	Iteration 41Q: 3 clusters Score -2.411955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24119558.000000 Penalty: 5949.029297
	Iteration 42Q: 3 clusters Score -2.411956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24119580.000000 Penalty: 5949.029297
	Iteration 43Q: 3 clusters Score -2.411958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24119574.000000 Penalty: 5949.029297
	Iteration 44Q: 3 clusters Score -2.411957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24119580.000000 Penalty: 5949.029297
	Iteration 45Q: 3 clusters Score -2.411958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24119580.000000 Penalty: 5949.029297
	Iteration 46F: 3 clusters Score -2.411958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -301692.593750 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -301692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -299002.031250 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -299002 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -299457.187500 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -299457.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -299555.406250 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -299555.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -299604.937500 Penalty: 3783.261963
	Iteration 3Q: 3 clusters Score -299604.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -299643.437500 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -299643.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -299668.906250 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -299668.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -299692.875000 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -299692.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -299713.093750 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -299713.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -299733.312500 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -299733.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -299747.500000 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -299747.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299753.125000 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -299753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -299756.312500 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -299756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299757.875000 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -299757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299760.281250 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -299760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299761.250000 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -299761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299761.250000 Penalty: 3783.261963
	Iteration 15F: 3 clusters Score -299761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -188311.203125 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -188311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -186007.500000 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -186007.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186479.765625 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -186479.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -186692.500000 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -186692.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -186869.578125 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -186869.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -187004.968750 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -187005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -187114.812500 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -187114.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -187190.125000 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -187190.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -187229.078125 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -187229.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -187266.250000 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -187266.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -187298.921875 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -187298.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -187315.437500 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -187315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -187324.859375 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -187324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -187327.921875 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -187327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -187334.078125 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -187334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -187344.484375 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -187344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -187349.140625 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -187349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -187349.140625 Penalty: 3663.689453
	Iteration 16F: 3 clusters Score -187349.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -2029181.625000 Penalty: 2364.005127
	Iteration 0F: 2 clusters Score -2029182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2018975.750000 Penalty: 4728.010254
	Iteration 0F: 3 clusters Score -2018976 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2022254.125000 Penalty: 4728.010254
	Iteration 1F: 3 clusters Score -2022254 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2022588.000000 Penalty: 4728.010254
	Iteration 2F: 3 clusters Score -2022588 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2022818.625000 Penalty: 4728.010254
	Iteration 3Q: 3 clusters Score -2022819 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2023006.375000 Penalty: 4728.010254
	Iteration 4Q: 3 clusters Score -2023006 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2023192.750000 Penalty: 4728.010254
	Iteration 5Q: 3 clusters Score -2023193 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2023381.625000 Penalty: 4728.010254
	Iteration 6Q: 3 clusters Score -2023382 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2023626.750000 Penalty: 4728.010254
	Iteration 7Q: 3 clusters Score -2023627 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2023926.750000 Penalty: 4728.010254
	Iteration 8Q: 3 clusters Score -2023927 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2024325.000000 Penalty: 4728.010254
	Iteration 9Q: 3 clusters Score -2024325 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2024839.000000 Penalty: 4728.010254
	Iteration 10F: 3 clusters Score -2024839 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2025365.125000 Penalty: 4728.010254
	Iteration 11F: 3 clusters Score -2025365 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2025872.625000 Penalty: 4728.010254
	Iteration 12Q: 3 clusters Score -2025873 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2026280.250000 Penalty: 4728.010254
	Iteration 13Q: 3 clusters Score -2026280 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2026595.250000 Penalty: 4728.010254
	Iteration 14Q: 3 clusters Score -2026595 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2026789.125000 Penalty: 4728.010254
	Iteration 15Q: 3 clusters Score -2026789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2026902.250000 Penalty: 4728.010254
	Iteration 16Q: 3 clusters Score -2026902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2026983.500000 Penalty: 4728.010254
	Iteration 17Q: 3 clusters Score -2026984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2027038.250000 Penalty: 4728.010254
	Iteration 18Q: 3 clusters Score -2027038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2027068.375000 Penalty: 4728.010254
	Iteration 19Q: 3 clusters Score -2027068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2027099.000000 Penalty: 4728.010254
	Iteration 20F: 3 clusters Score -2027099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2027118.000000 Penalty: 4728.010254
	Iteration 21Q: 3 clusters Score -2027118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2027126.500000 Penalty: 4728.010254
	Iteration 22Q: 3 clusters Score -2027126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2027133.000000 Penalty: 4728.010254
	Iteration 23Q: 3 clusters Score -2027133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2027139.500000 Penalty: 4728.010254
	Iteration 24Q: 3 clusters Score -2027140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2027140.125000 Penalty: 4728.010254
	Iteration 25Q: 3 clusters Score -2027140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2027138.750000 Penalty: 4728.010254
	Iteration 26Q: 3 clusters Score -2027139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2027138.750000 Penalty: 4728.010254
	Iteration 27F: 3 clusters Score -2027139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Entering Unmasked Estep 
Score: -5937169.500000 Penalty: 2646.177490
	Iteration 0F: 2 clusters Score -5937170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5907831.500000 Penalty: 5292.354980
	Iteration 0F: 3 clusters Score -5907832 nChanged 19910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -5919072.500000 Penalty: 5292.354980
	Iteration 1F: 3 clusters Score -5919072 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5920052.500000 Penalty: 5292.354980
	Iteration 2F: 3 clusters Score -5920052 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -5921232.500000 Penalty: 5292.354980
	Iteration 3F: 3 clusters Score -5921232 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5922709.000000 Penalty: 5292.354980
	Iteration 4F: 3 clusters Score -5922709 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -5924513.000000 Penalty: 5292.354980
	Iteration 5F: 3 clusters Score -5924513 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5926573.000000 Penalty: 5292.354980
	Iteration 6F: 3 clusters Score -5926573 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5928637.500000 Penalty: 5292.354980
	Iteration 7F: 3 clusters Score -5928638 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -5930464.500000 Penalty: 5292.354980
	Iteration 8F: 3 clusters Score -5930464 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5931852.500000 Penalty: 5292.354980
	Iteration 9Q: 3 clusters Score -5931852 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -5932831.500000 Penalty: 5292.354980
	Iteration 10Q: 3 clusters Score -5932832 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -5933610.500000 Penalty: 5292.354980
	Iteration 11Q: 3 clusters Score -5933610 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5934158.000000 Penalty: 5292.354980
	Iteration 12Q: 3 clusters Score -5934158 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5934486.500000 Penalty: 5292.354980
	Iteration 13Q: 3 clusters Score -5934486 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -5934687.000000 Penalty: 5292.354980
	Iteration 14Q: 3 clusters Score -5934687 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5934827.000000 Penalty: 5292.354980
	Iteration 15Q: 3 clusters Score -5934827 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5934922.500000 Penalty: 5292.354980
	Iteration 16Q: 3 clusters Score -5934922 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -5934986.000000 Penalty: 5292.354980
	Iteration 17Q: 3 clusters Score -5934986 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5935025.000000 Penalty: 5292.354980
	Iteration 18Q: 3 clusters Score -5935025 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -5935074.000000 Penalty: 5292.354980
	Iteration 19Q: 3 clusters Score -5935074 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -5935133.000000 Penalty: 5292.354980
	Iteration 20F: 3 clusters Score -5935133 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5935184.500000 Penalty: 5292.354980
	Iteration 21Q: 3 clusters Score -5935184 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5935206.500000 Penalty: 5292.354980
	Iteration 22Q: 3 clusters Score -5935206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -5935230.000000 Penalty: 5292.354980
	Iteration 23Q: 3 clusters Score -5935230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5935265.500000 Penalty: 5292.354980
	Iteration 24Q: 3 clusters Score -5935266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -5935283.500000 Penalty: 5292.354980
	Iteration 25Q: 3 clusters Score -5935284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5935294.500000 Penalty: 5292.354980
	Iteration 26Q: 3 clusters Score -5935294 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -5935328.000000 Penalty: 5292.354980
	Iteration 27Q: 3 clusters Score -5935328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5935351.500000 Penalty: 5292.354980
	Iteration 28Q: 3 clusters Score -5935352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5935374.000000 Penalty: 5292.354980
	Iteration 29Q: 3 clusters Score -5935374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5935396.000000 Penalty: 5292.354980
	Iteration 30Q: 3 clusters Score -5935396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5935405.000000 Penalty: 5292.354980
	Iteration 31Q: 3 clusters Score -5935405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5935413.000000 Penalty: 5292.354980
	Iteration 32Q: 3 clusters Score -5935413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -5935422.000000 Penalty: 5292.354980
	Iteration 33Q: 3 clusters Score -5935422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5935429.500000 Penalty: 5292.354980
	Iteration 34Q: 3 clusters Score -5935430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5935426.000000 Penalty: 5292.354980
	Iteration 35Q: 3 clusters Score -5935426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5935432.500000 Penalty: 5292.354980
	Iteration 36Q: 3 clusters Score -5935432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5935436.000000 Penalty: 5292.354980
	Iteration 37Q: 3 clusters Score -5935436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5935446.000000 Penalty: 5292.354980
	Iteration 38Q: 3 clusters Score -5935446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5935450.000000 Penalty: 5292.354980
	Iteration 39Q: 3 clusters Score -5935450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5935464.000000 Penalty: 5292.354980
	Iteration 40F: 3 clusters Score -5935464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -5935469.500000 Penalty: 5292.354980
	Iteration 41Q: 3 clusters Score -5935470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5935473.000000 Penalty: 5292.354980
	Iteration 42Q: 3 clusters Score -5935473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5935466.500000 Penalty: 5292.354980
	Iteration 43Q: 3 clusters Score -5935466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5935482.000000 Penalty: 5292.354980
	Iteration 44Q: 3 clusters Score -5935482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5935485.500000 Penalty: 5292.354980
	Iteration 45Q: 3 clusters Score -5935486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -5935471.500000 Penalty: 5292.354980
	Iteration 46Q: 3 clusters Score -5935472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5935476.000000 Penalty: 5292.354980
	Iteration 47Q: 3 clusters Score -5935476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5935482.500000 Penalty: 5292.354980
	Iteration 48Q: 3 clusters Score -5935482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5935509.000000 Penalty: 5292.354980
	Iteration 49Q: 3 clusters Score -5935509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5935506.500000 Penalty: 5292.354980
	Iteration 50Q: 3 clusters Score -5935506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5935507.000000 Penalty: 5292.354980
	Iteration 51Q: 3 clusters Score -5935507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5935499.500000 Penalty: 5292.354980
	Iteration 52Q: 3 clusters Score -5935500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5935502.000000 Penalty: 5292.354980
	Iteration 53Q: 3 clusters Score -5935502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5935507.000000 Penalty: 5292.354980
	Iteration 54Q: 3 clusters Score -5935507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5935511.000000 Penalty: 5292.354980
	Iteration 55Q: 3 clusters Score -5935511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5935501.500000 Penalty: 5292.354980
	Iteration 56Q: 3 clusters Score -5935502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5935506.000000 Penalty: 5292.354980
	Iteration 57Q: 3 clusters Score -5935506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5935512.500000 Penalty: 5292.354980
	Iteration 58Q: 3 clusters Score -5935512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5935512.500000 Penalty: 5292.354980
	Iteration 59F: 3 clusters Score -5935512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -12813.075195 Penalty: 1187.297974
	Iteration 0F: 2 clusters Score -12813.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12009.400391 Penalty: 2374.595947
	Iteration 0F: 3 clusters Score -12009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12045.734375 Penalty: 2374.595947
	Iteration 1Q: 3 clusters Score -12045.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12045.734375 Penalty: 2374.595947
	Iteration 2F: 3 clusters Score -12045.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Entering Unmasked Estep 
Score: -9573922.000000 Penalty: 2747.870850
	Iteration 0F: 2 clusters Score -9573922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -9530399.000000 Penalty: 5495.741699
	Iteration 0F: 3 clusters Score -9530399 nChanged 30228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -9547769.000000 Penalty: 5495.741699
	Iteration 1F: 3 clusters Score -9547769 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -9548560.000000 Penalty: 5495.741699
	Iteration 2Q: 3 clusters Score -9548560 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -9549634.000000 Penalty: 5495.741699
	Iteration 3Q: 3 clusters Score -9549634 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -9550795.000000 Penalty: 5495.741699
	Iteration 4Q: 3 clusters Score -9550795 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -9552284.000000 Penalty: 5495.741699
	Iteration 5F: 3 clusters Score -9552284 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -9554076.000000 Penalty: 5495.741699
	Iteration 6F: 3 clusters Score -9554076 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -9556609.000000 Penalty: 5495.741699
	Iteration 7F: 3 clusters Score -9556609 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -9559840.000000 Penalty: 5495.741699
	Iteration 8F: 3 clusters Score -9559840 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -9563339.000000 Penalty: 5495.741699
	Iteration 9F: 3 clusters Score -9563339 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -9566517.000000 Penalty: 5495.741699
	Iteration 10Q: 3 clusters Score -9566517 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -9568480.000000 Penalty: 5495.741699
	Iteration 11Q: 3 clusters Score -9568480 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -9569479.000000 Penalty: 5495.741699
	Iteration 12Q: 3 clusters Score -9569479 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -9570091.000000 Penalty: 5495.741699
	Iteration 13Q: 3 clusters Score -9570091 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -9570514.000000 Penalty: 5495.741699
	Iteration 14Q: 3 clusters Score -9570514 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -9570832.000000 Penalty: 5495.741699
	Iteration 15Q: 3 clusters Score -9570832 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -9571061.000000 Penalty: 5495.741699
	Iteration 16Q: 3 clusters Score -9571061 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -9571301.000000 Penalty: 5495.741699
	Iteration 17Q: 3 clusters Score -9571301 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -9571501.000000 Penalty: 5495.741699
	Iteration 18Q: 3 clusters Score -9571501 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -9571669.000000 Penalty: 5495.741699
	Iteration 19Q: 3 clusters Score -9571669 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9571814.000000 Penalty: 5495.741699
	Iteration 20F: 3 clusters Score -9571814 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9571911.000000 Penalty: 5495.741699
	Iteration 21Q: 3 clusters Score -9571911 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -9572031.000000 Penalty: 5495.741699
	Iteration 22Q: 3 clusters Score -9572031 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9572135.000000 Penalty: 5495.741699
	Iteration 23Q: 3 clusters Score -9572135 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9572226.000000 Penalty: 5495.741699
	Iteration 24Q: 3 clusters Score -9572226 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9572279.000000 Penalty: 5495.741699
	Iteration 25Q: 3 clusters Score -9572279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -9572332.000000 Penalty: 5495.741699
	Iteration 26Q: 3 clusters Score -9572332 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9572397.000000 Penalty: 5495.741699
	Iteration 27Q: 3 clusters Score -9572397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9572423.000000 Penalty: 5495.741699
	Iteration 28Q: 3 clusters Score -9572423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9572439.000000 Penalty: 5495.741699
	Iteration 29Q: 3 clusters Score -9572439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9572480.000000 Penalty: 5495.741699
	Iteration 30Q: 3 clusters Score -9572480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9572490.000000 Penalty: 5495.741699
	Iteration 31Q: 3 clusters Score -9572490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9572481.000000 Penalty: 5495.741699
	Iteration 32Q: 3 clusters Score -9572481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9572485.000000 Penalty: 5495.741699
	Iteration 33Q: 3 clusters Score -9572485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9572485.000000 Penalty: 5495.741699
	Iteration 34Q: 3 clusters Score -9572485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9572514.000000 Penalty: 5495.741699
	Iteration 35Q: 3 clusters Score -9572514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9572538.000000 Penalty: 5495.741699
	Iteration 36Q: 3 clusters Score -9572538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9572543.000000 Penalty: 5495.741699
	Iteration 37Q: 3 clusters Score -9572543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9572548.000000 Penalty: 5495.741699
	Iteration 38Q: 3 clusters Score -9572548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9572548.000000 Penalty: 5495.741699
	Iteration 39Q: 3 clusters Score -9572548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9572547.000000 Penalty: 5495.741699
	Iteration 40F: 3 clusters Score -9572547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9572561.000000 Penalty: 5495.741699
	Iteration 41Q: 3 clusters Score -9572561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9572581.000000 Penalty: 5495.741699
	Iteration 42Q: 3 clusters Score -9572581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9572576.000000 Penalty: 5495.741699
	Iteration 43Q: 3 clusters Score -9572576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9572573.000000 Penalty: 5495.741699
	Iteration 44Q: 3 clusters Score -9572573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9572568.000000 Penalty: 5495.741699
	Iteration 45Q: 3 clusters Score -9572568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9572568.000000 Penalty: 5495.741699
	Iteration 46Q: 3 clusters Score -9572568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9572578.000000 Penalty: 5495.741699
	Iteration 47Q: 3 clusters Score -9572578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -9572571.000000 Penalty: 5495.741699
	Iteration 48Q: 3 clusters Score -9572571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9572579.000000 Penalty: 5495.741699
	Iteration 49Q: 3 clusters Score -9572579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -9572577.000000 Penalty: 5495.741699
	Iteration 50Q: 3 clusters Score -9572577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9572580.000000 Penalty: 5495.741699
	Iteration 51Q: 3 clusters Score -9572580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9572577.000000 Penalty: 5495.741699
	Iteration 52Q: 3 clusters Score -9572577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9572590.000000 Penalty: 5495.741699
	Iteration 53Q: 3 clusters Score -9572590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9572579.000000 Penalty: 5495.741699
	Iteration 54Q: 3 clusters Score -9572579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9572585.000000 Penalty: 5495.741699
	Iteration 55Q: 3 clusters Score -9572585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9572591.000000 Penalty: 5495.741699
	Iteration 56Q: 3 clusters Score -9572591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9572598.000000 Penalty: 5495.741699
	Iteration 57Q: 3 clusters Score -9572598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9572598.000000 Penalty: 5495.741699
	Iteration 58F: 3 clusters Score -9572598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -64030.085938 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -64030.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62459.394531 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -62459.39 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62619.707031 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -62619.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62680.019531 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -62680.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62721.746094 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -62721.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62743.867188 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62743.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62746.660156 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62746.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62751.039062 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62751.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62751.562500 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62751.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62751.562500 Penalty: 3120.618408
	Iteration 8F: 3 clusters Score -62751.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -191433.796875 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -191433.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -189289.718750 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -189289.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -189658.531250 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -189658.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -189756.328125 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -189756.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -189822.203125 Penalty: 3556.379395
	Iteration 3Q: 3 clusters Score -189822.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189890.765625 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -189890.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189964.203125 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -189964.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190041.406250 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -190041.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -190083.359375 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -190083.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -190106.687500 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -190106.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190120.140625 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -190120.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190138.921875 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -190138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190159.593750 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -190159.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190181.296875 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -190181.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -190198.468750 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -190198.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190214.125000 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -190214.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190233.203125 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -190233.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -190253.546875 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -190253.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190263.968750 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -190264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190265.953125 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -190266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190268.656250 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -190268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -190269.484375 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -190269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190270.437500 Penalty: 3556.379395
	Iteration 21Q: 3 clusters Score -190270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190272.750000 Penalty: 3556.379395
	Iteration 22Q: 3 clusters Score -190272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190275.828125 Penalty: 3556.379395
	Iteration 23Q: 3 clusters Score -190275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190276.437500 Penalty: 3556.379395
	Iteration 24Q: 3 clusters Score -190276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190276.437500 Penalty: 3556.379395
	Iteration 25F: 3 clusters Score -190276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -136741.750000 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -136741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134859.562500 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -134859.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135120.078125 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -135120.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -135202.515625 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -135202.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135248.578125 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -135248.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135274.125000 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -135274.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135302.890625 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -135302.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135323.734375 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -135323.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135338.390625 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -135338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135352.515625 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -135352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135362.656250 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -135362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135373.890625 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -135373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135378.031250 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -135378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135385.390625 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -135385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135396.281250 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -135396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135400.281250 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -135400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135402.640625 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -135402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135407.484375 Penalty: 3407.031006
	Iteration 16Q: 3 clusters Score -135407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135408.781250 Penalty: 3407.031006
	Iteration 17Q: 3 clusters Score -135408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135410.593750 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -135410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135412.875000 Penalty: 3407.031006
	Iteration 19Q: 3 clusters Score -135412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135417.593750 Penalty: 3407.031006
	Iteration 20F: 3 clusters Score -135417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135420.875000 Penalty: 3407.031006
	Iteration 21Q: 3 clusters Score -135420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -135423.187500 Penalty: 3407.031006
	Iteration 22Q: 3 clusters Score -135423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135426.125000 Penalty: 3407.031006
	Iteration 23Q: 3 clusters Score -135426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135429.750000 Penalty: 3407.031006
	Iteration 24Q: 3 clusters Score -135429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135430.875000 Penalty: 3407.031006
	Iteration 25Q: 3 clusters Score -135430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135432.484375 Penalty: 3407.031006
	Iteration 26Q: 3 clusters Score -135432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135440.046875 Penalty: 3407.031006
	Iteration 27Q: 3 clusters Score -135440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135444.718750 Penalty: 3407.031006
	Iteration 28Q: 3 clusters Score -135444.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135455.984375 Penalty: 3407.031006
	Iteration 29Q: 3 clusters Score -135456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135464.718750 Penalty: 3407.031006
	Iteration 30Q: 3 clusters Score -135464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135469.140625 Penalty: 3407.031006
	Iteration 31Q: 3 clusters Score -135469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135474.031250 Penalty: 3407.031006
	Iteration 32Q: 3 clusters Score -135474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -135494.046875 Penalty: 3407.031006
	Iteration 33Q: 3 clusters Score -135494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135502.359375 Penalty: 3407.031006
	Iteration 34Q: 3 clusters Score -135502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135518.484375 Penalty: 3407.031006
	Iteration 35Q: 3 clusters Score -135518.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135541.359375 Penalty: 3407.031006
	Iteration 36Q: 3 clusters Score -135541.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135555.625000 Penalty: 3407.031006
	Iteration 37Q: 3 clusters Score -135555.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135571.968750 Penalty: 3407.031006
	Iteration 38Q: 3 clusters Score -135572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135586.265625 Penalty: 3407.031006
	Iteration 39Q: 3 clusters Score -135586.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135595.187500 Penalty: 3407.031006
	Iteration 40F: 3 clusters Score -135595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135600.765625 Penalty: 3407.031006
	Iteration 41Q: 3 clusters Score -135600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135603.781250 Penalty: 3407.031006
	Iteration 42Q: 3 clusters Score -135603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -135604.718750 Penalty: 3407.031006
	Iteration 43Q: 3 clusters Score -135604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135607.796875 Penalty: 3407.031006
	Iteration 44Q: 3 clusters Score -135607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135613.796875 Penalty: 3407.031006
	Iteration 45Q: 3 clusters Score -135613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135615.843750 Penalty: 3407.031006
	Iteration 46Q: 3 clusters Score -135615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135617.765625 Penalty: 3407.031006
	Iteration 47Q: 3 clusters Score -135617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135617.765625 Penalty: 3407.031006
	Iteration 48F: 3 clusters Score -135617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -877518.750000 Penalty: 2170.953613
	Iteration 0F: 2 clusters Score -877518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -872245.250000 Penalty: 4341.907227
	Iteration 0F: 3 clusters Score -872245.2 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -873770.125000 Penalty: 4341.907227
	Iteration 1F: 3 clusters Score -873770.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -874114.312500 Penalty: 4341.907227
	Iteration 2F: 3 clusters Score -874114.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -874407.500000 Penalty: 4341.907227
	Iteration 3F: 3 clusters Score -874407.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -874653.062500 Penalty: 4341.907227
	Iteration 4F: 3 clusters Score -874653.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -874862.187500 Penalty: 4341.907227
	Iteration 5Q: 3 clusters Score -874862.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -875070.312500 Penalty: 4341.907227
	Iteration 6Q: 3 clusters Score -875070.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -875285.375000 Penalty: 4341.907227
	Iteration 7Q: 3 clusters Score -875285.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -875468.250000 Penalty: 4341.907227
	Iteration 8Q: 3 clusters Score -875468.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -875586.562500 Penalty: 4341.907227
	Iteration 9Q: 3 clusters Score -875586.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -875680.812500 Penalty: 4341.907227
	Iteration 10Q: 3 clusters Score -875680.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -875771.375000 Penalty: 4341.907227
	Iteration 11Q: 3 clusters Score -875771.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -875825.937500 Penalty: 4341.907227
	Iteration 12Q: 3 clusters Score -875825.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -875859.875000 Penalty: 4341.907227
	Iteration 13Q: 3 clusters Score -875859.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -875882.687500 Penalty: 4341.907227
	Iteration 14Q: 3 clusters Score -875882.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -875898.250000 Penalty: 4341.907227
	Iteration 15Q: 3 clusters Score -875898.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -875911.125000 Penalty: 4341.907227
	Iteration 16Q: 3 clusters Score -875911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -875921.062500 Penalty: 4341.907227
	Iteration 17Q: 3 clusters Score -875921.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -875929.937500 Penalty: 4341.907227
	Iteration 18Q: 3 clusters Score -875929.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -875948.500000 Penalty: 4341.907227
	Iteration 19Q: 3 clusters Score -875948.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -875965.687500 Penalty: 4341.907227
	Iteration 20F: 3 clusters Score -875965.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -875995.250000 Penalty: 4341.907227
	Iteration 21Q: 3 clusters Score -875995.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -876019.375000 Penalty: 4341.907227
	Iteration 22Q: 3 clusters Score -876019.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -876039.250000 Penalty: 4341.907227
	Iteration 23Q: 3 clusters Score -876039.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -876051.687500 Penalty: 4341.907227
	Iteration 24Q: 3 clusters Score -876051.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -876068.125000 Penalty: 4341.907227
	Iteration 25Q: 3 clusters Score -876068.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -876079.937500 Penalty: 4341.907227
	Iteration 26Q: 3 clusters Score -876079.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -876090.812500 Penalty: 4341.907227
	Iteration 27Q: 3 clusters Score -876090.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -876096.937500 Penalty: 4341.907227
	Iteration 28Q: 3 clusters Score -876096.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -876104.937500 Penalty: 4341.907227
	Iteration 29Q: 3 clusters Score -876104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -876108.375000 Penalty: 4341.907227
	Iteration 30Q: 3 clusters Score -876108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -876109.875000 Penalty: 4341.907227
	Iteration 31Q: 3 clusters Score -876109.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -876111.062500 Penalty: 4341.907227
	Iteration 32Q: 3 clusters Score -876111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -876113.625000 Penalty: 4341.907227
	Iteration 33Q: 3 clusters Score -876113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -876113.875000 Penalty: 4341.907227
	Iteration 34Q: 3 clusters Score -876113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -876114.812500 Penalty: 4341.907227
	Iteration 35Q: 3 clusters Score -876114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -876118.062500 Penalty: 4341.907227
	Iteration 36Q: 3 clusters Score -876118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -876120.812500 Penalty: 4341.907227
	Iteration 37Q: 3 clusters Score -876120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -876124.750000 Penalty: 4341.907227
	Iteration 38Q: 3 clusters Score -876124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -876128.500000 Penalty: 4341.907227
	Iteration 39Q: 3 clusters Score -876128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -876129.875000 Penalty: 4341.907227
	Iteration 40F: 3 clusters Score -876129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -876131.187500 Penalty: 4341.907227
	Iteration 41Q: 3 clusters Score -876131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -876132.500000 Penalty: 4341.907227
	Iteration 42Q: 3 clusters Score -876132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -876136.875000 Penalty: 4341.907227
	Iteration 43Q: 3 clusters Score -876136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -876137.250000 Penalty: 4341.907227
	Iteration 44Q: 3 clusters Score -876137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -876140.062500 Penalty: 4341.907227
	Iteration 45Q: 3 clusters Score -876140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -876139.250000 Penalty: 4341.907227
	Iteration 46Q: 3 clusters Score -876139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -876139.875000 Penalty: 4341.907227
	Iteration 47Q: 3 clusters Score -876139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -876141.375000 Penalty: 4341.907227
	Iteration 48Q: 3 clusters Score -876141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -876142.312500 Penalty: 4341.907227
	Iteration 49Q: 3 clusters Score -876142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -876142.625000 Penalty: 4341.907227
	Iteration 50Q: 3 clusters Score -876142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -876142.750000 Penalty: 4341.907227
	Iteration 51Q: 3 clusters Score -876142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -876144.437500 Penalty: 4341.907227
	Iteration 52Q: 3 clusters Score -876144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -876146.250000 Penalty: 4341.907227
	Iteration 53Q: 3 clusters Score -876146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -876144.937500 Penalty: 4341.907227
	Iteration 54Q: 3 clusters Score -876144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -876145.750000 Penalty: 4341.907227
	Iteration 55Q: 3 clusters Score -876145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -876146.187500 Penalty: 4341.907227
	Iteration 56Q: 3 clusters Score -876146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -876147.000000 Penalty: 4341.907227
	Iteration 57Q: 3 clusters Score -876147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -876148.000000 Penalty: 4341.907227
	Iteration 58Q: 3 clusters Score -876148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -876148.125000 Penalty: 4341.907227
	Iteration 59Q: 3 clusters Score -876148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -876148.062500 Penalty: 4341.907227
	Iteration 60F: 3 clusters Score -876148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -876147.250000 Penalty: 4341.907227
	Iteration 61Q: 3 clusters Score -876147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -876148.312500 Penalty: 4341.907227
	Iteration 62Q: 3 clusters Score -876148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -876147.812500 Penalty: 4341.907227
	Iteration 63Q: 3 clusters Score -876147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -876148.250000 Penalty: 4341.907227
	Iteration 64Q: 3 clusters Score -876148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -876148.250000 Penalty: 4341.907227
	Iteration 65F: 3 clusters Score -876148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -220177.531250 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -220177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -217848.421875 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -217848.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -218273.406250 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -218273.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -218455.984375 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -218456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -218561.656250 Penalty: 3661.224854
	Iteration 3Q: 3 clusters Score -218561.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -218647.812500 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -218647.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -218734.234375 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -218734.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218827.140625 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -218827.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -218884.609375 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -218884.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -218920.781250 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -218920.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218959.156250 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -218959.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218987.359375 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -218987.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -219004.421875 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -219004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -219013.687500 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -219013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -219022.578125 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -219022.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -219031.171875 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -219031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -219039.546875 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -219039.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -219053.937500 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -219053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -219059.609375 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -219059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -219059.781250 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -219059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -219061.046875 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -219061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -219062.781250 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -219062.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -840011.812500 Penalty: 2160.642090
	Iteration 0F: 2 clusters Score -840011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -834814.125000 Penalty: 4321.284180
	Iteration 0F: 3 clusters Score -834814.1 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -836073.312500 Penalty: 4321.284180
	Iteration 1F: 3 clusters Score -836073.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -836347.000000 Penalty: 4321.284180
	Iteration 2F: 3 clusters Score -836347 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -836516.187500 Penalty: 4321.284180
	Iteration 3F: 3 clusters Score -836516.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -836626.937500 Penalty: 4321.284180
	Iteration 4Q: 3 clusters Score -836626.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -836700.437500 Penalty: 4321.284180
	Iteration 5Q: 3 clusters Score -836700.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -836763.562500 Penalty: 4321.284180
	Iteration 6Q: 3 clusters Score -836763.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -836822.375000 Penalty: 4321.284180
	Iteration 7Q: 3 clusters Score -836822.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -836875.812500 Penalty: 4321.284180
	Iteration 8Q: 3 clusters Score -836875.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -836918.875000 Penalty: 4321.284180
	Iteration 9Q: 3 clusters Score -836918.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -836955.500000 Penalty: 4321.284180
	Iteration 10Q: 3 clusters Score -836955.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -836979.312500 Penalty: 4321.284180
	Iteration 11Q: 3 clusters Score -836979.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -837006.687500 Penalty: 4321.284180
	Iteration 12Q: 3 clusters Score -837006.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -837019.000000 Penalty: 4321.284180
	Iteration 13Q: 3 clusters Score -837019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -837035.500000 Penalty: 4321.284180
	Iteration 14Q: 3 clusters Score -837035.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -837047.750000 Penalty: 4321.284180
	Iteration 15Q: 3 clusters Score -837047.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -837066.687500 Penalty: 4321.284180
	Iteration 16Q: 3 clusters Score -837066.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -837088.250000 Penalty: 4321.284180
	Iteration 17Q: 3 clusters Score -837088.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -837110.937500 Penalty: 4321.284180
	Iteration 18Q: 3 clusters Score -837110.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -837135.125000 Penalty: 4321.284180
	Iteration 19Q: 3 clusters Score -837135.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -837161.937500 Penalty: 4321.284180
	Iteration 20F: 3 clusters Score -837161.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -837184.937500 Penalty: 4321.284180
	Iteration 21Q: 3 clusters Score -837184.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -837215.125000 Penalty: 4321.284180
	Iteration 22Q: 3 clusters Score -837215.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -837240.500000 Penalty: 4321.284180
	Iteration 23Q: 3 clusters Score -837240.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -837263.062500 Penalty: 4321.284180
	Iteration 24Q: 3 clusters Score -837263.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -837281.750000 Penalty: 4321.284180
	Iteration 25Q: 3 clusters Score -837281.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -837306.750000 Penalty: 4321.284180
	Iteration 26Q: 3 clusters Score -837306.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -837329.000000 Penalty: 4321.284180
	Iteration 27Q: 3 clusters Score -837329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -837359.375000 Penalty: 4321.284180
	Iteration 28Q: 3 clusters Score -837359.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -837385.875000 Penalty: 4321.284180
	Iteration 29Q: 3 clusters Score -837385.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -837413.250000 Penalty: 4321.284180
	Iteration 30Q: 3 clusters Score -837413.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -837450.250000 Penalty: 4321.284180
	Iteration 31Q: 3 clusters Score -837450.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -837484.187500 Penalty: 4321.284180
	Iteration 32Q: 3 clusters Score -837484.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -837513.812500 Penalty: 4321.284180
	Iteration 33Q: 3 clusters Score -837513.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -837543.062500 Penalty: 4321.284180
	Iteration 34Q: 3 clusters Score -837543.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -837568.812500 Penalty: 4321.284180
	Iteration 35Q: 3 clusters Score -837568.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -837590.062500 Penalty: 4321.284180
	Iteration 36Q: 3 clusters Score -837590.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -837616.062500 Penalty: 4321.284180
	Iteration 37Q: 3 clusters Score -837616.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -837646.187500 Penalty: 4321.284180
	Iteration 38Q: 3 clusters Score -837646.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -837678.125000 Penalty: 4321.284180
	Iteration 39Q: 3 clusters Score -837678.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -837709.750000 Penalty: 4321.284180
	Iteration 40F: 3 clusters Score -837709.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -837742.937500 Penalty: 4321.284180
	Iteration 41Q: 3 clusters Score -837742.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -837763.812500 Penalty: 4321.284180
	Iteration 42Q: 3 clusters Score -837763.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -837791.375000 Penalty: 4321.284180
	Iteration 43Q: 3 clusters Score -837791.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -837817.437500 Penalty: 4321.284180
	Iteration 44Q: 3 clusters Score -837817.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -837839.625000 Penalty: 4321.284180
	Iteration 45Q: 3 clusters Score -837839.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -837854.562500 Penalty: 4321.284180
	Iteration 46Q: 3 clusters Score -837854.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -837863.750000 Penalty: 4321.284180
	Iteration 47Q: 3 clusters Score -837863.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -837873.125000 Penalty: 4321.284180
	Iteration 48Q: 3 clusters Score -837873.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -837885.562500 Penalty: 4321.284180
	Iteration 49Q: 3 clusters Score -837885.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -837895.375000 Penalty: 4321.284180
	Iteration 50Q: 3 clusters Score -837895.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -837914.187500 Penalty: 4321.284180
	Iteration 51Q: 3 clusters Score -837914.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -837937.062500 Penalty: 4321.284180
	Iteration 52Q: 3 clusters Score -837937.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -837956.437500 Penalty: 4321.284180
	Iteration 53Q: 3 clusters Score -837956.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -837973.500000 Penalty: 4321.284180
	Iteration 54Q: 3 clusters Score -837973.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -837991.062500 Penalty: 4321.284180
	Iteration 55Q: 3 clusters Score -837991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -838001.312500 Penalty: 4321.284180
	Iteration 56Q: 3 clusters Score -838001.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -838007.500000 Penalty: 4321.284180
	Iteration 57Q: 3 clusters Score -838007.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -838010.375000 Penalty: 4321.284180
	Iteration 58Q: 3 clusters Score -838010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -838010.437500 Penalty: 4321.284180
	Iteration 59Q: 3 clusters Score -838010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -838010.875000 Penalty: 4321.284180
	Iteration 60F: 3 clusters Score -838010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -838011.875000 Penalty: 4321.284180
	Iteration 61Q: 3 clusters Score -838011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -838013.187500 Penalty: 4321.284180
	Iteration 62Q: 3 clusters Score -838013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -838013.375000 Penalty: 4321.284180
	Iteration 63Q: 3 clusters Score -838013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -838014.000000 Penalty: 4321.284180
	Iteration 64Q: 3 clusters Score -838014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -838015.375000 Penalty: 4321.284180
	Iteration 65Q: 3 clusters Score -838015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -838015.375000 Penalty: 4321.284180
	Iteration 66F: 3 clusters Score -838015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -1658208.125000 Penalty: 2350.600342
	Iteration 0F: 2 clusters Score -1658208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1648575.500000 Penalty: 4701.200684
	Iteration 0F: 3 clusters Score -1648576 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1651814.000000 Penalty: 4701.200684
	Iteration 1F: 3 clusters Score -1651814 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1652355.250000 Penalty: 4701.200684
	Iteration 2F: 3 clusters Score -1652355 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1652902.375000 Penalty: 4701.200684
	Iteration 3F: 3 clusters Score -1652902 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1653357.125000 Penalty: 4701.200684
	Iteration 4F: 3 clusters Score -1653357 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1653728.875000 Penalty: 4701.200684
	Iteration 5Q: 3 clusters Score -1653729 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1654007.250000 Penalty: 4701.200684
	Iteration 6Q: 3 clusters Score -1654007 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1654233.625000 Penalty: 4701.200684
	Iteration 7Q: 3 clusters Score -1654234 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1654418.125000 Penalty: 4701.200684
	Iteration 8Q: 3 clusters Score -1654418 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1654539.375000 Penalty: 4701.200684
	Iteration 9Q: 3 clusters Score -1654539 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1654624.750000 Penalty: 4701.200684
	Iteration 10Q: 3 clusters Score -1654625 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1654694.125000 Penalty: 4701.200684
	Iteration 11Q: 3 clusters Score -1654694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1654747.250000 Penalty: 4701.200684
	Iteration 12Q: 3 clusters Score -1654747 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1654796.125000 Penalty: 4701.200684
	Iteration 13Q: 3 clusters Score -1654796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1654838.250000 Penalty: 4701.200684
	Iteration 14Q: 3 clusters Score -1654838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1654872.375000 Penalty: 4701.200684
	Iteration 15Q: 3 clusters Score -1654872 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1654920.500000 Penalty: 4701.200684
	Iteration 16Q: 3 clusters Score -1654920 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1654974.125000 Penalty: 4701.200684
	Iteration 17Q: 3 clusters Score -1654974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1655035.625000 Penalty: 4701.200684
	Iteration 18Q: 3 clusters Score -1655036 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1655082.875000 Penalty: 4701.200684
	Iteration 19Q: 3 clusters Score -1655083 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1655136.875000 Penalty: 4701.200684
	Iteration 20F: 3 clusters Score -1655137 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1655175.250000 Penalty: 4701.200684
	Iteration 21Q: 3 clusters Score -1655175 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1655219.125000 Penalty: 4701.200684
	Iteration 22Q: 3 clusters Score -1655219 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1655274.875000 Penalty: 4701.200684
	Iteration 23Q: 3 clusters Score -1655275 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1655331.625000 Penalty: 4701.200684
	Iteration 24Q: 3 clusters Score -1655332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1655391.250000 Penalty: 4701.200684
	Iteration 25Q: 3 clusters Score -1655391 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1655468.125000 Penalty: 4701.200684
	Iteration 26Q: 3 clusters Score -1655468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1655543.875000 Penalty: 4701.200684
	Iteration 27Q: 3 clusters Score -1655544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1655643.250000 Penalty: 4701.200684
	Iteration 28Q: 3 clusters Score -1655643 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1655763.875000 Penalty: 4701.200684
	Iteration 29Q: 3 clusters Score -1655764 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1655873.625000 Penalty: 4701.200684
	Iteration 30Q: 3 clusters Score -1655874 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1655963.250000 Penalty: 4701.200684
	Iteration 31Q: 3 clusters Score -1655963 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1656034.250000 Penalty: 4701.200684
	Iteration 32Q: 3 clusters Score -1656034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1656083.375000 Penalty: 4701.200684
	Iteration 33Q: 3 clusters Score -1656083 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1656117.125000 Penalty: 4701.200684
	Iteration 34Q: 3 clusters Score -1656117 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1656166.125000 Penalty: 4701.200684
	Iteration 35Q: 3 clusters Score -1656166 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1656197.875000 Penalty: 4701.200684
	Iteration 36Q: 3 clusters Score -1656198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1656225.125000 Penalty: 4701.200684
	Iteration 37Q: 3 clusters Score -1656225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1656244.625000 Penalty: 4701.200684
	Iteration 38Q: 3 clusters Score -1656245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1656258.375000 Penalty: 4701.200684
	Iteration 39Q: 3 clusters Score -1656258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1656270.250000 Penalty: 4701.200684
	Iteration 40F: 3 clusters Score -1656270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1656281.250000 Penalty: 4701.200684
	Iteration 41Q: 3 clusters Score -1656281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1656297.125000 Penalty: 4701.200684
	Iteration 42Q: 3 clusters Score -1656297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1656320.750000 Penalty: 4701.200684
	Iteration 43Q: 3 clusters Score -1656321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1656339.500000 Penalty: 4701.200684
	Iteration 44Q: 3 clusters Score -1656340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1656358.750000 Penalty: 4701.200684
	Iteration 45Q: 3 clusters Score -1656359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1656375.250000 Penalty: 4701.200684
	Iteration 46Q: 3 clusters Score -1656375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1656384.750000 Penalty: 4701.200684
	Iteration 47Q: 3 clusters Score -1656385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1656388.500000 Penalty: 4701.200684
	Iteration 48Q: 3 clusters Score -1656388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1656395.625000 Penalty: 4701.200684
	Iteration 49Q: 3 clusters Score -1656396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1656402.750000 Penalty: 4701.200684
	Iteration 50Q: 3 clusters Score -1656403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1656407.875000 Penalty: 4701.200684
	Iteration 51Q: 3 clusters Score -1656408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1656411.000000 Penalty: 4701.200684
	Iteration 52Q: 3 clusters Score -1656411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1656417.875000 Penalty: 4701.200684
	Iteration 53Q: 3 clusters Score -1656418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1656421.250000 Penalty: 4701.200684
	Iteration 54Q: 3 clusters Score -1656421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1656424.875000 Penalty: 4701.200684
	Iteration 55Q: 3 clusters Score -1656425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1656429.500000 Penalty: 4701.200684
	Iteration 56Q: 3 clusters Score -1656430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1656431.875000 Penalty: 4701.200684
	Iteration 57Q: 3 clusters Score -1656432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1656432.125000 Penalty: 4701.200684
	Iteration 58Q: 3 clusters Score -1656432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1656435.625000 Penalty: 4701.200684
	Iteration 59Q: 3 clusters Score -1656436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1656439.875000 Penalty: 4701.200684
	Iteration 60F: 3 clusters Score -1656440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1656445.000000 Penalty: 4701.200684
	Iteration 61Q: 3 clusters Score -1656445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1656449.500000 Penalty: 4701.200684
	Iteration 62Q: 3 clusters Score -1656450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1656453.500000 Penalty: 4701.200684
	Iteration 63Q: 3 clusters Score -1656454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1656462.375000 Penalty: 4701.200684
	Iteration 64Q: 3 clusters Score -1656462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1656468.125000 Penalty: 4701.200684
	Iteration 65Q: 3 clusters Score -1656468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1656473.625000 Penalty: 4701.200684
	Iteration 66Q: 3 clusters Score -1656474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1656476.500000 Penalty: 4701.200684
	Iteration 67Q: 3 clusters Score -1656476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1656476.625000 Penalty: 4701.200684
	Iteration 68Q: 3 clusters Score -1656477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1656478.750000 Penalty: 4701.200684
	Iteration 69Q: 3 clusters Score -1656479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1656479.625000 Penalty: 4701.200684
	Iteration 70Q: 3 clusters Score -1656480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1656478.875000 Penalty: 4701.200684
	Iteration 71Q: 3 clusters Score -1656479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1656481.250000 Penalty: 4701.200684
	Iteration 72Q: 3 clusters Score -1656481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1656488.375000 Penalty: 4701.200684
	Iteration 73Q: 3 clusters Score -1656488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1656489.375000 Penalty: 4701.200684
	Iteration 74Q: 3 clusters Score -1656489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1656492.375000 Penalty: 4701.200684
	Iteration 75Q: 3 clusters Score -1656492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1656492.000000 Penalty: 4701.200684
	Iteration 76Q: 3 clusters Score -1656492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1656492.250000 Penalty: 4701.200684
	Iteration 77Q: 3 clusters Score -1656492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1656493.500000 Penalty: 4701.200684
	Iteration 78Q: 3 clusters Score -1656494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1656493.500000 Penalty: 4701.200684
	Iteration 79F: 3 clusters Score -1656494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -1227654.125000 Penalty: 2242.660400
	Iteration 0F: 2 clusters Score -1227654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1220947.000000 Penalty: 4485.320801
	Iteration 0F: 3 clusters Score -1220947 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1222808.250000 Penalty: 4485.320801
	Iteration 1F: 3 clusters Score -1222808 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1223099.625000 Penalty: 4485.320801
	Iteration 2F: 3 clusters Score -1223100 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1223292.500000 Penalty: 4485.320801
	Iteration 3F: 3 clusters Score -1223292 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1223454.375000 Penalty: 4485.320801
	Iteration 4Q: 3 clusters Score -1223454 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1223609.875000 Penalty: 4485.320801
	Iteration 5Q: 3 clusters Score -1223610 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1223733.625000 Penalty: 4485.320801
	Iteration 6Q: 3 clusters Score -1223734 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1223829.500000 Penalty: 4485.320801
	Iteration 7Q: 3 clusters Score -1223830 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1223925.875000 Penalty: 4485.320801
	Iteration 8Q: 3 clusters Score -1223926 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1224008.250000 Penalty: 4485.320801
	Iteration 9Q: 3 clusters Score -1224008 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1224102.625000 Penalty: 4485.320801
	Iteration 10Q: 3 clusters Score -1224103 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1224201.000000 Penalty: 4485.320801
	Iteration 11Q: 3 clusters Score -1224201 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1224300.250000 Penalty: 4485.320801
	Iteration 12Q: 3 clusters Score -1224300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1224385.000000 Penalty: 4485.320801
	Iteration 13Q: 3 clusters Score -1224385 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1224451.500000 Penalty: 4485.320801
	Iteration 14Q: 3 clusters Score -1224452 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1224515.375000 Penalty: 4485.320801
	Iteration 15Q: 3 clusters Score -1224515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1224569.125000 Penalty: 4485.320801
	Iteration 16Q: 3 clusters Score -1224569 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1224626.750000 Penalty: 4485.320801
	Iteration 17Q: 3 clusters Score -1224627 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1224699.375000 Penalty: 4485.320801
	Iteration 18Q: 3 clusters Score -1224699 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1224763.500000 Penalty: 4485.320801
	Iteration 19Q: 3 clusters Score -1224764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1224802.250000 Penalty: 4485.320801
	Iteration 20F: 3 clusters Score -1224802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1224845.500000 Penalty: 4485.320801
	Iteration 21Q: 3 clusters Score -1224846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1224873.000000 Penalty: 4485.320801
	Iteration 22Q: 3 clusters Score -1224873 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1224905.500000 Penalty: 4485.320801
	Iteration 23Q: 3 clusters Score -1224906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1224939.500000 Penalty: 4485.320801
	Iteration 24Q: 3 clusters Score -1224940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1224970.625000 Penalty: 4485.320801
	Iteration 25Q: 3 clusters Score -1224971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1224997.625000 Penalty: 4485.320801
	Iteration 26Q: 3 clusters Score -1224998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1225021.125000 Penalty: 4485.320801
	Iteration 27Q: 3 clusters Score -1225021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1225047.375000 Penalty: 4485.320801
	Iteration 28Q: 3 clusters Score -1225047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1225065.375000 Penalty: 4485.320801
	Iteration 29Q: 3 clusters Score -1225065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1225083.000000 Penalty: 4485.320801
	Iteration 30Q: 3 clusters Score -1225083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1225100.500000 Penalty: 4485.320801
	Iteration 31Q: 3 clusters Score -1225100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1225117.000000 Penalty: 4485.320801
	Iteration 32Q: 3 clusters Score -1225117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1225126.875000 Penalty: 4485.320801
	Iteration 33Q: 3 clusters Score -1225127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1225139.500000 Penalty: 4485.320801
	Iteration 34Q: 3 clusters Score -1225140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1225152.000000 Penalty: 4485.320801
	Iteration 35Q: 3 clusters Score -1225152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1225163.625000 Penalty: 4485.320801
	Iteration 36Q: 3 clusters Score -1225164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1225176.250000 Penalty: 4485.320801
	Iteration 37Q: 3 clusters Score -1225176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1225180.625000 Penalty: 4485.320801
	Iteration 38Q: 3 clusters Score -1225181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1225188.250000 Penalty: 4485.320801
	Iteration 39Q: 3 clusters Score -1225188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1225195.250000 Penalty: 4485.320801
	Iteration 40F: 3 clusters Score -1225195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1225200.000000 Penalty: 4485.320801
	Iteration 41Q: 3 clusters Score -1225200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1225210.125000 Penalty: 4485.320801
	Iteration 42Q: 3 clusters Score -1225210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1225217.500000 Penalty: 4485.320801
	Iteration 43Q: 3 clusters Score -1225218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1225223.500000 Penalty: 4485.320801
	Iteration 44Q: 3 clusters Score -1225224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1225235.375000 Penalty: 4485.320801
	Iteration 45Q: 3 clusters Score -1225235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1225246.000000 Penalty: 4485.320801
	Iteration 46Q: 3 clusters Score -1225246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1225260.875000 Penalty: 4485.320801
	Iteration 47Q: 3 clusters Score -1225261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1225273.000000 Penalty: 4485.320801
	Iteration 48Q: 3 clusters Score -1225273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1225284.500000 Penalty: 4485.320801
	Iteration 49Q: 3 clusters Score -1225284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1225296.000000 Penalty: 4485.320801
	Iteration 50Q: 3 clusters Score -1225296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1225310.875000 Penalty: 4485.320801
	Iteration 51Q: 3 clusters Score -1225311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1225321.125000 Penalty: 4485.320801
	Iteration 52Q: 3 clusters Score -1225321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1225327.375000 Penalty: 4485.320801
	Iteration 53Q: 3 clusters Score -1225327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1225334.500000 Penalty: 4485.320801
	Iteration 54Q: 3 clusters Score -1225334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1225347.875000 Penalty: 4485.320801
	Iteration 55Q: 3 clusters Score -1225348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1225359.375000 Penalty: 4485.320801
	Iteration 56Q: 3 clusters Score -1225359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1225368.375000 Penalty: 4485.320801
	Iteration 57Q: 3 clusters Score -1225368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1225376.000000 Penalty: 4485.320801
	Iteration 58Q: 3 clusters Score -1225376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1225377.500000 Penalty: 4485.320801
	Iteration 59Q: 3 clusters Score -1225378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1225383.375000 Penalty: 4485.320801
	Iteration 60F: 3 clusters Score -1225383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1225389.125000 Penalty: 4485.320801
	Iteration 61Q: 3 clusters Score -1225389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1225397.000000 Penalty: 4485.320801
	Iteration 62Q: 3 clusters Score -1225397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1225401.625000 Penalty: 4485.320801
	Iteration 63Q: 3 clusters Score -1225402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1225409.125000 Penalty: 4485.320801
	Iteration 64Q: 3 clusters Score -1225409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1225412.750000 Penalty: 4485.320801
	Iteration 65Q: 3 clusters Score -1225413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1225419.000000 Penalty: 4485.320801
	Iteration 66Q: 3 clusters Score -1225419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1225427.625000 Penalty: 4485.320801
	Iteration 67Q: 3 clusters Score -1225428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1225433.375000 Penalty: 4485.320801
	Iteration 68Q: 3 clusters Score -1225433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1225437.250000 Penalty: 4485.320801
	Iteration 69Q: 3 clusters Score -1225437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1225441.875000 Penalty: 4485.320801
	Iteration 70Q: 3 clusters Score -1225442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1225446.625000 Penalty: 4485.320801
	Iteration 71Q: 3 clusters Score -1225447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1225457.500000 Penalty: 4485.320801
	Iteration 72Q: 3 clusters Score -1225458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1225461.125000 Penalty: 4485.320801
	Iteration 73Q: 3 clusters Score -1225461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1225465.875000 Penalty: 4485.320801
	Iteration 74Q: 3 clusters Score -1225466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1225471.875000 Penalty: 4485.320801
	Iteration 75Q: 3 clusters Score -1225472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1225477.750000 Penalty: 4485.320801
	Iteration 76Q: 3 clusters Score -1225478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1225482.750000 Penalty: 4485.320801
	Iteration 77Q: 3 clusters Score -1225483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1225484.500000 Penalty: 4485.320801
	Iteration 78Q: 3 clusters Score -1225484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1225492.125000 Penalty: 4485.320801
	Iteration 79Q: 3 clusters Score -1225492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1225492.750000 Penalty: 4485.320801
	Iteration 80F: 3 clusters Score -1225493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1225498.500000 Penalty: 4485.320801
	Iteration 81Q: 3 clusters Score -1225498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1225501.875000 Penalty: 4485.320801
	Iteration 82Q: 3 clusters Score -1225502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1225512.250000 Penalty: 4485.320801
	Iteration 83Q: 3 clusters Score -1225512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1225518.625000 Penalty: 4485.320801
	Iteration 84Q: 3 clusters Score -1225519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1225522.000000 Penalty: 4485.320801
	Iteration 85Q: 3 clusters Score -1225522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1225528.500000 Penalty: 4485.320801
	Iteration 86Q: 3 clusters Score -1225528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1225527.375000 Penalty: 4485.320801
	Iteration 87Q: 3 clusters Score -1225527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1225533.000000 Penalty: 4485.320801
	Iteration 88Q: 3 clusters Score -1225533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1225537.000000 Penalty: 4485.320801
	Iteration 89Q: 3 clusters Score -1225537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1225547.750000 Penalty: 4485.320801
	Iteration 90Q: 3 clusters Score -1225548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1225553.000000 Penalty: 4485.320801
	Iteration 91Q: 3 clusters Score -1225553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1225562.500000 Penalty: 4485.320801
	Iteration 92Q: 3 clusters Score -1225562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1225569.000000 Penalty: 4485.320801
	Iteration 93Q: 3 clusters Score -1225569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1225578.125000 Penalty: 4485.320801
	Iteration 94Q: 3 clusters Score -1225578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1225579.875000 Penalty: 4485.320801
	Iteration 95Q: 3 clusters Score -1225580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1225583.500000 Penalty: 4485.320801
	Iteration 96Q: 3 clusters Score -1225584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1225583.625000 Penalty: 4485.320801
	Iteration 97Q: 3 clusters Score -1225584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1225589.000000 Penalty: 4485.320801
	Iteration 98Q: 3 clusters Score -1225589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1225589.625000 Penalty: 4485.320801
	Iteration 99Q: 3 clusters Score -1225590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1225591.625000 Penalty: 4485.320801
	Iteration 100F: 3 clusters Score -1225592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1225592.000000 Penalty: 4485.320801
	Iteration 101Q: 3 clusters Score -1225592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1225591.625000 Penalty: 4485.320801
	Iteration 102Q: 3 clusters Score -1225592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1225591.875000 Penalty: 4485.320801
	Iteration 103Q: 3 clusters Score -1225592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1225593.500000 Penalty: 4485.320801
	Iteration 104Q: 3 clusters Score -1225594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1225591.125000 Penalty: 4485.320801
	Iteration 105Q: 3 clusters Score -1225591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1225591.125000 Penalty: 4485.320801
	Iteration 106F: 3 clusters Score -1225591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Entering Unmasked Estep 
Score: -1927661.500000 Penalty: 2358.829102
	Iteration 0F: 2 clusters Score -1927662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1917714.625000 Penalty: 4717.658203
	Iteration 0F: 3 clusters Score -1917715 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1921194.375000 Penalty: 4717.658203
	Iteration 1F: 3 clusters Score -1921194 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1922331.000000 Penalty: 4717.658203
	Iteration 2F: 3 clusters Score -1922331 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1923814.625000 Penalty: 4717.658203
	Iteration 3F: 3 clusters Score -1923815 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1925139.000000 Penalty: 4717.658203
	Iteration 4F: 3 clusters Score -1925139 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1925924.250000 Penalty: 4717.658203
	Iteration 5F: 3 clusters Score -1925924 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1926319.000000 Penalty: 4717.658203
	Iteration 6F: 3 clusters Score -1926319 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1926526.500000 Penalty: 4717.658203
	Iteration 7Q: 3 clusters Score -1926526 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1926623.250000 Penalty: 4717.658203
	Iteration 8Q: 3 clusters Score -1926623 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1926687.500000 Penalty: 4717.658203
	Iteration 9Q: 3 clusters Score -1926688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1926733.125000 Penalty: 4717.658203
	Iteration 10Q: 3 clusters Score -1926733 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1926756.750000 Penalty: 4717.658203
	Iteration 11Q: 3 clusters Score -1926757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1926765.875000 Penalty: 4717.658203
	Iteration 12Q: 3 clusters Score -1926766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1926793.625000 Penalty: 4717.658203
	Iteration 13Q: 3 clusters Score -1926794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1926810.125000 Penalty: 4717.658203
	Iteration 14Q: 3 clusters Score -1926810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1926833.750000 Penalty: 4717.658203
	Iteration 15Q: 3 clusters Score -1926834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1926853.625000 Penalty: 4717.658203
	Iteration 16Q: 3 clusters Score -1926854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1926860.750000 Penalty: 4717.658203
	Iteration 17Q: 3 clusters Score -1926861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1926874.875000 Penalty: 4717.658203
	Iteration 18Q: 3 clusters Score -1926875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1926891.000000 Penalty: 4717.658203
	Iteration 19Q: 3 clusters Score -1926891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1926915.625000 Penalty: 4717.658203
	Iteration 20F: 3 clusters Score -1926916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1926930.500000 Penalty: 4717.658203
	Iteration 21Q: 3 clusters Score -1926930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1926956.125000 Penalty: 4717.658203
	Iteration 22Q: 3 clusters Score -1926956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1926972.250000 Penalty: 4717.658203
	Iteration 23Q: 3 clusters Score -1926972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1926989.000000 Penalty: 4717.658203
	Iteration 24Q: 3 clusters Score -1926989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1926998.500000 Penalty: 4717.658203
	Iteration 25Q: 3 clusters Score -1926998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1927014.875000 Penalty: 4717.658203
	Iteration 26Q: 3 clusters Score -1927015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1927029.250000 Penalty: 4717.658203
	Iteration 27Q: 3 clusters Score -1927029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1927053.125000 Penalty: 4717.658203
	Iteration 28Q: 3 clusters Score -1927053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1927069.375000 Penalty: 4717.658203
	Iteration 29Q: 3 clusters Score -1927069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1927083.875000 Penalty: 4717.658203
	Iteration 30Q: 3 clusters Score -1927084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1927105.500000 Penalty: 4717.658203
	Iteration 31Q: 3 clusters Score -1927106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1927118.000000 Penalty: 4717.658203
	Iteration 32Q: 3 clusters Score -1927118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1927137.750000 Penalty: 4717.658203
	Iteration 33Q: 3 clusters Score -1927138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1927148.125000 Penalty: 4717.658203
	Iteration 34Q: 3 clusters Score -1927148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1927161.250000 Penalty: 4717.658203
	Iteration 35Q: 3 clusters Score -1927161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1927170.375000 Penalty: 4717.658203
	Iteration 36Q: 3 clusters Score -1927170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1927181.375000 Penalty: 4717.658203
	Iteration 37Q: 3 clusters Score -1927181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1927185.875000 Penalty: 4717.658203
	Iteration 38Q: 3 clusters Score -1927186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1927202.000000 Penalty: 4717.658203
	Iteration 39Q: 3 clusters Score -1927202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1927203.500000 Penalty: 4717.658203
	Iteration 40F: 3 clusters Score -1927204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1927208.625000 Penalty: 4717.658203
	Iteration 41Q: 3 clusters Score -1927209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1927208.375000 Penalty: 4717.658203
	Iteration 42Q: 3 clusters Score -1927208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1927217.375000 Penalty: 4717.658203
	Iteration 43Q: 3 clusters Score -1927217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1927227.250000 Penalty: 4717.658203
	Iteration 44Q: 3 clusters Score -1927227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1927225.125000 Penalty: 4717.658203
	Iteration 45Q: 3 clusters Score -1927225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1927236.375000 Penalty: 4717.658203
	Iteration 46Q: 3 clusters Score -1927236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1927239.250000 Penalty: 4717.658203
	Iteration 47Q: 3 clusters Score -1927239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1927240.125000 Penalty: 4717.658203
	Iteration 48Q: 3 clusters Score -1927240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1927241.375000 Penalty: 4717.658203
	Iteration 49Q: 3 clusters Score -1927241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1927241.500000 Penalty: 4717.658203
	Iteration 50Q: 3 clusters Score -1927242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1927238.625000 Penalty: 4717.658203
	Iteration 51Q: 3 clusters Score -1927239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1927246.625000 Penalty: 4717.658203
	Iteration 52Q: 3 clusters Score -1927247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1927248.750000 Penalty: 4717.658203
	Iteration 53Q: 3 clusters Score -1927249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1927248.125000 Penalty: 4717.658203
	Iteration 54Q: 3 clusters Score -1927248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1927251.500000 Penalty: 4717.658203
	Iteration 55Q: 3 clusters Score -1927252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1927251.500000 Penalty: 4717.658203
	Iteration 56Q: 3 clusters Score -1927252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1927251.750000 Penalty: 4717.658203
	Iteration 57Q: 3 clusters Score -1927252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1927258.375000 Penalty: 4717.658203
	Iteration 58Q: 3 clusters Score -1927258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1927255.125000 Penalty: 4717.658203
	Iteration 59Q: 3 clusters Score -1927255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1927264.625000 Penalty: 4717.658203
	Iteration 60F: 3 clusters Score -1927265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1927270.750000 Penalty: 4717.658203
	Iteration 61Q: 3 clusters Score -1927271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1927270.875000 Penalty: 4717.658203
	Iteration 62Q: 3 clusters Score -1927271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1927270.875000 Penalty: 4717.658203
	Iteration 63Q: 3 clusters Score -1927271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1927272.000000 Penalty: 4717.658203
	Iteration 64Q: 3 clusters Score -1927272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1927269.000000 Penalty: 4717.658203
	Iteration 65Q: 3 clusters Score -1927269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1927274.500000 Penalty: 4717.658203
	Iteration 66Q: 3 clusters Score -1927274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1927277.000000 Penalty: 4717.658203
	Iteration 67Q: 3 clusters Score -1927277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1927275.000000 Penalty: 4717.658203
	Iteration 68Q: 3 clusters Score -1927275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1927277.375000 Penalty: 4717.658203
	Iteration 69Q: 3 clusters Score -1927277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1927277.250000 Penalty: 4717.658203
	Iteration 70Q: 3 clusters Score -1927277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1927276.500000 Penalty: 4717.658203
	Iteration 71Q: 3 clusters Score -1927276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1927279.000000 Penalty: 4717.658203
	Iteration 72Q: 3 clusters Score -1927279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1927282.375000 Penalty: 4717.658203
	Iteration 73Q: 3 clusters Score -1927282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1927286.625000 Penalty: 4717.658203
	Iteration 74Q: 3 clusters Score -1927287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1927290.750000 Penalty: 4717.658203
	Iteration 75Q: 3 clusters Score -1927291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1927291.875000 Penalty: 4717.658203
	Iteration 76Q: 3 clusters Score -1927292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1927297.625000 Penalty: 4717.658203
	Iteration 77Q: 3 clusters Score -1927298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1927298.125000 Penalty: 4717.658203
	Iteration 78Q: 3 clusters Score -1927298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1927300.250000 Penalty: 4717.658203
	Iteration 79Q: 3 clusters Score -1927300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1927302.375000 Penalty: 4717.658203
	Iteration 80F: 3 clusters Score -1927302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1927305.750000 Penalty: 4717.658203
	Iteration 81Q: 3 clusters Score -1927306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1927306.375000 Penalty: 4717.658203
	Iteration 82Q: 3 clusters Score -1927306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1927311.000000 Penalty: 4717.658203
	Iteration 83Q: 3 clusters Score -1927311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1927311.250000 Penalty: 4717.658203
	Iteration 84Q: 3 clusters Score -1927311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1927309.875000 Penalty: 4717.658203
	Iteration 85Q: 3 clusters Score -1927310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1927315.125000 Penalty: 4717.658203
	Iteration 86Q: 3 clusters Score -1927315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1927317.000000 Penalty: 4717.658203
	Iteration 87Q: 3 clusters Score -1927317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1927318.000000 Penalty: 4717.658203
	Iteration 88Q: 3 clusters Score -1927318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1927320.250000 Penalty: 4717.658203
	Iteration 89Q: 3 clusters Score -1927320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1927320.250000 Penalty: 4717.658203
	Iteration 90F: 3 clusters Score -1927320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -37540.031250 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -37540.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36266.628906 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -36266.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36417.367188 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -36417.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36504.785156 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -36504.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36573.292969 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -36573.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36644.632812 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -36644.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36713.031250 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -36713.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36761.691406 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -36761.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36804.285156 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -36804.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36825.964844 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -36825.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36829.468750 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -36829.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36829.468750 Penalty: 2851.698975
	Iteration 10F: 3 clusters Score -36829.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -54075.535156 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -54075.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52775.964844 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -52775.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53167.402344 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -53167.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53356.679688 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -53356.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53517.750000 Penalty: 3011.085938
	Iteration 3F: 3 clusters Score -53517.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53603.617188 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -53603.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53633.265625 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -53633.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53674.394531 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -53674.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -53694.218750 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -53694.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -53699.000000 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -53699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53703.781250 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -53703.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53703.781250 Penalty: 3011.085938
	Iteration 10F: 3 clusters Score -53703.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -40176.171875 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -40176.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38918.773438 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -38918.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39066.414062 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -39066.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39145.996094 Penalty: 2859.534668
	Iteration 2F: 3 clusters Score -39146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39154.695312 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -39154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39157.410156 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -39157.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39157.410156 Penalty: 2859.534668
	Iteration 5F: 3 clusters Score -39157.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -86761.789062 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -86761.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85110.703125 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -85110.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85468.007812 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -85468.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85653.382812 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -85653.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85807.453125 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -85807.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85984.125000 Penalty: 3236.414795
	Iteration 4F: 3 clusters Score -85984.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86143.476562 Penalty: 3236.414795
	Iteration 5F: 3 clusters Score -86143.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86299.843750 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -86299.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86371.929688 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -86371.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86383.375000 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -86383.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86393.945312 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -86393.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86418.523438 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -86418.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86468.953125 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -86468.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86556.242188 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -86556.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86655.257812 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -86655.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86709.640625 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -86709.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86732.054688 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -86732.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86743.789062 Penalty: 3236.414795
	Iteration 16Q: 3 clusters Score -86743.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86777.531250 Penalty: 3236.414795
	Iteration 17Q: 3 clusters Score -86777.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86784.835938 Penalty: 3236.414795
	Iteration 18Q: 3 clusters Score -86784.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86791.734375 Penalty: 3236.414795
	Iteration 19Q: 3 clusters Score -86791.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86805.617188 Penalty: 3236.414795
	Iteration 20F: 3 clusters Score -86805.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86815.890625 Penalty: 3236.414795
	Iteration 21Q: 3 clusters Score -86815.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86819.718750 Penalty: 3236.414795
	Iteration 22Q: 3 clusters Score -86819.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86821.257812 Penalty: 3236.414795
	Iteration 23Q: 3 clusters Score -86821.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86821.257812 Penalty: 3236.414795
	Iteration 24F: 3 clusters Score -86821.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 120 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 314 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 320 members 
Entering Unmasked Estep 
Score: -95480576.000000 Penalty: 116329.945312
Splitting cluster 32 changes total score from -95482032.000000 to -95480576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -106200.984375 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -106201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104546.125000 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -104546.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105014.765625 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -105014.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105495.773438 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -105495.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106239.203125 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -106239.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106537.359375 Penalty: 3340.357422
	Iteration 4F: 3 clusters Score -106537.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -106735.195312 Penalty: 3340.357422
	Iteration 5F: 3 clusters Score -106735.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106783.710938 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -106783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106807.210938 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -106807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106821.492188 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -106821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106830.835938 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -106830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -106836.640625 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -106836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -106841.492188 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -106841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106846.437500 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -106846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106846.437500 Penalty: 3340.357422
	Iteration 13F: 3 clusters Score -106846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 120 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 314 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 541 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 300 members 
Entering Unmasked Estep 
Score: -95480928.000000 Penalty: 116329.945312
Splitting cluster 33 changes total score from -95482032.000000 to -95480928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -44145.789062 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -44145.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42791.464844 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -42791.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42910.246094 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -42910.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42957.281250 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -42957.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42979.937500 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -42979.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42995.144531 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -42995.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42995.144531 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -42995.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 120 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 314 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482120.000000 Penalty: 113006.234375
Iteration 159Q: 35 clusters Score -9.548212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 119 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482120.000000 Penalty: 113006.234375
Iteration 160F: 35 clusters Score -9.548212e+07 nChanged 0
Entering ConstructFrom: 
Score: -95482120.000000 Penalty: 113006.234375
Entering ConstructFrom: 
Trying to split cluster 1 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -902177.125000 Penalty: 2169.382812
	Iteration 0F: 2 clusters Score -902177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -896819.187500 Penalty: 4338.765625
	Iteration 0F: 3 clusters Score -896819.2 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -898210.812500 Penalty: 4338.765625
	Iteration 1F: 3 clusters Score -898210.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -898448.500000 Penalty: 4338.765625
	Iteration 2F: 3 clusters Score -898448.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -898596.875000 Penalty: 4338.765625
	Iteration 3Q: 3 clusters Score -898596.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -898732.312500 Penalty: 4338.765625
	Iteration 4Q: 3 clusters Score -898732.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -898848.687500 Penalty: 4338.765625
	Iteration 5Q: 3 clusters Score -898848.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -898951.000000 Penalty: 4338.765625
	Iteration 6Q: 3 clusters Score -898951 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -899054.062500 Penalty: 4338.765625
	Iteration 7Q: 3 clusters Score -899054.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -899144.187500 Penalty: 4338.765625
	Iteration 8Q: 3 clusters Score -899144.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -899242.500000 Penalty: 4338.765625
	Iteration 9Q: 3 clusters Score -899242.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -899327.125000 Penalty: 4338.765625
	Iteration 10Q: 3 clusters Score -899327.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -899415.187500 Penalty: 4338.765625
	Iteration 11Q: 3 clusters Score -899415.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -899491.000000 Penalty: 4338.765625
	Iteration 12Q: 3 clusters Score -899491 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -899562.625000 Penalty: 4338.765625
	Iteration 13Q: 3 clusters Score -899562.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -899636.937500 Penalty: 4338.765625
	Iteration 14Q: 3 clusters Score -899636.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -899720.125000 Penalty: 4338.765625
	Iteration 15Q: 3 clusters Score -899720.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -899841.875000 Penalty: 4338.765625
	Iteration 16Q: 3 clusters Score -899841.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -900000.687500 Penalty: 4338.765625
	Iteration 17Q: 3 clusters Score -900000.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -900255.000000 Penalty: 4338.765625
	Iteration 18Q: 3 clusters Score -900255 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -900632.125000 Penalty: 4338.765625
	Iteration 19Q: 3 clusters Score -900632.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -901253.187500 Penalty: 4338.765625
	Iteration 20F: 3 clusters Score -901253.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -901700.812500 Penalty: 4338.765625
	Iteration 21Q: 3 clusters Score -901700.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -901903.750000 Penalty: 4338.765625
	Iteration 22Q: 3 clusters Score -901903.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -902008.125000 Penalty: 4338.765625
	Iteration 23Q: 3 clusters Score -902008.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -902060.312500 Penalty: 4338.765625
	Iteration 24Q: 3 clusters Score -902060.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -902084.250000 Penalty: 4338.765625
	Iteration 25Q: 3 clusters Score -902084.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -902097.937500 Penalty: 4338.765625
	Iteration 26Q: 3 clusters Score -902097.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -902115.562500 Penalty: 4338.765625
	Iteration 27Q: 3 clusters Score -902115.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -902130.250000 Penalty: 4338.765625
	Iteration 28Q: 3 clusters Score -902130.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -902144.437500 Penalty: 4338.765625
	Iteration 29Q: 3 clusters Score -902144.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -902147.812500 Penalty: 4338.765625
	Iteration 30Q: 3 clusters Score -902147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -902152.812500 Penalty: 4338.765625
	Iteration 31Q: 3 clusters Score -902152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -902158.812500 Penalty: 4338.765625
	Iteration 32Q: 3 clusters Score -902158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -902163.812500 Penalty: 4338.765625
	Iteration 33Q: 3 clusters Score -902163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -902168.812500 Penalty: 4338.765625
	Iteration 34Q: 3 clusters Score -902168.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -902175.187500 Penalty: 4338.765625
	Iteration 35Q: 3 clusters Score -902175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -902181.625000 Penalty: 4338.765625
	Iteration 36Q: 3 clusters Score -902181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -902184.375000 Penalty: 4338.765625
	Iteration 37Q: 3 clusters Score -902184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -902191.000000 Penalty: 4338.765625
	Iteration 38Q: 3 clusters Score -902191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -902196.875000 Penalty: 4338.765625
	Iteration 39Q: 3 clusters Score -902196.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -902204.937500 Penalty: 4338.765625
	Iteration 40F: 3 clusters Score -902204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -902208.750000 Penalty: 4338.765625
	Iteration 41Q: 3 clusters Score -902208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -902211.937500 Penalty: 4338.765625
	Iteration 42Q: 3 clusters Score -902211.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -902214.250000 Penalty: 4338.765625
	Iteration 43Q: 3 clusters Score -902214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -902217.937500 Penalty: 4338.765625
	Iteration 44Q: 3 clusters Score -902217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -902220.625000 Penalty: 4338.765625
	Iteration 45Q: 3 clusters Score -902220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -902223.187500 Penalty: 4338.765625
	Iteration 46Q: 3 clusters Score -902223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -902224.750000 Penalty: 4338.765625
	Iteration 47Q: 3 clusters Score -902224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -902226.500000 Penalty: 4338.765625
	Iteration 48Q: 3 clusters Score -902226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -902229.125000 Penalty: 4338.765625
	Iteration 49Q: 3 clusters Score -902229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -902229.187500 Penalty: 4338.765625
	Iteration 50Q: 3 clusters Score -902229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -902233.500000 Penalty: 4338.765625
	Iteration 51Q: 3 clusters Score -902233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -902233.375000 Penalty: 4338.765625
	Iteration 52Q: 3 clusters Score -902233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -902233.375000 Penalty: 4338.765625
	Iteration 53F: 3 clusters Score -902233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 119 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 2001 members 
Entering Unmasked Estep 
Score: -95480976.000000 Penalty: 116329.945312
Splitting cluster 1 changes total score from -95482120.000000 to -95480976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -532697.375000 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -532697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -529062.437500 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -529062.4 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -529896.312500 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -529896.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -530137.562500 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -530137.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -530319.187500 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -530319.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -530464.000000 Penalty: 4065.432617
	Iteration 4Q: 3 clusters Score -530464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -530581.750000 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -530581.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -530680.250000 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -530680.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -530791.000000 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -530791 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -530888.250000 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -530888.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -530982.625000 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -530982.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -531087.500000 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -531087.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -531179.562500 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -531179.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -531249.250000 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -531249.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -531288.312500 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -531288.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -531322.000000 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -531322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -531378.937500 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -531378.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -531438.500000 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -531438.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -531531.437500 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -531531.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -531605.500000 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -531605.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -531665.937500 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -531665.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -531706.312500 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -531706.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -531734.062500 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -531734.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -531752.062500 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -531752.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -531760.687500 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -531760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -531763.750000 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -531763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -531765.625000 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -531765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -531765.500000 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -531765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -531765.500000 Penalty: 4065.432617
	Iteration 27F: 3 clusters Score -531765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -198671.671875 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -198671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -196485.421875 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -196485.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -196852.593750 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -196852.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196973.296875 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -196973.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -197032.718750 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -197032.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -197073.578125 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -197073.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -197090.062500 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -197090.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -197098.812500 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -197098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197103.203125 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -197103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -197107.296875 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -197107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197112.796875 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -197112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197117.078125 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -197117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197121.328125 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -197121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -197123.109375 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -197123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197124.109375 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -197124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197125.421875 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -197125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -197127.953125 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -197128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197131.296875 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -197131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -197134.625000 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -197134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -197139.062500 Penalty: 3575.098633
	Iteration 18Q: 3 clusters Score -197139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -197139.062500 Penalty: 3575.098633
	Iteration 19F: 3 clusters Score -197139.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -2086750.750000 Penalty: 2371.371826
	Iteration 0F: 2 clusters Score -2086751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2076396.500000 Penalty: 4742.743652
	Iteration 0F: 3 clusters Score -2076396 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2079590.250000 Penalty: 4742.743652
	Iteration 1F: 3 clusters Score -2079590 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2079902.750000 Penalty: 4742.743652
	Iteration 2F: 3 clusters Score -2079903 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2080153.250000 Penalty: 4742.743652
	Iteration 3Q: 3 clusters Score -2080153 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2080364.875000 Penalty: 4742.743652
	Iteration 4Q: 3 clusters Score -2080365 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2080546.875000 Penalty: 4742.743652
	Iteration 5Q: 3 clusters Score -2080547 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2080689.625000 Penalty: 4742.743652
	Iteration 6Q: 3 clusters Score -2080690 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2080836.500000 Penalty: 4742.743652
	Iteration 7Q: 3 clusters Score -2080836 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2080977.000000 Penalty: 4742.743652
	Iteration 8Q: 3 clusters Score -2080977 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2081139.375000 Penalty: 4742.743652
	Iteration 9Q: 3 clusters Score -2081139 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2081311.125000 Penalty: 4742.743652
	Iteration 10Q: 3 clusters Score -2081311 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2081514.500000 Penalty: 4742.743652
	Iteration 11Q: 3 clusters Score -2081514 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2081752.000000 Penalty: 4742.743652
	Iteration 12Q: 3 clusters Score -2081752 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2082047.375000 Penalty: 4742.743652
	Iteration 13Q: 3 clusters Score -2082047 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2082387.125000 Penalty: 4742.743652
	Iteration 14Q: 3 clusters Score -2082387 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2082783.375000 Penalty: 4742.743652
	Iteration 15Q: 3 clusters Score -2082783 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2083226.500000 Penalty: 4742.743652
	Iteration 16Q: 3 clusters Score -2083226 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2083609.000000 Penalty: 4742.743652
	Iteration 17Q: 3 clusters Score -2083609 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2083933.625000 Penalty: 4742.743652
	Iteration 18Q: 3 clusters Score -2083934 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2084133.625000 Penalty: 4742.743652
	Iteration 19Q: 3 clusters Score -2084134 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2084295.875000 Penalty: 4742.743652
	Iteration 20F: 3 clusters Score -2084296 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2084432.000000 Penalty: 4742.743652
	Iteration 21Q: 3 clusters Score -2084432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2084514.375000 Penalty: 4742.743652
	Iteration 22Q: 3 clusters Score -2084514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2084568.500000 Penalty: 4742.743652
	Iteration 23Q: 3 clusters Score -2084568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2084615.500000 Penalty: 4742.743652
	Iteration 24Q: 3 clusters Score -2084616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2084647.625000 Penalty: 4742.743652
	Iteration 25Q: 3 clusters Score -2084648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2084678.000000 Penalty: 4742.743652
	Iteration 26Q: 3 clusters Score -2084678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2084705.750000 Penalty: 4742.743652
	Iteration 27Q: 3 clusters Score -2084706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2084725.125000 Penalty: 4742.743652
	Iteration 28Q: 3 clusters Score -2084725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2084739.375000 Penalty: 4742.743652
	Iteration 29Q: 3 clusters Score -2084739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2084749.000000 Penalty: 4742.743652
	Iteration 30Q: 3 clusters Score -2084749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2084750.875000 Penalty: 4742.743652
	Iteration 31Q: 3 clusters Score -2084751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2084752.000000 Penalty: 4742.743652
	Iteration 32Q: 3 clusters Score -2084752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2084755.125000 Penalty: 4742.743652
	Iteration 33Q: 3 clusters Score -2084755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2084761.875000 Penalty: 4742.743652
	Iteration 34Q: 3 clusters Score -2084762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2084768.250000 Penalty: 4742.743652
	Iteration 35Q: 3 clusters Score -2084768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2084772.125000 Penalty: 4742.743652
	Iteration 36Q: 3 clusters Score -2084772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2084783.250000 Penalty: 4742.743652
	Iteration 37Q: 3 clusters Score -2084783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2084786.625000 Penalty: 4742.743652
	Iteration 38Q: 3 clusters Score -2084787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2084791.250000 Penalty: 4742.743652
	Iteration 39Q: 3 clusters Score -2084791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2084801.000000 Penalty: 4742.743652
	Iteration 40F: 3 clusters Score -2084801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2084806.875000 Penalty: 4742.743652
	Iteration 41Q: 3 clusters Score -2084807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2084809.125000 Penalty: 4742.743652
	Iteration 42Q: 3 clusters Score -2084809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2084811.000000 Penalty: 4742.743652
	Iteration 43Q: 3 clusters Score -2084811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2084812.375000 Penalty: 4742.743652
	Iteration 44Q: 3 clusters Score -2084812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2084812.500000 Penalty: 4742.743652
	Iteration 45Q: 3 clusters Score -2084812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2084815.875000 Penalty: 4742.743652
	Iteration 46Q: 3 clusters Score -2084816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2084819.125000 Penalty: 4742.743652
	Iteration 47Q: 3 clusters Score -2084819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2084818.625000 Penalty: 4742.743652
	Iteration 48Q: 3 clusters Score -2084819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2084822.500000 Penalty: 4742.743652
	Iteration 49Q: 3 clusters Score -2084822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2084823.750000 Penalty: 4742.743652
	Iteration 50Q: 3 clusters Score -2084824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2084826.000000 Penalty: 4742.743652
	Iteration 51Q: 3 clusters Score -2084826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2084828.375000 Penalty: 4742.743652
	Iteration 52Q: 3 clusters Score -2084828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2084832.000000 Penalty: 4742.743652
	Iteration 53Q: 3 clusters Score -2084832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2084832.250000 Penalty: 4742.743652
	Iteration 54Q: 3 clusters Score -2084832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2084832.250000 Penalty: 4742.743652
	Iteration 55F: 3 clusters Score -2084832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Entering Unmasked Estep 
Score: -6966099.500000 Penalty: 2670.584229
	Iteration 0F: 2 clusters Score -6966100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -6934023.500000 Penalty: 5341.168457
	Iteration 0F: 3 clusters Score -6934024 nChanged 21882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -6946400.000000 Penalty: 5341.168457
	Iteration 1F: 3 clusters Score -6946400 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -6947081.000000 Penalty: 5341.168457
	Iteration 2Q: 3 clusters Score -6947081 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6947981.500000 Penalty: 5341.168457
	Iteration 3Q: 3 clusters Score -6947982 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -6948925.500000 Penalty: 5341.168457
	Iteration 4Q: 3 clusters Score -6948926 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -6950093.000000 Penalty: 5341.168457
	Iteration 5F: 3 clusters Score -6950093 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -6951453.500000 Penalty: 5341.168457
	Iteration 6F: 3 clusters Score -6951454 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -6953131.500000 Penalty: 5341.168457
	Iteration 7F: 3 clusters Score -6953132 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -6954947.000000 Penalty: 5341.168457
	Iteration 8F: 3 clusters Score -6954947 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -6956615.000000 Penalty: 5341.168457
	Iteration 9F: 3 clusters Score -6956615 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -6957953.500000 Penalty: 5341.168457
	Iteration 10Q: 3 clusters Score -6957954 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -6958997.500000 Penalty: 5341.168457
	Iteration 11Q: 3 clusters Score -6958998 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -6959829.000000 Penalty: 5341.168457
	Iteration 12Q: 3 clusters Score -6959829 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -6960554.000000 Penalty: 5341.168457
	Iteration 13Q: 3 clusters Score -6960554 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -6961206.000000 Penalty: 5341.168457
	Iteration 14Q: 3 clusters Score -6961206 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6961839.500000 Penalty: 5341.168457
	Iteration 15Q: 3 clusters Score -6961840 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6962326.500000 Penalty: 5341.168457
	Iteration 16Q: 3 clusters Score -6962326 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6962770.500000 Penalty: 5341.168457
	Iteration 17Q: 3 clusters Score -6962770 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6963107.000000 Penalty: 5341.168457
	Iteration 18Q: 3 clusters Score -6963107 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6963376.000000 Penalty: 5341.168457
	Iteration 19Q: 3 clusters Score -6963376 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6963555.500000 Penalty: 5341.168457
	Iteration 20F: 3 clusters Score -6963556 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6963688.000000 Penalty: 5341.168457
	Iteration 21Q: 3 clusters Score -6963688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6963807.000000 Penalty: 5341.168457
	Iteration 22Q: 3 clusters Score -6963807 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6963866.500000 Penalty: 5341.168457
	Iteration 23Q: 3 clusters Score -6963866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6963923.000000 Penalty: 5341.168457
	Iteration 24Q: 3 clusters Score -6963923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6963955.500000 Penalty: 5341.168457
	Iteration 25Q: 3 clusters Score -6963956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6963978.500000 Penalty: 5341.168457
	Iteration 26Q: 3 clusters Score -6963978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6964001.500000 Penalty: 5341.168457
	Iteration 27Q: 3 clusters Score -6964002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6964018.500000 Penalty: 5341.168457
	Iteration 28Q: 3 clusters Score -6964018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6964029.500000 Penalty: 5341.168457
	Iteration 29Q: 3 clusters Score -6964030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6964034.000000 Penalty: 5341.168457
	Iteration 30Q: 3 clusters Score -6964034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6964041.000000 Penalty: 5341.168457
	Iteration 31Q: 3 clusters Score -6964041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6964040.000000 Penalty: 5341.168457
	Iteration 32Q: 3 clusters Score -6964040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6964051.500000 Penalty: 5341.168457
	Iteration 33Q: 3 clusters Score -6964052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6964053.000000 Penalty: 5341.168457
	Iteration 34Q: 3 clusters Score -6964053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6964058.500000 Penalty: 5341.168457
	Iteration 35Q: 3 clusters Score -6964058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6964053.000000 Penalty: 5341.168457
	Iteration 36Q: 3 clusters Score -6964053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6964065.500000 Penalty: 5341.168457
	Iteration 37Q: 3 clusters Score -6964066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6964066.500000 Penalty: 5341.168457
	Iteration 38Q: 3 clusters Score -6964066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6964073.500000 Penalty: 5341.168457
	Iteration 39Q: 3 clusters Score -6964074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6964073.500000 Penalty: 5341.168457
	Iteration 40F: 3 clusters Score -6964074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6964067.500000 Penalty: 5341.168457
	Iteration 41Q: 3 clusters Score -6964068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6964075.000000 Penalty: 5341.168457
	Iteration 42Q: 3 clusters Score -6964075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6964078.000000 Penalty: 5341.168457
	Iteration 43Q: 3 clusters Score -6964078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6964079.000000 Penalty: 5341.168457
	Iteration 44Q: 3 clusters Score -6964079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6964077.500000 Penalty: 5341.168457
	Iteration 45Q: 3 clusters Score -6964078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6964076.500000 Penalty: 5341.168457
	Iteration 46Q: 3 clusters Score -6964076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6964078.500000 Penalty: 5341.168457
	Iteration 47Q: 3 clusters Score -6964078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6964078.000000 Penalty: 5341.168457
	Iteration 48Q: 3 clusters Score -6964078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6964079.000000 Penalty: 5341.168457
	Iteration 49Q: 3 clusters Score -6964079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6964082.500000 Penalty: 5341.168457
	Iteration 50Q: 3 clusters Score -6964082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6964082.500000 Penalty: 5341.168457
	Iteration 51Q: 3 clusters Score -6964082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6964086.500000 Penalty: 5341.168457
	Iteration 52Q: 3 clusters Score -6964086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6964089.500000 Penalty: 5341.168457
	Iteration 53Q: 3 clusters Score -6964090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6964089.500000 Penalty: 5341.168457
	Iteration 54F: 3 clusters Score -6964090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -1171918.625000 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -1171919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1165496.375000 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -1165496 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1167204.000000 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -1167204 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1167522.875000 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -1167523 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1167734.500000 Penalty: 4455.910156
	Iteration 3F: 3 clusters Score -1167734 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1167895.000000 Penalty: 4455.910156
	Iteration 4Q: 3 clusters Score -1167895 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1168042.250000 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -1168042 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1168169.125000 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -1168169 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1168306.875000 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -1168307 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1168432.125000 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -1168432 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1168552.125000 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -1168552 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1168697.000000 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -1168697 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1168872.375000 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -1168872 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1169060.250000 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -1169060 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1169247.500000 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -1169248 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1169431.625000 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -1169432 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1169594.375000 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -1169594 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1169732.625000 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -1169733 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1169823.000000 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -1169823 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1169905.250000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -1169905 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1169980.000000 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -1169980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1170026.750000 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -1170027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1170066.250000 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -1170066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1170097.250000 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -1170097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1170118.250000 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -1170118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1170135.000000 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -1170135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1170141.750000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -1170142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1170150.000000 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -1170150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1170157.375000 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -1170157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1170159.375000 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -1170159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1170163.250000 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -1170163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1170165.750000 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -1170166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1170170.625000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -1170171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1170174.500000 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -1170174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1170179.125000 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -1170179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1170185.500000 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -1170186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1170189.750000 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -1170190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1170192.250000 Penalty: 4455.910156
	Iteration 36Q: 3 clusters Score -1170192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1170194.375000 Penalty: 4455.910156
	Iteration 37Q: 3 clusters Score -1170194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1170192.000000 Penalty: 4455.910156
	Iteration 38Q: 3 clusters Score -1170192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1170192.500000 Penalty: 4455.910156
	Iteration 39Q: 3 clusters Score -1170192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1170192.500000 Penalty: 4455.910156
	Iteration 40F: 3 clusters Score -1170192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -623877.500000 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -623877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -619722.062500 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -619722.1 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -620584.625000 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -620584.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -620795.625000 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -620795.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -620996.562500 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -620996.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -621198.500000 Penalty: 4151.906250
	Iteration 4F: 3 clusters Score -621198.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -621393.625000 Penalty: 4151.906250
	Iteration 5F: 3 clusters Score -621393.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -621588.625000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -621588.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -621809.875000 Penalty: 4151.906250
	Iteration 7F: 3 clusters Score -621809.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -622006.750000 Penalty: 4151.906250
	Iteration 8F: 3 clusters Score -622006.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -622173.625000 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -622173.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -622306.500000 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -622306.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -622412.750000 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -622412.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -622477.750000 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -622477.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -622530.062500 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -622530.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -622564.625000 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -622564.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -622598.125000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -622598.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -622629.187500 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -622629.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -622646.937500 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -622646.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -622658.625000 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -622658.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -622666.250000 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -622666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -622671.250000 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -622671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -622675.062500 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -622675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -622676.562500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -622676.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -622679.812500 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -622679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -622683.625000 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -622683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -622684.562500 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -622684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -622687.187500 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -622687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -622692.812500 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -622692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -622692.500000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -622692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -622692.625000 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -622692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -622692.625000 Penalty: 4151.906250
	Iteration 30F: 3 clusters Score -622692.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -43655.039062 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -43655.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42297.464844 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -42297.46 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42595.746094 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -42595.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42766.804688 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -42766.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42913.578125 Penalty: 3031.287842
	Iteration 3F: 3 clusters Score -42913.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42980.316406 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -42980.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43021.796875 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -43021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43028.734375 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -43028.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43030.453125 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -43030.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43030.453125 Penalty: 3031.287842
	Iteration 8F: 3 clusters Score -43030.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Entering Unmasked Estep 
Score: -5055435.000000 Penalty: 2589.368896
	Iteration 0F: 2 clusters Score -5055435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5032004.000000 Penalty: 5178.737793
	Iteration 0F: 3 clusters Score -5032004 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5040598.500000 Penalty: 5178.737793
	Iteration 1F: 3 clusters Score -5040598 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5041117.500000 Penalty: 5178.737793
	Iteration 2Q: 3 clusters Score -5041118 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5041658.500000 Penalty: 5178.737793
	Iteration 3Q: 3 clusters Score -5041658 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5042270.500000 Penalty: 5178.737793
	Iteration 4Q: 3 clusters Score -5042270 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -5043127.000000 Penalty: 5178.737793
	Iteration 5Q: 3 clusters Score -5043127 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -5044528.000000 Penalty: 5178.737793
	Iteration 6F: 3 clusters Score -5044528 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5046511.000000 Penalty: 5178.737793
	Iteration 7F: 3 clusters Score -5046511 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -5048743.500000 Penalty: 5178.737793
	Iteration 8F: 3 clusters Score -5048744 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -5050614.500000 Penalty: 5178.737793
	Iteration 9F: 3 clusters Score -5050614 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -5051871.500000 Penalty: 5178.737793
	Iteration 10Q: 3 clusters Score -5051872 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -5052521.000000 Penalty: 5178.737793
	Iteration 11Q: 3 clusters Score -5052521 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5052801.000000 Penalty: 5178.737793
	Iteration 12Q: 3 clusters Score -5052801 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -5052967.500000 Penalty: 5178.737793
	Iteration 13Q: 3 clusters Score -5052968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -5053040.500000 Penalty: 5178.737793
	Iteration 14Q: 3 clusters Score -5053040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -5053069.500000 Penalty: 5178.737793
	Iteration 15Q: 3 clusters Score -5053070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -5053088.000000 Penalty: 5178.737793
	Iteration 16Q: 3 clusters Score -5053088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -5053099.500000 Penalty: 5178.737793
	Iteration 17Q: 3 clusters Score -5053100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5053108.000000 Penalty: 5178.737793
	Iteration 18Q: 3 clusters Score -5053108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5053112.000000 Penalty: 5178.737793
	Iteration 19Q: 3 clusters Score -5053112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -5053113.000000 Penalty: 5178.737793
	Iteration 20F: 3 clusters Score -5053113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -751877.187500 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -751877.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -747182.375000 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -747182.4 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -748462.687500 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -748462.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -748673.437500 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -748673.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -748792.125000 Penalty: 4255.297363
	Iteration 3Q: 3 clusters Score -748792.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -748887.125000 Penalty: 4255.297363
	Iteration 4Q: 3 clusters Score -748887.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -748962.687500 Penalty: 4255.297363
	Iteration 5Q: 3 clusters Score -748962.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -749025.687500 Penalty: 4255.297363
	Iteration 6Q: 3 clusters Score -749025.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -749088.375000 Penalty: 4255.297363
	Iteration 7Q: 3 clusters Score -749088.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -749159.125000 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -749159.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -749238.500000 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -749238.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -749340.625000 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -749340.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -749450.937500 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -749450.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -749573.187500 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -749573.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -749670.375000 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -749670.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -749749.937500 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -749749.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -749829.125000 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -749829.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -749899.000000 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -749899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -749939.437500 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -749939.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -749976.937500 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -749976.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -750001.625000 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -750001.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -750018.687500 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -750018.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -750035.000000 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -750035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -750052.250000 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -750052.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -750066.875000 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -750066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -750079.750000 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -750079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -750087.312500 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -750087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -750092.500000 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -750092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -750094.187500 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -750094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -750097.625000 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -750097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -750100.000000 Penalty: 4255.297363
	Iteration 29Q: 3 clusters Score -750100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -750100.187500 Penalty: 4255.297363
	Iteration 30Q: 3 clusters Score -750100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -750101.062500 Penalty: 4255.297363
	Iteration 31Q: 3 clusters Score -750101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -750103.625000 Penalty: 4255.297363
	Iteration 32Q: 3 clusters Score -750103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -750104.437500 Penalty: 4255.297363
	Iteration 33Q: 3 clusters Score -750104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -750105.562500 Penalty: 4255.297363
	Iteration 34Q: 3 clusters Score -750105.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -750105.562500 Penalty: 4255.297363
	Iteration 35F: 3 clusters Score -750105.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (193669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193669 members 
Entering Unmasked Estep 
Score: -28951962.000000 Penalty: 3019.128418
	Iteration 0F: 2 clusters Score -2.895196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -28824950.000000 Penalty: 6038.256836
	Iteration 0F: 3 clusters Score -2.882495e+07 nChanged 93146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -28879460.000000 Penalty: 6038.256836
	Iteration 1F: 3 clusters Score -2.887946e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -28880450.000000 Penalty: 6038.256836
	Iteration 2Q: 3 clusters Score -2.888045e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -28881356.000000 Penalty: 6038.256836
	Iteration 3Q: 3 clusters Score -2.888136e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -28882382.000000 Penalty: 6038.256836
	Iteration 4Q: 3 clusters Score -2.888238e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -28883518.000000 Penalty: 6038.256836
	Iteration 5Q: 3 clusters Score -2.888352e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -28884912.000000 Penalty: 6038.256836
	Iteration 6Q: 3 clusters Score -2.888491e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -28886502.000000 Penalty: 6038.256836
	Iteration 7Q: 3 clusters Score -2.88865e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -28888732.000000 Penalty: 6038.256836
	Iteration 8Q: 3 clusters Score -2.888873e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -28892570.000000 Penalty: 6038.256836
	Iteration 9Q: 3 clusters Score -2.889257e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -28898058.000000 Penalty: 6038.256836
	Iteration 10Q: 3 clusters Score -2.889806e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 113144 members 
Entering Unmasked Estep 
Score: -28905290.000000 Penalty: 6038.256836
	Iteration 11F: 3 clusters Score -2.890529e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -28912802.000000 Penalty: 6038.256836
	Iteration 12F: 3 clusters Score -2.89128e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 119517 members 
Entering Unmasked Estep 
Score: -28917498.000000 Penalty: 6038.256836
	Iteration 13Q: 3 clusters Score -2.89175e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -28919074.000000 Penalty: 6038.256836
	Iteration 14Q: 3 clusters Score -2.891907e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 123946 members 
Entering Unmasked Estep 
Score: -28919740.000000 Penalty: 6038.256836
	Iteration 15Q: 3 clusters Score -2.891974e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -28920292.000000 Penalty: 6038.256836
	Iteration 16Q: 3 clusters Score -2.892029e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -28920874.000000 Penalty: 6038.256836
	Iteration 17Q: 3 clusters Score -2.892087e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -28921510.000000 Penalty: 6038.256836
	Iteration 18Q: 3 clusters Score -2.892151e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 133705 members 
Entering Unmasked Estep 
Score: -28922010.000000 Penalty: 6038.256836
	Iteration 19Q: 3 clusters Score -2.892201e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -28922616.000000 Penalty: 6038.256836
	Iteration 20F: 3 clusters Score -2.892262e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 139464 members 
Entering Unmasked Estep 
Score: -28923526.000000 Penalty: 6038.256836
	Iteration 21Q: 3 clusters Score -2.892353e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 142498 members 
Entering Unmasked Estep 
Score: -28924424.000000 Penalty: 6038.256836
	Iteration 22Q: 3 clusters Score -2.892442e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 145566 members 
Entering Unmasked Estep 
Score: -28925450.000000 Penalty: 6038.256836
	Iteration 23Q: 3 clusters Score -2.892545e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -28926426.000000 Penalty: 6038.256836
	Iteration 24Q: 3 clusters Score -2.892643e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -28927824.000000 Penalty: 6038.256836
	Iteration 25Q: 3 clusters Score -2.892782e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -28929128.000000 Penalty: 6038.256836
	Iteration 26Q: 3 clusters Score -2.892913e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 157886 members 
Entering Unmasked Estep 
Score: -28930308.000000 Penalty: 6038.256836
	Iteration 27Q: 3 clusters Score -2.893031e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 160858 members 
Entering Unmasked Estep 
Score: -28931668.000000 Penalty: 6038.256836
	Iteration 28Q: 3 clusters Score -2.893167e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 163710 members 
Entering Unmasked Estep 
Score: -28933034.000000 Penalty: 6038.256836
	Iteration 29Q: 3 clusters Score -2.893303e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -28934580.000000 Penalty: 6038.256836
	Iteration 30Q: 3 clusters Score -2.893458e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 168680 members 
Entering Unmasked Estep 
Score: -28936358.000000 Penalty: 6038.256836
	Iteration 31Q: 3 clusters Score -2.893636e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -28938116.000000 Penalty: 6038.256836
	Iteration 32Q: 3 clusters Score -2.893812e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 172718 members 
Entering Unmasked Estep 
Score: -28939780.000000 Penalty: 6038.256836
	Iteration 33Q: 3 clusters Score -2.893978e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -28941208.000000 Penalty: 6038.256836
	Iteration 34Q: 3 clusters Score -2.894121e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 175750 members 
Entering Unmasked Estep 
Score: -28942438.000000 Penalty: 6038.256836
	Iteration 35Q: 3 clusters Score -2.894244e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -28943568.000000 Penalty: 6038.256836
	Iteration 36Q: 3 clusters Score -2.894357e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -28944382.000000 Penalty: 6038.256836
	Iteration 37Q: 3 clusters Score -2.894438e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 178824 members 
Entering Unmasked Estep 
Score: -28944954.000000 Penalty: 6038.256836
	Iteration 38Q: 3 clusters Score -2.894495e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 179582 members 
Entering Unmasked Estep 
Score: -28945326.000000 Penalty: 6038.256836
	Iteration 39Q: 3 clusters Score -2.894533e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 180287 members 
Entering Unmasked Estep 
Score: -28945740.000000 Penalty: 6038.256836
	Iteration 40F: 3 clusters Score -2.894574e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 180831 members 
Entering Unmasked Estep 
Score: -28946038.000000 Penalty: 6038.256836
	Iteration 41Q: 3 clusters Score -2.894604e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 181349 members 
Entering Unmasked Estep 
Score: -28946296.000000 Penalty: 6038.256836
	Iteration 42Q: 3 clusters Score -2.89463e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 181871 members 
Entering Unmasked Estep 
Score: -28946602.000000 Penalty: 6038.256836
	Iteration 43Q: 3 clusters Score -2.89466e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 182360 members 
Entering Unmasked Estep 
Score: -28946830.000000 Penalty: 6038.256836
	Iteration 44Q: 3 clusters Score -2.894683e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 182855 members 
Entering Unmasked Estep 
Score: -28946960.000000 Penalty: 6038.256836
	Iteration 45Q: 3 clusters Score -2.894696e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 183323 members 
Entering Unmasked Estep 
Score: -28947138.000000 Penalty: 6038.256836
	Iteration 46Q: 3 clusters Score -2.894714e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 183769 members 
Entering Unmasked Estep 
Score: -28947292.000000 Penalty: 6038.256836
	Iteration 47Q: 3 clusters Score -2.894729e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 184192 members 
Entering Unmasked Estep 
Score: -28947398.000000 Penalty: 6038.256836
	Iteration 48Q: 3 clusters Score -2.89474e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 184590 members 
Entering Unmasked Estep 
Score: -28947428.000000 Penalty: 6038.256836
	Iteration 49Q: 3 clusters Score -2.894743e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -28947444.000000 Penalty: 6038.256836
	Iteration 50Q: 3 clusters Score -2.894744e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 185234 members 
Entering Unmasked Estep 
Score: -28947478.000000 Penalty: 6038.256836
	Iteration 51Q: 3 clusters Score -2.894748e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 185499 members 
Entering Unmasked Estep 
Score: -28947542.000000 Penalty: 6038.256836
	Iteration 52Q: 3 clusters Score -2.894754e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 185768 members 
Entering Unmasked Estep 
Score: -28947664.000000 Penalty: 6038.256836
	Iteration 53Q: 3 clusters Score -2.894766e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 186042 members 
Entering Unmasked Estep 
Score: -28947734.000000 Penalty: 6038.256836
	Iteration 54Q: 3 clusters Score -2.894773e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 186318 members 
Entering Unmasked Estep 
Score: -28947798.000000 Penalty: 6038.256836
	Iteration 55Q: 3 clusters Score -2.89478e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 186611 members 
Entering Unmasked Estep 
Score: -28947846.000000 Penalty: 6038.256836
	Iteration 56Q: 3 clusters Score -2.894785e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 186866 members 
Entering Unmasked Estep 
Score: -28947912.000000 Penalty: 6038.256836
	Iteration 57Q: 3 clusters Score -2.894791e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -28947944.000000 Penalty: 6038.256836
	Iteration 58Q: 3 clusters Score -2.894794e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 187338 members 
Entering Unmasked Estep 
Score: -28948034.000000 Penalty: 6038.256836
	Iteration 59Q: 3 clusters Score -2.894803e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 187544 members 
Entering Unmasked Estep 
Score: -28948118.000000 Penalty: 6038.256836
	Iteration 60F: 3 clusters Score -2.894812e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 187743 members 
Entering Unmasked Estep 
Score: -28948130.000000 Penalty: 6038.256836
	Iteration 61Q: 3 clusters Score -2.894813e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 187938 members 
Entering Unmasked Estep 
Score: -28948208.000000 Penalty: 6038.256836
	Iteration 62Q: 3 clusters Score -2.894821e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 188147 members 
Entering Unmasked Estep 
Score: -28948248.000000 Penalty: 6038.256836
	Iteration 63Q: 3 clusters Score -2.894825e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 188351 members 
Entering Unmasked Estep 
Score: -28948326.000000 Penalty: 6038.256836
	Iteration 64Q: 3 clusters Score -2.894833e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 188547 members 
Entering Unmasked Estep 
Score: -28948314.000000 Penalty: 6038.256836
	Iteration 65Q: 3 clusters Score -2.894831e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 188728 members 
Entering Unmasked Estep 
Score: -28948338.000000 Penalty: 6038.256836
	Iteration 66Q: 3 clusters Score -2.894834e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 188882 members 
Entering Unmasked Estep 
Score: -28948328.000000 Penalty: 6038.256836
	Iteration 67Q: 3 clusters Score -2.894833e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 189034 members 
Entering Unmasked Estep 
Score: -28948338.000000 Penalty: 6038.256836
	Iteration 68Q: 3 clusters Score -2.894834e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 189192 members 
Entering Unmasked Estep 
Score: -28948404.000000 Penalty: 6038.256836
	Iteration 69Q: 3 clusters Score -2.89484e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 189335 members 
Entering Unmasked Estep 
Score: -28948418.000000 Penalty: 6038.256836
	Iteration 70Q: 3 clusters Score -2.894842e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 189490 members 
Entering Unmasked Estep 
Score: -28948506.000000 Penalty: 6038.256836
	Iteration 71Q: 3 clusters Score -2.894851e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 189646 members 
Entering Unmasked Estep 
Score: -28948588.000000 Penalty: 6038.256836
	Iteration 72Q: 3 clusters Score -2.894859e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -28948638.000000 Penalty: 6038.256836
	Iteration 73Q: 3 clusters Score -2.894864e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 189907 members 
Entering Unmasked Estep 
Score: -28948716.000000 Penalty: 6038.256836
	Iteration 74Q: 3 clusters Score -2.894872e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -28948730.000000 Penalty: 6038.256836
	Iteration 75Q: 3 clusters Score -2.894873e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 190128 members 
Entering Unmasked Estep 
Score: -28948790.000000 Penalty: 6038.256836
	Iteration 76Q: 3 clusters Score -2.894879e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 190202 members 
Entering Unmasked Estep 
Score: -28948806.000000 Penalty: 6038.256836
	Iteration 77Q: 3 clusters Score -2.894881e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 190268 members 
Entering Unmasked Estep 
Score: -28948820.000000 Penalty: 6038.256836
	Iteration 78Q: 3 clusters Score -2.894882e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 190321 members 
Entering Unmasked Estep 
Score: -28948846.000000 Penalty: 6038.256836
	Iteration 79Q: 3 clusters Score -2.894885e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 190374 members 
Entering Unmasked Estep 
Score: -28948824.000000 Penalty: 6038.256836
	Iteration 80F: 3 clusters Score -2.894882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 190441 members 
Entering Unmasked Estep 
Score: -28948830.000000 Penalty: 6038.256836
	Iteration 81Q: 3 clusters Score -2.894883e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 190513 members 
Entering Unmasked Estep 
Score: -28948878.000000 Penalty: 6038.256836
	Iteration 82Q: 3 clusters Score -2.894888e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 190561 members 
Entering Unmasked Estep 
Score: -28948884.000000 Penalty: 6038.256836
	Iteration 83Q: 3 clusters Score -2.894888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 190607 members 
Entering Unmasked Estep 
Score: -28948916.000000 Penalty: 6038.256836
	Iteration 84Q: 3 clusters Score -2.894892e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 190650 members 
Entering Unmasked Estep 
Score: -28948982.000000 Penalty: 6038.256836
	Iteration 85Q: 3 clusters Score -2.894898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 190699 members 
Entering Unmasked Estep 
Score: -28948966.000000 Penalty: 6038.256836
	Iteration 86Q: 3 clusters Score -2.894897e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 190751 members 
Entering Unmasked Estep 
Score: -28948956.000000 Penalty: 6038.256836
	Iteration 87Q: 3 clusters Score -2.894896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 190792 members 
Entering Unmasked Estep 
Score: -28948948.000000 Penalty: 6038.256836
	Iteration 88Q: 3 clusters Score -2.894895e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 190832 members 
Entering Unmasked Estep 
Score: -28948964.000000 Penalty: 6038.256836
	Iteration 89Q: 3 clusters Score -2.894896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 190865 members 
Entering Unmasked Estep 
Score: -28948950.000000 Penalty: 6038.256836
	Iteration 90Q: 3 clusters Score -2.894895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 190894 members 
Entering Unmasked Estep 
Score: -28948980.000000 Penalty: 6038.256836
	Iteration 91Q: 3 clusters Score -2.894898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 190928 members 
Entering Unmasked Estep 
Score: -28948992.000000 Penalty: 6038.256836
	Iteration 92Q: 3 clusters Score -2.894899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 190970 members 
Entering Unmasked Estep 
Score: -28949028.000000 Penalty: 6038.256836
	Iteration 93Q: 3 clusters Score -2.894903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 191010 members 
Entering Unmasked Estep 
Score: -28949046.000000 Penalty: 6038.256836
	Iteration 94Q: 3 clusters Score -2.894905e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 191043 members 
Entering Unmasked Estep 
Score: -28949048.000000 Penalty: 6038.256836
	Iteration 95Q: 3 clusters Score -2.894905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 191084 members 
Entering Unmasked Estep 
Score: -28949104.000000 Penalty: 6038.256836
	Iteration 96Q: 3 clusters Score -2.89491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 191118 members 
Entering Unmasked Estep 
Score: -28949148.000000 Penalty: 6038.256836
	Iteration 97Q: 3 clusters Score -2.894915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 191149 members 
Entering Unmasked Estep 
Score: -28949108.000000 Penalty: 6038.256836
	Iteration 98Q: 3 clusters Score -2.894911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 191181 members 
Entering Unmasked Estep 
Score: -28949124.000000 Penalty: 6038.256836
	Iteration 99Q: 3 clusters Score -2.894912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 191206 members 
Entering Unmasked Estep 
Score: -28949126.000000 Penalty: 6038.256836
	Iteration 100F: 3 clusters Score -2.894913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 191231 members 
Entering Unmasked Estep 
Score: -28949160.000000 Penalty: 6038.256836
	Iteration 101Q: 3 clusters Score -2.894916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 191252 members 
Entering Unmasked Estep 
Score: -28949134.000000 Penalty: 6038.256836
	Iteration 102Q: 3 clusters Score -2.894913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 191266 members 
Entering Unmasked Estep 
Score: -28949114.000000 Penalty: 6038.256836
	Iteration 103Q: 3 clusters Score -2.894911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 191278 members 
Entering Unmasked Estep 
Score: -28949108.000000 Penalty: 6038.256836
	Iteration 104Q: 3 clusters Score -2.894911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 191288 members 
Entering Unmasked Estep 
Score: -28949122.000000 Penalty: 6038.256836
	Iteration 105Q: 3 clusters Score -2.894912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 191299 members 
Entering Unmasked Estep 
Score: -28949150.000000 Penalty: 6038.256836
	Iteration 106Q: 3 clusters Score -2.894915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 191310 members 
Entering Unmasked Estep 
Score: -28949162.000000 Penalty: 6038.256836
	Iteration 107Q: 3 clusters Score -2.894916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 191322 members 
Entering Unmasked Estep 
Score: -28949156.000000 Penalty: 6038.256836
	Iteration 108Q: 3 clusters Score -2.894916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 191333 members 
Entering Unmasked Estep 
Score: -28949178.000000 Penalty: 6038.256836
	Iteration 109Q: 3 clusters Score -2.894918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 191341 members 
Entering Unmasked Estep 
Score: -28949164.000000 Penalty: 6038.256836
	Iteration 110Q: 3 clusters Score -2.894916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 191352 members 
Entering Unmasked Estep 
Score: -28949178.000000 Penalty: 6038.256836
	Iteration 111Q: 3 clusters Score -2.894918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 191366 members 
Entering Unmasked Estep 
Score: -28949200.000000 Penalty: 6038.256836
	Iteration 112Q: 3 clusters Score -2.89492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 191383 members 
Entering Unmasked Estep 
Score: -28949210.000000 Penalty: 6038.256836
	Iteration 113Q: 3 clusters Score -2.894921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 191397 members 
Entering Unmasked Estep 
Score: -28949208.000000 Penalty: 6038.256836
	Iteration 114Q: 3 clusters Score -2.894921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 191409 members 
Entering Unmasked Estep 
Score: -28949220.000000 Penalty: 6038.256836
	Iteration 115Q: 3 clusters Score -2.894922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 191422 members 
Entering Unmasked Estep 
Score: -28949210.000000 Penalty: 6038.256836
	Iteration 116Q: 3 clusters Score -2.894921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 191434 members 
Entering Unmasked Estep 
Score: -28949184.000000 Penalty: 6038.256836
	Iteration 117Q: 3 clusters Score -2.894918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -28949206.000000 Penalty: 6038.256836
	Iteration 118Q: 3 clusters Score -2.894921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 191468 members 
Entering Unmasked Estep 
Score: -28949198.000000 Penalty: 6038.256836
	Iteration 119Q: 3 clusters Score -2.89492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 191483 members 
Entering Unmasked Estep 
Score: -28949196.000000 Penalty: 6038.256836
	Iteration 120F: 3 clusters Score -2.89492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 191500 members 
Entering Unmasked Estep 
Score: -28949196.000000 Penalty: 6038.256836
	Iteration 121Q: 3 clusters Score -2.89492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 191513 members 
Entering Unmasked Estep 
Score: -28949172.000000 Penalty: 6038.256836
	Iteration 122Q: 3 clusters Score -2.894917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 191522 members 
Entering Unmasked Estep 
Score: -28949186.000000 Penalty: 6038.256836
	Iteration 123Q: 3 clusters Score -2.894919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 191530 members 
Entering Unmasked Estep 
Score: -28949184.000000 Penalty: 6038.256836
	Iteration 124Q: 3 clusters Score -2.894918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 191543 members 
Entering Unmasked Estep 
Score: -28949220.000000 Penalty: 6038.256836
	Iteration 125Q: 3 clusters Score -2.894922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 191547 members 
Entering Unmasked Estep 
Score: -28949226.000000 Penalty: 6038.256836
	Iteration 126Q: 3 clusters Score -2.894923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 191552 members 
Entering Unmasked Estep 
Score: -28949210.000000 Penalty: 6038.256836
	Iteration 127Q: 3 clusters Score -2.894921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 191559 members 
Entering Unmasked Estep 
Score: -28949208.000000 Penalty: 6038.256836
	Iteration 128Q: 3 clusters Score -2.894921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 191565 members 
Entering Unmasked Estep 
Score: -28949198.000000 Penalty: 6038.256836
	Iteration 129Q: 3 clusters Score -2.89492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 191574 members 
Entering Unmasked Estep 
Score: -28949196.000000 Penalty: 6038.256836
	Iteration 130Q: 3 clusters Score -2.89492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 191583 members 
Entering Unmasked Estep 
Score: -28949196.000000 Penalty: 6038.256836
	Iteration 131Q: 3 clusters Score -2.89492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 191589 members 
Entering Unmasked Estep 
Score: -28949194.000000 Penalty: 6038.256836
	Iteration 132Q: 3 clusters Score -2.894919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 191600 members 
Entering Unmasked Estep 
Score: -28949194.000000 Penalty: 6038.256836
	Iteration 133Q: 3 clusters Score -2.894919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 191610 members 
Entering Unmasked Estep 
Score: -28949206.000000 Penalty: 6038.256836
	Iteration 134Q: 3 clusters Score -2.894921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 191622 members 
Entering Unmasked Estep 
Score: -28949188.000000 Penalty: 6038.256836
	Iteration 135Q: 3 clusters Score -2.894919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 191629 members 
Entering Unmasked Estep 
Score: -28949204.000000 Penalty: 6038.256836
	Iteration 136Q: 3 clusters Score -2.89492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 191636 members 
Entering Unmasked Estep 
Score: -28949192.000000 Penalty: 6038.256836
	Iteration 137Q: 3 clusters Score -2.894919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 191639 members 
Entering Unmasked Estep 
Score: -28949190.000000 Penalty: 6038.256836
	Iteration 138Q: 3 clusters Score -2.894919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 191642 members 
Entering Unmasked Estep 
Score: -28949192.000000 Penalty: 6038.256836
	Iteration 139Q: 3 clusters Score -2.894919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 191644 members 
Entering Unmasked Estep 
Score: -28949182.000000 Penalty: 6038.256836
	Iteration 140F: 3 clusters Score -2.894918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 191646 members 
Entering Unmasked Estep 
Score: -28949192.000000 Penalty: 6038.256836
	Iteration 141Q: 3 clusters Score -2.894919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 191648 members 
Entering Unmasked Estep 
Score: -28949198.000000 Penalty: 6038.256836
	Iteration 142Q: 3 clusters Score -2.89492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 191653 members 
Entering Unmasked Estep 
Score: -28949206.000000 Penalty: 6038.256836
	Iteration 143Q: 3 clusters Score -2.894921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 191654 members 
Entering Unmasked Estep 
Score: -28949206.000000 Penalty: 6038.256836
	Iteration 144Q: 3 clusters Score -2.894921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 191660 members 
Entering Unmasked Estep 
Score: -28949214.000000 Penalty: 6038.256836
	Iteration 145Q: 3 clusters Score -2.894921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 191666 members 
Entering Unmasked Estep 
Score: -28949218.000000 Penalty: 6038.256836
	Iteration 146Q: 3 clusters Score -2.894922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 191676 members 
Entering Unmasked Estep 
Score: -28949222.000000 Penalty: 6038.256836
	Iteration 147Q: 3 clusters Score -2.894922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 191688 members 
Entering Unmasked Estep 
Score: -28949206.000000 Penalty: 6038.256836
	Iteration 148Q: 3 clusters Score -2.894921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 191697 members 
Entering Unmasked Estep 
Score: -28949222.000000 Penalty: 6038.256836
	Iteration 149Q: 3 clusters Score -2.894922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 191707 members 
Entering Unmasked Estep 
Score: -28949222.000000 Penalty: 6038.256836
	Iteration 150Q: 3 clusters Score -2.894922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 191710 members 
Entering Unmasked Estep 
Score: -28949242.000000 Penalty: 6038.256836
	Iteration 151Q: 3 clusters Score -2.894924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 191711 members 
Entering Unmasked Estep 
Score: -28949236.000000 Penalty: 6038.256836
	Iteration 152Q: 3 clusters Score -2.894924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 191712 members 
Entering Unmasked Estep 
Score: -28949234.000000 Penalty: 6038.256836
	Iteration 153Q: 3 clusters Score -2.894923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 191714 members 
Entering Unmasked Estep 
Score: -28949240.000000 Penalty: 6038.256836
	Iteration 154Q: 3 clusters Score -2.894924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 191718 members 
Entering Unmasked Estep 
Score: -28949228.000000 Penalty: 6038.256836
	Iteration 155Q: 3 clusters Score -2.894923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 191720 members 
Entering Unmasked Estep 
Score: -28949238.000000 Penalty: 6038.256836
	Iteration 156Q: 3 clusters Score -2.894924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 191719 members 
Entering Unmasked Estep 
Score: -28949246.000000 Penalty: 6038.256836
	Iteration 157Q: 3 clusters Score -2.894925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 191720 members 
Entering Unmasked Estep 
Score: -28949226.000000 Penalty: 6038.256836
	Iteration 158Q: 3 clusters Score -2.894923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 191719 members 
Entering Unmasked Estep 
Score: -28949220.000000 Penalty: 6038.256836
	Iteration 159Q: 3 clusters Score -2.894922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 191719 members 
Entering Unmasked Estep 
Score: -28949220.000000 Penalty: 6038.256836
	Iteration 160F: 3 clusters Score -2.894922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -39673.847656 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -39673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38425.105469 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -38425.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38573.644531 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -38573.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38622.917969 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -38622.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38649.695312 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -38649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38665.519531 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -38665.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38673.242188 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -38673.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38696.343750 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -38696.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38705.687500 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -38705.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38706.886719 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -38706.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38706.886719 Penalty: 2837.274658
	Iteration 9F: 3 clusters Score -38706.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Entering Unmasked Estep 
Score: -24121700.000000 Penalty: 2974.514648
	Iteration 0F: 2 clusters Score -2.41217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -24019750.000000 Penalty: 5949.029297
	Iteration 0F: 3 clusters Score -2.401975e+07 nChanged 77340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -24065814.000000 Penalty: 5949.029297
	Iteration 1F: 3 clusters Score -2.406581e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -24067842.000000 Penalty: 5949.029297
	Iteration 2Q: 3 clusters Score -2.406784e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -24070844.000000 Penalty: 5949.029297
	Iteration 3Q: 3 clusters Score -2.407084e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -24075384.000000 Penalty: 5949.029297
	Iteration 4F: 3 clusters Score -2.407538e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -24082254.000000 Penalty: 5949.029297
	Iteration 5F: 3 clusters Score -2.408225e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -24091004.000000 Penalty: 5949.029297
	Iteration 6F: 3 clusters Score -2.4091e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -24099894.000000 Penalty: 5949.029297
	Iteration 7F: 3 clusters Score -2.409989e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 130995 members 
Entering Unmasked Estep 
Score: -24106908.000000 Penalty: 5949.029297
	Iteration 8F: 3 clusters Score -2.410691e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 137055 members 
Entering Unmasked Estep 
Score: -24110914.000000 Penalty: 5949.029297
	Iteration 9Q: 3 clusters Score -2.411091e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 141827 members 
Entering Unmasked Estep 
Score: -24113246.000000 Penalty: 5949.029297
	Iteration 10Q: 3 clusters Score -2.411325e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 145791 members 
Entering Unmasked Estep 
Score: -24114620.000000 Penalty: 5949.029297
	Iteration 11Q: 3 clusters Score -2.411462e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 149005 members 
Entering Unmasked Estep 
Score: -24115726.000000 Penalty: 5949.029297
	Iteration 12Q: 3 clusters Score -2.411573e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 151528 members 
Entering Unmasked Estep 
Score: -24116578.000000 Penalty: 5949.029297
	Iteration 13Q: 3 clusters Score -2.411658e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -24117262.000000 Penalty: 5949.029297
	Iteration 14Q: 3 clusters Score -2.411726e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 154860 members 
Entering Unmasked Estep 
Score: -24117710.000000 Penalty: 5949.029297
	Iteration 15Q: 3 clusters Score -2.411771e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -24118080.000000 Penalty: 5949.029297
	Iteration 16Q: 3 clusters Score -2.411808e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -24118348.000000 Penalty: 5949.029297
	Iteration 17Q: 3 clusters Score -2.411835e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -24118626.000000 Penalty: 5949.029297
	Iteration 18Q: 3 clusters Score -2.411863e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 157632 members 
Entering Unmasked Estep 
Score: -24118634.000000 Penalty: 5949.029297
	Iteration 19Q: 3 clusters Score -2.411863e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -24118754.000000 Penalty: 5949.029297
	Iteration 20F: 3 clusters Score -2.411875e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -24118850.000000 Penalty: 5949.029297
	Iteration 21Q: 3 clusters Score -2.411885e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -24118942.000000 Penalty: 5949.029297
	Iteration 22Q: 3 clusters Score -2.411894e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -24118938.000000 Penalty: 5949.029297
	Iteration 23Q: 3 clusters Score -2.411894e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 158672 members 
Entering Unmasked Estep 
Score: -24119046.000000 Penalty: 5949.029297
	Iteration 24Q: 3 clusters Score -2.411905e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 158763 members 
Entering Unmasked Estep 
Score: -24119052.000000 Penalty: 5949.029297
	Iteration 25Q: 3 clusters Score -2.411905e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 158851 members 
Entering Unmasked Estep 
Score: -24119110.000000 Penalty: 5949.029297
	Iteration 26Q: 3 clusters Score -2.411911e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 158930 members 
Entering Unmasked Estep 
Score: -24119216.000000 Penalty: 5949.029297
	Iteration 27Q: 3 clusters Score -2.411922e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -24119314.000000 Penalty: 5949.029297
	Iteration 28Q: 3 clusters Score -2.411931e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -24119350.000000 Penalty: 5949.029297
	Iteration 29Q: 3 clusters Score -2.411935e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -24119392.000000 Penalty: 5949.029297
	Iteration 30Q: 3 clusters Score -2.411939e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -24119396.000000 Penalty: 5949.029297
	Iteration 31Q: 3 clusters Score -2.41194e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -24119436.000000 Penalty: 5949.029297
	Iteration 32Q: 3 clusters Score -2.411944e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -24119458.000000 Penalty: 5949.029297
	Iteration 33Q: 3 clusters Score -2.411946e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 159200 members 
Entering Unmasked Estep 
Score: -24119508.000000 Penalty: 5949.029297
	Iteration 34Q: 3 clusters Score -2.411951e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 159228 members 
Entering Unmasked Estep 
Score: -24119498.000000 Penalty: 5949.029297
	Iteration 35Q: 3 clusters Score -2.41195e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 159254 members 
Entering Unmasked Estep 
Score: -24119546.000000 Penalty: 5949.029297
	Iteration 36Q: 3 clusters Score -2.411955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 159266 members 
Entering Unmasked Estep 
Score: -24119584.000000 Penalty: 5949.029297
	Iteration 37Q: 3 clusters Score -2.411958e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -24119568.000000 Penalty: 5949.029297
	Iteration 38Q: 3 clusters Score -2.411957e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 159298 members 
Entering Unmasked Estep 
Score: -24119604.000000 Penalty: 5949.029297
	Iteration 39Q: 3 clusters Score -2.41196e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 159291 members 
Entering Unmasked Estep 
Score: -24119620.000000 Penalty: 5949.029297
	Iteration 40F: 3 clusters Score -2.411962e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 159287 members 
Entering Unmasked Estep 
Score: -24119612.000000 Penalty: 5949.029297
	Iteration 41Q: 3 clusters Score -2.411961e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 159287 members 
Entering Unmasked Estep 
Score: -24119632.000000 Penalty: 5949.029297
	Iteration 42Q: 3 clusters Score -2.411963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 159286 members 
Entering Unmasked Estep 
Score: -24119632.000000 Penalty: 5949.029297
	Iteration 43Q: 3 clusters Score -2.411963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -24119662.000000 Penalty: 5949.029297
	Iteration 44Q: 3 clusters Score -2.411966e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -24119654.000000 Penalty: 5949.029297
	Iteration 45Q: 3 clusters Score -2.411965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 159291 members 
Entering Unmasked Estep 
Score: -24119664.000000 Penalty: 5949.029297
	Iteration 46Q: 3 clusters Score -2.411966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -24119650.000000 Penalty: 5949.029297
	Iteration 47Q: 3 clusters Score -2.411965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -24119648.000000 Penalty: 5949.029297
	Iteration 48Q: 3 clusters Score -2.411965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -24119660.000000 Penalty: 5949.029297
	Iteration 49Q: 3 clusters Score -2.411966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -24119664.000000 Penalty: 5949.029297
	Iteration 50Q: 3 clusters Score -2.411966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 159286 members 
Entering Unmasked Estep 
Score: -24119676.000000 Penalty: 5949.029297
	Iteration 51Q: 3 clusters Score -2.411968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -24119684.000000 Penalty: 5949.029297
	Iteration 52Q: 3 clusters Score -2.411968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -24119682.000000 Penalty: 5949.029297
	Iteration 53Q: 3 clusters Score -2.411968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -24119682.000000 Penalty: 5949.029297
	Iteration 54F: 3 clusters Score -2.411968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -301692.593750 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -301692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -299010.062500 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -299010.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -299441.031250 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -299441 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -299550.343750 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -299550.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -299608.593750 Penalty: 3783.261963
	Iteration 3Q: 3 clusters Score -299608.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -299635.750000 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -299635.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -299657.406250 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -299657.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -299674.656250 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -299674.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -299686.468750 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -299686.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -299697.375000 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -299697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -299706.812500 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -299706.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -299718.093750 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -299718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -299725.906250 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -299725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -299733.812500 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -299733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -299742.343750 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -299742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -299747.750000 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -299747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -299752.937500 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -299752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -299755.031250 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -299755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -299755.687500 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -299755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -299757.343750 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -299757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -299757.343750 Penalty: 3783.261963
	Iteration 19F: 3 clusters Score -299757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -188311.203125 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -188311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -185970.562500 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -185970.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -186401.812500 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -186401.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186563.343750 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -186563.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -186676.250000 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -186676.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186761.640625 Penalty: 3663.689453
	Iteration 4Q: 3 clusters Score -186761.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186848.390625 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -186848.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -186930.843750 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -186930.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -187016.453125 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -187016.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -187112.671875 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -187112.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -187189.312500 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -187189.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -187251.578125 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -187251.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -187293.656250 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -187293.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -187321.531250 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -187321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -187342.609375 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -187342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -187352.859375 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -187352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -187359.078125 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -187359.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187363.296875 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -187363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187364.890625 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -187364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187367.937500 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -187367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -187370.234375 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -187370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -187373.921875 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -187373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -187378.500000 Penalty: 3663.689453
	Iteration 21Q: 3 clusters Score -187378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -187388.031250 Penalty: 3663.689453
	Iteration 22Q: 3 clusters Score -187388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187393.750000 Penalty: 3663.689453
	Iteration 23Q: 3 clusters Score -187393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -187396.531250 Penalty: 3663.689453
	Iteration 24Q: 3 clusters Score -187396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187400.343750 Penalty: 3663.689453
	Iteration 25Q: 3 clusters Score -187400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187404.625000 Penalty: 3663.689453
	Iteration 26Q: 3 clusters Score -187404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -187408.343750 Penalty: 3663.689453
	Iteration 27Q: 3 clusters Score -187408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -187412.109375 Penalty: 3663.689453
	Iteration 28Q: 3 clusters Score -187412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -187414.187500 Penalty: 3663.689453
	Iteration 29Q: 3 clusters Score -187414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -187417.687500 Penalty: 3663.689453
	Iteration 30Q: 3 clusters Score -187417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -187421.656250 Penalty: 3663.689453
	Iteration 31Q: 3 clusters Score -187421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -187423.296875 Penalty: 3663.689453
	Iteration 32Q: 3 clusters Score -187423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -187424.656250 Penalty: 3663.689453
	Iteration 33Q: 3 clusters Score -187424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -187428.578125 Penalty: 3663.689453
	Iteration 34Q: 3 clusters Score -187428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -187433.687500 Penalty: 3663.689453
	Iteration 35Q: 3 clusters Score -187433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -187436.828125 Penalty: 3663.689453
	Iteration 36Q: 3 clusters Score -187436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -187439.843750 Penalty: 3663.689453
	Iteration 37Q: 3 clusters Score -187439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -187442.859375 Penalty: 3663.689453
	Iteration 38Q: 3 clusters Score -187442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -187446.156250 Penalty: 3663.689453
	Iteration 39Q: 3 clusters Score -187446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -187446.781250 Penalty: 3663.689453
	Iteration 40F: 3 clusters Score -187446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -2029181.625000 Penalty: 2364.005127
	Iteration 0F: 2 clusters Score -2029182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2019066.875000 Penalty: 4728.010254
	Iteration 0F: 3 clusters Score -2019067 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2022173.250000 Penalty: 4728.010254
	Iteration 1F: 3 clusters Score -2022173 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2022461.250000 Penalty: 4728.010254
	Iteration 2F: 3 clusters Score -2022461 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2022697.875000 Penalty: 4728.010254
	Iteration 3Q: 3 clusters Score -2022698 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2022886.125000 Penalty: 4728.010254
	Iteration 4Q: 3 clusters Score -2022886 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2023065.750000 Penalty: 4728.010254
	Iteration 5Q: 3 clusters Score -2023066 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2023212.875000 Penalty: 4728.010254
	Iteration 6Q: 3 clusters Score -2023213 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2023367.750000 Penalty: 4728.010254
	Iteration 7Q: 3 clusters Score -2023368 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2023526.750000 Penalty: 4728.010254
	Iteration 8Q: 3 clusters Score -2023527 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2023691.500000 Penalty: 4728.010254
	Iteration 9Q: 3 clusters Score -2023692 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2023838.750000 Penalty: 4728.010254
	Iteration 10Q: 3 clusters Score -2023839 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2024006.000000 Penalty: 4728.010254
	Iteration 11Q: 3 clusters Score -2024006 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2024223.875000 Penalty: 4728.010254
	Iteration 12Q: 3 clusters Score -2024224 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2024495.250000 Penalty: 4728.010254
	Iteration 13Q: 3 clusters Score -2024495 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2024821.000000 Penalty: 4728.010254
	Iteration 14Q: 3 clusters Score -2024821 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2025161.750000 Penalty: 4728.010254
	Iteration 15Q: 3 clusters Score -2025162 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2025500.500000 Penalty: 4728.010254
	Iteration 16Q: 3 clusters Score -2025500 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2025841.375000 Penalty: 4728.010254
	Iteration 17Q: 3 clusters Score -2025841 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2026091.375000 Penalty: 4728.010254
	Iteration 18Q: 3 clusters Score -2026091 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2026312.875000 Penalty: 4728.010254
	Iteration 19Q: 3 clusters Score -2026313 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2026480.625000 Penalty: 4728.010254
	Iteration 20F: 3 clusters Score -2026481 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2026601.125000 Penalty: 4728.010254
	Iteration 21Q: 3 clusters Score -2026601 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2026715.500000 Penalty: 4728.010254
	Iteration 22Q: 3 clusters Score -2026716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2026805.625000 Penalty: 4728.010254
	Iteration 23Q: 3 clusters Score -2026806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2026883.750000 Penalty: 4728.010254
	Iteration 24Q: 3 clusters Score -2026884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2026920.500000 Penalty: 4728.010254
	Iteration 25Q: 3 clusters Score -2026920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2026957.000000 Penalty: 4728.010254
	Iteration 26Q: 3 clusters Score -2026957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2026990.875000 Penalty: 4728.010254
	Iteration 27Q: 3 clusters Score -2026991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2027019.375000 Penalty: 4728.010254
	Iteration 28Q: 3 clusters Score -2027019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2027054.875000 Penalty: 4728.010254
	Iteration 29Q: 3 clusters Score -2027055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2027076.125000 Penalty: 4728.010254
	Iteration 30Q: 3 clusters Score -2027076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2027091.125000 Penalty: 4728.010254
	Iteration 31Q: 3 clusters Score -2027091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2027107.125000 Penalty: 4728.010254
	Iteration 32Q: 3 clusters Score -2027107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2027116.125000 Penalty: 4728.010254
	Iteration 33Q: 3 clusters Score -2027116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2027131.000000 Penalty: 4728.010254
	Iteration 34Q: 3 clusters Score -2027131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2027135.375000 Penalty: 4728.010254
	Iteration 35Q: 3 clusters Score -2027135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2027140.500000 Penalty: 4728.010254
	Iteration 36Q: 3 clusters Score -2027140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2027143.750000 Penalty: 4728.010254
	Iteration 37Q: 3 clusters Score -2027144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2027144.375000 Penalty: 4728.010254
	Iteration 38Q: 3 clusters Score -2027144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2027144.250000 Penalty: 4728.010254
	Iteration 39Q: 3 clusters Score -2027144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2027144.250000 Penalty: 4728.010254
	Iteration 40F: 3 clusters Score -2027144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Entering Unmasked Estep 
Score: -5937169.500000 Penalty: 2646.177490
	Iteration 0F: 2 clusters Score -5937170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5907926.500000 Penalty: 5292.354980
	Iteration 0F: 3 clusters Score -5907926 nChanged 19758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5918998.500000 Penalty: 5292.354980
	Iteration 1F: 3 clusters Score -5918998 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5919776.000000 Penalty: 5292.354980
	Iteration 2Q: 3 clusters Score -5919776 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5920792.000000 Penalty: 5292.354980
	Iteration 3Q: 3 clusters Score -5920792 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5922077.500000 Penalty: 5292.354980
	Iteration 4F: 3 clusters Score -5922078 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5923570.500000 Penalty: 5292.354980
	Iteration 5F: 3 clusters Score -5923570 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5925080.000000 Penalty: 5292.354980
	Iteration 6F: 3 clusters Score -5925080 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5926688.000000 Penalty: 5292.354980
	Iteration 7F: 3 clusters Score -5926688 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5928085.500000 Penalty: 5292.354980
	Iteration 8F: 3 clusters Score -5928086 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5929235.500000 Penalty: 5292.354980
	Iteration 9Q: 3 clusters Score -5929236 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -5930087.000000 Penalty: 5292.354980
	Iteration 10Q: 3 clusters Score -5930087 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5930574.000000 Penalty: 5292.354980
	Iteration 11Q: 3 clusters Score -5930574 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5930911.000000 Penalty: 5292.354980
	Iteration 12Q: 3 clusters Score -5930911 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -5931258.500000 Penalty: 5292.354980
	Iteration 13Q: 3 clusters Score -5931258 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -5931576.000000 Penalty: 5292.354980
	Iteration 14Q: 3 clusters Score -5931576 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -5931816.500000 Penalty: 5292.354980
	Iteration 15Q: 3 clusters Score -5931816 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -5932121.500000 Penalty: 5292.354980
	Iteration 16Q: 3 clusters Score -5932122 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5932411.500000 Penalty: 5292.354980
	Iteration 17Q: 3 clusters Score -5932412 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -5932679.000000 Penalty: 5292.354980
	Iteration 18Q: 3 clusters Score -5932679 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -5932937.500000 Penalty: 5292.354980
	Iteration 19Q: 3 clusters Score -5932938 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -5933208.500000 Penalty: 5292.354980
	Iteration 20F: 3 clusters Score -5933208 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -5933496.500000 Penalty: 5292.354980
	Iteration 21Q: 3 clusters Score -5933496 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -5933731.000000 Penalty: 5292.354980
	Iteration 22Q: 3 clusters Score -5933731 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5933953.500000 Penalty: 5292.354980
	Iteration 23Q: 3 clusters Score -5933954 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -5934183.500000 Penalty: 5292.354980
	Iteration 24Q: 3 clusters Score -5934184 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -5934325.000000 Penalty: 5292.354980
	Iteration 25Q: 3 clusters Score -5934325 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -5934417.000000 Penalty: 5292.354980
	Iteration 26Q: 3 clusters Score -5934417 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5934501.500000 Penalty: 5292.354980
	Iteration 27Q: 3 clusters Score -5934502 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5934573.000000 Penalty: 5292.354980
	Iteration 28Q: 3 clusters Score -5934573 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -5934674.000000 Penalty: 5292.354980
	Iteration 29Q: 3 clusters Score -5934674 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -5934772.500000 Penalty: 5292.354980
	Iteration 30Q: 3 clusters Score -5934772 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5934851.000000 Penalty: 5292.354980
	Iteration 31Q: 3 clusters Score -5934851 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -5934898.000000 Penalty: 5292.354980
	Iteration 32Q: 3 clusters Score -5934898 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -5934960.000000 Penalty: 5292.354980
	Iteration 33Q: 3 clusters Score -5934960 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5934999.000000 Penalty: 5292.354980
	Iteration 34Q: 3 clusters Score -5934999 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -5935069.000000 Penalty: 5292.354980
	Iteration 35Q: 3 clusters Score -5935069 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -5935070.500000 Penalty: 5292.354980
	Iteration 36Q: 3 clusters Score -5935070 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -5935107.500000 Penalty: 5292.354980
	Iteration 37Q: 3 clusters Score -5935108 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5935136.000000 Penalty: 5292.354980
	Iteration 38Q: 3 clusters Score -5935136 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5935170.500000 Penalty: 5292.354980
	Iteration 39Q: 3 clusters Score -5935170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -5935189.000000 Penalty: 5292.354980
	Iteration 40F: 3 clusters Score -5935189 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5935222.000000 Penalty: 5292.354980
	Iteration 41Q: 3 clusters Score -5935222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -5935240.500000 Penalty: 5292.354980
	Iteration 42Q: 3 clusters Score -5935240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -5935263.500000 Penalty: 5292.354980
	Iteration 43Q: 3 clusters Score -5935264 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5935284.000000 Penalty: 5292.354980
	Iteration 44Q: 3 clusters Score -5935284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -5935304.500000 Penalty: 5292.354980
	Iteration 45Q: 3 clusters Score -5935304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5935332.000000 Penalty: 5292.354980
	Iteration 46Q: 3 clusters Score -5935332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5935352.500000 Penalty: 5292.354980
	Iteration 47Q: 3 clusters Score -5935352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5935371.000000 Penalty: 5292.354980
	Iteration 48Q: 3 clusters Score -5935371 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -5935388.000000 Penalty: 5292.354980
	Iteration 49Q: 3 clusters Score -5935388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5935403.500000 Penalty: 5292.354980
	Iteration 50Q: 3 clusters Score -5935404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -5935424.500000 Penalty: 5292.354980
	Iteration 51Q: 3 clusters Score -5935424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5935437.500000 Penalty: 5292.354980
	Iteration 52Q: 3 clusters Score -5935438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5935451.500000 Penalty: 5292.354980
	Iteration 53Q: 3 clusters Score -5935452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5935456.500000 Penalty: 5292.354980
	Iteration 54Q: 3 clusters Score -5935456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5935451.500000 Penalty: 5292.354980
	Iteration 55Q: 3 clusters Score -5935452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -5935443.000000 Penalty: 5292.354980
	Iteration 56Q: 3 clusters Score -5935443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5935452.000000 Penalty: 5292.354980
	Iteration 57Q: 3 clusters Score -5935452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5935456.500000 Penalty: 5292.354980
	Iteration 58Q: 3 clusters Score -5935456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -5935477.000000 Penalty: 5292.354980
	Iteration 59Q: 3 clusters Score -5935477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -5935487.500000 Penalty: 5292.354980
	Iteration 60F: 3 clusters Score -5935488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5935486.500000 Penalty: 5292.354980
	Iteration 61Q: 3 clusters Score -5935486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5935491.500000 Penalty: 5292.354980
	Iteration 62Q: 3 clusters Score -5935492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5935493.000000 Penalty: 5292.354980
	Iteration 63Q: 3 clusters Score -5935493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5935489.500000 Penalty: 5292.354980
	Iteration 64Q: 3 clusters Score -5935490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -5935496.000000 Penalty: 5292.354980
	Iteration 65Q: 3 clusters Score -5935496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5935496.500000 Penalty: 5292.354980
	Iteration 66Q: 3 clusters Score -5935496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5935500.500000 Penalty: 5292.354980
	Iteration 67Q: 3 clusters Score -5935500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -5935505.000000 Penalty: 5292.354980
	Iteration 68Q: 3 clusters Score -5935505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5935507.500000 Penalty: 5292.354980
	Iteration 69Q: 3 clusters Score -5935508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5935514.500000 Penalty: 5292.354980
	Iteration 70Q: 3 clusters Score -5935514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5935517.500000 Penalty: 5292.354980
	Iteration 71Q: 3 clusters Score -5935518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -5935522.500000 Penalty: 5292.354980
	Iteration 72Q: 3 clusters Score -5935522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5935528.500000 Penalty: 5292.354980
	Iteration 73Q: 3 clusters Score -5935528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5935522.500000 Penalty: 5292.354980
	Iteration 74Q: 3 clusters Score -5935522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -5935529.000000 Penalty: 5292.354980
	Iteration 75Q: 3 clusters Score -5935529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5935526.500000 Penalty: 5292.354980
	Iteration 76Q: 3 clusters Score -5935526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5935532.000000 Penalty: 5292.354980
	Iteration 77Q: 3 clusters Score -5935532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5935527.500000 Penalty: 5292.354980
	Iteration 78Q: 3 clusters Score -5935528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5935531.500000 Penalty: 5292.354980
	Iteration 79Q: 3 clusters Score -5935532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5935526.500000 Penalty: 5292.354980
	Iteration 80F: 3 clusters Score -5935526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5935539.000000 Penalty: 5292.354980
	Iteration 81Q: 3 clusters Score -5935539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5935533.000000 Penalty: 5292.354980
	Iteration 82Q: 3 clusters Score -5935533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5935538.500000 Penalty: 5292.354980
	Iteration 83Q: 3 clusters Score -5935538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -5935534.500000 Penalty: 5292.354980
	Iteration 84Q: 3 clusters Score -5935534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5935539.000000 Penalty: 5292.354980
	Iteration 85Q: 3 clusters Score -5935539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5935533.500000 Penalty: 5292.354980
	Iteration 86Q: 3 clusters Score -5935534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5935528.000000 Penalty: 5292.354980
	Iteration 87Q: 3 clusters Score -5935528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5935529.500000 Penalty: 5292.354980
	Iteration 88Q: 3 clusters Score -5935530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -5935523.500000 Penalty: 5292.354980
	Iteration 89Q: 3 clusters Score -5935524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -5935523.000000 Penalty: 5292.354980
	Iteration 90Q: 3 clusters Score -5935523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5935521.500000 Penalty: 5292.354980
	Iteration 91Q: 3 clusters Score -5935522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5935532.000000 Penalty: 5292.354980
	Iteration 92Q: 3 clusters Score -5935532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5935534.000000 Penalty: 5292.354980
	Iteration 93Q: 3 clusters Score -5935534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5935527.500000 Penalty: 5292.354980
	Iteration 94Q: 3 clusters Score -5935528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5935530.500000 Penalty: 5292.354980
	Iteration 95Q: 3 clusters Score -5935530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5935525.000000 Penalty: 5292.354980
	Iteration 96Q: 3 clusters Score -5935525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5935528.000000 Penalty: 5292.354980
	Iteration 97Q: 3 clusters Score -5935528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -5935528.500000 Penalty: 5292.354980
	Iteration 98Q: 3 clusters Score -5935528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5935531.000000 Penalty: 5292.354980
	Iteration 99Q: 3 clusters Score -5935531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5935531.000000 Penalty: 5292.354980
	Iteration 100F: 3 clusters Score -5935531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -12691.801758 Penalty: 1185.222534
	Iteration 0F: 2 clusters Score -12691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11845.810547 Penalty: 2370.445068
	Iteration 0F: 3 clusters Score -11845.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11880.258789 Penalty: 2370.445068
	Iteration 1Q: 3 clusters Score -11880.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11890.791016 Penalty: 2370.445068
	Iteration 2Q: 3 clusters Score -11890.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11890.791016 Penalty: 2370.445068
	Iteration 3F: 3 clusters Score -11890.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Entering Unmasked Estep 
Score: -9573922.000000 Penalty: 2747.870850
	Iteration 0F: 2 clusters Score -9573922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -9530578.000000 Penalty: 5495.741699
	Iteration 0F: 3 clusters Score -9530578 nChanged 30247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -9547266.000000 Penalty: 5495.741699
	Iteration 1F: 3 clusters Score -9547266 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -9547898.000000 Penalty: 5495.741699
	Iteration 2Q: 3 clusters Score -9547898 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -9548766.000000 Penalty: 5495.741699
	Iteration 3Q: 3 clusters Score -9548766 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -9550252.000000 Penalty: 5495.741699
	Iteration 4Q: 3 clusters Score -9550252 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -9553020.000000 Penalty: 5495.741699
	Iteration 5F: 3 clusters Score -9553020 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -9557370.000000 Penalty: 5495.741699
	Iteration 6F: 3 clusters Score -9557370 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -9562724.000000 Penalty: 5495.741699
	Iteration 7F: 3 clusters Score -9562724 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -9567188.000000 Penalty: 5495.741699
	Iteration 8F: 3 clusters Score -9567188 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9569936.000000 Penalty: 5495.741699
	Iteration 9Q: 3 clusters Score -9569936 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9571238.000000 Penalty: 5495.741699
	Iteration 10Q: 3 clusters Score -9571238 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9571951.000000 Penalty: 5495.741699
	Iteration 11Q: 3 clusters Score -9571951 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9572285.000000 Penalty: 5495.741699
	Iteration 12Q: 3 clusters Score -9572285 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9572458.000000 Penalty: 5495.741699
	Iteration 13Q: 3 clusters Score -9572458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9572556.000000 Penalty: 5495.741699
	Iteration 14Q: 3 clusters Score -9572556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9572595.000000 Penalty: 5495.741699
	Iteration 15Q: 3 clusters Score -9572595 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9572610.000000 Penalty: 5495.741699
	Iteration 16Q: 3 clusters Score -9572610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9572636.000000 Penalty: 5495.741699
	Iteration 17Q: 3 clusters Score -9572636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9572630.000000 Penalty: 5495.741699
	Iteration 18Q: 3 clusters Score -9572630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9572641.000000 Penalty: 5495.741699
	Iteration 19Q: 3 clusters Score -9572641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9572627.000000 Penalty: 5495.741699
	Iteration 20F: 3 clusters Score -9572627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9572639.000000 Penalty: 5495.741699
	Iteration 21Q: 3 clusters Score -9572639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9572643.000000 Penalty: 5495.741699
	Iteration 22Q: 3 clusters Score -9572643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9572640.000000 Penalty: 5495.741699
	Iteration 23Q: 3 clusters Score -9572640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -9572641.000000 Penalty: 5495.741699
	Iteration 24Q: 3 clusters Score -9572641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9572644.000000 Penalty: 5495.741699
	Iteration 25Q: 3 clusters Score -9572644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9572638.000000 Penalty: 5495.741699
	Iteration 26Q: 3 clusters Score -9572638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9572639.000000 Penalty: 5495.741699
	Iteration 27Q: 3 clusters Score -9572639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9572644.000000 Penalty: 5495.741699
	Iteration 28Q: 3 clusters Score -9572644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9572652.000000 Penalty: 5495.741699
	Iteration 29Q: 3 clusters Score -9572652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -9572648.000000 Penalty: 5495.741699
	Iteration 30Q: 3 clusters Score -9572648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9572644.000000 Penalty: 5495.741699
	Iteration 31Q: 3 clusters Score -9572644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9572644.000000 Penalty: 5495.741699
	Iteration 32F: 3 clusters Score -9572644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -64030.085938 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -64030.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62504.542969 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -62504.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62691.988281 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -62691.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62757.996094 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -62758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62784.972656 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -62784.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62794.109375 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62794.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62808.542969 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62808.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62826.148438 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62826.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62841.953125 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62841.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62856.707031 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62856.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62871.187500 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -62871.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62877.804688 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -62877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62887.468750 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -62887.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62903.265625 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -62903.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62914.945312 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -62914.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62930.609375 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -62930.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62938.738281 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -62938.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62941.550781 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -62941.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62943.296875 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -62943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62945.785156 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -62945.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62946.734375 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -62946.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62946.734375 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -62946.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -191433.796875 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -191433.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -189241.843750 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -189241.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -189548.234375 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -189548.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189666.187500 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -189666.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -189727.796875 Penalty: 3556.379395
	Iteration 3Q: 3 clusters Score -189727.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189768.859375 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -189768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -189799.015625 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -189799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -189820.937500 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -189820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189850.875000 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -189850.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189886.734375 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -189886.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189909.125000 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -189909.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -189937.312500 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -189937.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -189959.734375 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -189959.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -189972.484375 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -189972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -189995.140625 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -189995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190008.171875 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -190008.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -190025.234375 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -190025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -190046.421875 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -190046.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190059.734375 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -190059.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -190074.296875 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -190074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -190078.937500 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -190078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190084.875000 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -190084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -190092.671875 Penalty: 3556.379395
	Iteration 21Q: 3 clusters Score -190092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190094.015625 Penalty: 3556.379395
	Iteration 22Q: 3 clusters Score -190094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -190095.796875 Penalty: 3556.379395
	Iteration 23Q: 3 clusters Score -190095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190100.187500 Penalty: 3556.379395
	Iteration 24Q: 3 clusters Score -190100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -190101.671875 Penalty: 3556.379395
	Iteration 25Q: 3 clusters Score -190101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -190102.421875 Penalty: 3556.379395
	Iteration 26Q: 3 clusters Score -190102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -190102.421875 Penalty: 3556.379395
	Iteration 27F: 3 clusters Score -190102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -136741.750000 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -136741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134853.984375 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -134854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135166.140625 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -135166.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135259.281250 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -135259.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135314.281250 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -135314.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135364.500000 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -135364.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135392.250000 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -135392.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135407.593750 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -135407.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135419.843750 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -135419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135425.125000 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -135425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135434.062500 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -135434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135441.937500 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -135441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135449.515625 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -135449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135453.203125 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -135453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135454.625000 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -135454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135454.625000 Penalty: 3407.031006
	Iteration 14F: 3 clusters Score -135454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -877518.750000 Penalty: 2170.953613
	Iteration 0F: 2 clusters Score -877518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -872221.875000 Penalty: 4341.907227
	Iteration 0F: 3 clusters Score -872221.9 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -873647.750000 Penalty: 4341.907227
	Iteration 1F: 3 clusters Score -873647.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -873961.812500 Penalty: 4341.907227
	Iteration 2F: 3 clusters Score -873961.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -874246.062500 Penalty: 4341.907227
	Iteration 3F: 3 clusters Score -874246.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -874482.937500 Penalty: 4341.907227
	Iteration 4F: 3 clusters Score -874482.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -874672.000000 Penalty: 4341.907227
	Iteration 5Q: 3 clusters Score -874672 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -874835.437500 Penalty: 4341.907227
	Iteration 6Q: 3 clusters Score -874835.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -875001.062500 Penalty: 4341.907227
	Iteration 7Q: 3 clusters Score -875001.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -875150.625000 Penalty: 4341.907227
	Iteration 8Q: 3 clusters Score -875150.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -875327.312500 Penalty: 4341.907227
	Iteration 9Q: 3 clusters Score -875327.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -875477.000000 Penalty: 4341.907227
	Iteration 10Q: 3 clusters Score -875477 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -875620.937500 Penalty: 4341.907227
	Iteration 11Q: 3 clusters Score -875620.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -875721.625000 Penalty: 4341.907227
	Iteration 12Q: 3 clusters Score -875721.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -875801.062500 Penalty: 4341.907227
	Iteration 13Q: 3 clusters Score -875801.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -875847.000000 Penalty: 4341.907227
	Iteration 14Q: 3 clusters Score -875847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -875880.187500 Penalty: 4341.907227
	Iteration 15Q: 3 clusters Score -875880.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -875906.687500 Penalty: 4341.907227
	Iteration 16Q: 3 clusters Score -875906.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -875928.062500 Penalty: 4341.907227
	Iteration 17Q: 3 clusters Score -875928.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -875956.187500 Penalty: 4341.907227
	Iteration 18Q: 3 clusters Score -875956.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -875973.937500 Penalty: 4341.907227
	Iteration 19Q: 3 clusters Score -875973.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -875992.125000 Penalty: 4341.907227
	Iteration 20F: 3 clusters Score -875992.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -876002.562500 Penalty: 4341.907227
	Iteration 21Q: 3 clusters Score -876002.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -876012.437500 Penalty: 4341.907227
	Iteration 22Q: 3 clusters Score -876012.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -876021.812500 Penalty: 4341.907227
	Iteration 23Q: 3 clusters Score -876021.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -876032.562500 Penalty: 4341.907227
	Iteration 24Q: 3 clusters Score -876032.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -876044.250000 Penalty: 4341.907227
	Iteration 25Q: 3 clusters Score -876044.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -876069.000000 Penalty: 4341.907227
	Iteration 26Q: 3 clusters Score -876069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -876101.500000 Penalty: 4341.907227
	Iteration 27Q: 3 clusters Score -876101.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -876134.375000 Penalty: 4341.907227
	Iteration 28Q: 3 clusters Score -876134.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -876160.375000 Penalty: 4341.907227
	Iteration 29Q: 3 clusters Score -876160.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -876183.875000 Penalty: 4341.907227
	Iteration 30Q: 3 clusters Score -876183.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -876203.250000 Penalty: 4341.907227
	Iteration 31Q: 3 clusters Score -876203.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -876216.875000 Penalty: 4341.907227
	Iteration 32Q: 3 clusters Score -876216.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -876224.375000 Penalty: 4341.907227
	Iteration 33Q: 3 clusters Score -876224.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -876235.187500 Penalty: 4341.907227
	Iteration 34Q: 3 clusters Score -876235.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -876245.500000 Penalty: 4341.907227
	Iteration 35Q: 3 clusters Score -876245.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -876255.500000 Penalty: 4341.907227
	Iteration 36Q: 3 clusters Score -876255.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -876267.000000 Penalty: 4341.907227
	Iteration 37Q: 3 clusters Score -876267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -876277.312500 Penalty: 4341.907227
	Iteration 38Q: 3 clusters Score -876277.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -876281.187500 Penalty: 4341.907227
	Iteration 39Q: 3 clusters Score -876281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -876286.187500 Penalty: 4341.907227
	Iteration 40F: 3 clusters Score -876286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -876292.937500 Penalty: 4341.907227
	Iteration 41Q: 3 clusters Score -876292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -876294.000000 Penalty: 4341.907227
	Iteration 42Q: 3 clusters Score -876294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -876295.062500 Penalty: 4341.907227
	Iteration 43Q: 3 clusters Score -876295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -876294.687500 Penalty: 4341.907227
	Iteration 44Q: 3 clusters Score -876294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -876297.750000 Penalty: 4341.907227
	Iteration 45Q: 3 clusters Score -876297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -876297.750000 Penalty: 4341.907227
	Iteration 46Q: 3 clusters Score -876297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -876298.187500 Penalty: 4341.907227
	Iteration 47Q: 3 clusters Score -876298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -876298.187500 Penalty: 4341.907227
	Iteration 48F: 3 clusters Score -876298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -220177.531250 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -220177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -217810.156250 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -217810.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -218225.500000 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -218225.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -218365.843750 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -218365.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -218502.750000 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -218502.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -218681.031250 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -218681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -218832.046875 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -218832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -218954.437500 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -218954.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -219061.265625 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -219061.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -219171.203125 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -219171.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -219248.718750 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -219248.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219319.078125 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -219319.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219365.671875 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -219365.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -219409.531250 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -219409.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -219443.078125 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -219443.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -219462.109375 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -219462.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219478.593750 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -219478.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -219497.703125 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -219497.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219514.937500 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -219514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219527.546875 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -219527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -219539.796875 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -219539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219546.250000 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -219546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -219549.000000 Penalty: 3661.224854
	Iteration 21Q: 3 clusters Score -219549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -219552.937500 Penalty: 3661.224854
	Iteration 22Q: 3 clusters Score -219552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -219558.234375 Penalty: 3661.224854
	Iteration 23Q: 3 clusters Score -219558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -219559.953125 Penalty: 3661.224854
	Iteration 24Q: 3 clusters Score -219560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219560.671875 Penalty: 3661.224854
	Iteration 25Q: 3 clusters Score -219560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -219561.031250 Penalty: 3661.224854
	Iteration 26Q: 3 clusters Score -219561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -219561.031250 Penalty: 3661.224854
	Iteration 27F: 3 clusters Score -219561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -840011.812500 Penalty: 2160.642090
	Iteration 0F: 2 clusters Score -840011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -834807.187500 Penalty: 4321.284180
	Iteration 0F: 3 clusters Score -834807.2 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -836015.437500 Penalty: 4321.284180
	Iteration 1F: 3 clusters Score -836015.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -836246.125000 Penalty: 4321.284180
	Iteration 2F: 3 clusters Score -836246.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -836420.187500 Penalty: 4321.284180
	Iteration 3F: 3 clusters Score -836420.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -836527.937500 Penalty: 4321.284180
	Iteration 4Q: 3 clusters Score -836527.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -836600.062500 Penalty: 4321.284180
	Iteration 5Q: 3 clusters Score -836600.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -836657.437500 Penalty: 4321.284180
	Iteration 6Q: 3 clusters Score -836657.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -836696.937500 Penalty: 4321.284180
	Iteration 7Q: 3 clusters Score -836696.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -836729.062500 Penalty: 4321.284180
	Iteration 8Q: 3 clusters Score -836729.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -836750.687500 Penalty: 4321.284180
	Iteration 9Q: 3 clusters Score -836750.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -836771.875000 Penalty: 4321.284180
	Iteration 10Q: 3 clusters Score -836771.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -836786.562500 Penalty: 4321.284180
	Iteration 11Q: 3 clusters Score -836786.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -836806.250000 Penalty: 4321.284180
	Iteration 12Q: 3 clusters Score -836806.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -836826.375000 Penalty: 4321.284180
	Iteration 13Q: 3 clusters Score -836826.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -836841.937500 Penalty: 4321.284180
	Iteration 14Q: 3 clusters Score -836841.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -836860.312500 Penalty: 4321.284180
	Iteration 15Q: 3 clusters Score -836860.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -836875.625000 Penalty: 4321.284180
	Iteration 16Q: 3 clusters Score -836875.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -836887.000000 Penalty: 4321.284180
	Iteration 17Q: 3 clusters Score -836887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -836895.562500 Penalty: 4321.284180
	Iteration 18Q: 3 clusters Score -836895.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -836904.125000 Penalty: 4321.284180
	Iteration 19Q: 3 clusters Score -836904.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -836910.687500 Penalty: 4321.284180
	Iteration 20F: 3 clusters Score -836910.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -836917.000000 Penalty: 4321.284180
	Iteration 21Q: 3 clusters Score -836917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -836920.687500 Penalty: 4321.284180
	Iteration 22Q: 3 clusters Score -836920.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -836923.625000 Penalty: 4321.284180
	Iteration 23Q: 3 clusters Score -836923.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -836930.562500 Penalty: 4321.284180
	Iteration 24Q: 3 clusters Score -836930.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -836936.875000 Penalty: 4321.284180
	Iteration 25Q: 3 clusters Score -836936.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -836943.250000 Penalty: 4321.284180
	Iteration 26Q: 3 clusters Score -836943.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -836951.062500 Penalty: 4321.284180
	Iteration 27Q: 3 clusters Score -836951.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -836959.437500 Penalty: 4321.284180
	Iteration 28Q: 3 clusters Score -836959.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -836962.187500 Penalty: 4321.284180
	Iteration 29Q: 3 clusters Score -836962.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -836968.687500 Penalty: 4321.284180
	Iteration 30Q: 3 clusters Score -836968.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -836975.000000 Penalty: 4321.284180
	Iteration 31Q: 3 clusters Score -836975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -836982.687500 Penalty: 4321.284180
	Iteration 32Q: 3 clusters Score -836982.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -836993.375000 Penalty: 4321.284180
	Iteration 33Q: 3 clusters Score -836993.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -837004.062500 Penalty: 4321.284180
	Iteration 34Q: 3 clusters Score -837004.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -837012.750000 Penalty: 4321.284180
	Iteration 35Q: 3 clusters Score -837012.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -837024.250000 Penalty: 4321.284180
	Iteration 36Q: 3 clusters Score -837024.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -837033.750000 Penalty: 4321.284180
	Iteration 37Q: 3 clusters Score -837033.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -837048.875000 Penalty: 4321.284180
	Iteration 38Q: 3 clusters Score -837048.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -837058.687500 Penalty: 4321.284180
	Iteration 39Q: 3 clusters Score -837058.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -837069.125000 Penalty: 4321.284180
	Iteration 40F: 3 clusters Score -837069.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -837079.812500 Penalty: 4321.284180
	Iteration 41Q: 3 clusters Score -837079.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -837084.875000 Penalty: 4321.284180
	Iteration 42Q: 3 clusters Score -837084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -837095.250000 Penalty: 4321.284180
	Iteration 43Q: 3 clusters Score -837095.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -837101.875000 Penalty: 4321.284180
	Iteration 44Q: 3 clusters Score -837101.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -837109.125000 Penalty: 4321.284180
	Iteration 45Q: 3 clusters Score -837109.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -837119.187500 Penalty: 4321.284180
	Iteration 46Q: 3 clusters Score -837119.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -837126.437500 Penalty: 4321.284180
	Iteration 47Q: 3 clusters Score -837126.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -837136.375000 Penalty: 4321.284180
	Iteration 48Q: 3 clusters Score -837136.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -837143.812500 Penalty: 4321.284180
	Iteration 49Q: 3 clusters Score -837143.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -837155.312500 Penalty: 4321.284180
	Iteration 50Q: 3 clusters Score -837155.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -837161.875000 Penalty: 4321.284180
	Iteration 51Q: 3 clusters Score -837161.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -837171.812500 Penalty: 4321.284180
	Iteration 52Q: 3 clusters Score -837171.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -837186.562500 Penalty: 4321.284180
	Iteration 53Q: 3 clusters Score -837186.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -837202.750000 Penalty: 4321.284180
	Iteration 54Q: 3 clusters Score -837202.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -837216.312500 Penalty: 4321.284180
	Iteration 55Q: 3 clusters Score -837216.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -837237.187500 Penalty: 4321.284180
	Iteration 56Q: 3 clusters Score -837237.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -837268.062500 Penalty: 4321.284180
	Iteration 57Q: 3 clusters Score -837268.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -837310.562500 Penalty: 4321.284180
	Iteration 58Q: 3 clusters Score -837310.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -837350.500000 Penalty: 4321.284180
	Iteration 59Q: 3 clusters Score -837350.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -837400.562500 Penalty: 4321.284180
	Iteration 60F: 3 clusters Score -837400.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -837449.875000 Penalty: 4321.284180
	Iteration 61Q: 3 clusters Score -837449.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -837496.312500 Penalty: 4321.284180
	Iteration 62Q: 3 clusters Score -837496.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -837536.875000 Penalty: 4321.284180
	Iteration 63Q: 3 clusters Score -837536.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -837587.625000 Penalty: 4321.284180
	Iteration 64Q: 3 clusters Score -837587.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -837647.062500 Penalty: 4321.284180
	Iteration 65Q: 3 clusters Score -837647.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -837698.562500 Penalty: 4321.284180
	Iteration 66Q: 3 clusters Score -837698.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -837750.312500 Penalty: 4321.284180
	Iteration 67Q: 3 clusters Score -837750.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -837811.312500 Penalty: 4321.284180
	Iteration 68Q: 3 clusters Score -837811.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -837867.750000 Penalty: 4321.284180
	Iteration 69Q: 3 clusters Score -837867.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -837911.062500 Penalty: 4321.284180
	Iteration 70Q: 3 clusters Score -837911.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -837948.125000 Penalty: 4321.284180
	Iteration 71Q: 3 clusters Score -837948.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -837980.062500 Penalty: 4321.284180
	Iteration 72Q: 3 clusters Score -837980.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -838014.375000 Penalty: 4321.284180
	Iteration 73Q: 3 clusters Score -838014.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -838047.687500 Penalty: 4321.284180
	Iteration 74Q: 3 clusters Score -838047.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -838079.437500 Penalty: 4321.284180
	Iteration 75Q: 3 clusters Score -838079.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -838104.687500 Penalty: 4321.284180
	Iteration 76Q: 3 clusters Score -838104.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -838122.500000 Penalty: 4321.284180
	Iteration 77Q: 3 clusters Score -838122.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -838137.125000 Penalty: 4321.284180
	Iteration 78Q: 3 clusters Score -838137.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -838146.562500 Penalty: 4321.284180
	Iteration 79Q: 3 clusters Score -838146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -838153.375000 Penalty: 4321.284180
	Iteration 80F: 3 clusters Score -838153.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -838161.562500 Penalty: 4321.284180
	Iteration 81Q: 3 clusters Score -838161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -838167.812500 Penalty: 4321.284180
	Iteration 82Q: 3 clusters Score -838167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -838167.937500 Penalty: 4321.284180
	Iteration 83Q: 3 clusters Score -838167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -838170.375000 Penalty: 4321.284180
	Iteration 84Q: 3 clusters Score -838170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -838171.812500 Penalty: 4321.284180
	Iteration 85Q: 3 clusters Score -838171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -838175.250000 Penalty: 4321.284180
	Iteration 86Q: 3 clusters Score -838175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -838175.750000 Penalty: 4321.284180
	Iteration 87Q: 3 clusters Score -838175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -838175.437500 Penalty: 4321.284180
	Iteration 88Q: 3 clusters Score -838175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -838175.437500 Penalty: 4321.284180
	Iteration 89F: 3 clusters Score -838175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -1658208.125000 Penalty: 2350.600342
	Iteration 0F: 2 clusters Score -1658208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1648624.750000 Penalty: 4701.200684
	Iteration 0F: 3 clusters Score -1648625 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1651719.125000 Penalty: 4701.200684
	Iteration 1F: 3 clusters Score -1651719 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1652236.875000 Penalty: 4701.200684
	Iteration 2F: 3 clusters Score -1652237 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1652772.500000 Penalty: 4701.200684
	Iteration 3F: 3 clusters Score -1652772 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1653280.125000 Penalty: 4701.200684
	Iteration 4F: 3 clusters Score -1653280 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1653764.625000 Penalty: 4701.200684
	Iteration 5F: 3 clusters Score -1653765 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1654206.500000 Penalty: 4701.200684
	Iteration 6F: 3 clusters Score -1654206 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1654576.125000 Penalty: 4701.200684
	Iteration 7F: 3 clusters Score -1654576 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1654851.375000 Penalty: 4701.200684
	Iteration 8Q: 3 clusters Score -1654851 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1655055.625000 Penalty: 4701.200684
	Iteration 9Q: 3 clusters Score -1655056 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1655237.625000 Penalty: 4701.200684
	Iteration 10Q: 3 clusters Score -1655238 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1655391.250000 Penalty: 4701.200684
	Iteration 11Q: 3 clusters Score -1655391 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1655511.875000 Penalty: 4701.200684
	Iteration 12Q: 3 clusters Score -1655512 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1655623.375000 Penalty: 4701.200684
	Iteration 13Q: 3 clusters Score -1655623 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1655717.625000 Penalty: 4701.200684
	Iteration 14Q: 3 clusters Score -1655718 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1655805.750000 Penalty: 4701.200684
	Iteration 15Q: 3 clusters Score -1655806 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1655881.500000 Penalty: 4701.200684
	Iteration 16Q: 3 clusters Score -1655882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1655952.875000 Penalty: 4701.200684
	Iteration 17Q: 3 clusters Score -1655953 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1656018.625000 Penalty: 4701.200684
	Iteration 18Q: 3 clusters Score -1656019 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1656072.750000 Penalty: 4701.200684
	Iteration 19Q: 3 clusters Score -1656073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1656116.750000 Penalty: 4701.200684
	Iteration 20F: 3 clusters Score -1656117 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1656152.875000 Penalty: 4701.200684
	Iteration 21Q: 3 clusters Score -1656153 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1656194.375000 Penalty: 4701.200684
	Iteration 22Q: 3 clusters Score -1656194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1656244.500000 Penalty: 4701.200684
	Iteration 23Q: 3 clusters Score -1656244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1656289.375000 Penalty: 4701.200684
	Iteration 24Q: 3 clusters Score -1656289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1656345.000000 Penalty: 4701.200684
	Iteration 25Q: 3 clusters Score -1656345 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1656388.625000 Penalty: 4701.200684
	Iteration 26Q: 3 clusters Score -1656389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1656418.750000 Penalty: 4701.200684
	Iteration 27Q: 3 clusters Score -1656419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1656463.250000 Penalty: 4701.200684
	Iteration 28Q: 3 clusters Score -1656463 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1656497.000000 Penalty: 4701.200684
	Iteration 29Q: 3 clusters Score -1656497 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1656529.750000 Penalty: 4701.200684
	Iteration 30Q: 3 clusters Score -1656530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1656559.125000 Penalty: 4701.200684
	Iteration 31Q: 3 clusters Score -1656559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1656575.625000 Penalty: 4701.200684
	Iteration 32Q: 3 clusters Score -1656576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1656587.750000 Penalty: 4701.200684
	Iteration 33Q: 3 clusters Score -1656588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1656599.875000 Penalty: 4701.200684
	Iteration 34Q: 3 clusters Score -1656600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1656610.625000 Penalty: 4701.200684
	Iteration 35Q: 3 clusters Score -1656611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1656617.125000 Penalty: 4701.200684
	Iteration 36Q: 3 clusters Score -1656617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1656621.875000 Penalty: 4701.200684
	Iteration 37Q: 3 clusters Score -1656622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1656620.375000 Penalty: 4701.200684
	Iteration 38Q: 3 clusters Score -1656620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1656621.875000 Penalty: 4701.200684
	Iteration 39Q: 3 clusters Score -1656622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1656624.000000 Penalty: 4701.200684
	Iteration 40F: 3 clusters Score -1656624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1656624.000000 Penalty: 4701.200684
	Iteration 41Q: 3 clusters Score -1656624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1656631.125000 Penalty: 4701.200684
	Iteration 42Q: 3 clusters Score -1656631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1656633.625000 Penalty: 4701.200684
	Iteration 43Q: 3 clusters Score -1656634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1656636.375000 Penalty: 4701.200684
	Iteration 44Q: 3 clusters Score -1656636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1656637.000000 Penalty: 4701.200684
	Iteration 45Q: 3 clusters Score -1656637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1656640.625000 Penalty: 4701.200684
	Iteration 46Q: 3 clusters Score -1656641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1656641.750000 Penalty: 4701.200684
	Iteration 47Q: 3 clusters Score -1656642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1656639.750000 Penalty: 4701.200684
	Iteration 48Q: 3 clusters Score -1656640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1656641.375000 Penalty: 4701.200684
	Iteration 49Q: 3 clusters Score -1656641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1656640.375000 Penalty: 4701.200684
	Iteration 50Q: 3 clusters Score -1656640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1656647.250000 Penalty: 4701.200684
	Iteration 51Q: 3 clusters Score -1656647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1656646.125000 Penalty: 4701.200684
	Iteration 52Q: 3 clusters Score -1656646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1656648.000000 Penalty: 4701.200684
	Iteration 53Q: 3 clusters Score -1656648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1656647.125000 Penalty: 4701.200684
	Iteration 54Q: 3 clusters Score -1656647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1656647.750000 Penalty: 4701.200684
	Iteration 55Q: 3 clusters Score -1656648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1656652.875000 Penalty: 4701.200684
	Iteration 56Q: 3 clusters Score -1656653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1656654.125000 Penalty: 4701.200684
	Iteration 57Q: 3 clusters Score -1656654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1656657.125000 Penalty: 4701.200684
	Iteration 58Q: 3 clusters Score -1656657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1656659.625000 Penalty: 4701.200684
	Iteration 59Q: 3 clusters Score -1656660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1656662.500000 Penalty: 4701.200684
	Iteration 60F: 3 clusters Score -1656662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1656663.750000 Penalty: 4701.200684
	Iteration 61Q: 3 clusters Score -1656664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1656664.500000 Penalty: 4701.200684
	Iteration 62Q: 3 clusters Score -1656664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1656665.000000 Penalty: 4701.200684
	Iteration 63Q: 3 clusters Score -1656665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1656673.125000 Penalty: 4701.200684
	Iteration 64Q: 3 clusters Score -1656673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1656671.125000 Penalty: 4701.200684
	Iteration 65Q: 3 clusters Score -1656671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1656672.500000 Penalty: 4701.200684
	Iteration 66Q: 3 clusters Score -1656672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1656675.500000 Penalty: 4701.200684
	Iteration 67Q: 3 clusters Score -1656676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1656673.000000 Penalty: 4701.200684
	Iteration 68Q: 3 clusters Score -1656673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1656672.875000 Penalty: 4701.200684
	Iteration 69Q: 3 clusters Score -1656673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1656675.875000 Penalty: 4701.200684
	Iteration 70Q: 3 clusters Score -1656676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1656675.750000 Penalty: 4701.200684
	Iteration 71Q: 3 clusters Score -1656676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1656677.750000 Penalty: 4701.200684
	Iteration 72Q: 3 clusters Score -1656678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1656675.875000 Penalty: 4701.200684
	Iteration 73Q: 3 clusters Score -1656676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1656678.125000 Penalty: 4701.200684
	Iteration 74Q: 3 clusters Score -1656678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1656678.000000 Penalty: 4701.200684
	Iteration 75Q: 3 clusters Score -1656678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1656679.750000 Penalty: 4701.200684
	Iteration 76Q: 3 clusters Score -1656680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1656681.750000 Penalty: 4701.200684
	Iteration 77Q: 3 clusters Score -1656682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1656681.750000 Penalty: 4701.200684
	Iteration 78F: 3 clusters Score -1656682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -1227654.125000 Penalty: 2242.660400
	Iteration 0F: 2 clusters Score -1227654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1220908.625000 Penalty: 4485.320801
	Iteration 0F: 3 clusters Score -1220909 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1222939.750000 Penalty: 4485.320801
	Iteration 1F: 3 clusters Score -1222940 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1223294.750000 Penalty: 4485.320801
	Iteration 2F: 3 clusters Score -1223295 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1223531.500000 Penalty: 4485.320801
	Iteration 3F: 3 clusters Score -1223532 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1223707.500000 Penalty: 4485.320801
	Iteration 4Q: 3 clusters Score -1223708 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1223838.750000 Penalty: 4485.320801
	Iteration 5Q: 3 clusters Score -1223839 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1223935.125000 Penalty: 4485.320801
	Iteration 6Q: 3 clusters Score -1223935 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1224021.625000 Penalty: 4485.320801
	Iteration 7Q: 3 clusters Score -1224022 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1224101.875000 Penalty: 4485.320801
	Iteration 8Q: 3 clusters Score -1224102 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1224171.000000 Penalty: 4485.320801
	Iteration 9Q: 3 clusters Score -1224171 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1224249.625000 Penalty: 4485.320801
	Iteration 10Q: 3 clusters Score -1224250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1224339.000000 Penalty: 4485.320801
	Iteration 11Q: 3 clusters Score -1224339 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1224410.000000 Penalty: 4485.320801
	Iteration 12Q: 3 clusters Score -1224410 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1224487.750000 Penalty: 4485.320801
	Iteration 13Q: 3 clusters Score -1224488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1224571.375000 Penalty: 4485.320801
	Iteration 14Q: 3 clusters Score -1224571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1224657.375000 Penalty: 4485.320801
	Iteration 15Q: 3 clusters Score -1224657 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1224721.625000 Penalty: 4485.320801
	Iteration 16Q: 3 clusters Score -1224722 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1224772.625000 Penalty: 4485.320801
	Iteration 17Q: 3 clusters Score -1224773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1224816.500000 Penalty: 4485.320801
	Iteration 18Q: 3 clusters Score -1224816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1224865.250000 Penalty: 4485.320801
	Iteration 19Q: 3 clusters Score -1224865 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1224903.750000 Penalty: 4485.320801
	Iteration 20F: 3 clusters Score -1224904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1224949.875000 Penalty: 4485.320801
	Iteration 21Q: 3 clusters Score -1224950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1224984.750000 Penalty: 4485.320801
	Iteration 22Q: 3 clusters Score -1224985 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1225019.625000 Penalty: 4485.320801
	Iteration 23Q: 3 clusters Score -1225020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1225055.000000 Penalty: 4485.320801
	Iteration 24Q: 3 clusters Score -1225055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1225084.375000 Penalty: 4485.320801
	Iteration 25Q: 3 clusters Score -1225084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1225103.750000 Penalty: 4485.320801
	Iteration 26Q: 3 clusters Score -1225104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1225123.750000 Penalty: 4485.320801
	Iteration 27Q: 3 clusters Score -1225124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1225150.250000 Penalty: 4485.320801
	Iteration 28Q: 3 clusters Score -1225150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1225171.375000 Penalty: 4485.320801
	Iteration 29Q: 3 clusters Score -1225171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1225194.375000 Penalty: 4485.320801
	Iteration 30Q: 3 clusters Score -1225194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1225217.000000 Penalty: 4485.320801
	Iteration 31Q: 3 clusters Score -1225217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1225241.875000 Penalty: 4485.320801
	Iteration 32Q: 3 clusters Score -1225242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1225268.375000 Penalty: 4485.320801
	Iteration 33Q: 3 clusters Score -1225268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1225288.875000 Penalty: 4485.320801
	Iteration 34Q: 3 clusters Score -1225289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1225315.250000 Penalty: 4485.320801
	Iteration 35Q: 3 clusters Score -1225315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1225335.375000 Penalty: 4485.320801
	Iteration 36Q: 3 clusters Score -1225335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1225353.000000 Penalty: 4485.320801
	Iteration 37Q: 3 clusters Score -1225353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1225370.625000 Penalty: 4485.320801
	Iteration 38Q: 3 clusters Score -1225371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1225388.500000 Penalty: 4485.320801
	Iteration 39Q: 3 clusters Score -1225388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1225405.625000 Penalty: 4485.320801
	Iteration 40F: 3 clusters Score -1225406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1225413.000000 Penalty: 4485.320801
	Iteration 41Q: 3 clusters Score -1225413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1225422.500000 Penalty: 4485.320801
	Iteration 42Q: 3 clusters Score -1225422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1225433.875000 Penalty: 4485.320801
	Iteration 43Q: 3 clusters Score -1225434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1225448.875000 Penalty: 4485.320801
	Iteration 44Q: 3 clusters Score -1225449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1225465.250000 Penalty: 4485.320801
	Iteration 45Q: 3 clusters Score -1225465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1225481.000000 Penalty: 4485.320801
	Iteration 46Q: 3 clusters Score -1225481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1225492.250000 Penalty: 4485.320801
	Iteration 47Q: 3 clusters Score -1225492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1225507.500000 Penalty: 4485.320801
	Iteration 48Q: 3 clusters Score -1225508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1225527.375000 Penalty: 4485.320801
	Iteration 49Q: 3 clusters Score -1225527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1225542.000000 Penalty: 4485.320801
	Iteration 50Q: 3 clusters Score -1225542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1225562.625000 Penalty: 4485.320801
	Iteration 51Q: 3 clusters Score -1225563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1225583.125000 Penalty: 4485.320801
	Iteration 52Q: 3 clusters Score -1225583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1225598.500000 Penalty: 4485.320801
	Iteration 53Q: 3 clusters Score -1225598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1225612.375000 Penalty: 4485.320801
	Iteration 54Q: 3 clusters Score -1225612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1225627.500000 Penalty: 4485.320801
	Iteration 55Q: 3 clusters Score -1225628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1225636.750000 Penalty: 4485.320801
	Iteration 56Q: 3 clusters Score -1225637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1225643.625000 Penalty: 4485.320801
	Iteration 57Q: 3 clusters Score -1225644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1225656.500000 Penalty: 4485.320801
	Iteration 58Q: 3 clusters Score -1225656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1225660.625000 Penalty: 4485.320801
	Iteration 59Q: 3 clusters Score -1225661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1225666.125000 Penalty: 4485.320801
	Iteration 60F: 3 clusters Score -1225666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1225675.250000 Penalty: 4485.320801
	Iteration 61Q: 3 clusters Score -1225675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1225680.875000 Penalty: 4485.320801
	Iteration 62Q: 3 clusters Score -1225681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1225686.750000 Penalty: 4485.320801
	Iteration 63Q: 3 clusters Score -1225687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1225689.375000 Penalty: 4485.320801
	Iteration 64Q: 3 clusters Score -1225689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1225700.625000 Penalty: 4485.320801
	Iteration 65Q: 3 clusters Score -1225701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1225714.625000 Penalty: 4485.320801
	Iteration 66Q: 3 clusters Score -1225715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1225729.750000 Penalty: 4485.320801
	Iteration 67Q: 3 clusters Score -1225730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1225742.125000 Penalty: 4485.320801
	Iteration 68Q: 3 clusters Score -1225742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1225761.375000 Penalty: 4485.320801
	Iteration 69Q: 3 clusters Score -1225761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1225780.750000 Penalty: 4485.320801
	Iteration 70Q: 3 clusters Score -1225781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1225796.250000 Penalty: 4485.320801
	Iteration 71Q: 3 clusters Score -1225796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1225805.500000 Penalty: 4485.320801
	Iteration 72Q: 3 clusters Score -1225806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1225814.250000 Penalty: 4485.320801
	Iteration 73Q: 3 clusters Score -1225814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1225819.375000 Penalty: 4485.320801
	Iteration 74Q: 3 clusters Score -1225819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1225820.375000 Penalty: 4485.320801
	Iteration 75Q: 3 clusters Score -1225820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1225825.500000 Penalty: 4485.320801
	Iteration 76Q: 3 clusters Score -1225826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1225826.000000 Penalty: 4485.320801
	Iteration 77Q: 3 clusters Score -1225826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1225826.625000 Penalty: 4485.320801
	Iteration 78Q: 3 clusters Score -1225827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1225827.375000 Penalty: 4485.320801
	Iteration 79Q: 3 clusters Score -1225827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1225827.375000 Penalty: 4485.320801
	Iteration 80F: 3 clusters Score -1225827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Entering Unmasked Estep 
Score: -1927661.500000 Penalty: 2358.829102
	Iteration 0F: 2 clusters Score -1927662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1917756.625000 Penalty: 4717.658203
	Iteration 0F: 3 clusters Score -1917757 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1921045.250000 Penalty: 4717.658203
	Iteration 1F: 3 clusters Score -1921045 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1921651.500000 Penalty: 4717.658203
	Iteration 2F: 3 clusters Score -1921652 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1922319.500000 Penalty: 4717.658203
	Iteration 3F: 3 clusters Score -1922320 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1922988.500000 Penalty: 4717.658203
	Iteration 4F: 3 clusters Score -1922988 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1923665.000000 Penalty: 4717.658203
	Iteration 5F: 3 clusters Score -1923665 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1924225.500000 Penalty: 4717.658203
	Iteration 6F: 3 clusters Score -1924226 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1924716.000000 Penalty: 4717.658203
	Iteration 7F: 3 clusters Score -1924716 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1925161.875000 Penalty: 4717.658203
	Iteration 8Q: 3 clusters Score -1925162 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1925518.125000 Penalty: 4717.658203
	Iteration 9Q: 3 clusters Score -1925518 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1925777.750000 Penalty: 4717.658203
	Iteration 10Q: 3 clusters Score -1925778 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1925998.875000 Penalty: 4717.658203
	Iteration 11Q: 3 clusters Score -1925999 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1926198.125000 Penalty: 4717.658203
	Iteration 12Q: 3 clusters Score -1926198 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1926343.625000 Penalty: 4717.658203
	Iteration 13Q: 3 clusters Score -1926344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1926434.750000 Penalty: 4717.658203
	Iteration 14Q: 3 clusters Score -1926435 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1926506.875000 Penalty: 4717.658203
	Iteration 15Q: 3 clusters Score -1926507 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1926561.125000 Penalty: 4717.658203
	Iteration 16Q: 3 clusters Score -1926561 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1926591.875000 Penalty: 4717.658203
	Iteration 17Q: 3 clusters Score -1926592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1926613.750000 Penalty: 4717.658203
	Iteration 18Q: 3 clusters Score -1926614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1926636.750000 Penalty: 4717.658203
	Iteration 19Q: 3 clusters Score -1926637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1926658.375000 Penalty: 4717.658203
	Iteration 20F: 3 clusters Score -1926658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1926682.125000 Penalty: 4717.658203
	Iteration 21Q: 3 clusters Score -1926682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1926706.125000 Penalty: 4717.658203
	Iteration 22Q: 3 clusters Score -1926706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1926746.500000 Penalty: 4717.658203
	Iteration 23Q: 3 clusters Score -1926746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1926786.750000 Penalty: 4717.658203
	Iteration 24Q: 3 clusters Score -1926787 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1926841.000000 Penalty: 4717.658203
	Iteration 25Q: 3 clusters Score -1926841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1926897.750000 Penalty: 4717.658203
	Iteration 26Q: 3 clusters Score -1926898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1926962.625000 Penalty: 4717.658203
	Iteration 27Q: 3 clusters Score -1926963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1927023.750000 Penalty: 4717.658203
	Iteration 28Q: 3 clusters Score -1927024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1927084.375000 Penalty: 4717.658203
	Iteration 29Q: 3 clusters Score -1927084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1927151.125000 Penalty: 4717.658203
	Iteration 30Q: 3 clusters Score -1927151 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1927190.375000 Penalty: 4717.658203
	Iteration 31Q: 3 clusters Score -1927190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1927226.375000 Penalty: 4717.658203
	Iteration 32Q: 3 clusters Score -1927226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1927258.500000 Penalty: 4717.658203
	Iteration 33Q: 3 clusters Score -1927258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1927288.000000 Penalty: 4717.658203
	Iteration 34Q: 3 clusters Score -1927288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1927307.375000 Penalty: 4717.658203
	Iteration 35Q: 3 clusters Score -1927307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1927315.125000 Penalty: 4717.658203
	Iteration 36Q: 3 clusters Score -1927315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1927321.500000 Penalty: 4717.658203
	Iteration 37Q: 3 clusters Score -1927322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1927324.250000 Penalty: 4717.658203
	Iteration 38Q: 3 clusters Score -1927324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1927327.000000 Penalty: 4717.658203
	Iteration 39Q: 3 clusters Score -1927327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1927334.250000 Penalty: 4717.658203
	Iteration 40F: 3 clusters Score -1927334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1927331.250000 Penalty: 4717.658203
	Iteration 41Q: 3 clusters Score -1927331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1927332.625000 Penalty: 4717.658203
	Iteration 42Q: 3 clusters Score -1927333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1927336.750000 Penalty: 4717.658203
	Iteration 43Q: 3 clusters Score -1927337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1927335.750000 Penalty: 4717.658203
	Iteration 44Q: 3 clusters Score -1927336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1927341.000000 Penalty: 4717.658203
	Iteration 45Q: 3 clusters Score -1927341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1927340.875000 Penalty: 4717.658203
	Iteration 46Q: 3 clusters Score -1927341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1927341.750000 Penalty: 4717.658203
	Iteration 47Q: 3 clusters Score -1927342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1927342.875000 Penalty: 4717.658203
	Iteration 48Q: 3 clusters Score -1927343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1927342.875000 Penalty: 4717.658203
	Iteration 49F: 3 clusters Score -1927343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -37412.562500 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -37412.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36137.847656 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -36137.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36316.460938 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -36316.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36449.226562 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -36449.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36489.066406 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -36489.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36498.613281 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -36498.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36503.835938 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -36503.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36507.562500 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -36507.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36511.324219 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -36511.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36513.906250 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -36513.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36520.613281 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -36520.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36520.613281 Penalty: 2850.116943
	Iteration 10F: 3 clusters Score -36520.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -54198.925781 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -54198.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52925.601562 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -52925.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53394.101562 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -53394.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53616.519531 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -53616.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53717.625000 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -53717.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53734.144531 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -53734.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53754.433594 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -53754.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53769.421875 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -53769.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53772.992188 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -53772.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53772.992188 Penalty: 3012.230225
	Iteration 8F: 3 clusters Score -53772.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -40176.171875 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -40176.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38897.851562 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -38897.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39076.945312 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -39076.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39153.324219 Penalty: 2859.534668
	Iteration 2F: 3 clusters Score -39153.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39198.535156 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -39198.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39218.847656 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -39218.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39226.695312 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -39226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39231.394531 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -39231.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39238.363281 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -39238.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39254.867188 Penalty: 2859.534668
	Iteration 8Q: 3 clusters Score -39254.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39254.867188 Penalty: 2859.534668
	Iteration 9F: 3 clusters Score -39254.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -86889.750000 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -86889.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85243.835938 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -85243.84 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85582.007812 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -85582.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85800.390625 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -85800.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85973.359375 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -85973.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86158.484375 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -86158.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86312.085938 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -86312.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86390.984375 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -86390.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86424.968750 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -86424.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86456.046875 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -86456.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86483.507812 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -86483.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86495.062500 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -86495.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86509.976562 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -86509.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86518.406250 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -86518.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86520.218750 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -86520.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86522.601562 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -86522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86522.601562 Penalty: 3237.141602
	Iteration 15F: 3 clusters Score -86522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -106200.984375 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -106201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104560.976562 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -104561 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105050.359375 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -105050.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -105399.000000 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -105399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105800.226562 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -105800.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106191.070312 Penalty: 3340.357422
	Iteration 4F: 3 clusters Score -106191.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106444.976562 Penalty: 3340.357422
	Iteration 5F: 3 clusters Score -106445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106626.484375 Penalty: 3340.357422
	Iteration 6F: 3 clusters Score -106626.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106788.710938 Penalty: 3340.357422
	Iteration 7F: 3 clusters Score -106788.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106896.695312 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -106896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106936.375000 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -106936.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106963.476562 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -106963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106981.562500 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -106981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106992.648438 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -106992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106996.203125 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -106996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106996.203125 Penalty: 3340.357422
	Iteration 14F: 3 clusters Score -106996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 193669 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 161783 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 119 members 
Mstep: Class 19 contains 64869 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 13072 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 13513 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 259 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 582 members 
Entering Unmasked Estep 
Score: -95481088.000000 Penalty: 116329.945312
Splitting cluster 33 changes total score from -95482120.000000 to -95481088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -44145.789062 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -44145.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42859.304688 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -42859.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42993.097656 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -42993.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43072.828125 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -43072.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43094.972656 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -43094.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43099.332031 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -43099.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43099.332031 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -43099.33 nChanged 0
--- Evaluating fit on full set of 1984108 points ---
Entering Unmasked Estep 
Score: -286212448.000000 Penalty: 122269.734375
23->35 Clusters: Score -286212448.000000, best is -286223040.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 661369 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 28341 members 
Mstep: Class 3 contains 28663 members 
Mstep: Class 4 contains 28511 members 
Mstep: Class 5 contains 28821 members 
Mstep: Class 6 contains 28689 members 
Mstep: Class 7 contains 28681 members 
Mstep: Class 8 contains 28668 members 
Mstep: Class 9 contains 28994 members 
Mstep: Class 10 contains 28881 members 
Mstep: Class 11 contains 28591 members 
Mstep: Class 12 contains 28899 members 
Mstep: Class 13 contains 28711 members 
Mstep: Class 14 contains 28631 members 
Mstep: Class 15 contains 28857 members 
Mstep: Class 16 contains 29032 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 28751 members 
Mstep: Class 19 contains 28862 members 
Mstep: Class 20 contains 28991 members 
Mstep: Class 21 contains 28789 members 
Mstep: Class 22 contains 28813 members 
Mstep: Class 23 contains 28762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 466.094421 but Gain 3323.710938
Score: -88960408.000000 Penalty: 73121.679688
Iteration 0F: 23 clusters Score -8.896041e+07 nChanged 631119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3609 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 31031 members 
Mstep: Class 3 contains 61602 members 
Mstep: Class 4 contains 25578 members 
Mstep: Class 5 contains 25460 members 
Mstep: Class 7 contains 14673 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 26768 members 
Mstep: Class 10 contains 110037 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 8061 members 
Mstep: Class 13 contains 35227 members 
Mstep: Class 14 contains 9106 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 20940 members 
Mstep: Class 19 contains 55557 members 
Mstep: Class 20 contains 52096 members 
Mstep: Class 21 contains 57806 members 
Mstep: Class 22 contains 6658 members 
Mstep: Class 23 contains 23440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93103064.000000 Penalty: 73121.679688
Iteration 1F: 23 clusters Score -9.310306e+07 nChanged 330350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3133 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 31041 members 
Mstep: Class 3 contains 64152 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 22536 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 19477 members 
Mstep: Class 9 contains 13248 members 
Mstep: Class 10 contains 221217 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 18410 members 
Mstep: Class 13 contains 13185 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 5924 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 52017 members 
Mstep: Class 20 contains 61399 members 
Mstep: Class 21 contains 46627 members 
Mstep: Class 22 contains 8858 members 
Mstep: Class 23 contains 11867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120400.000000 Penalty: 73121.679688
Iteration 2F: 23 clusters Score -9.41204e+07 nChanged 202999
Entering Unmasked Mstep 
Mstep: Class 0 contains 2769 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 50929 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 17184 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 24526 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 289035 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 22538 members 
Mstep: Class 13 contains 5257 members 
Mstep: Class 14 contains 10557 members 
Mstep: Class 15 contains 7501 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 43444 members 
Mstep: Class 20 contains 42266 members 
Mstep: Class 21 contains 34925 members 
Mstep: Class 22 contains 5335 members 
Mstep: Class 23 contains 7584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94606880.000000 Penalty: 73121.679688
Iteration 3F: 23 clusters Score -9.460688e+07 nChanged 125608
Entering Unmasked Mstep 
Mstep: Class 0 contains 2541 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 51677 members 
Mstep: Class 3 contains 46631 members 
Mstep: Class 4 contains 17695 members 
Mstep: Class 5 contains 11582 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 28342 members 
Mstep: Class 9 contains 4254 members 
Mstep: Class 10 contains 321274 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 21130 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 9961 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 39995 members 
Mstep: Class 20 contains 26892 members 
Mstep: Class 21 contains 25253 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 4777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94806216.000000 Penalty: 73121.679688
Iteration 4F: 23 clusters Score -9.480622e+07 nChanged 77195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2294 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 53300 members 
Mstep: Class 3 contains 48264 members 
Mstep: Class 4 contains 17568 members 
Mstep: Class 5 contains 7627 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 30946 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 333101 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 19768 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 22805 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 8163 members 
Mstep: Class 19 contains 38584 members 
Mstep: Class 20 contains 18700 members 
Mstep: Class 21 contains 16821 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94881016.000000 Penalty: 73121.679688
Iteration 5F: 23 clusters Score -9.488102e+07 nChanged 53147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2200 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 50645 members 
Mstep: Class 3 contains 52024 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 32343 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 336392 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 30382 members 
Mstep: Class 15 contains 16331 members 
Mstep: Class 16 contains 9593 members 
Mstep: Class 17 contains 2470 members 
Mstep: Class 18 contains 6824 members 
Mstep: Class 19 contains 38037 members 
Mstep: Class 20 contains 14080 members 
Mstep: Class 21 contains 11593 members 
Mstep: Class 22 contains 3464 members 
Mstep: Class 23 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94937024.000000 Penalty: 73121.679688
Iteration 6F: 23 clusters Score -9.493702e+07 nChanged 41805
Entering Unmasked Mstep 
Mstep: Class 0 contains 2094 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 45716 members 
Mstep: Class 3 contains 56378 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 335549 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 16147 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 37182 members 
Mstep: Class 15 contains 20038 members 
Mstep: Class 16 contains 10144 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 12135 members 
Mstep: Class 21 contains 8510 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94996544.000000 Penalty: 73121.679688
Iteration 7F: 23 clusters Score -9.499654e+07 nChanged 33687
Entering Unmasked Mstep 
Mstep: Class 0 contains 2005 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 40022 members 
Mstep: Class 3 contains 60630 members 
Mstep: Class 4 contains 21004 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 33484 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 332485 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 13929 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 42523 members 
Mstep: Class 15 contains 23275 members 
Mstep: Class 16 contains 10453 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 37201 members 
Mstep: Class 20 contains 12349 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3249.165283 but Gain 3323.710938
Score: -95084960.000000 Penalty: 69797.968750
Iteration 8F: 22 clusters Score -9.508496e+07 nChanged 28383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1026 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 35332 members 
Mstep: Class 3 contains 63856 members 
Mstep: Class 4 contains 21687 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 33954 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 329173 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 12 contains 13428 members 
Mstep: Class 13 contains 3699 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 25422 members 
Mstep: Class 16 contains 10520 members 
Mstep: Class 17 contains 2426 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 36567 members 
Mstep: Class 20 contains 13528 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95180864.000000 Penalty: 69797.968750
Iteration 9Q: 22 clusters Score -9.518086e+07 nChanged 21109
Entering Unmasked Mstep 
Mstep: Class 0 contains 943 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 32153 members 
Mstep: Class 3 contains 65895 members 
Mstep: Class 4 contains 22445 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 34337 members 
Mstep: Class 9 contains 3685 members 
Mstep: Class 10 contains 325652 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 12816 members 
Mstep: Class 13 contains 4106 members 
Mstep: Class 14 contains 49780 members 
Mstep: Class 15 contains 27259 members 
Mstep: Class 16 contains 10458 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 35290 members 
Mstep: Class 20 contains 14797 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 4691 members 
Mstep: Class 23 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95197712.000000 Penalty: 69797.968750
Iteration 10Q: 22 clusters Score -9.519771e+07 nChanged 16923
Entering Unmasked Mstep 
Mstep: Class 0 contains 941 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 30497 members 
Mstep: Class 3 contains 67050 members 
Mstep: Class 4 contains 23001 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 34389 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 322692 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 12236 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 52113 members 
Mstep: Class 15 contains 28714 members 
Mstep: Class 16 contains 10419 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 2063 members 
Mstep: Class 19 contains 33573 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 5102 members 
Mstep: Class 22 contains 4806 members 
Mstep: Class 23 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95211464.000000 Penalty: 69797.968750
Iteration 11Q: 22 clusters Score -9.521146e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 29899 members 
Mstep: Class 3 contains 67737 members 
Mstep: Class 4 contains 23511 members 
Mstep: Class 7 contains 1133 members 
Mstep: Class 8 contains 34184 members 
Mstep: Class 9 contains 4578 members 
Mstep: Class 10 contains 320460 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 11787 members 
Mstep: Class 13 contains 4527 members 
Mstep: Class 14 contains 53782 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 10352 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 31614 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 5255 members 
Mstep: Class 22 contains 4898 members 
Mstep: Class 23 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95219616.000000 Penalty: 69797.968750
Iteration 12Q: 22 clusters Score -9.521962e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 29815 members 
Mstep: Class 3 contains 68169 members 
Mstep: Class 4 contains 23857 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 33846 members 
Mstep: Class 9 contains 5106 members 
Mstep: Class 10 contains 318787 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 11501 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 54957 members 
Mstep: Class 15 contains 30074 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 29671 members 
Mstep: Class 20 contains 18068 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 4962 members 
Mstep: Class 23 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95225080.000000 Penalty: 69797.968750
Iteration 13Q: 22 clusters Score -9.522508e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 30034 members 
Mstep: Class 3 contains 68439 members 
Mstep: Class 4 contains 24073 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 33411 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 317394 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 11330 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 55880 members 
Mstep: Class 15 contains 30465 members 
Mstep: Class 16 contains 10328 members 
Mstep: Class 17 contains 2263 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 27922 members 
Mstep: Class 20 contains 18895 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 5037 members 
Mstep: Class 23 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95228992.000000 Penalty: 69797.968750
Iteration 14Q: 22 clusters Score -9.522899e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 30429 members 
Mstep: Class 3 contains 68663 members 
Mstep: Class 4 contains 24226 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 32881 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 316221 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 11221 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 56549 members 
Mstep: Class 15 contains 30816 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 26357 members 
Mstep: Class 20 contains 19668 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95231928.000000 Penalty: 69797.968750
Iteration 15Q: 22 clusters Score -9.523193e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30945 members 
Mstep: Class 3 contains 68882 members 
Mstep: Class 4 contains 24290 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 32307 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 10 contains 315277 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 57029 members 
Mstep: Class 15 contains 31091 members 
Mstep: Class 16 contains 10333 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 24945 members 
Mstep: Class 20 contains 20324 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95235096.000000 Penalty: 69797.968750
Iteration 16Q: 22 clusters Score -9.52351e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 31539 members 
Mstep: Class 3 contains 69084 members 
Mstep: Class 4 contains 24338 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 31752 members 
Mstep: Class 9 contains 6481 members 
Mstep: Class 10 contains 314492 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 11125 members 
Mstep: Class 13 contains 4830 members 
Mstep: Class 14 contains 57328 members 
Mstep: Class 15 contains 31340 members 
Mstep: Class 16 contains 10338 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 23652 members 
Mstep: Class 20 contains 20911 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95237512.000000 Penalty: 69797.968750
Iteration 17Q: 22 clusters Score -9.523751e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 32166 members 
Mstep: Class 3 contains 69283 members 
Mstep: Class 4 contains 24325 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 31262 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 10 contains 313846 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 11114 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 57495 members 
Mstep: Class 15 contains 31512 members 
Mstep: Class 16 contains 10346 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 22479 members 
Mstep: Class 20 contains 21472 members 
Mstep: Class 21 contains 7328 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95239912.000000 Penalty: 69797.968750
Iteration 18Q: 22 clusters Score -9.523991e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 32732 members 
Mstep: Class 3 contains 69402 members 
Mstep: Class 4 contains 24240 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 30824 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 313321 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 57578 members 
Mstep: Class 15 contains 31684 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 21510 members 
Mstep: Class 20 contains 21986 members 
Mstep: Class 21 contains 7622 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95241760.000000 Penalty: 69797.968750
Iteration 19Q: 22 clusters Score -9.524176e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 940 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 33259 members 
Mstep: Class 3 contains 69521 members 
Mstep: Class 4 contains 24166 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 30435 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 312805 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 57617 members 
Mstep: Class 15 contains 31864 members 
Mstep: Class 16 contains 10351 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 20595 members 
Mstep: Class 20 contains 22542 members 
Mstep: Class 21 contains 7914 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95322768.000000 Penalty: 69797.968750
Iteration 20F: 22 clusters Score -9.532277e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 33692 members 
Mstep: Class 3 contains 69618 members 
Mstep: Class 4 contains 24053 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 312262 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 11167 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57615 members 
Mstep: Class 15 contains 31665 members 
Mstep: Class 16 contains 10349 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 20 contains 23132 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 22 contains 5596 members 
Mstep: Class 23 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95344720.000000 Penalty: 69797.968750
Iteration 21Q: 22 clusters Score -9.534472e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 34064 members 
Mstep: Class 3 contains 69723 members 
Mstep: Class 4 contains 23967 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 29540 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 311855 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 11145 members 
Mstep: Class 13 contains 5046 members 
Mstep: Class 14 contains 57555 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 19194 members 
Mstep: Class 20 contains 23696 members 
Mstep: Class 21 contains 8947 members 
Mstep: Class 22 contains 5712 members 
Mstep: Class 23 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95348112.000000 Penalty: 69797.968750
Iteration 22Q: 22 clusters Score -9.534811e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 34335 members 
Mstep: Class 3 contains 69801 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 29159 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 311538 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 12 contains 11082 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 57456 members 
Mstep: Class 15 contains 31384 members 
Mstep: Class 16 contains 10385 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 18684 members 
Mstep: Class 20 contains 24294 members 
Mstep: Class 21 contains 9363 members 
Mstep: Class 22 contains 5820 members 
Mstep: Class 23 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95351024.000000 Penalty: 69797.968750
Iteration 23Q: 22 clusters Score -9.535102e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34537 members 
Mstep: Class 3 contains 69870 members 
Mstep: Class 4 contains 23863 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 28793 members 
Mstep: Class 9 contains 7799 members 
Mstep: Class 10 contains 311339 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 11015 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 57333 members 
Mstep: Class 15 contains 31309 members 
Mstep: Class 16 contains 10403 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 18218 members 
Mstep: Class 20 contains 24874 members 
Mstep: Class 21 contains 9717 members 
Mstep: Class 22 contains 5906 members 
Mstep: Class 23 contains 2761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95353400.000000 Penalty: 69797.968750
Iteration 24Q: 22 clusters Score -9.53534e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 34718 members 
Mstep: Class 3 contains 69940 members 
Mstep: Class 4 contains 23833 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 28461 members 
Mstep: Class 9 contains 7950 members 
Mstep: Class 10 contains 311175 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 57195 members 
Mstep: Class 15 contains 31234 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 17778 members 
Mstep: Class 20 contains 25460 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95356056.000000 Penalty: 69797.968750
Iteration 25Q: 22 clusters Score -9.535606e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34905 members 
Mstep: Class 3 contains 69995 members 
Mstep: Class 4 contains 23784 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 28184 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 310978 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 10779 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 57034 members 
Mstep: Class 15 contains 31172 members 
Mstep: Class 16 contains 10443 members 
Mstep: Class 17 contains 1984 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 26058 members 
Mstep: Class 21 contains 10381 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95358880.000000 Penalty: 69797.968750
Iteration 26Q: 22 clusters Score -9.535888e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 35041 members 
Mstep: Class 3 contains 70049 members 
Mstep: Class 4 contains 23709 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 27985 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 10 contains 310842 members 
Mstep: Class 11 contains 1660 members 
Mstep: Class 12 contains 10671 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 56873 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 10466 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 17060 members 
Mstep: Class 20 contains 26604 members 
Mstep: Class 21 contains 10624 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95361320.000000 Penalty: 69797.968750
Iteration 27Q: 22 clusters Score -9.536132e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35138 members 
Mstep: Class 3 contains 70130 members 
Mstep: Class 4 contains 23652 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 27819 members 
Mstep: Class 9 contains 8176 members 
Mstep: Class 10 contains 310719 members 
Mstep: Class 11 contains 1673 members 
Mstep: Class 12 contains 10565 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 56699 members 
Mstep: Class 15 contains 31127 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 16772 members 
Mstep: Class 20 contains 27109 members 
Mstep: Class 21 contains 10883 members 
Mstep: Class 22 contains 6146 members 
Mstep: Class 23 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95362816.000000 Penalty: 69797.968750
Iteration 28Q: 22 clusters Score -9.536282e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 35230 members 
Mstep: Class 3 contains 70199 members 
Mstep: Class 4 contains 23558 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 27702 members 
Mstep: Class 9 contains 8195 members 
Mstep: Class 10 contains 310630 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 10491 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 56526 members 
Mstep: Class 15 contains 31126 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 16517 members 
Mstep: Class 20 contains 27574 members 
Mstep: Class 21 contains 11091 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95363672.000000 Penalty: 69797.968750
Iteration 29Q: 22 clusters Score -9.536367e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 35321 members 
Mstep: Class 3 contains 70264 members 
Mstep: Class 4 contains 23457 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 27585 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 310622 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 4592 members 
Mstep: Class 14 contains 56332 members 
Mstep: Class 15 contains 31119 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 1905 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 16280 members 
Mstep: Class 20 contains 27947 members 
Mstep: Class 21 contains 11276 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95364320.000000 Penalty: 69797.968750
Iteration 30Q: 22 clusters Score -9.536432e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35384 members 
Mstep: Class 3 contains 70317 members 
Mstep: Class 4 contains 23338 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 27485 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 310491 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 10405 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 14 contains 56178 members 
Mstep: Class 15 contains 31128 members 
Mstep: Class 16 contains 10534 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 16105 members 
Mstep: Class 20 contains 28335 members 
Mstep: Class 21 contains 11465 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95364792.000000 Penalty: 69797.968750
Iteration 31Q: 22 clusters Score -9.536479e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35453 members 
Mstep: Class 3 contains 70356 members 
Mstep: Class 4 contains 23236 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 27379 members 
Mstep: Class 9 contains 8266 members 
Mstep: Class 10 contains 310355 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 10362 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 55998 members 
Mstep: Class 15 contains 31161 members 
Mstep: Class 16 contains 10549 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 15921 members 
Mstep: Class 20 contains 28744 members 
Mstep: Class 21 contains 11659 members 
Mstep: Class 22 contains 6239 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95365576.000000 Penalty: 69797.968750
Iteration 32Q: 22 clusters Score -9.536558e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35522 members 
Mstep: Class 3 contains 70391 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 27301 members 
Mstep: Class 9 contains 8267 members 
Mstep: Class 10 contains 310190 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 10325 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 55836 members 
Mstep: Class 15 contains 31180 members 
Mstep: Class 16 contains 10558 members 
Mstep: Class 17 contains 1859 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 15750 members 
Mstep: Class 20 contains 29143 members 
Mstep: Class 21 contains 11840 members 
Mstep: Class 22 contains 6249 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95366232.000000 Penalty: 69797.968750
Iteration 33Q: 22 clusters Score -9.536623e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35593 members 
Mstep: Class 3 contains 70424 members 
Mstep: Class 4 contains 22997 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 27225 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 310014 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 4528 members 
Mstep: Class 14 contains 55718 members 
Mstep: Class 15 contains 31232 members 
Mstep: Class 16 contains 10575 members 
Mstep: Class 17 contains 1854 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 29514 members 
Mstep: Class 21 contains 11962 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95366920.000000 Penalty: 69797.968750
Iteration 34Q: 22 clusters Score -9.536692e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35667 members 
Mstep: Class 3 contains 70465 members 
Mstep: Class 4 contains 22867 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 27156 members 
Mstep: Class 9 contains 8310 members 
Mstep: Class 10 contains 309845 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 10272 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 55611 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 15482 members 
Mstep: Class 20 contains 29848 members 
Mstep: Class 21 contains 12061 members 
Mstep: Class 22 contains 6264 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95367816.000000 Penalty: 69797.968750
Iteration 35Q: 22 clusters Score -9.536782e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35720 members 
Mstep: Class 3 contains 70498 members 
Mstep: Class 4 contains 22757 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 27091 members 
Mstep: Class 9 contains 8312 members 
Mstep: Class 10 contains 309656 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 10252 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 55510 members 
Mstep: Class 15 contains 31346 members 
Mstep: Class 16 contains 10619 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 15343 members 
Mstep: Class 20 contains 30206 members 
Mstep: Class 21 contains 12132 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95368264.000000 Penalty: 69797.968750
Iteration 36Q: 22 clusters Score -9.536826e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 70525 members 
Mstep: Class 4 contains 22628 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 26997 members 
Mstep: Class 9 contains 8328 members 
Mstep: Class 10 contains 309491 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 10238 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 55415 members 
Mstep: Class 15 contains 31448 members 
Mstep: Class 16 contains 10629 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 20 contains 30537 members 
Mstep: Class 21 contains 12196 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95368744.000000 Penalty: 69797.968750
Iteration 37Q: 22 clusters Score -9.536874e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 35841 members 
Mstep: Class 3 contains 70534 members 
Mstep: Class 4 contains 22520 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 26913 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 309288 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 10226 members 
Mstep: Class 13 contains 4518 members 
Mstep: Class 14 contains 55344 members 
Mstep: Class 15 contains 31566 members 
Mstep: Class 16 contains 10645 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 15102 members 
Mstep: Class 20 contains 30841 members 
Mstep: Class 21 contains 12269 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95369096.000000 Penalty: 69797.968750
Iteration 38Q: 22 clusters Score -9.53691e+07 nChanged 1271
Entering ConstructFrom: 
Score: -95369096.000000 Penalty: 69797.968750
Entering ConstructFrom: 
Trying to split cluster 1 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -272138.031250 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -272138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -269522.156250 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -269522.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -270317.406250 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -270317.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -270698.906250 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -270698.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271026.593750 Penalty: 3772.521240
	Iteration 3F: 3 clusters Score -271026.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -271168.468750 Penalty: 3772.521240
	Iteration 4F: 3 clusters Score -271168.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -271267.062500 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -271267.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -271365.781250 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -271365.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271432.937500 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -271432.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -271494.562500 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -271494.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -271560.906250 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -271560.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -271618.125000 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -271618.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -271685.843750 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -271685.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -271756.125000 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -271756.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -271800.562500 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -271800.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -271834.093750 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -271834.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -271855.875000 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -271855.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -271871.968750 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -271872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -271882.343750 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -271882.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -271888.156250 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -271888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -271895.343750 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -271895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -271903.968750 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -271904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -271913.031250 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -271913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -271919.031250 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -271919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -271922.625000 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -271922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -271930.781250 Penalty: 3772.521240
	Iteration 24Q: 3 clusters Score -271930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -271948.468750 Penalty: 3772.521240
	Iteration 25Q: 3 clusters Score -271948.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -271957.875000 Penalty: 3772.521240
	Iteration 26Q: 3 clusters Score -271957.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -271971.500000 Penalty: 3772.521240
	Iteration 27Q: 3 clusters Score -271971.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -271982.375000 Penalty: 3772.521240
	Iteration 28Q: 3 clusters Score -271982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -271985.375000 Penalty: 3772.521240
	Iteration 29Q: 3 clusters Score -271985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -271987.906250 Penalty: 3772.521240
	Iteration 30Q: 3 clusters Score -271987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -271990.843750 Penalty: 3772.521240
	Iteration 31Q: 3 clusters Score -271990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -271992.218750 Penalty: 3772.521240
	Iteration 32Q: 3 clusters Score -271992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -271992.906250 Penalty: 3772.521240
	Iteration 33Q: 3 clusters Score -271992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -271996.031250 Penalty: 3772.521240
	Iteration 34Q: 3 clusters Score -271996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -271999.250000 Penalty: 3772.521240
	Iteration 35Q: 3 clusters Score -271999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -272000.625000 Penalty: 3772.521240
	Iteration 36Q: 3 clusters Score -272000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -272002.968750 Penalty: 3772.521240
	Iteration 37Q: 3 clusters Score -272003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -272003.625000 Penalty: 3772.521240
	Iteration 38Q: 3 clusters Score -272003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -272003.937500 Penalty: 3772.521240
	Iteration 39Q: 3 clusters Score -272003.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -272004.437500 Penalty: 3772.521240
	Iteration 40F: 3 clusters Score -272004.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Entering Unmasked Estep 
Score: -5273734.500000 Penalty: 2601.076904
	Iteration 0F: 2 clusters Score -5273734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5249354.000000 Penalty: 5202.153809
	Iteration 0F: 3 clusters Score -5249354 nChanged 16263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -5258415.500000 Penalty: 5202.153809
	Iteration 1F: 3 clusters Score -5258416 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -5259056.000000 Penalty: 5202.153809
	Iteration 2Q: 3 clusters Score -5259056 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5259749.000000 Penalty: 5202.153809
	Iteration 3Q: 3 clusters Score -5259749 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5260509.000000 Penalty: 5202.153809
	Iteration 4Q: 3 clusters Score -5260509 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5261538.000000 Penalty: 5202.153809
	Iteration 5Q: 3 clusters Score -5261538 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -5262804.500000 Penalty: 5202.153809
	Iteration 6F: 3 clusters Score -5262804 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -5264318.000000 Penalty: 5202.153809
	Iteration 7F: 3 clusters Score -5264318 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -5266070.000000 Penalty: 5202.153809
	Iteration 8F: 3 clusters Score -5266070 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5267855.000000 Penalty: 5202.153809
	Iteration 9F: 3 clusters Score -5267855 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5269333.500000 Penalty: 5202.153809
	Iteration 10Q: 3 clusters Score -5269334 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5270257.500000 Penalty: 5202.153809
	Iteration 11Q: 3 clusters Score -5270258 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5270749.500000 Penalty: 5202.153809
	Iteration 12Q: 3 clusters Score -5270750 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5271071.500000 Penalty: 5202.153809
	Iteration 13Q: 3 clusters Score -5271072 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5271217.000000 Penalty: 5202.153809
	Iteration 14Q: 3 clusters Score -5271217 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5271286.000000 Penalty: 5202.153809
	Iteration 15Q: 3 clusters Score -5271286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5271334.500000 Penalty: 5202.153809
	Iteration 16Q: 3 clusters Score -5271334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5271378.500000 Penalty: 5202.153809
	Iteration 17Q: 3 clusters Score -5271378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5271419.500000 Penalty: 5202.153809
	Iteration 18Q: 3 clusters Score -5271420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5271459.000000 Penalty: 5202.153809
	Iteration 19Q: 3 clusters Score -5271459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5271478.000000 Penalty: 5202.153809
	Iteration 20F: 3 clusters Score -5271478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5271491.500000 Penalty: 5202.153809
	Iteration 21Q: 3 clusters Score -5271492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5271510.000000 Penalty: 5202.153809
	Iteration 22Q: 3 clusters Score -5271510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5271525.000000 Penalty: 5202.153809
	Iteration 23Q: 3 clusters Score -5271525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5271537.000000 Penalty: 5202.153809
	Iteration 24Q: 3 clusters Score -5271537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5271541.000000 Penalty: 5202.153809
	Iteration 25Q: 3 clusters Score -5271541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5271549.500000 Penalty: 5202.153809
	Iteration 26Q: 3 clusters Score -5271550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5271562.000000 Penalty: 5202.153809
	Iteration 27Q: 3 clusters Score -5271562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5271566.000000 Penalty: 5202.153809
	Iteration 28Q: 3 clusters Score -5271566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5271569.000000 Penalty: 5202.153809
	Iteration 29Q: 3 clusters Score -5271569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5271571.000000 Penalty: 5202.153809
	Iteration 30Q: 3 clusters Score -5271571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5271568.000000 Penalty: 5202.153809
	Iteration 31Q: 3 clusters Score -5271568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5271577.500000 Penalty: 5202.153809
	Iteration 32Q: 3 clusters Score -5271578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5271580.000000 Penalty: 5202.153809
	Iteration 33Q: 3 clusters Score -5271580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5271580.000000 Penalty: 5202.153809
	Iteration 34F: 3 clusters Score -5271580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (70551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Entering Unmasked Estep 
Score: -10398694.000000 Penalty: 2768.694580
	Iteration 0F: 2 clusters Score -1.039869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -10351471.000000 Penalty: 5537.389160
	Iteration 0F: 3 clusters Score -1.035147e+07 nChanged 32925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -10370251.000000 Penalty: 5537.389160
	Iteration 1F: 3 clusters Score -1.037025e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -10371195.000000 Penalty: 5537.389160
	Iteration 2Q: 3 clusters Score -1.03712e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -10372538.000000 Penalty: 5537.389160
	Iteration 3Q: 3 clusters Score -1.037254e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -10374048.000000 Penalty: 5537.389160
	Iteration 4F: 3 clusters Score -1.037405e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -10376252.000000 Penalty: 5537.389160
	Iteration 5F: 3 clusters Score -1.037625e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -10378883.000000 Penalty: 5537.389160
	Iteration 6F: 3 clusters Score -1.037888e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -10381686.000000 Penalty: 5537.389160
	Iteration 7F: 3 clusters Score -1.038169e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -10384613.000000 Penalty: 5537.389160
	Iteration 8F: 3 clusters Score -1.038461e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -10387172.000000 Penalty: 5537.389160
	Iteration 9F: 3 clusters Score -1.038717e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -10389468.000000 Penalty: 5537.389160
	Iteration 10Q: 3 clusters Score -1.038947e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -10391594.000000 Penalty: 5537.389160
	Iteration 11Q: 3 clusters Score -1.039159e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -10393359.000000 Penalty: 5537.389160
	Iteration 12Q: 3 clusters Score -1.039336e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -10394646.000000 Penalty: 5537.389160
	Iteration 13Q: 3 clusters Score -1.039465e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -10395372.000000 Penalty: 5537.389160
	Iteration 14Q: 3 clusters Score -1.039537e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -10395863.000000 Penalty: 5537.389160
	Iteration 15Q: 3 clusters Score -1.039586e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -10396146.000000 Penalty: 5537.389160
	Iteration 16Q: 3 clusters Score -1.039615e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -10396373.000000 Penalty: 5537.389160
	Iteration 17Q: 3 clusters Score -1.039637e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -10396473.000000 Penalty: 5537.389160
	Iteration 18Q: 3 clusters Score -1.039647e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -10396514.000000 Penalty: 5537.389160
	Iteration 19Q: 3 clusters Score -1.039651e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -10396571.000000 Penalty: 5537.389160
	Iteration 20F: 3 clusters Score -1.039657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -10396628.000000 Penalty: 5537.389160
	Iteration 21Q: 3 clusters Score -1.039663e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -10396658.000000 Penalty: 5537.389160
	Iteration 22Q: 3 clusters Score -1.039666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -10396675.000000 Penalty: 5537.389160
	Iteration 23Q: 3 clusters Score -1.039668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -10396689.000000 Penalty: 5537.389160
	Iteration 24Q: 3 clusters Score -1.039669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -10396695.000000 Penalty: 5537.389160
	Iteration 25Q: 3 clusters Score -1.03967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -10396714.000000 Penalty: 5537.389160
	Iteration 26Q: 3 clusters Score -1.039671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -10396709.000000 Penalty: 5537.389160
	Iteration 27Q: 3 clusters Score -1.039671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -10396723.000000 Penalty: 5537.389160
	Iteration 28Q: 3 clusters Score -1.039672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -10396715.000000 Penalty: 5537.389160
	Iteration 29Q: 3 clusters Score -1.039672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -10396728.000000 Penalty: 5537.389160
	Iteration 30Q: 3 clusters Score -1.039673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -10396727.000000 Penalty: 5537.389160
	Iteration 31Q: 3 clusters Score -1.039673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -10396722.000000 Penalty: 5537.389160
	Iteration 32Q: 3 clusters Score -1.039672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -10396725.000000 Penalty: 5537.389160
	Iteration 33Q: 3 clusters Score -1.039672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -10396730.000000 Penalty: 5537.389160
	Iteration 34Q: 3 clusters Score -1.039673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -10396731.000000 Penalty: 5537.389160
	Iteration 35Q: 3 clusters Score -1.039673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -10396739.000000 Penalty: 5537.389160
	Iteration 36Q: 3 clusters Score -1.039674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -10396727.000000 Penalty: 5537.389160
	Iteration 37Q: 3 clusters Score -1.039673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -10396731.000000 Penalty: 5537.389160
	Iteration 38Q: 3 clusters Score -1.039673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -10396725.000000 Penalty: 5537.389160
	Iteration 39Q: 3 clusters Score -1.039672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -10396732.000000 Penalty: 5537.389160
	Iteration 40F: 3 clusters Score -1.039673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -10396730.000000 Penalty: 5537.389160
	Iteration 41Q: 3 clusters Score -1.039673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -10396730.000000 Penalty: 5537.389160
	Iteration 42Q: 3 clusters Score -1.039673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -10396726.000000 Penalty: 5537.389160
	Iteration 43Q: 3 clusters Score -1.039673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -10396726.000000 Penalty: 5537.389160
	Iteration 44F: 3 clusters Score -1.039673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Entering Unmasked Estep 
Score: -3081658.750000 Penalty: 2484.203857
	Iteration 0F: 2 clusters Score -3081659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3066000.500000 Penalty: 4968.407715
	Iteration 0F: 3 clusters Score -3066000 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3071490.250000 Penalty: 4968.407715
	Iteration 1F: 3 clusters Score -3071490 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3072257.750000 Penalty: 4968.407715
	Iteration 2F: 3 clusters Score -3072258 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3073393.250000 Penalty: 4968.407715
	Iteration 3F: 3 clusters Score -3073393 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3074913.000000 Penalty: 4968.407715
	Iteration 4F: 3 clusters Score -3074913 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3076337.000000 Penalty: 4968.407715
	Iteration 5F: 3 clusters Score -3076337 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3077309.000000 Penalty: 4968.407715
	Iteration 6F: 3 clusters Score -3077309 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3077949.250000 Penalty: 4968.407715
	Iteration 7F: 3 clusters Score -3077949 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3078424.000000 Penalty: 4968.407715
	Iteration 8Q: 3 clusters Score -3078424 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3078846.000000 Penalty: 4968.407715
	Iteration 9Q: 3 clusters Score -3078846 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3079227.500000 Penalty: 4968.407715
	Iteration 10Q: 3 clusters Score -3079228 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3079674.750000 Penalty: 4968.407715
	Iteration 11Q: 3 clusters Score -3079675 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3080196.250000 Penalty: 4968.407715
	Iteration 12Q: 3 clusters Score -3080196 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3080715.750000 Penalty: 4968.407715
	Iteration 13Q: 3 clusters Score -3080716 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3081181.750000 Penalty: 4968.407715
	Iteration 14Q: 3 clusters Score -3081182 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3081564.000000 Penalty: 4968.407715
	Iteration 15Q: 3 clusters Score -3081564 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3081947.500000 Penalty: 4968.407715
	Iteration 16Q: 3 clusters Score -3081948 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3082337.500000 Penalty: 4968.407715
	Iteration 17Q: 3 clusters Score -3082338 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3082717.250000 Penalty: 4968.407715
	Iteration 18Q: 3 clusters Score -3082717 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3083079.500000 Penalty: 4968.407715
	Iteration 19Q: 3 clusters Score -3083080 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3083397.250000 Penalty: 4968.407715
	Iteration 20F: 3 clusters Score -3083397 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3083675.750000 Penalty: 4968.407715
	Iteration 21Q: 3 clusters Score -3083676 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3083847.500000 Penalty: 4968.407715
	Iteration 22Q: 3 clusters Score -3083848 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3083946.250000 Penalty: 4968.407715
	Iteration 23Q: 3 clusters Score -3083946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3084014.750000 Penalty: 4968.407715
	Iteration 24Q: 3 clusters Score -3084015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3084069.750000 Penalty: 4968.407715
	Iteration 25Q: 3 clusters Score -3084070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3084098.500000 Penalty: 4968.407715
	Iteration 26Q: 3 clusters Score -3084098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3084105.000000 Penalty: 4968.407715
	Iteration 27Q: 3 clusters Score -3084105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3084113.000000 Penalty: 4968.407715
	Iteration 28Q: 3 clusters Score -3084113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3084125.250000 Penalty: 4968.407715
	Iteration 29Q: 3 clusters Score -3084125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3084126.000000 Penalty: 4968.407715
	Iteration 30Q: 3 clusters Score -3084126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3084127.250000 Penalty: 4968.407715
	Iteration 31Q: 3 clusters Score -3084127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3084126.750000 Penalty: 4968.407715
	Iteration 32Q: 3 clusters Score -3084127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3084129.250000 Penalty: 4968.407715
	Iteration 33Q: 3 clusters Score -3084129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3084128.250000 Penalty: 4968.407715
	Iteration 34Q: 3 clusters Score -3084128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3084128.000000 Penalty: 4968.407715
	Iteration 35Q: 3 clusters Score -3084128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3084132.750000 Penalty: 4968.407715
	Iteration 36Q: 3 clusters Score -3084133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3084129.250000 Penalty: 4968.407715
	Iteration 37Q: 3 clusters Score -3084129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3084130.250000 Penalty: 4968.407715
	Iteration 38Q: 3 clusters Score -3084130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3084130.250000 Penalty: 4968.407715
	Iteration 39F: 3 clusters Score -3084130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 309110 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 10235 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
Score: -95371104.000000 Penalty: 73121.679688
Splitting cluster 4 changes total score from -95369096.000000 to -95371104.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -100152.875000 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -100152.9 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 474 members 
Entering Unmasked Estep 
Score: -98702.710938 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -98702.71 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99938.226562 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -99938.23 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -100379.218750 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -100379.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -100635.414062 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -100635.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100844.789062 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -100844.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100908.875000 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -100908.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -100959.093750 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -100959.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100983.359375 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -100983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100996.054688 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -100996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101010.492188 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -101010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101023.531250 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -101023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101032.875000 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -101032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101035.250000 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -101035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101038.367188 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -101038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101040.007812 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -101040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101042.437500 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -101042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -101044.210938 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -101044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101045.156250 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -101045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101046.312500 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -101046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101046.312500 Penalty: 3415.719727
	Iteration 19F: 3 clusters Score -101046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 309110 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 10235 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
Score: -95370368.000000 Penalty: 76445.390625
Splitting cluster 7 changes total score from -95369096.000000 to -95370368.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (26833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Entering Unmasked Estep 
Score: -3912139.250000 Penalty: 2528.952148
	Iteration 0F: 2 clusters Score -3912139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3893611.750000 Penalty: 5057.904297
	Iteration 0F: 3 clusters Score -3893612 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3900507.250000 Penalty: 5057.904297
	Iteration 1F: 3 clusters Score -3900507 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3901152.250000 Penalty: 5057.904297
	Iteration 2F: 3 clusters Score -3901152 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3901771.750000 Penalty: 5057.904297
	Iteration 3F: 3 clusters Score -3901772 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3902482.250000 Penalty: 5057.904297
	Iteration 4F: 3 clusters Score -3902482 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3903306.000000 Penalty: 5057.904297
	Iteration 5F: 3 clusters Score -3903306 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3904293.500000 Penalty: 5057.904297
	Iteration 6F: 3 clusters Score -3904294 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3905410.750000 Penalty: 5057.904297
	Iteration 7F: 3 clusters Score -3905411 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3906617.500000 Penalty: 5057.904297
	Iteration 8F: 3 clusters Score -3906618 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3907714.500000 Penalty: 5057.904297
	Iteration 9Q: 3 clusters Score -3907714 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3908559.250000 Penalty: 5057.904297
	Iteration 10Q: 3 clusters Score -3908559 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3909092.250000 Penalty: 5057.904297
	Iteration 11Q: 3 clusters Score -3909092 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3909419.250000 Penalty: 5057.904297
	Iteration 12Q: 3 clusters Score -3909419 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3909611.500000 Penalty: 5057.904297
	Iteration 13Q: 3 clusters Score -3909612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3909733.500000 Penalty: 5057.904297
	Iteration 14Q: 3 clusters Score -3909734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3909810.500000 Penalty: 5057.904297
	Iteration 15Q: 3 clusters Score -3909810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3909836.500000 Penalty: 5057.904297
	Iteration 16Q: 3 clusters Score -3909836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3909866.500000 Penalty: 5057.904297
	Iteration 17Q: 3 clusters Score -3909866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3909892.000000 Penalty: 5057.904297
	Iteration 18Q: 3 clusters Score -3909892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3909918.750000 Penalty: 5057.904297
	Iteration 19Q: 3 clusters Score -3909919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3909943.500000 Penalty: 5057.904297
	Iteration 20F: 3 clusters Score -3909944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3909950.500000 Penalty: 5057.904297
	Iteration 21Q: 3 clusters Score -3909950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3909956.500000 Penalty: 5057.904297
	Iteration 22Q: 3 clusters Score -3909956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3909961.750000 Penalty: 5057.904297
	Iteration 23Q: 3 clusters Score -3909962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3909963.500000 Penalty: 5057.904297
	Iteration 24Q: 3 clusters Score -3909964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3909964.750000 Penalty: 5057.904297
	Iteration 25Q: 3 clusters Score -3909965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3909962.250000 Penalty: 5057.904297
	Iteration 26Q: 3 clusters Score -3909962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3909965.250000 Penalty: 5057.904297
	Iteration 27Q: 3 clusters Score -3909965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3909968.000000 Penalty: 5057.904297
	Iteration 28Q: 3 clusters Score -3909968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3909966.250000 Penalty: 5057.904297
	Iteration 29Q: 3 clusters Score -3909966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3909966.000000 Penalty: 5057.904297
	Iteration 30Q: 3 clusters Score -3909966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3909970.250000 Penalty: 5057.904297
	Iteration 31Q: 3 clusters Score -3909970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3909970.250000 Penalty: 5057.904297
	Iteration 32Q: 3 clusters Score -3909970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3909973.750000 Penalty: 5057.904297
	Iteration 33Q: 3 clusters Score -3909974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3909980.500000 Penalty: 5057.904297
	Iteration 34Q: 3 clusters Score -3909980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3909985.000000 Penalty: 5057.904297
	Iteration 35Q: 3 clusters Score -3909985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3909992.250000 Penalty: 5057.904297
	Iteration 36Q: 3 clusters Score -3909992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3909998.750000 Penalty: 5057.904297
	Iteration 37Q: 3 clusters Score -3909999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3909994.750000 Penalty: 5057.904297
	Iteration 38Q: 3 clusters Score -3909995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3909995.250000 Penalty: 5057.904297
	Iteration 39Q: 3 clusters Score -3909995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3909999.500000 Penalty: 5057.904297
	Iteration 40F: 3 clusters Score -3910000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3910004.250000 Penalty: 5057.904297
	Iteration 41Q: 3 clusters Score -3910004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3910001.750000 Penalty: 5057.904297
	Iteration 42Q: 3 clusters Score -3910002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3910010.000000 Penalty: 5057.904297
	Iteration 43Q: 3 clusters Score -3910010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3910008.000000 Penalty: 5057.904297
	Iteration 44Q: 3 clusters Score -3910008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3910007.500000 Penalty: 5057.904297
	Iteration 45Q: 3 clusters Score -3910008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3910010.000000 Penalty: 5057.904297
	Iteration 46Q: 3 clusters Score -3910010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3910010.000000 Penalty: 5057.904297
	Iteration 47F: 3 clusters Score -3910010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1209432.375000 Penalty: 2239.770508
	Iteration 0F: 2 clusters Score -1209432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1202752.125000 Penalty: 4479.541016
	Iteration 0F: 3 clusters Score -1202752 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1204648.750000 Penalty: 4479.541016
	Iteration 1F: 3 clusters Score -1204649 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1204907.750000 Penalty: 4479.541016
	Iteration 2F: 3 clusters Score -1204908 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1205089.750000 Penalty: 4479.541016
	Iteration 3Q: 3 clusters Score -1205090 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1205234.250000 Penalty: 4479.541016
	Iteration 4Q: 3 clusters Score -1205234 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1205348.625000 Penalty: 4479.541016
	Iteration 5Q: 3 clusters Score -1205349 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1205432.250000 Penalty: 4479.541016
	Iteration 6Q: 3 clusters Score -1205432 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1205512.250000 Penalty: 4479.541016
	Iteration 7Q: 3 clusters Score -1205512 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1205586.625000 Penalty: 4479.541016
	Iteration 8Q: 3 clusters Score -1205587 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1205664.125000 Penalty: 4479.541016
	Iteration 9Q: 3 clusters Score -1205664 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1205758.500000 Penalty: 4479.541016
	Iteration 10Q: 3 clusters Score -1205758 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1205859.375000 Penalty: 4479.541016
	Iteration 11Q: 3 clusters Score -1205859 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1205954.750000 Penalty: 4479.541016
	Iteration 12Q: 3 clusters Score -1205955 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1206056.375000 Penalty: 4479.541016
	Iteration 13Q: 3 clusters Score -1206056 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1206164.125000 Penalty: 4479.541016
	Iteration 14Q: 3 clusters Score -1206164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1206278.625000 Penalty: 4479.541016
	Iteration 15Q: 3 clusters Score -1206279 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1206403.875000 Penalty: 4479.541016
	Iteration 16Q: 3 clusters Score -1206404 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1206541.125000 Penalty: 4479.541016
	Iteration 17Q: 3 clusters Score -1206541 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1206664.625000 Penalty: 4479.541016
	Iteration 18Q: 3 clusters Score -1206665 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1206778.000000 Penalty: 4479.541016
	Iteration 19Q: 3 clusters Score -1206778 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1206884.125000 Penalty: 4479.541016
	Iteration 20F: 3 clusters Score -1206884 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1206978.625000 Penalty: 4479.541016
	Iteration 21Q: 3 clusters Score -1206979 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1207074.500000 Penalty: 4479.541016
	Iteration 22Q: 3 clusters Score -1207074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1207172.625000 Penalty: 4479.541016
	Iteration 23Q: 3 clusters Score -1207173 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1207250.125000 Penalty: 4479.541016
	Iteration 24Q: 3 clusters Score -1207250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1207328.875000 Penalty: 4479.541016
	Iteration 25Q: 3 clusters Score -1207329 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1207388.250000 Penalty: 4479.541016
	Iteration 26Q: 3 clusters Score -1207388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1207445.500000 Penalty: 4479.541016
	Iteration 27Q: 3 clusters Score -1207446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1207484.375000 Penalty: 4479.541016
	Iteration 28Q: 3 clusters Score -1207484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1207509.500000 Penalty: 4479.541016
	Iteration 29Q: 3 clusters Score -1207510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1207529.125000 Penalty: 4479.541016
	Iteration 30Q: 3 clusters Score -1207529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1207544.250000 Penalty: 4479.541016
	Iteration 31Q: 3 clusters Score -1207544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1207549.500000 Penalty: 4479.541016
	Iteration 32Q: 3 clusters Score -1207550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1207557.250000 Penalty: 4479.541016
	Iteration 33Q: 3 clusters Score -1207557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1207562.250000 Penalty: 4479.541016
	Iteration 34Q: 3 clusters Score -1207562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1207570.500000 Penalty: 4479.541016
	Iteration 35Q: 3 clusters Score -1207570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1207573.500000 Penalty: 4479.541016
	Iteration 36Q: 3 clusters Score -1207574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1207578.375000 Penalty: 4479.541016
	Iteration 37Q: 3 clusters Score -1207578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1207583.625000 Penalty: 4479.541016
	Iteration 38Q: 3 clusters Score -1207584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1207585.250000 Penalty: 4479.541016
	Iteration 39Q: 3 clusters Score -1207585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1207589.750000 Penalty: 4479.541016
	Iteration 40F: 3 clusters Score -1207590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1207592.625000 Penalty: 4479.541016
	Iteration 41Q: 3 clusters Score -1207593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1207594.625000 Penalty: 4479.541016
	Iteration 42Q: 3 clusters Score -1207595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1207595.750000 Penalty: 4479.541016
	Iteration 43Q: 3 clusters Score -1207596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1207596.375000 Penalty: 4479.541016
	Iteration 44Q: 3 clusters Score -1207596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1207600.000000 Penalty: 4479.541016
	Iteration 45Q: 3 clusters Score -1207600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1207599.875000 Penalty: 4479.541016
	Iteration 46Q: 3 clusters Score -1207600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1207600.875000 Penalty: 4479.541016
	Iteration 47Q: 3 clusters Score -1207601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1207605.500000 Penalty: 4479.541016
	Iteration 48Q: 3 clusters Score -1207606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1207606.125000 Penalty: 4479.541016
	Iteration 49Q: 3 clusters Score -1207606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1207605.375000 Penalty: 4479.541016
	Iteration 50Q: 3 clusters Score -1207605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1207607.500000 Penalty: 4479.541016
	Iteration 51Q: 3 clusters Score -1207608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1207608.250000 Penalty: 4479.541016
	Iteration 52Q: 3 clusters Score -1207608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1207608.000000 Penalty: 4479.541016
	Iteration 53Q: 3 clusters Score -1207608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1207608.250000 Penalty: 4479.541016
	Iteration 54Q: 3 clusters Score -1207608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1207608.500000 Penalty: 4479.541016
	Iteration 55Q: 3 clusters Score -1207608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1207610.250000 Penalty: 4479.541016
	Iteration 56Q: 3 clusters Score -1207610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1207610.250000 Penalty: 4479.541016
	Iteration 57Q: 3 clusters Score -1207610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1207611.875000 Penalty: 4479.541016
	Iteration 58Q: 3 clusters Score -1207612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1207613.000000 Penalty: 4479.541016
	Iteration 59Q: 3 clusters Score -1207613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1207613.125000 Penalty: 4479.541016
	Iteration 60F: 3 clusters Score -1207613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1207610.875000 Penalty: 4479.541016
	Iteration 61Q: 3 clusters Score -1207611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1207614.875000 Penalty: 4479.541016
	Iteration 62Q: 3 clusters Score -1207615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1207614.000000 Penalty: 4479.541016
	Iteration 63Q: 3 clusters Score -1207614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1207614.000000 Penalty: 4479.541016
	Iteration 64F: 3 clusters Score -1207614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (309110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309110 members 
Entering Unmasked Estep 
Score: -45954748.000000 Penalty: 3135.080322
	Iteration 0F: 2 clusters Score -4.595475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154280 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -45841956.000000 Penalty: 6270.160645
	Iteration 0F: 3 clusters Score -4.584196e+07 nChanged 149905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144951 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -45932860.000000 Penalty: 6270.160645
	Iteration 1F: 3 clusters Score -4.593286e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135937 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -45936564.000000 Penalty: 6270.160645
	Iteration 2Q: 3 clusters Score -4.593656e+07 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123166 members 
Mstep: Class 2 contains 185944 members 
Entering Unmasked Estep 
Score: -45942736.000000 Penalty: 6270.160645
	Iteration 3F: 3 clusters Score -4.594274e+07 nChanged 21137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 202487 members 
Entering Unmasked Estep 
Score: -45951436.000000 Penalty: 6270.160645
	Iteration 4F: 3 clusters Score -4.595144e+07 nChanged 23889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 220976 members 
Entering Unmasked Estep 
Score: -45958904.000000 Penalty: 6270.160645
	Iteration 5F: 3 clusters Score -4.59589e+07 nChanged 22769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 237405 members 
Entering Unmasked Estep 
Score: -45974076.000000 Penalty: 6270.160645
	Iteration 6F: 3 clusters Score -4.597408e+07 nChanged 19669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 250556 members 
Entering Unmasked Estep 
Score: -45985264.000000 Penalty: 6270.160645
	Iteration 7F: 3 clusters Score -4.598526e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 259330 members 
Entering Unmasked Estep 
Score: -45990236.000000 Penalty: 6270.160645
	Iteration 8Q: 3 clusters Score -4.599024e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 264749 members 
Entering Unmasked Estep 
Score: -45990652.000000 Penalty: 6270.160645
	Iteration 9Q: 3 clusters Score -4.599065e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 268435 members 
Entering Unmasked Estep 
Score: -45989064.000000 Penalty: 6270.160645
	Iteration 10Q: 3 clusters Score -4.598906e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 271278 members 
Entering Unmasked Estep 
Score: -45987008.000000 Penalty: 6270.160645
	Iteration 11Q: 3 clusters Score -4.598701e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 273479 members 
Entering Unmasked Estep 
Score: -45985248.000000 Penalty: 6270.160645
	Iteration 12Q: 3 clusters Score -4.598525e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 275373 members 
Entering Unmasked Estep 
Score: -45983440.000000 Penalty: 6270.160645
	Iteration 13Q: 3 clusters Score -4.598344e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 276933 members 
Entering Unmasked Estep 
Score: -45982424.000000 Penalty: 6270.160645
	Iteration 14Q: 3 clusters Score -4.598242e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 278234 members 
Entering Unmasked Estep 
Score: -45981456.000000 Penalty: 6270.160645
	Iteration 15Q: 3 clusters Score -4.598146e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 279376 members 
Entering Unmasked Estep 
Score: -45980584.000000 Penalty: 6270.160645
	Iteration 16Q: 3 clusters Score -4.598058e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 280383 members 
Entering Unmasked Estep 
Score: -45979956.000000 Penalty: 6270.160645
	Iteration 17Q: 3 clusters Score -4.597996e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 281315 members 
Entering Unmasked Estep 
Score: -45979196.000000 Penalty: 6270.160645
	Iteration 18Q: 3 clusters Score -4.59792e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 282092 members 
Entering Unmasked Estep 
Score: -45978540.000000 Penalty: 6270.160645
	Iteration 19Q: 3 clusters Score -4.597854e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 282794 members 
Entering Unmasked Estep 
Score: -45978184.000000 Penalty: 6270.160645
	Iteration 20F: 3 clusters Score -4.597818e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 283423 members 
Entering Unmasked Estep 
Score: -45977636.000000 Penalty: 6270.160645
	Iteration 21Q: 3 clusters Score -4.597764e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 284045 members 
Entering Unmasked Estep 
Score: -45977420.000000 Penalty: 6270.160645
	Iteration 22Q: 3 clusters Score -4.597742e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 284628 members 
Entering Unmasked Estep 
Score: -45977148.000000 Penalty: 6270.160645
	Iteration 23Q: 3 clusters Score -4.597715e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 285200 members 
Entering Unmasked Estep 
Score: -45976884.000000 Penalty: 6270.160645
	Iteration 24Q: 3 clusters Score -4.597688e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 285776 members 
Entering Unmasked Estep 
Score: -45976804.000000 Penalty: 6270.160645
	Iteration 25Q: 3 clusters Score -4.59768e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 286324 members 
Entering Unmasked Estep 
Score: -45976692.000000 Penalty: 6270.160645
	Iteration 26Q: 3 clusters Score -4.597669e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 286893 members 
Entering Unmasked Estep 
Score: -45976492.000000 Penalty: 6270.160645
	Iteration 27Q: 3 clusters Score -4.597649e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 287464 members 
Entering Unmasked Estep 
Score: -45976172.000000 Penalty: 6270.160645
	Iteration 28Q: 3 clusters Score -4.597617e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 288019 members 
Entering Unmasked Estep 
Score: -45975952.000000 Penalty: 6270.160645
	Iteration 29Q: 3 clusters Score -4.597595e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 288572 members 
Entering Unmasked Estep 
Score: -45975680.000000 Penalty: 6270.160645
	Iteration 30Q: 3 clusters Score -4.597568e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 289126 members 
Entering Unmasked Estep 
Score: -45975192.000000 Penalty: 6270.160645
	Iteration 31Q: 3 clusters Score -4.597519e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 289702 members 
Entering Unmasked Estep 
Score: -45974812.000000 Penalty: 6270.160645
	Iteration 32Q: 3 clusters Score -4.597481e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 290248 members 
Entering Unmasked Estep 
Score: -45974364.000000 Penalty: 6270.160645
	Iteration 33Q: 3 clusters Score -4.597436e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 290795 members 
Entering Unmasked Estep 
Score: -45974008.000000 Penalty: 6270.160645
	Iteration 34Q: 3 clusters Score -4.597401e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 291323 members 
Entering Unmasked Estep 
Score: -45973544.000000 Penalty: 6270.160645
	Iteration 35Q: 3 clusters Score -4.597354e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 291835 members 
Entering Unmasked Estep 
Score: -45973068.000000 Penalty: 6270.160645
	Iteration 36Q: 3 clusters Score -4.597307e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 292345 members 
Entering Unmasked Estep 
Score: -45972632.000000 Penalty: 6270.160645
	Iteration 37Q: 3 clusters Score -4.597263e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 292828 members 
Entering Unmasked Estep 
Score: -45972332.000000 Penalty: 6270.160645
	Iteration 38Q: 3 clusters Score -4.597233e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 293319 members 
Entering Unmasked Estep 
Score: -45972188.000000 Penalty: 6270.160645
	Iteration 39Q: 3 clusters Score -4.597219e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 293818 members 
Entering Unmasked Estep 
Score: -45971864.000000 Penalty: 6270.160645
	Iteration 40F: 3 clusters Score -4.597186e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 294302 members 
Entering Unmasked Estep 
Score: -45971604.000000 Penalty: 6270.160645
	Iteration 41Q: 3 clusters Score -4.59716e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 294792 members 
Entering Unmasked Estep 
Score: -45971300.000000 Penalty: 6270.160645
	Iteration 42Q: 3 clusters Score -4.59713e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 295266 members 
Entering Unmasked Estep 
Score: -45970988.000000 Penalty: 6270.160645
	Iteration 43Q: 3 clusters Score -4.597099e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 295691 members 
Entering Unmasked Estep 
Score: -45970540.000000 Penalty: 6270.160645
	Iteration 44Q: 3 clusters Score -4.597054e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 296052 members 
Entering Unmasked Estep 
Score: -45970316.000000 Penalty: 6270.160645
	Iteration 45Q: 3 clusters Score -4.597032e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 296405 members 
Entering Unmasked Estep 
Score: -45969960.000000 Penalty: 6270.160645
	Iteration 46Q: 3 clusters Score -4.596996e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 296703 members 
Entering Unmasked Estep 
Score: -45969624.000000 Penalty: 6270.160645
	Iteration 47Q: 3 clusters Score -4.596962e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 296967 members 
Entering Unmasked Estep 
Score: -45969296.000000 Penalty: 6270.160645
	Iteration 48Q: 3 clusters Score -4.59693e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 297195 members 
Entering Unmasked Estep 
Score: -45969068.000000 Penalty: 6270.160645
	Iteration 49Q: 3 clusters Score -4.596907e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 297428 members 
Entering Unmasked Estep 
Score: -45968932.000000 Penalty: 6270.160645
	Iteration 50Q: 3 clusters Score -4.596893e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 297642 members 
Entering Unmasked Estep 
Score: -45968780.000000 Penalty: 6270.160645
	Iteration 51Q: 3 clusters Score -4.596878e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 297846 members 
Entering Unmasked Estep 
Score: -45968600.000000 Penalty: 6270.160645
	Iteration 52Q: 3 clusters Score -4.59686e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 298032 members 
Entering Unmasked Estep 
Score: -45968448.000000 Penalty: 6270.160645
	Iteration 53Q: 3 clusters Score -4.596845e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 298205 members 
Entering Unmasked Estep 
Score: -45968272.000000 Penalty: 6270.160645
	Iteration 54Q: 3 clusters Score -4.596827e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 298381 members 
Entering Unmasked Estep 
Score: -45967996.000000 Penalty: 6270.160645
	Iteration 55Q: 3 clusters Score -4.5968e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 298532 members 
Entering Unmasked Estep 
Score: -45967972.000000 Penalty: 6270.160645
	Iteration 56Q: 3 clusters Score -4.596797e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 298668 members 
Entering Unmasked Estep 
Score: -45967820.000000 Penalty: 6270.160645
	Iteration 57Q: 3 clusters Score -4.596782e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 298768 members 
Entering Unmasked Estep 
Score: -45967760.000000 Penalty: 6270.160645
	Iteration 58Q: 3 clusters Score -4.596776e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 298844 members 
Entering Unmasked Estep 
Score: -45967680.000000 Penalty: 6270.160645
	Iteration 59Q: 3 clusters Score -4.596768e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 298915 members 
Entering Unmasked Estep 
Score: -45967648.000000 Penalty: 6270.160645
	Iteration 60F: 3 clusters Score -4.596765e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 298986 members 
Entering Unmasked Estep 
Score: -45967580.000000 Penalty: 6270.160645
	Iteration 61Q: 3 clusters Score -4.596758e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 299051 members 
Entering Unmasked Estep 
Score: -45967480.000000 Penalty: 6270.160645
	Iteration 62Q: 3 clusters Score -4.596748e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 299130 members 
Entering Unmasked Estep 
Score: -45967364.000000 Penalty: 6270.160645
	Iteration 63Q: 3 clusters Score -4.596736e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 299189 members 
Entering Unmasked Estep 
Score: -45967328.000000 Penalty: 6270.160645
	Iteration 64Q: 3 clusters Score -4.596733e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 299247 members 
Entering Unmasked Estep 
Score: -45967288.000000 Penalty: 6270.160645
	Iteration 65Q: 3 clusters Score -4.596729e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 299290 members 
Entering Unmasked Estep 
Score: -45967200.000000 Penalty: 6270.160645
	Iteration 66Q: 3 clusters Score -4.59672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 299332 members 
Entering Unmasked Estep 
Score: -45967180.000000 Penalty: 6270.160645
	Iteration 67Q: 3 clusters Score -4.596718e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 299374 members 
Entering Unmasked Estep 
Score: -45967144.000000 Penalty: 6270.160645
	Iteration 68Q: 3 clusters Score -4.596714e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 299415 members 
Entering Unmasked Estep 
Score: -45967092.000000 Penalty: 6270.160645
	Iteration 69Q: 3 clusters Score -4.596709e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 299453 members 
Entering Unmasked Estep 
Score: -45967048.000000 Penalty: 6270.160645
	Iteration 70Q: 3 clusters Score -4.596705e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 299491 members 
Entering Unmasked Estep 
Score: -45967032.000000 Penalty: 6270.160645
	Iteration 71Q: 3 clusters Score -4.596703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 299518 members 
Entering Unmasked Estep 
Score: -45967036.000000 Penalty: 6270.160645
	Iteration 72Q: 3 clusters Score -4.596704e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 299551 members 
Entering Unmasked Estep 
Score: -45967000.000000 Penalty: 6270.160645
	Iteration 73Q: 3 clusters Score -4.5967e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 299586 members 
Entering Unmasked Estep 
Score: -45966968.000000 Penalty: 6270.160645
	Iteration 74Q: 3 clusters Score -4.596697e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 299621 members 
Entering Unmasked Estep 
Score: -45966936.000000 Penalty: 6270.160645
	Iteration 75Q: 3 clusters Score -4.596694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 299651 members 
Entering Unmasked Estep 
Score: -45966908.000000 Penalty: 6270.160645
	Iteration 76Q: 3 clusters Score -4.596691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 299675 members 
Entering Unmasked Estep 
Score: -45966904.000000 Penalty: 6270.160645
	Iteration 77Q: 3 clusters Score -4.59669e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 299704 members 
Entering Unmasked Estep 
Score: -45966856.000000 Penalty: 6270.160645
	Iteration 78Q: 3 clusters Score -4.596686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 299724 members 
Entering Unmasked Estep 
Score: -45966804.000000 Penalty: 6270.160645
	Iteration 79Q: 3 clusters Score -4.59668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 299738 members 
Entering Unmasked Estep 
Score: -45966824.000000 Penalty: 6270.160645
	Iteration 80F: 3 clusters Score -4.596682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 299750 members 
Entering Unmasked Estep 
Score: -45966836.000000 Penalty: 6270.160645
	Iteration 81Q: 3 clusters Score -4.596684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 299767 members 
Entering Unmasked Estep 
Score: -45966864.000000 Penalty: 6270.160645
	Iteration 82Q: 3 clusters Score -4.596686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 299778 members 
Entering Unmasked Estep 
Score: -45966812.000000 Penalty: 6270.160645
	Iteration 83Q: 3 clusters Score -4.596681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 299794 members 
Entering Unmasked Estep 
Score: -45966812.000000 Penalty: 6270.160645
	Iteration 84Q: 3 clusters Score -4.596681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 299804 members 
Entering Unmasked Estep 
Score: -45966800.000000 Penalty: 6270.160645
	Iteration 85Q: 3 clusters Score -4.59668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 299814 members 
Entering Unmasked Estep 
Score: -45966780.000000 Penalty: 6270.160645
	Iteration 86Q: 3 clusters Score -4.596678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 299829 members 
Entering Unmasked Estep 
Score: -45966728.000000 Penalty: 6270.160645
	Iteration 87Q: 3 clusters Score -4.596673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 299841 members 
Entering Unmasked Estep 
Score: -45966676.000000 Penalty: 6270.160645
	Iteration 88Q: 3 clusters Score -4.596668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 299860 members 
Entering Unmasked Estep 
Score: -45966684.000000 Penalty: 6270.160645
	Iteration 89Q: 3 clusters Score -4.596668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 299880 members 
Entering Unmasked Estep 
Score: -45966640.000000 Penalty: 6270.160645
	Iteration 90Q: 3 clusters Score -4.596664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 299896 members 
Entering Unmasked Estep 
Score: -45966656.000000 Penalty: 6270.160645
	Iteration 91Q: 3 clusters Score -4.596666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 299913 members 
Entering Unmasked Estep 
Score: -45966628.000000 Penalty: 6270.160645
	Iteration 92Q: 3 clusters Score -4.596663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 299934 members 
Entering Unmasked Estep 
Score: -45966584.000000 Penalty: 6270.160645
	Iteration 93Q: 3 clusters Score -4.596658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 299955 members 
Entering Unmasked Estep 
Score: -45966540.000000 Penalty: 6270.160645
	Iteration 94Q: 3 clusters Score -4.596654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 299965 members 
Entering Unmasked Estep 
Score: -45966568.000000 Penalty: 6270.160645
	Iteration 95Q: 3 clusters Score -4.596657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 299968 members 
Entering Unmasked Estep 
Score: -45966576.000000 Penalty: 6270.160645
	Iteration 96Q: 3 clusters Score -4.596658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 299973 members 
Entering Unmasked Estep 
Score: -45966536.000000 Penalty: 6270.160645
	Iteration 97Q: 3 clusters Score -4.596654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 299976 members 
Entering Unmasked Estep 
Score: -45966532.000000 Penalty: 6270.160645
	Iteration 98Q: 3 clusters Score -4.596653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 299976 members 
Entering Unmasked Estep 
Score: -45966552.000000 Penalty: 6270.160645
	Iteration 99Q: 3 clusters Score -4.596655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 299977 members 
Entering Unmasked Estep 
Score: -45966552.000000 Penalty: 6270.160645
	Iteration 100F: 3 clusters Score -4.596655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 299978 members 
Entering Unmasked Estep 
Score: -45966548.000000 Penalty: 6270.160645
	Iteration 101Q: 3 clusters Score -4.596655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 299978 members 
Entering Unmasked Estep 
Score: -45966548.000000 Penalty: 6270.160645
	Iteration 102F: 3 clusters Score -4.596655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 10235 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 299978 members 
Entering Unmasked Estep 
Score: -95381720.000000 Penalty: 79769.101562
Splitting cluster 10 changes total score from -95369096.000000 to -95381720.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -238147.515625 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -238147.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -236067.937500 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -236067.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -237400.453125 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -237400.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -238483.875000 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -238483.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -239063.109375 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -239063.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -239204.515625 Penalty: 3684.748047
	Iteration 4Q: 3 clusters Score -239204.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -239226.515625 Penalty: 3684.748047
	Iteration 5Q: 3 clusters Score -239226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -239235.125000 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -239235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -239238.187500 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -239238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -239243.250000 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -239243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -239245.234375 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -239245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -239246.843750 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -239246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -239246.843750 Penalty: 3684.748047
	Iteration 11F: 3 clusters Score -239246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 10235 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 299978 members 
Mstep: Class 25 contains 287 members 
Entering Unmasked Estep 
Score: -95381520.000000 Penalty: 83092.820312
Splitting cluster 11 changes total score from -95369096.000000 to -95381520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (10235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Entering Unmasked Estep 
Score: -1260565.125000 Penalty: 2289.924805
	Iteration 0F: 2 clusters Score -1260565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1252782.000000 Penalty: 4579.849609
	Iteration 0F: 3 clusters Score -1252782 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1255344.250000 Penalty: 4579.849609
	Iteration 1F: 3 clusters Score -1255344 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1256140.625000 Penalty: 4579.849609
	Iteration 2F: 3 clusters Score -1256141 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1257563.250000 Penalty: 4579.849609
	Iteration 3F: 3 clusters Score -1257563 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1259589.875000 Penalty: 4579.849609
	Iteration 4F: 3 clusters Score -1259590 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1261392.750000 Penalty: 4579.849609
	Iteration 5F: 3 clusters Score -1261393 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1262815.875000 Penalty: 4579.849609
	Iteration 6F: 3 clusters Score -1262816 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1263513.500000 Penalty: 4579.849609
	Iteration 7F: 3 clusters Score -1263514 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1263804.500000 Penalty: 4579.849609
	Iteration 8Q: 3 clusters Score -1263804 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1263917.500000 Penalty: 4579.849609
	Iteration 9Q: 3 clusters Score -1263918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1263957.625000 Penalty: 4579.849609
	Iteration 10Q: 3 clusters Score -1263958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1263979.250000 Penalty: 4579.849609
	Iteration 11Q: 3 clusters Score -1263979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1263988.000000 Penalty: 4579.849609
	Iteration 12Q: 3 clusters Score -1263988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1263991.250000 Penalty: 4579.849609
	Iteration 13Q: 3 clusters Score -1263991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1263995.625000 Penalty: 4579.849609
	Iteration 14Q: 3 clusters Score -1263996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1263996.000000 Penalty: 4579.849609
	Iteration 15Q: 3 clusters Score -1263996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1263993.875000 Penalty: 4579.849609
	Iteration 16Q: 3 clusters Score -1263994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1263994.375000 Penalty: 4579.849609
	Iteration 17Q: 3 clusters Score -1263994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1263994.375000 Penalty: 4579.849609
	Iteration 18F: 3 clusters Score -1263994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 299978 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 1317 members 
Entering Unmasked Estep 
Score: -95383904.000000 Penalty: 86416.531250
Splitting cluster 12 changes total score from -95369096.000000 to -95383904.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (4521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Entering Unmasked Estep 
Score: -625692.312500 Penalty: 2087.289062
	Iteration 0F: 2 clusters Score -625692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -621523.437500 Penalty: 4174.578125
	Iteration 0F: 3 clusters Score -621523.4 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -622735.437500 Penalty: 4174.578125
	Iteration 1F: 3 clusters Score -622735.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -623147.812500 Penalty: 4174.578125
	Iteration 2F: 3 clusters Score -623147.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -623427.875000 Penalty: 4174.578125
	Iteration 3F: 3 clusters Score -623427.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -623787.187500 Penalty: 4174.578125
	Iteration 4F: 3 clusters Score -623787.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -624711.000000 Penalty: 4174.578125
	Iteration 5F: 3 clusters Score -624711 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -626738.375000 Penalty: 4174.578125
	Iteration 6F: 3 clusters Score -626738.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -628402.062500 Penalty: 4174.578125
	Iteration 7F: 3 clusters Score -628402.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -629074.625000 Penalty: 4174.578125
	Iteration 8F: 3 clusters Score -629074.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -629200.437500 Penalty: 4174.578125
	Iteration 9Q: 3 clusters Score -629200.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -629223.625000 Penalty: 4174.578125
	Iteration 10Q: 3 clusters Score -629223.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -629230.687500 Penalty: 4174.578125
	Iteration 11Q: 3 clusters Score -629230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -629234.500000 Penalty: 4174.578125
	Iteration 12Q: 3 clusters Score -629234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -629234.437500 Penalty: 4174.578125
	Iteration 13Q: 3 clusters Score -629234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -629234.437500 Penalty: 4174.578125
	Iteration 14F: 3 clusters Score -629234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 299978 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 3568 members 
Entering Unmasked Estep 
Score: -95386184.000000 Penalty: 89740.242188
Splitting cluster 13 changes total score from -95369096.000000 to -95386184.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (55284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Entering Unmasked Estep 
Score: -8132531.000000 Penalty: 2708.219238
	Iteration 0F: 2 clusters Score -8132531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -8095480.000000 Penalty: 5416.438477
	Iteration 0F: 3 clusters Score -8095480 nChanged 25619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -8110110.000000 Penalty: 5416.438477
	Iteration 1F: 3 clusters Score -8110110 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -8112288.500000 Penalty: 5416.438477
	Iteration 2Q: 3 clusters Score -8112288 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -8116222.500000 Penalty: 5416.438477
	Iteration 3F: 3 clusters Score -8116222 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -8121275.500000 Penalty: 5416.438477
	Iteration 4F: 3 clusters Score -8121276 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8126153.500000 Penalty: 5416.438477
	Iteration 5F: 3 clusters Score -8126154 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8129852.500000 Penalty: 5416.438477
	Iteration 6F: 3 clusters Score -8129852 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8132108.500000 Penalty: 5416.438477
	Iteration 7F: 3 clusters Score -8132108 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8133535.500000 Penalty: 5416.438477
	Iteration 8Q: 3 clusters Score -8133536 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -8134659.500000 Penalty: 5416.438477
	Iteration 9Q: 3 clusters Score -8134660 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -8135530.000000 Penalty: 5416.438477
	Iteration 10Q: 3 clusters Score -8135530 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -8135975.000000 Penalty: 5416.438477
	Iteration 11Q: 3 clusters Score -8135975 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -8136190.000000 Penalty: 5416.438477
	Iteration 12Q: 3 clusters Score -8136190 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -8136278.000000 Penalty: 5416.438477
	Iteration 13Q: 3 clusters Score -8136278 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -8136373.500000 Penalty: 5416.438477
	Iteration 14Q: 3 clusters Score -8136374 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -8136420.500000 Penalty: 5416.438477
	Iteration 15Q: 3 clusters Score -8136420 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -8136459.500000 Penalty: 5416.438477
	Iteration 16Q: 3 clusters Score -8136460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -8136485.500000 Penalty: 5416.438477
	Iteration 17Q: 3 clusters Score -8136486 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -8136487.500000 Penalty: 5416.438477
	Iteration 18Q: 3 clusters Score -8136488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -8136521.000000 Penalty: 5416.438477
	Iteration 19Q: 3 clusters Score -8136521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -8136526.000000 Penalty: 5416.438477
	Iteration 20F: 3 clusters Score -8136526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -8136528.500000 Penalty: 5416.438477
	Iteration 21Q: 3 clusters Score -8136528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -8136548.500000 Penalty: 5416.438477
	Iteration 22Q: 3 clusters Score -8136548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -8136554.000000 Penalty: 5416.438477
	Iteration 23Q: 3 clusters Score -8136554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -8136560.500000 Penalty: 5416.438477
	Iteration 24Q: 3 clusters Score -8136560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -8136558.000000 Penalty: 5416.438477
	Iteration 25Q: 3 clusters Score -8136558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -8136561.000000 Penalty: 5416.438477
	Iteration 26Q: 3 clusters Score -8136561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -8136550.000000 Penalty: 5416.438477
	Iteration 27Q: 3 clusters Score -8136550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -8136548.000000 Penalty: 5416.438477
	Iteration 28Q: 3 clusters Score -8136548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -8136546.500000 Penalty: 5416.438477
	Iteration 29Q: 3 clusters Score -8136546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -8136555.000000 Penalty: 5416.438477
	Iteration 30Q: 3 clusters Score -8136555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -8136544.500000 Penalty: 5416.438477
	Iteration 31Q: 3 clusters Score -8136544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -8136553.000000 Penalty: 5416.438477
	Iteration 32Q: 3 clusters Score -8136553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -8136550.500000 Penalty: 5416.438477
	Iteration 33Q: 3 clusters Score -8136550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -8136547.500000 Penalty: 5416.438477
	Iteration 34Q: 3 clusters Score -8136548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -8136553.500000 Penalty: 5416.438477
	Iteration 35Q: 3 clusters Score -8136554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -8136548.500000 Penalty: 5416.438477
	Iteration 36Q: 3 clusters Score -8136548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -8136552.500000 Penalty: 5416.438477
	Iteration 37Q: 3 clusters Score -8136552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -8136549.500000 Penalty: 5416.438477
	Iteration 38Q: 3 clusters Score -8136550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -8136555.000000 Penalty: 5416.438477
	Iteration 39Q: 3 clusters Score -8136555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -8136557.500000 Penalty: 5416.438477
	Iteration 40F: 3 clusters Score -8136558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -8136554.500000 Penalty: 5416.438477
	Iteration 41Q: 3 clusters Score -8136554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -8136552.500000 Penalty: 5416.438477
	Iteration 42Q: 3 clusters Score -8136552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -8136552.500000 Penalty: 5416.438477
	Iteration 43F: 3 clusters Score -8136552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 299978 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 3568 members 
Mstep: Class 28 contains 51612 members 
Entering Unmasked Estep 
Score: -95390512.000000 Penalty: 93063.953125
Splitting cluster 14 changes total score from -95369096.000000 to -95390512.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (31662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Entering Unmasked Estep 
Score: -4345152.000000 Penalty: 2569.992188
	Iteration 0F: 2 clusters Score -4345152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4323484.500000 Penalty: 5139.984375
	Iteration 0F: 3 clusters Score -4323484 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4331283.000000 Penalty: 5139.984375
	Iteration 1F: 3 clusters Score -4331283 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4331848.000000 Penalty: 5139.984375
	Iteration 2F: 3 clusters Score -4331848 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4332466.000000 Penalty: 5139.984375
	Iteration 3Q: 3 clusters Score -4332466 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4333189.500000 Penalty: 5139.984375
	Iteration 4Q: 3 clusters Score -4333190 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4334019.000000 Penalty: 5139.984375
	Iteration 5F: 3 clusters Score -4334019 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4335011.500000 Penalty: 5139.984375
	Iteration 6F: 3 clusters Score -4335012 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4336114.000000 Penalty: 5139.984375
	Iteration 7F: 3 clusters Score -4336114 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4337372.000000 Penalty: 5139.984375
	Iteration 8F: 3 clusters Score -4337372 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4338582.000000 Penalty: 5139.984375
	Iteration 9F: 3 clusters Score -4338582 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4339757.500000 Penalty: 5139.984375
	Iteration 10F: 3 clusters Score -4339758 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4340808.000000 Penalty: 5139.984375
	Iteration 11Q: 3 clusters Score -4340808 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4341616.500000 Penalty: 5139.984375
	Iteration 12Q: 3 clusters Score -4341616 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4342171.500000 Penalty: 5139.984375
	Iteration 13Q: 3 clusters Score -4342172 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4342573.500000 Penalty: 5139.984375
	Iteration 14Q: 3 clusters Score -4342574 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -4342828.000000 Penalty: 5139.984375
	Iteration 15Q: 3 clusters Score -4342828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4342977.000000 Penalty: 5139.984375
	Iteration 16Q: 3 clusters Score -4342977 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4343084.500000 Penalty: 5139.984375
	Iteration 17Q: 3 clusters Score -4343084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4343172.500000 Penalty: 5139.984375
	Iteration 18Q: 3 clusters Score -4343172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4343304.500000 Penalty: 5139.984375
	Iteration 19Q: 3 clusters Score -4343304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4343422.000000 Penalty: 5139.984375
	Iteration 20F: 3 clusters Score -4343422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4343524.000000 Penalty: 5139.984375
	Iteration 21Q: 3 clusters Score -4343524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4343620.500000 Penalty: 5139.984375
	Iteration 22Q: 3 clusters Score -4343620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4343683.000000 Penalty: 5139.984375
	Iteration 23Q: 3 clusters Score -4343683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4343724.500000 Penalty: 5139.984375
	Iteration 24Q: 3 clusters Score -4343724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4343747.000000 Penalty: 5139.984375
	Iteration 25Q: 3 clusters Score -4343747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4343779.000000 Penalty: 5139.984375
	Iteration 26Q: 3 clusters Score -4343779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4343803.500000 Penalty: 5139.984375
	Iteration 27Q: 3 clusters Score -4343804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4343827.500000 Penalty: 5139.984375
	Iteration 28Q: 3 clusters Score -4343828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4343845.500000 Penalty: 5139.984375
	Iteration 29Q: 3 clusters Score -4343846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4343858.000000 Penalty: 5139.984375
	Iteration 30Q: 3 clusters Score -4343858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4343868.000000 Penalty: 5139.984375
	Iteration 31Q: 3 clusters Score -4343868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4343885.000000 Penalty: 5139.984375
	Iteration 32Q: 3 clusters Score -4343885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4343901.000000 Penalty: 5139.984375
	Iteration 33Q: 3 clusters Score -4343901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -4343899.000000 Penalty: 5139.984375
	Iteration 34Q: 3 clusters Score -4343899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -4343912.000000 Penalty: 5139.984375
	Iteration 35Q: 3 clusters Score -4343912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4343918.000000 Penalty: 5139.984375
	Iteration 36Q: 3 clusters Score -4343918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -4343924.500000 Penalty: 5139.984375
	Iteration 37Q: 3 clusters Score -4343924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4343932.500000 Penalty: 5139.984375
	Iteration 38Q: 3 clusters Score -4343932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4343942.500000 Penalty: 5139.984375
	Iteration 39Q: 3 clusters Score -4343942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4343944.500000 Penalty: 5139.984375
	Iteration 40F: 3 clusters Score -4343944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4343958.000000 Penalty: 5139.984375
	Iteration 41Q: 3 clusters Score -4343958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4343963.500000 Penalty: 5139.984375
	Iteration 42Q: 3 clusters Score -4343964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4343969.000000 Penalty: 5139.984375
	Iteration 43Q: 3 clusters Score -4343969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4343986.500000 Penalty: 5139.984375
	Iteration 44Q: 3 clusters Score -4343986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4343985.000000 Penalty: 5139.984375
	Iteration 45Q: 3 clusters Score -4343985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4343989.500000 Penalty: 5139.984375
	Iteration 46Q: 3 clusters Score -4343990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4343989.500000 Penalty: 5139.984375
	Iteration 47Q: 3 clusters Score -4343990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -4343989.500000 Penalty: 5139.984375
	Iteration 48Q: 3 clusters Score -4343990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -4343986.000000 Penalty: 5139.984375
	Iteration 49Q: 3 clusters Score -4343986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -4343989.500000 Penalty: 5139.984375
	Iteration 50Q: 3 clusters Score -4343990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4343988.000000 Penalty: 5139.984375
	Iteration 51Q: 3 clusters Score -4343988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4343990.000000 Penalty: 5139.984375
	Iteration 52Q: 3 clusters Score -4343990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4343983.500000 Penalty: 5139.984375
	Iteration 53Q: 3 clusters Score -4343984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4343989.000000 Penalty: 5139.984375
	Iteration 54Q: 3 clusters Score -4343989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4343986.000000 Penalty: 5139.984375
	Iteration 55Q: 3 clusters Score -4343986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4343990.000000 Penalty: 5139.984375
	Iteration 56Q: 3 clusters Score -4343990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4343987.500000 Penalty: 5139.984375
	Iteration 57Q: 3 clusters Score -4343988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4343990.500000 Penalty: 5139.984375
	Iteration 58Q: 3 clusters Score -4343990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4343994.500000 Penalty: 5139.984375
	Iteration 59Q: 3 clusters Score -4343994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -4343994.500000 Penalty: 5139.984375
	Iteration 60F: 3 clusters Score -4343994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4343995.500000 Penalty: 5139.984375
	Iteration 61Q: 3 clusters Score -4343996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4343998.500000 Penalty: 5139.984375
	Iteration 62Q: 3 clusters Score -4343998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4343999.500000 Penalty: 5139.984375
	Iteration 63Q: 3 clusters Score -4344000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4344001.500000 Penalty: 5139.984375
	Iteration 64Q: 3 clusters Score -4344002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4344001.500000 Penalty: 5139.984375
	Iteration 65F: 3 clusters Score -4344002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Entering Unmasked Estep 
Score: -1529265.625000 Penalty: 2299.945068
	Iteration 0F: 2 clusters Score -1529266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1521169.500000 Penalty: 4599.890137
	Iteration 0F: 3 clusters Score -1521170 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1523581.375000 Penalty: 4599.890137
	Iteration 1F: 3 clusters Score -1523581 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1523926.250000 Penalty: 4599.890137
	Iteration 2F: 3 clusters Score -1523926 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1524217.375000 Penalty: 4599.890137
	Iteration 3F: 3 clusters Score -1524217 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1524488.250000 Penalty: 4599.890137
	Iteration 4Q: 3 clusters Score -1524488 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1524752.500000 Penalty: 4599.890137
	Iteration 5Q: 3 clusters Score -1524752 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1525075.375000 Penalty: 4599.890137
	Iteration 6Q: 3 clusters Score -1525075 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1525540.625000 Penalty: 4599.890137
	Iteration 7F: 3 clusters Score -1525541 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1526231.625000 Penalty: 4599.890137
	Iteration 8F: 3 clusters Score -1526232 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1526950.250000 Penalty: 4599.890137
	Iteration 9F: 3 clusters Score -1526950 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1527354.875000 Penalty: 4599.890137
	Iteration 10Q: 3 clusters Score -1527355 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1527650.375000 Penalty: 4599.890137
	Iteration 11Q: 3 clusters Score -1527650 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1527963.250000 Penalty: 4599.890137
	Iteration 12Q: 3 clusters Score -1527963 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1528410.250000 Penalty: 4599.890137
	Iteration 13Q: 3 clusters Score -1528410 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1529150.875000 Penalty: 4599.890137
	Iteration 14Q: 3 clusters Score -1529151 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1530160.500000 Penalty: 4599.890137
	Iteration 15Q: 3 clusters Score -1530160 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1530683.500000 Penalty: 4599.890137
	Iteration 16Q: 3 clusters Score -1530684 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1530820.125000 Penalty: 4599.890137
	Iteration 17Q: 3 clusters Score -1530820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1530858.500000 Penalty: 4599.890137
	Iteration 18Q: 3 clusters Score -1530858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1530884.000000 Penalty: 4599.890137
	Iteration 19Q: 3 clusters Score -1530884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1530901.750000 Penalty: 4599.890137
	Iteration 20F: 3 clusters Score -1530902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1530910.625000 Penalty: 4599.890137
	Iteration 21Q: 3 clusters Score -1530911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1530915.625000 Penalty: 4599.890137
	Iteration 22Q: 3 clusters Score -1530916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1530914.625000 Penalty: 4599.890137
	Iteration 23Q: 3 clusters Score -1530915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1530917.375000 Penalty: 4599.890137
	Iteration 24Q: 3 clusters Score -1530917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1530919.250000 Penalty: 4599.890137
	Iteration 25Q: 3 clusters Score -1530919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1530918.125000 Penalty: 4599.890137
	Iteration 26Q: 3 clusters Score -1530918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1530918.125000 Penalty: 4599.890137
	Iteration 27F: 3 clusters Score -1530918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 299978 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 3568 members 
Mstep: Class 28 contains 51612 members 
Mstep: Class 29 contains 7344 members 
Entering Unmasked Estep 
Score: -95390768.000000 Penalty: 96387.664062
Splitting cluster 16 changes total score from -95369096.000000 to -95390768.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -270365.968750 Penalty: 1863.805420
	Iteration 0F: 2 clusters Score -270366 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 900 members 
Entering Unmasked Estep 
Score: -267883.250000 Penalty: 3727.610840
	Iteration 0F: 3 clusters Score -267883.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -268353.781250 Penalty: 3727.610840
	Iteration 1F: 3 clusters Score -268353.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -268480.531250 Penalty: 3727.610840
	Iteration 2F: 3 clusters Score -268480.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -268576.687500 Penalty: 3727.610840
	Iteration 3Q: 3 clusters Score -268576.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -268657.062500 Penalty: 3727.610840
	Iteration 4Q: 3 clusters Score -268657.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -268757.875000 Penalty: 3727.610840
	Iteration 5Q: 3 clusters Score -268757.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -268830.593750 Penalty: 3727.610840
	Iteration 6Q: 3 clusters Score -268830.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -268891.437500 Penalty: 3727.610840
	Iteration 7Q: 3 clusters Score -268891.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -268936.281250 Penalty: 3727.610840
	Iteration 8Q: 3 clusters Score -268936.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -268959.312500 Penalty: 3727.610840
	Iteration 9Q: 3 clusters Score -268959.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -268991.812500 Penalty: 3727.610840
	Iteration 10Q: 3 clusters Score -268991.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -269026.375000 Penalty: 3727.610840
	Iteration 11Q: 3 clusters Score -269026.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -269053.250000 Penalty: 3727.610840
	Iteration 12Q: 3 clusters Score -269053.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -269085.531250 Penalty: 3727.610840
	Iteration 13Q: 3 clusters Score -269085.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -269123.656250 Penalty: 3727.610840
	Iteration 14Q: 3 clusters Score -269123.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -269156.031250 Penalty: 3727.610840
	Iteration 15Q: 3 clusters Score -269156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -269190.375000 Penalty: 3727.610840
	Iteration 16Q: 3 clusters Score -269190.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -269247.500000 Penalty: 3727.610840
	Iteration 17Q: 3 clusters Score -269247.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -269360.156250 Penalty: 3727.610840
	Iteration 18Q: 3 clusters Score -269360.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -269442.187500 Penalty: 3727.610840
	Iteration 19Q: 3 clusters Score -269442.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -269522.906250 Penalty: 3727.610840
	Iteration 20F: 3 clusters Score -269522.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -269569.468750 Penalty: 3727.610840
	Iteration 21Q: 3 clusters Score -269569.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -269599.531250 Penalty: 3727.610840
	Iteration 22Q: 3 clusters Score -269599.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -269614.062500 Penalty: 3727.610840
	Iteration 23Q: 3 clusters Score -269614.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -269627.812500 Penalty: 3727.610840
	Iteration 24Q: 3 clusters Score -269627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -269643.750000 Penalty: 3727.610840
	Iteration 25Q: 3 clusters Score -269643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -269654.218750 Penalty: 3727.610840
	Iteration 26Q: 3 clusters Score -269654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -269664.062500 Penalty: 3727.610840
	Iteration 27Q: 3 clusters Score -269664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -269671.468750 Penalty: 3727.610840
	Iteration 28Q: 3 clusters Score -269671.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -269676.687500 Penalty: 3727.610840
	Iteration 29Q: 3 clusters Score -269676.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -269684.687500 Penalty: 3727.610840
	Iteration 30Q: 3 clusters Score -269684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -269689.531250 Penalty: 3727.610840
	Iteration 31Q: 3 clusters Score -269689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -269693.187500 Penalty: 3727.610840
	Iteration 32Q: 3 clusters Score -269693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -269695.968750 Penalty: 3727.610840
	Iteration 33Q: 3 clusters Score -269696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269698.187500 Penalty: 3727.610840
	Iteration 34Q: 3 clusters Score -269698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -269700.687500 Penalty: 3727.610840
	Iteration 35Q: 3 clusters Score -269700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269701.500000 Penalty: 3727.610840
	Iteration 36Q: 3 clusters Score -269701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269703.281250 Penalty: 3727.610840
	Iteration 37Q: 3 clusters Score -269703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -269706.906250 Penalty: 3727.610840
	Iteration 38Q: 3 clusters Score -269706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269709.406250 Penalty: 3727.610840
	Iteration 39Q: 3 clusters Score -269709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269709.343750 Penalty: 3727.610840
	Iteration 40F: 3 clusters Score -269709.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -278853.750000 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -278853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -276312.562500 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -276312.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -276828.187500 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -276828.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -276990.000000 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -276990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -277126.406250 Penalty: 3739.621094
	Iteration 3F: 3 clusters Score -277126.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -277275.781250 Penalty: 3739.621094
	Iteration 4Q: 3 clusters Score -277275.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277441.437500 Penalty: 3739.621094
	Iteration 5Q: 3 clusters Score -277441.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -277590.781250 Penalty: 3739.621094
	Iteration 6Q: 3 clusters Score -277590.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -277663.625000 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -277663.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -277715.687500 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -277715.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -277752.406250 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -277752.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -277802.656250 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -277802.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -277835.812500 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -277835.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -277867.843750 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -277867.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -277892.531250 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -277892.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -277921.093750 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -277921.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -277956.593750 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -277956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -277984.750000 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -277984.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -278019.562500 Penalty: 3739.621094
	Iteration 17Q: 3 clusters Score -278019.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -278048.125000 Penalty: 3739.621094
	Iteration 18Q: 3 clusters Score -278048.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -278062.156250 Penalty: 3739.621094
	Iteration 19Q: 3 clusters Score -278062.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -278081.968750 Penalty: 3739.621094
	Iteration 20F: 3 clusters Score -278082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -278105.000000 Penalty: 3739.621094
	Iteration 21Q: 3 clusters Score -278105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -278114.687500 Penalty: 3739.621094
	Iteration 22Q: 3 clusters Score -278114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -278118.718750 Penalty: 3739.621094
	Iteration 23Q: 3 clusters Score -278118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278123.187500 Penalty: 3739.621094
	Iteration 24Q: 3 clusters Score -278123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -278123.781250 Penalty: 3739.621094
	Iteration 25Q: 3 clusters Score -278123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -278123.781250 Penalty: 3739.621094
	Iteration 26F: 3 clusters Score -278123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Entering Unmasked Estep 
Score: -2216448.250000 Penalty: 2385.033691
	Iteration 0F: 2 clusters Score -2216448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2205638.750000 Penalty: 4770.067383
	Iteration 0F: 3 clusters Score -2205639 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2209105.250000 Penalty: 4770.067383
	Iteration 1F: 3 clusters Score -2209105 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2209575.250000 Penalty: 4770.067383
	Iteration 2F: 3 clusters Score -2209575 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2210018.000000 Penalty: 4770.067383
	Iteration 3F: 3 clusters Score -2210018 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2210458.500000 Penalty: 4770.067383
	Iteration 4F: 3 clusters Score -2210458 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2210865.250000 Penalty: 4770.067383
	Iteration 5Q: 3 clusters Score -2210865 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2211231.500000 Penalty: 4770.067383
	Iteration 6Q: 3 clusters Score -2211232 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2211557.500000 Penalty: 4770.067383
	Iteration 7Q: 3 clusters Score -2211558 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2211876.750000 Penalty: 4770.067383
	Iteration 8Q: 3 clusters Score -2211877 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2212192.750000 Penalty: 4770.067383
	Iteration 9Q: 3 clusters Score -2212193 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2212509.750000 Penalty: 4770.067383
	Iteration 10Q: 3 clusters Score -2212510 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2212804.000000 Penalty: 4770.067383
	Iteration 11Q: 3 clusters Score -2212804 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2213031.750000 Penalty: 4770.067383
	Iteration 12Q: 3 clusters Score -2213032 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2213211.250000 Penalty: 4770.067383
	Iteration 13Q: 3 clusters Score -2213211 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2213369.250000 Penalty: 4770.067383
	Iteration 14Q: 3 clusters Score -2213369 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2213506.250000 Penalty: 4770.067383
	Iteration 15Q: 3 clusters Score -2213506 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2213603.500000 Penalty: 4770.067383
	Iteration 16Q: 3 clusters Score -2213604 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2213702.250000 Penalty: 4770.067383
	Iteration 17Q: 3 clusters Score -2213702 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2213804.500000 Penalty: 4770.067383
	Iteration 18Q: 3 clusters Score -2213804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2213897.250000 Penalty: 4770.067383
	Iteration 19Q: 3 clusters Score -2213897 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2213964.750000 Penalty: 4770.067383
	Iteration 20F: 3 clusters Score -2213965 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2214011.000000 Penalty: 4770.067383
	Iteration 21Q: 3 clusters Score -2214011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2214063.500000 Penalty: 4770.067383
	Iteration 22Q: 3 clusters Score -2214064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2214112.500000 Penalty: 4770.067383
	Iteration 23Q: 3 clusters Score -2214112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2214148.000000 Penalty: 4770.067383
	Iteration 24Q: 3 clusters Score -2214148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2214180.750000 Penalty: 4770.067383
	Iteration 25Q: 3 clusters Score -2214181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2214215.250000 Penalty: 4770.067383
	Iteration 26Q: 3 clusters Score -2214215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2214239.750000 Penalty: 4770.067383
	Iteration 27Q: 3 clusters Score -2214240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2214257.750000 Penalty: 4770.067383
	Iteration 28Q: 3 clusters Score -2214258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2214273.000000 Penalty: 4770.067383
	Iteration 29Q: 3 clusters Score -2214273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2214285.250000 Penalty: 4770.067383
	Iteration 30Q: 3 clusters Score -2214285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2214292.500000 Penalty: 4770.067383
	Iteration 31Q: 3 clusters Score -2214292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2214299.250000 Penalty: 4770.067383
	Iteration 32Q: 3 clusters Score -2214299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2214300.000000 Penalty: 4770.067383
	Iteration 33Q: 3 clusters Score -2214300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2214306.250000 Penalty: 4770.067383
	Iteration 34Q: 3 clusters Score -2214306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2214312.500000 Penalty: 4770.067383
	Iteration 35Q: 3 clusters Score -2214312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2214321.000000 Penalty: 4770.067383
	Iteration 36Q: 3 clusters Score -2214321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2214321.500000 Penalty: 4770.067383
	Iteration 37Q: 3 clusters Score -2214322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2214328.250000 Penalty: 4770.067383
	Iteration 38Q: 3 clusters Score -2214328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2214331.000000 Penalty: 4770.067383
	Iteration 39Q: 3 clusters Score -2214331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2214333.500000 Penalty: 4770.067383
	Iteration 40F: 3 clusters Score -2214334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2214338.750000 Penalty: 4770.067383
	Iteration 41Q: 3 clusters Score -2214339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2214338.750000 Penalty: 4770.067383
	Iteration 42F: 3 clusters Score -2214339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Entering Unmasked Estep 
Score: -4668245.000000 Penalty: 2565.558838
	Iteration 0F: 2 clusters Score -4668245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -4646924.500000 Penalty: 5131.117676
	Iteration 0F: 3 clusters Score -4646924 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -4654557.000000 Penalty: 5131.117676
	Iteration 1F: 3 clusters Score -4654557 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -4655166.000000 Penalty: 5131.117676
	Iteration 2F: 3 clusters Score -4655166 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4655800.500000 Penalty: 5131.117676
	Iteration 3F: 3 clusters Score -4655800 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -4656632.000000 Penalty: 5131.117676
	Iteration 4F: 3 clusters Score -4656632 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4657739.500000 Penalty: 5131.117676
	Iteration 5F: 3 clusters Score -4657740 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4659247.000000 Penalty: 5131.117676
	Iteration 6F: 3 clusters Score -4659247 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -4661022.500000 Penalty: 5131.117676
	Iteration 7F: 3 clusters Score -4661022 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4662852.500000 Penalty: 5131.117676
	Iteration 8F: 3 clusters Score -4662852 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4664241.500000 Penalty: 5131.117676
	Iteration 9Q: 3 clusters Score -4664242 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4665137.000000 Penalty: 5131.117676
	Iteration 10Q: 3 clusters Score -4665137 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4665618.500000 Penalty: 5131.117676
	Iteration 11Q: 3 clusters Score -4665618 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4665895.500000 Penalty: 5131.117676
	Iteration 12Q: 3 clusters Score -4665896 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4666066.500000 Penalty: 5131.117676
	Iteration 13Q: 3 clusters Score -4666066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4666195.000000 Penalty: 5131.117676
	Iteration 14Q: 3 clusters Score -4666195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4666252.500000 Penalty: 5131.117676
	Iteration 15Q: 3 clusters Score -4666252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4666312.500000 Penalty: 5131.117676
	Iteration 16Q: 3 clusters Score -4666312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4666343.500000 Penalty: 5131.117676
	Iteration 17Q: 3 clusters Score -4666344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4666391.000000 Penalty: 5131.117676
	Iteration 18Q: 3 clusters Score -4666391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4666434.000000 Penalty: 5131.117676
	Iteration 19Q: 3 clusters Score -4666434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4666464.500000 Penalty: 5131.117676
	Iteration 20F: 3 clusters Score -4666464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4666475.000000 Penalty: 5131.117676
	Iteration 21Q: 3 clusters Score -4666475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4666477.500000 Penalty: 5131.117676
	Iteration 22Q: 3 clusters Score -4666478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4666486.000000 Penalty: 5131.117676
	Iteration 23Q: 3 clusters Score -4666486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4666490.000000 Penalty: 5131.117676
	Iteration 24Q: 3 clusters Score -4666490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4666492.000000 Penalty: 5131.117676
	Iteration 25Q: 3 clusters Score -4666492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4666503.500000 Penalty: 5131.117676
	Iteration 26Q: 3 clusters Score -4666504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4666510.000000 Penalty: 5131.117676
	Iteration 27Q: 3 clusters Score -4666510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4666506.000000 Penalty: 5131.117676
	Iteration 28Q: 3 clusters Score -4666506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4666506.000000 Penalty: 5131.117676
	Iteration 29F: 3 clusters Score -4666506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -1766905.375000 Penalty: 2335.786133
	Iteration 0F: 2 clusters Score -1766905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1757867.750000 Penalty: 4671.572266
	Iteration 0F: 3 clusters Score -1757868 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1760600.250000 Penalty: 4671.572266
	Iteration 1F: 3 clusters Score -1760600 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1760946.125000 Penalty: 4671.572266
	Iteration 2F: 3 clusters Score -1760946 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1761245.500000 Penalty: 4671.572266
	Iteration 3F: 3 clusters Score -1761246 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1761558.500000 Penalty: 4671.572266
	Iteration 4Q: 3 clusters Score -1761558 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1761918.250000 Penalty: 4671.572266
	Iteration 5Q: 3 clusters Score -1761918 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1762332.500000 Penalty: 4671.572266
	Iteration 6F: 3 clusters Score -1762332 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1762840.250000 Penalty: 4671.572266
	Iteration 7F: 3 clusters Score -1762840 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1763480.750000 Penalty: 4671.572266
	Iteration 8F: 3 clusters Score -1763481 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1764210.375000 Penalty: 4671.572266
	Iteration 9F: 3 clusters Score -1764210 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1764885.125000 Penalty: 4671.572266
	Iteration 10F: 3 clusters Score -1764885 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1765413.250000 Penalty: 4671.572266
	Iteration 11Q: 3 clusters Score -1765413 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1765845.500000 Penalty: 4671.572266
	Iteration 12Q: 3 clusters Score -1765846 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1766136.875000 Penalty: 4671.572266
	Iteration 13Q: 3 clusters Score -1766137 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1766315.250000 Penalty: 4671.572266
	Iteration 14Q: 3 clusters Score -1766315 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1766425.625000 Penalty: 4671.572266
	Iteration 15Q: 3 clusters Score -1766426 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1766507.000000 Penalty: 4671.572266
	Iteration 16Q: 3 clusters Score -1766507 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1766550.250000 Penalty: 4671.572266
	Iteration 17Q: 3 clusters Score -1766550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1766576.875000 Penalty: 4671.572266
	Iteration 18Q: 3 clusters Score -1766577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1766588.250000 Penalty: 4671.572266
	Iteration 19Q: 3 clusters Score -1766588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1766594.000000 Penalty: 4671.572266
	Iteration 20F: 3 clusters Score -1766594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1766599.000000 Penalty: 4671.572266
	Iteration 21Q: 3 clusters Score -1766599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1766602.375000 Penalty: 4671.572266
	Iteration 22Q: 3 clusters Score -1766602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1766603.500000 Penalty: 4671.572266
	Iteration 23Q: 3 clusters Score -1766604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1766603.625000 Penalty: 4671.572266
	Iteration 24Q: 3 clusters Score -1766604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1766602.875000 Penalty: 4671.572266
	Iteration 25Q: 3 clusters Score -1766603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1766601.875000 Penalty: 4671.572266
	Iteration 26Q: 3 clusters Score -1766602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1766602.750000 Penalty: 4671.572266
	Iteration 27Q: 3 clusters Score -1766603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1766600.875000 Penalty: 4671.572266
	Iteration 28Q: 3 clusters Score -1766601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1766600.875000 Penalty: 4671.572266
	Iteration 29F: 3 clusters Score -1766601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -872463.750000 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -872463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -867209.062500 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -867209.1 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -868850.812500 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -868850.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -869223.062500 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -869223.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -869527.312500 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -869527.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -869774.875000 Penalty: 4340.103027
	Iteration 4F: 3 clusters Score -869774.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -869970.625000 Penalty: 4340.103027
	Iteration 5Q: 3 clusters Score -869970.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -870114.625000 Penalty: 4340.103027
	Iteration 6Q: 3 clusters Score -870114.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -870234.562500 Penalty: 4340.103027
	Iteration 7Q: 3 clusters Score -870234.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -870345.125000 Penalty: 4340.103027
	Iteration 8Q: 3 clusters Score -870345.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -870451.250000 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -870451.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -870556.812500 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -870556.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -870632.875000 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -870632.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -870697.625000 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -870697.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -870753.812500 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -870753.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -870797.687500 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -870797.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -870826.625000 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -870826.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -870852.562500 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -870852.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -870884.687500 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -870884.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -870898.062500 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -870898.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -870910.187500 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -870910.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -870921.125000 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -870921.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -870934.437500 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -870934.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -870944.187500 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -870944.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -870948.375000 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -870948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -870949.687500 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -870949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -870954.562500 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -870954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -870954.062500 Penalty: 4340.103027
	Iteration 26Q: 3 clusters Score -870954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -870956.812500 Penalty: 4340.103027
	Iteration 27Q: 3 clusters Score -870956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -870959.875000 Penalty: 4340.103027
	Iteration 28Q: 3 clusters Score -870959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -870961.500000 Penalty: 4340.103027
	Iteration 29Q: 3 clusters Score -870961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -870965.875000 Penalty: 4340.103027
	Iteration 30Q: 3 clusters Score -870965.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -870969.625000 Penalty: 4340.103027
	Iteration 31Q: 3 clusters Score -870969.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -870975.000000 Penalty: 4340.103027
	Iteration 32Q: 3 clusters Score -870975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -870980.312500 Penalty: 4340.103027
	Iteration 33Q: 3 clusters Score -870980.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -870987.000000 Penalty: 4340.103027
	Iteration 34Q: 3 clusters Score -870987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -870992.875000 Penalty: 4340.103027
	Iteration 35Q: 3 clusters Score -870992.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -871001.812500 Penalty: 4340.103027
	Iteration 36Q: 3 clusters Score -871001.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -871010.437500 Penalty: 4340.103027
	Iteration 37Q: 3 clusters Score -871010.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -871019.250000 Penalty: 4340.103027
	Iteration 38Q: 3 clusters Score -871019.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -871025.625000 Penalty: 4340.103027
	Iteration 39Q: 3 clusters Score -871025.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -871029.875000 Penalty: 4340.103027
	Iteration 40F: 3 clusters Score -871029.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -871032.187500 Penalty: 4340.103027
	Iteration 41Q: 3 clusters Score -871032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -871035.937500 Penalty: 4340.103027
	Iteration 42Q: 3 clusters Score -871035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -871038.000000 Penalty: 4340.103027
	Iteration 43Q: 3 clusters Score -871038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -871039.500000 Penalty: 4340.103027
	Iteration 44Q: 3 clusters Score -871039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -871041.562500 Penalty: 4340.103027
	Iteration 45Q: 3 clusters Score -871041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -871045.875000 Penalty: 4340.103027
	Iteration 46Q: 3 clusters Score -871045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -871059.312500 Penalty: 4340.103027
	Iteration 47Q: 3 clusters Score -871059.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -871074.500000 Penalty: 4340.103027
	Iteration 48Q: 3 clusters Score -871074.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -871094.812500 Penalty: 4340.103027
	Iteration 49Q: 3 clusters Score -871094.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -871114.500000 Penalty: 4340.103027
	Iteration 50Q: 3 clusters Score -871114.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -871132.500000 Penalty: 4340.103027
	Iteration 51Q: 3 clusters Score -871132.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -871150.375000 Penalty: 4340.103027
	Iteration 52Q: 3 clusters Score -871150.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -871167.750000 Penalty: 4340.103027
	Iteration 53Q: 3 clusters Score -871167.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -871190.750000 Penalty: 4340.103027
	Iteration 54Q: 3 clusters Score -871190.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -871213.187500 Penalty: 4340.103027
	Iteration 55Q: 3 clusters Score -871213.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -871222.375000 Penalty: 4340.103027
	Iteration 56Q: 3 clusters Score -871222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -871228.062500 Penalty: 4340.103027
	Iteration 57Q: 3 clusters Score -871228.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -871234.750000 Penalty: 4340.103027
	Iteration 58Q: 3 clusters Score -871234.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -871242.125000 Penalty: 4340.103027
	Iteration 59Q: 3 clusters Score -871242.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -871253.062500 Penalty: 4340.103027
	Iteration 60F: 3 clusters Score -871253.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -871258.750000 Penalty: 4340.103027
	Iteration 61Q: 3 clusters Score -871258.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -871267.687500 Penalty: 4340.103027
	Iteration 62Q: 3 clusters Score -871267.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -871274.687500 Penalty: 4340.103027
	Iteration 63Q: 3 clusters Score -871274.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -871279.625000 Penalty: 4340.103027
	Iteration 64Q: 3 clusters Score -871279.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -871289.187500 Penalty: 4340.103027
	Iteration 65Q: 3 clusters Score -871289.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -871301.187500 Penalty: 4340.103027
	Iteration 66Q: 3 clusters Score -871301.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -871307.187500 Penalty: 4340.103027
	Iteration 67Q: 3 clusters Score -871307.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -871314.500000 Penalty: 4340.103027
	Iteration 68Q: 3 clusters Score -871314.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -871325.375000 Penalty: 4340.103027
	Iteration 69Q: 3 clusters Score -871325.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -871337.125000 Penalty: 4340.103027
	Iteration 70Q: 3 clusters Score -871337.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -871346.875000 Penalty: 4340.103027
	Iteration 71Q: 3 clusters Score -871346.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -871351.812500 Penalty: 4340.103027
	Iteration 72Q: 3 clusters Score -871351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -871355.000000 Penalty: 4340.103027
	Iteration 73Q: 3 clusters Score -871355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -871358.687500 Penalty: 4340.103027
	Iteration 74Q: 3 clusters Score -871358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -871363.750000 Penalty: 4340.103027
	Iteration 75Q: 3 clusters Score -871363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -871366.562500 Penalty: 4340.103027
	Iteration 76Q: 3 clusters Score -871366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -871368.625000 Penalty: 4340.103027
	Iteration 77Q: 3 clusters Score -871368.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -871374.125000 Penalty: 4340.103027
	Iteration 78Q: 3 clusters Score -871374.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -871382.750000 Penalty: 4340.103027
	Iteration 79Q: 3 clusters Score -871382.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -871392.312500 Penalty: 4340.103027
	Iteration 80F: 3 clusters Score -871392.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -871398.125000 Penalty: 4340.103027
	Iteration 81Q: 3 clusters Score -871398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -871404.500000 Penalty: 4340.103027
	Iteration 82Q: 3 clusters Score -871404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -871409.437500 Penalty: 4340.103027
	Iteration 83Q: 3 clusters Score -871409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -871409.125000 Penalty: 4340.103027
	Iteration 84Q: 3 clusters Score -871409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -871409.937500 Penalty: 4340.103027
	Iteration 85Q: 3 clusters Score -871409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -871412.000000 Penalty: 4340.103027
	Iteration 86Q: 3 clusters Score -871412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -871411.437500 Penalty: 4340.103027
	Iteration 87Q: 3 clusters Score -871411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -871411.875000 Penalty: 4340.103027
	Iteration 88Q: 3 clusters Score -871411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -871411.875000 Penalty: 4340.103027
	Iteration 89F: 3 clusters Score -871411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -307859.687500 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -307859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -305425.812500 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -305425.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308895.281250 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -308895.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -311607.281250 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -311607.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -314069.812500 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -314069.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -315801.781250 Penalty: 3912.241699
	Iteration 4F: 3 clusters Score -315801.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -316939.500000 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -316939.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -317368.187500 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -317368.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -318222.281250 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -318222.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -318907.187500 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -318907.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -319100.062500 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -319100.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -319209.000000 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -319209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -319349.125000 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -319349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -319472.250000 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -319472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -319634.781250 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -319634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -319698.875000 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -319698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -319847.687500 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -319847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -319911.093750 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -319911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -320003.875000 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -320003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -320066.218750 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -320066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -320195.093750 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -320195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -320305.343750 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -320305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -320359.468750 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -320359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -320361.093750 Penalty: 3912.241699
	Iteration 22F: 3 clusters Score -320361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -320366.125000 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -320366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -320366.125000 Penalty: 3912.241699
	Iteration 24F: 3 clusters Score -320366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 299978 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 3568 members 
Mstep: Class 28 contains 51612 members 
Mstep: Class 29 contains 7344 members 
Mstep: Class 30 contains 1346 members 
Entering Unmasked Estep 
Score: -95401408.000000 Penalty: 99711.382812
Splitting cluster 23 changes total score from -95369096.000000 to -95401408.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 70551 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 31662 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95405536.000000 Penalty: 99711.382812
Iteration 39Q: 31 clusters Score -9.540554e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 36009 members 
Mstep: Class 3 contains 70646 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 19318 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 26853 members 
Mstep: Class 9 contains 8409 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 9838 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 31200 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 15046 members 
Mstep: Class 20 contains 31242 members 
Mstep: Class 21 contains 12302 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 297450 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 1319 members 
Mstep: Class 27 contains 3803 members 
Mstep: Class 28 contains 52533 members 
Mstep: Class 29 contains 7372 members 
Mstep: Class 30 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95412008.000000 Penalty: 99711.382812
Iteration 40F: 31 clusters Score -9.541201e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 36028 members 
Mstep: Class 3 contains 70408 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 19130 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 26642 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 9921 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 10379 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 14883 members 
Mstep: Class 20 contains 30901 members 
Mstep: Class 21 contains 12311 members 
Mstep: Class 22 contains 6327 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 296857 members 
Mstep: Class 25 contains 284 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 52967 members 
Mstep: Class 29 contains 7658 members 
Mstep: Class 30 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95413800.000000 Penalty: 99711.382812
Iteration 41Q: 31 clusters Score -9.54138e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 36042 members 
Mstep: Class 3 contains 70148 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 19033 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 410 members 
Mstep: Class 8 contains 26502 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 10106 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 10761 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 30709 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 30754 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 6334 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 296333 members 
Mstep: Class 25 contains 283 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 53293 members 
Mstep: Class 29 contains 7800 members 
Mstep: Class 30 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95414936.000000 Penalty: 99711.382812
Iteration 42Q: 31 clusters Score -9.541494e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 36039 members 
Mstep: Class 3 contains 69855 members 
Mstep: Class 4 contains 2506 members 
Mstep: Class 5 contains 18958 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 26398 members 
Mstep: Class 9 contains 8340 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 2137 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 1067 members 
Mstep: Class 14 contains 4021 members 
Mstep: Class 15 contains 30655 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14648 members 
Mstep: Class 20 contains 30659 members 
Mstep: Class 21 contains 12326 members 
Mstep: Class 22 contains 6364 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 295950 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 4471 members 
Mstep: Class 28 contains 53514 members 
Mstep: Class 29 contains 7883 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95415504.000000 Penalty: 99711.382812
Iteration 43Q: 31 clusters Score -9.54155e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36036 members 
Mstep: Class 3 contains 69630 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 18883 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 8344 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 12 contains 11292 members 
Mstep: Class 13 contains 1066 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 30644 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14546 members 
Mstep: Class 20 contains 30622 members 
Mstep: Class 21 contains 12387 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 295588 members 
Mstep: Class 25 contains 293 members 
Mstep: Class 26 contains 1371 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 53708 members 
Mstep: Class 29 contains 7943 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95416512.000000 Penalty: 99711.382812
Iteration 44Q: 31 clusters Score -9.541651e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 36048 members 
Mstep: Class 3 contains 69434 members 
Mstep: Class 4 contains 2522 members 
Mstep: Class 5 contains 18830 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 26148 members 
Mstep: Class 9 contains 8365 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 11466 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 4257 members 
Mstep: Class 15 contains 30671 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14452 members 
Mstep: Class 20 contains 30622 members 
Mstep: Class 21 contains 12421 members 
Mstep: Class 22 contains 6412 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 295267 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 4562 members 
Mstep: Class 28 contains 53898 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95416864.000000 Penalty: 99711.382812
Iteration 45Q: 31 clusters Score -9.541686e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 36042 members 
Mstep: Class 3 contains 69226 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18800 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 10538 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 11600 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 4361 members 
Mstep: Class 15 contains 30733 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14359 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 12469 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 294988 members 
Mstep: Class 25 contains 297 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 54067 members 
Mstep: Class 29 contains 7986 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95417120.000000 Penalty: 99711.382812
Iteration 46Q: 31 clusters Score -9.541712e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36050 members 
Mstep: Class 3 contains 69044 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 18778 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 25965 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 30767 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 30654 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 6446 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 294709 members 
Mstep: Class 25 contains 297 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 4619 members 
Mstep: Class 28 contains 54229 members 
Mstep: Class 29 contains 8004 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95417392.000000 Penalty: 99711.382812
Iteration 47Q: 31 clusters Score -9.541739e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 36051 members 
Mstep: Class 3 contains 68865 members 
Mstep: Class 4 contains 2528 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 25869 members 
Mstep: Class 9 contains 8441 members 
Mstep: Class 10 contains 10635 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 11817 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 30818 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14212 members 
Mstep: Class 20 contains 30676 members 
Mstep: Class 21 contains 12546 members 
Mstep: Class 22 contains 6461 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 294464 members 
Mstep: Class 25 contains 297 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 54355 members 
Mstep: Class 29 contains 8020 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95417408.000000 Penalty: 99711.382812
Iteration 48Q: 31 clusters Score -9.541741e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 36058 members 
Mstep: Class 3 contains 68709 members 
Mstep: Class 4 contains 2532 members 
Mstep: Class 5 contains 18750 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25779 members 
Mstep: Class 9 contains 8474 members 
Mstep: Class 10 contains 10664 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 11910 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 30834 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14160 members 
Mstep: Class 20 contains 30703 members 
Mstep: Class 21 contains 12570 members 
Mstep: Class 22 contains 6473 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 294232 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 4671 members 
Mstep: Class 28 contains 54468 members 
Mstep: Class 29 contains 8029 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Score: -95417448.000000 Penalty: 99711.382812
Iteration 49Q: 31 clusters Score -9.541745e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36051 members 
Mstep: Class 3 contains 68582 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 18723 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25701 members 
Mstep: Class 9 contains 8502 members 
Mstep: Class 10 contains 10682 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 12002 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 30840 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14119 members 
Mstep: Class 20 contains 30716 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 294045 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1456 members 
Mstep: Class 27 contains 4679 members 
Mstep: Class 28 contains 54578 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Iteration 50Q: 31 clusters Score -9.541751e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36028 members 
Mstep: Class 3 contains 68458 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 18708 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25623 members 
Mstep: Class 9 contains 8532 members 
Mstep: Class 10 contains 10704 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 12090 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 30851 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14079 members 
Mstep: Class 20 contains 30716 members 
Mstep: Class 21 contains 12642 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 293876 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 4688 members 
Mstep: Class 28 contains 54701 members 
Mstep: Class 29 contains 8052 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Iteration 51Q: 31 clusters Score -9.541749e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36012 members 
Mstep: Class 3 contains 68347 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 18684 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25548 members 
Mstep: Class 9 contains 8553 members 
Mstep: Class 10 contains 10721 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 4976 members 
Mstep: Class 15 contains 30868 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14050 members 
Mstep: Class 20 contains 30700 members 
Mstep: Class 21 contains 12685 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 293708 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1488 members 
Mstep: Class 27 contains 4699 members 
Mstep: Class 28 contains 54846 members 
Mstep: Class 29 contains 8057 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Iteration 52Q: 31 clusters Score -9.541764e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 35993 members 
Mstep: Class 3 contains 68257 members 
Mstep: Class 4 contains 2536 members 
Mstep: Class 5 contains 18664 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25479 members 
Mstep: Class 9 contains 8573 members 
Mstep: Class 10 contains 10743 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 30864 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14026 members 
Mstep: Class 20 contains 30709 members 
Mstep: Class 21 contains 12733 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 293531 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 4709 members 
Mstep: Class 28 contains 54971 members 
Mstep: Class 29 contains 8056 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95417680.000000 Penalty: 99711.382812
Iteration 53Q: 31 clusters Score -9.541768e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35971 members 
Mstep: Class 3 contains 68180 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 18654 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25412 members 
Mstep: Class 9 contains 8595 members 
Mstep: Class 10 contains 10766 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 12300 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 30870 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 14003 members 
Mstep: Class 20 contains 30707 members 
Mstep: Class 21 contains 12767 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 293344 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1518 members 
Mstep: Class 27 contains 4721 members 
Mstep: Class 28 contains 55089 members 
Mstep: Class 29 contains 8060 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Score: -95417952.000000 Penalty: 99711.382812
Iteration 54Q: 31 clusters Score -9.541795e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35948 members 
Mstep: Class 3 contains 68111 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 18648 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25342 members 
Mstep: Class 9 contains 8617 members 
Mstep: Class 10 contains 10792 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 30875 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13989 members 
Mstep: Class 20 contains 30703 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 6520 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 293197 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1529 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 55190 members 
Mstep: Class 29 contains 8062 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418048.000000 Penalty: 99711.382812
Iteration 55Q: 31 clusters Score -9.541805e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35933 members 
Mstep: Class 3 contains 68035 members 
Mstep: Class 4 contains 2538 members 
Mstep: Class 5 contains 18656 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 8623 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 12428 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 30889 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13974 members 
Mstep: Class 20 contains 30705 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 6523 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 293039 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 4737 members 
Mstep: Class 28 contains 55305 members 
Mstep: Class 29 contains 8065 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Score: -95418032.000000 Penalty: 99711.382812
Iteration 56Q: 31 clusters Score -9.541803e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35924 members 
Mstep: Class 3 contains 67955 members 
Mstep: Class 4 contains 2538 members 
Mstep: Class 5 contains 18650 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25210 members 
Mstep: Class 9 contains 8623 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 30928 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13950 members 
Mstep: Class 20 contains 30693 members 
Mstep: Class 21 contains 12821 members 
Mstep: Class 22 contains 6534 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292915 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1546 members 
Mstep: Class 27 contains 4743 members 
Mstep: Class 28 contains 55405 members 
Mstep: Class 29 contains 8070 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Score: -95418144.000000 Penalty: 99711.382812
Iteration 57Q: 31 clusters Score -9.541814e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35913 members 
Mstep: Class 3 contains 67882 members 
Mstep: Class 4 contains 2541 members 
Mstep: Class 5 contains 18622 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25148 members 
Mstep: Class 9 contains 8641 members 
Mstep: Class 10 contains 10831 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 30955 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13941 members 
Mstep: Class 20 contains 30695 members 
Mstep: Class 21 contains 12841 members 
Mstep: Class 22 contains 6539 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292765 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1554 members 
Mstep: Class 27 contains 4751 members 
Mstep: Class 28 contains 55525 members 
Mstep: Class 29 contains 8072 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418280.000000 Penalty: 99711.382812
Iteration 58Q: 31 clusters Score -9.541828e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35909 members 
Mstep: Class 3 contains 67803 members 
Mstep: Class 4 contains 2543 members 
Mstep: Class 5 contains 18606 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25103 members 
Mstep: Class 9 contains 8656 members 
Mstep: Class 10 contains 10833 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12592 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 30981 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13928 members 
Mstep: Class 20 contains 30709 members 
Mstep: Class 21 contains 12865 members 
Mstep: Class 22 contains 6544 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292603 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4756 members 
Mstep: Class 28 contains 55641 members 
Mstep: Class 29 contains 8076 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Score: -95418440.000000 Penalty: 99711.382812
Iteration 59Q: 31 clusters Score -9.541844e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35908 members 
Mstep: Class 3 contains 67734 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 18595 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 25058 members 
Mstep: Class 9 contains 8669 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 31009 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13911 members 
Mstep: Class 20 contains 30712 members 
Mstep: Class 21 contains 12881 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292471 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 4759 members 
Mstep: Class 28 contains 55754 members 
Mstep: Class 29 contains 8077 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418600.000000 Penalty: 99711.382812
Iteration 60F: 31 clusters Score -9.54186e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35888 members 
Mstep: Class 3 contains 67675 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 18587 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 25007 members 
Mstep: Class 9 contains 8683 members 
Mstep: Class 10 contains 10849 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 12662 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 5480 members 
Mstep: Class 15 contains 31054 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13897 members 
Mstep: Class 20 contains 30717 members 
Mstep: Class 21 contains 12888 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292333 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 4766 members 
Mstep: Class 28 contains 55890 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418816.000000 Penalty: 99711.382812
Iteration 61Q: 31 clusters Score -9.541882e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35877 members 
Mstep: Class 3 contains 67622 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 18586 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24953 members 
Mstep: Class 9 contains 8699 members 
Mstep: Class 10 contains 10857 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 12687 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 5504 members 
Mstep: Class 15 contains 31100 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13875 members 
Mstep: Class 20 contains 30719 members 
Mstep: Class 21 contains 12892 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292226 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 4772 members 
Mstep: Class 28 contains 55998 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418832.000000 Penalty: 99711.382812
Iteration 62Q: 31 clusters Score -9.541883e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35892 members 
Mstep: Class 3 contains 67574 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 18583 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24902 members 
Mstep: Class 9 contains 8713 members 
Mstep: Class 10 contains 10864 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 12713 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 31128 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13847 members 
Mstep: Class 20 contains 30719 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292124 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 4780 members 
Mstep: Class 28 contains 56096 members 
Mstep: Class 29 contains 8081 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Score: -95418840.000000 Penalty: 99711.382812
Iteration 63Q: 31 clusters Score -9.541884e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35892 members 
Mstep: Class 3 contains 67529 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 8719 members 
Mstep: Class 10 contains 10863 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13823 members 
Mstep: Class 20 contains 30725 members 
Mstep: Class 21 contains 12911 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 292038 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 4784 members 
Mstep: Class 28 contains 56185 members 
Mstep: Class 29 contains 8082 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -9.541878e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35886 members 
Mstep: Class 3 contains 67484 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 18571 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24836 members 
Mstep: Class 9 contains 8727 members 
Mstep: Class 10 contains 10864 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12741 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 31209 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13802 members 
Mstep: Class 20 contains 30729 members 
Mstep: Class 21 contains 12918 members 
Mstep: Class 22 contains 6563 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291966 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 4785 members 
Mstep: Class 28 contains 56258 members 
Mstep: Class 29 contains 8083 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -9.541891e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35880 members 
Mstep: Class 3 contains 67448 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 18548 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24798 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12767 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 31255 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13793 members 
Mstep: Class 20 contains 30724 members 
Mstep: Class 21 contains 12924 members 
Mstep: Class 22 contains 6563 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291897 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4784 members 
Mstep: Class 28 contains 56333 members 
Mstep: Class 29 contains 8085 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Iteration 66Q: 31 clusters Score -9.54191e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35874 members 
Mstep: Class 3 contains 67413 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 18528 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 8736 members 
Mstep: Class 10 contains 10869 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 31294 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13785 members 
Mstep: Class 20 contains 30715 members 
Mstep: Class 21 contains 12934 members 
Mstep: Class 22 contains 6565 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291861 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4786 members 
Mstep: Class 28 contains 56390 members 
Mstep: Class 29 contains 8086 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -9.541908e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 67388 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 18506 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24734 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 12813 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 31319 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13779 members 
Mstep: Class 20 contains 30712 members 
Mstep: Class 21 contains 12948 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291800 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 4788 members 
Mstep: Class 28 contains 56461 members 
Mstep: Class 29 contains 8087 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95419208.000000 Penalty: 99711.382812
Iteration 68Q: 31 clusters Score -9.541921e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67352 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 18498 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24706 members 
Mstep: Class 9 contains 8750 members 
Mstep: Class 10 contains 10871 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 31358 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13764 members 
Mstep: Class 20 contains 30709 members 
Mstep: Class 21 contains 12951 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291757 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 4790 members 
Mstep: Class 28 contains 56514 members 
Mstep: Class 29 contains 8089 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95419224.000000 Penalty: 99711.382812
Iteration 69Q: 31 clusters Score -9.541922e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35858 members 
Mstep: Class 3 contains 67327 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 18481 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24689 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 10878 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 31382 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 30702 members 
Mstep: Class 21 contains 12954 members 
Mstep: Class 22 contains 6573 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291715 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 4793 members 
Mstep: Class 28 contains 56558 members 
Mstep: Class 29 contains 8090 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95419216.000000 Penalty: 99711.382812
Iteration 70Q: 31 clusters Score -9.541922e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35861 members 
Mstep: Class 3 contains 67306 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 18476 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24675 members 
Mstep: Class 9 contains 8761 members 
Mstep: Class 10 contains 10878 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12850 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5656 members 
Mstep: Class 15 contains 31394 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 30695 members 
Mstep: Class 21 contains 12968 members 
Mstep: Class 22 contains 6576 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291673 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 4794 members 
Mstep: Class 28 contains 56595 members 
Mstep: Class 29 contains 8091 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418984.000000 Penalty: 99711.382812
Iteration 71Q: 31 clusters Score -9.541898e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 67287 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24657 members 
Mstep: Class 9 contains 8768 members 
Mstep: Class 10 contains 10874 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5674 members 
Mstep: Class 15 contains 31400 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 30686 members 
Mstep: Class 21 contains 12978 members 
Mstep: Class 22 contains 6579 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291634 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 4794 members 
Mstep: Class 28 contains 56637 members 
Mstep: Class 29 contains 8093 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95419008.000000 Penalty: 99711.382812
Iteration 72Q: 31 clusters Score -9.541901e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67274 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 18470 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24633 members 
Mstep: Class 9 contains 8779 members 
Mstep: Class 10 contains 10874 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12872 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5693 members 
Mstep: Class 15 contains 31417 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13710 members 
Mstep: Class 20 contains 30686 members 
Mstep: Class 21 contains 12978 members 
Mstep: Class 22 contains 6580 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291597 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 56668 members 
Mstep: Class 29 contains 8094 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418960.000000 Penalty: 99711.382812
Iteration 73Q: 31 clusters Score -9.541896e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35863 members 
Mstep: Class 3 contains 67257 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 18455 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24611 members 
Mstep: Class 9 contains 8786 members 
Mstep: Class 10 contains 10875 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5713 members 
Mstep: Class 15 contains 31433 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13687 members 
Mstep: Class 20 contains 30683 members 
Mstep: Class 21 contains 12982 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291561 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1603 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 56704 members 
Mstep: Class 29 contains 8097 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418912.000000 Penalty: 99711.382812
Iteration 74Q: 31 clusters Score -9.541891e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35866 members 
Mstep: Class 3 contains 67240 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 18441 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24603 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5731 members 
Mstep: Class 15 contains 31442 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 30683 members 
Mstep: Class 21 contains 12986 members 
Mstep: Class 22 contains 6582 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 4799 members 
Mstep: Class 28 contains 56739 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95419056.000000 Penalty: 99711.382812
Iteration 75Q: 31 clusters Score -9.541906e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 67227 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 18428 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24596 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 10878 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12915 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5743 members 
Mstep: Class 15 contains 31462 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13649 members 
Mstep: Class 20 contains 30679 members 
Mstep: Class 21 contains 12991 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291493 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 56773 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95419024.000000 Penalty: 99711.382812
Iteration 76Q: 31 clusters Score -9.541902e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35858 members 
Mstep: Class 3 contains 67210 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 18413 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24582 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 10882 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12924 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 31483 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13635 members 
Mstep: Class 20 contains 30673 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291471 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 4803 members 
Mstep: Class 28 contains 56801 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418936.000000 Penalty: 99711.382812
Iteration 77Q: 31 clusters Score -9.541894e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35857 members 
Mstep: Class 3 contains 67196 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18404 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24568 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 10881 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12939 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 31488 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13621 members 
Mstep: Class 20 contains 30669 members 
Mstep: Class 21 contains 12998 members 
Mstep: Class 22 contains 6582 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291444 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 56831 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95418904.000000 Penalty: 99711.382812
Iteration 78Q: 31 clusters Score -9.54189e+07 nChanged 182
Entering ConstructFrom: 
Score: -95418904.000000 Penalty: 99711.382812
Entering ConstructFrom: 
Trying to split cluster 1 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -249454.671875 Penalty: 1865.823364
	Iteration 0F: 2 clusters Score -249454.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -246969.656250 Penalty: 3731.646729
	Iteration 0F: 3 clusters Score -246969.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -247814.406250 Penalty: 3731.646729
	Iteration 1F: 3 clusters Score -247814.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -248440.343750 Penalty: 3731.646729
	Iteration 2F: 3 clusters Score -248440.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -248981.406250 Penalty: 3731.646729
	Iteration 3F: 3 clusters Score -248981.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -249417.140625 Penalty: 3731.646729
	Iteration 4F: 3 clusters Score -249417.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -249661.718750 Penalty: 3731.646729
	Iteration 5F: 3 clusters Score -249661.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -249817.968750 Penalty: 3731.646729
	Iteration 6Q: 3 clusters Score -249818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -249912.250000 Penalty: 3731.646729
	Iteration 7Q: 3 clusters Score -249912.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -249960.312500 Penalty: 3731.646729
	Iteration 8Q: 3 clusters Score -249960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -249977.078125 Penalty: 3731.646729
	Iteration 9Q: 3 clusters Score -249977.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -249992.921875 Penalty: 3731.646729
	Iteration 10Q: 3 clusters Score -249992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -250004.343750 Penalty: 3731.646729
	Iteration 11Q: 3 clusters Score -250004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -250011.875000 Penalty: 3731.646729
	Iteration 12Q: 3 clusters Score -250011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -250019.265625 Penalty: 3731.646729
	Iteration 13Q: 3 clusters Score -250019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -250019.265625 Penalty: 3731.646729
	Iteration 14F: 3 clusters Score -250019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67177 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24558 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 291407 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 56883 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 354 members 
Entering Unmasked Estep 
Score: -95418160.000000 Penalty: 103035.093750
Splitting cluster 1 changes total score from -95418904.000000 to -95418160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (35859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Entering Unmasked Estep 
Score: -5270535.500000 Penalty: 2600.862793
	Iteration 0F: 2 clusters Score -5270536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -5246087.500000 Penalty: 5201.725586
	Iteration 0F: 3 clusters Score -5246088 nChanged 16284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5255108.500000 Penalty: 5201.725586
	Iteration 1F: 3 clusters Score -5255108 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5255703.000000 Penalty: 5201.725586
	Iteration 2Q: 3 clusters Score -5255703 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5256315.500000 Penalty: 5201.725586
	Iteration 3Q: 3 clusters Score -5256316 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5257091.000000 Penalty: 5201.725586
	Iteration 4Q: 3 clusters Score -5257091 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5258108.000000 Penalty: 5201.725586
	Iteration 5F: 3 clusters Score -5258108 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5259363.500000 Penalty: 5201.725586
	Iteration 6F: 3 clusters Score -5259364 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5260866.000000 Penalty: 5201.725586
	Iteration 7F: 3 clusters Score -5260866 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5262662.000000 Penalty: 5201.725586
	Iteration 8F: 3 clusters Score -5262662 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5264431.000000 Penalty: 5201.725586
	Iteration 9F: 3 clusters Score -5264431 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -5265833.000000 Penalty: 5201.725586
	Iteration 10Q: 3 clusters Score -5265833 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -5266760.500000 Penalty: 5201.725586
	Iteration 11Q: 3 clusters Score -5266760 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -5267340.000000 Penalty: 5201.725586
	Iteration 12Q: 3 clusters Score -5267340 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5267682.500000 Penalty: 5201.725586
	Iteration 13Q: 3 clusters Score -5267682 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -5267924.500000 Penalty: 5201.725586
	Iteration 14Q: 3 clusters Score -5267924 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5268125.500000 Penalty: 5201.725586
	Iteration 15Q: 3 clusters Score -5268126 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -5268258.000000 Penalty: 5201.725586
	Iteration 16Q: 3 clusters Score -5268258 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5268355.000000 Penalty: 5201.725586
	Iteration 17Q: 3 clusters Score -5268355 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -5268424.000000 Penalty: 5201.725586
	Iteration 18Q: 3 clusters Score -5268424 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -5268481.500000 Penalty: 5201.725586
	Iteration 19Q: 3 clusters Score -5268482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5268532.000000 Penalty: 5201.725586
	Iteration 20F: 3 clusters Score -5268532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5268574.000000 Penalty: 5201.725586
	Iteration 21Q: 3 clusters Score -5268574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5268602.000000 Penalty: 5201.725586
	Iteration 22Q: 3 clusters Score -5268602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -5268611.500000 Penalty: 5201.725586
	Iteration 23Q: 3 clusters Score -5268612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -5268628.500000 Penalty: 5201.725586
	Iteration 24Q: 3 clusters Score -5268628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -5268647.000000 Penalty: 5201.725586
	Iteration 25Q: 3 clusters Score -5268647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -5268651.000000 Penalty: 5201.725586
	Iteration 26Q: 3 clusters Score -5268651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5268661.000000 Penalty: 5201.725586
	Iteration 27Q: 3 clusters Score -5268661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5268669.500000 Penalty: 5201.725586
	Iteration 28Q: 3 clusters Score -5268670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5268668.500000 Penalty: 5201.725586
	Iteration 29Q: 3 clusters Score -5268668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5268678.000000 Penalty: 5201.725586
	Iteration 30Q: 3 clusters Score -5268678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -5268687.000000 Penalty: 5201.725586
	Iteration 31Q: 3 clusters Score -5268687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -5268698.500000 Penalty: 5201.725586
	Iteration 32Q: 3 clusters Score -5268698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5268712.500000 Penalty: 5201.725586
	Iteration 33Q: 3 clusters Score -5268712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5268709.000000 Penalty: 5201.725586
	Iteration 34Q: 3 clusters Score -5268709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -5268716.000000 Penalty: 5201.725586
	Iteration 35Q: 3 clusters Score -5268716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5268716.000000 Penalty: 5201.725586
	Iteration 36Q: 3 clusters Score -5268716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5268721.500000 Penalty: 5201.725586
	Iteration 37Q: 3 clusters Score -5268722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5268712.000000 Penalty: 5201.725586
	Iteration 38Q: 3 clusters Score -5268712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5268714.000000 Penalty: 5201.725586
	Iteration 39Q: 3 clusters Score -5268714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -5268702.000000 Penalty: 5201.725586
	Iteration 40F: 3 clusters Score -5268702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5268712.500000 Penalty: 5201.725586
	Iteration 41Q: 3 clusters Score -5268712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -5268714.500000 Penalty: 5201.725586
	Iteration 42Q: 3 clusters Score -5268714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5268716.500000 Penalty: 5201.725586
	Iteration 43Q: 3 clusters Score -5268716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -5268720.500000 Penalty: 5201.725586
	Iteration 44Q: 3 clusters Score -5268720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -5268721.000000 Penalty: 5201.725586
	Iteration 45Q: 3 clusters Score -5268721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -5268723.500000 Penalty: 5201.725586
	Iteration 46Q: 3 clusters Score -5268724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5268728.000000 Penalty: 5201.725586
	Iteration 47Q: 3 clusters Score -5268728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5268731.500000 Penalty: 5201.725586
	Iteration 48Q: 3 clusters Score -5268732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -5268726.500000 Penalty: 5201.725586
	Iteration 49Q: 3 clusters Score -5268726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -5268724.500000 Penalty: 5201.725586
	Iteration 50Q: 3 clusters Score -5268724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -5268731.500000 Penalty: 5201.725586
	Iteration 51Q: 3 clusters Score -5268732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -5268732.500000 Penalty: 5201.725586
	Iteration 52Q: 3 clusters Score -5268732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -5268732.500000 Penalty: 5201.725586
	Iteration 53Q: 3 clusters Score -5268732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -5268737.500000 Penalty: 5201.725586
	Iteration 54Q: 3 clusters Score -5268738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -5268741.500000 Penalty: 5201.725586
	Iteration 55Q: 3 clusters Score -5268742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -5268736.000000 Penalty: 5201.725586
	Iteration 56Q: 3 clusters Score -5268736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5268729.000000 Penalty: 5201.725586
	Iteration 57Q: 3 clusters Score -5268729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -5268737.500000 Penalty: 5201.725586
	Iteration 58Q: 3 clusters Score -5268738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -5268735.000000 Penalty: 5201.725586
	Iteration 59Q: 3 clusters Score -5268735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -5268741.000000 Penalty: 5201.725586
	Iteration 60F: 3 clusters Score -5268741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -5268741.000000 Penalty: 5201.725586
	Iteration 61Q: 3 clusters Score -5268741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -5268741.000000 Penalty: 5201.725586
	Iteration 62F: 3 clusters Score -5268741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Entering Unmasked Estep 
Score: -9918569.000000 Penalty: 2756.541504
	Iteration 0F: 2 clusters Score -9918569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -9873529.000000 Penalty: 5513.083008
	Iteration 0F: 3 clusters Score -9873529 nChanged 31329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -9891319.000000 Penalty: 5513.083008
	Iteration 1F: 3 clusters Score -9891319 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -9892042.000000 Penalty: 5513.083008
	Iteration 2Q: 3 clusters Score -9892042 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -9892957.000000 Penalty: 5513.083008
	Iteration 3Q: 3 clusters Score -9892957 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -9894021.000000 Penalty: 5513.083008
	Iteration 4Q: 3 clusters Score -9894021 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -9895261.000000 Penalty: 5513.083008
	Iteration 5Q: 3 clusters Score -9895261 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -9896850.000000 Penalty: 5513.083008
	Iteration 6Q: 3 clusters Score -9896850 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -9898899.000000 Penalty: 5513.083008
	Iteration 7F: 3 clusters Score -9898899 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -9901694.000000 Penalty: 5513.083008
	Iteration 8F: 3 clusters Score -9901694 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -9905164.000000 Penalty: 5513.083008
	Iteration 9F: 3 clusters Score -9905164 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -9908826.000000 Penalty: 5513.083008
	Iteration 10F: 3 clusters Score -9908826 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -9911879.000000 Penalty: 5513.083008
	Iteration 11F: 3 clusters Score -9911879 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -9913998.000000 Penalty: 5513.083008
	Iteration 12Q: 3 clusters Score -9913998 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -9915131.000000 Penalty: 5513.083008
	Iteration 13Q: 3 clusters Score -9915131 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -9915723.000000 Penalty: 5513.083008
	Iteration 14Q: 3 clusters Score -9915723 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -9915981.000000 Penalty: 5513.083008
	Iteration 15Q: 3 clusters Score -9915981 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -9916125.000000 Penalty: 5513.083008
	Iteration 16Q: 3 clusters Score -9916125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9916188.000000 Penalty: 5513.083008
	Iteration 17Q: 3 clusters Score -9916188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -9916223.000000 Penalty: 5513.083008
	Iteration 18Q: 3 clusters Score -9916223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -9916248.000000 Penalty: 5513.083008
	Iteration 19Q: 3 clusters Score -9916248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -9916258.000000 Penalty: 5513.083008
	Iteration 20F: 3 clusters Score -9916258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -9916271.000000 Penalty: 5513.083008
	Iteration 21Q: 3 clusters Score -9916271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -9916289.000000 Penalty: 5513.083008
	Iteration 22Q: 3 clusters Score -9916289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -9916297.000000 Penalty: 5513.083008
	Iteration 23Q: 3 clusters Score -9916297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -9916305.000000 Penalty: 5513.083008
	Iteration 24Q: 3 clusters Score -9916305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -9916310.000000 Penalty: 5513.083008
	Iteration 25Q: 3 clusters Score -9916310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -9916316.000000 Penalty: 5513.083008
	Iteration 26Q: 3 clusters Score -9916316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -9916315.000000 Penalty: 5513.083008
	Iteration 27Q: 3 clusters Score -9916315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -9916316.000000 Penalty: 5513.083008
	Iteration 28Q: 3 clusters Score -9916316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -9916316.000000 Penalty: 5513.083008
	Iteration 29F: 3 clusters Score -9916316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -372636.031250 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -372636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -369622.093750 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -369622.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -370166.062500 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -370166.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -370312.812500 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -370312.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -370378.812500 Penalty: 3891.326416
	Iteration 3Q: 3 clusters Score -370378.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -370438.843750 Penalty: 3891.326416
	Iteration 4Q: 3 clusters Score -370438.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -370482.562500 Penalty: 3891.326416
	Iteration 5Q: 3 clusters Score -370482.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -370514.937500 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -370514.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -370537.218750 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -370537.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -370555.968750 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -370556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -370582.593750 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -370582.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -370601.031250 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -370601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -370618.187500 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -370618.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -370629.812500 Penalty: 3891.326416
	Iteration 12Q: 3 clusters Score -370629.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -370641.187500 Penalty: 3891.326416
	Iteration 13Q: 3 clusters Score -370641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -370650.656250 Penalty: 3891.326416
	Iteration 14Q: 3 clusters Score -370650.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -370663.281250 Penalty: 3891.326416
	Iteration 15Q: 3 clusters Score -370663.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -370673.687500 Penalty: 3891.326416
	Iteration 16Q: 3 clusters Score -370673.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -370680.500000 Penalty: 3891.326416
	Iteration 17Q: 3 clusters Score -370680.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -370689.375000 Penalty: 3891.326416
	Iteration 18Q: 3 clusters Score -370689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -370693.937500 Penalty: 3891.326416
	Iteration 19Q: 3 clusters Score -370693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -370694.375000 Penalty: 3891.326416
	Iteration 20F: 3 clusters Score -370694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -370697.718750 Penalty: 3891.326416
	Iteration 21Q: 3 clusters Score -370697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -370700.281250 Penalty: 3891.326416
	Iteration 22Q: 3 clusters Score -370700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -370701.937500 Penalty: 3891.326416
	Iteration 23Q: 3 clusters Score -370701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370703.562500 Penalty: 3891.326416
	Iteration 24Q: 3 clusters Score -370703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -370705.750000 Penalty: 3891.326416
	Iteration 25Q: 3 clusters Score -370705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -370706.625000 Penalty: 3891.326416
	Iteration 26Q: 3 clusters Score -370706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -370707.468750 Penalty: 3891.326416
	Iteration 27Q: 3 clusters Score -370707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -370707.593750 Penalty: 3891.326416
	Iteration 28Q: 3 clusters Score -370707.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -370707.593750 Penalty: 3891.326416
	Iteration 29F: 3 clusters Score -370707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Entering Unmasked Estep 
Score: -2533127.500000 Penalty: 2435.305176
	Iteration 0F: 2 clusters Score -2533128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2520121.000000 Penalty: 4870.610352
	Iteration 0F: 3 clusters Score -2520121 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2524374.750000 Penalty: 4870.610352
	Iteration 1F: 3 clusters Score -2524375 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2524792.750000 Penalty: 4870.610352
	Iteration 2F: 3 clusters Score -2524793 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2525147.750000 Penalty: 4870.610352
	Iteration 3Q: 3 clusters Score -2525148 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2525426.250000 Penalty: 4870.610352
	Iteration 4Q: 3 clusters Score -2525426 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2525705.000000 Penalty: 4870.610352
	Iteration 5Q: 3 clusters Score -2525705 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2526080.250000 Penalty: 4870.610352
	Iteration 6Q: 3 clusters Score -2526080 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2526520.500000 Penalty: 4870.610352
	Iteration 7Q: 3 clusters Score -2526520 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2527036.000000 Penalty: 4870.610352
	Iteration 8Q: 3 clusters Score -2527036 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2527659.250000 Penalty: 4870.610352
	Iteration 9F: 3 clusters Score -2527659 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2528361.750000 Penalty: 4870.610352
	Iteration 10F: 3 clusters Score -2528362 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2529071.750000 Penalty: 4870.610352
	Iteration 11F: 3 clusters Score -2529072 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2529667.750000 Penalty: 4870.610352
	Iteration 12Q: 3 clusters Score -2529668 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2530123.250000 Penalty: 4870.610352
	Iteration 13Q: 3 clusters Score -2530123 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2530437.500000 Penalty: 4870.610352
	Iteration 14Q: 3 clusters Score -2530438 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2530655.750000 Penalty: 4870.610352
	Iteration 15Q: 3 clusters Score -2530656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2530824.250000 Penalty: 4870.610352
	Iteration 16Q: 3 clusters Score -2530824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2530941.000000 Penalty: 4870.610352
	Iteration 17Q: 3 clusters Score -2530941 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2531044.750000 Penalty: 4870.610352
	Iteration 18Q: 3 clusters Score -2531045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2531125.000000 Penalty: 4870.610352
	Iteration 19Q: 3 clusters Score -2531125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2531191.500000 Penalty: 4870.610352
	Iteration 20F: 3 clusters Score -2531192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2531234.500000 Penalty: 4870.610352
	Iteration 21Q: 3 clusters Score -2531234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2531254.750000 Penalty: 4870.610352
	Iteration 22Q: 3 clusters Score -2531255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2531281.250000 Penalty: 4870.610352
	Iteration 23Q: 3 clusters Score -2531281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2531288.250000 Penalty: 4870.610352
	Iteration 24Q: 3 clusters Score -2531288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2531299.750000 Penalty: 4870.610352
	Iteration 25Q: 3 clusters Score -2531300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2531305.250000 Penalty: 4870.610352
	Iteration 26Q: 3 clusters Score -2531305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2531309.000000 Penalty: 4870.610352
	Iteration 27Q: 3 clusters Score -2531309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2531316.250000 Penalty: 4870.610352
	Iteration 28Q: 3 clusters Score -2531316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2531320.250000 Penalty: 4870.610352
	Iteration 29Q: 3 clusters Score -2531320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2531326.500000 Penalty: 4870.610352
	Iteration 30Q: 3 clusters Score -2531326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2531327.500000 Penalty: 4870.610352
	Iteration 31Q: 3 clusters Score -2531328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2531324.750000 Penalty: 4870.610352
	Iteration 32Q: 3 clusters Score -2531325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2531329.000000 Penalty: 4870.610352
	Iteration 33Q: 3 clusters Score -2531329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2531327.500000 Penalty: 4870.610352
	Iteration 34Q: 3 clusters Score -2531328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2531329.000000 Penalty: 4870.610352
	Iteration 35Q: 3 clusters Score -2531329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2531329.000000 Penalty: 4870.610352
	Iteration 36Q: 3 clusters Score -2531329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2531331.500000 Penalty: 4870.610352
	Iteration 37Q: 3 clusters Score -2531332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2531331.250000 Penalty: 4870.610352
	Iteration 38Q: 3 clusters Score -2531331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2531331.000000 Penalty: 4870.610352
	Iteration 39Q: 3 clusters Score -2531331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2531331.250000 Penalty: 4870.610352
	Iteration 40F: 3 clusters Score -2531331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2531331.750000 Penalty: 4870.610352
	Iteration 41Q: 3 clusters Score -2531332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2531333.250000 Penalty: 4870.610352
	Iteration 42Q: 3 clusters Score -2531333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2531340.250000 Penalty: 4870.610352
	Iteration 43Q: 3 clusters Score -2531340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2531338.500000 Penalty: 4870.610352
	Iteration 44Q: 3 clusters Score -2531338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2531338.500000 Penalty: 4870.610352
	Iteration 45F: 3 clusters Score -2531338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -69552.648438 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -69552.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68001.210938 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -68001.21 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68458.250000 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -68458.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68756.414062 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -68756.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68830.929688 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -68830.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68865.601562 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -68865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68888.554688 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -68888.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68895.046875 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -68895.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68896.250000 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -68896.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68896.250000 Penalty: 3174.527832
	Iteration 8F: 3 clusters Score -68896.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -41096.867188 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -41096.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39752.531250 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -39752.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40042.625000 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -40042.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40114.636719 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -40114.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40145.425781 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -40145.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40159.089844 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -40159.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40179.847656 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -40179.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40186.453125 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -40186.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40186.453125 Penalty: 3005.324951
	Iteration 7F: 3 clusters Score -40186.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -3589856.750000 Penalty: 2506.980713
	Iteration 0F: 2 clusters Score -3589857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3572855.250000 Penalty: 5013.961426
	Iteration 0F: 3 clusters Score -3572855 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3578710.500000 Penalty: 5013.961426
	Iteration 1F: 3 clusters Score -3578710 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3579229.750000 Penalty: 5013.961426
	Iteration 2F: 3 clusters Score -3579230 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3579767.250000 Penalty: 5013.961426
	Iteration 3Q: 3 clusters Score -3579767 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3580387.000000 Penalty: 5013.961426
	Iteration 4Q: 3 clusters Score -3580387 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3581135.250000 Penalty: 5013.961426
	Iteration 5F: 3 clusters Score -3581135 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3581894.750000 Penalty: 5013.961426
	Iteration 6F: 3 clusters Score -3581895 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3582658.000000 Penalty: 5013.961426
	Iteration 7F: 3 clusters Score -3582658 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3583413.750000 Penalty: 5013.961426
	Iteration 8Q: 3 clusters Score -3583414 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3584137.500000 Penalty: 5013.961426
	Iteration 9Q: 3 clusters Score -3584138 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3584840.000000 Penalty: 5013.961426
	Iteration 10Q: 3 clusters Score -3584840 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3585453.750000 Penalty: 5013.961426
	Iteration 11Q: 3 clusters Score -3585454 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3585870.250000 Penalty: 5013.961426
	Iteration 12Q: 3 clusters Score -3585870 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3586199.750000 Penalty: 5013.961426
	Iteration 13Q: 3 clusters Score -3586200 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3586471.500000 Penalty: 5013.961426
	Iteration 14Q: 3 clusters Score -3586472 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3586665.250000 Penalty: 5013.961426
	Iteration 15Q: 3 clusters Score -3586665 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3586804.750000 Penalty: 5013.961426
	Iteration 16Q: 3 clusters Score -3586805 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3586994.750000 Penalty: 5013.961426
	Iteration 17Q: 3 clusters Score -3586995 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3587136.500000 Penalty: 5013.961426
	Iteration 18Q: 3 clusters Score -3587136 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3587265.750000 Penalty: 5013.961426
	Iteration 19Q: 3 clusters Score -3587266 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3587394.750000 Penalty: 5013.961426
	Iteration 20F: 3 clusters Score -3587395 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3587495.750000 Penalty: 5013.961426
	Iteration 21Q: 3 clusters Score -3587496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3587582.000000 Penalty: 5013.961426
	Iteration 22Q: 3 clusters Score -3587582 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3587648.500000 Penalty: 5013.961426
	Iteration 23Q: 3 clusters Score -3587648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3587717.000000 Penalty: 5013.961426
	Iteration 24Q: 3 clusters Score -3587717 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3587770.250000 Penalty: 5013.961426
	Iteration 25Q: 3 clusters Score -3587770 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3587814.000000 Penalty: 5013.961426
	Iteration 26Q: 3 clusters Score -3587814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3587858.750000 Penalty: 5013.961426
	Iteration 27Q: 3 clusters Score -3587859 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3587903.000000 Penalty: 5013.961426
	Iteration 28Q: 3 clusters Score -3587903 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3587937.000000 Penalty: 5013.961426
	Iteration 29Q: 3 clusters Score -3587937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3587944.750000 Penalty: 5013.961426
	Iteration 30Q: 3 clusters Score -3587945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3587952.500000 Penalty: 5013.961426
	Iteration 31Q: 3 clusters Score -3587952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3587976.500000 Penalty: 5013.961426
	Iteration 32Q: 3 clusters Score -3587976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3587974.500000 Penalty: 5013.961426
	Iteration 33Q: 3 clusters Score -3587974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3587974.250000 Penalty: 5013.961426
	Iteration 34Q: 3 clusters Score -3587974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3587979.250000 Penalty: 5013.961426
	Iteration 35Q: 3 clusters Score -3587979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3587988.750000 Penalty: 5013.961426
	Iteration 36Q: 3 clusters Score -3587989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3587993.750000 Penalty: 5013.961426
	Iteration 37Q: 3 clusters Score -3587994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3587995.500000 Penalty: 5013.961426
	Iteration 38Q: 3 clusters Score -3587996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3588004.250000 Penalty: 5013.961426
	Iteration 39Q: 3 clusters Score -3588004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3588001.500000 Penalty: 5013.961426
	Iteration 40F: 3 clusters Score -3588002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3588014.250000 Penalty: 5013.961426
	Iteration 41Q: 3 clusters Score -3588014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3588027.500000 Penalty: 5013.961426
	Iteration 42Q: 3 clusters Score -3588028 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3588038.000000 Penalty: 5013.961426
	Iteration 43Q: 3 clusters Score -3588038 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3588046.750000 Penalty: 5013.961426
	Iteration 44Q: 3 clusters Score -3588047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3588050.750000 Penalty: 5013.961426
	Iteration 45Q: 3 clusters Score -3588051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3588060.000000 Penalty: 5013.961426
	Iteration 46Q: 3 clusters Score -3588060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3588070.000000 Penalty: 5013.961426
	Iteration 47Q: 3 clusters Score -3588070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3588069.000000 Penalty: 5013.961426
	Iteration 48Q: 3 clusters Score -3588069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3588073.750000 Penalty: 5013.961426
	Iteration 49Q: 3 clusters Score -3588074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3588072.500000 Penalty: 5013.961426
	Iteration 50Q: 3 clusters Score -3588072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3588073.000000 Penalty: 5013.961426
	Iteration 51Q: 3 clusters Score -3588073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3588072.250000 Penalty: 5013.961426
	Iteration 52Q: 3 clusters Score -3588072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3588075.000000 Penalty: 5013.961426
	Iteration 53Q: 3 clusters Score -3588075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3588074.500000 Penalty: 5013.961426
	Iteration 54Q: 3 clusters Score -3588074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3588079.250000 Penalty: 5013.961426
	Iteration 55Q: 3 clusters Score -3588079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3588085.750000 Penalty: 5013.961426
	Iteration 56Q: 3 clusters Score -3588086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3588088.250000 Penalty: 5013.961426
	Iteration 57Q: 3 clusters Score -3588088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3588093.250000 Penalty: 5013.961426
	Iteration 58Q: 3 clusters Score -3588093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3588089.000000 Penalty: 5013.961426
	Iteration 59Q: 3 clusters Score -3588089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3588089.250000 Penalty: 5013.961426
	Iteration 60F: 3 clusters Score -3588089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3588093.250000 Penalty: 5013.961426
	Iteration 61Q: 3 clusters Score -3588093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3588094.750000 Penalty: 5013.961426
	Iteration 62Q: 3 clusters Score -3588095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3588098.250000 Penalty: 5013.961426
	Iteration 63Q: 3 clusters Score -3588098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3588106.250000 Penalty: 5013.961426
	Iteration 64Q: 3 clusters Score -3588106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3588108.500000 Penalty: 5013.961426
	Iteration 65Q: 3 clusters Score -3588108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3588114.250000 Penalty: 5013.961426
	Iteration 66Q: 3 clusters Score -3588114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3588123.000000 Penalty: 5013.961426
	Iteration 67Q: 3 clusters Score -3588123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3588123.250000 Penalty: 5013.961426
	Iteration 68Q: 3 clusters Score -3588123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3588124.250000 Penalty: 5013.961426
	Iteration 69Q: 3 clusters Score -3588124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3588126.500000 Penalty: 5013.961426
	Iteration 70Q: 3 clusters Score -3588126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3588130.750000 Penalty: 5013.961426
	Iteration 71Q: 3 clusters Score -3588131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3588133.000000 Penalty: 5013.961426
	Iteration 72Q: 3 clusters Score -3588133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3588124.250000 Penalty: 5013.961426
	Iteration 73Q: 3 clusters Score -3588124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3588129.000000 Penalty: 5013.961426
	Iteration 74Q: 3 clusters Score -3588129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3588134.750000 Penalty: 5013.961426
	Iteration 75Q: 3 clusters Score -3588135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3588134.500000 Penalty: 5013.961426
	Iteration 76Q: 3 clusters Score -3588134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3588139.750000 Penalty: 5013.961426
	Iteration 77Q: 3 clusters Score -3588140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3588136.500000 Penalty: 5013.961426
	Iteration 78Q: 3 clusters Score -3588136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3588138.000000 Penalty: 5013.961426
	Iteration 79Q: 3 clusters Score -3588138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3588138.750000 Penalty: 5013.961426
	Iteration 80F: 3 clusters Score -3588139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3588143.500000 Penalty: 5013.961426
	Iteration 81Q: 3 clusters Score -3588144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3588144.250000 Penalty: 5013.961426
	Iteration 82Q: 3 clusters Score -3588144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3588152.250000 Penalty: 5013.961426
	Iteration 83Q: 3 clusters Score -3588152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3588153.000000 Penalty: 5013.961426
	Iteration 84Q: 3 clusters Score -3588153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3588153.500000 Penalty: 5013.961426
	Iteration 85Q: 3 clusters Score -3588154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3588153.250000 Penalty: 5013.961426
	Iteration 86Q: 3 clusters Score -3588153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3588156.000000 Penalty: 5013.961426
	Iteration 87Q: 3 clusters Score -3588156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3588161.250000 Penalty: 5013.961426
	Iteration 88Q: 3 clusters Score -3588161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3588157.000000 Penalty: 5013.961426
	Iteration 89Q: 3 clusters Score -3588157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3588162.500000 Penalty: 5013.961426
	Iteration 90Q: 3 clusters Score -3588162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3588169.500000 Penalty: 5013.961426
	Iteration 91Q: 3 clusters Score -3588170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3588165.750000 Penalty: 5013.961426
	Iteration 92Q: 3 clusters Score -3588166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3588167.500000 Penalty: 5013.961426
	Iteration 93Q: 3 clusters Score -3588168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3588184.250000 Penalty: 5013.961426
	Iteration 94Q: 3 clusters Score -3588184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3588179.250000 Penalty: 5013.961426
	Iteration 95Q: 3 clusters Score -3588179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3588179.750000 Penalty: 5013.961426
	Iteration 96Q: 3 clusters Score -3588180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3588187.250000 Penalty: 5013.961426
	Iteration 97Q: 3 clusters Score -3588187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3588185.500000 Penalty: 5013.961426
	Iteration 98Q: 3 clusters Score -3588186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3588199.000000 Penalty: 5013.961426
	Iteration 99Q: 3 clusters Score -3588199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3588204.500000 Penalty: 5013.961426
	Iteration 100F: 3 clusters Score -3588204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3588201.000000 Penalty: 5013.961426
	Iteration 101Q: 3 clusters Score -3588201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3588204.750000 Penalty: 5013.961426
	Iteration 102Q: 3 clusters Score -3588205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3588212.000000 Penalty: 5013.961426
	Iteration 103Q: 3 clusters Score -3588212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3588210.000000 Penalty: 5013.961426
	Iteration 104Q: 3 clusters Score -3588210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3588215.000000 Penalty: 5013.961426
	Iteration 105Q: 3 clusters Score -3588215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3588219.500000 Penalty: 5013.961426
	Iteration 106Q: 3 clusters Score -3588220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3588227.500000 Penalty: 5013.961426
	Iteration 107Q: 3 clusters Score -3588228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3588229.000000 Penalty: 5013.961426
	Iteration 108Q: 3 clusters Score -3588229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3588233.750000 Penalty: 5013.961426
	Iteration 109Q: 3 clusters Score -3588234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3588235.500000 Penalty: 5013.961426
	Iteration 110Q: 3 clusters Score -3588236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3588237.500000 Penalty: 5013.961426
	Iteration 111Q: 3 clusters Score -3588238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3588239.750000 Penalty: 5013.961426
	Iteration 112Q: 3 clusters Score -3588240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3588247.000000 Penalty: 5013.961426
	Iteration 113Q: 3 clusters Score -3588247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3588249.750000 Penalty: 5013.961426
	Iteration 114Q: 3 clusters Score -3588250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3588255.500000 Penalty: 5013.961426
	Iteration 115Q: 3 clusters Score -3588256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3588261.000000 Penalty: 5013.961426
	Iteration 116Q: 3 clusters Score -3588261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3588260.250000 Penalty: 5013.961426
	Iteration 117Q: 3 clusters Score -3588260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3588269.500000 Penalty: 5013.961426
	Iteration 118Q: 3 clusters Score -3588270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3588277.500000 Penalty: 5013.961426
	Iteration 119Q: 3 clusters Score -3588278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3588273.500000 Penalty: 5013.961426
	Iteration 120F: 3 clusters Score -3588274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3588272.500000 Penalty: 5013.961426
	Iteration 121Q: 3 clusters Score -3588272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3588284.750000 Penalty: 5013.961426
	Iteration 122Q: 3 clusters Score -3588285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3588294.750000 Penalty: 5013.961426
	Iteration 123Q: 3 clusters Score -3588295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3588293.750000 Penalty: 5013.961426
	Iteration 124Q: 3 clusters Score -3588294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3588307.000000 Penalty: 5013.961426
	Iteration 125Q: 3 clusters Score -3588307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3588306.000000 Penalty: 5013.961426
	Iteration 126Q: 3 clusters Score -3588306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3588322.500000 Penalty: 5013.961426
	Iteration 127Q: 3 clusters Score -3588322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3588330.250000 Penalty: 5013.961426
	Iteration 128Q: 3 clusters Score -3588330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3588334.250000 Penalty: 5013.961426
	Iteration 129Q: 3 clusters Score -3588334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3588343.500000 Penalty: 5013.961426
	Iteration 130Q: 3 clusters Score -3588344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3588351.000000 Penalty: 5013.961426
	Iteration 131Q: 3 clusters Score -3588351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3588360.500000 Penalty: 5013.961426
	Iteration 132Q: 3 clusters Score -3588360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3588365.750000 Penalty: 5013.961426
	Iteration 133Q: 3 clusters Score -3588366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3588369.750000 Penalty: 5013.961426
	Iteration 134Q: 3 clusters Score -3588370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3588376.250000 Penalty: 5013.961426
	Iteration 135Q: 3 clusters Score -3588376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3588388.500000 Penalty: 5013.961426
	Iteration 136Q: 3 clusters Score -3588388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3588387.500000 Penalty: 5013.961426
	Iteration 137Q: 3 clusters Score -3588388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3588394.000000 Penalty: 5013.961426
	Iteration 138Q: 3 clusters Score -3588394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3588398.250000 Penalty: 5013.961426
	Iteration 139Q: 3 clusters Score -3588398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3588405.250000 Penalty: 5013.961426
	Iteration 140F: 3 clusters Score -3588405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3588401.000000 Penalty: 5013.961426
	Iteration 141Q: 3 clusters Score -3588401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3588401.750000 Penalty: 5013.961426
	Iteration 142Q: 3 clusters Score -3588402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3588409.500000 Penalty: 5013.961426
	Iteration 143Q: 3 clusters Score -3588410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3588412.000000 Penalty: 5013.961426
	Iteration 144Q: 3 clusters Score -3588412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3588418.500000 Penalty: 5013.961426
	Iteration 145Q: 3 clusters Score -3588418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3588417.500000 Penalty: 5013.961426
	Iteration 146Q: 3 clusters Score -3588418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3588421.000000 Penalty: 5013.961426
	Iteration 147Q: 3 clusters Score -3588421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3588415.000000 Penalty: 5013.961426
	Iteration 148Q: 3 clusters Score -3588415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3588414.750000 Penalty: 5013.961426
	Iteration 149Q: 3 clusters Score -3588415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3588416.750000 Penalty: 5013.961426
	Iteration 150Q: 3 clusters Score -3588417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3588417.500000 Penalty: 5013.961426
	Iteration 151Q: 3 clusters Score -3588418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3588419.000000 Penalty: 5013.961426
	Iteration 152Q: 3 clusters Score -3588419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3588422.000000 Penalty: 5013.961426
	Iteration 153Q: 3 clusters Score -3588422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3588420.250000 Penalty: 5013.961426
	Iteration 154Q: 3 clusters Score -3588420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3588425.750000 Penalty: 5013.961426
	Iteration 155Q: 3 clusters Score -3588426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3588422.750000 Penalty: 5013.961426
	Iteration 156Q: 3 clusters Score -3588423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3588421.750000 Penalty: 5013.961426
	Iteration 157Q: 3 clusters Score -3588422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3588422.750000 Penalty: 5013.961426
	Iteration 158Q: 3 clusters Score -3588423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3588423.000000 Penalty: 5013.961426
	Iteration 159Q: 3 clusters Score -3588423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3588422.000000 Penalty: 5013.961426
	Iteration 160F: 3 clusters Score -3588422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3588423.250000 Penalty: 5013.961426
	Iteration 161Q: 3 clusters Score -3588423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3588424.500000 Penalty: 5013.961426
	Iteration 162Q: 3 clusters Score -3588424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3588422.250000 Penalty: 5013.961426
	Iteration 163Q: 3 clusters Score -3588422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3588422.250000 Penalty: 5013.961426
	Iteration 164F: 3 clusters Score -3588422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Entering Unmasked Estep 
Score: -1273711.500000 Penalty: 2252.855957
	Iteration 0F: 2 clusters Score -1273712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1266771.750000 Penalty: 4505.711914
	Iteration 0F: 3 clusters Score -1266772 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1268726.750000 Penalty: 4505.711914
	Iteration 1F: 3 clusters Score -1268727 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1269046.250000 Penalty: 4505.711914
	Iteration 2F: 3 clusters Score -1269046 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1269271.875000 Penalty: 4505.711914
	Iteration 3F: 3 clusters Score -1269272 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1269439.875000 Penalty: 4505.711914
	Iteration 4Q: 3 clusters Score -1269440 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1269586.875000 Penalty: 4505.711914
	Iteration 5Q: 3 clusters Score -1269587 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1269718.125000 Penalty: 4505.711914
	Iteration 6Q: 3 clusters Score -1269718 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1269844.625000 Penalty: 4505.711914
	Iteration 7Q: 3 clusters Score -1269845 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1269961.875000 Penalty: 4505.711914
	Iteration 8Q: 3 clusters Score -1269962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1270057.625000 Penalty: 4505.711914
	Iteration 9Q: 3 clusters Score -1270058 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1270171.375000 Penalty: 4505.711914
	Iteration 10Q: 3 clusters Score -1270171 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1270277.375000 Penalty: 4505.711914
	Iteration 11Q: 3 clusters Score -1270277 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1270377.125000 Penalty: 4505.711914
	Iteration 12Q: 3 clusters Score -1270377 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1270476.375000 Penalty: 4505.711914
	Iteration 13Q: 3 clusters Score -1270476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1270578.750000 Penalty: 4505.711914
	Iteration 14Q: 3 clusters Score -1270579 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1270688.000000 Penalty: 4505.711914
	Iteration 15Q: 3 clusters Score -1270688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1270802.000000 Penalty: 4505.711914
	Iteration 16Q: 3 clusters Score -1270802 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1270897.875000 Penalty: 4505.711914
	Iteration 17Q: 3 clusters Score -1270898 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1270972.875000 Penalty: 4505.711914
	Iteration 18Q: 3 clusters Score -1270973 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1271017.500000 Penalty: 4505.711914
	Iteration 19Q: 3 clusters Score -1271018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1271042.500000 Penalty: 4505.711914
	Iteration 20F: 3 clusters Score -1271042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1271070.125000 Penalty: 4505.711914
	Iteration 21Q: 3 clusters Score -1271070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1271099.375000 Penalty: 4505.711914
	Iteration 22Q: 3 clusters Score -1271099 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1271123.500000 Penalty: 4505.711914
	Iteration 23Q: 3 clusters Score -1271124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1271148.750000 Penalty: 4505.711914
	Iteration 24Q: 3 clusters Score -1271149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1271175.750000 Penalty: 4505.711914
	Iteration 25Q: 3 clusters Score -1271176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1271198.375000 Penalty: 4505.711914
	Iteration 26Q: 3 clusters Score -1271198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1271220.875000 Penalty: 4505.711914
	Iteration 27Q: 3 clusters Score -1271221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1271236.750000 Penalty: 4505.711914
	Iteration 28Q: 3 clusters Score -1271237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1271248.250000 Penalty: 4505.711914
	Iteration 29Q: 3 clusters Score -1271248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1271255.875000 Penalty: 4505.711914
	Iteration 30Q: 3 clusters Score -1271256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1271258.625000 Penalty: 4505.711914
	Iteration 31Q: 3 clusters Score -1271259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1271265.500000 Penalty: 4505.711914
	Iteration 32Q: 3 clusters Score -1271266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1271270.000000 Penalty: 4505.711914
	Iteration 33Q: 3 clusters Score -1271270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1271269.625000 Penalty: 4505.711914
	Iteration 34Q: 3 clusters Score -1271270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1271276.875000 Penalty: 4505.711914
	Iteration 35Q: 3 clusters Score -1271277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1271278.000000 Penalty: 4505.711914
	Iteration 36Q: 3 clusters Score -1271278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1271277.750000 Penalty: 4505.711914
	Iteration 37Q: 3 clusters Score -1271278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1271282.250000 Penalty: 4505.711914
	Iteration 38Q: 3 clusters Score -1271282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1271282.375000 Penalty: 4505.711914
	Iteration 39Q: 3 clusters Score -1271282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1271287.875000 Penalty: 4505.711914
	Iteration 40F: 3 clusters Score -1271288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1271288.375000 Penalty: 4505.711914
	Iteration 41Q: 3 clusters Score -1271288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1271286.250000 Penalty: 4505.711914
	Iteration 42Q: 3 clusters Score -1271286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1271294.625000 Penalty: 4505.711914
	Iteration 43Q: 3 clusters Score -1271295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1271298.500000 Penalty: 4505.711914
	Iteration 44Q: 3 clusters Score -1271298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1271301.500000 Penalty: 4505.711914
	Iteration 45Q: 3 clusters Score -1271302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1271304.875000 Penalty: 4505.711914
	Iteration 46Q: 3 clusters Score -1271305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1271305.500000 Penalty: 4505.711914
	Iteration 47Q: 3 clusters Score -1271306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1271308.875000 Penalty: 4505.711914
	Iteration 48Q: 3 clusters Score -1271309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1271312.250000 Penalty: 4505.711914
	Iteration 49Q: 3 clusters Score -1271312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1271314.625000 Penalty: 4505.711914
	Iteration 50Q: 3 clusters Score -1271315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1271315.375000 Penalty: 4505.711914
	Iteration 51Q: 3 clusters Score -1271315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1271314.375000 Penalty: 4505.711914
	Iteration 52Q: 3 clusters Score -1271314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1271314.375000 Penalty: 4505.711914
	Iteration 53Q: 3 clusters Score -1271314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1271316.750000 Penalty: 4505.711914
	Iteration 54Q: 3 clusters Score -1271317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1271316.375000 Penalty: 4505.711914
	Iteration 55Q: 3 clusters Score -1271316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1271317.625000 Penalty: 4505.711914
	Iteration 56Q: 3 clusters Score -1271318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1271320.000000 Penalty: 4505.711914
	Iteration 57Q: 3 clusters Score -1271320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1271325.000000 Penalty: 4505.711914
	Iteration 58Q: 3 clusters Score -1271325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1271325.250000 Penalty: 4505.711914
	Iteration 59Q: 3 clusters Score -1271325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1271323.750000 Penalty: 4505.711914
	Iteration 60F: 3 clusters Score -1271324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1271329.375000 Penalty: 4505.711914
	Iteration 61Q: 3 clusters Score -1271329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1271333.625000 Penalty: 4505.711914
	Iteration 62Q: 3 clusters Score -1271334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1271338.000000 Penalty: 4505.711914
	Iteration 63Q: 3 clusters Score -1271338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1271344.250000 Penalty: 4505.711914
	Iteration 64Q: 3 clusters Score -1271344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1271350.875000 Penalty: 4505.711914
	Iteration 65Q: 3 clusters Score -1271351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1271360.375000 Penalty: 4505.711914
	Iteration 66Q: 3 clusters Score -1271360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1271362.875000 Penalty: 4505.711914
	Iteration 67Q: 3 clusters Score -1271363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1271365.500000 Penalty: 4505.711914
	Iteration 68Q: 3 clusters Score -1271366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1271367.000000 Penalty: 4505.711914
	Iteration 69Q: 3 clusters Score -1271367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1271370.750000 Penalty: 4505.711914
	Iteration 70Q: 3 clusters Score -1271371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1271378.375000 Penalty: 4505.711914
	Iteration 71Q: 3 clusters Score -1271378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1271379.000000 Penalty: 4505.711914
	Iteration 72Q: 3 clusters Score -1271379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1271386.125000 Penalty: 4505.711914
	Iteration 73Q: 3 clusters Score -1271386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1271387.000000 Penalty: 4505.711914
	Iteration 74Q: 3 clusters Score -1271387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1271389.125000 Penalty: 4505.711914
	Iteration 75Q: 3 clusters Score -1271389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1271393.000000 Penalty: 4505.711914
	Iteration 76Q: 3 clusters Score -1271393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1271393.250000 Penalty: 4505.711914
	Iteration 77Q: 3 clusters Score -1271393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1271396.250000 Penalty: 4505.711914
	Iteration 78Q: 3 clusters Score -1271396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1271397.625000 Penalty: 4505.711914
	Iteration 79Q: 3 clusters Score -1271398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1271399.625000 Penalty: 4505.711914
	Iteration 80F: 3 clusters Score -1271400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1271400.500000 Penalty: 4505.711914
	Iteration 81Q: 3 clusters Score -1271400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1271402.625000 Penalty: 4505.711914
	Iteration 82Q: 3 clusters Score -1271403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1271405.000000 Penalty: 4505.711914
	Iteration 83Q: 3 clusters Score -1271405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1271404.250000 Penalty: 4505.711914
	Iteration 84Q: 3 clusters Score -1271404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1271405.125000 Penalty: 4505.711914
	Iteration 85Q: 3 clusters Score -1271405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1271408.125000 Penalty: 4505.711914
	Iteration 86Q: 3 clusters Score -1271408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1271408.375000 Penalty: 4505.711914
	Iteration 87Q: 3 clusters Score -1271408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1271407.875000 Penalty: 4505.711914
	Iteration 88Q: 3 clusters Score -1271408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1271409.750000 Penalty: 4505.711914
	Iteration 89Q: 3 clusters Score -1271410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1271407.875000 Penalty: 4505.711914
	Iteration 90Q: 3 clusters Score -1271408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1271409.625000 Penalty: 4505.711914
	Iteration 91Q: 3 clusters Score -1271410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1271409.875000 Penalty: 4505.711914
	Iteration 92Q: 3 clusters Score -1271410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1271408.375000 Penalty: 4505.711914
	Iteration 93Q: 3 clusters Score -1271408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1271408.375000 Penalty: 4505.711914
	Iteration 94F: 3 clusters Score -1271408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Entering Unmasked Estep 
Score: -1647805.250000 Penalty: 2305.081055
	Iteration 0F: 2 clusters Score -1647805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1639564.625000 Penalty: 4610.162109
	Iteration 0F: 3 clusters Score -1639565 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1641982.125000 Penalty: 4610.162109
	Iteration 1F: 3 clusters Score -1641982 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1642267.125000 Penalty: 4610.162109
	Iteration 2F: 3 clusters Score -1642267 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1642441.875000 Penalty: 4610.162109
	Iteration 3Q: 3 clusters Score -1642442 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1642569.375000 Penalty: 4610.162109
	Iteration 4Q: 3 clusters Score -1642569 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1642662.000000 Penalty: 4610.162109
	Iteration 5Q: 3 clusters Score -1642662 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1642729.500000 Penalty: 4610.162109
	Iteration 6Q: 3 clusters Score -1642730 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1642780.750000 Penalty: 4610.162109
	Iteration 7Q: 3 clusters Score -1642781 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1642829.500000 Penalty: 4610.162109
	Iteration 8Q: 3 clusters Score -1642830 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1642880.375000 Penalty: 4610.162109
	Iteration 9Q: 3 clusters Score -1642880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1642931.625000 Penalty: 4610.162109
	Iteration 10Q: 3 clusters Score -1642932 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1642972.500000 Penalty: 4610.162109
	Iteration 11Q: 3 clusters Score -1642972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1643023.375000 Penalty: 4610.162109
	Iteration 12Q: 3 clusters Score -1643023 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1643074.875000 Penalty: 4610.162109
	Iteration 13Q: 3 clusters Score -1643075 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1643129.000000 Penalty: 4610.162109
	Iteration 14Q: 3 clusters Score -1643129 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1643202.750000 Penalty: 4610.162109
	Iteration 15Q: 3 clusters Score -1643203 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1643308.500000 Penalty: 4610.162109
	Iteration 16Q: 3 clusters Score -1643308 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1643424.000000 Penalty: 4610.162109
	Iteration 17Q: 3 clusters Score -1643424 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1643568.125000 Penalty: 4610.162109
	Iteration 18Q: 3 clusters Score -1643568 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1643751.750000 Penalty: 4610.162109
	Iteration 19Q: 3 clusters Score -1643752 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1643978.750000 Penalty: 4610.162109
	Iteration 20F: 3 clusters Score -1643979 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1644264.500000 Penalty: 4610.162109
	Iteration 21Q: 3 clusters Score -1644264 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1644556.625000 Penalty: 4610.162109
	Iteration 22Q: 3 clusters Score -1644557 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1644831.000000 Penalty: 4610.162109
	Iteration 23Q: 3 clusters Score -1644831 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1645057.125000 Penalty: 4610.162109
	Iteration 24Q: 3 clusters Score -1645057 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1645244.375000 Penalty: 4610.162109
	Iteration 25Q: 3 clusters Score -1645244 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1645377.500000 Penalty: 4610.162109
	Iteration 26Q: 3 clusters Score -1645378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1645462.375000 Penalty: 4610.162109
	Iteration 27Q: 3 clusters Score -1645462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1645526.375000 Penalty: 4610.162109
	Iteration 28Q: 3 clusters Score -1645526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1645578.250000 Penalty: 4610.162109
	Iteration 29Q: 3 clusters Score -1645578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1645624.375000 Penalty: 4610.162109
	Iteration 30Q: 3 clusters Score -1645624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1645659.375000 Penalty: 4610.162109
	Iteration 31Q: 3 clusters Score -1645659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1645690.250000 Penalty: 4610.162109
	Iteration 32Q: 3 clusters Score -1645690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1645714.375000 Penalty: 4610.162109
	Iteration 33Q: 3 clusters Score -1645714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1645738.125000 Penalty: 4610.162109
	Iteration 34Q: 3 clusters Score -1645738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1645749.250000 Penalty: 4610.162109
	Iteration 35Q: 3 clusters Score -1645749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1645762.500000 Penalty: 4610.162109
	Iteration 36Q: 3 clusters Score -1645762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1645771.125000 Penalty: 4610.162109
	Iteration 37Q: 3 clusters Score -1645771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1645779.000000 Penalty: 4610.162109
	Iteration 38Q: 3 clusters Score -1645779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1645782.625000 Penalty: 4610.162109
	Iteration 39Q: 3 clusters Score -1645783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1645787.000000 Penalty: 4610.162109
	Iteration 40F: 3 clusters Score -1645787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1645789.250000 Penalty: 4610.162109
	Iteration 41Q: 3 clusters Score -1645789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1645791.750000 Penalty: 4610.162109
	Iteration 42Q: 3 clusters Score -1645792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1645791.625000 Penalty: 4610.162109
	Iteration 43Q: 3 clusters Score -1645792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1645797.875000 Penalty: 4610.162109
	Iteration 44Q: 3 clusters Score -1645798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1645799.250000 Penalty: 4610.162109
	Iteration 45Q: 3 clusters Score -1645799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1645797.250000 Penalty: 4610.162109
	Iteration 46Q: 3 clusters Score -1645797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1645797.250000 Penalty: 4610.162109
	Iteration 47F: 3 clusters Score -1645797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -335857.656250 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -335857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -333036.812500 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -333036.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -333653.812500 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -333653.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -333818.656250 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -333818.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -333944.375000 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -333944.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -334064.593750 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -334064.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -334161.125000 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -334161.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -334264.968750 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -334265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -334379.312500 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -334379.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -334519.906250 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -334519.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -334689.906250 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -334689.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -334819.812500 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -334819.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -334917.531250 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -334917.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -334989.250000 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -334989.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -335042.093750 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -335042.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -335096.343750 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -335096.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -335160.812500 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -335160.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -335215.125000 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -335215.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -335250.656250 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -335250.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -335282.812500 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -335282.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -335301.937500 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -335301.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -335319.531250 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -335319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -335332.875000 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -335332.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -335341.656250 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -335341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -335343.718750 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -335343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -335344.156250 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -335344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -335344.156250 Penalty: 3837.208252
	Iteration 25F: 3 clusters Score -335344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -1641504.000000 Penalty: 2348.160156
	Iteration 0F: 2 clusters Score -1641504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1631972.250000 Penalty: 4696.320312
	Iteration 0F: 3 clusters Score -1631972 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1634864.750000 Penalty: 4696.320312
	Iteration 1F: 3 clusters Score -1634865 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1635267.625000 Penalty: 4696.320312
	Iteration 2F: 3 clusters Score -1635268 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1635605.125000 Penalty: 4696.320312
	Iteration 3F: 3 clusters Score -1635605 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1635897.875000 Penalty: 4696.320312
	Iteration 4Q: 3 clusters Score -1635898 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1636167.250000 Penalty: 4696.320312
	Iteration 5Q: 3 clusters Score -1636167 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1636438.375000 Penalty: 4696.320312
	Iteration 6Q: 3 clusters Score -1636438 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1636684.750000 Penalty: 4696.320312
	Iteration 7Q: 3 clusters Score -1636685 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1636914.875000 Penalty: 4696.320312
	Iteration 8Q: 3 clusters Score -1636915 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1637142.750000 Penalty: 4696.320312
	Iteration 9Q: 3 clusters Score -1637143 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1637371.875000 Penalty: 4696.320312
	Iteration 10Q: 3 clusters Score -1637372 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1637579.500000 Penalty: 4696.320312
	Iteration 11Q: 3 clusters Score -1637580 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1637767.250000 Penalty: 4696.320312
	Iteration 12Q: 3 clusters Score -1637767 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1637929.250000 Penalty: 4696.320312
	Iteration 13Q: 3 clusters Score -1637929 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1638094.625000 Penalty: 4696.320312
	Iteration 14Q: 3 clusters Score -1638095 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1638244.500000 Penalty: 4696.320312
	Iteration 15Q: 3 clusters Score -1638244 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1638383.125000 Penalty: 4696.320312
	Iteration 16Q: 3 clusters Score -1638383 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1638504.375000 Penalty: 4696.320312
	Iteration 17Q: 3 clusters Score -1638504 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1638612.500000 Penalty: 4696.320312
	Iteration 18Q: 3 clusters Score -1638612 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1638710.625000 Penalty: 4696.320312
	Iteration 19Q: 3 clusters Score -1638711 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1638800.375000 Penalty: 4696.320312
	Iteration 20F: 3 clusters Score -1638800 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1638882.250000 Penalty: 4696.320312
	Iteration 21Q: 3 clusters Score -1638882 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1638951.375000 Penalty: 4696.320312
	Iteration 22Q: 3 clusters Score -1638951 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1638998.250000 Penalty: 4696.320312
	Iteration 23Q: 3 clusters Score -1638998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1639040.250000 Penalty: 4696.320312
	Iteration 24Q: 3 clusters Score -1639040 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1639078.250000 Penalty: 4696.320312
	Iteration 25Q: 3 clusters Score -1639078 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1639104.250000 Penalty: 4696.320312
	Iteration 26Q: 3 clusters Score -1639104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1639137.250000 Penalty: 4696.320312
	Iteration 27Q: 3 clusters Score -1639137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1639162.875000 Penalty: 4696.320312
	Iteration 28Q: 3 clusters Score -1639163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1639186.125000 Penalty: 4696.320312
	Iteration 29Q: 3 clusters Score -1639186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1639215.500000 Penalty: 4696.320312
	Iteration 30Q: 3 clusters Score -1639216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1639230.375000 Penalty: 4696.320312
	Iteration 31Q: 3 clusters Score -1639230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1639257.500000 Penalty: 4696.320312
	Iteration 32Q: 3 clusters Score -1639258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1639277.125000 Penalty: 4696.320312
	Iteration 33Q: 3 clusters Score -1639277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1639297.000000 Penalty: 4696.320312
	Iteration 34Q: 3 clusters Score -1639297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1639312.625000 Penalty: 4696.320312
	Iteration 35Q: 3 clusters Score -1639313 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1639325.250000 Penalty: 4696.320312
	Iteration 36Q: 3 clusters Score -1639325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1639347.875000 Penalty: 4696.320312
	Iteration 37Q: 3 clusters Score -1639348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1639364.500000 Penalty: 4696.320312
	Iteration 38Q: 3 clusters Score -1639364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1639379.625000 Penalty: 4696.320312
	Iteration 39Q: 3 clusters Score -1639380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1639388.250000 Penalty: 4696.320312
	Iteration 40F: 3 clusters Score -1639388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1639402.125000 Penalty: 4696.320312
	Iteration 41Q: 3 clusters Score -1639402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1639418.500000 Penalty: 4696.320312
	Iteration 42Q: 3 clusters Score -1639418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1639429.375000 Penalty: 4696.320312
	Iteration 43Q: 3 clusters Score -1639429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1639443.500000 Penalty: 4696.320312
	Iteration 44Q: 3 clusters Score -1639444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1639459.625000 Penalty: 4696.320312
	Iteration 45Q: 3 clusters Score -1639460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1639460.375000 Penalty: 4696.320312
	Iteration 46Q: 3 clusters Score -1639460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1639463.875000 Penalty: 4696.320312
	Iteration 47Q: 3 clusters Score -1639464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1639470.750000 Penalty: 4696.320312
	Iteration 48Q: 3 clusters Score -1639471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1639475.750000 Penalty: 4696.320312
	Iteration 49Q: 3 clusters Score -1639476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1639479.375000 Penalty: 4696.320312
	Iteration 50Q: 3 clusters Score -1639479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1639480.125000 Penalty: 4696.320312
	Iteration 51Q: 3 clusters Score -1639480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1639481.875000 Penalty: 4696.320312
	Iteration 52Q: 3 clusters Score -1639482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1639482.375000 Penalty: 4696.320312
	Iteration 53Q: 3 clusters Score -1639482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1639485.250000 Penalty: 4696.320312
	Iteration 54Q: 3 clusters Score -1639485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1639488.250000 Penalty: 4696.320312
	Iteration 55Q: 3 clusters Score -1639488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1639489.750000 Penalty: 4696.320312
	Iteration 56Q: 3 clusters Score -1639490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1639489.625000 Penalty: 4696.320312
	Iteration 57Q: 3 clusters Score -1639490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1639493.375000 Penalty: 4696.320312
	Iteration 58Q: 3 clusters Score -1639493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1639491.625000 Penalty: 4696.320312
	Iteration 59Q: 3 clusters Score -1639492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1639491.250000 Penalty: 4696.320312
	Iteration 60F: 3 clusters Score -1639491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1639491.250000 Penalty: 4696.320312
	Iteration 61Q: 3 clusters Score -1639491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1639495.000000 Penalty: 4696.320312
	Iteration 62Q: 3 clusters Score -1639495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1639495.250000 Penalty: 4696.320312
	Iteration 63Q: 3 clusters Score -1639495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1639496.750000 Penalty: 4696.320312
	Iteration 64Q: 3 clusters Score -1639497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1639497.625000 Penalty: 4696.320312
	Iteration 65Q: 3 clusters Score -1639498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1639503.125000 Penalty: 4696.320312
	Iteration 66Q: 3 clusters Score -1639503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1639502.750000 Penalty: 4696.320312
	Iteration 67Q: 3 clusters Score -1639503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1639502.375000 Penalty: 4696.320312
	Iteration 68Q: 3 clusters Score -1639502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1639504.125000 Penalty: 4696.320312
	Iteration 69Q: 3 clusters Score -1639504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1639504.250000 Penalty: 4696.320312
	Iteration 70Q: 3 clusters Score -1639504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1639506.000000 Penalty: 4696.320312
	Iteration 71Q: 3 clusters Score -1639506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1639507.625000 Penalty: 4696.320312
	Iteration 72Q: 3 clusters Score -1639508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1639511.750000 Penalty: 4696.320312
	Iteration 73Q: 3 clusters Score -1639512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1639515.125000 Penalty: 4696.320312
	Iteration 74Q: 3 clusters Score -1639515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1639512.625000 Penalty: 4696.320312
	Iteration 75Q: 3 clusters Score -1639513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1639515.250000 Penalty: 4696.320312
	Iteration 76Q: 3 clusters Score -1639515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1639516.625000 Penalty: 4696.320312
	Iteration 77Q: 3 clusters Score -1639517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1639515.875000 Penalty: 4696.320312
	Iteration 78Q: 3 clusters Score -1639516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1639515.875000 Penalty: 4696.320312
	Iteration 79F: 3 clusters Score -1639516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -150754.046875 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -150754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148833.750000 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -148833.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -149140.437500 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -149140.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149221.296875 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -149221.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -149257.453125 Penalty: 3455.615723
	Iteration 3Q: 3 clusters Score -149257.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -149293.093750 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -149293.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149317.875000 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -149317.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -149338.359375 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -149338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -149345.078125 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -149345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -149354.046875 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -149354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -149368.546875 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -149368.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149379.312500 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -149379.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -149398.437500 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -149398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -149410.546875 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -149410.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -149416.671875 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -149416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -149422.250000 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -149422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -149424.515625 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -149424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149425.500000 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -149425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149426.906250 Penalty: 3455.615723
	Iteration 17F: 3 clusters Score -149426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -149449.421875 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -149449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -149476.953125 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -149477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -149489.515625 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -149489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -149508.500000 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -149508.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -149529.953125 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -149530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -149539.250000 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -149539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -149554.765625 Penalty: 3455.615723
	Iteration 24Q: 3 clusters Score -149554.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -149564.265625 Penalty: 3455.615723
	Iteration 25Q: 3 clusters Score -149564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149572.562500 Penalty: 3455.615723
	Iteration 26Q: 3 clusters Score -149572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -149581.296875 Penalty: 3455.615723
	Iteration 27Q: 3 clusters Score -149581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -149591.203125 Penalty: 3455.615723
	Iteration 28Q: 3 clusters Score -149591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -149598.765625 Penalty: 3455.615723
	Iteration 29Q: 3 clusters Score -149598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -149604.578125 Penalty: 3455.615723
	Iteration 30Q: 3 clusters Score -149604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -149610.140625 Penalty: 3455.615723
	Iteration 31Q: 3 clusters Score -149610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -149617.421875 Penalty: 3455.615723
	Iteration 32Q: 3 clusters Score -149617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -149622.312500 Penalty: 3455.615723
	Iteration 33Q: 3 clusters Score -149622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -149627.578125 Penalty: 3455.615723
	Iteration 34Q: 3 clusters Score -149627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -149630.781250 Penalty: 3455.615723
	Iteration 35Q: 3 clusters Score -149630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -149633.687500 Penalty: 3455.615723
	Iteration 36Q: 3 clusters Score -149633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -149636.281250 Penalty: 3455.615723
	Iteration 37Q: 3 clusters Score -149636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -149638.218750 Penalty: 3455.615723
	Iteration 38Q: 3 clusters Score -149638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -149638.656250 Penalty: 3455.615723
	Iteration 39Q: 3 clusters Score -149638.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -149638.656250 Penalty: 3455.615723
	Iteration 40F: 3 clusters Score -149638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -838407.000000 Penalty: 2148.386963
	Iteration 0F: 2 clusters Score -838407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -833447.187500 Penalty: 4296.773926
	Iteration 0F: 3 clusters Score -833447.2 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -834698.687500 Penalty: 4296.773926
	Iteration 1F: 3 clusters Score -834698.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -835017.500000 Penalty: 4296.773926
	Iteration 2F: 3 clusters Score -835017.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -835340.812500 Penalty: 4296.773926
	Iteration 3F: 3 clusters Score -835340.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -835641.187500 Penalty: 4296.773926
	Iteration 4F: 3 clusters Score -835641.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -835894.500000 Penalty: 4296.773926
	Iteration 5F: 3 clusters Score -835894.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -836137.562500 Penalty: 4296.773926
	Iteration 6F: 3 clusters Score -836137.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -836366.250000 Penalty: 4296.773926
	Iteration 7F: 3 clusters Score -836366.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -836539.812500 Penalty: 4296.773926
	Iteration 8Q: 3 clusters Score -836539.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -836688.437500 Penalty: 4296.773926
	Iteration 9Q: 3 clusters Score -836688.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -836797.625000 Penalty: 4296.773926
	Iteration 10Q: 3 clusters Score -836797.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -836863.062500 Penalty: 4296.773926
	Iteration 11Q: 3 clusters Score -836863.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -836893.562500 Penalty: 4296.773926
	Iteration 12Q: 3 clusters Score -836893.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -836922.437500 Penalty: 4296.773926
	Iteration 13Q: 3 clusters Score -836922.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -836943.312500 Penalty: 4296.773926
	Iteration 14Q: 3 clusters Score -836943.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -836959.375000 Penalty: 4296.773926
	Iteration 15Q: 3 clusters Score -836959.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -836979.375000 Penalty: 4296.773926
	Iteration 16Q: 3 clusters Score -836979.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -836992.375000 Penalty: 4296.773926
	Iteration 17Q: 3 clusters Score -836992.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -836999.312500 Penalty: 4296.773926
	Iteration 18Q: 3 clusters Score -836999.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -837010.875000 Penalty: 4296.773926
	Iteration 19Q: 3 clusters Score -837010.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -837020.687500 Penalty: 4296.773926
	Iteration 20F: 3 clusters Score -837020.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -837031.125000 Penalty: 4296.773926
	Iteration 21Q: 3 clusters Score -837031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -837039.125000 Penalty: 4296.773926
	Iteration 22Q: 3 clusters Score -837039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -837043.125000 Penalty: 4296.773926
	Iteration 23Q: 3 clusters Score -837043.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -837050.312500 Penalty: 4296.773926
	Iteration 24Q: 3 clusters Score -837050.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -837054.750000 Penalty: 4296.773926
	Iteration 25Q: 3 clusters Score -837054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -837060.562500 Penalty: 4296.773926
	Iteration 26Q: 3 clusters Score -837060.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -837065.437500 Penalty: 4296.773926
	Iteration 27Q: 3 clusters Score -837065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -837068.312500 Penalty: 4296.773926
	Iteration 28Q: 3 clusters Score -837068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -837071.125000 Penalty: 4296.773926
	Iteration 29Q: 3 clusters Score -837071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -837071.437500 Penalty: 4296.773926
	Iteration 30Q: 3 clusters Score -837071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -837071.000000 Penalty: 4296.773926
	Iteration 31Q: 3 clusters Score -837071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -837072.500000 Penalty: 4296.773926
	Iteration 32Q: 3 clusters Score -837072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -837073.937500 Penalty: 4296.773926
	Iteration 33Q: 3 clusters Score -837073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -837074.687500 Penalty: 4296.773926
	Iteration 34Q: 3 clusters Score -837074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -837074.687500 Penalty: 4296.773926
	Iteration 35F: 3 clusters Score -837074.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Entering Unmasked Estep 
Score: -4369691.000000 Penalty: 2568.735840
	Iteration 0F: 2 clusters Score -4369691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4348246.500000 Penalty: 5137.471680
	Iteration 0F: 3 clusters Score -4348246 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4355937.000000 Penalty: 5137.471680
	Iteration 1F: 3 clusters Score -4355937 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4356486.000000 Penalty: 5137.471680
	Iteration 2Q: 3 clusters Score -4356486 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4357049.500000 Penalty: 5137.471680
	Iteration 3Q: 3 clusters Score -4357050 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4357578.500000 Penalty: 5137.471680
	Iteration 4Q: 3 clusters Score -4357578 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4358123.000000 Penalty: 5137.471680
	Iteration 5Q: 3 clusters Score -4358123 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4358690.000000 Penalty: 5137.471680
	Iteration 6Q: 3 clusters Score -4358690 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4359274.000000 Penalty: 5137.471680
	Iteration 7Q: 3 clusters Score -4359274 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4359845.500000 Penalty: 5137.471680
	Iteration 8Q: 3 clusters Score -4359846 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4360548.000000 Penalty: 5137.471680
	Iteration 9Q: 3 clusters Score -4360548 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4361252.500000 Penalty: 5137.471680
	Iteration 10Q: 3 clusters Score -4361252 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4361976.500000 Penalty: 5137.471680
	Iteration 11Q: 3 clusters Score -4361976 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4362628.000000 Penalty: 5137.471680
	Iteration 12Q: 3 clusters Score -4362628 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4363056.500000 Penalty: 5137.471680
	Iteration 13Q: 3 clusters Score -4363056 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4363343.000000 Penalty: 5137.471680
	Iteration 14Q: 3 clusters Score -4363343 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4363548.500000 Penalty: 5137.471680
	Iteration 15Q: 3 clusters Score -4363548 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4363683.000000 Penalty: 5137.471680
	Iteration 16Q: 3 clusters Score -4363683 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4363780.000000 Penalty: 5137.471680
	Iteration 17Q: 3 clusters Score -4363780 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4363882.500000 Penalty: 5137.471680
	Iteration 18Q: 3 clusters Score -4363882 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4363979.000000 Penalty: 5137.471680
	Iteration 19Q: 3 clusters Score -4363979 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -4364052.500000 Penalty: 5137.471680
	Iteration 20F: 3 clusters Score -4364052 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4364148.000000 Penalty: 5137.471680
	Iteration 21Q: 3 clusters Score -4364148 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4364256.500000 Penalty: 5137.471680
	Iteration 22Q: 3 clusters Score -4364256 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4364343.000000 Penalty: 5137.471680
	Iteration 23Q: 3 clusters Score -4364343 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4364469.500000 Penalty: 5137.471680
	Iteration 24Q: 3 clusters Score -4364470 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4364558.500000 Penalty: 5137.471680
	Iteration 25Q: 3 clusters Score -4364558 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4364686.000000 Penalty: 5137.471680
	Iteration 26Q: 3 clusters Score -4364686 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4364810.000000 Penalty: 5137.471680
	Iteration 27Q: 3 clusters Score -4364810 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4364921.000000 Penalty: 5137.471680
	Iteration 28Q: 3 clusters Score -4364921 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4365038.000000 Penalty: 5137.471680
	Iteration 29Q: 3 clusters Score -4365038 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4365165.500000 Penalty: 5137.471680
	Iteration 30Q: 3 clusters Score -4365166 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4365300.000000 Penalty: 5137.471680
	Iteration 31Q: 3 clusters Score -4365300 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4365410.000000 Penalty: 5137.471680
	Iteration 32Q: 3 clusters Score -4365410 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4365555.000000 Penalty: 5137.471680
	Iteration 33Q: 3 clusters Score -4365555 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -4365702.500000 Penalty: 5137.471680
	Iteration 34Q: 3 clusters Score -4365702 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4365854.000000 Penalty: 5137.471680
	Iteration 35Q: 3 clusters Score -4365854 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4366021.500000 Penalty: 5137.471680
	Iteration 36Q: 3 clusters Score -4366022 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4366181.000000 Penalty: 5137.471680
	Iteration 37Q: 3 clusters Score -4366181 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4366320.500000 Penalty: 5137.471680
	Iteration 38Q: 3 clusters Score -4366320 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4366503.000000 Penalty: 5137.471680
	Iteration 39Q: 3 clusters Score -4366503 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4366671.500000 Penalty: 5137.471680
	Iteration 40F: 3 clusters Score -4366672 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4366824.000000 Penalty: 5137.471680
	Iteration 41Q: 3 clusters Score -4366824 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4366953.500000 Penalty: 5137.471680
	Iteration 42Q: 3 clusters Score -4366954 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4367071.500000 Penalty: 5137.471680
	Iteration 43Q: 3 clusters Score -4367072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4367147.500000 Penalty: 5137.471680
	Iteration 44Q: 3 clusters Score -4367148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4367217.500000 Penalty: 5137.471680
	Iteration 45Q: 3 clusters Score -4367218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4367281.500000 Penalty: 5137.471680
	Iteration 46Q: 3 clusters Score -4367282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4367349.000000 Penalty: 5137.471680
	Iteration 47Q: 3 clusters Score -4367349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4367417.000000 Penalty: 5137.471680
	Iteration 48Q: 3 clusters Score -4367417 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4367464.000000 Penalty: 5137.471680
	Iteration 49Q: 3 clusters Score -4367464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -4367507.000000 Penalty: 5137.471680
	Iteration 50Q: 3 clusters Score -4367507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -4367537.000000 Penalty: 5137.471680
	Iteration 51Q: 3 clusters Score -4367537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4367564.500000 Penalty: 5137.471680
	Iteration 52Q: 3 clusters Score -4367564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4367606.000000 Penalty: 5137.471680
	Iteration 53Q: 3 clusters Score -4367606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4367625.500000 Penalty: 5137.471680
	Iteration 54Q: 3 clusters Score -4367626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -4367631.500000 Penalty: 5137.471680
	Iteration 55Q: 3 clusters Score -4367632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4367646.500000 Penalty: 5137.471680
	Iteration 56Q: 3 clusters Score -4367646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4367651.000000 Penalty: 5137.471680
	Iteration 57Q: 3 clusters Score -4367651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4367661.000000 Penalty: 5137.471680
	Iteration 58Q: 3 clusters Score -4367661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4367667.500000 Penalty: 5137.471680
	Iteration 59Q: 3 clusters Score -4367668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -4367670.000000 Penalty: 5137.471680
	Iteration 60F: 3 clusters Score -4367670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4367677.500000 Penalty: 5137.471680
	Iteration 61Q: 3 clusters Score -4367678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4367678.500000 Penalty: 5137.471680
	Iteration 62Q: 3 clusters Score -4367678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4367683.500000 Penalty: 5137.471680
	Iteration 63Q: 3 clusters Score -4367684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4367683.500000 Penalty: 5137.471680
	Iteration 64F: 3 clusters Score -4367684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -478493.468750 Penalty: 2010.714600
	Iteration 0F: 2 clusters Score -478493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -475077.843750 Penalty: 4021.429199
	Iteration 0F: 3 clusters Score -475077.8 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -475845.218750 Penalty: 4021.429199
	Iteration 1F: 3 clusters Score -475845.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -476032.406250 Penalty: 4021.429199
	Iteration 2F: 3 clusters Score -476032.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -476135.281250 Penalty: 4021.429199
	Iteration 3F: 3 clusters Score -476135.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -476202.312500 Penalty: 4021.429199
	Iteration 4Q: 3 clusters Score -476202.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -476258.812500 Penalty: 4021.429199
	Iteration 5Q: 3 clusters Score -476258.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -476312.656250 Penalty: 4021.429199
	Iteration 6Q: 3 clusters Score -476312.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -476371.781250 Penalty: 4021.429199
	Iteration 7Q: 3 clusters Score -476371.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -476426.968750 Penalty: 4021.429199
	Iteration 8Q: 3 clusters Score -476427 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -476484.750000 Penalty: 4021.429199
	Iteration 9Q: 3 clusters Score -476484.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -476549.968750 Penalty: 4021.429199
	Iteration 10Q: 3 clusters Score -476550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -476601.468750 Penalty: 4021.429199
	Iteration 11Q: 3 clusters Score -476601.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -476644.125000 Penalty: 4021.429199
	Iteration 12Q: 3 clusters Score -476644.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -476670.218750 Penalty: 4021.429199
	Iteration 13Q: 3 clusters Score -476670.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -476693.281250 Penalty: 4021.429199
	Iteration 14Q: 3 clusters Score -476693.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -476717.750000 Penalty: 4021.429199
	Iteration 15Q: 3 clusters Score -476717.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -476748.312500 Penalty: 4021.429199
	Iteration 16Q: 3 clusters Score -476748.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -476775.875000 Penalty: 4021.429199
	Iteration 17Q: 3 clusters Score -476775.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -476809.312500 Penalty: 4021.429199
	Iteration 18Q: 3 clusters Score -476809.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -476844.218750 Penalty: 4021.429199
	Iteration 19Q: 3 clusters Score -476844.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -476870.406250 Penalty: 4021.429199
	Iteration 20F: 3 clusters Score -476870.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -476889.406250 Penalty: 4021.429199
	Iteration 21Q: 3 clusters Score -476889.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -476909.312500 Penalty: 4021.429199
	Iteration 22Q: 3 clusters Score -476909.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -476925.468750 Penalty: 4021.429199
	Iteration 23Q: 3 clusters Score -476925.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -476944.687500 Penalty: 4021.429199
	Iteration 24Q: 3 clusters Score -476944.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -476966.968750 Penalty: 4021.429199
	Iteration 25Q: 3 clusters Score -476967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -476981.156250 Penalty: 4021.429199
	Iteration 26Q: 3 clusters Score -476981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -476993.343750 Penalty: 4021.429199
	Iteration 27Q: 3 clusters Score -476993.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -477004.625000 Penalty: 4021.429199
	Iteration 28Q: 3 clusters Score -477004.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -477016.343750 Penalty: 4021.429199
	Iteration 29Q: 3 clusters Score -477016.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -477029.906250 Penalty: 4021.429199
	Iteration 30Q: 3 clusters Score -477029.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -477044.375000 Penalty: 4021.429199
	Iteration 31Q: 3 clusters Score -477044.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -477057.750000 Penalty: 4021.429199
	Iteration 32Q: 3 clusters Score -477057.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -477071.750000 Penalty: 4021.429199
	Iteration 33Q: 3 clusters Score -477071.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -477079.906250 Penalty: 4021.429199
	Iteration 34Q: 3 clusters Score -477079.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -477087.500000 Penalty: 4021.429199
	Iteration 35Q: 3 clusters Score -477087.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -477092.343750 Penalty: 4021.429199
	Iteration 36Q: 3 clusters Score -477092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -477095.875000 Penalty: 4021.429199
	Iteration 37Q: 3 clusters Score -477095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -477098.031250 Penalty: 4021.429199
	Iteration 38Q: 3 clusters Score -477098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -477100.500000 Penalty: 4021.429199
	Iteration 39Q: 3 clusters Score -477100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -477103.312500 Penalty: 4021.429199
	Iteration 40F: 3 clusters Score -477103.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -477108.531250 Penalty: 4021.429199
	Iteration 41Q: 3 clusters Score -477108.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -477112.375000 Penalty: 4021.429199
	Iteration 42Q: 3 clusters Score -477112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -477116.312500 Penalty: 4021.429199
	Iteration 43Q: 3 clusters Score -477116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -477121.562500 Penalty: 4021.429199
	Iteration 44Q: 3 clusters Score -477121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -477128.250000 Penalty: 4021.429199
	Iteration 45Q: 3 clusters Score -477128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -477135.937500 Penalty: 4021.429199
	Iteration 46Q: 3 clusters Score -477135.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -477140.468750 Penalty: 4021.429199
	Iteration 47Q: 3 clusters Score -477140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -477150.468750 Penalty: 4021.429199
	Iteration 48Q: 3 clusters Score -477150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -477159.531250 Penalty: 4021.429199
	Iteration 49Q: 3 clusters Score -477159.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -477170.718750 Penalty: 4021.429199
	Iteration 50Q: 3 clusters Score -477170.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -477179.093750 Penalty: 4021.429199
	Iteration 51Q: 3 clusters Score -477179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -477182.593750 Penalty: 4021.429199
	Iteration 52Q: 3 clusters Score -477182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -477182.906250 Penalty: 4021.429199
	Iteration 53Q: 3 clusters Score -477182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -477186.062500 Penalty: 4021.429199
	Iteration 54Q: 3 clusters Score -477186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -477189.343750 Penalty: 4021.429199
	Iteration 55Q: 3 clusters Score -477189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -477191.625000 Penalty: 4021.429199
	Iteration 56Q: 3 clusters Score -477191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -477194.125000 Penalty: 4021.429199
	Iteration 57Q: 3 clusters Score -477194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -477195.281250 Penalty: 4021.429199
	Iteration 58Q: 3 clusters Score -477195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -477197.312500 Penalty: 4021.429199
	Iteration 59Q: 3 clusters Score -477197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -477197.812500 Penalty: 4021.429199
	Iteration 60F: 3 clusters Score -477197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -477198.250000 Penalty: 4021.429199
	Iteration 61Q: 3 clusters Score -477198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -477199.281250 Penalty: 4021.429199
	Iteration 62Q: 3 clusters Score -477199.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -477199.281250 Penalty: 4021.429199
	Iteration 63F: 3 clusters Score -477199.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -266454.406250 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -266454.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -264006.093750 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -264006.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -264541.468750 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -264541.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -264790.500000 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -264790.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -265012.312500 Penalty: 3719.988525
	Iteration 3F: 3 clusters Score -265012.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -265144.593750 Penalty: 3719.988525
	Iteration 4F: 3 clusters Score -265144.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -265226.000000 Penalty: 3719.988525
	Iteration 5Q: 3 clusters Score -265226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -265295.843750 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -265295.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -265362.093750 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -265362.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -265393.156250 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -265393.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -265428.031250 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -265428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -265447.906250 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -265447.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -265464.343750 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -265464.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -265481.937500 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -265481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -265495.718750 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -265495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -265501.906250 Penalty: 3719.988525
	Iteration 14Q: 3 clusters Score -265501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -265505.125000 Penalty: 3719.988525
	Iteration 15Q: 3 clusters Score -265505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -265506.000000 Penalty: 3719.988525
	Iteration 16Q: 3 clusters Score -265506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -265506.937500 Penalty: 3719.988525
	Iteration 17Q: 3 clusters Score -265506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -265506.937500 Penalty: 3719.988525
	Iteration 18F: 3 clusters Score -265506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -279482.843750 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -279482.8 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 909 members 
Entering Unmasked Estep 
Score: -276908.781250 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -276908.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -277383.906250 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -277383.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -277520.968750 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -277521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -277600.093750 Penalty: 3740.937988
	Iteration 3Q: 3 clusters Score -277600.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -277660.187500 Penalty: 3740.937988
	Iteration 4Q: 3 clusters Score -277660.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -277698.000000 Penalty: 3740.937988
	Iteration 5Q: 3 clusters Score -277698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -277726.093750 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -277726.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -277766.718750 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -277766.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -277804.718750 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -277804.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -277860.562500 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -277860.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -277896.531250 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -277896.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -277938.218750 Penalty: 3740.937988
	Iteration 11Q: 3 clusters Score -277938.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -277972.406250 Penalty: 3740.937988
	Iteration 12Q: 3 clusters Score -277972.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -278005.968750 Penalty: 3740.937988
	Iteration 13Q: 3 clusters Score -278006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -278043.875000 Penalty: 3740.937988
	Iteration 14Q: 3 clusters Score -278043.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -278080.437500 Penalty: 3740.937988
	Iteration 15Q: 3 clusters Score -278080.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -278106.531250 Penalty: 3740.937988
	Iteration 16Q: 3 clusters Score -278106.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -278136.218750 Penalty: 3740.937988
	Iteration 17Q: 3 clusters Score -278136.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -278166.000000 Penalty: 3740.937988
	Iteration 18Q: 3 clusters Score -278166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -278191.406250 Penalty: 3740.937988
	Iteration 19Q: 3 clusters Score -278191.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -278208.531250 Penalty: 3740.937988
	Iteration 20F: 3 clusters Score -278208.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -278222.000000 Penalty: 3740.937988
	Iteration 21Q: 3 clusters Score -278222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -278234.000000 Penalty: 3740.937988
	Iteration 22Q: 3 clusters Score -278234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -278242.843750 Penalty: 3740.937988
	Iteration 23Q: 3 clusters Score -278242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -278251.250000 Penalty: 3740.937988
	Iteration 24Q: 3 clusters Score -278251.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -278261.687500 Penalty: 3740.937988
	Iteration 25Q: 3 clusters Score -278261.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -278268.781250 Penalty: 3740.937988
	Iteration 26Q: 3 clusters Score -278268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -278278.218750 Penalty: 3740.937988
	Iteration 27Q: 3 clusters Score -278278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -278287.718750 Penalty: 3740.937988
	Iteration 28Q: 3 clusters Score -278287.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -278300.937500 Penalty: 3740.937988
	Iteration 29Q: 3 clusters Score -278300.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -278320.718750 Penalty: 3740.937988
	Iteration 30Q: 3 clusters Score -278320.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -278347.406250 Penalty: 3740.937988
	Iteration 31Q: 3 clusters Score -278347.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -278377.281250 Penalty: 3740.937988
	Iteration 32Q: 3 clusters Score -278377.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -278403.625000 Penalty: 3740.937988
	Iteration 33Q: 3 clusters Score -278403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -278424.375000 Penalty: 3740.937988
	Iteration 34Q: 3 clusters Score -278424.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -278444.093750 Penalty: 3740.937988
	Iteration 35Q: 3 clusters Score -278444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -278455.468750 Penalty: 3740.937988
	Iteration 36Q: 3 clusters Score -278455.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -278469.750000 Penalty: 3740.937988
	Iteration 37Q: 3 clusters Score -278469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -278488.062500 Penalty: 3740.937988
	Iteration 38Q: 3 clusters Score -278488.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -278503.812500 Penalty: 3740.937988
	Iteration 39Q: 3 clusters Score -278503.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -278517.625000 Penalty: 3740.937988
	Iteration 40F: 3 clusters Score -278517.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -278530.781250 Penalty: 3740.937988
	Iteration 41Q: 3 clusters Score -278530.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -278544.937500 Penalty: 3740.937988
	Iteration 42Q: 3 clusters Score -278544.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -278563.875000 Penalty: 3740.937988
	Iteration 43Q: 3 clusters Score -278563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -278571.437500 Penalty: 3740.937988
	Iteration 44Q: 3 clusters Score -278571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -278577.343750 Penalty: 3740.937988
	Iteration 45Q: 3 clusters Score -278577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278586.937500 Penalty: 3740.937988
	Iteration 46Q: 3 clusters Score -278586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -278597.968750 Penalty: 3740.937988
	Iteration 47Q: 3 clusters Score -278598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -278608.812500 Penalty: 3740.937988
	Iteration 48Q: 3 clusters Score -278608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -278619.000000 Penalty: 3740.937988
	Iteration 49Q: 3 clusters Score -278619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -278629.843750 Penalty: 3740.937988
	Iteration 50Q: 3 clusters Score -278629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -278646.031250 Penalty: 3740.937988
	Iteration 51Q: 3 clusters Score -278646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -278657.375000 Penalty: 3740.937988
	Iteration 52Q: 3 clusters Score -278657.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -278666.343750 Penalty: 3740.937988
	Iteration 53Q: 3 clusters Score -278666.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -278673.406250 Penalty: 3740.937988
	Iteration 54Q: 3 clusters Score -278673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -278679.437500 Penalty: 3740.937988
	Iteration 55Q: 3 clusters Score -278679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -278682.437500 Penalty: 3740.937988
	Iteration 56Q: 3 clusters Score -278682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -278688.687500 Penalty: 3740.937988
	Iteration 57Q: 3 clusters Score -278688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -278696.406250 Penalty: 3740.937988
	Iteration 58Q: 3 clusters Score -278696.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -278705.218750 Penalty: 3740.937988
	Iteration 59Q: 3 clusters Score -278705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -278717.562500 Penalty: 3740.937988
	Iteration 60F: 3 clusters Score -278717.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -278725.500000 Penalty: 3740.937988
	Iteration 61Q: 3 clusters Score -278725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -278728.468750 Penalty: 3740.937988
	Iteration 62Q: 3 clusters Score -278728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -278730.875000 Penalty: 3740.937988
	Iteration 63Q: 3 clusters Score -278730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -278732.750000 Penalty: 3740.937988
	Iteration 64Q: 3 clusters Score -278732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -278732.750000 Penalty: 3740.937988
	Iteration 65F: 3 clusters Score -278732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Entering Unmasked Estep 
Score: -2009151.375000 Penalty: 2360.584717
	Iteration 0F: 2 clusters Score -2009151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1999143.000000 Penalty: 4721.169434
	Iteration 0F: 3 clusters Score -1999143 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2002275.375000 Penalty: 4721.169434
	Iteration 1F: 3 clusters Score -2002275 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2002627.000000 Penalty: 4721.169434
	Iteration 2F: 3 clusters Score -2002627 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2002868.375000 Penalty: 4721.169434
	Iteration 3Q: 3 clusters Score -2002868 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2003101.000000 Penalty: 4721.169434
	Iteration 4Q: 3 clusters Score -2003101 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2003316.000000 Penalty: 4721.169434
	Iteration 5Q: 3 clusters Score -2003316 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2003515.375000 Penalty: 4721.169434
	Iteration 6Q: 3 clusters Score -2003515 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2003737.500000 Penalty: 4721.169434
	Iteration 7Q: 3 clusters Score -2003738 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2003967.250000 Penalty: 4721.169434
	Iteration 8Q: 3 clusters Score -2003967 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2004191.625000 Penalty: 4721.169434
	Iteration 9Q: 3 clusters Score -2004192 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2004424.625000 Penalty: 4721.169434
	Iteration 10Q: 3 clusters Score -2004425 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2004676.125000 Penalty: 4721.169434
	Iteration 11Q: 3 clusters Score -2004676 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2004940.250000 Penalty: 4721.169434
	Iteration 12Q: 3 clusters Score -2004940 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2005227.625000 Penalty: 4721.169434
	Iteration 13Q: 3 clusters Score -2005228 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2005537.000000 Penalty: 4721.169434
	Iteration 14Q: 3 clusters Score -2005537 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2005791.750000 Penalty: 4721.169434
	Iteration 15Q: 3 clusters Score -2005792 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2006026.750000 Penalty: 4721.169434
	Iteration 16Q: 3 clusters Score -2006027 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2006246.875000 Penalty: 4721.169434
	Iteration 17Q: 3 clusters Score -2006247 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2006421.875000 Penalty: 4721.169434
	Iteration 18Q: 3 clusters Score -2006422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2006579.625000 Penalty: 4721.169434
	Iteration 19Q: 3 clusters Score -2006580 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2006702.500000 Penalty: 4721.169434
	Iteration 20F: 3 clusters Score -2006702 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2006799.375000 Penalty: 4721.169434
	Iteration 21Q: 3 clusters Score -2006799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2006889.875000 Penalty: 4721.169434
	Iteration 22Q: 3 clusters Score -2006890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2006941.125000 Penalty: 4721.169434
	Iteration 23Q: 3 clusters Score -2006941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2006979.250000 Penalty: 4721.169434
	Iteration 24Q: 3 clusters Score -2006979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2007002.000000 Penalty: 4721.169434
	Iteration 25Q: 3 clusters Score -2007002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2007023.375000 Penalty: 4721.169434
	Iteration 26Q: 3 clusters Score -2007023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2007032.250000 Penalty: 4721.169434
	Iteration 27Q: 3 clusters Score -2007032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2007038.125000 Penalty: 4721.169434
	Iteration 28Q: 3 clusters Score -2007038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2007044.250000 Penalty: 4721.169434
	Iteration 29Q: 3 clusters Score -2007044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2007052.125000 Penalty: 4721.169434
	Iteration 30Q: 3 clusters Score -2007052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2007059.750000 Penalty: 4721.169434
	Iteration 31Q: 3 clusters Score -2007060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2007064.250000 Penalty: 4721.169434
	Iteration 32Q: 3 clusters Score -2007064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2007068.875000 Penalty: 4721.169434
	Iteration 33Q: 3 clusters Score -2007069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2007073.625000 Penalty: 4721.169434
	Iteration 34Q: 3 clusters Score -2007074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2007073.875000 Penalty: 4721.169434
	Iteration 35Q: 3 clusters Score -2007074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2007075.250000 Penalty: 4721.169434
	Iteration 36Q: 3 clusters Score -2007075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2007075.625000 Penalty: 4721.169434
	Iteration 37Q: 3 clusters Score -2007076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2007075.625000 Penalty: 4721.169434
	Iteration 38F: 3 clusters Score -2007076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Entering Unmasked Estep 
Score: -4606914.500000 Penalty: 2562.049561
	Iteration 0F: 2 clusters Score -4606914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4585932.000000 Penalty: 5124.099121
	Iteration 0F: 3 clusters Score -4585932 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4593595.500000 Penalty: 5124.099121
	Iteration 1F: 3 clusters Score -4593596 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4594264.000000 Penalty: 5124.099121
	Iteration 2F: 3 clusters Score -4594264 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4595064.500000 Penalty: 5124.099121
	Iteration 3F: 3 clusters Score -4595064 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4595941.500000 Penalty: 5124.099121
	Iteration 4F: 3 clusters Score -4595942 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4596906.500000 Penalty: 5124.099121
	Iteration 5F: 3 clusters Score -4596906 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4597964.500000 Penalty: 5124.099121
	Iteration 6F: 3 clusters Score -4597964 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4599124.000000 Penalty: 5124.099121
	Iteration 7F: 3 clusters Score -4599124 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4600223.500000 Penalty: 5124.099121
	Iteration 8F: 3 clusters Score -4600224 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4601093.000000 Penalty: 5124.099121
	Iteration 9Q: 3 clusters Score -4601093 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4601801.500000 Penalty: 5124.099121
	Iteration 10Q: 3 clusters Score -4601802 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4602305.000000 Penalty: 5124.099121
	Iteration 11Q: 3 clusters Score -4602305 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4602582.000000 Penalty: 5124.099121
	Iteration 12Q: 3 clusters Score -4602582 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4602812.500000 Penalty: 5124.099121
	Iteration 13Q: 3 clusters Score -4602812 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4602971.000000 Penalty: 5124.099121
	Iteration 14Q: 3 clusters Score -4602971 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -4603126.500000 Penalty: 5124.099121
	Iteration 15Q: 3 clusters Score -4603126 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4603297.000000 Penalty: 5124.099121
	Iteration 16Q: 3 clusters Score -4603297 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -4603440.000000 Penalty: 5124.099121
	Iteration 17Q: 3 clusters Score -4603440 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4603569.500000 Penalty: 5124.099121
	Iteration 18Q: 3 clusters Score -4603570 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4603675.500000 Penalty: 5124.099121
	Iteration 19Q: 3 clusters Score -4603676 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4603768.000000 Penalty: 5124.099121
	Iteration 20F: 3 clusters Score -4603768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4603851.500000 Penalty: 5124.099121
	Iteration 21Q: 3 clusters Score -4603852 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -4603927.000000 Penalty: 5124.099121
	Iteration 22Q: 3 clusters Score -4603927 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -4604018.500000 Penalty: 5124.099121
	Iteration 23Q: 3 clusters Score -4604018 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4604102.500000 Penalty: 5124.099121
	Iteration 24Q: 3 clusters Score -4604102 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4604215.000000 Penalty: 5124.099121
	Iteration 25Q: 3 clusters Score -4604215 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4604293.500000 Penalty: 5124.099121
	Iteration 26Q: 3 clusters Score -4604294 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4604383.000000 Penalty: 5124.099121
	Iteration 27Q: 3 clusters Score -4604383 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -4604468.500000 Penalty: 5124.099121
	Iteration 28Q: 3 clusters Score -4604468 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4604539.500000 Penalty: 5124.099121
	Iteration 29Q: 3 clusters Score -4604540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -4604608.500000 Penalty: 5124.099121
	Iteration 30Q: 3 clusters Score -4604608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4604679.000000 Penalty: 5124.099121
	Iteration 31Q: 3 clusters Score -4604679 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4604736.000000 Penalty: 5124.099121
	Iteration 32Q: 3 clusters Score -4604736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -4604798.500000 Penalty: 5124.099121
	Iteration 33Q: 3 clusters Score -4604798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4604850.000000 Penalty: 5124.099121
	Iteration 34Q: 3 clusters Score -4604850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4604900.000000 Penalty: 5124.099121
	Iteration 35Q: 3 clusters Score -4604900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4604942.000000 Penalty: 5124.099121
	Iteration 36Q: 3 clusters Score -4604942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4604962.500000 Penalty: 5124.099121
	Iteration 37Q: 3 clusters Score -4604962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4604978.500000 Penalty: 5124.099121
	Iteration 38Q: 3 clusters Score -4604978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4604987.500000 Penalty: 5124.099121
	Iteration 39Q: 3 clusters Score -4604988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -4605008.000000 Penalty: 5124.099121
	Iteration 40F: 3 clusters Score -4605008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4605009.500000 Penalty: 5124.099121
	Iteration 41Q: 3 clusters Score -4605010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4605011.000000 Penalty: 5124.099121
	Iteration 42Q: 3 clusters Score -4605011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4605011.500000 Penalty: 5124.099121
	Iteration 43Q: 3 clusters Score -4605012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4605010.500000 Penalty: 5124.099121
	Iteration 44Q: 3 clusters Score -4605010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -4605008.500000 Penalty: 5124.099121
	Iteration 45Q: 3 clusters Score -4605008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -4605011.000000 Penalty: 5124.099121
	Iteration 46Q: 3 clusters Score -4605011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4605014.500000 Penalty: 5124.099121
	Iteration 47Q: 3 clusters Score -4605014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4605016.500000 Penalty: 5124.099121
	Iteration 48Q: 3 clusters Score -4605016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4605018.500000 Penalty: 5124.099121
	Iteration 49Q: 3 clusters Score -4605018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4605013.000000 Penalty: 5124.099121
	Iteration 50Q: 3 clusters Score -4605013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -4605015.500000 Penalty: 5124.099121
	Iteration 51Q: 3 clusters Score -4605016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4605018.000000 Penalty: 5124.099121
	Iteration 52Q: 3 clusters Score -4605018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4605019.500000 Penalty: 5124.099121
	Iteration 53Q: 3 clusters Score -4605020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4605018.500000 Penalty: 5124.099121
	Iteration 54Q: 3 clusters Score -4605018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4605020.500000 Penalty: 5124.099121
	Iteration 55Q: 3 clusters Score -4605020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4605022.000000 Penalty: 5124.099121
	Iteration 56Q: 3 clusters Score -4605022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4605021.500000 Penalty: 5124.099121
	Iteration 57Q: 3 clusters Score -4605022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4605020.000000 Penalty: 5124.099121
	Iteration 58Q: 3 clusters Score -4605020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4605022.000000 Penalty: 5124.099121
	Iteration 59Q: 3 clusters Score -4605022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4605022.000000 Penalty: 5124.099121
	Iteration 60F: 3 clusters Score -4605022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4605021.000000 Penalty: 5124.099121
	Iteration 61Q: 3 clusters Score -4605021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4605025.000000 Penalty: 5124.099121
	Iteration 62Q: 3 clusters Score -4605025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4605026.500000 Penalty: 5124.099121
	Iteration 63Q: 3 clusters Score -4605026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4605024.500000 Penalty: 5124.099121
	Iteration 64Q: 3 clusters Score -4605024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4605027.000000 Penalty: 5124.099121
	Iteration 65Q: 3 clusters Score -4605027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4605027.000000 Penalty: 5124.099121
	Iteration 66F: 3 clusters Score -4605027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Entering Unmasked Estep 
Score: -1854770.000000 Penalty: 2349.306885
	Iteration 0F: 2 clusters Score -1854770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1845180.750000 Penalty: 4698.613770
	Iteration 0F: 3 clusters Score -1845181 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1848364.250000 Penalty: 4698.613770
	Iteration 1F: 3 clusters Score -1848364 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1849008.250000 Penalty: 4698.613770
	Iteration 2F: 3 clusters Score -1849008 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1849697.000000 Penalty: 4698.613770
	Iteration 3F: 3 clusters Score -1849697 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1850484.875000 Penalty: 4698.613770
	Iteration 4F: 3 clusters Score -1850485 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1851384.750000 Penalty: 4698.613770
	Iteration 5F: 3 clusters Score -1851385 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1852111.000000 Penalty: 4698.613770
	Iteration 6F: 3 clusters Score -1852111 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1852555.875000 Penalty: 4698.613770
	Iteration 7Q: 3 clusters Score -1852556 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1852911.125000 Penalty: 4698.613770
	Iteration 8Q: 3 clusters Score -1852911 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1853199.000000 Penalty: 4698.613770
	Iteration 9Q: 3 clusters Score -1853199 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1853450.250000 Penalty: 4698.613770
	Iteration 10Q: 3 clusters Score -1853450 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1853660.000000 Penalty: 4698.613770
	Iteration 11Q: 3 clusters Score -1853660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1853843.000000 Penalty: 4698.613770
	Iteration 12Q: 3 clusters Score -1853843 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1854023.875000 Penalty: 4698.613770
	Iteration 13Q: 3 clusters Score -1854024 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1854140.125000 Penalty: 4698.613770
	Iteration 14Q: 3 clusters Score -1854140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1854200.250000 Penalty: 4698.613770
	Iteration 15Q: 3 clusters Score -1854200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1854232.000000 Penalty: 4698.613770
	Iteration 16Q: 3 clusters Score -1854232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1854248.625000 Penalty: 4698.613770
	Iteration 17Q: 3 clusters Score -1854249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1854254.500000 Penalty: 4698.613770
	Iteration 18Q: 3 clusters Score -1854254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1854266.125000 Penalty: 4698.613770
	Iteration 19Q: 3 clusters Score -1854266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1854274.625000 Penalty: 4698.613770
	Iteration 20F: 3 clusters Score -1854275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1854282.500000 Penalty: 4698.613770
	Iteration 21Q: 3 clusters Score -1854282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1854289.875000 Penalty: 4698.613770
	Iteration 22Q: 3 clusters Score -1854290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1854298.500000 Penalty: 4698.613770
	Iteration 23Q: 3 clusters Score -1854298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1854300.375000 Penalty: 4698.613770
	Iteration 24Q: 3 clusters Score -1854300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1854301.250000 Penalty: 4698.613770
	Iteration 25Q: 3 clusters Score -1854301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1854305.875000 Penalty: 4698.613770
	Iteration 26Q: 3 clusters Score -1854306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1854307.000000 Penalty: 4698.613770
	Iteration 27Q: 3 clusters Score -1854307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1854307.375000 Penalty: 4698.613770
	Iteration 28Q: 3 clusters Score -1854307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1854312.000000 Penalty: 4698.613770
	Iteration 29Q: 3 clusters Score -1854312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1854316.000000 Penalty: 4698.613770
	Iteration 30Q: 3 clusters Score -1854316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1854322.625000 Penalty: 4698.613770
	Iteration 31Q: 3 clusters Score -1854323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1854324.625000 Penalty: 4698.613770
	Iteration 32Q: 3 clusters Score -1854325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1854327.625000 Penalty: 4698.613770
	Iteration 33Q: 3 clusters Score -1854328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1854329.000000 Penalty: 4698.613770
	Iteration 34Q: 3 clusters Score -1854329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1854331.375000 Penalty: 4698.613770
	Iteration 35Q: 3 clusters Score -1854331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1854339.500000 Penalty: 4698.613770
	Iteration 36Q: 3 clusters Score -1854340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1854343.500000 Penalty: 4698.613770
	Iteration 37Q: 3 clusters Score -1854344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1854342.000000 Penalty: 4698.613770
	Iteration 38Q: 3 clusters Score -1854342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1854343.500000 Penalty: 4698.613770
	Iteration 39Q: 3 clusters Score -1854344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1854342.375000 Penalty: 4698.613770
	Iteration 40F: 3 clusters Score -1854342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1854342.750000 Penalty: 4698.613770
	Iteration 41Q: 3 clusters Score -1854343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1854341.500000 Penalty: 4698.613770
	Iteration 42Q: 3 clusters Score -1854342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1854343.125000 Penalty: 4698.613770
	Iteration 43Q: 3 clusters Score -1854343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1854341.750000 Penalty: 4698.613770
	Iteration 44Q: 3 clusters Score -1854342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1854341.375000 Penalty: 4698.613770
	Iteration 45Q: 3 clusters Score -1854341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1854341.375000 Penalty: 4698.613770
	Iteration 46F: 3 clusters Score -1854341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -912167.500000 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -912167.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -906644.062500 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -906644.1 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -908272.187500 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -908272.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -908697.562500 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -908697.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -909082.000000 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -909082 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -909399.875000 Penalty: 4360.803223
	Iteration 4F: 3 clusters Score -909399.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -909666.437500 Penalty: 4360.803223
	Iteration 5F: 3 clusters Score -909666.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -909843.125000 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -909843.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -909988.750000 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -909988.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -910109.812500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -910109.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -910210.312500 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -910210.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -910296.625000 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -910296.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -910358.062500 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -910358.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -910398.125000 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -910398.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -910438.937500 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -910438.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -910465.625000 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -910465.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -910491.687500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -910491.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -910516.312500 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -910516.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -910544.812500 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -910544.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -910571.625000 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -910571.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -910604.812500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -910604.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -910635.125000 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -910635.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -910662.062500 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -910662.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -910697.187500 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -910697.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -910737.187500 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -910737.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -910761.375000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -910761.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -910780.625000 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -910780.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -910797.312500 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -910797.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -910807.125000 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -910807.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -910821.500000 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -910821.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -910834.500000 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -910834.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -910843.000000 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -910843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -910846.000000 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -910846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -910847.937500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -910847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -910847.750000 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -910847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -910849.000000 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -910849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -910850.812500 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -910850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -910852.812500 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -910852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -910856.687500 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -910856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -910859.125000 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -910859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -910865.437500 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -910865.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -910869.625000 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -910869.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -910878.937500 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -910878.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -910885.500000 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -910885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -910888.937500 Penalty: 4360.803223
	Iteration 43Q: 3 clusters Score -910888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -910889.562500 Penalty: 4360.803223
	Iteration 44Q: 3 clusters Score -910889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -910893.125000 Penalty: 4360.803223
	Iteration 45Q: 3 clusters Score -910893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -910894.375000 Penalty: 4360.803223
	Iteration 46Q: 3 clusters Score -910894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -910896.062500 Penalty: 4360.803223
	Iteration 47Q: 3 clusters Score -910896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -910900.937500 Penalty: 4360.803223
	Iteration 48Q: 3 clusters Score -910900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -910904.875000 Penalty: 4360.803223
	Iteration 49Q: 3 clusters Score -910904.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -910910.625000 Penalty: 4360.803223
	Iteration 50Q: 3 clusters Score -910910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -910910.875000 Penalty: 4360.803223
	Iteration 51Q: 3 clusters Score -910910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -910921.625000 Penalty: 4360.803223
	Iteration 52Q: 3 clusters Score -910921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -910924.750000 Penalty: 4360.803223
	Iteration 53Q: 3 clusters Score -910924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -910926.812500 Penalty: 4360.803223
	Iteration 54Q: 3 clusters Score -910926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -910926.125000 Penalty: 4360.803223
	Iteration 55Q: 3 clusters Score -910926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -910926.125000 Penalty: 4360.803223
	Iteration 56F: 3 clusters Score -910926.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -159204.046875 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -159204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157278.906250 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -157278.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -158538.875000 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -158538.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -159306.234375 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -159306.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -159724.687500 Penalty: 3564.702881
	Iteration 3F: 3 clusters Score -159724.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -160126.015625 Penalty: 3564.702881
	Iteration 4F: 3 clusters Score -160126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160374.703125 Penalty: 3564.702881
	Iteration 5F: 3 clusters Score -160374.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160647.890625 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -160647.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160876.062500 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -160876.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -161053.906250 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -161053.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161118.906250 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -161118.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161155.484375 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -161155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161160.765625 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -161160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161160.765625 Penalty: 3564.702881
	Iteration 12F: 3 clusters Score -161160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67177 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24558 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 291407 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 56883 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 507 members 
Entering Unmasked Estep 
Score: -95419272.000000 Penalty: 103035.093750
Splitting cluster 23 changes total score from -95418904.000000 to -95419272.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (291407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291407 members 
Entering Unmasked Estep 
Score: -43364472.000000 Penalty: 3120.454102
	Iteration 0F: 2 clusters Score -4.336447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 145963 members 
Entering Unmasked Estep 
Score: -43240432.000000 Penalty: 6240.908203
	Iteration 0F: 3 clusters Score -4.324043e+07 nChanged 141133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139329 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -43324036.000000 Penalty: 6240.908203
	Iteration 1F: 3 clusters Score -4.332404e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -43326132.000000 Penalty: 6240.908203
	Iteration 2Q: 3 clusters Score -4.332613e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131400 members 
Mstep: Class 2 contains 160007 members 
Entering Unmasked Estep 
Score: -43329252.000000 Penalty: 6240.908203
	Iteration 3Q: 3 clusters Score -4.332925e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125398 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -43333972.000000 Penalty: 6240.908203
	Iteration 4Q: 3 clusters Score -4.333397e+07 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -43342220.000000 Penalty: 6240.908203
	Iteration 5F: 3 clusters Score -4.334222e+07 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 180281 members 
Entering Unmasked Estep 
Score: -43353772.000000 Penalty: 6240.908203
	Iteration 6F: 3 clusters Score -4.335377e+07 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 185270 members 
Entering Unmasked Estep 
Score: -43367656.000000 Penalty: 6240.908203
	Iteration 7F: 3 clusters Score -4.336766e+07 nChanged 19192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 186038 members 
Entering Unmasked Estep 
Score: -43377776.000000 Penalty: 6240.908203
	Iteration 8F: 3 clusters Score -4.337778e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107050 members 
Mstep: Class 2 contains 184357 members 
Entering Unmasked Estep 
Score: -43381272.000000 Penalty: 6240.908203
	Iteration 9Q: 3 clusters Score -4.338127e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -43381684.000000 Penalty: 6240.908203
	Iteration 10Q: 3 clusters Score -4.338168e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 179370 members 
Entering Unmasked Estep 
Score: -43382180.000000 Penalty: 6240.908203
	Iteration 11Q: 3 clusters Score -4.338218e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114869 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -43382140.000000 Penalty: 6240.908203
	Iteration 12Q: 3 clusters Score -4.338214e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -43382384.000000 Penalty: 6240.908203
	Iteration 13Q: 3 clusters Score -4.338238e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -43382484.000000 Penalty: 6240.908203
	Iteration 14Q: 3 clusters Score -4.338248e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129491 members 
Mstep: Class 2 contains 161916 members 
Entering Unmasked Estep 
Score: -43382144.000000 Penalty: 6240.908203
	Iteration 15Q: 3 clusters Score -4.338214e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137197 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -43382212.000000 Penalty: 6240.908203
	Iteration 16Q: 3 clusters Score -4.338221e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146229 members 
Mstep: Class 2 contains 145178 members 
Entering Unmasked Estep 
Score: -43381952.000000 Penalty: 6240.908203
	Iteration 17Q: 3 clusters Score -4.338195e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 135342 members 
Entering Unmasked Estep 
Score: -43381152.000000 Penalty: 6240.908203
	Iteration 18Q: 3 clusters Score -4.338115e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 125516 members 
Entering Unmasked Estep 
Score: -43380260.000000 Penalty: 6240.908203
	Iteration 19Q: 3 clusters Score -4.338026e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175545 members 
Mstep: Class 2 contains 115862 members 
Entering Unmasked Estep 
Score: -43379912.000000 Penalty: 6240.908203
	Iteration 20F: 3 clusters Score -4.337991e+07 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184716 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -43380040.000000 Penalty: 6240.908203
	Iteration 21Q: 3 clusters Score -4.338004e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193317 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -43380384.000000 Penalty: 6240.908203
	Iteration 22Q: 3 clusters Score -4.338038e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201119 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -43380668.000000 Penalty: 6240.908203
	Iteration 23Q: 3 clusters Score -4.338067e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207859 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -43380396.000000 Penalty: 6240.908203
	Iteration 24Q: 3 clusters Score -4.33804e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213290 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -43380084.000000 Penalty: 6240.908203
	Iteration 25Q: 3 clusters Score -4.338008e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217295 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -43378852.000000 Penalty: 6240.908203
	Iteration 26Q: 3 clusters Score -4.337885e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220033 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -43378444.000000 Penalty: 6240.908203
	Iteration 27Q: 3 clusters Score -4.337844e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221600 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -43377900.000000 Penalty: 6240.908203
	Iteration 28Q: 3 clusters Score -4.33779e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222229 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -43377776.000000 Penalty: 6240.908203
	Iteration 29Q: 3 clusters Score -4.337778e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222090 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -43377896.000000 Penalty: 6240.908203
	Iteration 30Q: 3 clusters Score -4.33779e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221415 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -43377884.000000 Penalty: 6240.908203
	Iteration 31Q: 3 clusters Score -4.337788e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220404 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -43378112.000000 Penalty: 6240.908203
	Iteration 32Q: 3 clusters Score -4.337811e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219099 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -43378404.000000 Penalty: 6240.908203
	Iteration 33Q: 3 clusters Score -4.33784e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217613 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -43378588.000000 Penalty: 6240.908203
	Iteration 34Q: 3 clusters Score -4.337859e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216000 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -43378920.000000 Penalty: 6240.908203
	Iteration 35Q: 3 clusters Score -4.337892e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214327 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -43379416.000000 Penalty: 6240.908203
	Iteration 36Q: 3 clusters Score -4.337942e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212653 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -43379892.000000 Penalty: 6240.908203
	Iteration 37Q: 3 clusters Score -4.337989e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210977 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -43380280.000000 Penalty: 6240.908203
	Iteration 38Q: 3 clusters Score -4.338028e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209371 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -43380684.000000 Penalty: 6240.908203
	Iteration 39Q: 3 clusters Score -4.338068e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207854 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -43382088.000000 Penalty: 6240.908203
	Iteration 40F: 3 clusters Score -4.338209e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205450 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -43382432.000000 Penalty: 6240.908203
	Iteration 41Q: 3 clusters Score -4.338243e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202815 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -43382724.000000 Penalty: 6240.908203
	Iteration 42Q: 3 clusters Score -4.338272e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200068 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -43383604.000000 Penalty: 6240.908203
	Iteration 43Q: 3 clusters Score -4.33836e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197288 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -43383748.000000 Penalty: 6240.908203
	Iteration 44Q: 3 clusters Score -4.338375e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194450 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -43384216.000000 Penalty: 6240.908203
	Iteration 45Q: 3 clusters Score -4.338422e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191583 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -43384380.000000 Penalty: 6240.908203
	Iteration 46Q: 3 clusters Score -4.338438e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188632 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -43384320.000000 Penalty: 6240.908203
	Iteration 47Q: 3 clusters Score -4.338432e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185427 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -43384572.000000 Penalty: 6240.908203
	Iteration 48Q: 3 clusters Score -4.338457e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182151 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -43384904.000000 Penalty: 6240.908203
	Iteration 49Q: 3 clusters Score -4.33849e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -43384908.000000 Penalty: 6240.908203
	Iteration 50Q: 3 clusters Score -4.338491e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175196 members 
Mstep: Class 2 contains 116211 members 
Entering Unmasked Estep 
Score: -43385144.000000 Penalty: 6240.908203
	Iteration 51Q: 3 clusters Score -4.338514e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170681 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -43385552.000000 Penalty: 6240.908203
	Iteration 52Q: 3 clusters Score -4.338555e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 126650 members 
Entering Unmasked Estep 
Score: -43386028.000000 Penalty: 6240.908203
	Iteration 53Q: 3 clusters Score -4.338603e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 134128 members 
Entering Unmasked Estep 
Score: -43386516.000000 Penalty: 6240.908203
	Iteration 54Q: 3 clusters Score -4.338652e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148310 members 
Mstep: Class 2 contains 143097 members 
Entering Unmasked Estep 
Score: -43387136.000000 Penalty: 6240.908203
	Iteration 55Q: 3 clusters Score -4.338714e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138513 members 
Mstep: Class 2 contains 152894 members 
Entering Unmasked Estep 
Score: -43387212.000000 Penalty: 6240.908203
	Iteration 56Q: 3 clusters Score -4.338721e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128319 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -43387072.000000 Penalty: 6240.908203
	Iteration 57Q: 3 clusters Score -4.338707e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 172608 members 
Entering Unmasked Estep 
Score: -43386952.000000 Penalty: 6240.908203
	Iteration 58Q: 3 clusters Score -4.338695e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110466 members 
Mstep: Class 2 contains 180941 members 
Entering Unmasked Estep 
Score: -43386960.000000 Penalty: 6240.908203
	Iteration 59Q: 3 clusters Score -4.338696e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 187657 members 
Entering Unmasked Estep 
Score: -43387660.000000 Penalty: 6240.908203
	Iteration 60F: 3 clusters Score -4.338766e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 195400 members 
Entering Unmasked Estep 
Score: -43387928.000000 Penalty: 6240.908203
	Iteration 61Q: 3 clusters Score -4.338793e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 202514 members 
Entering Unmasked Estep 
Score: -43387984.000000 Penalty: 6240.908203
	Iteration 62Q: 3 clusters Score -4.338798e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 208958 members 
Entering Unmasked Estep 
Score: -43387536.000000 Penalty: 6240.908203
	Iteration 63Q: 3 clusters Score -4.338754e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 214171 members 
Entering Unmasked Estep 
Score: -43386476.000000 Penalty: 6240.908203
	Iteration 64Q: 3 clusters Score -4.338648e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 218503 members 
Entering Unmasked Estep 
Score: -43385552.000000 Penalty: 6240.908203
	Iteration 65Q: 3 clusters Score -4.338555e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 221623 members 
Entering Unmasked Estep 
Score: -43384652.000000 Penalty: 6240.908203
	Iteration 66Q: 3 clusters Score -4.338465e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 223864 members 
Entering Unmasked Estep 
Score: -43384004.000000 Penalty: 6240.908203
	Iteration 67Q: 3 clusters Score -4.3384e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 225344 members 
Entering Unmasked Estep 
Score: -43383700.000000 Penalty: 6240.908203
	Iteration 68Q: 3 clusters Score -4.33837e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 226278 members 
Entering Unmasked Estep 
Score: -43383508.000000 Penalty: 6240.908203
	Iteration 69Q: 3 clusters Score -4.338351e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 226713 members 
Entering Unmasked Estep 
Score: -43383380.000000 Penalty: 6240.908203
	Iteration 70Q: 3 clusters Score -4.338338e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 226941 members 
Entering Unmasked Estep 
Score: -43383020.000000 Penalty: 6240.908203
	Iteration 71Q: 3 clusters Score -4.338302e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 226990 members 
Entering Unmasked Estep 
Score: -43382628.000000 Penalty: 6240.908203
	Iteration 72Q: 3 clusters Score -4.338263e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 226795 members 
Entering Unmasked Estep 
Score: -43382032.000000 Penalty: 6240.908203
	Iteration 73Q: 3 clusters Score -4.338203e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 226421 members 
Entering Unmasked Estep 
Score: -43381376.000000 Penalty: 6240.908203
	Iteration 74Q: 3 clusters Score -4.338138e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 225913 members 
Entering Unmasked Estep 
Score: -43380996.000000 Penalty: 6240.908203
	Iteration 75Q: 3 clusters Score -4.3381e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 225324 members 
Entering Unmasked Estep 
Score: -43380528.000000 Penalty: 6240.908203
	Iteration 76Q: 3 clusters Score -4.338053e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 224562 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4.338008e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 223687 members 
Entering Unmasked Estep 
Score: -43379604.000000 Penalty: 6240.908203
	Iteration 78Q: 3 clusters Score -4.33796e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 222695 members 
Entering Unmasked Estep 
Score: -43379672.000000 Penalty: 6240.908203
	Iteration 79Q: 3 clusters Score -4.337967e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 221708 members 
Entering Unmasked Estep 
Score: -43379948.000000 Penalty: 6240.908203
	Iteration 80F: 3 clusters Score -4.337995e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 220344 members 
Entering Unmasked Estep 
Score: -43379724.000000 Penalty: 6240.908203
	Iteration 81Q: 3 clusters Score -4.337972e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 218765 members 
Entering Unmasked Estep 
Score: -43379868.000000 Penalty: 6240.908203
	Iteration 82Q: 3 clusters Score -4.337987e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 216956 members 
Entering Unmasked Estep 
Score: -43380120.000000 Penalty: 6240.908203
	Iteration 83Q: 3 clusters Score -4.338012e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 215010 members 
Entering Unmasked Estep 
Score: -43380528.000000 Penalty: 6240.908203
	Iteration 84Q: 3 clusters Score -4.338053e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 212874 members 
Entering Unmasked Estep 
Score: -43380956.000000 Penalty: 6240.908203
	Iteration 85Q: 3 clusters Score -4.338096e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80693 members 
Mstep: Class 2 contains 210714 members 
Entering Unmasked Estep 
Score: -43381548.000000 Penalty: 6240.908203
	Iteration 86Q: 3 clusters Score -4.338155e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 208410 members 
Entering Unmasked Estep 
Score: -43382268.000000 Penalty: 6240.908203
	Iteration 87Q: 3 clusters Score -4.338227e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 206065 members 
Entering Unmasked Estep 
Score: -43383112.000000 Penalty: 6240.908203
	Iteration 88Q: 3 clusters Score -4.338311e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 203847 members 
Entering Unmasked Estep 
Score: -43383200.000000 Penalty: 6240.908203
	Iteration 89Q: 3 clusters Score -4.33832e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 201599 members 
Entering Unmasked Estep 
Score: -43383572.000000 Penalty: 6240.908203
	Iteration 90Q: 3 clusters Score -4.338357e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 199426 members 
Entering Unmasked Estep 
Score: -43383960.000000 Penalty: 6240.908203
	Iteration 91Q: 3 clusters Score -4.338396e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 197244 members 
Entering Unmasked Estep 
Score: -43384180.000000 Penalty: 6240.908203
	Iteration 92Q: 3 clusters Score -4.338418e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 195053 members 
Entering Unmasked Estep 
Score: -43384204.000000 Penalty: 6240.908203
	Iteration 93Q: 3 clusters Score -4.33842e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 192651 members 
Entering Unmasked Estep 
Score: -43384480.000000 Penalty: 6240.908203
	Iteration 94Q: 3 clusters Score -4.338448e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 190197 members 
Entering Unmasked Estep 
Score: -43384556.000000 Penalty: 6240.908203
	Iteration 95Q: 3 clusters Score -4.338456e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 187710 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4.338466e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 185144 members 
Entering Unmasked Estep 
Score: -43384844.000000 Penalty: 6240.908203
	Iteration 97Q: 3 clusters Score -4.338484e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 182508 members 
Entering Unmasked Estep 
Score: -43384828.000000 Penalty: 6240.908203
	Iteration 98Q: 3 clusters Score -4.338483e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111556 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -43385088.000000 Penalty: 6240.908203
	Iteration 99Q: 3 clusters Score -4.338509e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114368 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -43385412.000000 Penalty: 6240.908203
	Iteration 100F: 3 clusters Score -4.338541e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -43385720.000000 Penalty: 6240.908203
	Iteration 101Q: 3 clusters Score -4.338572e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 168994 members 
Entering Unmasked Estep 
Score: -43385840.000000 Penalty: 6240.908203
	Iteration 102Q: 3 clusters Score -4.338584e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -43385696.000000 Penalty: 6240.908203
	Iteration 103Q: 3 clusters Score -4.33857e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134877 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -43385772.000000 Penalty: 6240.908203
	Iteration 104Q: 3 clusters Score -4.338577e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142683 members 
Mstep: Class 2 contains 148724 members 
Entering Unmasked Estep 
Score: -43385336.000000 Penalty: 6240.908203
	Iteration 105Q: 3 clusters Score -4.338534e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151255 members 
Mstep: Class 2 contains 140152 members 
Entering Unmasked Estep 
Score: -43385564.000000 Penalty: 6240.908203
	Iteration 106Q: 3 clusters Score -4.338556e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160032 members 
Mstep: Class 2 contains 131375 members 
Entering Unmasked Estep 
Score: -43385536.000000 Penalty: 6240.908203
	Iteration 107Q: 3 clusters Score -4.338554e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168518 members 
Mstep: Class 2 contains 122889 members 
Entering Unmasked Estep 
Score: -43386048.000000 Penalty: 6240.908203
	Iteration 108Q: 3 clusters Score -4.338605e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -43386324.000000 Penalty: 6240.908203
	Iteration 109Q: 3 clusters Score -4.338632e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182910 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -43386780.000000 Penalty: 6240.908203
	Iteration 110Q: 3 clusters Score -4.338678e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -43386936.000000 Penalty: 6240.908203
	Iteration 111Q: 3 clusters Score -4.338694e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192471 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -43386884.000000 Penalty: 6240.908203
	Iteration 112Q: 3 clusters Score -4.338688e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195518 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -43386096.000000 Penalty: 6240.908203
	Iteration 113Q: 3 clusters Score -4.33861e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197733 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -43385508.000000 Penalty: 6240.908203
	Iteration 114Q: 3 clusters Score -4.338551e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199246 members 
Mstep: Class 2 contains 92161 members 
Entering Unmasked Estep 
Score: -43385320.000000 Penalty: 6240.908203
	Iteration 115Q: 3 clusters Score -4.338532e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200165 members 
Mstep: Class 2 contains 91242 members 
Entering Unmasked Estep 
Score: -43384964.000000 Penalty: 6240.908203
	Iteration 116Q: 3 clusters Score -4.338496e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200666 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -43384912.000000 Penalty: 6240.908203
	Iteration 117Q: 3 clusters Score -4.338491e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200799 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -43384524.000000 Penalty: 6240.908203
	Iteration 118Q: 3 clusters Score -4.338452e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200696 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -43384460.000000 Penalty: 6240.908203
	Iteration 119Q: 3 clusters Score -4.338446e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -43388596.000000 Penalty: 6240.908203
	Iteration 120F: 3 clusters Score -4.33886e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203892 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4.338981e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206738 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4.338976e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208985 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -43389296.000000 Penalty: 6240.908203
	Iteration 123Q: 3 clusters Score -4.33893e+07 nChanged 4948
Entering Unmasked Mstep 
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Mstep: Class 1 contains 210601 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -43388648.000000 Penalty: 6240.908203
	Iteration 124Q: 3 clusters Score -4.338865e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211536 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -43388168.000000 Penalty: 6240.908203
	Iteration 125Q: 3 clusters Score -4.338817e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211950 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -43387640.000000 Penalty: 6240.908203
	Iteration 126Q: 3 clusters Score -4.338764e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211907 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -43387408.000000 Penalty: 6240.908203
	Iteration 127Q: 3 clusters Score -4.338741e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4.338684e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210632 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4.33867e+07 nChanged 2402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209556 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4.338656e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208406 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4.338655e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207186 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -43386512.000000 Penalty: 6240.908203
	Iteration 132Q: 3 clusters Score -4.338651e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205865 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -43386536.000000 Penalty: 6240.908203
	Iteration 133Q: 3 clusters Score -4.338654e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204443 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4.338646e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202949 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -43386528.000000 Penalty: 6240.908203
	Iteration 135Q: 3 clusters Score -4.338653e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201489 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -43386420.000000 Penalty: 6240.908203
	Iteration 136Q: 3 clusters Score -4.338642e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200053 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -43386392.000000 Penalty: 6240.908203
	Iteration 137Q: 3 clusters Score -4.338639e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198687 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4.338668e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197297 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -43386708.000000 Penalty: 6240.908203
	Iteration 139Q: 3 clusters Score -4.338671e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195920 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -43387000.000000 Penalty: 6240.908203
	Iteration 140F: 3 clusters Score -4.3387e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194337 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4.338684e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192540 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -43386640.000000 Penalty: 6240.908203
	Iteration 142Q: 3 clusters Score -4.338664e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190676 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -43386652.000000 Penalty: 6240.908203
	Iteration 143Q: 3 clusters Score -4.338665e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188704 members 
Mstep: Class 2 contains 102703 members 
Entering Unmasked Estep 
Score: -43386516.000000 Penalty: 6240.908203
	Iteration 144Q: 3 clusters Score -4.338652e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186521 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -43386552.000000 Penalty: 6240.908203
	Iteration 145Q: 3 clusters Score -4.338655e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184257 members 
Mstep: Class 2 contains 107150 members 
Entering Unmasked Estep 
Score: -43386688.000000 Penalty: 6240.908203
	Iteration 146Q: 3 clusters Score -4.338669e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181911 members 
Mstep: Class 2 contains 109496 members 
Entering Unmasked Estep 
Score: -43386612.000000 Penalty: 6240.908203
	Iteration 147Q: 3 clusters Score -4.338661e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179596 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4.338673e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177071 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -43387008.000000 Penalty: 6240.908203
	Iteration 149Q: 3 clusters Score -4.338701e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173971 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4.33871e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 121396 members 
Entering Unmasked Estep 
Score: -43387472.000000 Penalty: 6240.908203
	Iteration 151Q: 3 clusters Score -4.338747e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164742 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -43387568.000000 Penalty: 6240.908203
	Iteration 152Q: 3 clusters Score -4.338757e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -43387808.000000 Penalty: 6240.908203
	Iteration 153Q: 3 clusters Score -4.338781e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150300 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -43388044.000000 Penalty: 6240.908203
	Iteration 154Q: 3 clusters Score -4.338804e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141711 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -43387316.000000 Penalty: 6240.908203
	Iteration 155Q: 3 clusters Score -4.338732e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132794 members 
Mstep: Class 2 contains 158613 members 
Entering Unmasked Estep 
Score: -43386752.000000 Penalty: 6240.908203
	Iteration 156Q: 3 clusters Score -4.338675e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 167106 members 
Entering Unmasked Estep 
Score: -43386476.000000 Penalty: 6240.908203
	Iteration 157Q: 3 clusters Score -4.338648e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 174432 members 
Entering Unmasked Estep 
Score: -43386260.000000 Penalty: 6240.908203
	Iteration 158Q: 3 clusters Score -4.338626e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -43386192.000000 Penalty: 6240.908203
	Iteration 159Q: 3 clusters Score -4.338619e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 184629 members 
Entering Unmasked Estep 
Score: -43386944.000000 Penalty: 6240.908203
	Iteration 160F: 3 clusters Score -4.338694e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 189245 members 
Entering Unmasked Estep 
Score: -43387528.000000 Penalty: 6240.908203
	Iteration 161Q: 3 clusters Score -4.338753e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 192924 members 
Entering Unmasked Estep 
Score: -43387244.000000 Penalty: 6240.908203
	Iteration 162Q: 3 clusters Score -4.338724e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 195613 members 
Entering Unmasked Estep 
Score: -43387292.000000 Penalty: 6240.908203
	Iteration 163Q: 3 clusters Score -4.338729e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 197472 members 
Entering Unmasked Estep 
Score: -43387084.000000 Penalty: 6240.908203
	Iteration 164Q: 3 clusters Score -4.338708e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 198465 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4.338678e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 198814 members 
Entering Unmasked Estep 
Score: -43386872.000000 Penalty: 6240.908203
	Iteration 166Q: 3 clusters Score -4.338687e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 198637 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4.338708e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 198073 members 
Entering Unmasked Estep 
Score: -43387212.000000 Penalty: 6240.908203
	Iteration 168Q: 3 clusters Score -4.338721e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -43387320.000000 Penalty: 6240.908203
	Iteration 169Q: 3 clusters Score -4.338732e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 195998 members 
Entering Unmasked Estep 
Score: -43387304.000000 Penalty: 6240.908203
	Iteration 170Q: 3 clusters Score -4.33873e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 194634 members 
Entering Unmasked Estep 
Score: -43387268.000000 Penalty: 6240.908203
	Iteration 171Q: 3 clusters Score -4.338727e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 193180 members 
Entering Unmasked Estep 
Score: -43387336.000000 Penalty: 6240.908203
	Iteration 172Q: 3 clusters Score -4.338734e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 191621 members 
Entering Unmasked Estep 
Score: -43387520.000000 Penalty: 6240.908203
	Iteration 173Q: 3 clusters Score -4.338752e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 189923 members 
Entering Unmasked Estep 
Score: -43387404.000000 Penalty: 6240.908203
	Iteration 174Q: 3 clusters Score -4.33874e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 188183 members 
Entering Unmasked Estep 
Score: -43387288.000000 Penalty: 6240.908203
	Iteration 175Q: 3 clusters Score -4.338729e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 186324 members 
Entering Unmasked Estep 
Score: -43387228.000000 Penalty: 6240.908203
	Iteration 176Q: 3 clusters Score -4.338723e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 184402 members 
Entering Unmasked Estep 
Score: -43387340.000000 Penalty: 6240.908203
	Iteration 177Q: 3 clusters Score -4.338734e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 182483 members 
Entering Unmasked Estep 
Score: -43387328.000000 Penalty: 6240.908203
	Iteration 178Q: 3 clusters Score -4.338733e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 180540 members 
Entering Unmasked Estep 
Score: -43387636.000000 Penalty: 6240.908203
	Iteration 179Q: 3 clusters Score -4.338764e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -43388020.000000 Penalty: 6240.908203
	Iteration 180F: 3 clusters Score -4.338802e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 176212 members 
Entering Unmasked Estep 
Score: -43387748.000000 Penalty: 6240.908203
	Iteration 181Q: 3 clusters Score -4.338775e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118320 members 
Mstep: Class 2 contains 173087 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4.338802e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -43388140.000000 Penalty: 6240.908203
	Iteration 183Q: 3 clusters Score -4.338814e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126090 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -43388344.000000 Penalty: 6240.908203
	Iteration 184Q: 3 clusters Score -4.338834e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -43388260.000000 Penalty: 6240.908203
	Iteration 185Q: 3 clusters Score -4.338826e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -43388320.000000 Penalty: 6240.908203
	Iteration 186Q: 3 clusters Score -4.338832e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142286 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -43388500.000000 Penalty: 6240.908203
	Iteration 187Q: 3 clusters Score -4.33885e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -43389032.000000 Penalty: 6240.908203
	Iteration 188Q: 3 clusters Score -4.338903e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -43389136.000000 Penalty: 6240.908203
	Iteration 189Q: 3 clusters Score -4.338914e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160949 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -43389408.000000 Penalty: 6240.908203
	Iteration 190Q: 3 clusters Score -4.338941e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166410 members 
Mstep: Class 2 contains 124997 members 
Entering Unmasked Estep 
Score: -43389976.000000 Penalty: 6240.908203
	Iteration 191Q: 3 clusters Score -4.338998e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -43390764.000000 Penalty: 6240.908203
	Iteration 192Q: 3 clusters Score -4.339076e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175309 members 
Mstep: Class 2 contains 116098 members 
Entering Unmasked Estep 
Score: -43391004.000000 Penalty: 6240.908203
	Iteration 193Q: 3 clusters Score -4.3391e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178593 members 
Mstep: Class 2 contains 112814 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4.339102e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -43390908.000000 Penalty: 6240.908203
	Iteration 195Q: 3 clusters Score -4.339091e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182896 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -43390556.000000 Penalty: 6240.908203
	Iteration 196Q: 3 clusters Score -4.339056e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184109 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -43390304.000000 Penalty: 6240.908203
	Iteration 197Q: 3 clusters Score -4.33903e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184728 members 
Mstep: Class 2 contains 106679 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4.339006e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184846 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4.33898e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184609 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -43391368.000000 Penalty: 6240.908203
	Iteration 200F: 3 clusters Score -4.339137e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185940 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4.33916e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186903 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -43391640.000000 Penalty: 6240.908203
	Iteration 202Q: 3 clusters Score -4.339164e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -43391336.000000 Penalty: 6240.908203
	Iteration 203Q: 3 clusters Score -4.339134e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -43391296.000000 Penalty: 6240.908203
	Iteration 204Q: 3 clusters Score -4.33913e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188367 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -43391156.000000 Penalty: 6240.908203
	Iteration 205Q: 3 clusters Score -4.339116e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188374 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -43390976.000000 Penalty: 6240.908203
	Iteration 206Q: 3 clusters Score -4.339098e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188165 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -43390864.000000 Penalty: 6240.908203
	Iteration 207Q: 3 clusters Score -4.339086e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187697 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -43390356.000000 Penalty: 6240.908203
	Iteration 208Q: 3 clusters Score -4.339036e+07 nChanged 2355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 187018 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -43390168.000000 Penalty: 6240.908203
	Iteration 209Q: 3 clusters Score -4.339017e+07 nChanged 2244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 186078 members 
Mstep: Class 2 contains 105329 members 
Entering Unmasked Estep 
Score: -43390204.000000 Penalty: 6240.908203
	Iteration 210Q: 3 clusters Score -4.33902e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185066 members 
Mstep: Class 2 contains 106341 members 
Entering Unmasked Estep 
Score: -43389928.000000 Penalty: 6240.908203
	Iteration 211Q: 3 clusters Score -4.338993e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183917 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4.338966e+07 nChanged 1877
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182710 members 
Mstep: Class 2 contains 108697 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4.338967e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181370 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4.338936e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180001 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -43389372.000000 Penalty: 6240.908203
	Iteration 215Q: 3 clusters Score -4.338937e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178573 members 
Mstep: Class 2 contains 112834 members 
Entering Unmasked Estep 
Score: -43389392.000000 Penalty: 6240.908203
	Iteration 216Q: 3 clusters Score -4.338939e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -43389508.000000 Penalty: 6240.908203
	Iteration 217Q: 3 clusters Score -4.338951e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174847 members 
Mstep: Class 2 contains 116560 members 
Entering Unmasked Estep 
Score: -43389544.000000 Penalty: 6240.908203
	Iteration 218Q: 3 clusters Score -4.338954e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172150 members 
Mstep: Class 2 contains 119257 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4.338959e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168772 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -43389328.000000 Penalty: 6240.908203
	Iteration 220F: 3 clusters Score -4.338933e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164428 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4.338954e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159219 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -43389452.000000 Penalty: 6240.908203
	Iteration 222Q: 3 clusters Score -4.338945e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 138150 members 
Entering Unmasked Estep 
Score: -43389360.000000 Penalty: 6240.908203
	Iteration 223Q: 3 clusters Score -4.338936e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146815 members 
Mstep: Class 2 contains 144592 members 
Entering Unmasked Estep 
Score: -43389040.000000 Penalty: 6240.908203
	Iteration 224Q: 3 clusters Score -4.338904e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 151648 members 
Entering Unmasked Estep 
Score: -43389052.000000 Penalty: 6240.908203
	Iteration 225Q: 3 clusters Score -4.338905e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132972 members 
Mstep: Class 2 contains 158435 members 
Entering Unmasked Estep 
Score: -43388604.000000 Penalty: 6240.908203
	Iteration 226Q: 3 clusters Score -4.33886e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126774 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -43388064.000000 Penalty: 6240.908203
	Iteration 227Q: 3 clusters Score -4.338806e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121609 members 
Mstep: Class 2 contains 169798 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4.338784e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117477 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -43387608.000000 Penalty: 6240.908203
	Iteration 229Q: 3 clusters Score -4.338761e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -43387756.000000 Penalty: 6240.908203
	Iteration 230Q: 3 clusters Score -4.338776e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 179396 members 
Entering Unmasked Estep 
Score: -43387576.000000 Penalty: 6240.908203
	Iteration 231Q: 3 clusters Score -4.338758e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 180606 members 
Entering Unmasked Estep 
Score: -43387064.000000 Penalty: 6240.908203
	Iteration 232Q: 3 clusters Score -4.338706e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -43386796.000000 Penalty: 6240.908203
	Iteration 233Q: 3 clusters Score -4.33868e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 180857 members 
Entering Unmasked Estep 
Score: -43386404.000000 Penalty: 6240.908203
	Iteration 234Q: 3 clusters Score -4.33864e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 180147 members 
Entering Unmasked Estep 
Score: -43386232.000000 Penalty: 6240.908203
	Iteration 235Q: 3 clusters Score -4.338623e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 178978 members 
Entering Unmasked Estep 
Score: -43386140.000000 Penalty: 6240.908203
	Iteration 236Q: 3 clusters Score -4.338614e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 177385 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -4.33863e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115935 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -43386464.000000 Penalty: 6240.908203
	Iteration 238Q: 3 clusters Score -4.338646e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -43386536.000000 Penalty: 6240.908203
	Iteration 239Q: 3 clusters Score -4.338654e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -43387920.000000 Penalty: 6240.908203
	Iteration 240F: 3 clusters Score -4.338792e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122329 members 
Mstep: Class 2 contains 169078 members 
Entering Unmasked Estep 
Score: -43388076.000000 Penalty: 6240.908203
	Iteration 241Q: 3 clusters Score -4.338808e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -43388048.000000 Penalty: 6240.908203
	Iteration 242Q: 3 clusters Score -4.338805e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126533 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -43387988.000000 Penalty: 6240.908203
	Iteration 243Q: 3 clusters Score -4.338799e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 162230 members 
Entering Unmasked Estep 
Score: -43388244.000000 Penalty: 6240.908203
	Iteration 244Q: 3 clusters Score -4.338824e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132117 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -43388248.000000 Penalty: 6240.908203
	Iteration 245Q: 3 clusters Score -4.338825e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -43388812.000000 Penalty: 6240.908203
	Iteration 246Q: 3 clusters Score -4.338881e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138958 members 
Mstep: Class 2 contains 152449 members 
Entering Unmasked Estep 
Score: -43389260.000000 Penalty: 6240.908203
	Iteration 247Q: 3 clusters Score -4.338926e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 148764 members 
Entering Unmasked Estep 
Score: -43389676.000000 Penalty: 6240.908203
	Iteration 248Q: 3 clusters Score -4.338968e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146481 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -43390172.000000 Penalty: 6240.908203
	Iteration 249Q: 3 clusters Score -4.339017e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150337 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -43390512.000000 Penalty: 6240.908203
	Iteration 250Q: 3 clusters Score -4.339051e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -43391040.000000 Penalty: 6240.908203
	Iteration 251Q: 3 clusters Score -4.339104e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -43391260.000000 Penalty: 6240.908203
	Iteration 252Q: 3 clusters Score -4.339126e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -43391884.000000 Penalty: 6240.908203
	Iteration 253Q: 3 clusters Score -4.339188e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163155 members 
Mstep: Class 2 contains 128252 members 
Entering Unmasked Estep 
Score: -43392396.000000 Penalty: 6240.908203
	Iteration 254Q: 3 clusters Score -4.33924e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165452 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -43392772.000000 Penalty: 6240.908203
	Iteration 255Q: 3 clusters Score -4.339277e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -43393252.000000 Penalty: 6240.908203
	Iteration 256Q: 3 clusters Score -4.339325e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -43393652.000000 Penalty: 6240.908203
	Iteration 257Q: 3 clusters Score -4.339365e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169689 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -43393872.000000 Penalty: 6240.908203
	Iteration 258Q: 3 clusters Score -4.339387e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -43394396.000000 Penalty: 6240.908203
	Iteration 259Q: 3 clusters Score -4.33944e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170353 members 
Mstep: Class 2 contains 121054 members 
Entering Unmasked Estep 
Score: -43394724.000000 Penalty: 6240.908203
	Iteration 260F: 3 clusters Score -4.339472e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170142 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -43394780.000000 Penalty: 6240.908203
	Iteration 261Q: 3 clusters Score -4.339478e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -43395068.000000 Penalty: 6240.908203
	Iteration 262Q: 3 clusters Score -4.339507e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -43395400.000000 Penalty: 6240.908203
	Iteration 263Q: 3 clusters Score -4.33954e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -43395404.000000 Penalty: 6240.908203
	Iteration 264Q: 3 clusters Score -4.33954e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 125990 members 
Entering Unmasked Estep 
Score: -43395444.000000 Penalty: 6240.908203
	Iteration 265Q: 3 clusters Score -4.339544e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 128033 members 
Entering Unmasked Estep 
Score: -43395388.000000 Penalty: 6240.908203
	Iteration 266Q: 3 clusters Score -4.339539e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160972 members 
Mstep: Class 2 contains 130435 members 
Entering Unmasked Estep 
Score: -43395556.000000 Penalty: 6240.908203
	Iteration 267Q: 3 clusters Score -4.339556e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -43395656.000000 Penalty: 6240.908203
	Iteration 268Q: 3 clusters Score -4.339566e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -43396116.000000 Penalty: 6240.908203
	Iteration 269Q: 3 clusters Score -4.339612e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 139398 members 
Entering Unmasked Estep 
Score: -43396236.000000 Penalty: 6240.908203
	Iteration 270Q: 3 clusters Score -4.339624e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 142730 members 
Entering Unmasked Estep 
Score: -43396004.000000 Penalty: 6240.908203
	Iteration 271Q: 3 clusters Score -4.3396e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145405 members 
Mstep: Class 2 contains 146002 members 
Entering Unmasked Estep 
Score: -43395696.000000 Penalty: 6240.908203
	Iteration 272Q: 3 clusters Score -4.33957e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142381 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -43395376.000000 Penalty: 6240.908203
	Iteration 273Q: 3 clusters Score -4.339538e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139678 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -43394984.000000 Penalty: 6240.908203
	Iteration 274Q: 3 clusters Score -4.339498e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -43394664.000000 Penalty: 6240.908203
	Iteration 275Q: 3 clusters Score -4.339466e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135524 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -43394544.000000 Penalty: 6240.908203
	Iteration 276Q: 3 clusters Score -4.339454e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134189 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -43394272.000000 Penalty: 6240.908203
	Iteration 277Q: 3 clusters Score -4.339427e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133265 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -43394152.000000 Penalty: 6240.908203
	Iteration 278Q: 3 clusters Score -4.339415e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132685 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -43394312.000000 Penalty: 6240.908203
	Iteration 279Q: 3 clusters Score -4.339431e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -43394272.000000 Penalty: 6240.908203
	Iteration 280F: 3 clusters Score -4.339427e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132447 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -43394120.000000 Penalty: 6240.908203
	Iteration 281Q: 3 clusters Score -4.339412e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132783 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -43394044.000000 Penalty: 6240.908203
	Iteration 282Q: 3 clusters Score -4.339404e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 158040 members 
Entering Unmasked Estep 
Score: -43393964.000000 Penalty: 6240.908203
	Iteration 283Q: 3 clusters Score -4.339396e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134177 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -43394052.000000 Penalty: 6240.908203
	Iteration 284Q: 3 clusters Score -4.339405e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135167 members 
Mstep: Class 2 contains 156240 members 
Entering Unmasked Estep 
Score: -43394116.000000 Penalty: 6240.908203
	Iteration 285Q: 3 clusters Score -4.339412e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136323 members 
Mstep: Class 2 contains 155084 members 
Entering Unmasked Estep 
Score: -43394340.000000 Penalty: 6240.908203
	Iteration 286Q: 3 clusters Score -4.339434e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -43394256.000000 Penalty: 6240.908203
	Iteration 287Q: 3 clusters Score -4.339426e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138837 members 
Mstep: Class 2 contains 152570 members 
Entering Unmasked Estep 
Score: -43394344.000000 Penalty: 6240.908203
	Iteration 288Q: 3 clusters Score -4.339434e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140145 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -43394536.000000 Penalty: 6240.908203
	Iteration 289Q: 3 clusters Score -4.339454e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Mstep: Class 2 contains 149894 members 
Entering Unmasked Estep 
Score: -43394792.000000 Penalty: 6240.908203
	Iteration 290Q: 3 clusters Score -4.339479e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -43394960.000000 Penalty: 6240.908203
	Iteration 291Q: 3 clusters Score -4.339496e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144120 members 
Mstep: Class 2 contains 147287 members 
Entering Unmasked Estep 
Score: -43394980.000000 Penalty: 6240.908203
	Iteration 292Q: 3 clusters Score -4.339498e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -43395116.000000 Penalty: 6240.908203
	Iteration 293Q: 3 clusters Score -4.339512e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 144893 members 
Entering Unmasked Estep 
Score: -43395332.000000 Penalty: 6240.908203
	Iteration 294Q: 3 clusters Score -4.339533e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 143857 members 
Entering Unmasked Estep 
Score: -43395608.000000 Penalty: 6240.908203
	Iteration 295Q: 3 clusters Score -4.339561e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -43395884.000000 Penalty: 6240.908203
	Iteration 296Q: 3 clusters Score -4.339588e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -43396184.000000 Penalty: 6240.908203
	Iteration 297Q: 3 clusters Score -4.339618e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -43396272.000000 Penalty: 6240.908203
	Iteration 298Q: 3 clusters Score -4.339627e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 140947 members 
Entering Unmasked Estep 
Score: -43396472.000000 Penalty: 6240.908203
	Iteration 299Q: 3 clusters Score -4.339647e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150870 members 
Mstep: Class 2 contains 140537 members 
Entering Unmasked Estep 
Score: -43396536.000000 Penalty: 6240.908203
	Iteration 300F: 3 clusters Score -4.339654e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 140269 members 
Entering Unmasked Estep 
Score: -43396584.000000 Penalty: 6240.908203
	Iteration 301Q: 3 clusters Score -4.339658e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 140099 members 
Entering Unmasked Estep 
Score: -43396796.000000 Penalty: 6240.908203
	Iteration 302Q: 3 clusters Score -4.33968e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 140058 members 
Entering Unmasked Estep 
Score: -43396764.000000 Penalty: 6240.908203
	Iteration 303Q: 3 clusters Score -4.339676e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 140116 members 
Entering Unmasked Estep 
Score: -43396768.000000 Penalty: 6240.908203
	Iteration 304Q: 3 clusters Score -4.339677e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 140253 members 
Entering Unmasked Estep 
Score: -43396908.000000 Penalty: 6240.908203
	Iteration 305Q: 3 clusters Score -4.339691e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150918 members 
Mstep: Class 2 contains 140489 members 
Entering Unmasked Estep 
Score: -43396872.000000 Penalty: 6240.908203
	Iteration 306Q: 3 clusters Score -4.339687e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150597 members 
Mstep: Class 2 contains 140810 members 
Entering Unmasked Estep 
Score: -43396844.000000 Penalty: 6240.908203
	Iteration 307Q: 3 clusters Score -4.339684e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150221 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -43396860.000000 Penalty: 6240.908203
	Iteration 308Q: 3 clusters Score -4.339686e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 141584 members 
Entering Unmasked Estep 
Score: -43396932.000000 Penalty: 6240.908203
	Iteration 309Q: 3 clusters Score -4.339693e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 142015 members 
Entering Unmasked Estep 
Score: -43396860.000000 Penalty: 6240.908203
	Iteration 310Q: 3 clusters Score -4.339686e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 142461 members 
Entering Unmasked Estep 
Score: -43396768.000000 Penalty: 6240.908203
	Iteration 311Q: 3 clusters Score -4.339677e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -43396656.000000 Penalty: 6240.908203
	Iteration 312Q: 3 clusters Score -4.339666e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -43396700.000000 Penalty: 6240.908203
	Iteration 313Q: 3 clusters Score -4.33967e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147490 members 
Mstep: Class 2 contains 143917 members 
Entering Unmasked Estep 
Score: -43396620.000000 Penalty: 6240.908203
	Iteration 314Q: 3 clusters Score -4.339662e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -43396500.000000 Penalty: 6240.908203
	Iteration 315Q: 3 clusters Score -4.33965e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 144823 members 
Entering Unmasked Estep 
Score: -43396508.000000 Penalty: 6240.908203
	Iteration 316Q: 3 clusters Score -4.339651e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146155 members 
Mstep: Class 2 contains 145252 members 
Entering Unmasked Estep 
Score: -43396472.000000 Penalty: 6240.908203
	Iteration 317Q: 3 clusters Score -4.339647e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145720 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -43396344.000000 Penalty: 6240.908203
	Iteration 318Q: 3 clusters Score -4.339634e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -43396276.000000 Penalty: 6240.908203
	Iteration 319Q: 3 clusters Score -4.339628e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 146446 members 
Entering Unmasked Estep 
Score: -43396248.000000 Penalty: 6240.908203
	Iteration 320F: 3 clusters Score -4.339625e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144641 members 
Mstep: Class 2 contains 146766 members 
Entering Unmasked Estep 
Score: -43396168.000000 Penalty: 6240.908203
	Iteration 321Q: 3 clusters Score -4.339617e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144366 members 
Mstep: Class 2 contains 147041 members 
Entering Unmasked Estep 
Score: -43396064.000000 Penalty: 6240.908203
	Iteration 322Q: 3 clusters Score -4.339606e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -43396040.000000 Penalty: 6240.908203
	Iteration 323Q: 3 clusters Score -4.339604e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 147433 members 
Entering Unmasked Estep 
Score: -43396048.000000 Penalty: 6240.908203
	Iteration 324Q: 3 clusters Score -4.339605e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143819 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -43396036.000000 Penalty: 6240.908203
	Iteration 325Q: 3 clusters Score -4.339604e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 147734 members 
Entering Unmasked Estep 
Score: -43396068.000000 Penalty: 6240.908203
	Iteration 326Q: 3 clusters Score -4.339607e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143572 members 
Mstep: Class 2 contains 147835 members 
Entering Unmasked Estep 
Score: -43396000.000000 Penalty: 6240.908203
	Iteration 327Q: 3 clusters Score -4.3396e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143494 members 
Mstep: Class 2 contains 147913 members 
Entering Unmasked Estep 
Score: -43396028.000000 Penalty: 6240.908203
	Iteration 328Q: 3 clusters Score -4.339603e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -43396020.000000 Penalty: 6240.908203
	Iteration 329Q: 3 clusters Score -4.339602e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -43396052.000000 Penalty: 6240.908203
	Iteration 330Q: 3 clusters Score -4.339605e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 147928 members 
Entering Unmasked Estep 
Score: -43396004.000000 Penalty: 6240.908203
	Iteration 331Q: 3 clusters Score -4.3396e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -43396016.000000 Penalty: 6240.908203
	Iteration 332Q: 3 clusters Score -4.339602e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143512 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -43396032.000000 Penalty: 6240.908203
	Iteration 333Q: 3 clusters Score -4.339603e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -43396064.000000 Penalty: 6240.908203
	Iteration 334Q: 3 clusters Score -4.339606e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143549 members 
Mstep: Class 2 contains 147858 members 
Entering Unmasked Estep 
Score: -43396056.000000 Penalty: 6240.908203
	Iteration 335Q: 3 clusters Score -4.339606e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -43396012.000000 Penalty: 6240.908203
	Iteration 336Q: 3 clusters Score -4.339601e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -43395976.000000 Penalty: 6240.908203
	Iteration 337Q: 3 clusters Score -4.339598e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -43395960.000000 Penalty: 6240.908203
	Iteration 338Q: 3 clusters Score -4.339596e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 147767 members 
Entering Unmasked Estep 
Score: -43395976.000000 Penalty: 6240.908203
	Iteration 339Q: 3 clusters Score -4.339598e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -43395976.000000 Penalty: 6240.908203
	Iteration 340F: 3 clusters Score -4.339598e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 147772 members 
Entering Unmasked Estep 
Score: -43395976.000000 Penalty: 6240.908203
	Iteration 341Q: 3 clusters Score -4.339598e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -43395992.000000 Penalty: 6240.908203
	Iteration 342Q: 3 clusters Score -4.339599e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143668 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -43396012.000000 Penalty: 6240.908203
	Iteration 343Q: 3 clusters Score -4.339601e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -43396008.000000 Penalty: 6240.908203
	Iteration 344Q: 3 clusters Score -4.339601e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 147717 members 
Entering Unmasked Estep 
Score: -43396020.000000 Penalty: 6240.908203
	Iteration 345Q: 3 clusters Score -4.339602e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 147696 members 
Entering Unmasked Estep 
Score: -43395980.000000 Penalty: 6240.908203
	Iteration 346Q: 3 clusters Score -4.339598e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 147671 members 
Entering Unmasked Estep 
Score: -43395988.000000 Penalty: 6240.908203
	Iteration 347Q: 3 clusters Score -4.339599e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Mstep: Class 2 contains 147648 members 
Entering Unmasked Estep 
Score: -43396020.000000 Penalty: 6240.908203
	Iteration 348Q: 3 clusters Score -4.339602e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -43396000.000000 Penalty: 6240.908203
	Iteration 349Q: 3 clusters Score -4.3396e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143825 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -43395968.000000 Penalty: 6240.908203
	Iteration 350Q: 3 clusters Score -4.339597e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -43395964.000000 Penalty: 6240.908203
	Iteration 351Q: 3 clusters Score -4.339596e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143907 members 
Mstep: Class 2 contains 147500 members 
Entering Unmasked Estep 
Score: -43395912.000000 Penalty: 6240.908203
	Iteration 352Q: 3 clusters Score -4.339591e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143938 members 
Mstep: Class 2 contains 147469 members 
Entering Unmasked Estep 
Score: -43395840.000000 Penalty: 6240.908203
	Iteration 353Q: 3 clusters Score -4.339584e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -4.339585e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -4.339582e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -43395804.000000 Penalty: 6240.908203
	Iteration 356Q: 3 clusters Score -4.33958e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -43395828.000000 Penalty: 6240.908203
	Iteration 357Q: 3 clusters Score -4.339583e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144017 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -43395760.000000 Penalty: 6240.908203
	Iteration 358Q: 3 clusters Score -4.339576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144036 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -43395780.000000 Penalty: 6240.908203
	Iteration 359Q: 3 clusters Score -4.339578e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144053 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -43395768.000000 Penalty: 6240.908203
	Iteration 360F: 3 clusters Score -4.339577e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144065 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -43395776.000000 Penalty: 6240.908203
	Iteration 361Q: 3 clusters Score -4.339578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -4.339578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144098 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -43395772.000000 Penalty: 6240.908203
	Iteration 363Q: 3 clusters Score -4.339577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144108 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -43395752.000000 Penalty: 6240.908203
	Iteration 364Q: 3 clusters Score -4.339575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -43395748.000000 Penalty: 6240.908203
	Iteration 365Q: 3 clusters Score -4.339575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -4.339575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144126 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -4.339577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -43395756.000000 Penalty: 6240.908203
	Iteration 368Q: 3 clusters Score -4.339576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144145 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -4.339578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144148 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -43395788.000000 Penalty: 6240.908203
	Iteration 370Q: 3 clusters Score -4.339579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -4.339579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -43395796.000000 Penalty: 6240.908203
	Iteration 372Q: 3 clusters Score -4.33958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -43395792.000000 Penalty: 6240.908203
	Iteration 373Q: 3 clusters Score -4.339579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144162 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -43395780.000000 Penalty: 6240.908203
	Iteration 374Q: 3 clusters Score -4.339578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 147238 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -4.339578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144172 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -43395756.000000 Penalty: 6240.908203
	Iteration 376Q: 3 clusters Score -4.339576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144176 members 
Mstep: Class 2 contains 147231 members 
Entering Unmasked Estep 
Score: -43395740.000000 Penalty: 6240.908203
	Iteration 377Q: 3 clusters Score -4.339574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144180 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -43395744.000000 Penalty: 6240.908203
	Iteration 378Q: 3 clusters Score -4.339574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144183 members 
Mstep: Class 2 contains 147224 members 
Entering Unmasked Estep 
Score: -43395744.000000 Penalty: 6240.908203
	Iteration 379Q: 3 clusters Score -4.339574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -43395740.000000 Penalty: 6240.908203
	Iteration 380F: 3 clusters Score -4.339574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 147218 members 
Entering Unmasked Estep 
Score: -43395756.000000 Penalty: 6240.908203
	Iteration 381Q: 3 clusters Score -4.339576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144191 members 
Mstep: Class 2 contains 147216 members 
Entering Unmasked Estep 
Score: -43395756.000000 Penalty: 6240.908203
	Iteration 382Q: 3 clusters Score -4.339576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -43395752.000000 Penalty: 6240.908203
	Iteration 383Q: 3 clusters Score -4.339575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 147211 members 
Entering Unmasked Estep 
Score: -43395776.000000 Penalty: 6240.908203
	Iteration 384Q: 3 clusters Score -4.339578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144198 members 
Mstep: Class 2 contains 147209 members 
Entering Unmasked Estep 
Score: -43395784.000000 Penalty: 6240.908203
	Iteration 385Q: 3 clusters Score -4.339578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -43395784.000000 Penalty: 6240.908203
	Iteration 386Q: 3 clusters Score -4.339578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -43395792.000000 Penalty: 6240.908203
	Iteration 387Q: 3 clusters Score -4.339579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144211 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -43395800.000000 Penalty: 6240.908203
	Iteration 388Q: 3 clusters Score -4.33958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144213 members 
Mstep: Class 2 contains 147194 members 
Entering Unmasked Estep 
Score: -43395796.000000 Penalty: 6240.908203
	Iteration 389Q: 3 clusters Score -4.33958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 147192 members 
Entering Unmasked Estep 
Score: -43395800.000000 Penalty: 6240.908203
	Iteration 390Q: 3 clusters Score -4.33958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144224 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -43395788.000000 Penalty: 6240.908203
	Iteration 391Q: 3 clusters Score -4.339579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 147178 members 
Entering Unmasked Estep 
Score: -43395808.000000 Penalty: 6240.908203
	Iteration 392Q: 3 clusters Score -4.339581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144236 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -43395792.000000 Penalty: 6240.908203
	Iteration 393Q: 3 clusters Score -4.339579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 147166 members 
Entering Unmasked Estep 
Score: -43395796.000000 Penalty: 6240.908203
	Iteration 394Q: 3 clusters Score -4.33958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 147161 members 
Entering Unmasked Estep 
Score: -43395816.000000 Penalty: 6240.908203
	Iteration 395Q: 3 clusters Score -4.339582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144254 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -43395816.000000 Penalty: 6240.908203
	Iteration 396Q: 3 clusters Score -4.339582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -43395808.000000 Penalty: 6240.908203
	Iteration 397Q: 3 clusters Score -4.339581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144260 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -43395828.000000 Penalty: 6240.908203
	Iteration 398Q: 3 clusters Score -4.339583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -43395840.000000 Penalty: 6240.908203
	Iteration 399Q: 3 clusters Score -4.339584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144274 members 
Mstep: Class 2 contains 147133 members 
Entering Unmasked Estep 
Score: -43395824.000000 Penalty: 6240.908203
	Iteration 400F: 3 clusters Score -4.339582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144278 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -43395844.000000 Penalty: 6240.908203
	Iteration 401Q: 3 clusters Score -4.339584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 147118 members 
Entering Unmasked Estep 
Score: -43395868.000000 Penalty: 6240.908203
	Iteration 402Q: 3 clusters Score -4.339587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144295 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -43395864.000000 Penalty: 6240.908203
	Iteration 403Q: 3 clusters Score -4.339586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144300 members 
Mstep: Class 2 contains 147107 members 
Entering Unmasked Estep 
Score: -43395848.000000 Penalty: 6240.908203
	Iteration 404Q: 3 clusters Score -4.339585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144301 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -43395856.000000 Penalty: 6240.908203
	Iteration 405Q: 3 clusters Score -4.339586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144307 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -43395844.000000 Penalty: 6240.908203
	Iteration 406Q: 3 clusters Score -4.339584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144313 members 
Mstep: Class 2 contains 147094 members 
Entering Unmasked Estep 
Score: -43395884.000000 Penalty: 6240.908203
	Iteration 407Q: 3 clusters Score -4.339588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144311 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -43395888.000000 Penalty: 6240.908203
	Iteration 408Q: 3 clusters Score -4.339589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -4.339586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -4.339586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144330 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -43395852.000000 Penalty: 6240.908203
	Iteration 411Q: 3 clusters Score -4.339585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 147075 members 
Entering Unmasked Estep 
Score: -43395876.000000 Penalty: 6240.908203
	Iteration 412Q: 3 clusters Score -4.339588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144333 members 
Mstep: Class 2 contains 147074 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -4.339589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144337 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -43395892.000000 Penalty: 6240.908203
	Iteration 414Q: 3 clusters Score -4.339589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -43395884.000000 Penalty: 6240.908203
	Iteration 415Q: 3 clusters Score -4.339588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -4.33959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
Score: -43395916.000000 Penalty: 6240.908203
	Iteration 417Q: 3 clusters Score -4.339592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -43395908.000000 Penalty: 6240.908203
	Iteration 418Q: 3 clusters Score -4.339591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144343 members 
Mstep: Class 2 contains 147064 members 
Entering Unmasked Estep 
Score: -43395920.000000 Penalty: 6240.908203
	Iteration 419Q: 3 clusters Score -4.339592e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
Score: -43395924.000000 Penalty: 6240.908203
	Iteration 420F: 3 clusters Score -4.339592e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -4.339592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -4.339592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -4.339592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -4.339594e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
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	Iteration 425F: 3 clusters Score -4.339594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67177 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24558 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 144344 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 56883 members 
Mstep: Class 29 contains 8098 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 507 members 
Mstep: Class 32 contains 147063 members 
Entering Unmasked Estep 
Score: -95447872.000000 Penalty: 106358.804688
Splitting cluster 24 changes total score from -95418904.000000 to -95447872.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -38641.632812 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -38641.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37393.914062 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -37393.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37537.402344 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -37537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37554.230469 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -37554.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37555.582031 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -37555.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37555.582031 Penalty: 2829.076172
	Iteration 4F: 3 clusters Score -37555.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -187764.625000 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -187764.6 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 818 members 
Entering Unmasked Estep 
Score: -185490.671875 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -185490.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -186040.171875 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -186040.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186244.218750 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -186244.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186428.906250 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -186428.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186659.718750 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -186659.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186817.390625 Penalty: 3663.689453
	Iteration 5F: 3 clusters Score -186817.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186909.218750 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -186909.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -186965.937500 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -186965.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187040.312500 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -187040.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187073.296875 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -187073.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -187089.375000 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -187089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187098.671875 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -187098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187104.343750 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -187104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -187106.546875 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -187106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -187109.000000 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -187109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187109.968750 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -187110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187111.437500 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -187111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187111.437500 Penalty: 3663.689453
	Iteration 17F: 3 clusters Score -187111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -676407.812500 Penalty: 2102.398193
	Iteration 0F: 2 clusters Score -676407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -671989.437500 Penalty: 4204.796387
	Iteration 0F: 3 clusters Score -671989.4 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -672985.562500 Penalty: 4204.796387
	Iteration 1F: 3 clusters Score -672985.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -673208.937500 Penalty: 4204.796387
	Iteration 2F: 3 clusters Score -673208.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -673355.375000 Penalty: 4204.796387
	Iteration 3F: 3 clusters Score -673355.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -673436.312500 Penalty: 4204.796387
	Iteration 4Q: 3 clusters Score -673436.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -673508.750000 Penalty: 4204.796387
	Iteration 5Q: 3 clusters Score -673508.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -673569.562500 Penalty: 4204.796387
	Iteration 6Q: 3 clusters Score -673569.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -673631.562500 Penalty: 4204.796387
	Iteration 7Q: 3 clusters Score -673631.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -673689.312500 Penalty: 4204.796387
	Iteration 8Q: 3 clusters Score -673689.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -673749.062500 Penalty: 4204.796387
	Iteration 9Q: 3 clusters Score -673749.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -673797.687500 Penalty: 4204.796387
	Iteration 10Q: 3 clusters Score -673797.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -673843.187500 Penalty: 4204.796387
	Iteration 11Q: 3 clusters Score -673843.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -673891.375000 Penalty: 4204.796387
	Iteration 12Q: 3 clusters Score -673891.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -673954.375000 Penalty: 4204.796387
	Iteration 13Q: 3 clusters Score -673954.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -674019.062500 Penalty: 4204.796387
	Iteration 14Q: 3 clusters Score -674019.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -674073.437500 Penalty: 4204.796387
	Iteration 15Q: 3 clusters Score -674073.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -674122.437500 Penalty: 4204.796387
	Iteration 16Q: 3 clusters Score -674122.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -674182.750000 Penalty: 4204.796387
	Iteration 17Q: 3 clusters Score -674182.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -674249.062500 Penalty: 4204.796387
	Iteration 18Q: 3 clusters Score -674249.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -674315.062500 Penalty: 4204.796387
	Iteration 19Q: 3 clusters Score -674315.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -674369.250000 Penalty: 4204.796387
	Iteration 20F: 3 clusters Score -674369.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -674414.375000 Penalty: 4204.796387
	Iteration 21Q: 3 clusters Score -674414.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -674455.625000 Penalty: 4204.796387
	Iteration 22Q: 3 clusters Score -674455.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -674478.250000 Penalty: 4204.796387
	Iteration 23Q: 3 clusters Score -674478.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -674499.875000 Penalty: 4204.796387
	Iteration 24Q: 3 clusters Score -674499.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -674514.812500 Penalty: 4204.796387
	Iteration 25Q: 3 clusters Score -674514.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -674536.437500 Penalty: 4204.796387
	Iteration 26Q: 3 clusters Score -674536.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -674554.000000 Penalty: 4204.796387
	Iteration 27Q: 3 clusters Score -674554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -674565.187500 Penalty: 4204.796387
	Iteration 28Q: 3 clusters Score -674565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -674579.750000 Penalty: 4204.796387
	Iteration 29Q: 3 clusters Score -674579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -674598.187500 Penalty: 4204.796387
	Iteration 30Q: 3 clusters Score -674598.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -674611.562500 Penalty: 4204.796387
	Iteration 31Q: 3 clusters Score -674611.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -674623.000000 Penalty: 4204.796387
	Iteration 32Q: 3 clusters Score -674623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -674635.000000 Penalty: 4204.796387
	Iteration 33Q: 3 clusters Score -674635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -674644.437500 Penalty: 4204.796387
	Iteration 34Q: 3 clusters Score -674644.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -674650.562500 Penalty: 4204.796387
	Iteration 35Q: 3 clusters Score -674650.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -674659.000000 Penalty: 4204.796387
	Iteration 36Q: 3 clusters Score -674659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -674664.125000 Penalty: 4204.796387
	Iteration 37Q: 3 clusters Score -674664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -674667.000000 Penalty: 4204.796387
	Iteration 38Q: 3 clusters Score -674667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -674668.562500 Penalty: 4204.796387
	Iteration 39Q: 3 clusters Score -674668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -674673.062500 Penalty: 4204.796387
	Iteration 40F: 3 clusters Score -674673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -674676.312500 Penalty: 4204.796387
	Iteration 41Q: 3 clusters Score -674676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -674677.437500 Penalty: 4204.796387
	Iteration 42Q: 3 clusters Score -674677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -674679.187500 Penalty: 4204.796387
	Iteration 43Q: 3 clusters Score -674679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -674681.000000 Penalty: 4204.796387
	Iteration 44Q: 3 clusters Score -674681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -674681.000000 Penalty: 4204.796387
	Iteration 45F: 3 clusters Score -674681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (56883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Entering Unmasked Estep 
Score: -8424973.000000 Penalty: 2715.290283
	Iteration 0F: 2 clusters Score -8424973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -8386824.500000 Penalty: 5430.580566
	Iteration 0F: 3 clusters Score -8386824 nChanged 26309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -8401366.000000 Penalty: 5430.580566
	Iteration 1F: 3 clusters Score -8401366 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -8402036.000000 Penalty: 5430.580566
	Iteration 2Q: 3 clusters Score -8402036 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -8402738.000000 Penalty: 5430.580566
	Iteration 3Q: 3 clusters Score -8402738 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -8403690.000000 Penalty: 5430.580566
	Iteration 4Q: 3 clusters Score -8403690 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8404927.000000 Penalty: 5430.580566
	Iteration 5F: 3 clusters Score -8404927 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -8406687.000000 Penalty: 5430.580566
	Iteration 6F: 3 clusters Score -8406687 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -8409132.000000 Penalty: 5430.580566
	Iteration 7F: 3 clusters Score -8409132 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -8412044.000000 Penalty: 5430.580566
	Iteration 8F: 3 clusters Score -8412044 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -8415508.000000 Penalty: 5430.580566
	Iteration 9F: 3 clusters Score -8415508 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -8418801.000000 Penalty: 5430.580566
	Iteration 10Q: 3 clusters Score -8418801 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -8420500.000000 Penalty: 5430.580566
	Iteration 11Q: 3 clusters Score -8420500 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -8421143.000000 Penalty: 5430.580566
	Iteration 12Q: 3 clusters Score -8421143 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -8421421.000000 Penalty: 5430.580566
	Iteration 13Q: 3 clusters Score -8421421 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -8421560.000000 Penalty: 5430.580566
	Iteration 14Q: 3 clusters Score -8421560 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8421704.000000 Penalty: 5430.580566
	Iteration 15Q: 3 clusters Score -8421704 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -8421811.000000 Penalty: 5430.580566
	Iteration 16Q: 3 clusters Score -8421811 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8421901.000000 Penalty: 5430.580566
	Iteration 17Q: 3 clusters Score -8421901 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -8421956.000000 Penalty: 5430.580566
	Iteration 18Q: 3 clusters Score -8421956 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -8421983.000000 Penalty: 5430.580566
	Iteration 19Q: 3 clusters Score -8421983 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8422005.000000 Penalty: 5430.580566
	Iteration 20F: 3 clusters Score -8422005 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8422040.000000 Penalty: 5430.580566
	Iteration 21Q: 3 clusters Score -8422040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -8422062.000000 Penalty: 5430.580566
	Iteration 22Q: 3 clusters Score -8422062 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -8422084.000000 Penalty: 5430.580566
	Iteration 23Q: 3 clusters Score -8422084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8422112.000000 Penalty: 5430.580566
	Iteration 24Q: 3 clusters Score -8422112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -8422141.000000 Penalty: 5430.580566
	Iteration 25Q: 3 clusters Score -8422141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8422137.000000 Penalty: 5430.580566
	Iteration 26Q: 3 clusters Score -8422137 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -8422165.000000 Penalty: 5430.580566
	Iteration 27Q: 3 clusters Score -8422165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -8422209.000000 Penalty: 5430.580566
	Iteration 28Q: 3 clusters Score -8422209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8422215.000000 Penalty: 5430.580566
	Iteration 29Q: 3 clusters Score -8422215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8422240.000000 Penalty: 5430.580566
	Iteration 30Q: 3 clusters Score -8422240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8422251.000000 Penalty: 5430.580566
	Iteration 31Q: 3 clusters Score -8422251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8422245.000000 Penalty: 5430.580566
	Iteration 32Q: 3 clusters Score -8422245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8422267.000000 Penalty: 5430.580566
	Iteration 33Q: 3 clusters Score -8422267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -8422263.000000 Penalty: 5430.580566
	Iteration 34Q: 3 clusters Score -8422263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8422270.000000 Penalty: 5430.580566
	Iteration 35Q: 3 clusters Score -8422270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -8422279.000000 Penalty: 5430.580566
	Iteration 36Q: 3 clusters Score -8422279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8422289.000000 Penalty: 5430.580566
	Iteration 37Q: 3 clusters Score -8422289 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8422288.000000 Penalty: 5430.580566
	Iteration 38Q: 3 clusters Score -8422288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8422299.000000 Penalty: 5430.580566
	Iteration 39Q: 3 clusters Score -8422299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8422305.000000 Penalty: 5430.580566
	Iteration 40F: 3 clusters Score -8422305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8422326.000000 Penalty: 5430.580566
	Iteration 41Q: 3 clusters Score -8422326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8422335.000000 Penalty: 5430.580566
	Iteration 42Q: 3 clusters Score -8422335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8422340.000000 Penalty: 5430.580566
	Iteration 43Q: 3 clusters Score -8422340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8422347.000000 Penalty: 5430.580566
	Iteration 44Q: 3 clusters Score -8422347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8422358.000000 Penalty: 5430.580566
	Iteration 45Q: 3 clusters Score -8422358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -8422356.000000 Penalty: 5430.580566
	Iteration 46Q: 3 clusters Score -8422356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8422371.000000 Penalty: 5430.580566
	Iteration 47Q: 3 clusters Score -8422371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8422365.000000 Penalty: 5430.580566
	Iteration 48Q: 3 clusters Score -8422365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8422371.000000 Penalty: 5430.580566
	Iteration 49Q: 3 clusters Score -8422371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8422373.000000 Penalty: 5430.580566
	Iteration 50Q: 3 clusters Score -8422373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8422360.000000 Penalty: 5430.580566
	Iteration 51Q: 3 clusters Score -8422360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8422374.000000 Penalty: 5430.580566
	Iteration 52Q: 3 clusters Score -8422374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8422393.000000 Penalty: 5430.580566
	Iteration 53Q: 3 clusters Score -8422393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8422393.000000 Penalty: 5430.580566
	Iteration 54Q: 3 clusters Score -8422393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8422404.000000 Penalty: 5430.580566
	Iteration 55Q: 3 clusters Score -8422404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8422387.000000 Penalty: 5430.580566
	Iteration 56Q: 3 clusters Score -8422387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8422387.000000 Penalty: 5430.580566
	Iteration 57Q: 3 clusters Score -8422387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8422391.000000 Penalty: 5430.580566
	Iteration 58Q: 3 clusters Score -8422391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8422392.000000 Penalty: 5430.580566
	Iteration 59Q: 3 clusters Score -8422392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -8422399.000000 Penalty: 5430.580566
	Iteration 60F: 3 clusters Score -8422399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8422392.000000 Penalty: 5430.580566
	Iteration 61Q: 3 clusters Score -8422392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8422391.000000 Penalty: 5430.580566
	Iteration 62Q: 3 clusters Score -8422391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8422400.000000 Penalty: 5430.580566
	Iteration 63Q: 3 clusters Score -8422400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8422403.000000 Penalty: 5430.580566
	Iteration 64Q: 3 clusters Score -8422403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8422403.000000 Penalty: 5430.580566
	Iteration 65Q: 3 clusters Score -8422403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8422398.000000 Penalty: 5430.580566
	Iteration 66Q: 3 clusters Score -8422398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8422401.000000 Penalty: 5430.580566
	Iteration 67Q: 3 clusters Score -8422401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8422394.000000 Penalty: 5430.580566
	Iteration 68Q: 3 clusters Score -8422394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8422390.000000 Penalty: 5430.580566
	Iteration 69Q: 3 clusters Score -8422390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8422394.000000 Penalty: 5430.580566
	Iteration 70Q: 3 clusters Score -8422394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8422403.000000 Penalty: 5430.580566
	Iteration 71Q: 3 clusters Score -8422403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8422392.000000 Penalty: 5430.580566
	Iteration 72Q: 3 clusters Score -8422392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8422394.000000 Penalty: 5430.580566
	Iteration 73Q: 3 clusters Score -8422394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8422397.000000 Penalty: 5430.580566
	Iteration 74Q: 3 clusters Score -8422397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -8422402.000000 Penalty: 5430.580566
	Iteration 75Q: 3 clusters Score -8422402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8422407.000000 Penalty: 5430.580566
	Iteration 76Q: 3 clusters Score -8422407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8422412.000000 Penalty: 5430.580566
	Iteration 77Q: 3 clusters Score -8422412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8422408.000000 Penalty: 5430.580566
	Iteration 78Q: 3 clusters Score -8422408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8422406.000000 Penalty: 5430.580566
	Iteration 79Q: 3 clusters Score -8422406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8422408.000000 Penalty: 5430.580566
	Iteration 80F: 3 clusters Score -8422408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8422411.000000 Penalty: 5430.580566
	Iteration 81Q: 3 clusters Score -8422411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8422406.000000 Penalty: 5430.580566
	Iteration 82Q: 3 clusters Score -8422406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8422406.000000 Penalty: 5430.580566
	Iteration 83F: 3 clusters Score -8422406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -1169819.875000 Penalty: 2231.844482
	Iteration 0F: 2 clusters Score -1169820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1163454.375000 Penalty: 4463.688965
	Iteration 0F: 3 clusters Score -1163454 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1165211.125000 Penalty: 4463.688965
	Iteration 1F: 3 clusters Score -1165211 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1165723.375000 Penalty: 4463.688965
	Iteration 2F: 3 clusters Score -1165723 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1166466.625000 Penalty: 4463.688965
	Iteration 3F: 3 clusters Score -1166467 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1167801.625000 Penalty: 4463.688965
	Iteration 4F: 3 clusters Score -1167802 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1170093.250000 Penalty: 4463.688965
	Iteration 5F: 3 clusters Score -1170093 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1171779.375000 Penalty: 4463.688965
	Iteration 6F: 3 clusters Score -1171779 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1172237.500000 Penalty: 4463.688965
	Iteration 7Q: 3 clusters Score -1172238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1172311.625000 Penalty: 4463.688965
	Iteration 8Q: 3 clusters Score -1172312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1172328.000000 Penalty: 4463.688965
	Iteration 9Q: 3 clusters Score -1172328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1172338.875000 Penalty: 4463.688965
	Iteration 10Q: 3 clusters Score -1172339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1172349.500000 Penalty: 4463.688965
	Iteration 11Q: 3 clusters Score -1172350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1172352.750000 Penalty: 4463.688965
	Iteration 12Q: 3 clusters Score -1172353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1172354.500000 Penalty: 4463.688965
	Iteration 13Q: 3 clusters Score -1172354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1172357.625000 Penalty: 4463.688965
	Iteration 14Q: 3 clusters Score -1172358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1172359.625000 Penalty: 4463.688965
	Iteration 15Q: 3 clusters Score -1172360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1172359.250000 Penalty: 4463.688965
	Iteration 16Q: 3 clusters Score -1172359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1172363.000000 Penalty: 4463.688965
	Iteration 17Q: 3 clusters Score -1172363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1172363.875000 Penalty: 4463.688965
	Iteration 18Q: 3 clusters Score -1172364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1172363.125000 Penalty: 4463.688965
	Iteration 19Q: 3 clusters Score -1172363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1172364.875000 Penalty: 4463.688965
	Iteration 20F: 3 clusters Score -1172365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1172366.125000 Penalty: 4463.688965
	Iteration 21Q: 3 clusters Score -1172366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1172366.125000 Penalty: 4463.688965
	Iteration 22F: 3 clusters Score -1172366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67177 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24558 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 144344 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 56883 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 507 members 
Mstep: Class 32 contains 147063 members 
Mstep: Class 33 contains 2301 members 
Entering Unmasked Estep 
Score: -95449280.000000 Penalty: 109682.515625
Splitting cluster 29 changes total score from -95418904.000000 to -95449280.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -160923.203125 Penalty: 1782.913696
	Iteration 0F: 2 clusters Score -160923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158961.796875 Penalty: 3565.827393
	Iteration 0F: 3 clusters Score -158961.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160147.468750 Penalty: 3565.827393
	Iteration 1F: 3 clusters Score -160147.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -161009.390625 Penalty: 3565.827393
	Iteration 2F: 3 clusters Score -161009.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161587.281250 Penalty: 3565.827393
	Iteration 3F: 3 clusters Score -161587.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162066.312500 Penalty: 3565.827393
	Iteration 4F: 3 clusters Score -162066.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -162545.703125 Penalty: 3565.827393
	Iteration 5F: 3 clusters Score -162545.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -162822.421875 Penalty: 3565.827393
	Iteration 6F: 3 clusters Score -162822.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -162910.000000 Penalty: 3565.827393
	Iteration 7Q: 3 clusters Score -162910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -162944.921875 Penalty: 3565.827393
	Iteration 8Q: 3 clusters Score -162944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -162956.781250 Penalty: 3565.827393
	Iteration 9Q: 3 clusters Score -162956.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162969.640625 Penalty: 3565.827393
	Iteration 10Q: 3 clusters Score -162969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -162978.265625 Penalty: 3565.827393
	Iteration 11Q: 3 clusters Score -162978.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -162999.375000 Penalty: 3565.827393
	Iteration 12Q: 3 clusters Score -162999.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -163019.187500 Penalty: 3565.827393
	Iteration 13Q: 3 clusters Score -163019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -163022.109375 Penalty: 3565.827393
	Iteration 14Q: 3 clusters Score -163022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -163024.015625 Penalty: 3565.827393
	Iteration 15Q: 3 clusters Score -163024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -163025.421875 Penalty: 3565.827393
	Iteration 16Q: 3 clusters Score -163025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -163030.437500 Penalty: 3565.827393
	Iteration 17Q: 3 clusters Score -163030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -163033.218750 Penalty: 3565.827393
	Iteration 18Q: 3 clusters Score -163033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -163034.796875 Penalty: 3565.827393
	Iteration 19Q: 3 clusters Score -163034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -163034.796875 Penalty: 3565.827393
	Iteration 20F: 3 clusters Score -163034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67177 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24558 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 144344 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 56883 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 507 members 
Mstep: Class 32 contains 147063 members 
Mstep: Class 33 contains 2301 members 
Mstep: Class 34 contains 1008 members 
Entering Unmasked Estep 
Score: -95450040.000000 Penalty: 113006.234375
Splitting cluster 30 changes total score from -95418904.000000 to -95450040.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35859 members 
Mstep: Class 3 contains 67177 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24558 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 144344 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 56883 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95459512.000000 Penalty: 113006.234375
Iteration 79Q: 35 clusters Score -9.545951e+07 nChanged 14674
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35871 members 
Mstep: Class 3 contains 67114 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24830 members 
Mstep: Class 9 contains 9198 members 
Mstep: Class 10 contains 11079 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 12954 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 31548 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 1886 members 
Mstep: Class 19 contains 13686 members 
Mstep: Class 20 contains 30745 members 
Mstep: Class 21 contains 13524 members 
Mstep: Class 22 contains 6622 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 149419 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 5120 members 
Mstep: Class 28 contains 52534 members 
Mstep: Class 29 contains 6374 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 143825 members 
Mstep: Class 33 contains 2263 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95465888.000000 Penalty: 113006.234375
Iteration 80F: 35 clusters Score -9.546589e+07 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35812 members 
Mstep: Class 3 contains 65917 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18385 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24419 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 12970 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 5731 members 
Mstep: Class 15 contains 31507 members 
Mstep: Class 16 contains 3375 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 13263 members 
Mstep: Class 20 contains 28658 members 
Mstep: Class 21 contains 13537 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 151662 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 5175 members 
Mstep: Class 28 contains 50274 members 
Mstep: Class 29 contains 6630 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 148647 members 
Mstep: Class 33 contains 2279 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95467304.000000 Penalty: 113006.234375
Iteration 81Q: 35 clusters Score -9.54673e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35815 members 
Mstep: Class 3 contains 65215 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18392 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 24265 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 12977 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5697 members 
Mstep: Class 15 contains 31588 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 12984 members 
Mstep: Class 20 contains 27316 members 
Mstep: Class 21 contains 13590 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 153619 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 5217 members 
Mstep: Class 28 contains 48590 members 
Mstep: Class 29 contains 6770 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 151061 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468408.000000 Penalty: 113006.234375
Iteration 82Q: 35 clusters Score -9.546841e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35841 members 
Mstep: Class 3 contains 64759 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 18392 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 24157 members 
Mstep: Class 9 contains 9289 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 12986 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5683 members 
Mstep: Class 15 contains 31659 members 
Mstep: Class 16 contains 3413 members 
Mstep: Class 17 contains 1799 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12815 members 
Mstep: Class 20 contains 26367 members 
Mstep: Class 21 contains 13623 members 
Mstep: Class 22 contains 6519 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 155550 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 5236 members 
Mstep: Class 28 contains 47043 members 
Mstep: Class 29 contains 6847 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 152482 members 
Mstep: Class 33 contains 2295 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95468920.000000 Penalty: 113006.234375
Iteration 83Q: 35 clusters Score -9.546892e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 35888 members 
Mstep: Class 3 contains 64451 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 18402 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 24072 members 
Mstep: Class 9 contains 9310 members 
Mstep: Class 10 contains 9270 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 12 contains 13003 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 5692 members 
Mstep: Class 15 contains 31714 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12667 members 
Mstep: Class 20 contains 25629 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 6505 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 157481 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 5252 members 
Mstep: Class 28 contains 45653 members 
Mstep: Class 29 contains 6905 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 153201 members 
Mstep: Class 33 contains 2303 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469600.000000 Penalty: 113006.234375
Iteration 84Q: 35 clusters Score -9.54696e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35937 members 
Mstep: Class 3 contains 64241 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 24019 members 
Mstep: Class 9 contains 9330 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 13018 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 5691 members 
Mstep: Class 15 contains 31759 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12551 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 13649 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 159415 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 44502 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 153416 members 
Mstep: Class 33 contains 2312 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469744.000000 Penalty: 113006.234375
Iteration 85Q: 35 clusters Score -9.546974e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35982 members 
Mstep: Class 3 contains 64101 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 605 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 23991 members 
Mstep: Class 9 contains 9349 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 5688 members 
Mstep: Class 15 contains 31785 members 
Mstep: Class 16 contains 3440 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12460 members 
Mstep: Class 20 contains 24447 members 
Mstep: Class 21 contains 13652 members 
Mstep: Class 22 contains 6486 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 161471 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 43471 members 
Mstep: Class 29 contains 7005 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 153187 members 
Mstep: Class 33 contains 2322 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470048.000000 Penalty: 113006.234375
Iteration 86Q: 35 clusters Score -9.547005e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 36025 members 
Mstep: Class 3 contains 64015 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 23950 members 
Mstep: Class 9 contains 9366 members 
Mstep: Class 10 contains 8894 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 13036 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 5681 members 
Mstep: Class 15 contains 31810 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 13648 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 163711 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 5277 members 
Mstep: Class 28 contains 42546 members 
Mstep: Class 29 contains 7032 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 152503 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470288.000000 Penalty: 113006.234375
Iteration 87Q: 35 clusters Score -9.547029e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 36072 members 
Mstep: Class 3 contains 63961 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 18438 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 23913 members 
Mstep: Class 9 contains 9376 members 
Mstep: Class 10 contains 8831 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 13042 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 5675 members 
Mstep: Class 15 contains 31832 members 
Mstep: Class 16 contains 3456 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12281 members 
Mstep: Class 20 contains 23523 members 
Mstep: Class 21 contains 13661 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 165977 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1628 members 
Mstep: Class 27 contains 5282 members 
Mstep: Class 28 contains 41702 members 
Mstep: Class 29 contains 7057 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 151619 members 
Mstep: Class 33 contains 2333 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471168.000000 Penalty: 113006.234375
Iteration 88Q: 35 clusters Score -9.547117e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 36123 members 
Mstep: Class 3 contains 63918 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 18439 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 23879 members 
Mstep: Class 9 contains 9385 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 5683 members 
Mstep: Class 15 contains 31859 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12194 members 
Mstep: Class 20 contains 23155 members 
Mstep: Class 21 contains 13667 members 
Mstep: Class 22 contains 6486 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 168317 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 5267 members 
Mstep: Class 28 contains 40928 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 150525 members 
Mstep: Class 33 contains 2334 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471728.000000 Penalty: 113006.234375
Iteration 89Q: 35 clusters Score -9.547173e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 36174 members 
Mstep: Class 3 contains 63900 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 18440 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23828 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 8729 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 5686 members 
Mstep: Class 15 contains 31879 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12115 members 
Mstep: Class 20 contains 22821 members 
Mstep: Class 21 contains 13675 members 
Mstep: Class 22 contains 6493 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 170581 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 1638 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 40240 members 
Mstep: Class 29 contains 7071 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 149349 members 
Mstep: Class 33 contains 2334 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472000.000000 Penalty: 113006.234375
Iteration 90Q: 35 clusters Score -9.5472e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36223 members 
Mstep: Class 3 contains 63884 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18432 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23791 members 
Mstep: Class 9 contains 9419 members 
Mstep: Class 10 contains 8684 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 13070 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 5696 members 
Mstep: Class 15 contains 31900 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 12043 members 
Mstep: Class 20 contains 22509 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 6506 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 172751 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1641 members 
Mstep: Class 27 contains 5259 members 
Mstep: Class 28 contains 39632 members 
Mstep: Class 29 contains 7077 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 148115 members 
Mstep: Class 33 contains 2334 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472480.000000 Penalty: 113006.234375
Iteration 91Q: 35 clusters Score -9.547248e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36257 members 
Mstep: Class 3 contains 63884 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18431 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23751 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 8612 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 13074 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 5694 members 
Mstep: Class 15 contains 31927 members 
Mstep: Class 16 contains 3489 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11991 members 
Mstep: Class 20 contains 22262 members 
Mstep: Class 21 contains 13705 members 
Mstep: Class 22 contains 6501 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 174927 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 5254 members 
Mstep: Class 28 contains 39086 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 146807 members 
Mstep: Class 33 contains 2336 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472992.000000 Penalty: 113006.234375
Iteration 92Q: 35 clusters Score -9.547299e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36299 members 
Mstep: Class 3 contains 63881 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23708 members 
Mstep: Class 9 contains 9448 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 13083 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 5697 members 
Mstep: Class 15 contains 31945 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 22028 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 176969 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 5244 members 
Mstep: Class 28 contains 38574 members 
Mstep: Class 29 contains 7091 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 145544 members 
Mstep: Class 33 contains 2338 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473216.000000 Penalty: 113006.234375
Iteration 93Q: 35 clusters Score -9.547322e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36323 members 
Mstep: Class 3 contains 63885 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23682 members 
Mstep: Class 9 contains 9457 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 13092 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 5696 members 
Mstep: Class 15 contains 31958 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 21877 members 
Mstep: Class 21 contains 13735 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 178827 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 5243 members 
Mstep: Class 28 contains 38130 members 
Mstep: Class 29 contains 7095 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 144303 members 
Mstep: Class 33 contains 2340 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473656.000000 Penalty: 113006.234375
Iteration 94Q: 35 clusters Score -9.547366e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36339 members 
Mstep: Class 3 contains 63906 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18433 members 
Mstep: Class 6 contains 605 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23648 members 
Mstep: Class 9 contains 9458 members 
Mstep: Class 10 contains 8478 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 13101 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 5688 members 
Mstep: Class 15 contains 31969 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11888 members 
Mstep: Class 20 contains 21743 members 
Mstep: Class 21 contains 13751 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 180674 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1646 members 
Mstep: Class 27 contains 5230 members 
Mstep: Class 28 contains 37779 members 
Mstep: Class 29 contains 7095 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 142996 members 
Mstep: Class 33 contains 2344 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474120.000000 Penalty: 113006.234375
Iteration 95Q: 35 clusters Score -9.547412e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36364 members 
Mstep: Class 3 contains 63919 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18424 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23614 members 
Mstep: Class 9 contains 9469 members 
Mstep: Class 10 contains 8430 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 13108 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 14 contains 5688 members 
Mstep: Class 15 contains 31973 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11862 members 
Mstep: Class 20 contains 21604 members 
Mstep: Class 21 contains 13763 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 182411 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 37444 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 141771 members 
Mstep: Class 33 contains 2347 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474352.000000 Penalty: 113006.234375
Iteration 96Q: 35 clusters Score -9.547435e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36391 members 
Mstep: Class 3 contains 63947 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18427 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23576 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 8367 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 13117 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 14 contains 5680 members 
Mstep: Class 15 contains 31973 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 13778 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 184101 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 37149 members 
Mstep: Class 29 contains 7108 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 140587 members 
Mstep: Class 33 contains 2350 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474328.000000 Penalty: 113006.234375
Iteration 97Q: 35 clusters Score -9.547433e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36413 members 
Mstep: Class 3 contains 63973 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18430 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23555 members 
Mstep: Class 9 contains 9474 members 
Mstep: Class 10 contains 8310 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 13128 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 5672 members 
Mstep: Class 15 contains 31977 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11791 members 
Mstep: Class 20 contains 21247 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 6469 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 185657 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 5229 members 
Mstep: Class 28 contains 36856 members 
Mstep: Class 29 contains 7117 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 139564 members 
Mstep: Class 33 contains 2351 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474536.000000 Penalty: 113006.234375
Iteration 98Q: 35 clusters Score -9.547454e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36428 members 
Mstep: Class 3 contains 64020 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18432 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 9477 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 13137 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 5666 members 
Mstep: Class 15 contains 31989 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11770 members 
Mstep: Class 20 contains 21060 members 
Mstep: Class 21 contains 13778 members 
Mstep: Class 22 contains 6461 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 187023 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 5226 members 
Mstep: Class 28 contains 36592 members 
Mstep: Class 29 contains 7120 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 138649 members 
Mstep: Class 33 contains 2352 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474648.000000 Penalty: 113006.234375
Iteration 99Q: 35 clusters Score -9.547465e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36448 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23497 members 
Mstep: Class 9 contains 9474 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 13142 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 5649 members 
Mstep: Class 15 contains 32000 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11755 members 
Mstep: Class 20 contains 20902 members 
Mstep: Class 21 contains 13776 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 188166 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 5224 members 
Mstep: Class 28 contains 36392 members 
Mstep: Class 29 contains 7122 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 137867 members 
Mstep: Class 33 contains 2353 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474840.000000 Penalty: 113006.234375
Iteration 100F: 35 clusters Score -9.547484e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 36473 members 
Mstep: Class 3 contains 64105 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18450 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23469 members 
Mstep: Class 9 contains 9474 members 
Mstep: Class 10 contains 8214 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 32006 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11734 members 
Mstep: Class 20 contains 20754 members 
Mstep: Class 21 contains 13762 members 
Mstep: Class 22 contains 6450 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 189245 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 5225 members 
Mstep: Class 28 contains 36193 members 
Mstep: Class 29 contains 7124 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 137161 members 
Mstep: Class 33 contains 2354 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475256.000000 Penalty: 113006.234375
Iteration 101Q: 35 clusters Score -9.547526e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 36484 members 
Mstep: Class 3 contains 64144 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18455 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23430 members 
Mstep: Class 9 contains 9480 members 
Mstep: Class 10 contains 8181 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 13153 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 32012 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11725 members 
Mstep: Class 20 contains 20575 members 
Mstep: Class 21 contains 13770 members 
Mstep: Class 22 contains 6440 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 190161 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5236 members 
Mstep: Class 28 contains 36003 members 
Mstep: Class 29 contains 7130 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 136613 members 
Mstep: Class 33 contains 2355 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475512.000000 Penalty: 113006.234375
Iteration 102Q: 35 clusters Score -9.547551e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36495 members 
Mstep: Class 3 contains 64170 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23406 members 
Mstep: Class 9 contains 9487 members 
Mstep: Class 10 contains 8160 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 13156 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 32026 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11707 members 
Mstep: Class 20 contains 20415 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 190934 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5233 members 
Mstep: Class 28 contains 35852 members 
Mstep: Class 29 contains 7129 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 136175 members 
Mstep: Class 33 contains 2357 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476088.000000 Penalty: 113006.234375
Iteration 103Q: 35 clusters Score -9.547609e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36506 members 
Mstep: Class 3 contains 64196 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18463 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23379 members 
Mstep: Class 9 contains 9486 members 
Mstep: Class 10 contains 8124 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 13161 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 32044 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11693 members 
Mstep: Class 20 contains 20257 members 
Mstep: Class 21 contains 13752 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 191631 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 35711 members 
Mstep: Class 29 contains 7128 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135810 members 
Mstep: Class 33 contains 2359 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476248.000000 Penalty: 113006.234375
Iteration 104Q: 35 clusters Score -9.547625e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36512 members 
Mstep: Class 3 contains 64222 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18469 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23349 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 8111 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 13162 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 32055 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11686 members 
Mstep: Class 20 contains 20112 members 
Mstep: Class 21 contains 13746 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 192174 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5242 members 
Mstep: Class 28 contains 35584 members 
Mstep: Class 29 contains 7127 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135545 members 
Mstep: Class 33 contains 2362 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476448.000000 Penalty: 113006.234375
Iteration 105Q: 35 clusters Score -9.547645e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36515 members 
Mstep: Class 3 contains 64251 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23331 members 
Mstep: Class 9 contains 9484 members 
Mstep: Class 10 contains 8091 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 13169 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5596 members 
Mstep: Class 15 contains 32061 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11679 members 
Mstep: Class 20 contains 19984 members 
Mstep: Class 21 contains 13749 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 192650 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 35450 members 
Mstep: Class 29 contains 7128 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135324 members 
Mstep: Class 33 contains 2366 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 35 clusters Score -9.547673e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36519 members 
Mstep: Class 3 contains 64273 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23319 members 
Mstep: Class 9 contains 9483 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 13176 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11671 members 
Mstep: Class 20 contains 19867 members 
Mstep: Class 21 contains 13750 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 193096 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5252 members 
Mstep: Class 28 contains 35319 members 
Mstep: Class 29 contains 7132 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135131 members 
Mstep: Class 33 contains 2368 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
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Iteration 107Q: 35 clusters Score -9.547708e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 36530 members 
Mstep: Class 3 contains 64286 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18485 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23307 members 
Mstep: Class 9 contains 9487 members 
Mstep: Class 10 contains 8045 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 13181 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 32076 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11665 members 
Mstep: Class 20 contains 19751 members 
Mstep: Class 21 contains 13759 members 
Mstep: Class 22 contains 6401 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 193478 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5257 members 
Mstep: Class 28 contains 35198 members 
Mstep: Class 29 contains 7134 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 134996 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
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Iteration 108Q: 35 clusters Score -9.547732e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 36537 members 
Mstep: Class 3 contains 64300 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18486 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23293 members 
Mstep: Class 9 contains 9486 members 
Mstep: Class 10 contains 8022 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 13185 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 5560 members 
Mstep: Class 15 contains 32083 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11659 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 21 contains 13764 members 
Mstep: Class 22 contains 6396 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 193763 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5262 members 
Mstep: Class 28 contains 35074 members 
Mstep: Class 29 contains 7132 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 134942 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477472.000000 Penalty: 113006.234375
Iteration 109Q: 35 clusters Score -9.547747e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 36546 members 
Mstep: Class 3 contains 64312 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18485 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23289 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 8002 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 13186 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5548 members 
Mstep: Class 15 contains 32091 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11650 members 
Mstep: Class 20 contains 19582 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 6398 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 193963 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5264 members 
Mstep: Class 28 contains 34960 members 
Mstep: Class 29 contains 7135 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 134950 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477536.000000 Penalty: 113006.234375
Iteration 110Q: 35 clusters Score -9.547754e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36555 members 
Mstep: Class 3 contains 64331 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18486 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23288 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 13190 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 32090 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11644 members 
Mstep: Class 20 contains 19515 members 
Mstep: Class 21 contains 13763 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194129 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 34872 members 
Mstep: Class 29 contains 7135 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 134970 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477680.000000 Penalty: 113006.234375
Iteration 111Q: 35 clusters Score -9.547768e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36564 members 
Mstep: Class 3 contains 64343 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18485 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23283 members 
Mstep: Class 9 contains 9484 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 13193 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 32091 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11636 members 
Mstep: Class 20 contains 19441 members 
Mstep: Class 21 contains 13760 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194274 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5263 members 
Mstep: Class 28 contains 34774 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135027 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477704.000000 Penalty: 113006.234375
Iteration 112Q: 35 clusters Score -9.54777e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36571 members 
Mstep: Class 3 contains 64361 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18485 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23279 members 
Mstep: Class 9 contains 9484 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 13194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5497 members 
Mstep: Class 15 contains 32095 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11629 members 
Mstep: Class 20 contains 19377 members 
Mstep: Class 21 contains 13760 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194415 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 34681 members 
Mstep: Class 29 contains 7136 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135032 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477728.000000 Penalty: 113006.234375
Iteration 113Q: 35 clusters Score -9.547773e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36579 members 
Mstep: Class 3 contains 64382 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23270 members 
Mstep: Class 9 contains 9484 members 
Mstep: Class 10 contains 7970 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 13197 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5483 members 
Mstep: Class 15 contains 32098 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11625 members 
Mstep: Class 20 contains 19309 members 
Mstep: Class 21 contains 13760 members 
Mstep: Class 22 contains 6383 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194510 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5276 members 
Mstep: Class 28 contains 34599 members 
Mstep: Class 29 contains 7139 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135070 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477736.000000 Penalty: 113006.234375
Iteration 114Q: 35 clusters Score -9.547774e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36582 members 
Mstep: Class 3 contains 64388 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23262 members 
Mstep: Class 9 contains 9482 members 
Mstep: Class 10 contains 7966 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 13199 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 32103 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11619 members 
Mstep: Class 20 contains 19249 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 6378 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194587 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5279 members 
Mstep: Class 28 contains 34529 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135136 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477480.000000 Penalty: 113006.234375
Iteration 115Q: 35 clusters Score -9.547748e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36583 members 
Mstep: Class 3 contains 64403 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23257 members 
Mstep: Class 9 contains 9483 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 13204 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 32100 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11616 members 
Mstep: Class 20 contains 19176 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194664 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5276 members 
Mstep: Class 28 contains 34462 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135201 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477424.000000 Penalty: 113006.234375
Iteration 116Q: 35 clusters Score -9.547742e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36581 members 
Mstep: Class 3 contains 64403 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18491 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23251 members 
Mstep: Class 9 contains 9483 members 
Mstep: Class 10 contains 7957 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 15 contains 32103 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11617 members 
Mstep: Class 20 contains 19121 members 
Mstep: Class 21 contains 13770 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194677 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 5274 members 
Mstep: Class 28 contains 34410 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135316 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477408.000000 Penalty: 113006.234375
Iteration 117Q: 35 clusters Score -9.547741e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36579 members 
Mstep: Class 3 contains 64409 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18495 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 23248 members 
Mstep: Class 9 contains 9482 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 32103 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 19077 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194657 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1662 members 
Mstep: Class 27 contains 5274 members 
Mstep: Class 28 contains 34365 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135449 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477464.000000 Penalty: 113006.234375
Iteration 118Q: 35 clusters Score -9.547746e+07 nChanged 436
Entering ConstructFrom: 
Score: -95477464.000000 Penalty: 113006.234375
Entering ConstructFrom: 
Trying to split cluster 1 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -224702.656250 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -224702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -222344.906250 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -222344.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -223195.703125 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -223195.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -223714.609375 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -223714.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -224007.875000 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -224007.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -224199.500000 Penalty: 3681.793701
	Iteration 4F: 3 clusters Score -224199.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224330.859375 Penalty: 3681.793701
	Iteration 5Q: 3 clusters Score -224330.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224408.484375 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -224408.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -224457.984375 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -224458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -224486.328125 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -224486.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -224503.062500 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -224503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -224507.328125 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -224507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -224512.218750 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -224512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224517.796875 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -224517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224520.281250 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -224520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224520.281250 Penalty: 3681.793701
	Iteration 14F: 3 clusters Score -224520.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Entering Unmasked Estep 
Score: -5376483.500000 Penalty: 2605.799561
	Iteration 0F: 2 clusters Score -5376484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5351544.000000 Penalty: 5211.599121
	Iteration 0F: 3 clusters Score -5351544 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5360851.000000 Penalty: 5211.599121
	Iteration 1F: 3 clusters Score -5360851 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5361616.500000 Penalty: 5211.599121
	Iteration 2F: 3 clusters Score -5361616 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -5362470.500000 Penalty: 5211.599121
	Iteration 3F: 3 clusters Score -5362470 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5363448.000000 Penalty: 5211.599121
	Iteration 4F: 3 clusters Score -5363448 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5364597.000000 Penalty: 5211.599121
	Iteration 5F: 3 clusters Score -5364597 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5365853.000000 Penalty: 5211.599121
	Iteration 6F: 3 clusters Score -5365853 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -5367210.500000 Penalty: 5211.599121
	Iteration 7F: 3 clusters Score -5367210 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5368564.500000 Penalty: 5211.599121
	Iteration 8F: 3 clusters Score -5368564 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -5369897.000000 Penalty: 5211.599121
	Iteration 9F: 3 clusters Score -5369897 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5371139.500000 Penalty: 5211.599121
	Iteration 10Q: 3 clusters Score -5371140 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -5372181.500000 Penalty: 5211.599121
	Iteration 11Q: 3 clusters Score -5372182 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5372948.000000 Penalty: 5211.599121
	Iteration 12Q: 3 clusters Score -5372948 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5373483.500000 Penalty: 5211.599121
	Iteration 13Q: 3 clusters Score -5373484 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5373852.000000 Penalty: 5211.599121
	Iteration 14Q: 3 clusters Score -5373852 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5374061.500000 Penalty: 5211.599121
	Iteration 15Q: 3 clusters Score -5374062 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -5374191.500000 Penalty: 5211.599121
	Iteration 16Q: 3 clusters Score -5374192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5374276.500000 Penalty: 5211.599121
	Iteration 17Q: 3 clusters Score -5374276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5374346.500000 Penalty: 5211.599121
	Iteration 18Q: 3 clusters Score -5374346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -5374394.000000 Penalty: 5211.599121
	Iteration 19Q: 3 clusters Score -5374394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -5374402.000000 Penalty: 5211.599121
	Iteration 20F: 3 clusters Score -5374402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5374418.500000 Penalty: 5211.599121
	Iteration 21Q: 3 clusters Score -5374418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5374440.000000 Penalty: 5211.599121
	Iteration 22Q: 3 clusters Score -5374440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -5374446.000000 Penalty: 5211.599121
	Iteration 23Q: 3 clusters Score -5374446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5374456.000000 Penalty: 5211.599121
	Iteration 24Q: 3 clusters Score -5374456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5374461.000000 Penalty: 5211.599121
	Iteration 25Q: 3 clusters Score -5374461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -5374469.500000 Penalty: 5211.599121
	Iteration 26Q: 3 clusters Score -5374470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -5374475.000000 Penalty: 5211.599121
	Iteration 27Q: 3 clusters Score -5374475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -5374475.000000 Penalty: 5211.599121
	Iteration 28Q: 3 clusters Score -5374475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -5374475.000000 Penalty: 5211.599121
	Iteration 29F: 3 clusters Score -5374475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Entering Unmasked Estep 
Score: -9516564.000000 Penalty: 2746.133057
	Iteration 0F: 2 clusters Score -9516564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -9473160.000000 Penalty: 5492.266113
	Iteration 0F: 3 clusters Score -9473160 nChanged 30030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9490357.000000 Penalty: 5492.266113
	Iteration 1F: 3 clusters Score -9490357 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -9490997.000000 Penalty: 5492.266113
	Iteration 2Q: 3 clusters Score -9490997 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -9491631.000000 Penalty: 5492.266113
	Iteration 3Q: 3 clusters Score -9491631 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -9492282.000000 Penalty: 5492.266113
	Iteration 4Q: 3 clusters Score -9492282 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -9492941.000000 Penalty: 5492.266113
	Iteration 5Q: 3 clusters Score -9492941 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -9493801.000000 Penalty: 5492.266113
	Iteration 6Q: 3 clusters Score -9493801 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -9494800.000000 Penalty: 5492.266113
	Iteration 7Q: 3 clusters Score -9494800 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -9495827.000000 Penalty: 5492.266113
	Iteration 8Q: 3 clusters Score -9495827 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -9496836.000000 Penalty: 5492.266113
	Iteration 9Q: 3 clusters Score -9496836 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -9497836.000000 Penalty: 5492.266113
	Iteration 10Q: 3 clusters Score -9497836 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -9498734.000000 Penalty: 5492.266113
	Iteration 11Q: 3 clusters Score -9498734 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -9499701.000000 Penalty: 5492.266113
	Iteration 12Q: 3 clusters Score -9499701 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -9500614.000000 Penalty: 5492.266113
	Iteration 13Q: 3 clusters Score -9500614 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -9501518.000000 Penalty: 5492.266113
	Iteration 14Q: 3 clusters Score -9501518 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -9502454.000000 Penalty: 5492.266113
	Iteration 15Q: 3 clusters Score -9502454 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9503136.000000 Penalty: 5492.266113
	Iteration 16Q: 3 clusters Score -9503136 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -9503957.000000 Penalty: 5492.266113
	Iteration 17Q: 3 clusters Score -9503957 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -9504807.000000 Penalty: 5492.266113
	Iteration 18Q: 3 clusters Score -9504807 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -9505833.000000 Penalty: 5492.266113
	Iteration 19Q: 3 clusters Score -9505833 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -9506753.000000 Penalty: 5492.266113
	Iteration 20F: 3 clusters Score -9506753 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -9507449.000000 Penalty: 5492.266113
	Iteration 21Q: 3 clusters Score -9507449 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -9507975.000000 Penalty: 5492.266113
	Iteration 22Q: 3 clusters Score -9507975 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -9508362.000000 Penalty: 5492.266113
	Iteration 23Q: 3 clusters Score -9508362 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -9508626.000000 Penalty: 5492.266113
	Iteration 24Q: 3 clusters Score -9508626 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -9508852.000000 Penalty: 5492.266113
	Iteration 25Q: 3 clusters Score -9508852 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -9509107.000000 Penalty: 5492.266113
	Iteration 26Q: 3 clusters Score -9509107 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -9509401.000000 Penalty: 5492.266113
	Iteration 27Q: 3 clusters Score -9509401 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -9509693.000000 Penalty: 5492.266113
	Iteration 28Q: 3 clusters Score -9509693 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -9509972.000000 Penalty: 5492.266113
	Iteration 29Q: 3 clusters Score -9509972 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -9510210.000000 Penalty: 5492.266113
	Iteration 30Q: 3 clusters Score -9510210 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -9510507.000000 Penalty: 5492.266113
	Iteration 31Q: 3 clusters Score -9510507 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -9510852.000000 Penalty: 5492.266113
	Iteration 32Q: 3 clusters Score -9510852 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -9511205.000000 Penalty: 5492.266113
	Iteration 33Q: 3 clusters Score -9511205 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -9511517.000000 Penalty: 5492.266113
	Iteration 34Q: 3 clusters Score -9511517 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -9511853.000000 Penalty: 5492.266113
	Iteration 35Q: 3 clusters Score -9511853 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -9512177.000000 Penalty: 5492.266113
	Iteration 36Q: 3 clusters Score -9512177 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -9512417.000000 Penalty: 5492.266113
	Iteration 37Q: 3 clusters Score -9512417 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -9512662.000000 Penalty: 5492.266113
	Iteration 38Q: 3 clusters Score -9512662 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -9512927.000000 Penalty: 5492.266113
	Iteration 39Q: 3 clusters Score -9512927 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -9513090.000000 Penalty: 5492.266113
	Iteration 40F: 3 clusters Score -9513090 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9513197.000000 Penalty: 5492.266113
	Iteration 41Q: 3 clusters Score -9513197 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9513342.000000 Penalty: 5492.266113
	Iteration 42Q: 3 clusters Score -9513342 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -9513431.000000 Penalty: 5492.266113
	Iteration 43Q: 3 clusters Score -9513431 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -9513480.000000 Penalty: 5492.266113
	Iteration 44Q: 3 clusters Score -9513480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9513586.000000 Penalty: 5492.266113
	Iteration 45Q: 3 clusters Score -9513586 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9513654.000000 Penalty: 5492.266113
	Iteration 46Q: 3 clusters Score -9513654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9513710.000000 Penalty: 5492.266113
	Iteration 47Q: 3 clusters Score -9513710 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9513767.000000 Penalty: 5492.266113
	Iteration 48Q: 3 clusters Score -9513767 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9513807.000000 Penalty: 5492.266113
	Iteration 49Q: 3 clusters Score -9513807 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9513866.000000 Penalty: 5492.266113
	Iteration 50Q: 3 clusters Score -9513866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9513899.000000 Penalty: 5492.266113
	Iteration 51Q: 3 clusters Score -9513899 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9513919.000000 Penalty: 5492.266113
	Iteration 52Q: 3 clusters Score -9513919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9513955.000000 Penalty: 5492.266113
	Iteration 53Q: 3 clusters Score -9513955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9514002.000000 Penalty: 5492.266113
	Iteration 54Q: 3 clusters Score -9514002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9514021.000000 Penalty: 5492.266113
	Iteration 55Q: 3 clusters Score -9514021 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9514063.000000 Penalty: 5492.266113
	Iteration 56Q: 3 clusters Score -9514063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9514108.000000 Penalty: 5492.266113
	Iteration 57Q: 3 clusters Score -9514108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9514111.000000 Penalty: 5492.266113
	Iteration 58Q: 3 clusters Score -9514111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9514155.000000 Penalty: 5492.266113
	Iteration 59Q: 3 clusters Score -9514155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9514168.000000 Penalty: 5492.266113
	Iteration 60F: 3 clusters Score -9514168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9514190.000000 Penalty: 5492.266113
	Iteration 61Q: 3 clusters Score -9514190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9514189.000000 Penalty: 5492.266113
	Iteration 62Q: 3 clusters Score -9514189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9514198.000000 Penalty: 5492.266113
	Iteration 63Q: 3 clusters Score -9514198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9514220.000000 Penalty: 5492.266113
	Iteration 64Q: 3 clusters Score -9514220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9514223.000000 Penalty: 5492.266113
	Iteration 65Q: 3 clusters Score -9514223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9514239.000000 Penalty: 5492.266113
	Iteration 66Q: 3 clusters Score -9514239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9514250.000000 Penalty: 5492.266113
	Iteration 67Q: 3 clusters Score -9514250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9514262.000000 Penalty: 5492.266113
	Iteration 68Q: 3 clusters Score -9514262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9514268.000000 Penalty: 5492.266113
	Iteration 69Q: 3 clusters Score -9514268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9514272.000000 Penalty: 5492.266113
	Iteration 70Q: 3 clusters Score -9514272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9514276.000000 Penalty: 5492.266113
	Iteration 71Q: 3 clusters Score -9514276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9514281.000000 Penalty: 5492.266113
	Iteration 72Q: 3 clusters Score -9514281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9514293.000000 Penalty: 5492.266113
	Iteration 73Q: 3 clusters Score -9514293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9514292.000000 Penalty: 5492.266113
	Iteration 74Q: 3 clusters Score -9514292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9514299.000000 Penalty: 5492.266113
	Iteration 75Q: 3 clusters Score -9514299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9514306.000000 Penalty: 5492.266113
	Iteration 76Q: 3 clusters Score -9514306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9514304.000000 Penalty: 5492.266113
	Iteration 77Q: 3 clusters Score -9514304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9514306.000000 Penalty: 5492.266113
	Iteration 78Q: 3 clusters Score -9514306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9514309.000000 Penalty: 5492.266113
	Iteration 79Q: 3 clusters Score -9514309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9514300.000000 Penalty: 5492.266113
	Iteration 80F: 3 clusters Score -9514300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9514301.000000 Penalty: 5492.266113
	Iteration 81Q: 3 clusters Score -9514301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9514296.000000 Penalty: 5492.266113
	Iteration 82Q: 3 clusters Score -9514296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9514304.000000 Penalty: 5492.266113
	Iteration 83Q: 3 clusters Score -9514304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9514308.000000 Penalty: 5492.266113
	Iteration 84Q: 3 clusters Score -9514308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9514312.000000 Penalty: 5492.266113
	Iteration 85Q: 3 clusters Score -9514312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9514312.000000 Penalty: 5492.266113
	Iteration 86Q: 3 clusters Score -9514312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9514306.000000 Penalty: 5492.266113
	Iteration 87Q: 3 clusters Score -9514306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9514302.000000 Penalty: 5492.266113
	Iteration 88Q: 3 clusters Score -9514302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9514307.000000 Penalty: 5492.266113
	Iteration 89Q: 3 clusters Score -9514307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9514313.000000 Penalty: 5492.266113
	Iteration 90Q: 3 clusters Score -9514313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9514311.000000 Penalty: 5492.266113
	Iteration 91Q: 3 clusters Score -9514311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9514302.000000 Penalty: 5492.266113
	Iteration 92Q: 3 clusters Score -9514302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9514306.000000 Penalty: 5492.266113
	Iteration 93Q: 3 clusters Score -9514306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9514306.000000 Penalty: 5492.266113
	Iteration 94F: 3 clusters Score -9514306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -373785.843750 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -373785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -370833.750000 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -370833.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -371394.343750 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -371394.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -371519.875000 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -371519.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -371595.656250 Penalty: 3892.877686
	Iteration 3Q: 3 clusters Score -371595.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -371641.718750 Penalty: 3892.877686
	Iteration 4Q: 3 clusters Score -371641.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -371680.781250 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -371680.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -371707.968750 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -371708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -371737.812500 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -371737.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -371756.281250 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -371756.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -371771.687500 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -371771.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -371787.187500 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -371787.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -371798.468750 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -371798.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -371815.281250 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -371815.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -371827.031250 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -371827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -371839.625000 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -371839.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -371847.218750 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -371847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -371850.312500 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -371850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -371852.718750 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -371852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -371854.906250 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -371854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -371856.812500 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -371856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -371857.000000 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -371857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -371857.312500 Penalty: 3892.877686
	Iteration 21Q: 3 clusters Score -371857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -371858.562500 Penalty: 3892.877686
	Iteration 22Q: 3 clusters Score -371858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -371860.218750 Penalty: 3892.877686
	Iteration 23Q: 3 clusters Score -371860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -371861.937500 Penalty: 3892.877686
	Iteration 24Q: 3 clusters Score -371861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -371863.812500 Penalty: 3892.877686
	Iteration 25Q: 3 clusters Score -371863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -371865.031250 Penalty: 3892.877686
	Iteration 26Q: 3 clusters Score -371865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -371866.343750 Penalty: 3892.877686
	Iteration 27Q: 3 clusters Score -371866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -371867.375000 Penalty: 3892.877686
	Iteration 28Q: 3 clusters Score -371867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -371868.125000 Penalty: 3892.877686
	Iteration 29Q: 3 clusters Score -371868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -371868.125000 Penalty: 3892.877686
	Iteration 30F: 3 clusters Score -371868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Entering Unmasked Estep 
Score: -2548665.500000 Penalty: 2436.690186
	Iteration 0F: 2 clusters Score -2548666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2535568.750000 Penalty: 4873.380371
	Iteration 0F: 3 clusters Score -2535569 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2539905.500000 Penalty: 4873.380371
	Iteration 1F: 3 clusters Score -2539906 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2540357.750000 Penalty: 4873.380371
	Iteration 2F: 3 clusters Score -2540358 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2540791.500000 Penalty: 4873.380371
	Iteration 3F: 3 clusters Score -2540792 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2541236.750000 Penalty: 4873.380371
	Iteration 4Q: 3 clusters Score -2541237 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2541656.000000 Penalty: 4873.380371
	Iteration 5Q: 3 clusters Score -2541656 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2542129.500000 Penalty: 4873.380371
	Iteration 6Q: 3 clusters Score -2542130 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2542599.000000 Penalty: 4873.380371
	Iteration 7Q: 3 clusters Score -2542599 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2543050.000000 Penalty: 4873.380371
	Iteration 8Q: 3 clusters Score -2543050 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2543467.250000 Penalty: 4873.380371
	Iteration 9Q: 3 clusters Score -2543467 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2543854.500000 Penalty: 4873.380371
	Iteration 10Q: 3 clusters Score -2543854 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2544200.750000 Penalty: 4873.380371
	Iteration 11Q: 3 clusters Score -2544201 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2544456.250000 Penalty: 4873.380371
	Iteration 12Q: 3 clusters Score -2544456 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2544644.000000 Penalty: 4873.380371
	Iteration 13Q: 3 clusters Score -2544644 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2544763.250000 Penalty: 4873.380371
	Iteration 14Q: 3 clusters Score -2544763 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2544856.250000 Penalty: 4873.380371
	Iteration 15Q: 3 clusters Score -2544856 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2544932.500000 Penalty: 4873.380371
	Iteration 16Q: 3 clusters Score -2544932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2544991.250000 Penalty: 4873.380371
	Iteration 17Q: 3 clusters Score -2544991 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2545035.000000 Penalty: 4873.380371
	Iteration 18Q: 3 clusters Score -2545035 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2545069.000000 Penalty: 4873.380371
	Iteration 19Q: 3 clusters Score -2545069 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2545108.000000 Penalty: 4873.380371
	Iteration 20F: 3 clusters Score -2545108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2545127.500000 Penalty: 4873.380371
	Iteration 21Q: 3 clusters Score -2545128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2545160.250000 Penalty: 4873.380371
	Iteration 22Q: 3 clusters Score -2545160 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2545190.500000 Penalty: 4873.380371
	Iteration 23Q: 3 clusters Score -2545190 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2545212.250000 Penalty: 4873.380371
	Iteration 24Q: 3 clusters Score -2545212 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2545234.500000 Penalty: 4873.380371
	Iteration 25Q: 3 clusters Score -2545234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2545267.750000 Penalty: 4873.380371
	Iteration 26Q: 3 clusters Score -2545268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2545291.750000 Penalty: 4873.380371
	Iteration 27Q: 3 clusters Score -2545292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2545326.250000 Penalty: 4873.380371
	Iteration 28Q: 3 clusters Score -2545326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2545351.000000 Penalty: 4873.380371
	Iteration 29Q: 3 clusters Score -2545351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2545375.250000 Penalty: 4873.380371
	Iteration 30Q: 3 clusters Score -2545375 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2545407.000000 Penalty: 4873.380371
	Iteration 31Q: 3 clusters Score -2545407 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2545421.750000 Penalty: 4873.380371
	Iteration 32Q: 3 clusters Score -2545422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2545453.000000 Penalty: 4873.380371
	Iteration 33Q: 3 clusters Score -2545453 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2545496.000000 Penalty: 4873.380371
	Iteration 34Q: 3 clusters Score -2545496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2545523.750000 Penalty: 4873.380371
	Iteration 35Q: 3 clusters Score -2545524 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2545575.750000 Penalty: 4873.380371
	Iteration 36Q: 3 clusters Score -2545576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2545609.000000 Penalty: 4873.380371
	Iteration 37Q: 3 clusters Score -2545609 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2545647.750000 Penalty: 4873.380371
	Iteration 38Q: 3 clusters Score -2545648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2545692.000000 Penalty: 4873.380371
	Iteration 39Q: 3 clusters Score -2545692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2545732.500000 Penalty: 4873.380371
	Iteration 40F: 3 clusters Score -2545732 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2545773.750000 Penalty: 4873.380371
	Iteration 41Q: 3 clusters Score -2545774 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2545808.750000 Penalty: 4873.380371
	Iteration 42Q: 3 clusters Score -2545809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2545848.250000 Penalty: 4873.380371
	Iteration 43Q: 3 clusters Score -2545848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2545895.500000 Penalty: 4873.380371
	Iteration 44Q: 3 clusters Score -2545896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2545933.000000 Penalty: 4873.380371
	Iteration 45Q: 3 clusters Score -2545933 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2545973.500000 Penalty: 4873.380371
	Iteration 46Q: 3 clusters Score -2545974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2546005.750000 Penalty: 4873.380371
	Iteration 47Q: 3 clusters Score -2546006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2546058.250000 Penalty: 4873.380371
	Iteration 48Q: 3 clusters Score -2546058 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2546093.500000 Penalty: 4873.380371
	Iteration 49Q: 3 clusters Score -2546094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2546127.750000 Penalty: 4873.380371
	Iteration 50Q: 3 clusters Score -2546128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2546160.000000 Penalty: 4873.380371
	Iteration 51Q: 3 clusters Score -2546160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2546183.500000 Penalty: 4873.380371
	Iteration 52Q: 3 clusters Score -2546184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2546203.250000 Penalty: 4873.380371
	Iteration 53Q: 3 clusters Score -2546203 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2546228.750000 Penalty: 4873.380371
	Iteration 54Q: 3 clusters Score -2546229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2546251.750000 Penalty: 4873.380371
	Iteration 55Q: 3 clusters Score -2546252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2546275.750000 Penalty: 4873.380371
	Iteration 56Q: 3 clusters Score -2546276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2546296.500000 Penalty: 4873.380371
	Iteration 57Q: 3 clusters Score -2546296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2546322.000000 Penalty: 4873.380371
	Iteration 58Q: 3 clusters Score -2546322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2546347.750000 Penalty: 4873.380371
	Iteration 59Q: 3 clusters Score -2546348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2546370.250000 Penalty: 4873.380371
	Iteration 60F: 3 clusters Score -2546370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2546388.250000 Penalty: 4873.380371
	Iteration 61Q: 3 clusters Score -2546388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2546410.250000 Penalty: 4873.380371
	Iteration 62Q: 3 clusters Score -2546410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2546431.500000 Penalty: 4873.380371
	Iteration 63Q: 3 clusters Score -2546432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2546448.000000 Penalty: 4873.380371
	Iteration 64Q: 3 clusters Score -2546448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2546462.000000 Penalty: 4873.380371
	Iteration 65Q: 3 clusters Score -2546462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2546485.000000 Penalty: 4873.380371
	Iteration 66Q: 3 clusters Score -2546485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2546509.750000 Penalty: 4873.380371
	Iteration 67Q: 3 clusters Score -2546510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2546527.500000 Penalty: 4873.380371
	Iteration 68Q: 3 clusters Score -2546528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2546539.250000 Penalty: 4873.380371
	Iteration 69Q: 3 clusters Score -2546539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2546550.500000 Penalty: 4873.380371
	Iteration 70Q: 3 clusters Score -2546550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2546559.250000 Penalty: 4873.380371
	Iteration 71Q: 3 clusters Score -2546559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2546570.750000 Penalty: 4873.380371
	Iteration 72Q: 3 clusters Score -2546571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2546584.000000 Penalty: 4873.380371
	Iteration 73Q: 3 clusters Score -2546584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2546586.000000 Penalty: 4873.380371
	Iteration 74Q: 3 clusters Score -2546586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2546590.500000 Penalty: 4873.380371
	Iteration 75Q: 3 clusters Score -2546590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2546590.750000 Penalty: 4873.380371
	Iteration 76Q: 3 clusters Score -2546591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2546599.750000 Penalty: 4873.380371
	Iteration 77Q: 3 clusters Score -2546600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2546600.750000 Penalty: 4873.380371
	Iteration 78Q: 3 clusters Score -2546601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2546609.250000 Penalty: 4873.380371
	Iteration 79Q: 3 clusters Score -2546609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2546614.000000 Penalty: 4873.380371
	Iteration 80F: 3 clusters Score -2546614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2546623.250000 Penalty: 4873.380371
	Iteration 81Q: 3 clusters Score -2546623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2546620.500000 Penalty: 4873.380371
	Iteration 82Q: 3 clusters Score -2546620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2546620.750000 Penalty: 4873.380371
	Iteration 83Q: 3 clusters Score -2546621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2546620.000000 Penalty: 4873.380371
	Iteration 84Q: 3 clusters Score -2546620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2546619.750000 Penalty: 4873.380371
	Iteration 85Q: 3 clusters Score -2546620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2546619.750000 Penalty: 4873.380371
	Iteration 86F: 3 clusters Score -2546620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -70285.851562 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -70285.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68672.078125 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -68672.08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68980.789062 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -68980.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69223.640625 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -69223.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69330.617188 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -69330.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69397.960938 Penalty: 3178.630371
	Iteration 4F: 3 clusters Score -69397.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69478.257812 Penalty: 3178.630371
	Iteration 5F: 3 clusters Score -69478.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69517.945312 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -69517.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -69537.664062 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -69537.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69556.500000 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -69556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69565.781250 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -69565.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69571.234375 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -69571.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69571.953125 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -69571.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69571.953125 Penalty: 3178.630371
	Iteration 12F: 3 clusters Score -69571.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -41205.140625 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -41205.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39859.730469 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -39859.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40070.632812 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -40070.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40222.898438 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -40222.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40300.550781 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -40300.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40353.597656 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -40353.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40393.156250 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -40393.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40420.003906 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -40420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40440.097656 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -40440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40464.488281 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -40464.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40493.199219 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -40493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40522.882812 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -40522.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40564.683594 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -40564.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40581.964844 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -40581.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40593.507812 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -40593.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40602.121094 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -40602.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40631.179688 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -40631.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40642.460938 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -40642.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40677.386719 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -40677.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40699.097656 Penalty: 3006.482422
	Iteration 18Q: 3 clusters Score -40699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40726.972656 Penalty: 3006.482422
	Iteration 19Q: 3 clusters Score -40726.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40780.902344 Penalty: 3006.482422
	Iteration 20F: 3 clusters Score -40780.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40918.261719 Penalty: 3006.482422
	Iteration 21Q: 3 clusters Score -40918.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40960.875000 Penalty: 3006.482422
	Iteration 22Q: 3 clusters Score -40960.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40960.875000 Penalty: 3006.482422
	Iteration 23F: 3 clusters Score -40960.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Entering Unmasked Estep 
Score: -3400575.250000 Penalty: 2493.343018
	Iteration 0F: 2 clusters Score -3400575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3384362.000000 Penalty: 4986.686035
	Iteration 0F: 3 clusters Score -3384362 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3389976.000000 Penalty: 4986.686035
	Iteration 1F: 3 clusters Score -3389976 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3390419.000000 Penalty: 4986.686035
	Iteration 2F: 3 clusters Score -3390419 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3390761.500000 Penalty: 4986.686035
	Iteration 3Q: 3 clusters Score -3390762 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3391141.250000 Penalty: 4986.686035
	Iteration 4Q: 3 clusters Score -3391141 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3391504.000000 Penalty: 4986.686035
	Iteration 5Q: 3 clusters Score -3391504 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3391886.250000 Penalty: 4986.686035
	Iteration 6Q: 3 clusters Score -3391886 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3392341.000000 Penalty: 4986.686035
	Iteration 7Q: 3 clusters Score -3392341 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3392952.000000 Penalty: 4986.686035
	Iteration 8Q: 3 clusters Score -3392952 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3393624.000000 Penalty: 4986.686035
	Iteration 9Q: 3 clusters Score -3393624 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3394394.750000 Penalty: 4986.686035
	Iteration 10F: 3 clusters Score -3394395 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3395278.500000 Penalty: 4986.686035
	Iteration 11F: 3 clusters Score -3395278 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3396190.750000 Penalty: 4986.686035
	Iteration 12F: 3 clusters Score -3396191 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3397115.250000 Penalty: 4986.686035
	Iteration 13Q: 3 clusters Score -3397115 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3397946.500000 Penalty: 4986.686035
	Iteration 14Q: 3 clusters Score -3397946 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3398575.000000 Penalty: 4986.686035
	Iteration 15Q: 3 clusters Score -3398575 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3399033.000000 Penalty: 4986.686035
	Iteration 16Q: 3 clusters Score -3399033 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3399413.750000 Penalty: 4986.686035
	Iteration 17Q: 3 clusters Score -3399414 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3399881.000000 Penalty: 4986.686035
	Iteration 18Q: 3 clusters Score -3399881 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3400739.250000 Penalty: 4986.686035
	Iteration 19Q: 3 clusters Score -3400739 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3402427.500000 Penalty: 4986.686035
	Iteration 20F: 3 clusters Score -3402428 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3403696.250000 Penalty: 4986.686035
	Iteration 21Q: 3 clusters Score -3403696 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3403972.250000 Penalty: 4986.686035
	Iteration 22Q: 3 clusters Score -3403972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3404035.250000 Penalty: 4986.686035
	Iteration 23Q: 3 clusters Score -3404035 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3404041.750000 Penalty: 4986.686035
	Iteration 24Q: 3 clusters Score -3404042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3404039.500000 Penalty: 4986.686035
	Iteration 25Q: 3 clusters Score -3404040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3404043.750000 Penalty: 4986.686035
	Iteration 26Q: 3 clusters Score -3404044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3404063.750000 Penalty: 4986.686035
	Iteration 27Q: 3 clusters Score -3404064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3404058.250000 Penalty: 4986.686035
	Iteration 28Q: 3 clusters Score -3404058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3404060.000000 Penalty: 4986.686035
	Iteration 29Q: 3 clusters Score -3404060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3404061.750000 Penalty: 4986.686035
	Iteration 30Q: 3 clusters Score -3404062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3404061.500000 Penalty: 4986.686035
	Iteration 31Q: 3 clusters Score -3404062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3404061.500000 Penalty: 4986.686035
	Iteration 32F: 3 clusters Score -3404062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36580 members 
Mstep: Class 3 contains 64416 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18497 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 32097 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 194629 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34299 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135584 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 11454 members 
Entering Unmasked Estep 
Score: -95480000.000000 Penalty: 116329.945312
Splitting cluster 8 changes total score from -95477464.000000 to -95480000.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (9485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Entering Unmasked Estep 
Score: -1371883.750000 Penalty: 2271.051758
	Iteration 0F: 2 clusters Score -1371884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1364515.625000 Penalty: 4542.103516
	Iteration 0F: 3 clusters Score -1364516 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1366636.500000 Penalty: 4542.103516
	Iteration 1F: 3 clusters Score -1366636 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1366983.500000 Penalty: 4542.103516
	Iteration 2F: 3 clusters Score -1366984 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1367265.125000 Penalty: 4542.103516
	Iteration 3F: 3 clusters Score -1367265 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1367509.500000 Penalty: 4542.103516
	Iteration 4Q: 3 clusters Score -1367510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1367756.625000 Penalty: 4542.103516
	Iteration 5Q: 3 clusters Score -1367757 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1367981.125000 Penalty: 4542.103516
	Iteration 6Q: 3 clusters Score -1367981 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1368209.125000 Penalty: 4542.103516
	Iteration 7Q: 3 clusters Score -1368209 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1368418.250000 Penalty: 4542.103516
	Iteration 8Q: 3 clusters Score -1368418 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1368634.500000 Penalty: 4542.103516
	Iteration 9Q: 3 clusters Score -1368634 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1368823.125000 Penalty: 4542.103516
	Iteration 10Q: 3 clusters Score -1368823 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1368979.000000 Penalty: 4542.103516
	Iteration 11Q: 3 clusters Score -1368979 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1369130.000000 Penalty: 4542.103516
	Iteration 12Q: 3 clusters Score -1369130 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1369269.375000 Penalty: 4542.103516
	Iteration 13Q: 3 clusters Score -1369269 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1369395.500000 Penalty: 4542.103516
	Iteration 14Q: 3 clusters Score -1369396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1369503.625000 Penalty: 4542.103516
	Iteration 15Q: 3 clusters Score -1369504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1369578.750000 Penalty: 4542.103516
	Iteration 16Q: 3 clusters Score -1369579 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1369630.375000 Penalty: 4542.103516
	Iteration 17Q: 3 clusters Score -1369630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1369669.000000 Penalty: 4542.103516
	Iteration 18Q: 3 clusters Score -1369669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1369709.875000 Penalty: 4542.103516
	Iteration 19Q: 3 clusters Score -1369710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1369744.500000 Penalty: 4542.103516
	Iteration 20F: 3 clusters Score -1369744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1369776.625000 Penalty: 4542.103516
	Iteration 21Q: 3 clusters Score -1369777 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1369806.250000 Penalty: 4542.103516
	Iteration 22Q: 3 clusters Score -1369806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1369828.625000 Penalty: 4542.103516
	Iteration 23Q: 3 clusters Score -1369829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1369839.375000 Penalty: 4542.103516
	Iteration 24Q: 3 clusters Score -1369839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1369855.875000 Penalty: 4542.103516
	Iteration 25Q: 3 clusters Score -1369856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1369871.625000 Penalty: 4542.103516
	Iteration 26Q: 3 clusters Score -1369872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1369887.000000 Penalty: 4542.103516
	Iteration 27Q: 3 clusters Score -1369887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1369907.750000 Penalty: 4542.103516
	Iteration 28Q: 3 clusters Score -1369908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1369924.625000 Penalty: 4542.103516
	Iteration 29Q: 3 clusters Score -1369925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1369940.375000 Penalty: 4542.103516
	Iteration 30Q: 3 clusters Score -1369940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1369950.500000 Penalty: 4542.103516
	Iteration 31Q: 3 clusters Score -1369950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1369961.375000 Penalty: 4542.103516
	Iteration 32Q: 3 clusters Score -1369961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1369966.375000 Penalty: 4542.103516
	Iteration 33Q: 3 clusters Score -1369966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1369969.750000 Penalty: 4542.103516
	Iteration 34Q: 3 clusters Score -1369970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1369977.625000 Penalty: 4542.103516
	Iteration 35Q: 3 clusters Score -1369978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1369980.375000 Penalty: 4542.103516
	Iteration 36Q: 3 clusters Score -1369980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1369985.625000 Penalty: 4542.103516
	Iteration 37Q: 3 clusters Score -1369986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1369985.750000 Penalty: 4542.103516
	Iteration 38Q: 3 clusters Score -1369986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1369986.875000 Penalty: 4542.103516
	Iteration 39Q: 3 clusters Score -1369987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1369988.000000 Penalty: 4542.103516
	Iteration 40F: 3 clusters Score -1369988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1369985.500000 Penalty: 4542.103516
	Iteration 41Q: 3 clusters Score -1369986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1369985.500000 Penalty: 4542.103516
	Iteration 42F: 3 clusters Score -1369986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1205232.125000 Penalty: 2226.895264
	Iteration 0F: 2 clusters Score -1205232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1198873.125000 Penalty: 4453.790527
	Iteration 0F: 3 clusters Score -1198873 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1200598.500000 Penalty: 4453.790527
	Iteration 1F: 3 clusters Score -1200598 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1200787.625000 Penalty: 4453.790527
	Iteration 2F: 3 clusters Score -1200788 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1200918.000000 Penalty: 4453.790527
	Iteration 3Q: 3 clusters Score -1200918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1201006.875000 Penalty: 4453.790527
	Iteration 4Q: 3 clusters Score -1201007 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1201081.750000 Penalty: 4453.790527
	Iteration 5Q: 3 clusters Score -1201082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1201143.125000 Penalty: 4453.790527
	Iteration 6Q: 3 clusters Score -1201143 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1201201.000000 Penalty: 4453.790527
	Iteration 7Q: 3 clusters Score -1201201 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1201264.250000 Penalty: 4453.790527
	Iteration 8Q: 3 clusters Score -1201264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1201329.250000 Penalty: 4453.790527
	Iteration 9Q: 3 clusters Score -1201329 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1201402.625000 Penalty: 4453.790527
	Iteration 10Q: 3 clusters Score -1201403 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1201474.750000 Penalty: 4453.790527
	Iteration 11Q: 3 clusters Score -1201475 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1201551.375000 Penalty: 4453.790527
	Iteration 12Q: 3 clusters Score -1201551 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1201635.000000 Penalty: 4453.790527
	Iteration 13Q: 3 clusters Score -1201635 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1201713.750000 Penalty: 4453.790527
	Iteration 14Q: 3 clusters Score -1201714 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1201814.625000 Penalty: 4453.790527
	Iteration 15Q: 3 clusters Score -1201815 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1201928.000000 Penalty: 4453.790527
	Iteration 16Q: 3 clusters Score -1201928 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1202071.125000 Penalty: 4453.790527
	Iteration 17Q: 3 clusters Score -1202071 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1202241.750000 Penalty: 4453.790527
	Iteration 18Q: 3 clusters Score -1202242 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1202397.625000 Penalty: 4453.790527
	Iteration 19Q: 3 clusters Score -1202398 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1202553.875000 Penalty: 4453.790527
	Iteration 20F: 3 clusters Score -1202554 nChanged 172
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: -1202705.625000 Penalty: 4453.790527
	Iteration 21Q: 3 clusters Score -1202706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1202836.375000 Penalty: 4453.790527
	Iteration 22Q: 3 clusters Score -1202836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1202935.500000 Penalty: 4453.790527
	Iteration 23Q: 3 clusters Score -1202936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1203021.125000 Penalty: 4453.790527
	Iteration 24Q: 3 clusters Score -1203021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1203082.750000 Penalty: 4453.790527
	Iteration 25Q: 3 clusters Score -1203083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1203133.250000 Penalty: 4453.790527
	Iteration 26Q: 3 clusters Score -1203133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1203169.250000 Penalty: 4453.790527
	Iteration 27Q: 3 clusters Score -1203169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1203196.875000 Penalty: 4453.790527
	Iteration 28Q: 3 clusters Score -1203197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1203214.125000 Penalty: 4453.790527
	Iteration 29Q: 3 clusters Score -1203214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1203227.125000 Penalty: 4453.790527
	Iteration 30Q: 3 clusters Score -1203227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1203237.250000 Penalty: 4453.790527
	Iteration 31Q: 3 clusters Score -1203237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1203241.125000 Penalty: 4453.790527
	Iteration 32Q: 3 clusters Score -1203241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1203239.375000 Penalty: 4453.790527
	Iteration 33Q: 3 clusters Score -1203239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1203242.000000 Penalty: 4453.790527
	Iteration 34Q: 3 clusters Score -1203242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1203242.000000 Penalty: 4453.790527
	Iteration 35F: 3 clusters Score -1203242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -329747.750000 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -329747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -326923.375000 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -326923.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -327465.437500 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -327465.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -327627.937500 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -327627.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -327751.343750 Penalty: 3828.247314
	Iteration 3F: 3 clusters Score -327751.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -327833.656250 Penalty: 3828.247314
	Iteration 4Q: 3 clusters Score -327833.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -327908.781250 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -327908.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -328006.125000 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -328006.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -328118.593750 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -328118.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -328253.843750 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -328253.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -328325.937500 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -328325.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -328373.312500 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -328373.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -328395.312500 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -328395.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -328411.500000 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -328411.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -328426.218750 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -328426.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -328439.250000 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -328439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -328449.843750 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -328449.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -328461.000000 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -328461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -328480.125000 Penalty: 3828.247314
	Iteration 17Q: 3 clusters Score -328480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -328495.718750 Penalty: 3828.247314
	Iteration 18Q: 3 clusters Score -328495.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -328517.937500 Penalty: 3828.247314
	Iteration 19Q: 3 clusters Score -328517.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -328537.218750 Penalty: 3828.247314
	Iteration 20F: 3 clusters Score -328537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328544.000000 Penalty: 3828.247314
	Iteration 21Q: 3 clusters Score -328544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -328554.281250 Penalty: 3828.247314
	Iteration 22Q: 3 clusters Score -328554.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328559.281250 Penalty: 3828.247314
	Iteration 23Q: 3 clusters Score -328559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328562.687500 Penalty: 3828.247314
	Iteration 24Q: 3 clusters Score -328562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -328563.312500 Penalty: 3828.247314
	Iteration 25Q: 3 clusters Score -328563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328564.406250 Penalty: 3828.247314
	Iteration 26Q: 3 clusters Score -328564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -328564.750000 Penalty: 3828.247314
	Iteration 27Q: 3 clusters Score -328564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328564.281250 Penalty: 3828.247314
	Iteration 28Q: 3 clusters Score -328564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -328564.281250 Penalty: 3828.247314
	Iteration 29F: 3 clusters Score -328564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -1676600.500000 Penalty: 2353.148682
	Iteration 0F: 2 clusters Score -1676600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1666979.250000 Penalty: 4706.297363
	Iteration 0F: 3 clusters Score -1666979 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1670074.250000 Penalty: 4706.297363
	Iteration 1F: 3 clusters Score -1670074 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1670703.750000 Penalty: 4706.297363
	Iteration 2F: 3 clusters Score -1670704 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1671306.125000 Penalty: 4706.297363
	Iteration 3F: 3 clusters Score -1671306 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1671841.000000 Penalty: 4706.297363
	Iteration 4F: 3 clusters Score -1671841 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1672276.500000 Penalty: 4706.297363
	Iteration 5F: 3 clusters Score -1672276 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1672638.875000 Penalty: 4706.297363
	Iteration 6F: 3 clusters Score -1672639 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1672937.875000 Penalty: 4706.297363
	Iteration 7Q: 3 clusters Score -1672938 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1673153.125000 Penalty: 4706.297363
	Iteration 8Q: 3 clusters Score -1673153 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1673327.625000 Penalty: 4706.297363
	Iteration 9Q: 3 clusters Score -1673328 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1673470.125000 Penalty: 4706.297363
	Iteration 10Q: 3 clusters Score -1673470 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1673589.875000 Penalty: 4706.297363
	Iteration 11Q: 3 clusters Score -1673590 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1673701.000000 Penalty: 4706.297363
	Iteration 12Q: 3 clusters Score -1673701 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1673811.625000 Penalty: 4706.297363
	Iteration 13Q: 3 clusters Score -1673812 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1673903.375000 Penalty: 4706.297363
	Iteration 14Q: 3 clusters Score -1673903 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1674007.625000 Penalty: 4706.297363
	Iteration 15Q: 3 clusters Score -1674008 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1674092.375000 Penalty: 4706.297363
	Iteration 16Q: 3 clusters Score -1674092 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1674156.125000 Penalty: 4706.297363
	Iteration 17Q: 3 clusters Score -1674156 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1674226.500000 Penalty: 4706.297363
	Iteration 18Q: 3 clusters Score -1674226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1674280.750000 Penalty: 4706.297363
	Iteration 19Q: 3 clusters Score -1674281 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1674332.000000 Penalty: 4706.297363
	Iteration 20F: 3 clusters Score -1674332 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1674384.750000 Penalty: 4706.297363
	Iteration 21Q: 3 clusters Score -1674385 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1674428.125000 Penalty: 4706.297363
	Iteration 22Q: 3 clusters Score -1674428 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1674477.625000 Penalty: 4706.297363
	Iteration 23Q: 3 clusters Score -1674478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1674522.375000 Penalty: 4706.297363
	Iteration 24Q: 3 clusters Score -1674522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1674562.750000 Penalty: 4706.297363
	Iteration 25Q: 3 clusters Score -1674563 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1674594.500000 Penalty: 4706.297363
	Iteration 26Q: 3 clusters Score -1674594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1674634.625000 Penalty: 4706.297363
	Iteration 27Q: 3 clusters Score -1674635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1674670.125000 Penalty: 4706.297363
	Iteration 28Q: 3 clusters Score -1674670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1674691.500000 Penalty: 4706.297363
	Iteration 29Q: 3 clusters Score -1674692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1674722.750000 Penalty: 4706.297363
	Iteration 30Q: 3 clusters Score -1674723 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1674746.500000 Penalty: 4706.297363
	Iteration 31Q: 3 clusters Score -1674746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1674762.000000 Penalty: 4706.297363
	Iteration 32Q: 3 clusters Score -1674762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1674771.125000 Penalty: 4706.297363
	Iteration 33Q: 3 clusters Score -1674771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1674781.125000 Penalty: 4706.297363
	Iteration 34Q: 3 clusters Score -1674781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1674795.500000 Penalty: 4706.297363
	Iteration 35Q: 3 clusters Score -1674796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1674805.500000 Penalty: 4706.297363
	Iteration 36Q: 3 clusters Score -1674806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1674808.750000 Penalty: 4706.297363
	Iteration 37Q: 3 clusters Score -1674809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1674820.625000 Penalty: 4706.297363
	Iteration 38Q: 3 clusters Score -1674821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1674816.250000 Penalty: 4706.297363
	Iteration 39Q: 3 clusters Score -1674816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1674820.875000 Penalty: 4706.297363
	Iteration 40F: 3 clusters Score -1674821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1674820.000000 Penalty: 4706.297363
	Iteration 41Q: 3 clusters Score -1674820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1674823.375000 Penalty: 4706.297363
	Iteration 42Q: 3 clusters Score -1674823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1674824.000000 Penalty: 4706.297363
	Iteration 43Q: 3 clusters Score -1674824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1674820.250000 Penalty: 4706.297363
	Iteration 44Q: 3 clusters Score -1674820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1674824.125000 Penalty: 4706.297363
	Iteration 45Q: 3 clusters Score -1674824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1674822.875000 Penalty: 4706.297363
	Iteration 46Q: 3 clusters Score -1674823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1674824.125000 Penalty: 4706.297363
	Iteration 47Q: 3 clusters Score -1674824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1674824.375000 Penalty: 4706.297363
	Iteration 48Q: 3 clusters Score -1674824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1674825.500000 Penalty: 4706.297363
	Iteration 49Q: 3 clusters Score -1674826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1674825.250000 Penalty: 4706.297363
	Iteration 50Q: 3 clusters Score -1674825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1674825.625000 Penalty: 4706.297363
	Iteration 51Q: 3 clusters Score -1674826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1674825.625000 Penalty: 4706.297363
	Iteration 52F: 3 clusters Score -1674826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -146969.468750 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -146969.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145054.968750 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -145055 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -145328.812500 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -145328.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145401.937500 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -145401.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -145439.718750 Penalty: 3443.309814
	Iteration 3Q: 3 clusters Score -145439.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145464.421875 Penalty: 3443.309814
	Iteration 4Q: 3 clusters Score -145464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145478.843750 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -145478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145484.734375 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -145484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145486.671875 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -145486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -145488.046875 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -145488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145488.734375 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -145488.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145488.734375 Penalty: 3443.309814
	Iteration 10F: 3 clusters Score -145488.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -785590.000000 Penalty: 2132.221436
	Iteration 0F: 2 clusters Score -785590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -780776.000000 Penalty: 4264.442871
	Iteration 0F: 3 clusters Score -780776 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -781972.687500 Penalty: 4264.442871
	Iteration 1F: 3 clusters Score -781972.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -782180.250000 Penalty: 4264.442871
	Iteration 2F: 3 clusters Score -782180.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -782314.000000 Penalty: 4264.442871
	Iteration 3Q: 3 clusters Score -782314 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -782401.187500 Penalty: 4264.442871
	Iteration 4Q: 3 clusters Score -782401.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -782455.250000 Penalty: 4264.442871
	Iteration 5Q: 3 clusters Score -782455.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -782498.625000 Penalty: 4264.442871
	Iteration 6Q: 3 clusters Score -782498.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -782537.125000 Penalty: 4264.442871
	Iteration 7Q: 3 clusters Score -782537.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -782584.437500 Penalty: 4264.442871
	Iteration 8Q: 3 clusters Score -782584.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -782636.500000 Penalty: 4264.442871
	Iteration 9Q: 3 clusters Score -782636.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -782696.687500 Penalty: 4264.442871
	Iteration 10Q: 3 clusters Score -782696.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -782760.750000 Penalty: 4264.442871
	Iteration 11Q: 3 clusters Score -782760.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -782846.312500 Penalty: 4264.442871
	Iteration 12Q: 3 clusters Score -782846.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -782923.375000 Penalty: 4264.442871
	Iteration 13Q: 3 clusters Score -782923.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -783000.125000 Penalty: 4264.442871
	Iteration 14Q: 3 clusters Score -783000.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -783058.187500 Penalty: 4264.442871
	Iteration 15Q: 3 clusters Score -783058.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -783121.625000 Penalty: 4264.442871
	Iteration 16Q: 3 clusters Score -783121.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -783201.125000 Penalty: 4264.442871
	Iteration 17Q: 3 clusters Score -783201.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -783282.125000 Penalty: 4264.442871
	Iteration 18Q: 3 clusters Score -783282.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -783359.500000 Penalty: 4264.442871
	Iteration 19Q: 3 clusters Score -783359.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -783408.687500 Penalty: 4264.442871
	Iteration 20F: 3 clusters Score -783408.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -783441.937500 Penalty: 4264.442871
	Iteration 21Q: 3 clusters Score -783441.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -783477.437500 Penalty: 4264.442871
	Iteration 22Q: 3 clusters Score -783477.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -783511.500000 Penalty: 4264.442871
	Iteration 23Q: 3 clusters Score -783511.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -783542.750000 Penalty: 4264.442871
	Iteration 24Q: 3 clusters Score -783542.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -783571.625000 Penalty: 4264.442871
	Iteration 25Q: 3 clusters Score -783571.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -783597.437500 Penalty: 4264.442871
	Iteration 26Q: 3 clusters Score -783597.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -783623.750000 Penalty: 4264.442871
	Iteration 27Q: 3 clusters Score -783623.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -783643.812500 Penalty: 4264.442871
	Iteration 28Q: 3 clusters Score -783643.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -783661.750000 Penalty: 4264.442871
	Iteration 29Q: 3 clusters Score -783661.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -783676.812500 Penalty: 4264.442871
	Iteration 30Q: 3 clusters Score -783676.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -783688.625000 Penalty: 4264.442871
	Iteration 31Q: 3 clusters Score -783688.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -783705.875000 Penalty: 4264.442871
	Iteration 32Q: 3 clusters Score -783705.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -783720.000000 Penalty: 4264.442871
	Iteration 33Q: 3 clusters Score -783720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -783732.812500 Penalty: 4264.442871
	Iteration 34Q: 3 clusters Score -783732.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -783744.312500 Penalty: 4264.442871
	Iteration 35Q: 3 clusters Score -783744.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -783758.125000 Penalty: 4264.442871
	Iteration 36Q: 3 clusters Score -783758.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -783775.125000 Penalty: 4264.442871
	Iteration 37Q: 3 clusters Score -783775.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -783787.500000 Penalty: 4264.442871
	Iteration 38Q: 3 clusters Score -783787.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -783801.937500 Penalty: 4264.442871
	Iteration 39Q: 3 clusters Score -783801.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -783812.000000 Penalty: 4264.442871
	Iteration 40F: 3 clusters Score -783812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -783818.125000 Penalty: 4264.442871
	Iteration 41Q: 3 clusters Score -783818.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -783825.625000 Penalty: 4264.442871
	Iteration 42Q: 3 clusters Score -783825.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -783833.562500 Penalty: 4264.442871
	Iteration 43Q: 3 clusters Score -783833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -783844.937500 Penalty: 4264.442871
	Iteration 44Q: 3 clusters Score -783844.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -783855.437500 Penalty: 4264.442871
	Iteration 45Q: 3 clusters Score -783855.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -783864.062500 Penalty: 4264.442871
	Iteration 46Q: 3 clusters Score -783864.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -783872.937500 Penalty: 4264.442871
	Iteration 47Q: 3 clusters Score -783872.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -783880.687500 Penalty: 4264.442871
	Iteration 48Q: 3 clusters Score -783880.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -783886.625000 Penalty: 4264.442871
	Iteration 49Q: 3 clusters Score -783886.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -783889.750000 Penalty: 4264.442871
	Iteration 50Q: 3 clusters Score -783889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -783891.375000 Penalty: 4264.442871
	Iteration 51Q: 3 clusters Score -783891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -783890.937500 Penalty: 4264.442871
	Iteration 52Q: 3 clusters Score -783890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -783894.062500 Penalty: 4264.442871
	Iteration 53Q: 3 clusters Score -783894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -783893.562500 Penalty: 4264.442871
	Iteration 54Q: 3 clusters Score -783893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -783893.875000 Penalty: 4264.442871
	Iteration 55Q: 3 clusters Score -783893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -783895.625000 Penalty: 4264.442871
	Iteration 56Q: 3 clusters Score -783895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -783896.875000 Penalty: 4264.442871
	Iteration 57Q: 3 clusters Score -783896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -783897.437500 Penalty: 4264.442871
	Iteration 58Q: 3 clusters Score -783897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -783899.437500 Penalty: 4264.442871
	Iteration 59Q: 3 clusters Score -783899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -783900.750000 Penalty: 4264.442871
	Iteration 60F: 3 clusters Score -783900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -783899.812500 Penalty: 4264.442871
	Iteration 61Q: 3 clusters Score -783899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -783900.125000 Penalty: 4264.442871
	Iteration 62Q: 3 clusters Score -783900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -783900.312500 Penalty: 4264.442871
	Iteration 63Q: 3 clusters Score -783900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -783900.312500 Penalty: 4264.442871
	Iteration 64F: 3 clusters Score -783900.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Entering Unmasked Estep 
Score: -4456957.500000 Penalty: 2573.376465
	Iteration 0F: 2 clusters Score -4456958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4434929.500000 Penalty: 5146.752930
	Iteration 0F: 3 clusters Score -4434930 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -4443362.500000 Penalty: 5146.752930
	Iteration 1F: 3 clusters Score -4443362 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4444409.500000 Penalty: 5146.752930
	Iteration 2F: 3 clusters Score -4444410 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4445537.000000 Penalty: 5146.752930
	Iteration 3F: 3 clusters Score -4445537 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4446639.500000 Penalty: 5146.752930
	Iteration 4F: 3 clusters Score -4446640 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4447736.500000 Penalty: 5146.752930
	Iteration 5F: 3 clusters Score -4447736 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4448745.000000 Penalty: 5146.752930
	Iteration 6F: 3 clusters Score -4448745 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4449600.000000 Penalty: 5146.752930
	Iteration 7Q: 3 clusters Score -4449600 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4450370.500000 Penalty: 5146.752930
	Iteration 8Q: 3 clusters Score -4450370 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4451017.000000 Penalty: 5146.752930
	Iteration 9Q: 3 clusters Score -4451017 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4451448.500000 Penalty: 5146.752930
	Iteration 10Q: 3 clusters Score -4451448 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4451763.500000 Penalty: 5146.752930
	Iteration 11Q: 3 clusters Score -4451764 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4452024.500000 Penalty: 5146.752930
	Iteration 12Q: 3 clusters Score -4452024 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4452198.500000 Penalty: 5146.752930
	Iteration 13Q: 3 clusters Score -4452198 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4452356.500000 Penalty: 5146.752930
	Iteration 14Q: 3 clusters Score -4452356 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4452512.500000 Penalty: 5146.752930
	Iteration 15Q: 3 clusters Score -4452512 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4452674.000000 Penalty: 5146.752930
	Iteration 16Q: 3 clusters Score -4452674 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4452856.500000 Penalty: 5146.752930
	Iteration 17Q: 3 clusters Score -4452856 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4453019.500000 Penalty: 5146.752930
	Iteration 18Q: 3 clusters Score -4453020 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4453202.000000 Penalty: 5146.752930
	Iteration 19Q: 3 clusters Score -4453202 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4453375.500000 Penalty: 5146.752930
	Iteration 20F: 3 clusters Score -4453376 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4453536.000000 Penalty: 5146.752930
	Iteration 21Q: 3 clusters Score -4453536 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4453659.000000 Penalty: 5146.752930
	Iteration 22Q: 3 clusters Score -4453659 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4453781.000000 Penalty: 5146.752930
	Iteration 23Q: 3 clusters Score -4453781 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4453902.000000 Penalty: 5146.752930
	Iteration 24Q: 3 clusters Score -4453902 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4454010.000000 Penalty: 5146.752930
	Iteration 25Q: 3 clusters Score -4454010 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4454116.500000 Penalty: 5146.752930
	Iteration 26Q: 3 clusters Score -4454116 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4454214.000000 Penalty: 5146.752930
	Iteration 27Q: 3 clusters Score -4454214 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4454292.500000 Penalty: 5146.752930
	Iteration 28Q: 3 clusters Score -4454292 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4454383.500000 Penalty: 5146.752930
	Iteration 29Q: 3 clusters Score -4454384 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4454473.500000 Penalty: 5146.752930
	Iteration 30Q: 3 clusters Score -4454474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4454555.000000 Penalty: 5146.752930
	Iteration 31Q: 3 clusters Score -4454555 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4454638.500000 Penalty: 5146.752930
	Iteration 32Q: 3 clusters Score -4454638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4454715.000000 Penalty: 5146.752930
	Iteration 33Q: 3 clusters Score -4454715 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4454766.500000 Penalty: 5146.752930
	Iteration 34Q: 3 clusters Score -4454766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4454826.500000 Penalty: 5146.752930
	Iteration 35Q: 3 clusters Score -4454826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4454871.500000 Penalty: 5146.752930
	Iteration 36Q: 3 clusters Score -4454872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4454924.500000 Penalty: 5146.752930
	Iteration 37Q: 3 clusters Score -4454924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4454965.500000 Penalty: 5146.752930
	Iteration 38Q: 3 clusters Score -4454966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4454985.500000 Penalty: 5146.752930
	Iteration 39Q: 3 clusters Score -4454986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4455006.500000 Penalty: 5146.752930
	Iteration 40F: 3 clusters Score -4455006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4455050.000000 Penalty: 5146.752930
	Iteration 41Q: 3 clusters Score -4455050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4455081.000000 Penalty: 5146.752930
	Iteration 42Q: 3 clusters Score -4455081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4455094.500000 Penalty: 5146.752930
	Iteration 43Q: 3 clusters Score -4455094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4455100.000000 Penalty: 5146.752930
	Iteration 44Q: 3 clusters Score -4455100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4455107.000000 Penalty: 5146.752930
	Iteration 45Q: 3 clusters Score -4455107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4455113.000000 Penalty: 5146.752930
	Iteration 46Q: 3 clusters Score -4455113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4455115.000000 Penalty: 5146.752930
	Iteration 47Q: 3 clusters Score -4455115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4455124.000000 Penalty: 5146.752930
	Iteration 48Q: 3 clusters Score -4455124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4455123.500000 Penalty: 5146.752930
	Iteration 49Q: 3 clusters Score -4455124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4455124.500000 Penalty: 5146.752930
	Iteration 50Q: 3 clusters Score -4455124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4455132.000000 Penalty: 5146.752930
	Iteration 51Q: 3 clusters Score -4455132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4455138.000000 Penalty: 5146.752930
	Iteration 52Q: 3 clusters Score -4455138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4455143.500000 Penalty: 5146.752930
	Iteration 53Q: 3 clusters Score -4455144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4455149.500000 Penalty: 5146.752930
	Iteration 54Q: 3 clusters Score -4455150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4455148.000000 Penalty: 5146.752930
	Iteration 55Q: 3 clusters Score -4455148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4455148.500000 Penalty: 5146.752930
	Iteration 56Q: 3 clusters Score -4455148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4455149.500000 Penalty: 5146.752930
	Iteration 57Q: 3 clusters Score -4455150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4455154.000000 Penalty: 5146.752930
	Iteration 58Q: 3 clusters Score -4455154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4455151.500000 Penalty: 5146.752930
	Iteration 59Q: 3 clusters Score -4455152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4455153.500000 Penalty: 5146.752930
	Iteration 60F: 3 clusters Score -4455154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4455158.500000 Penalty: 5146.752930
	Iteration 61Q: 3 clusters Score -4455158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4455159.500000 Penalty: 5146.752930
	Iteration 62Q: 3 clusters Score -4455160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4455156.500000 Penalty: 5146.752930
	Iteration 63Q: 3 clusters Score -4455156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4455156.500000 Penalty: 5146.752930
	Iteration 64F: 3 clusters Score -4455156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Entering Unmasked Estep 
Score: -504352.687500 Penalty: 2023.737671
	Iteration 0F: 2 clusters Score -504352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -500782.718750 Penalty: 4047.475342
	Iteration 0F: 3 clusters Score -500782.7 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -501541.937500 Penalty: 4047.475342
	Iteration 1F: 3 clusters Score -501541.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -501759.000000 Penalty: 4047.475342
	Iteration 2F: 3 clusters Score -501759 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -501896.468750 Penalty: 4047.475342
	Iteration 3F: 3 clusters Score -501896.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -502004.500000 Penalty: 4047.475342
	Iteration 4Q: 3 clusters Score -502004.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -502097.000000 Penalty: 4047.475342
	Iteration 5Q: 3 clusters Score -502097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -502154.781250 Penalty: 4047.475342
	Iteration 6Q: 3 clusters Score -502154.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -502199.906250 Penalty: 4047.475342
	Iteration 7Q: 3 clusters Score -502199.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -502228.281250 Penalty: 4047.475342
	Iteration 8Q: 3 clusters Score -502228.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -502255.468750 Penalty: 4047.475342
	Iteration 9Q: 3 clusters Score -502255.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -502279.437500 Penalty: 4047.475342
	Iteration 10Q: 3 clusters Score -502279.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -502304.937500 Penalty: 4047.475342
	Iteration 11Q: 3 clusters Score -502304.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -502330.437500 Penalty: 4047.475342
	Iteration 12Q: 3 clusters Score -502330.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -502360.281250 Penalty: 4047.475342
	Iteration 13Q: 3 clusters Score -502360.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -502395.156250 Penalty: 4047.475342
	Iteration 14Q: 3 clusters Score -502395.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -502422.531250 Penalty: 4047.475342
	Iteration 15Q: 3 clusters Score -502422.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -502463.062500 Penalty: 4047.475342
	Iteration 16Q: 3 clusters Score -502463.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -502507.312500 Penalty: 4047.475342
	Iteration 17Q: 3 clusters Score -502507.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -502562.531250 Penalty: 4047.475342
	Iteration 18Q: 3 clusters Score -502562.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -502626.062500 Penalty: 4047.475342
	Iteration 19Q: 3 clusters Score -502626.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -502713.375000 Penalty: 4047.475342
	Iteration 20F: 3 clusters Score -502713.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -502821.281250 Penalty: 4047.475342
	Iteration 21Q: 3 clusters Score -502821.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -502916.406250 Penalty: 4047.475342
	Iteration 22Q: 3 clusters Score -502916.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -503020.250000 Penalty: 4047.475342
	Iteration 23Q: 3 clusters Score -503020.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -503160.187500 Penalty: 4047.475342
	Iteration 24Q: 3 clusters Score -503160.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -503321.781250 Penalty: 4047.475342
	Iteration 25Q: 3 clusters Score -503321.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -503503.843750 Penalty: 4047.475342
	Iteration 26Q: 3 clusters Score -503503.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -503623.562500 Penalty: 4047.475342
	Iteration 27Q: 3 clusters Score -503623.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -503689.031250 Penalty: 4047.475342
	Iteration 28Q: 3 clusters Score -503689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -503715.531250 Penalty: 4047.475342
	Iteration 29Q: 3 clusters Score -503715.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -503727.906250 Penalty: 4047.475342
	Iteration 30Q: 3 clusters Score -503727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -503733.437500 Penalty: 4047.475342
	Iteration 31Q: 3 clusters Score -503733.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -503738.687500 Penalty: 4047.475342
	Iteration 32Q: 3 clusters Score -503738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -503740.281250 Penalty: 4047.475342
	Iteration 33Q: 3 clusters Score -503740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -503740.281250 Penalty: 4047.475342
	Iteration 34F: 3 clusters Score -503740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -264523.125000 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -264523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -262043.015625 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -262043 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -262532.875000 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -262532.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -262700.250000 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -262700.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -262802.531250 Penalty: 3716.132812
	Iteration 3Q: 3 clusters Score -262802.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -262869.375000 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -262869.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -262906.218750 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -262906.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -262945.906250 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -262945.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -262964.375000 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -262964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -262971.968750 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -262972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -262976.781250 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -262976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -262977.468750 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -262977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262977.781250 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -262977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262978.656250 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -262978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262978.656250 Penalty: 3716.132812
	Iteration 13F: 3 clusters Score -262978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -278734.000000 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -278734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -276163.656250 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -276163.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -276576.562500 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -276576.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -276690.687500 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -276690.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -276782.156250 Penalty: 3739.621094
	Iteration 3Q: 3 clusters Score -276782.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -276858.093750 Penalty: 3739.621094
	Iteration 4Q: 3 clusters Score -276858.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -276926.687500 Penalty: 3739.621094
	Iteration 5Q: 3 clusters Score -276926.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -277002.062500 Penalty: 3739.621094
	Iteration 6Q: 3 clusters Score -277002.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -277064.968750 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -277065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -277137.718750 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -277137.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -277213.968750 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -277214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -277294.187500 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -277294.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -277394.250000 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -277394.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -277496.156250 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -277496.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -277610.750000 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -277610.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -277742.968750 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -277743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -277850.656250 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -277850.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -277906.156250 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -277906.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -277927.718750 Penalty: 3739.621094
	Iteration 17Q: 3 clusters Score -277927.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -277942.406250 Penalty: 3739.621094
	Iteration 18Q: 3 clusters Score -277942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -277951.468750 Penalty: 3739.621094
	Iteration 19Q: 3 clusters Score -277951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -277956.312500 Penalty: 3739.621094
	Iteration 20F: 3 clusters Score -277956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -277960.343750 Penalty: 3739.621094
	Iteration 21Q: 3 clusters Score -277960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -277963.093750 Penalty: 3739.621094
	Iteration 22Q: 3 clusters Score -277963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -277965.500000 Penalty: 3739.621094
	Iteration 23Q: 3 clusters Score -277965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -277966.437500 Penalty: 3739.621094
	Iteration 24Q: 3 clusters Score -277966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -277967.156250 Penalty: 3739.621094
	Iteration 25Q: 3 clusters Score -277967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -277968.468750 Penalty: 3739.621094
	Iteration 26Q: 3 clusters Score -277968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -277969.562500 Penalty: 3739.621094
	Iteration 27Q: 3 clusters Score -277969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -277974.375000 Penalty: 3739.621094
	Iteration 28Q: 3 clusters Score -277974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -277983.718750 Penalty: 3739.621094
	Iteration 29Q: 3 clusters Score -277983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -277990.656250 Penalty: 3739.621094
	Iteration 30Q: 3 clusters Score -277990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -277993.562500 Penalty: 3739.621094
	Iteration 31Q: 3 clusters Score -277993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -277995.437500 Penalty: 3739.621094
	Iteration 32Q: 3 clusters Score -277995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -277997.906250 Penalty: 3739.621094
	Iteration 33Q: 3 clusters Score -277997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -277999.093750 Penalty: 3739.621094
	Iteration 34Q: 3 clusters Score -277999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -278000.968750 Penalty: 3739.621094
	Iteration 35Q: 3 clusters Score -278001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -278002.218750 Penalty: 3739.621094
	Iteration 36Q: 3 clusters Score -278002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -278004.750000 Penalty: 3739.621094
	Iteration 37Q: 3 clusters Score -278004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -278004.750000 Penalty: 3739.621094
	Iteration 38F: 3 clusters Score -278004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Entering Unmasked Estep 
Score: -1715208.750000 Penalty: 2321.293213
	Iteration 0F: 2 clusters Score -1715209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1706500.250000 Penalty: 4642.586426
	Iteration 0F: 3 clusters Score -1706500 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1709111.125000 Penalty: 4642.586426
	Iteration 1F: 3 clusters Score -1709111 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1709436.625000 Penalty: 4642.586426
	Iteration 2F: 3 clusters Score -1709437 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1709651.625000 Penalty: 4642.586426
	Iteration 3Q: 3 clusters Score -1709652 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1709807.375000 Penalty: 4642.586426
	Iteration 4Q: 3 clusters Score -1709807 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1709956.125000 Penalty: 4642.586426
	Iteration 5Q: 3 clusters Score -1709956 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1710083.125000 Penalty: 4642.586426
	Iteration 6Q: 3 clusters Score -1710083 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1710181.250000 Penalty: 4642.586426
	Iteration 7Q: 3 clusters Score -1710181 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1710279.625000 Penalty: 4642.586426
	Iteration 8Q: 3 clusters Score -1710280 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1710387.875000 Penalty: 4642.586426
	Iteration 9Q: 3 clusters Score -1710388 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1710508.625000 Penalty: 4642.586426
	Iteration 10Q: 3 clusters Score -1710509 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1710634.125000 Penalty: 4642.586426
	Iteration 11Q: 3 clusters Score -1710634 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1710822.625000 Penalty: 4642.586426
	Iteration 12Q: 3 clusters Score -1710823 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1711033.375000 Penalty: 4642.586426
	Iteration 13Q: 3 clusters Score -1711033 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1711309.500000 Penalty: 4642.586426
	Iteration 14Q: 3 clusters Score -1711310 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1711592.750000 Penalty: 4642.586426
	Iteration 15Q: 3 clusters Score -1711593 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1711883.000000 Penalty: 4642.586426
	Iteration 16Q: 3 clusters Score -1711883 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1712157.750000 Penalty: 4642.586426
	Iteration 17Q: 3 clusters Score -1712158 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1712402.125000 Penalty: 4642.586426
	Iteration 18Q: 3 clusters Score -1712402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1712593.000000 Penalty: 4642.586426
	Iteration 19Q: 3 clusters Score -1712593 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1712727.250000 Penalty: 4642.586426
	Iteration 20F: 3 clusters Score -1712727 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1712843.875000 Penalty: 4642.586426
	Iteration 21Q: 3 clusters Score -1712844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1712927.000000 Penalty: 4642.586426
	Iteration 22Q: 3 clusters Score -1712927 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1712994.125000 Penalty: 4642.586426
	Iteration 23Q: 3 clusters Score -1712994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1713035.500000 Penalty: 4642.586426
	Iteration 24Q: 3 clusters Score -1713036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1713070.500000 Penalty: 4642.586426
	Iteration 25Q: 3 clusters Score -1713070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1713095.875000 Penalty: 4642.586426
	Iteration 26Q: 3 clusters Score -1713096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1713109.125000 Penalty: 4642.586426
	Iteration 27Q: 3 clusters Score -1713109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1713121.625000 Penalty: 4642.586426
	Iteration 28Q: 3 clusters Score -1713122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1713124.750000 Penalty: 4642.586426
	Iteration 29Q: 3 clusters Score -1713125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1713134.125000 Penalty: 4642.586426
	Iteration 30Q: 3 clusters Score -1713134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1713139.000000 Penalty: 4642.586426
	Iteration 31Q: 3 clusters Score -1713139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1713143.375000 Penalty: 4642.586426
	Iteration 32Q: 3 clusters Score -1713143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1713147.250000 Penalty: 4642.586426
	Iteration 33Q: 3 clusters Score -1713147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1713155.250000 Penalty: 4642.586426
	Iteration 34Q: 3 clusters Score -1713155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1713161.500000 Penalty: 4642.586426
	Iteration 35Q: 3 clusters Score -1713162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1713163.500000 Penalty: 4642.586426
	Iteration 36Q: 3 clusters Score -1713164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1713163.500000 Penalty: 4642.586426
	Iteration 37F: 3 clusters Score -1713164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Entering Unmasked Estep 
Score: -2872626.000000 Penalty: 2443.865723
	Iteration 0F: 2 clusters Score -2872626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2859077.000000 Penalty: 4887.731445
	Iteration 0F: 3 clusters Score -2859077 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2863652.000000 Penalty: 4887.731445
	Iteration 1F: 3 clusters Score -2863652 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2864063.000000 Penalty: 4887.731445
	Iteration 2F: 3 clusters Score -2864063 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2864484.500000 Penalty: 4887.731445
	Iteration 3Q: 3 clusters Score -2864484 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2864930.250000 Penalty: 4887.731445
	Iteration 4Q: 3 clusters Score -2864930 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2865514.250000 Penalty: 4887.731445
	Iteration 5Q: 3 clusters Score -2865514 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2866246.000000 Penalty: 4887.731445
	Iteration 6F: 3 clusters Score -2866246 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2867001.750000 Penalty: 4887.731445
	Iteration 7F: 3 clusters Score -2867002 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2867781.000000 Penalty: 4887.731445
	Iteration 8F: 3 clusters Score -2867781 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2868488.750000 Penalty: 4887.731445
	Iteration 9Q: 3 clusters Score -2868489 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2869072.500000 Penalty: 4887.731445
	Iteration 10Q: 3 clusters Score -2869072 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2869449.500000 Penalty: 4887.731445
	Iteration 11Q: 3 clusters Score -2869450 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2869679.500000 Penalty: 4887.731445
	Iteration 12Q: 3 clusters Score -2869680 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2869805.750000 Penalty: 4887.731445
	Iteration 13Q: 3 clusters Score -2869806 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2869870.500000 Penalty: 4887.731445
	Iteration 14Q: 3 clusters Score -2869870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2869918.500000 Penalty: 4887.731445
	Iteration 15Q: 3 clusters Score -2869918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2869952.750000 Penalty: 4887.731445
	Iteration 16Q: 3 clusters Score -2869953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2869970.500000 Penalty: 4887.731445
	Iteration 17Q: 3 clusters Score -2869970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2870006.750000 Penalty: 4887.731445
	Iteration 18Q: 3 clusters Score -2870007 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2870033.500000 Penalty: 4887.731445
	Iteration 19Q: 3 clusters Score -2870034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2870048.500000 Penalty: 4887.731445
	Iteration 20F: 3 clusters Score -2870048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2870071.500000 Penalty: 4887.731445
	Iteration 21Q: 3 clusters Score -2870072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2870095.500000 Penalty: 4887.731445
	Iteration 22Q: 3 clusters Score -2870096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2870112.750000 Penalty: 4887.731445
	Iteration 23Q: 3 clusters Score -2870113 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2870134.250000 Penalty: 4887.731445
	Iteration 24Q: 3 clusters Score -2870134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2870155.250000 Penalty: 4887.731445
	Iteration 25Q: 3 clusters Score -2870155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2870170.250000 Penalty: 4887.731445
	Iteration 26Q: 3 clusters Score -2870170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2870183.500000 Penalty: 4887.731445
	Iteration 27Q: 3 clusters Score -2870184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2870189.500000 Penalty: 4887.731445
	Iteration 28Q: 3 clusters Score -2870190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2870206.500000 Penalty: 4887.731445
	Iteration 29Q: 3 clusters Score -2870206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2870230.250000 Penalty: 4887.731445
	Iteration 30Q: 3 clusters Score -2870230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2870245.500000 Penalty: 4887.731445
	Iteration 31Q: 3 clusters Score -2870246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2870250.250000 Penalty: 4887.731445
	Iteration 32Q: 3 clusters Score -2870250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2870259.000000 Penalty: 4887.731445
	Iteration 33Q: 3 clusters Score -2870259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2870266.500000 Penalty: 4887.731445
	Iteration 34Q: 3 clusters Score -2870266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2870285.500000 Penalty: 4887.731445
	Iteration 35Q: 3 clusters Score -2870286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2870298.250000 Penalty: 4887.731445
	Iteration 36Q: 3 clusters Score -2870298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2870304.750000 Penalty: 4887.731445
	Iteration 37Q: 3 clusters Score -2870305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2870315.500000 Penalty: 4887.731445
	Iteration 38Q: 3 clusters Score -2870316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2870319.250000 Penalty: 4887.731445
	Iteration 39Q: 3 clusters Score -2870319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2870325.000000 Penalty: 4887.731445
	Iteration 40F: 3 clusters Score -2870325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2870327.500000 Penalty: 4887.731445
	Iteration 41Q: 3 clusters Score -2870328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2870326.750000 Penalty: 4887.731445
	Iteration 42Q: 3 clusters Score -2870327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2870332.250000 Penalty: 4887.731445
	Iteration 43Q: 3 clusters Score -2870332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2870335.500000 Penalty: 4887.731445
	Iteration 44Q: 3 clusters Score -2870336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2870341.500000 Penalty: 4887.731445
	Iteration 45Q: 3 clusters Score -2870342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2870346.500000 Penalty: 4887.731445
	Iteration 46Q: 3 clusters Score -2870346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2870347.250000 Penalty: 4887.731445
	Iteration 47Q: 3 clusters Score -2870347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2870351.750000 Penalty: 4887.731445
	Iteration 48Q: 3 clusters Score -2870352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2870350.500000 Penalty: 4887.731445
	Iteration 49Q: 3 clusters Score -2870350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2870351.750000 Penalty: 4887.731445
	Iteration 50Q: 3 clusters Score -2870352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2870360.250000 Penalty: 4887.731445
	Iteration 51Q: 3 clusters Score -2870360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2870366.250000 Penalty: 4887.731445
	Iteration 52Q: 3 clusters Score -2870366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2870368.000000 Penalty: 4887.731445
	Iteration 53Q: 3 clusters Score -2870368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2870364.000000 Penalty: 4887.731445
	Iteration 54Q: 3 clusters Score -2870364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2870368.250000 Penalty: 4887.731445
	Iteration 55Q: 3 clusters Score -2870368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2870370.750000 Penalty: 4887.731445
	Iteration 56Q: 3 clusters Score -2870371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2870368.750000 Penalty: 4887.731445
	Iteration 57Q: 3 clusters Score -2870369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2870371.750000 Penalty: 4887.731445
	Iteration 58Q: 3 clusters Score -2870372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2870376.250000 Penalty: 4887.731445
	Iteration 59Q: 3 clusters Score -2870376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2870380.000000 Penalty: 4887.731445
	Iteration 60F: 3 clusters Score -2870380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2870379.500000 Penalty: 4887.731445
	Iteration 61Q: 3 clusters Score -2870380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2870385.500000 Penalty: 4887.731445
	Iteration 62Q: 3 clusters Score -2870386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2870390.000000 Penalty: 4887.731445
	Iteration 63Q: 3 clusters Score -2870390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2870389.250000 Penalty: 4887.731445
	Iteration 64Q: 3 clusters Score -2870389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2870386.250000 Penalty: 4887.731445
	Iteration 65Q: 3 clusters Score -2870386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2870389.500000 Penalty: 4887.731445
	Iteration 66Q: 3 clusters Score -2870390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2870390.500000 Penalty: 4887.731445
	Iteration 67Q: 3 clusters Score -2870390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2870391.750000 Penalty: 4887.731445
	Iteration 68Q: 3 clusters Score -2870392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2870390.750000 Penalty: 4887.731445
	Iteration 69Q: 3 clusters Score -2870391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2870393.250000 Penalty: 4887.731445
	Iteration 70Q: 3 clusters Score -2870393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2870395.000000 Penalty: 4887.731445
	Iteration 71Q: 3 clusters Score -2870395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2870396.000000 Penalty: 4887.731445
	Iteration 72Q: 3 clusters Score -2870396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2870397.750000 Penalty: 4887.731445
	Iteration 73Q: 3 clusters Score -2870398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2870392.500000 Penalty: 4887.731445
	Iteration 74Q: 3 clusters Score -2870392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2870396.250000 Penalty: 4887.731445
	Iteration 75Q: 3 clusters Score -2870396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2870399.000000 Penalty: 4887.731445
	Iteration 76Q: 3 clusters Score -2870399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2870401.750000 Penalty: 4887.731445
	Iteration 77Q: 3 clusters Score -2870402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2870397.250000 Penalty: 4887.731445
	Iteration 78Q: 3 clusters Score -2870397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2870397.750000 Penalty: 4887.731445
	Iteration 79Q: 3 clusters Score -2870398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2870397.000000 Penalty: 4887.731445
	Iteration 80F: 3 clusters Score -2870397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2870399.000000 Penalty: 4887.731445
	Iteration 81Q: 3 clusters Score -2870399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2870396.000000 Penalty: 4887.731445
	Iteration 82Q: 3 clusters Score -2870396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2870395.500000 Penalty: 4887.731445
	Iteration 83Q: 3 clusters Score -2870396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2870396.750000 Penalty: 4887.731445
	Iteration 84Q: 3 clusters Score -2870397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2870392.750000 Penalty: 4887.731445
	Iteration 85Q: 3 clusters Score -2870393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2870399.000000 Penalty: 4887.731445
	Iteration 86Q: 3 clusters Score -2870399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2870398.500000 Penalty: 4887.731445
	Iteration 87Q: 3 clusters Score -2870398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2870400.750000 Penalty: 4887.731445
	Iteration 88Q: 3 clusters Score -2870401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2870397.750000 Penalty: 4887.731445
	Iteration 89Q: 3 clusters Score -2870398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2870397.000000 Penalty: 4887.731445
	Iteration 90Q: 3 clusters Score -2870397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2870397.000000 Penalty: 4887.731445
	Iteration 91F: 3 clusters Score -2870397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Entering Unmasked Estep 
Score: -1965098.500000 Penalty: 2363.627441
	Iteration 0F: 2 clusters Score -1965098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1955054.000000 Penalty: 4727.254883
	Iteration 0F: 3 clusters Score -1955054 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1958106.750000 Penalty: 4727.254883
	Iteration 1F: 3 clusters Score -1958107 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1958495.375000 Penalty: 4727.254883
	Iteration 2F: 3 clusters Score -1958495 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1958867.750000 Penalty: 4727.254883
	Iteration 3F: 3 clusters Score -1958868 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1959185.500000 Penalty: 4727.254883
	Iteration 4F: 3 clusters Score -1959186 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1959500.250000 Penalty: 4727.254883
	Iteration 5Q: 3 clusters Score -1959500 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1959906.000000 Penalty: 4727.254883
	Iteration 6Q: 3 clusters Score -1959906 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1960484.625000 Penalty: 4727.254883
	Iteration 7F: 3 clusters Score -1960485 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1961221.125000 Penalty: 4727.254883
	Iteration 8F: 3 clusters Score -1961221 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1962007.000000 Penalty: 4727.254883
	Iteration 9F: 3 clusters Score -1962007 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1962689.000000 Penalty: 4727.254883
	Iteration 10F: 3 clusters Score -1962689 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1963151.625000 Penalty: 4727.254883
	Iteration 11F: 3 clusters Score -1963152 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1963445.375000 Penalty: 4727.254883
	Iteration 12Q: 3 clusters Score -1963445 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1963627.375000 Penalty: 4727.254883
	Iteration 13Q: 3 clusters Score -1963627 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1963748.750000 Penalty: 4727.254883
	Iteration 14Q: 3 clusters Score -1963749 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1963845.000000 Penalty: 4727.254883
	Iteration 15Q: 3 clusters Score -1963845 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1963926.500000 Penalty: 4727.254883
	Iteration 16Q: 3 clusters Score -1963926 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1963993.000000 Penalty: 4727.254883
	Iteration 17Q: 3 clusters Score -1963993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1964054.375000 Penalty: 4727.254883
	Iteration 18Q: 3 clusters Score -1964054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1964107.750000 Penalty: 4727.254883
	Iteration 19Q: 3 clusters Score -1964108 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1964162.750000 Penalty: 4727.254883
	Iteration 20F: 3 clusters Score -1964163 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1964209.000000 Penalty: 4727.254883
	Iteration 21Q: 3 clusters Score -1964209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1964248.125000 Penalty: 4727.254883
	Iteration 22Q: 3 clusters Score -1964248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1964294.125000 Penalty: 4727.254883
	Iteration 23Q: 3 clusters Score -1964294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1964342.875000 Penalty: 4727.254883
	Iteration 24Q: 3 clusters Score -1964343 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1964382.750000 Penalty: 4727.254883
	Iteration 25Q: 3 clusters Score -1964383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1964439.000000 Penalty: 4727.254883
	Iteration 26Q: 3 clusters Score -1964439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1964477.125000 Penalty: 4727.254883
	Iteration 27Q: 3 clusters Score -1964477 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1964511.625000 Penalty: 4727.254883
	Iteration 28Q: 3 clusters Score -1964512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1964539.500000 Penalty: 4727.254883
	Iteration 29Q: 3 clusters Score -1964540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1964563.375000 Penalty: 4727.254883
	Iteration 30Q: 3 clusters Score -1964563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1964578.750000 Penalty: 4727.254883
	Iteration 31Q: 3 clusters Score -1964579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1964599.875000 Penalty: 4727.254883
	Iteration 32Q: 3 clusters Score -1964600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1964613.375000 Penalty: 4727.254883
	Iteration 33Q: 3 clusters Score -1964613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1964619.625000 Penalty: 4727.254883
	Iteration 34Q: 3 clusters Score -1964620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1964633.750000 Penalty: 4727.254883
	Iteration 35Q: 3 clusters Score -1964634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1964651.500000 Penalty: 4727.254883
	Iteration 36Q: 3 clusters Score -1964652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1964665.500000 Penalty: 4727.254883
	Iteration 37Q: 3 clusters Score -1964666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1964677.625000 Penalty: 4727.254883
	Iteration 38Q: 3 clusters Score -1964678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1964688.375000 Penalty: 4727.254883
	Iteration 39Q: 3 clusters Score -1964688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1964690.625000 Penalty: 4727.254883
	Iteration 40F: 3 clusters Score -1964691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1964697.000000 Penalty: 4727.254883
	Iteration 41Q: 3 clusters Score -1964697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1964702.625000 Penalty: 4727.254883
	Iteration 42Q: 3 clusters Score -1964703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1964702.875000 Penalty: 4727.254883
	Iteration 43Q: 3 clusters Score -1964703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1964711.625000 Penalty: 4727.254883
	Iteration 44Q: 3 clusters Score -1964712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1964715.125000 Penalty: 4727.254883
	Iteration 45Q: 3 clusters Score -1964715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1964709.750000 Penalty: 4727.254883
	Iteration 46Q: 3 clusters Score -1964710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1964713.375000 Penalty: 4727.254883
	Iteration 47Q: 3 clusters Score -1964713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1964715.000000 Penalty: 4727.254883
	Iteration 48Q: 3 clusters Score -1964715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1964715.625000 Penalty: 4727.254883
	Iteration 49Q: 3 clusters Score -1964716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1964714.500000 Penalty: 4727.254883
	Iteration 50Q: 3 clusters Score -1964714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1964712.500000 Penalty: 4727.254883
	Iteration 51Q: 3 clusters Score -1964712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1964714.125000 Penalty: 4727.254883
	Iteration 52Q: 3 clusters Score -1964714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1964714.125000 Penalty: 4727.254883
	Iteration 53F: 3 clusters Score -1964714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -881762.250000 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -881762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -876404.187500 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -876404.2 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -877902.062500 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -877902.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -878252.875000 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -878252.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -878533.062500 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -878533.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -878773.187500 Penalty: 4344.484375
	Iteration 4F: 3 clusters Score -878773.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -878997.125000 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -878997.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -879193.875000 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -879193.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -879376.687500 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -879376.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -879555.437500 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -879555.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -879709.375000 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -879709.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -879841.500000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -879841.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -879960.437500 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -879960.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -880059.625000 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -880059.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -880125.687500 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -880125.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -880159.187500 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -880159.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -880201.562500 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -880201.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -880231.562500 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -880231.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -880260.062500 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -880260.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -880282.937500 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -880282.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -880302.812500 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -880302.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -880324.312500 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -880324.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -880346.500000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -880346.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -880373.250000 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -880373.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -880392.125000 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -880392.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -880403.625000 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -880403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -880411.812500 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -880411.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -880416.812500 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -880416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -880419.437500 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -880419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -880420.312500 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -880420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -880421.125000 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -880421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -880422.250000 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -880422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -880425.312500 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -880425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -880429.937500 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -880429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -880434.187500 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -880434.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -880437.250000 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -880437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -880440.687500 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -880440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -880443.312500 Penalty: 4344.484375
	Iteration 36Q: 3 clusters Score -880443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -880446.312500 Penalty: 4344.484375
	Iteration 37Q: 3 clusters Score -880446.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -880449.812500 Penalty: 4344.484375
	Iteration 38Q: 3 clusters Score -880449.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -880450.625000 Penalty: 4344.484375
	Iteration 39Q: 3 clusters Score -880450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -880454.187500 Penalty: 4344.484375
	Iteration 40F: 3 clusters Score -880454.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -880454.187500 Penalty: 4344.484375
	Iteration 41Q: 3 clusters Score -880454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -880457.187500 Penalty: 4344.484375
	Iteration 42Q: 3 clusters Score -880457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -880456.125000 Penalty: 4344.484375
	Iteration 43Q: 3 clusters Score -880456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -880456.250000 Penalty: 4344.484375
	Iteration 44Q: 3 clusters Score -880456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -880458.250000 Penalty: 4344.484375
	Iteration 45Q: 3 clusters Score -880458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -880458.375000 Penalty: 4344.484375
	Iteration 46Q: 3 clusters Score -880458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -880458.375000 Penalty: 4344.484375
	Iteration 47F: 3 clusters Score -880458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -101205.289062 Penalty: 1662.390625
	Iteration 0F: 2 clusters Score -101205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99732.156250 Penalty: 3324.781250
	Iteration 0F: 3 clusters Score -99732.16 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100348.367188 Penalty: 3324.781250
	Iteration 1F: 3 clusters Score -100348.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100677.476562 Penalty: 3324.781250
	Iteration 2F: 3 clusters Score -100677.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100838.484375 Penalty: 3324.781250
	Iteration 3Q: 3 clusters Score -100838.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100959.570312 Penalty: 3324.781250
	Iteration 4Q: 3 clusters Score -100959.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -101225.187500 Penalty: 3324.781250
	Iteration 5Q: 3 clusters Score -101225.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -101652.632812 Penalty: 3324.781250
	Iteration 6Q: 3 clusters Score -101652.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -101864.101562 Penalty: 3324.781250
	Iteration 7F: 3 clusters Score -101864.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102083.906250 Penalty: 3324.781250
	Iteration 8F: 3 clusters Score -102083.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102414.718750 Penalty: 3324.781250
	Iteration 9F: 3 clusters Score -102414.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102604.398438 Penalty: 3324.781250
	Iteration 10Q: 3 clusters Score -102604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102635.820312 Penalty: 3324.781250
	Iteration 11Q: 3 clusters Score -102635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102651.312500 Penalty: 3324.781250
	Iteration 12Q: 3 clusters Score -102651.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102661.960938 Penalty: 3324.781250
	Iteration 13Q: 3 clusters Score -102662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102667.375000 Penalty: 3324.781250
	Iteration 14Q: 3 clusters Score -102667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102675.882812 Penalty: 3324.781250
	Iteration 15Q: 3 clusters Score -102675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102680.890625 Penalty: 3324.781250
	Iteration 16Q: 3 clusters Score -102680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102680.890625 Penalty: 3324.781250
	Iteration 17F: 3 clusters Score -102680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36580 members 
Mstep: Class 3 contains 64416 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18497 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 32097 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 194629 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34299 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 135584 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 11454 members 
Mstep: Class 36 contains 482 members 
Entering Unmasked Estep 
Score: -95479784.000000 Penalty: 119653.656250
Splitting cluster 23 changes total score from -95477464.000000 to -95479784.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (194629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194629 members 
Entering Unmasked Estep 
Score: -29091360.000000 Penalty: 3020.354736
	Iteration 0F: 2 clusters Score -2.909136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -28963632.000000 Penalty: 6040.709473
	Iteration 0F: 3 clusters Score -2.896363e+07 nChanged 93306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -29018676.000000 Penalty: 6040.709473
	Iteration 1F: 3 clusters Score -2.901868e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -29020008.000000 Penalty: 6040.709473
	Iteration 2Q: 3 clusters Score -2.902001e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -29021488.000000 Penalty: 6040.709473
	Iteration 3Q: 3 clusters Score -2.902149e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -29023454.000000 Penalty: 6040.709473
	Iteration 4Q: 3 clusters Score -2.902345e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -29026298.000000 Penalty: 6040.709473
	Iteration 5Q: 3 clusters Score -2.90263e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -29030748.000000 Penalty: 6040.709473
	Iteration 6Q: 3 clusters Score -2.903075e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -29037236.000000 Penalty: 6040.709473
	Iteration 7F: 3 clusters Score -2.903724e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -29045554.000000 Penalty: 6040.709473
	Iteration 8F: 3 clusters Score -2.904555e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -29054006.000000 Penalty: 6040.709473
	Iteration 9F: 3 clusters Score -2.905401e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -29058978.000000 Penalty: 6040.709473
	Iteration 10F: 3 clusters Score -2.905898e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -29060574.000000 Penalty: 6040.709473
	Iteration 11Q: 3 clusters Score -2.906057e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -29061146.000000 Penalty: 6040.709473
	Iteration 12Q: 3 clusters Score -2.906115e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -29061388.000000 Penalty: 6040.709473
	Iteration 13Q: 3 clusters Score -2.906139e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 101356 members 
Entering Unmasked Estep 
Score: -29061584.000000 Penalty: 6040.709473
	Iteration 14Q: 3 clusters Score -2.906158e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -29061786.000000 Penalty: 6040.709473
	Iteration 15Q: 3 clusters Score -2.906179e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -29062076.000000 Penalty: 6040.709473
	Iteration 16Q: 3 clusters Score -2.906208e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -29062482.000000 Penalty: 6040.709473
	Iteration 17Q: 3 clusters Score -2.906248e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -29062616.000000 Penalty: 6040.709473
	Iteration 18Q: 3 clusters Score -2.906262e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -29063068.000000 Penalty: 6040.709473
	Iteration 19Q: 3 clusters Score -2.906307e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102370 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -29063492.000000 Penalty: 6040.709473
	Iteration 20F: 3 clusters Score -2.906349e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -29063900.000000 Penalty: 6040.709473
	Iteration 21Q: 3 clusters Score -2.90639e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -29064586.000000 Penalty: 6040.709473
	Iteration 22Q: 3 clusters Score -2.906459e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -29065350.000000 Penalty: 6040.709473
	Iteration 23Q: 3 clusters Score -2.906535e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -29066174.000000 Penalty: 6040.709473
	Iteration 24Q: 3 clusters Score -2.906617e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -29067044.000000 Penalty: 6040.709473
	Iteration 25Q: 3 clusters Score -2.906704e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117914 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -29068278.000000 Penalty: 6040.709473
	Iteration 26Q: 3 clusters Score -2.906828e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -29069718.000000 Penalty: 6040.709473
	Iteration 27Q: 3 clusters Score -2.906972e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -29071244.000000 Penalty: 6040.709473
	Iteration 28Q: 3 clusters Score -2.907124e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -29072522.000000 Penalty: 6040.709473
	Iteration 29Q: 3 clusters Score -2.907252e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -29073564.000000 Penalty: 6040.709473
	Iteration 30Q: 3 clusters Score -2.907356e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136547 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -29074442.000000 Penalty: 6040.709473
	Iteration 31Q: 3 clusters Score -2.907444e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139858 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -29075328.000000 Penalty: 6040.709473
	Iteration 32Q: 3 clusters Score -2.907533e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142953 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -29075942.000000 Penalty: 6040.709473
	Iteration 33Q: 3 clusters Score -2.907594e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -29076628.000000 Penalty: 6040.709473
	Iteration 34Q: 3 clusters Score -2.907663e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148621 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -29077238.000000 Penalty: 6040.709473
	Iteration 35Q: 3 clusters Score -2.907724e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -29077742.000000 Penalty: 6040.709473
	Iteration 36Q: 3 clusters Score -2.907774e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -29078218.000000 Penalty: 6040.709473
	Iteration 37Q: 3 clusters Score -2.907822e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155644 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -29078600.000000 Penalty: 6040.709473
	Iteration 38Q: 3 clusters Score -2.90786e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -29078926.000000 Penalty: 6040.709473
	Iteration 39Q: 3 clusters Score -2.907893e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159459 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -29079668.000000 Penalty: 6040.709473
	Iteration 40F: 3 clusters Score -2.907967e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -29080112.000000 Penalty: 6040.709473
	Iteration 41Q: 3 clusters Score -2.908011e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163771 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -29080626.000000 Penalty: 6040.709473
	Iteration 42Q: 3 clusters Score -2.908063e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -29081014.000000 Penalty: 6040.709473
	Iteration 43Q: 3 clusters Score -2.908101e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -29081320.000000 Penalty: 6040.709473
	Iteration 44Q: 3 clusters Score -2.908132e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -29081672.000000 Penalty: 6040.709473
	Iteration 45Q: 3 clusters Score -2.908167e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -29082008.000000 Penalty: 6040.709473
	Iteration 46Q: 3 clusters Score -2.908201e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -29082454.000000 Penalty: 6040.709473
	Iteration 47Q: 3 clusters Score -2.908245e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173322 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -29082854.000000 Penalty: 6040.709473
	Iteration 48Q: 3 clusters Score -2.908285e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174564 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -29083102.000000 Penalty: 6040.709473
	Iteration 49Q: 3 clusters Score -2.90831e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -29083544.000000 Penalty: 6040.709473
	Iteration 50Q: 3 clusters Score -2.908354e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176805 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -29083834.000000 Penalty: 6040.709473
	Iteration 51Q: 3 clusters Score -2.908383e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177822 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -29084082.000000 Penalty: 6040.709473
	Iteration 52Q: 3 clusters Score -2.908408e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178737 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -29084356.000000 Penalty: 6040.709473
	Iteration 53Q: 3 clusters Score -2.908436e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -29084638.000000 Penalty: 6040.709473
	Iteration 54Q: 3 clusters Score -2.908464e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180387 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -29084838.000000 Penalty: 6040.709473
	Iteration 55Q: 3 clusters Score -2.908484e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181148 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -29085020.000000 Penalty: 6040.709473
	Iteration 56Q: 3 clusters Score -2.908502e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -29085158.000000 Penalty: 6040.709473
	Iteration 57Q: 3 clusters Score -2.908516e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182549 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -29085376.000000 Penalty: 6040.709473
	Iteration 58Q: 3 clusters Score -2.908538e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183218 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -29085496.000000 Penalty: 6040.709473
	Iteration 59Q: 3 clusters Score -2.90855e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -29085686.000000 Penalty: 6040.709473
	Iteration 60F: 3 clusters Score -2.908569e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184370 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -29085834.000000 Penalty: 6040.709473
	Iteration 61Q: 3 clusters Score -2.908583e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184895 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -29085950.000000 Penalty: 6040.709473
	Iteration 62Q: 3 clusters Score -2.908595e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185408 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -29086134.000000 Penalty: 6040.709473
	Iteration 63Q: 3 clusters Score -2.908613e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185894 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -29086280.000000 Penalty: 6040.709473
	Iteration 64Q: 3 clusters Score -2.908628e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186372 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -29086422.000000 Penalty: 6040.709473
	Iteration 65Q: 3 clusters Score -2.908642e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -29086488.000000 Penalty: 6040.709473
	Iteration 66Q: 3 clusters Score -2.908649e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187272 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -29086660.000000 Penalty: 6040.709473
	Iteration 67Q: 3 clusters Score -2.908666e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187654 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -29086786.000000 Penalty: 6040.709473
	Iteration 68Q: 3 clusters Score -2.908679e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188039 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -29086874.000000 Penalty: 6040.709473
	Iteration 69Q: 3 clusters Score -2.908687e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188419 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -29086992.000000 Penalty: 6040.709473
	Iteration 70Q: 3 clusters Score -2.908699e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188783 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -29087036.000000 Penalty: 6040.709473
	Iteration 71Q: 3 clusters Score -2.908704e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189111 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -29087152.000000 Penalty: 6040.709473
	Iteration 72Q: 3 clusters Score -2.908715e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189435 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -29087240.000000 Penalty: 6040.709473
	Iteration 73Q: 3 clusters Score -2.908724e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189715 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -29087330.000000 Penalty: 6040.709473
	Iteration 74Q: 3 clusters Score -2.908733e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189988 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -29087358.000000 Penalty: 6040.709473
	Iteration 75Q: 3 clusters Score -2.908736e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190253 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -29087468.000000 Penalty: 6040.709473
	Iteration 76Q: 3 clusters Score -2.908747e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190497 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -29087618.000000 Penalty: 6040.709473
	Iteration 77Q: 3 clusters Score -2.908762e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190758 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -29087654.000000 Penalty: 6040.709473
	Iteration 78Q: 3 clusters Score -2.908765e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190963 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -29087722.000000 Penalty: 6040.709473
	Iteration 79Q: 3 clusters Score -2.908772e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191159 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -29087794.000000 Penalty: 6040.709473
	Iteration 80F: 3 clusters Score -2.908779e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191341 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -29087852.000000 Penalty: 6040.709473
	Iteration 81Q: 3 clusters Score -2.908785e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191528 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -29087938.000000 Penalty: 6040.709473
	Iteration 82Q: 3 clusters Score -2.908794e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191691 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -29087970.000000 Penalty: 6040.709473
	Iteration 83Q: 3 clusters Score -2.908797e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191852 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -29088028.000000 Penalty: 6040.709473
	Iteration 84Q: 3 clusters Score -2.908803e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191989 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -29088168.000000 Penalty: 6040.709473
	Iteration 85Q: 3 clusters Score -2.908817e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192136 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -29088186.000000 Penalty: 6040.709473
	Iteration 86Q: 3 clusters Score -2.908819e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192271 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -29088228.000000 Penalty: 6040.709473
	Iteration 87Q: 3 clusters Score -2.908823e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192368 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -29088254.000000 Penalty: 6040.709473
	Iteration 88Q: 3 clusters Score -2.908825e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192460 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -29088346.000000 Penalty: 6040.709473
	Iteration 89Q: 3 clusters Score -2.908835e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192562 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -29088362.000000 Penalty: 6040.709473
	Iteration 90Q: 3 clusters Score -2.908836e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192644 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -29088390.000000 Penalty: 6040.709473
	Iteration 91Q: 3 clusters Score -2.908839e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192709 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -29088400.000000 Penalty: 6040.709473
	Iteration 92Q: 3 clusters Score -2.90884e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192762 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -29088438.000000 Penalty: 6040.709473
	Iteration 93Q: 3 clusters Score -2.908844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -29088442.000000 Penalty: 6040.709473
	Iteration 94Q: 3 clusters Score -2.908844e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192846 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -29088440.000000 Penalty: 6040.709473
	Iteration 95Q: 3 clusters Score -2.908844e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192893 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -29088444.000000 Penalty: 6040.709473
	Iteration 96Q: 3 clusters Score -2.908844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192937 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -29088474.000000 Penalty: 6040.709473
	Iteration 97Q: 3 clusters Score -2.908847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192976 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -29088488.000000 Penalty: 6040.709473
	Iteration 98Q: 3 clusters Score -2.908849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193011 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -29088490.000000 Penalty: 6040.709473
	Iteration 99Q: 3 clusters Score -2.908849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193042 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -29088536.000000 Penalty: 6040.709473
	Iteration 100F: 3 clusters Score -2.908854e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193087 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -29088530.000000 Penalty: 6040.709473
	Iteration 101Q: 3 clusters Score -2.908853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193121 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -29088532.000000 Penalty: 6040.709473
	Iteration 102Q: 3 clusters Score -2.908853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193141 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -29088536.000000 Penalty: 6040.709473
	Iteration 103Q: 3 clusters Score -2.908854e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193169 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -29088530.000000 Penalty: 6040.709473
	Iteration 104Q: 3 clusters Score -2.908853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193194 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -29088542.000000 Penalty: 6040.709473
	Iteration 105Q: 3 clusters Score -2.908854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193212 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -29088534.000000 Penalty: 6040.709473
	Iteration 106Q: 3 clusters Score -2.908853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193234 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -29088552.000000 Penalty: 6040.709473
	Iteration 107Q: 3 clusters Score -2.908855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193253 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -29088534.000000 Penalty: 6040.709473
	Iteration 108Q: 3 clusters Score -2.908853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193270 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -29088536.000000 Penalty: 6040.709473
	Iteration 109Q: 3 clusters Score -2.908854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -29088552.000000 Penalty: 6040.709473
	Iteration 110Q: 3 clusters Score -2.908855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193296 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -29088552.000000 Penalty: 6040.709473
	Iteration 111Q: 3 clusters Score -2.908855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193307 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -29088562.000000 Penalty: 6040.709473
	Iteration 112Q: 3 clusters Score -2.908856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193321 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -29088570.000000 Penalty: 6040.709473
	Iteration 113Q: 3 clusters Score -2.908857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193328 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -29088580.000000 Penalty: 6040.709473
	Iteration 114Q: 3 clusters Score -2.908858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193338 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -29088602.000000 Penalty: 6040.709473
	Iteration 115Q: 3 clusters Score -2.90886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193348 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -29088584.000000 Penalty: 6040.709473
	Iteration 116Q: 3 clusters Score -2.908858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193362 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -29088578.000000 Penalty: 6040.709473
	Iteration 117Q: 3 clusters Score -2.908858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193374 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -29088604.000000 Penalty: 6040.709473
	Iteration 118Q: 3 clusters Score -2.90886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193385 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -29088592.000000 Penalty: 6040.709473
	Iteration 119Q: 3 clusters Score -2.908859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193404 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -29088592.000000 Penalty: 6040.709473
	Iteration 120F: 3 clusters Score -2.908859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193416 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -29088590.000000 Penalty: 6040.709473
	Iteration 121Q: 3 clusters Score -2.908859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -29088602.000000 Penalty: 6040.709473
	Iteration 122Q: 3 clusters Score -2.90886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -29088602.000000 Penalty: 6040.709473
	Iteration 123Q: 3 clusters Score -2.90886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -29088606.000000 Penalty: 6040.709473
	Iteration 124Q: 3 clusters Score -2.908861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193447 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -29088586.000000 Penalty: 6040.709473
	Iteration 125Q: 3 clusters Score -2.908859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193456 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -29088606.000000 Penalty: 6040.709473
	Iteration 126Q: 3 clusters Score -2.908861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193466 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -29088598.000000 Penalty: 6040.709473
	Iteration 127Q: 3 clusters Score -2.90886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193475 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -29088598.000000 Penalty: 6040.709473
	Iteration 128Q: 3 clusters Score -2.90886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193491 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -29088622.000000 Penalty: 6040.709473
	Iteration 129Q: 3 clusters Score -2.908862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193504 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -29088640.000000 Penalty: 6040.709473
	Iteration 130Q: 3 clusters Score -2.908864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193517 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -29088634.000000 Penalty: 6040.709473
	Iteration 131Q: 3 clusters Score -2.908863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193523 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -29088644.000000 Penalty: 6040.709473
	Iteration 132Q: 3 clusters Score -2.908864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193529 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -29088658.000000 Penalty: 6040.709473
	Iteration 133Q: 3 clusters Score -2.908866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193539 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -29088650.000000 Penalty: 6040.709473
	Iteration 134Q: 3 clusters Score -2.908865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193545 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -29088656.000000 Penalty: 6040.709473
	Iteration 135Q: 3 clusters Score -2.908866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -29088648.000000 Penalty: 6040.709473
	Iteration 136Q: 3 clusters Score -2.908865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193554 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -29088648.000000 Penalty: 6040.709473
	Iteration 137Q: 3 clusters Score -2.908865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193559 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -29088664.000000 Penalty: 6040.709473
	Iteration 138Q: 3 clusters Score -2.908866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193561 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -29088666.000000 Penalty: 6040.709473
	Iteration 139Q: 3 clusters Score -2.908867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193560 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -29088676.000000 Penalty: 6040.709473
	Iteration 140F: 3 clusters Score -2.908868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -38505.546875 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -38505.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37254.218750 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -37254.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37404.964844 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -37404.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37471.515625 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -37471.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37510.824219 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -37510.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37522.441406 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -37522.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37529.484375 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -37529.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37537.460938 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -37537.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37537.460938 Penalty: 2827.420166
	Iteration 7F: 3 clusters Score -37537.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -193515.359375 Penalty: 1839.261841
	Iteration 0F: 2 clusters Score -193515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -191182.203125 Penalty: 3678.523682
	Iteration 0F: 3 clusters Score -191182.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -191747.046875 Penalty: 3678.523682
	Iteration 1F: 3 clusters Score -191747 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -192067.265625 Penalty: 3678.523682
	Iteration 2F: 3 clusters Score -192067.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -192331.390625 Penalty: 3678.523682
	Iteration 3F: 3 clusters Score -192331.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -192524.937500 Penalty: 3678.523682
	Iteration 4F: 3 clusters Score -192524.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -192606.187500 Penalty: 3678.523682
	Iteration 5Q: 3 clusters Score -192606.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -192652.531250 Penalty: 3678.523682
	Iteration 6Q: 3 clusters Score -192652.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -192683.046875 Penalty: 3678.523682
	Iteration 7Q: 3 clusters Score -192683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -192712.109375 Penalty: 3678.523682
	Iteration 8Q: 3 clusters Score -192712.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -192728.609375 Penalty: 3678.523682
	Iteration 9Q: 3 clusters Score -192728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -192741.781250 Penalty: 3678.523682
	Iteration 10Q: 3 clusters Score -192741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -192761.671875 Penalty: 3678.523682
	Iteration 11Q: 3 clusters Score -192761.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192771.656250 Penalty: 3678.523682
	Iteration 12Q: 3 clusters Score -192771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192775.437500 Penalty: 3678.523682
	Iteration 13Q: 3 clusters Score -192775.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192779.187500 Penalty: 3678.523682
	Iteration 14Q: 3 clusters Score -192779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192781.312500 Penalty: 3678.523682
	Iteration 15Q: 3 clusters Score -192781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -192782.171875 Penalty: 3678.523682
	Iteration 16Q: 3 clusters Score -192782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -192782.171875 Penalty: 3678.523682
	Iteration 17F: 3 clusters Score -192782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -744674.125000 Penalty: 2125.541992
	Iteration 0F: 2 clusters Score -744674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -739958.937500 Penalty: 4251.083984
	Iteration 0F: 3 clusters Score -739958.9 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -741230.562500 Penalty: 4251.083984
	Iteration 1F: 3 clusters Score -741230.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -741475.750000 Penalty: 4251.083984
	Iteration 2F: 3 clusters Score -741475.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -741613.437500 Penalty: 4251.083984
	Iteration 3Q: 3 clusters Score -741613.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -741706.937500 Penalty: 4251.083984
	Iteration 4Q: 3 clusters Score -741706.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -741771.000000 Penalty: 4251.083984
	Iteration 5Q: 3 clusters Score -741771 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -741831.437500 Penalty: 4251.083984
	Iteration 6Q: 3 clusters Score -741831.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -741888.562500 Penalty: 4251.083984
	Iteration 7Q: 3 clusters Score -741888.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -741936.187500 Penalty: 4251.083984
	Iteration 8Q: 3 clusters Score -741936.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -741985.750000 Penalty: 4251.083984
	Iteration 9Q: 3 clusters Score -741985.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -742028.312500 Penalty: 4251.083984
	Iteration 10Q: 3 clusters Score -742028.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -742059.562500 Penalty: 4251.083984
	Iteration 11Q: 3 clusters Score -742059.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -742093.062500 Penalty: 4251.083984
	Iteration 12Q: 3 clusters Score -742093.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -742126.250000 Penalty: 4251.083984
	Iteration 13Q: 3 clusters Score -742126.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -742153.750000 Penalty: 4251.083984
	Iteration 14Q: 3 clusters Score -742153.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -742181.125000 Penalty: 4251.083984
	Iteration 15Q: 3 clusters Score -742181.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -742206.375000 Penalty: 4251.083984
	Iteration 16Q: 3 clusters Score -742206.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -742235.250000 Penalty: 4251.083984
	Iteration 17Q: 3 clusters Score -742235.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -742263.250000 Penalty: 4251.083984
	Iteration 18Q: 3 clusters Score -742263.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -742296.625000 Penalty: 4251.083984
	Iteration 19Q: 3 clusters Score -742296.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -742332.812500 Penalty: 4251.083984
	Iteration 20F: 3 clusters Score -742332.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -742367.125000 Penalty: 4251.083984
	Iteration 21Q: 3 clusters Score -742367.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -742399.000000 Penalty: 4251.083984
	Iteration 22Q: 3 clusters Score -742399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -742422.875000 Penalty: 4251.083984
	Iteration 23Q: 3 clusters Score -742422.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -742447.375000 Penalty: 4251.083984
	Iteration 24Q: 3 clusters Score -742447.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -742469.437500 Penalty: 4251.083984
	Iteration 25Q: 3 clusters Score -742469.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -742484.000000 Penalty: 4251.083984
	Iteration 26Q: 3 clusters Score -742484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -742495.250000 Penalty: 4251.083984
	Iteration 27Q: 3 clusters Score -742495.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -742506.375000 Penalty: 4251.083984
	Iteration 28Q: 3 clusters Score -742506.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -742517.875000 Penalty: 4251.083984
	Iteration 29Q: 3 clusters Score -742517.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -742529.875000 Penalty: 4251.083984
	Iteration 30Q: 3 clusters Score -742529.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -742545.312500 Penalty: 4251.083984
	Iteration 31Q: 3 clusters Score -742545.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -742557.687500 Penalty: 4251.083984
	Iteration 32Q: 3 clusters Score -742557.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -742566.937500 Penalty: 4251.083984
	Iteration 33Q: 3 clusters Score -742566.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -742576.437500 Penalty: 4251.083984
	Iteration 34Q: 3 clusters Score -742576.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -742592.062500 Penalty: 4251.083984
	Iteration 35Q: 3 clusters Score -742592.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -742600.312500 Penalty: 4251.083984
	Iteration 36Q: 3 clusters Score -742600.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -742611.375000 Penalty: 4251.083984
	Iteration 37Q: 3 clusters Score -742611.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -742621.562500 Penalty: 4251.083984
	Iteration 38Q: 3 clusters Score -742621.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -742636.625000 Penalty: 4251.083984
	Iteration 39Q: 3 clusters Score -742636.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -742650.562500 Penalty: 4251.083984
	Iteration 40F: 3 clusters Score -742650.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -742661.437500 Penalty: 4251.083984
	Iteration 41Q: 3 clusters Score -742661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -742672.875000 Penalty: 4251.083984
	Iteration 42Q: 3 clusters Score -742672.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -742684.687500 Penalty: 4251.083984
	Iteration 43Q: 3 clusters Score -742684.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -742695.812500 Penalty: 4251.083984
	Iteration 44Q: 3 clusters Score -742695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -742704.625000 Penalty: 4251.083984
	Iteration 45Q: 3 clusters Score -742704.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -742715.937500 Penalty: 4251.083984
	Iteration 46Q: 3 clusters Score -742715.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -742726.875000 Penalty: 4251.083984
	Iteration 47Q: 3 clusters Score -742726.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -742735.125000 Penalty: 4251.083984
	Iteration 48Q: 3 clusters Score -742735.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -742744.250000 Penalty: 4251.083984
	Iteration 49Q: 3 clusters Score -742744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -742759.062500 Penalty: 4251.083984
	Iteration 50Q: 3 clusters Score -742759.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -742768.312500 Penalty: 4251.083984
	Iteration 51Q: 3 clusters Score -742768.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -742781.562500 Penalty: 4251.083984
	Iteration 52Q: 3 clusters Score -742781.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -742795.125000 Penalty: 4251.083984
	Iteration 53Q: 3 clusters Score -742795.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -742806.062500 Penalty: 4251.083984
	Iteration 54Q: 3 clusters Score -742806.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -742812.312500 Penalty: 4251.083984
	Iteration 55Q: 3 clusters Score -742812.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -742818.687500 Penalty: 4251.083984
	Iteration 56Q: 3 clusters Score -742818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -742821.812500 Penalty: 4251.083984
	Iteration 57Q: 3 clusters Score -742821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -742824.062500 Penalty: 4251.083984
	Iteration 58Q: 3 clusters Score -742824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -742826.250000 Penalty: 4251.083984
	Iteration 59Q: 3 clusters Score -742826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -742827.625000 Penalty: 4251.083984
	Iteration 60F: 3 clusters Score -742827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -742829.250000 Penalty: 4251.083984
	Iteration 61Q: 3 clusters Score -742829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -742829.000000 Penalty: 4251.083984
	Iteration 62Q: 3 clusters Score -742829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -742830.375000 Penalty: 4251.083984
	Iteration 63Q: 3 clusters Score -742830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -742830.375000 Penalty: 4251.083984
	Iteration 64F: 3 clusters Score -742830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Entering Unmasked Estep 
Score: -5070400.500000 Penalty: 2589.832031
	Iteration 0F: 2 clusters Score -5070400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5047055.500000 Penalty: 5179.664062
	Iteration 0F: 3 clusters Score -5047056 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5055694.000000 Penalty: 5179.664062
	Iteration 1F: 3 clusters Score -5055694 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -5056158.000000 Penalty: 5179.664062
	Iteration 2Q: 3 clusters Score -5056158 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5056574.500000 Penalty: 5179.664062
	Iteration 3Q: 3 clusters Score -5056574 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -5056968.500000 Penalty: 5179.664062
	Iteration 4Q: 3 clusters Score -5056968 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -5057384.500000 Penalty: 5179.664062
	Iteration 5Q: 3 clusters Score -5057384 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -5057754.000000 Penalty: 5179.664062
	Iteration 6Q: 3 clusters Score -5057754 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5058122.500000 Penalty: 5179.664062
	Iteration 7Q: 3 clusters Score -5058122 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -5058597.000000 Penalty: 5179.664062
	Iteration 8Q: 3 clusters Score -5058597 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -5059145.000000 Penalty: 5179.664062
	Iteration 9Q: 3 clusters Score -5059145 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -5059707.500000 Penalty: 5179.664062
	Iteration 10Q: 3 clusters Score -5059708 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5060381.500000 Penalty: 5179.664062
	Iteration 11Q: 3 clusters Score -5060382 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -5061068.000000 Penalty: 5179.664062
	Iteration 12Q: 3 clusters Score -5061068 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5061713.000000 Penalty: 5179.664062
	Iteration 13Q: 3 clusters Score -5061713 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -5062111.000000 Penalty: 5179.664062
	Iteration 14Q: 3 clusters Score -5062111 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5062357.500000 Penalty: 5179.664062
	Iteration 15Q: 3 clusters Score -5062358 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -5062538.000000 Penalty: 5179.664062
	Iteration 16Q: 3 clusters Score -5062538 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -5062652.500000 Penalty: 5179.664062
	Iteration 17Q: 3 clusters Score -5062652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5062713.500000 Penalty: 5179.664062
	Iteration 18Q: 3 clusters Score -5062714 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5062790.500000 Penalty: 5179.664062
	Iteration 19Q: 3 clusters Score -5062790 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5062848.500000 Penalty: 5179.664062
	Iteration 20F: 3 clusters Score -5062848 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5062893.000000 Penalty: 5179.664062
	Iteration 21Q: 3 clusters Score -5062893 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -5062970.500000 Penalty: 5179.664062
	Iteration 22Q: 3 clusters Score -5062970 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5063024.000000 Penalty: 5179.664062
	Iteration 23Q: 3 clusters Score -5063024 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5063069.500000 Penalty: 5179.664062
	Iteration 24Q: 3 clusters Score -5063070 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -5063142.000000 Penalty: 5179.664062
	Iteration 25Q: 3 clusters Score -5063142 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -5063212.500000 Penalty: 5179.664062
	Iteration 26Q: 3 clusters Score -5063212 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -5063282.500000 Penalty: 5179.664062
	Iteration 27Q: 3 clusters Score -5063282 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -5063354.000000 Penalty: 5179.664062
	Iteration 28Q: 3 clusters Score -5063354 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -5063425.500000 Penalty: 5179.664062
	Iteration 29Q: 3 clusters Score -5063426 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -5063475.000000 Penalty: 5179.664062
	Iteration 30Q: 3 clusters Score -5063475 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5063524.500000 Penalty: 5179.664062
	Iteration 31Q: 3 clusters Score -5063524 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5063634.000000 Penalty: 5179.664062
	Iteration 32Q: 3 clusters Score -5063634 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -5063729.500000 Penalty: 5179.664062
	Iteration 33Q: 3 clusters Score -5063730 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -5063901.000000 Penalty: 5179.664062
	Iteration 34Q: 3 clusters Score -5063901 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5064073.500000 Penalty: 5179.664062
	Iteration 35Q: 3 clusters Score -5064074 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -5064241.000000 Penalty: 5179.664062
	Iteration 36Q: 3 clusters Score -5064241 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -5064414.500000 Penalty: 5179.664062
	Iteration 37Q: 3 clusters Score -5064414 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -5064659.500000 Penalty: 5179.664062
	Iteration 38Q: 3 clusters Score -5064660 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -5064913.500000 Penalty: 5179.664062
	Iteration 39Q: 3 clusters Score -5064914 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5065193.000000 Penalty: 5179.664062
	Iteration 40F: 3 clusters Score -5065193 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5065470.500000 Penalty: 5179.664062
	Iteration 41Q: 3 clusters Score -5065470 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5065807.500000 Penalty: 5179.664062
	Iteration 42Q: 3 clusters Score -5065808 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5066129.000000 Penalty: 5179.664062
	Iteration 43Q: 3 clusters Score -5066129 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5066463.500000 Penalty: 5179.664062
	Iteration 44Q: 3 clusters Score -5066464 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5066744.000000 Penalty: 5179.664062
	Iteration 45Q: 3 clusters Score -5066744 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5067082.000000 Penalty: 5179.664062
	Iteration 46Q: 3 clusters Score -5067082 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5067317.500000 Penalty: 5179.664062
	Iteration 47Q: 3 clusters Score -5067318 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5067481.500000 Penalty: 5179.664062
	Iteration 48Q: 3 clusters Score -5067482 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5067619.000000 Penalty: 5179.664062
	Iteration 49Q: 3 clusters Score -5067619 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5067718.000000 Penalty: 5179.664062
	Iteration 50Q: 3 clusters Score -5067718 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5067811.000000 Penalty: 5179.664062
	Iteration 51Q: 3 clusters Score -5067811 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5067909.000000 Penalty: 5179.664062
	Iteration 52Q: 3 clusters Score -5067909 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5067955.000000 Penalty: 5179.664062
	Iteration 53Q: 3 clusters Score -5067955 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5067988.500000 Penalty: 5179.664062
	Iteration 54Q: 3 clusters Score -5067988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5068022.000000 Penalty: 5179.664062
	Iteration 55Q: 3 clusters Score -5068022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5068055.000000 Penalty: 5179.664062
	Iteration 56Q: 3 clusters Score -5068055 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5068076.500000 Penalty: 5179.664062
	Iteration 57Q: 3 clusters Score -5068076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5068107.000000 Penalty: 5179.664062
	Iteration 58Q: 3 clusters Score -5068107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5068131.500000 Penalty: 5179.664062
	Iteration 59Q: 3 clusters Score -5068132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5068154.500000 Penalty: 5179.664062
	Iteration 60F: 3 clusters Score -5068154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5068170.000000 Penalty: 5179.664062
	Iteration 61Q: 3 clusters Score -5068170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5068180.500000 Penalty: 5179.664062
	Iteration 62Q: 3 clusters Score -5068180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5068184.000000 Penalty: 5179.664062
	Iteration 63Q: 3 clusters Score -5068184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5068207.500000 Penalty: 5179.664062
	Iteration 64Q: 3 clusters Score -5068208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5068222.500000 Penalty: 5179.664062
	Iteration 65Q: 3 clusters Score -5068222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5068234.000000 Penalty: 5179.664062
	Iteration 66Q: 3 clusters Score -5068234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5068240.500000 Penalty: 5179.664062
	Iteration 67Q: 3 clusters Score -5068240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5068239.500000 Penalty: 5179.664062
	Iteration 68Q: 3 clusters Score -5068240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5068247.000000 Penalty: 5179.664062
	Iteration 69Q: 3 clusters Score -5068247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5068256.000000 Penalty: 5179.664062
	Iteration 70Q: 3 clusters Score -5068256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5068264.000000 Penalty: 5179.664062
	Iteration 71Q: 3 clusters Score -5068264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5068270.500000 Penalty: 5179.664062
	Iteration 72Q: 3 clusters Score -5068270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5068267.500000 Penalty: 5179.664062
	Iteration 73Q: 3 clusters Score -5068268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5068274.500000 Penalty: 5179.664062
	Iteration 74Q: 3 clusters Score -5068274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5068272.000000 Penalty: 5179.664062
	Iteration 75Q: 3 clusters Score -5068272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5068269.500000 Penalty: 5179.664062
	Iteration 76Q: 3 clusters Score -5068270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5068273.500000 Penalty: 5179.664062
	Iteration 77Q: 3 clusters Score -5068274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5068274.000000 Penalty: 5179.664062
	Iteration 78Q: 3 clusters Score -5068274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5068276.000000 Penalty: 5179.664062
	Iteration 79Q: 3 clusters Score -5068276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5068272.000000 Penalty: 5179.664062
	Iteration 80F: 3 clusters Score -5068272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5068276.000000 Penalty: 5179.664062
	Iteration 81Q: 3 clusters Score -5068276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5068276.000000 Penalty: 5179.664062
	Iteration 82Q: 3 clusters Score -5068276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5068276.000000 Penalty: 5179.664062
	Iteration 83F: 3 clusters Score -5068276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -1043378.250000 Penalty: 2200.897949
	Iteration 0F: 2 clusters Score -1043378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1037462.125000 Penalty: 4401.795898
	Iteration 0F: 3 clusters Score -1037462 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1038981.437500 Penalty: 4401.795898
	Iteration 1F: 3 clusters Score -1038981 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1039219.375000 Penalty: 4401.795898
	Iteration 2F: 3 clusters Score -1039219 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1039384.437500 Penalty: 4401.795898
	Iteration 3Q: 3 clusters Score -1039384 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1039518.500000 Penalty: 4401.795898
	Iteration 4Q: 3 clusters Score -1039518 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1039653.687500 Penalty: 4401.795898
	Iteration 5Q: 3 clusters Score -1039654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1039788.812500 Penalty: 4401.795898
	Iteration 6Q: 3 clusters Score -1039789 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1039948.812500 Penalty: 4401.795898
	Iteration 7Q: 3 clusters Score -1039949 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1040140.812500 Penalty: 4401.795898
	Iteration 8Q: 3 clusters Score -1040141 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1040383.500000 Penalty: 4401.795898
	Iteration 9Q: 3 clusters Score -1040384 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1040608.500000 Penalty: 4401.795898
	Iteration 10Q: 3 clusters Score -1040608 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1040819.187500 Penalty: 4401.795898
	Iteration 11Q: 3 clusters Score -1040819 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1040991.500000 Penalty: 4401.795898
	Iteration 12Q: 3 clusters Score -1040992 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1041142.937500 Penalty: 4401.795898
	Iteration 13Q: 3 clusters Score -1041143 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1041268.187500 Penalty: 4401.795898
	Iteration 14Q: 3 clusters Score -1041268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1041369.750000 Penalty: 4401.795898
	Iteration 15Q: 3 clusters Score -1041370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1041462.250000 Penalty: 4401.795898
	Iteration 16Q: 3 clusters Score -1041462 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1041546.937500 Penalty: 4401.795898
	Iteration 17Q: 3 clusters Score -1041547 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1041602.437500 Penalty: 4401.795898
	Iteration 18Q: 3 clusters Score -1041602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1041632.375000 Penalty: 4401.795898
	Iteration 19Q: 3 clusters Score -1041632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1041656.437500 Penalty: 4401.795898
	Iteration 20F: 3 clusters Score -1041656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1041682.437500 Penalty: 4401.795898
	Iteration 21Q: 3 clusters Score -1041682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1041698.500000 Penalty: 4401.795898
	Iteration 22Q: 3 clusters Score -1041698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1041703.250000 Penalty: 4401.795898
	Iteration 23Q: 3 clusters Score -1041703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1041708.500000 Penalty: 4401.795898
	Iteration 24Q: 3 clusters Score -1041708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1041712.562500 Penalty: 4401.795898
	Iteration 25Q: 3 clusters Score -1041713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1041716.812500 Penalty: 4401.795898
	Iteration 26Q: 3 clusters Score -1041717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1041719.625000 Penalty: 4401.795898
	Iteration 27Q: 3 clusters Score -1041720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1041723.187500 Penalty: 4401.795898
	Iteration 28Q: 3 clusters Score -1041723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1041724.875000 Penalty: 4401.795898
	Iteration 29Q: 3 clusters Score -1041725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1041726.250000 Penalty: 4401.795898
	Iteration 30Q: 3 clusters Score -1041726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1041726.312500 Penalty: 4401.795898
	Iteration 31Q: 3 clusters Score -1041726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1041726.312500 Penalty: 4401.795898
	Iteration 32Q: 3 clusters Score -1041726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1041726.312500 Penalty: 4401.795898
	Iteration 33F: 3 clusters Score -1041726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -36686.085938 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -36686.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35426.125000 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -35426.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35560.855469 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -35560.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35614.320312 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -35614.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35621.578125 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -35621.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35621.578125 Penalty: 2857.977539
	Iteration 4F: 3 clusters Score -35621.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -61132.890625 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -61132.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59840.507812 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -59840.51 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60235.113281 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -60235.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60450.703125 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -60450.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60646.332031 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -60646.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60723.984375 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -60723.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60777.945312 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -60777.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60828.296875 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -60828.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60876.007812 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -60876.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60924.156250 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -60924.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60972.304688 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -60972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61045.554688 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -61045.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61123.421875 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -61123.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61207.976562 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -61207.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61247.945312 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -61247.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61259.667969 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -61259.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61274.046875 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -61274.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61297.660156 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -61297.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61317.492188 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -61317.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61320.093750 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -61320.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61320.398438 Penalty: 3088.362305
	Iteration 19F: 3 clusters Score -61320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61365.253906 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -61365.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61395.339844 Penalty: 3088.362305
	Iteration 21Q: 3 clusters Score -61395.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61395.339844 Penalty: 3088.362305
	Iteration 22F: 3 clusters Score -61395.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36580 members 
Mstep: Class 3 contains 64416 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18497 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 32097 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 194629 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34299 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 340 members 
Mstep: Class 32 contains 135584 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 11454 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 166 members 
Entering Unmasked Estep 
Score: -95478240.000000 Penalty: 122977.367188
Splitting cluster 31 changes total score from -95477464.000000 to -95478240.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 32 (135584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Entering Unmasked Estep 
Score: -20249662.000000 Penalty: 2930.701904
	Iteration 0F: 2 clusters Score -2.024966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -20160028.000000 Penalty: 5861.403809
	Iteration 0F: 3 clusters Score -2.016003e+07 nChanged 64681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -20198252.000000 Penalty: 5861.403809
	Iteration 1F: 3 clusters Score -2.019825e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -20200042.000000 Penalty: 5861.403809
	Iteration 2Q: 3 clusters Score -2.020004e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -20202616.000000 Penalty: 5861.403809
	Iteration 3Q: 3 clusters Score -2.020262e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -20206750.000000 Penalty: 5861.403809
	Iteration 4F: 3 clusters Score -2.020675e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -20213104.000000 Penalty: 5861.403809
	Iteration 5F: 3 clusters Score -2.02131e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -20221898.000000 Penalty: 5861.403809
	Iteration 6F: 3 clusters Score -2.02219e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -20231506.000000 Penalty: 5861.403809
	Iteration 7F: 3 clusters Score -2.023151e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 122756 members 
Entering Unmasked Estep 
Score: -20238926.000000 Penalty: 5861.403809
	Iteration 8F: 3 clusters Score -2.023893e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -20243056.000000 Penalty: 5861.403809
	Iteration 9Q: 3 clusters Score -2.024306e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 129605 members 
Entering Unmasked Estep 
Score: -20244954.000000 Penalty: 5861.403809
	Iteration 10Q: 3 clusters Score -2.024495e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 130723 members 
Entering Unmasked Estep 
Score: -20245870.000000 Penalty: 5861.403809
	Iteration 11Q: 3 clusters Score -2.024587e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -20246352.000000 Penalty: 5861.403809
	Iteration 12Q: 3 clusters Score -2.024635e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 131850 members 
Entering Unmasked Estep 
Score: -20246630.000000 Penalty: 5861.403809
	Iteration 13Q: 3 clusters Score -2.024663e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 132152 members 
Entering Unmasked Estep 
Score: -20246774.000000 Penalty: 5861.403809
	Iteration 14Q: 3 clusters Score -2.024677e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -20246908.000000 Penalty: 5861.403809
	Iteration 15Q: 3 clusters Score -2.024691e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 132537 members 
Entering Unmasked Estep 
Score: -20247002.000000 Penalty: 5861.403809
	Iteration 16Q: 3 clusters Score -2.0247e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 132670 members 
Entering Unmasked Estep 
Score: -20247016.000000 Penalty: 5861.403809
	Iteration 17Q: 3 clusters Score -2.024702e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -20247036.000000 Penalty: 5861.403809
	Iteration 18Q: 3 clusters Score -2.024704e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -20247068.000000 Penalty: 5861.403809
	Iteration 19Q: 3 clusters Score -2.024707e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 132943 members 
Entering Unmasked Estep 
Score: -20247074.000000 Penalty: 5861.403809
	Iteration 20F: 3 clusters Score -2.024707e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 133006 members 
Entering Unmasked Estep 
Score: -20247096.000000 Penalty: 5861.403809
	Iteration 21Q: 3 clusters Score -2.02471e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 133057 members 
Entering Unmasked Estep 
Score: -20247118.000000 Penalty: 5861.403809
	Iteration 22Q: 3 clusters Score -2.024712e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 133123 members 
Entering Unmasked Estep 
Score: -20247168.000000 Penalty: 5861.403809
	Iteration 23Q: 3 clusters Score -2.024717e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
Score: -20247194.000000 Penalty: 5861.403809
	Iteration 24Q: 3 clusters Score -2.024719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 133195 members 
Entering Unmasked Estep 
Score: -20247202.000000 Penalty: 5861.403809
	Iteration 25Q: 3 clusters Score -2.02472e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -20247222.000000 Penalty: 5861.403809
	Iteration 26Q: 3 clusters Score -2.024722e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -20247232.000000 Penalty: 5861.403809
	Iteration 27Q: 3 clusters Score -2.024723e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 133280 members 
Entering Unmasked Estep 
Score: -20247274.000000 Penalty: 5861.403809
	Iteration 28Q: 3 clusters Score -2.024727e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -20247302.000000 Penalty: 5861.403809
	Iteration 29Q: 3 clusters Score -2.02473e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 133352 members 
Entering Unmasked Estep 
Score: -20247292.000000 Penalty: 5861.403809
	Iteration 30Q: 3 clusters Score -2.024729e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -20247304.000000 Penalty: 5861.403809
	Iteration 31Q: 3 clusters Score -2.02473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 133403 members 
Entering Unmasked Estep 
Score: -20247306.000000 Penalty: 5861.403809
	Iteration 32Q: 3 clusters Score -2.024731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 133421 members 
Entering Unmasked Estep 
Score: -20247294.000000 Penalty: 5861.403809
	Iteration 33Q: 3 clusters Score -2.024729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -20247314.000000 Penalty: 5861.403809
	Iteration 34Q: 3 clusters Score -2.024731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 133444 members 
Entering Unmasked Estep 
Score: -20247318.000000 Penalty: 5861.403809
	Iteration 35Q: 3 clusters Score -2.024732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 133449 members 
Entering Unmasked Estep 
Score: -20247332.000000 Penalty: 5861.403809
	Iteration 36Q: 3 clusters Score -2.024733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 133450 members 
Entering Unmasked Estep 
Score: -20247338.000000 Penalty: 5861.403809
	Iteration 37Q: 3 clusters Score -2.024734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 133459 members 
Entering Unmasked Estep 
Score: -20247360.000000 Penalty: 5861.403809
	Iteration 38Q: 3 clusters Score -2.024736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -20247380.000000 Penalty: 5861.403809
	Iteration 39Q: 3 clusters Score -2.024738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 133483 members 
Entering Unmasked Estep 
Score: -20247392.000000 Penalty: 5861.403809
	Iteration 40F: 3 clusters Score -2.024739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 133495 members 
Entering Unmasked Estep 
Score: -20247382.000000 Penalty: 5861.403809
	Iteration 41Q: 3 clusters Score -2.024738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 133506 members 
Entering Unmasked Estep 
Score: -20247408.000000 Penalty: 5861.403809
	Iteration 42Q: 3 clusters Score -2.024741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 133517 members 
Entering Unmasked Estep 
Score: -20247422.000000 Penalty: 5861.403809
	Iteration 43Q: 3 clusters Score -2.024742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -20247436.000000 Penalty: 5861.403809
	Iteration 44Q: 3 clusters Score -2.024744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 133529 members 
Entering Unmasked Estep 
Score: -20247434.000000 Penalty: 5861.403809
	Iteration 45Q: 3 clusters Score -2.024743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -20247432.000000 Penalty: 5861.403809
	Iteration 46Q: 3 clusters Score -2.024743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -20247408.000000 Penalty: 5861.403809
	Iteration 47Q: 3 clusters Score -2.024741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 133555 members 
Entering Unmasked Estep 
Score: -20247424.000000 Penalty: 5861.403809
	Iteration 48Q: 3 clusters Score -2.024742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 133570 members 
Entering Unmasked Estep 
Score: -20247440.000000 Penalty: 5861.403809
	Iteration 49Q: 3 clusters Score -2.024744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -20247442.000000 Penalty: 5861.403809
	Iteration 50Q: 3 clusters Score -2.024744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 133597 members 
Entering Unmasked Estep 
Score: -20247452.000000 Penalty: 5861.403809
	Iteration 51Q: 3 clusters Score -2.024745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 133612 members 
Entering Unmasked Estep 
Score: -20247458.000000 Penalty: 5861.403809
	Iteration 52Q: 3 clusters Score -2.024746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -20247468.000000 Penalty: 5861.403809
	Iteration 53Q: 3 clusters Score -2.024747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 133639 members 
Entering Unmasked Estep 
Score: -20247476.000000 Penalty: 5861.403809
	Iteration 54Q: 3 clusters Score -2.024748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -20247476.000000 Penalty: 5861.403809
	Iteration 55Q: 3 clusters Score -2.024748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 133656 members 
Entering Unmasked Estep 
Score: -20247474.000000 Penalty: 5861.403809
	Iteration 56Q: 3 clusters Score -2.024747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 133663 members 
Entering Unmasked Estep 
Score: -20247468.000000 Penalty: 5861.403809
	Iteration 57Q: 3 clusters Score -2.024747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -20247470.000000 Penalty: 5861.403809
	Iteration 58Q: 3 clusters Score -2.024747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -20247476.000000 Penalty: 5861.403809
	Iteration 59Q: 3 clusters Score -2.024748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 133688 members 
Entering Unmasked Estep 
Score: -20247462.000000 Penalty: 5861.403809
	Iteration 60F: 3 clusters Score -2.024746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 133694 members 
Entering Unmasked Estep 
Score: -20247466.000000 Penalty: 5861.403809
	Iteration 61Q: 3 clusters Score -2.024747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -20247464.000000 Penalty: 5861.403809
	Iteration 62Q: 3 clusters Score -2.024746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 133706 members 
Entering Unmasked Estep 
Score: -20247450.000000 Penalty: 5861.403809
	Iteration 63Q: 3 clusters Score -2.024745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 133711 members 
Entering Unmasked Estep 
Score: -20247458.000000 Penalty: 5861.403809
	Iteration 64Q: 3 clusters Score -2.024746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -20247458.000000 Penalty: 5861.403809
	Iteration 65Q: 3 clusters Score -2.024746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -20247458.000000 Penalty: 5861.403809
	Iteration 66F: 3 clusters Score -2.024746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -341740.625000 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -341740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -338839.718750 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -338839.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -339423.375000 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -339423.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -339570.375000 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -339570.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -339637.750000 Penalty: 3854.030762
	Iteration 3Q: 3 clusters Score -339637.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -339677.656250 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -339677.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -339703.312500 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -339703.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -339717.406250 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -339717.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -339726.718750 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -339726.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -339737.718750 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -339737.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -339747.468750 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -339747.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -339756.625000 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -339756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339765.281250 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -339765.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -339770.937500 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -339770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -339774.687500 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -339774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -339776.593750 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -339776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -339778.156250 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -339778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -339778.781250 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -339778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -339779.875000 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -339779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -339780.343750 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -339780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -339780.687500 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -339780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -339780.937500 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -339780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -339781.312500 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -339781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -339782.187500 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -339782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -339784.593750 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -339784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -339786.625000 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -339786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -339790.500000 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -339790.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -339794.843750 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -339794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -339798.156250 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -339798.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -339802.500000 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -339802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -339807.500000 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -339807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -339809.781250 Penalty: 3854.030762
	Iteration 30Q: 3 clusters Score -339809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -339812.562500 Penalty: 3854.030762
	Iteration 31Q: 3 clusters Score -339812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -339815.156250 Penalty: 3854.030762
	Iteration 32Q: 3 clusters Score -339815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -339816.687500 Penalty: 3854.030762
	Iteration 33Q: 3 clusters Score -339816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -339817.437500 Penalty: 3854.030762
	Iteration 34Q: 3 clusters Score -339817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -339820.750000 Penalty: 3854.030762
	Iteration 35Q: 3 clusters Score -339820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -339821.312500 Penalty: 3854.030762
	Iteration 36Q: 3 clusters Score -339821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -339821.312500 Penalty: 3854.030762
	Iteration 37F: 3 clusters Score -339821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -127382.546875 Penalty: 1714.606812
	Iteration 0F: 2 clusters Score -127382.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125471.554688 Penalty: 3429.213623
	Iteration 0F: 3 clusters Score -125471.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126160.593750 Penalty: 3429.213623
	Iteration 1F: 3 clusters Score -126160.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126670.750000 Penalty: 3429.213623
	Iteration 2F: 3 clusters Score -126670.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127330.781250 Penalty: 3429.213623
	Iteration 3F: 3 clusters Score -127330.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -128289.625000 Penalty: 3429.213623
	Iteration 4F: 3 clusters Score -128289.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -128501.929688 Penalty: 3429.213623
	Iteration 5F: 3 clusters Score -128501.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128785.734375 Penalty: 3429.213623
	Iteration 6F: 3 clusters Score -128785.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -129184.656250 Penalty: 3429.213623
	Iteration 7F: 3 clusters Score -129184.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129636.234375 Penalty: 3429.213623
	Iteration 8Q: 3 clusters Score -129636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129836.546875 Penalty: 3429.213623
	Iteration 9Q: 3 clusters Score -129836.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -130085.906250 Penalty: 3429.213623
	Iteration 10Q: 3 clusters Score -130085.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130472.976562 Penalty: 3429.213623
	Iteration 11Q: 3 clusters Score -130473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130472.976562 Penalty: 3429.213623
	Iteration 12F: 3 clusters Score -130473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36580 members 
Mstep: Class 3 contains 64416 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18497 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 32097 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 194629 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34299 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 340 members 
Mstep: Class 32 contains 135584 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11454 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 166 members 
Mstep: Class 38 contains 655 members 
Entering Unmasked Estep 
Score: -95479832.000000 Penalty: 126301.078125
Splitting cluster 34 changes total score from -95477464.000000 to -95479832.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36580 members 
Mstep: Class 3 contains 64416 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18497 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 11790 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 32097 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 194629 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34299 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 340 members 
Mstep: Class 32 contains 135584 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481280.000000 Penalty: 126301.078125
Iteration 119Q: 39 clusters Score -9.548128e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36835 members 
Mstep: Class 3 contains 64479 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 18486 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 11970 members 
Mstep: Class 9 contains 9582 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 13210 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 32298 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 18999 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 6384 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 194643 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 5274 members 
Mstep: Class 28 contains 34256 members 
Mstep: Class 29 contains 7147 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 135833 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 10684 members 
Mstep: Class 36 contains 481 members 
Mstep: Class 37 contains 166 members 
Mstep: Class 38 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482888.000000 Penalty: 126301.078125
Iteration 120F: 39 clusters Score -9.548289e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36887 members 
Mstep: Class 3 contains 64281 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12103 members 
Mstep: Class 9 contains 9493 members 
Mstep: Class 10 contains 7920 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 13225 members 
Mstep: Class 13 contains 1004 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 32153 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 11276 members 
Mstep: Class 20 contains 18962 members 
Mstep: Class 21 contains 13769 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 194594 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 34228 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 135918 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11203 members 
Mstep: Class 36 contains 483 members 
Mstep: Class 37 contains 166 members 
Mstep: Class 38 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95483560.000000 Penalty: 126301.078125
Iteration 121Q: 39 clusters Score -9.548356e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36935 members 
Mstep: Class 3 contains 64141 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12243 members 
Mstep: Class 9 contains 9402 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 13233 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 5383 members 
Mstep: Class 15 contains 32101 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 11158 members 
Mstep: Class 20 contains 18936 members 
Mstep: Class 21 contains 13779 members 
Mstep: Class 22 contains 6341 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 194514 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 34203 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 136037 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11466 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 165 members 
Mstep: Class 38 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95483800.000000 Penalty: 126301.078125
Iteration 122Q: 39 clusters Score -9.54838e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36961 members 
Mstep: Class 3 contains 64026 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 18451 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12359 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 7923 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13245 members 
Mstep: Class 13 contains 980 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 32075 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 11074 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 6328 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 194447 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 34171 members 
Mstep: Class 29 contains 7146 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 136158 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11645 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 164 members 
Mstep: Class 38 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484296.000000 Penalty: 126301.078125
Iteration 123Q: 39 clusters Score -9.54843e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36983 members 
Mstep: Class 3 contains 63921 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 18439 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12448 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7925 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 5364 members 
Mstep: Class 15 contains 32076 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 11004 members 
Mstep: Class 20 contains 18869 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 6315 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 194375 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34143 members 
Mstep: Class 29 contains 7144 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 136294 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11772 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484352.000000 Penalty: 126301.078125
Iteration 124Q: 39 clusters Score -9.548435e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37010 members 
Mstep: Class 3 contains 63840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 18439 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 9249 members 
Mstep: Class 10 contains 7917 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13254 members 
Mstep: Class 13 contains 976 members 
Mstep: Class 14 contains 5354 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 18846 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 194310 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 5276 members 
Mstep: Class 28 contains 34123 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 201 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 136419 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11862 members 
Mstep: Class 36 contains 491 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484336.000000 Penalty: 126301.078125
Iteration 125Q: 39 clusters Score -9.548434e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 37034 members 
Mstep: Class 3 contains 63765 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18437 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12570 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 32050 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10886 members 
Mstep: Class 20 contains 18827 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 6298 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194262 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 5276 members 
Mstep: Class 28 contains 34101 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 136537 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11945 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484432.000000 Penalty: 126301.078125
Iteration 126Q: 39 clusters Score -9.548443e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37051 members 
Mstep: Class 3 contains 63707 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 32031 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10858 members 
Mstep: Class 20 contains 18810 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194204 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34082 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 136653 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 11997 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484408.000000 Penalty: 126301.078125
Iteration 127Q: 39 clusters Score -9.548441e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37083 members 
Mstep: Class 3 contains 63659 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18446 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 13268 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 32013 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10824 members 
Mstep: Class 20 contains 18791 members 
Mstep: Class 21 contains 13807 members 
Mstep: Class 22 contains 6290 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194154 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 34067 members 
Mstep: Class 29 contains 7141 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 136762 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12038 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484536.000000 Penalty: 126301.078125
Iteration 128Q: 39 clusters Score -9.548454e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37095 members 
Mstep: Class 3 contains 63618 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18449 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 9201 members 
Mstep: Class 10 contains 7904 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 13270 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 32001 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10801 members 
Mstep: Class 20 contains 18775 members 
Mstep: Class 21 contains 13809 members 
Mstep: Class 22 contains 6288 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194097 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 34046 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 136856 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12090 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484512.000000 Penalty: 126301.078125
Iteration 129Q: 39 clusters Score -9.548451e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37116 members 
Mstep: Class 3 contains 63585 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 9 contains 9192 members 
Mstep: Class 10 contains 7903 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 31990 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10774 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 13819 members 
Mstep: Class 22 contains 6288 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194044 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 5273 members 
Mstep: Class 28 contains 34029 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 136942 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12125 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484456.000000 Penalty: 126301.078125
Iteration 130Q: 39 clusters Score -9.548446e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37134 members 
Mstep: Class 3 contains 63565 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18439 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 9190 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 5304 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10759 members 
Mstep: Class 20 contains 18744 members 
Mstep: Class 21 contains 13821 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193996 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 34011 members 
Mstep: Class 29 contains 7144 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137014 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12142 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484448.000000 Penalty: 126301.078125
Iteration 131Q: 39 clusters Score -9.548445e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37150 members 
Mstep: Class 3 contains 63550 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18435 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12683 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 974 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 31984 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10742 members 
Mstep: Class 20 contains 18732 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 6282 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193988 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 5275 members 
Mstep: Class 28 contains 33992 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137049 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12150 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484680.000000 Penalty: 126301.078125
Iteration 132Q: 39 clusters Score -9.548468e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 63533 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12698 members 
Mstep: Class 9 contains 9181 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 31986 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10721 members 
Mstep: Class 20 contains 18726 members 
Mstep: Class 21 contains 13829 members 
Mstep: Class 22 contains 6281 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193976 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1677 members 
Mstep: Class 27 contains 5274 members 
Mstep: Class 28 contains 33981 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137082 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484672.000000 Penalty: 126301.078125
Iteration 133Q: 39 clusters Score -9.548467e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 3 contains 63519 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18423 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 9176 members 
Mstep: Class 10 contains 7914 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 31979 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10705 members 
Mstep: Class 20 contains 18720 members 
Mstep: Class 21 contains 13831 members 
Mstep: Class 22 contains 6280 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193958 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 33970 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137117 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12169 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484744.000000 Penalty: 126301.078125
Iteration 134Q: 39 clusters Score -9.548474e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37212 members 
Mstep: Class 3 contains 63504 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18409 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12726 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 7916 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 31990 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 20 contains 18709 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193946 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 33965 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137144 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484728.000000 Penalty: 126301.078125
Iteration 135Q: 39 clusters Score -9.548473e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37224 members 
Mstep: Class 3 contains 63492 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18410 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12731 members 
Mstep: Class 9 contains 9169 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 31991 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10676 members 
Mstep: Class 20 contains 18699 members 
Mstep: Class 21 contains 13842 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193934 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 33960 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137173 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484704.000000 Penalty: 126301.078125
Iteration 136Q: 39 clusters Score -9.54847e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37233 members 
Mstep: Class 3 contains 63484 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18410 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12739 members 
Mstep: Class 9 contains 9165 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 5286 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10674 members 
Mstep: Class 20 contains 18693 members 
Mstep: Class 21 contains 13844 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193917 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 33954 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137206 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12179 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484768.000000 Penalty: 126301.078125
Iteration 137Q: 39 clusters Score -9.548477e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37238 members 
Mstep: Class 3 contains 63474 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18409 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 9165 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 31989 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10670 members 
Mstep: Class 20 contains 18681 members 
Mstep: Class 21 contains 13847 members 
Mstep: Class 22 contains 6276 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193901 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33950 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137247 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12183 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484752.000000 Penalty: 126301.078125
Iteration 138Q: 39 clusters Score -9.548475e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37247 members 
Mstep: Class 3 contains 63469 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18408 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12747 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10666 members 
Mstep: Class 20 contains 18673 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193897 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33945 members 
Mstep: Class 29 contains 7146 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137270 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12189 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484720.000000 Penalty: 126301.078125
Iteration 139Q: 39 clusters Score -9.548472e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37250 members 
Mstep: Class 3 contains 63466 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12750 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 7908 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10665 members 
Mstep: Class 20 contains 18666 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193898 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 33936 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137284 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12196 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484744.000000 Penalty: 126301.078125
Iteration 140F: 39 clusters Score -9.548474e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37255 members 
Mstep: Class 3 contains 63466 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12753 members 
Mstep: Class 9 contains 9138 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5269 members 
Mstep: Class 15 contains 31991 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10662 members 
Mstep: Class 20 contains 18661 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193890 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33931 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 170 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137301 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12205 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484968.000000 Penalty: 126301.078125
Iteration 141Q: 39 clusters Score -9.548497e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37260 members 
Mstep: Class 3 contains 63466 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12753 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 20 contains 18659 members 
Mstep: Class 21 contains 13852 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193877 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33929 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137318 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484952.000000 Penalty: 126301.078125
Iteration 142Q: 39 clusters Score -9.548495e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37262 members 
Mstep: Class 3 contains 63464 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 31986 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10658 members 
Mstep: Class 20 contains 18660 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193867 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33927 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137330 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484952.000000 Penalty: 126301.078125
Iteration 143Q: 39 clusters Score -9.548495e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63460 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12757 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 31986 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10653 members 
Mstep: Class 20 contains 18655 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6276 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193855 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33925 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137349 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485040.000000 Penalty: 126301.078125
Iteration 144Q: 39 clusters Score -9.548504e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37276 members 
Mstep: Class 3 contains 63453 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18403 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5259 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10650 members 
Mstep: Class 20 contains 18654 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6273 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193848 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33919 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137367 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12227 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484952.000000 Penalty: 126301.078125
Iteration 145Q: 39 clusters Score -9.548495e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37277 members 
Mstep: Class 3 contains 63450 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 7908 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5257 members 
Mstep: Class 15 contains 31989 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10651 members 
Mstep: Class 20 contains 18650 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193844 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33915 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137383 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12228 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484928.000000 Penalty: 126301.078125
Iteration 146Q: 39 clusters Score -9.548493e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37277 members 
Mstep: Class 3 contains 63449 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18403 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 31990 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10650 members 
Mstep: Class 20 contains 18648 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193844 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33904 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137401 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12229 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485000.000000 Penalty: 126301.078125
Iteration 147Q: 39 clusters Score -9.5485e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37277 members 
Mstep: Class 3 contains 63449 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18405 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5255 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10649 members 
Mstep: Class 20 contains 18648 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6272 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193853 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33892 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137408 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12231 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484984.000000 Penalty: 126301.078125
Iteration 148Q: 39 clusters Score -9.548498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37279 members 
Mstep: Class 3 contains 63446 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18404 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31989 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10648 members 
Mstep: Class 20 contains 18646 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6271 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193866 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5267 members 
Mstep: Class 28 contains 33890 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137405 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485048.000000 Penalty: 126301.078125
Iteration 149Q: 39 clusters Score -9.548505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63443 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10650 members 
Mstep: Class 20 contains 18647 members 
Mstep: Class 21 contains 13852 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193870 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5269 members 
Mstep: Class 28 contains 33888 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137406 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12242 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485008.000000 Penalty: 126301.078125
Iteration 150Q: 39 clusters Score -9.548501e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37277 members 
Mstep: Class 3 contains 63442 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31990 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10651 members 
Mstep: Class 20 contains 18645 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193868 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33885 members 
Mstep: Class 29 contains 7147 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137413 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12251 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485120.000000 Penalty: 126301.078125
Iteration 151Q: 39 clusters Score -9.548512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37277 members 
Mstep: Class 3 contains 63440 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7902 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18644 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193869 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33882 members 
Mstep: Class 29 contains 7147 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137418 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12255 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485096.000000 Penalty: 126301.078125
Iteration 152Q: 39 clusters Score -9.54851e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37276 members 
Mstep: Class 3 contains 63441 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7898 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18645 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193869 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33877 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137425 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12257 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485120.000000 Penalty: 126301.078125
Iteration 153Q: 39 clusters Score -9.548512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37276 members 
Mstep: Class 3 contains 63441 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7896 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18643 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193875 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33875 members 
Mstep: Class 29 contains 7147 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137426 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12257 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485216.000000 Penalty: 126301.078125
Iteration 154Q: 39 clusters Score -9.548522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 63440 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7896 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31986 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18638 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193882 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33873 members 
Mstep: Class 29 contains 7148 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137425 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485208.000000 Penalty: 126301.078125
Iteration 155Q: 39 clusters Score -9.548521e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 63439 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7893 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18635 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193884 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33870 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137430 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12259 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485240.000000 Penalty: 126301.078125
Iteration 156Q: 39 clusters Score -9.548524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63438 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7893 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18635 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193893 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33864 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137429 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12259 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485208.000000 Penalty: 126301.078125
Iteration 157Q: 39 clusters Score -9.548521e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63435 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7891 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18634 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193907 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137425 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12259 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485128.000000 Penalty: 126301.078125
Iteration 158Q: 39 clusters Score -9.548513e+07 nChanged 43
Entering ConstructFrom: 
Score: -95485128.000000 Penalty: 126301.078125
Entering ConstructFrom: 
Trying to split cluster 1 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -224705.656250 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -224705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -222405.765625 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -222405.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -223137.046875 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -223137 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223597.093750 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -223597.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -223898.078125 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -223898.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -224064.578125 Penalty: 3681.793701
	Iteration 4F: 3 clusters Score -224064.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -224143.046875 Penalty: 3681.793701
	Iteration 5Q: 3 clusters Score -224143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -224198.609375 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -224198.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -224263.375000 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -224263.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224298.203125 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -224298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224323.218750 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -224323.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224339.062500 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -224339.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -224354.656250 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -224354.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -224361.546875 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -224361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -224366.046875 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -224366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224371.125000 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -224371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224372.468750 Penalty: 3681.793701
	Iteration 15Q: 3 clusters Score -224372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224373.640625 Penalty: 3681.793701
	Iteration 16F: 3 clusters Score -224373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -224379.078125 Penalty: 3681.793701
	Iteration 17Q: 3 clusters Score -224379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -224384.703125 Penalty: 3681.793701
	Iteration 18Q: 3 clusters Score -224384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -224392.875000 Penalty: 3681.793701
	Iteration 19Q: 3 clusters Score -224392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -224395.859375 Penalty: 3681.793701
	Iteration 20F: 3 clusters Score -224395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -224399.406250 Penalty: 3681.793701
	Iteration 21Q: 3 clusters Score -224399.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -224406.765625 Penalty: 3681.793701
	Iteration 22Q: 3 clusters Score -224406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -224412.812500 Penalty: 3681.793701
	Iteration 23Q: 3 clusters Score -224412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -224415.296875 Penalty: 3681.793701
	Iteration 24Q: 3 clusters Score -224415.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -224415.296875 Penalty: 3681.793701
	Iteration 25F: 3 clusters Score -224415.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Entering Unmasked Estep 
Score: -5476964.000000 Penalty: 2610.460693
	Iteration 0F: 2 clusters Score -5476964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -5451775.000000 Penalty: 5220.921387
	Iteration 0F: 3 clusters Score -5451775 nChanged 16833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5461291.500000 Penalty: 5220.921387
	Iteration 1F: 3 clusters Score -5461292 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5461906.000000 Penalty: 5220.921387
	Iteration 2Q: 3 clusters Score -5461906 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -5462563.000000 Penalty: 5220.921387
	Iteration 3Q: 3 clusters Score -5462563 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5463429.000000 Penalty: 5220.921387
	Iteration 4Q: 3 clusters Score -5463429 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5464362.500000 Penalty: 5220.921387
	Iteration 5F: 3 clusters Score -5464362 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5465434.500000 Penalty: 5220.921387
	Iteration 6F: 3 clusters Score -5465434 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -5466590.000000 Penalty: 5220.921387
	Iteration 7F: 3 clusters Score -5466590 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -5467808.500000 Penalty: 5220.921387
	Iteration 8F: 3 clusters Score -5467808 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -5468981.000000 Penalty: 5220.921387
	Iteration 9Q: 3 clusters Score -5468981 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5469995.500000 Penalty: 5220.921387
	Iteration 10Q: 3 clusters Score -5469996 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5470926.500000 Penalty: 5220.921387
	Iteration 11Q: 3 clusters Score -5470926 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -5471585.500000 Penalty: 5220.921387
	Iteration 12Q: 3 clusters Score -5471586 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -5472121.000000 Penalty: 5220.921387
	Iteration 13Q: 3 clusters Score -5472121 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5472565.000000 Penalty: 5220.921387
	Iteration 14Q: 3 clusters Score -5472565 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5472990.000000 Penalty: 5220.921387
	Iteration 15Q: 3 clusters Score -5472990 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -5473328.500000 Penalty: 5220.921387
	Iteration 16Q: 3 clusters Score -5473328 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -5473601.000000 Penalty: 5220.921387
	Iteration 17Q: 3 clusters Score -5473601 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5473861.500000 Penalty: 5220.921387
	Iteration 18Q: 3 clusters Score -5473862 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5474029.500000 Penalty: 5220.921387
	Iteration 19Q: 3 clusters Score -5474030 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5474190.000000 Penalty: 5220.921387
	Iteration 20F: 3 clusters Score -5474190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -5474319.500000 Penalty: 5220.921387
	Iteration 21Q: 3 clusters Score -5474320 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5474410.500000 Penalty: 5220.921387
	Iteration 22Q: 3 clusters Score -5474410 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -5474514.000000 Penalty: 5220.921387
	Iteration 23Q: 3 clusters Score -5474514 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -5474600.000000 Penalty: 5220.921387
	Iteration 24Q: 3 clusters Score -5474600 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -5474675.000000 Penalty: 5220.921387
	Iteration 25Q: 3 clusters Score -5474675 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5474744.500000 Penalty: 5220.921387
	Iteration 26Q: 3 clusters Score -5474744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -5474799.500000 Penalty: 5220.921387
	Iteration 27Q: 3 clusters Score -5474800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5474872.000000 Penalty: 5220.921387
	Iteration 28Q: 3 clusters Score -5474872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5474916.500000 Penalty: 5220.921387
	Iteration 29Q: 3 clusters Score -5474916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5474964.000000 Penalty: 5220.921387
	Iteration 30Q: 3 clusters Score -5474964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5475016.000000 Penalty: 5220.921387
	Iteration 31Q: 3 clusters Score -5475016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -5475072.500000 Penalty: 5220.921387
	Iteration 32Q: 3 clusters Score -5475072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5475108.500000 Penalty: 5220.921387
	Iteration 33Q: 3 clusters Score -5475108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5475117.500000 Penalty: 5220.921387
	Iteration 34Q: 3 clusters Score -5475118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5475124.500000 Penalty: 5220.921387
	Iteration 35Q: 3 clusters Score -5475124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5475131.000000 Penalty: 5220.921387
	Iteration 36Q: 3 clusters Score -5475131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5475129.000000 Penalty: 5220.921387
	Iteration 37Q: 3 clusters Score -5475129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5475132.000000 Penalty: 5220.921387
	Iteration 38Q: 3 clusters Score -5475132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5475137.500000 Penalty: 5220.921387
	Iteration 39Q: 3 clusters Score -5475138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -5475147.000000 Penalty: 5220.921387
	Iteration 40F: 3 clusters Score -5475147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5475146.000000 Penalty: 5220.921387
	Iteration 41Q: 3 clusters Score -5475146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5475142.500000 Penalty: 5220.921387
	Iteration 42Q: 3 clusters Score -5475142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5475142.500000 Penalty: 5220.921387
	Iteration 43F: 3 clusters Score -5475142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Entering Unmasked Estep 
Score: -9374064.000000 Penalty: 2742.319336
	Iteration 0F: 2 clusters Score -9374064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9331399.000000 Penalty: 5484.638672
	Iteration 0F: 3 clusters Score -9331399 nChanged 29462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -9347645.000000 Penalty: 5484.638672
	Iteration 1F: 3 clusters Score -9347645 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -9348364.000000 Penalty: 5484.638672
	Iteration 2Q: 3 clusters Score -9348364 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -9349199.000000 Penalty: 5484.638672
	Iteration 3Q: 3 clusters Score -9349199 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -9350128.000000 Penalty: 5484.638672
	Iteration 4Q: 3 clusters Score -9350128 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -9351401.000000 Penalty: 5484.638672
	Iteration 5Q: 3 clusters Score -9351401 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -9353054.000000 Penalty: 5484.638672
	Iteration 6F: 3 clusters Score -9353054 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -9354850.000000 Penalty: 5484.638672
	Iteration 7F: 3 clusters Score -9354850 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -9356701.000000 Penalty: 5484.638672
	Iteration 8F: 3 clusters Score -9356701 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -9358330.000000 Penalty: 5484.638672
	Iteration 9F: 3 clusters Score -9358330 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -9360072.000000 Penalty: 5484.638672
	Iteration 10F: 3 clusters Score -9360072 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -9361933.000000 Penalty: 5484.638672
	Iteration 11F: 3 clusters Score -9361933 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -9363860.000000 Penalty: 5484.638672
	Iteration 12Q: 3 clusters Score -9363860 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -9365903.000000 Penalty: 5484.638672
	Iteration 13Q: 3 clusters Score -9365903 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -9367710.000000 Penalty: 5484.638672
	Iteration 14Q: 3 clusters Score -9367710 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -9369068.000000 Penalty: 5484.638672
	Iteration 15Q: 3 clusters Score -9369068 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -9370046.000000 Penalty: 5484.638672
	Iteration 16Q: 3 clusters Score -9370046 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -9370698.000000 Penalty: 5484.638672
	Iteration 17Q: 3 clusters Score -9370698 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -9371053.000000 Penalty: 5484.638672
	Iteration 18Q: 3 clusters Score -9371053 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -9371291.000000 Penalty: 5484.638672
	Iteration 19Q: 3 clusters Score -9371291 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -9371428.000000 Penalty: 5484.638672
	Iteration 20F: 3 clusters Score -9371428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -9371529.000000 Penalty: 5484.638672
	Iteration 21Q: 3 clusters Score -9371529 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -9371598.000000 Penalty: 5484.638672
	Iteration 22Q: 3 clusters Score -9371598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -9371622.000000 Penalty: 5484.638672
	Iteration 23Q: 3 clusters Score -9371622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -9371649.000000 Penalty: 5484.638672
	Iteration 24Q: 3 clusters Score -9371649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -9371652.000000 Penalty: 5484.638672
	Iteration 25Q: 3 clusters Score -9371652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -9371657.000000 Penalty: 5484.638672
	Iteration 26Q: 3 clusters Score -9371657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -9371664.000000 Penalty: 5484.638672
	Iteration 27Q: 3 clusters Score -9371664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -9371685.000000 Penalty: 5484.638672
	Iteration 28Q: 3 clusters Score -9371685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -9371697.000000 Penalty: 5484.638672
	Iteration 29Q: 3 clusters Score -9371697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -9371710.000000 Penalty: 5484.638672
	Iteration 30Q: 3 clusters Score -9371710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -9371715.000000 Penalty: 5484.638672
	Iteration 31Q: 3 clusters Score -9371715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -9371722.000000 Penalty: 5484.638672
	Iteration 32Q: 3 clusters Score -9371722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -9371718.000000 Penalty: 5484.638672
	Iteration 33Q: 3 clusters Score -9371718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -9371722.000000 Penalty: 5484.638672
	Iteration 34Q: 3 clusters Score -9371722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -9371724.000000 Penalty: 5484.638672
	Iteration 35Q: 3 clusters Score -9371724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -9371727.000000 Penalty: 5484.638672
	Iteration 36Q: 3 clusters Score -9371727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -9371738.000000 Penalty: 5484.638672
	Iteration 37Q: 3 clusters Score -9371738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -9371748.000000 Penalty: 5484.638672
	Iteration 38Q: 3 clusters Score -9371748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -9371751.000000 Penalty: 5484.638672
	Iteration 39Q: 3 clusters Score -9371751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -9371749.000000 Penalty: 5484.638672
	Iteration 40F: 3 clusters Score -9371749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -9371750.000000 Penalty: 5484.638672
	Iteration 41Q: 3 clusters Score -9371750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -9371750.000000 Penalty: 5484.638672
	Iteration 42F: 3 clusters Score -9371750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -374650.750000 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -374650.8 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 1319 members 
Entering Unmasked Estep 
Score: -371636.906250 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -371636.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -372213.406250 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -372213.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -372359.781250 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -372359.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -372442.812500 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -372442.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -372508.000000 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -372508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -372551.843750 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -372551.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -372585.718750 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -372585.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -372608.218750 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -372608.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -372626.968750 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -372627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -372643.625000 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -372643.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -372657.656250 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -372657.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -372666.531250 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -372666.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -372672.468750 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -372672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -372676.281250 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -372676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -372682.031250 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -372682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -372685.312500 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -372685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -372688.531250 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -372688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -372693.812500 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -372693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -372700.468750 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -372700.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -372708.875000 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -372708.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -372717.062500 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -372717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -372725.750000 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -372725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -372731.468750 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -372731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -372738.281250 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -372738.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -372746.125000 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -372746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -372753.468750 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -372753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -372762.312500 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -372762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -372766.218750 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -372766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -372773.750000 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -372773.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -372786.781250 Penalty: 3894.037842
	Iteration 29Q: 3 clusters Score -372786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -372795.218750 Penalty: 3894.037842
	Iteration 30Q: 3 clusters Score -372795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -372804.156250 Penalty: 3894.037842
	Iteration 31Q: 3 clusters Score -372804.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -372811.875000 Penalty: 3894.037842
	Iteration 32Q: 3 clusters Score -372811.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -372819.625000 Penalty: 3894.037842
	Iteration 33Q: 3 clusters Score -372819.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -372827.593750 Penalty: 3894.037842
	Iteration 34Q: 3 clusters Score -372827.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -372832.562500 Penalty: 3894.037842
	Iteration 35Q: 3 clusters Score -372832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -372837.781250 Penalty: 3894.037842
	Iteration 36Q: 3 clusters Score -372837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -372843.062500 Penalty: 3894.037842
	Iteration 37Q: 3 clusters Score -372843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -372848.093750 Penalty: 3894.037842
	Iteration 38Q: 3 clusters Score -372848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -372853.625000 Penalty: 3894.037842
	Iteration 39Q: 3 clusters Score -372853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -372856.031250 Penalty: 3894.037842
	Iteration 40F: 3 clusters Score -372856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -372860.906250 Penalty: 3894.037842
	Iteration 41Q: 3 clusters Score -372860.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -372869.031250 Penalty: 3894.037842
	Iteration 42Q: 3 clusters Score -372869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -372877.187500 Penalty: 3894.037842
	Iteration 43Q: 3 clusters Score -372877.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -372882.531250 Penalty: 3894.037842
	Iteration 44Q: 3 clusters Score -372882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -372886.500000 Penalty: 3894.037842
	Iteration 45Q: 3 clusters Score -372886.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -372888.187500 Penalty: 3894.037842
	Iteration 46Q: 3 clusters Score -372888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -372890.281250 Penalty: 3894.037842
	Iteration 47Q: 3 clusters Score -372890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -372894.687500 Penalty: 3894.037842
	Iteration 48Q: 3 clusters Score -372894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -372897.562500 Penalty: 3894.037842
	Iteration 49Q: 3 clusters Score -372897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -372901.156250 Penalty: 3894.037842
	Iteration 50Q: 3 clusters Score -372901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -372901.468750 Penalty: 3894.037842
	Iteration 51Q: 3 clusters Score -372901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -372903.000000 Penalty: 3894.037842
	Iteration 52Q: 3 clusters Score -372903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -372904.406250 Penalty: 3894.037842
	Iteration 53Q: 3 clusters Score -372904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -372904.750000 Penalty: 3894.037842
	Iteration 54Q: 3 clusters Score -372904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -372909.156250 Penalty: 3894.037842
	Iteration 55Q: 3 clusters Score -372909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -372910.281250 Penalty: 3894.037842
	Iteration 56Q: 3 clusters Score -372910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -372911.343750 Penalty: 3894.037842
	Iteration 57Q: 3 clusters Score -372911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -372913.000000 Penalty: 3894.037842
	Iteration 58Q: 3 clusters Score -372913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -372913.031250 Penalty: 3894.037842
	Iteration 59Q: 3 clusters Score -372913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -372913.937500 Penalty: 3894.037842
	Iteration 60F: 3 clusters Score -372913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -372915.125000 Penalty: 3894.037842
	Iteration 61Q: 3 clusters Score -372915.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -372915.812500 Penalty: 3894.037842
	Iteration 62Q: 3 clusters Score -372915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372917.562500 Penalty: 3894.037842
	Iteration 63Q: 3 clusters Score -372917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -372920.375000 Penalty: 3894.037842
	Iteration 64Q: 3 clusters Score -372920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -372924.750000 Penalty: 3894.037842
	Iteration 65Q: 3 clusters Score -372924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -372929.593750 Penalty: 3894.037842
	Iteration 66Q: 3 clusters Score -372929.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -372934.125000 Penalty: 3894.037842
	Iteration 67Q: 3 clusters Score -372934.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -372936.437500 Penalty: 3894.037842
	Iteration 68Q: 3 clusters Score -372936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -372936.906250 Penalty: 3894.037842
	Iteration 69Q: 3 clusters Score -372936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -372937.375000 Penalty: 3894.037842
	Iteration 70Q: 3 clusters Score -372937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -372939.218750 Penalty: 3894.037842
	Iteration 71Q: 3 clusters Score -372939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -372941.375000 Penalty: 3894.037842
	Iteration 72Q: 3 clusters Score -372941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -372943.906250 Penalty: 3894.037842
	Iteration 73Q: 3 clusters Score -372943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -372948.062500 Penalty: 3894.037842
	Iteration 74Q: 3 clusters Score -372948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -372950.156250 Penalty: 3894.037842
	Iteration 75Q: 3 clusters Score -372950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -372954.125000 Penalty: 3894.037842
	Iteration 76Q: 3 clusters Score -372954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -372957.125000 Penalty: 3894.037842
	Iteration 77Q: 3 clusters Score -372957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -372957.875000 Penalty: 3894.037842
	Iteration 78Q: 3 clusters Score -372957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -372957.875000 Penalty: 3894.037842
	Iteration 79F: 3 clusters Score -372957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Entering Unmasked Estep 
Score: -2536857.750000 Penalty: 2435.467041
	Iteration 0F: 2 clusters Score -2536858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2523789.750000 Penalty: 4870.934082
	Iteration 0F: 3 clusters Score -2523790 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2528161.500000 Penalty: 4870.934082
	Iteration 1F: 3 clusters Score -2528162 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2528625.000000 Penalty: 4870.934082
	Iteration 2F: 3 clusters Score -2528625 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2529061.000000 Penalty: 4870.934082
	Iteration 3F: 3 clusters Score -2529061 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2529529.250000 Penalty: 4870.934082
	Iteration 4F: 3 clusters Score -2529529 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2530043.500000 Penalty: 4870.934082
	Iteration 5F: 3 clusters Score -2530044 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2530677.000000 Penalty: 4870.934082
	Iteration 6F: 3 clusters Score -2530677 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2531447.500000 Penalty: 4870.934082
	Iteration 7F: 3 clusters Score -2531448 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2532287.500000 Penalty: 4870.934082
	Iteration 8F: 3 clusters Score -2532288 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2533082.250000 Penalty: 4870.934082
	Iteration 9Q: 3 clusters Score -2533082 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2533702.250000 Penalty: 4870.934082
	Iteration 10Q: 3 clusters Score -2533702 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2534154.000000 Penalty: 4870.934082
	Iteration 11Q: 3 clusters Score -2534154 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2534464.250000 Penalty: 4870.934082
	Iteration 12Q: 3 clusters Score -2534464 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2534641.000000 Penalty: 4870.934082
	Iteration 13Q: 3 clusters Score -2534641 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2534756.250000 Penalty: 4870.934082
	Iteration 14Q: 3 clusters Score -2534756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2534832.500000 Penalty: 4870.934082
	Iteration 15Q: 3 clusters Score -2534832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2534891.250000 Penalty: 4870.934082
	Iteration 16Q: 3 clusters Score -2534891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2534927.250000 Penalty: 4870.934082
	Iteration 17Q: 3 clusters Score -2534927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2534957.000000 Penalty: 4870.934082
	Iteration 18Q: 3 clusters Score -2534957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2534977.750000 Penalty: 4870.934082
	Iteration 19Q: 3 clusters Score -2534978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2534989.500000 Penalty: 4870.934082
	Iteration 20F: 3 clusters Score -2534990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2534998.000000 Penalty: 4870.934082
	Iteration 21Q: 3 clusters Score -2534998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2535010.750000 Penalty: 4870.934082
	Iteration 22Q: 3 clusters Score -2535011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2535018.250000 Penalty: 4870.934082
	Iteration 23Q: 3 clusters Score -2535018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2535020.500000 Penalty: 4870.934082
	Iteration 24Q: 3 clusters Score -2535020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2535017.250000 Penalty: 4870.934082
	Iteration 25Q: 3 clusters Score -2535017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2535019.500000 Penalty: 4870.934082
	Iteration 26Q: 3 clusters Score -2535020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2535022.250000 Penalty: 4870.934082
	Iteration 27Q: 3 clusters Score -2535022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2535025.250000 Penalty: 4870.934082
	Iteration 28Q: 3 clusters Score -2535025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2535025.250000 Penalty: 4870.934082
	Iteration 29F: 3 clusters Score -2535025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -70533.695312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -70533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68960.945312 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -68960.95 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69375.531250 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -69375.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69635.179688 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -69635.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69714.398438 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -69714.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69763.351562 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -69763.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69789.335938 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -69789.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69814.789062 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -69814.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69835.351562 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -69835.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69835.351562 Penalty: 3180.261963
	Iteration 8F: 3 clusters Score -69835.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -41205.140625 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -41205.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39814.886719 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -39814.89 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40072.835938 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -40072.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40234.339844 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -40234.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40337.722656 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -40337.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40447.414062 Penalty: 3006.482422
	Iteration 4F: 3 clusters Score -40447.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40527.531250 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -40527.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40623.519531 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -40623.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40702.886719 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -40702.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40733.074219 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -40733.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40786.906250 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -40786.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40825.832031 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -40825.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40874.453125 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -40874.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40922.359375 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -40922.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40938.761719 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -40938.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40953.343750 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -40953.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40967.296875 Penalty: 3006.482422
	Iteration 15F: 3 clusters Score -40967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41046.218750 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -41046.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41060.890625 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -41060.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41060.890625 Penalty: 3006.482422
	Iteration 18F: 3 clusters Score -41060.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Entering Unmasked Estep 
Score: -1879894.375000 Penalty: 2344.590088
	Iteration 0F: 2 clusters Score -1879894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1870488.500000 Penalty: 4689.180176
	Iteration 0F: 3 clusters Score -1870488 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1873355.500000 Penalty: 4689.180176
	Iteration 1F: 3 clusters Score -1873356 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1873670.500000 Penalty: 4689.180176
	Iteration 2F: 3 clusters Score -1873670 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1873945.000000 Penalty: 4689.180176
	Iteration 3Q: 3 clusters Score -1873945 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1874158.500000 Penalty: 4689.180176
	Iteration 4Q: 3 clusters Score -1874158 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1874337.000000 Penalty: 4689.180176
	Iteration 5Q: 3 clusters Score -1874337 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1874530.875000 Penalty: 4689.180176
	Iteration 6Q: 3 clusters Score -1874531 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1874745.375000 Penalty: 4689.180176
	Iteration 7Q: 3 clusters Score -1874745 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1874975.250000 Penalty: 4689.180176
	Iteration 8Q: 3 clusters Score -1874975 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1875217.875000 Penalty: 4689.180176
	Iteration 9Q: 3 clusters Score -1875218 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1875470.625000 Penalty: 4689.180176
	Iteration 10Q: 3 clusters Score -1875471 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1875735.250000 Penalty: 4689.180176
	Iteration 11Q: 3 clusters Score -1875735 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1876031.250000 Penalty: 4689.180176
	Iteration 12Q: 3 clusters Score -1876031 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1876340.125000 Penalty: 4689.180176
	Iteration 13Q: 3 clusters Score -1876340 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1876617.375000 Penalty: 4689.180176
	Iteration 14Q: 3 clusters Score -1876617 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1876867.500000 Penalty: 4689.180176
	Iteration 15Q: 3 clusters Score -1876868 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1877073.125000 Penalty: 4689.180176
	Iteration 16Q: 3 clusters Score -1877073 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1877264.500000 Penalty: 4689.180176
	Iteration 17Q: 3 clusters Score -1877264 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1877409.125000 Penalty: 4689.180176
	Iteration 18Q: 3 clusters Score -1877409 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1877519.250000 Penalty: 4689.180176
	Iteration 19Q: 3 clusters Score -1877519 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1877594.000000 Penalty: 4689.180176
	Iteration 20F: 3 clusters Score -1877594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1877665.000000 Penalty: 4689.180176
	Iteration 21Q: 3 clusters Score -1877665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1877720.000000 Penalty: 4689.180176
	Iteration 22Q: 3 clusters Score -1877720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1877765.000000 Penalty: 4689.180176
	Iteration 23Q: 3 clusters Score -1877765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1877804.500000 Penalty: 4689.180176
	Iteration 24Q: 3 clusters Score -1877804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1877831.875000 Penalty: 4689.180176
	Iteration 25Q: 3 clusters Score -1877832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1877851.375000 Penalty: 4689.180176
	Iteration 26Q: 3 clusters Score -1877851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1877873.125000 Penalty: 4689.180176
	Iteration 27Q: 3 clusters Score -1877873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1877883.500000 Penalty: 4689.180176
	Iteration 28Q: 3 clusters Score -1877884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1877886.875000 Penalty: 4689.180176
	Iteration 29Q: 3 clusters Score -1877887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1877886.750000 Penalty: 4689.180176
	Iteration 30Q: 3 clusters Score -1877887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1877892.375000 Penalty: 4689.180176
	Iteration 31Q: 3 clusters Score -1877892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1877894.875000 Penalty: 4689.180176
	Iteration 32Q: 3 clusters Score -1877895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1877897.125000 Penalty: 4689.180176
	Iteration 33Q: 3 clusters Score -1877897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1877899.250000 Penalty: 4689.180176
	Iteration 34Q: 3 clusters Score -1877899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1877899.250000 Penalty: 4689.180176
	Iteration 35F: 3 clusters Score -1877899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Entering Unmasked Estep 
Score: -1315837.250000 Penalty: 2260.693604
	Iteration 0F: 2 clusters Score -1315837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1308660.875000 Penalty: 4521.387207
	Iteration 0F: 3 clusters Score -1308661 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1310795.000000 Penalty: 4521.387207
	Iteration 1F: 3 clusters Score -1310795 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1311180.500000 Penalty: 4521.387207
	Iteration 2F: 3 clusters Score -1311180 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1311520.875000 Penalty: 4521.387207
	Iteration 3F: 3 clusters Score -1311521 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1311788.500000 Penalty: 4521.387207
	Iteration 4F: 3 clusters Score -1311788 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1312020.250000 Penalty: 4521.387207
	Iteration 5Q: 3 clusters Score -1312020 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1312238.250000 Penalty: 4521.387207
	Iteration 6Q: 3 clusters Score -1312238 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1312438.250000 Penalty: 4521.387207
	Iteration 7Q: 3 clusters Score -1312438 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1312628.000000 Penalty: 4521.387207
	Iteration 8Q: 3 clusters Score -1312628 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1312777.125000 Penalty: 4521.387207
	Iteration 9Q: 3 clusters Score -1312777 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1312904.875000 Penalty: 4521.387207
	Iteration 10Q: 3 clusters Score -1312905 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1313009.250000 Penalty: 4521.387207
	Iteration 11Q: 3 clusters Score -1313009 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1313106.375000 Penalty: 4521.387207
	Iteration 12Q: 3 clusters Score -1313106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1313184.000000 Penalty: 4521.387207
	Iteration 13Q: 3 clusters Score -1313184 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1313252.500000 Penalty: 4521.387207
	Iteration 14Q: 3 clusters Score -1313252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1313318.750000 Penalty: 4521.387207
	Iteration 15Q: 3 clusters Score -1313319 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1313378.750000 Penalty: 4521.387207
	Iteration 16Q: 3 clusters Score -1313379 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1313436.875000 Penalty: 4521.387207
	Iteration 17Q: 3 clusters Score -1313437 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1313492.500000 Penalty: 4521.387207
	Iteration 18Q: 3 clusters Score -1313492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1313528.500000 Penalty: 4521.387207
	Iteration 19Q: 3 clusters Score -1313528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1313552.875000 Penalty: 4521.387207
	Iteration 20F: 3 clusters Score -1313553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1313572.750000 Penalty: 4521.387207
	Iteration 21Q: 3 clusters Score -1313573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1313594.250000 Penalty: 4521.387207
	Iteration 22Q: 3 clusters Score -1313594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1313610.125000 Penalty: 4521.387207
	Iteration 23Q: 3 clusters Score -1313610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1313626.875000 Penalty: 4521.387207
	Iteration 24Q: 3 clusters Score -1313627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1313643.250000 Penalty: 4521.387207
	Iteration 25Q: 3 clusters Score -1313643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1313656.250000 Penalty: 4521.387207
	Iteration 26Q: 3 clusters Score -1313656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1313671.500000 Penalty: 4521.387207
	Iteration 27Q: 3 clusters Score -1313672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1313683.250000 Penalty: 4521.387207
	Iteration 28Q: 3 clusters Score -1313683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1313694.625000 Penalty: 4521.387207
	Iteration 29Q: 3 clusters Score -1313695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1313705.625000 Penalty: 4521.387207
	Iteration 30Q: 3 clusters Score -1313706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1313722.250000 Penalty: 4521.387207
	Iteration 31Q: 3 clusters Score -1313722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1313734.750000 Penalty: 4521.387207
	Iteration 32Q: 3 clusters Score -1313735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1313754.500000 Penalty: 4521.387207
	Iteration 33Q: 3 clusters Score -1313754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1313765.250000 Penalty: 4521.387207
	Iteration 34Q: 3 clusters Score -1313765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1313768.500000 Penalty: 4521.387207
	Iteration 35Q: 3 clusters Score -1313768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1313775.875000 Penalty: 4521.387207
	Iteration 36Q: 3 clusters Score -1313776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1313778.250000 Penalty: 4521.387207
	Iteration 37Q: 3 clusters Score -1313778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1313782.125000 Penalty: 4521.387207
	Iteration 38Q: 3 clusters Score -1313782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1313791.250000 Penalty: 4521.387207
	Iteration 39Q: 3 clusters Score -1313791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1313792.875000 Penalty: 4521.387207
	Iteration 40F: 3 clusters Score -1313793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1313796.500000 Penalty: 4521.387207
	Iteration 41Q: 3 clusters Score -1313796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1313800.125000 Penalty: 4521.387207
	Iteration 42Q: 3 clusters Score -1313800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1313801.000000 Penalty: 4521.387207
	Iteration 43Q: 3 clusters Score -1313801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1313804.625000 Penalty: 4521.387207
	Iteration 44Q: 3 clusters Score -1313805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1313811.000000 Penalty: 4521.387207
	Iteration 45Q: 3 clusters Score -1313811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1313822.000000 Penalty: 4521.387207
	Iteration 46Q: 3 clusters Score -1313822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1313829.000000 Penalty: 4521.387207
	Iteration 47Q: 3 clusters Score -1313829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1313837.000000 Penalty: 4521.387207
	Iteration 48Q: 3 clusters Score -1313837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1313847.125000 Penalty: 4521.387207
	Iteration 49Q: 3 clusters Score -1313847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1313855.000000 Penalty: 4521.387207
	Iteration 50Q: 3 clusters Score -1313855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1313869.125000 Penalty: 4521.387207
	Iteration 51Q: 3 clusters Score -1313869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1313879.625000 Penalty: 4521.387207
	Iteration 52Q: 3 clusters Score -1313880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1313894.750000 Penalty: 4521.387207
	Iteration 53Q: 3 clusters Score -1313895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1313903.875000 Penalty: 4521.387207
	Iteration 54Q: 3 clusters Score -1313904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1313907.375000 Penalty: 4521.387207
	Iteration 55Q: 3 clusters Score -1313907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1313913.625000 Penalty: 4521.387207
	Iteration 56Q: 3 clusters Score -1313914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1313919.000000 Penalty: 4521.387207
	Iteration 57Q: 3 clusters Score -1313919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1313923.125000 Penalty: 4521.387207
	Iteration 58Q: 3 clusters Score -1313923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1313929.250000 Penalty: 4521.387207
	Iteration 59Q: 3 clusters Score -1313929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1313929.000000 Penalty: 4521.387207
	Iteration 60F: 3 clusters Score -1313929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1313930.625000 Penalty: 4521.387207
	Iteration 61Q: 3 clusters Score -1313931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1313933.125000 Penalty: 4521.387207
	Iteration 62Q: 3 clusters Score -1313933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1313932.375000 Penalty: 4521.387207
	Iteration 63Q: 3 clusters Score -1313932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1313933.375000 Penalty: 4521.387207
	Iteration 64Q: 3 clusters Score -1313933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1313933.250000 Penalty: 4521.387207
	Iteration 65Q: 3 clusters Score -1313933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1313933.250000 Penalty: 4521.387207
	Iteration 66F: 3 clusters Score -1313933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Entering Unmasked Estep 
Score: -1197869.125000 Penalty: 2225.359619
	Iteration 0F: 2 clusters Score -1197869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1191507.500000 Penalty: 4450.719238
	Iteration 0F: 3 clusters Score -1191508 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1193213.750000 Penalty: 4450.719238
	Iteration 1F: 3 clusters Score -1193214 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1193523.375000 Penalty: 4450.719238
	Iteration 2F: 3 clusters Score -1193523 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1193746.750000 Penalty: 4450.719238
	Iteration 3F: 3 clusters Score -1193747 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1193946.250000 Penalty: 4450.719238
	Iteration 4Q: 3 clusters Score -1193946 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1194144.125000 Penalty: 4450.719238
	Iteration 5Q: 3 clusters Score -1194144 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1194346.125000 Penalty: 4450.719238
	Iteration 6Q: 3 clusters Score -1194346 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1194549.000000 Penalty: 4450.719238
	Iteration 7Q: 3 clusters Score -1194549 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1194743.500000 Penalty: 4450.719238
	Iteration 8Q: 3 clusters Score -1194744 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1194892.250000 Penalty: 4450.719238
	Iteration 9Q: 3 clusters Score -1194892 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1195031.875000 Penalty: 4450.719238
	Iteration 10Q: 3 clusters Score -1195032 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1195157.000000 Penalty: 4450.719238
	Iteration 11Q: 3 clusters Score -1195157 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1195260.000000 Penalty: 4450.719238
	Iteration 12Q: 3 clusters Score -1195260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1195349.125000 Penalty: 4450.719238
	Iteration 13Q: 3 clusters Score -1195349 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1195428.750000 Penalty: 4450.719238
	Iteration 14Q: 3 clusters Score -1195429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1195514.750000 Penalty: 4450.719238
	Iteration 15Q: 3 clusters Score -1195515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1195568.000000 Penalty: 4450.719238
	Iteration 16Q: 3 clusters Score -1195568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1195612.250000 Penalty: 4450.719238
	Iteration 17Q: 3 clusters Score -1195612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1195647.625000 Penalty: 4450.719238
	Iteration 18Q: 3 clusters Score -1195648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1195665.500000 Penalty: 4450.719238
	Iteration 19Q: 3 clusters Score -1195666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1195693.500000 Penalty: 4450.719238
	Iteration 20F: 3 clusters Score -1195694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1195711.500000 Penalty: 4450.719238
	Iteration 21Q: 3 clusters Score -1195712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1195742.875000 Penalty: 4450.719238
	Iteration 22Q: 3 clusters Score -1195743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1195765.625000 Penalty: 4450.719238
	Iteration 23Q: 3 clusters Score -1195766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1195792.000000 Penalty: 4450.719238
	Iteration 24Q: 3 clusters Score -1195792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1195801.250000 Penalty: 4450.719238
	Iteration 25Q: 3 clusters Score -1195801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1195811.500000 Penalty: 4450.719238
	Iteration 26Q: 3 clusters Score -1195812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1195825.875000 Penalty: 4450.719238
	Iteration 27Q: 3 clusters Score -1195826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1195843.875000 Penalty: 4450.719238
	Iteration 28Q: 3 clusters Score -1195844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1195862.625000 Penalty: 4450.719238
	Iteration 29Q: 3 clusters Score -1195863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1195878.250000 Penalty: 4450.719238
	Iteration 30Q: 3 clusters Score -1195878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1195891.000000 Penalty: 4450.719238
	Iteration 31Q: 3 clusters Score -1195891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1195904.250000 Penalty: 4450.719238
	Iteration 32Q: 3 clusters Score -1195904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1195922.375000 Penalty: 4450.719238
	Iteration 33Q: 3 clusters Score -1195922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1195930.125000 Penalty: 4450.719238
	Iteration 34Q: 3 clusters Score -1195930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1195936.250000 Penalty: 4450.719238
	Iteration 35Q: 3 clusters Score -1195936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1195940.875000 Penalty: 4450.719238
	Iteration 36Q: 3 clusters Score -1195941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1195943.250000 Penalty: 4450.719238
	Iteration 37Q: 3 clusters Score -1195943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1195944.375000 Penalty: 4450.719238
	Iteration 38Q: 3 clusters Score -1195944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1195944.875000 Penalty: 4450.719238
	Iteration 39Q: 3 clusters Score -1195945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1195944.875000 Penalty: 4450.719238
	Iteration 40F: 3 clusters Score -1195945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -327836.375000 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -327836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -325053.218750 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -325053.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -325645.468750 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -325645.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -325824.781250 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -325824.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -325928.562500 Penalty: 3825.372070
	Iteration 3Q: 3 clusters Score -325928.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -326023.062500 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -326023.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -326086.718750 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -326086.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -326126.968750 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -326127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326169.437500 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -326169.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -326197.125000 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -326197.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -326225.125000 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -326225.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -326259.968750 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -326260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -326280.468750 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -326280.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -326306.812500 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -326306.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -326333.000000 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -326333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -326352.968750 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -326353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -326369.781250 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -326369.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -326394.531250 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -326394.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -326418.281250 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -326418.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -326457.375000 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -326457.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -326508.906250 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -326508.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -326569.187500 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -326569.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -326676.125000 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -326676.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -326784.531250 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -326784.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -326884.218750 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -326884.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -326948.000000 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -326948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -326988.125000 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -326988.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -327022.250000 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -327022.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -327056.187500 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -327056.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -327077.468750 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -327077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -327100.562500 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -327100.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -327125.375000 Penalty: 3825.372070
	Iteration 30Q: 3 clusters Score -327125.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -327151.812500 Penalty: 3825.372070
	Iteration 31Q: 3 clusters Score -327151.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -327178.000000 Penalty: 3825.372070
	Iteration 32Q: 3 clusters Score -327178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -327200.625000 Penalty: 3825.372070
	Iteration 33Q: 3 clusters Score -327200.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -327222.500000 Penalty: 3825.372070
	Iteration 34Q: 3 clusters Score -327222.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -327238.000000 Penalty: 3825.372070
	Iteration 35Q: 3 clusters Score -327238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -327244.593750 Penalty: 3825.372070
	Iteration 36Q: 3 clusters Score -327244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -327244.937500 Penalty: 3825.372070
	Iteration 37Q: 3 clusters Score -327244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -327244.937500 Penalty: 3825.372070
	Iteration 38F: 3 clusters Score -327244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1686983.125000 Penalty: 2354.608887
	Iteration 0F: 2 clusters Score -1686983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1677225.250000 Penalty: 4709.217773
	Iteration 0F: 3 clusters Score -1677225 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1680471.500000 Penalty: 4709.217773
	Iteration 1F: 3 clusters Score -1680472 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1680984.375000 Penalty: 4709.217773
	Iteration 2F: 3 clusters Score -1680984 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1681464.500000 Penalty: 4709.217773
	Iteration 3F: 3 clusters Score -1681464 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1681901.125000 Penalty: 4709.217773
	Iteration 4F: 3 clusters Score -1681901 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1682197.000000 Penalty: 4709.217773
	Iteration 5Q: 3 clusters Score -1682197 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1682464.875000 Penalty: 4709.217773
	Iteration 6Q: 3 clusters Score -1682465 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1682679.125000 Penalty: 4709.217773
	Iteration 7Q: 3 clusters Score -1682679 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1682857.125000 Penalty: 4709.217773
	Iteration 8Q: 3 clusters Score -1682857 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1683008.875000 Penalty: 4709.217773
	Iteration 9Q: 3 clusters Score -1683009 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1683141.625000 Penalty: 4709.217773
	Iteration 10Q: 3 clusters Score -1683142 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1683260.375000 Penalty: 4709.217773
	Iteration 11Q: 3 clusters Score -1683260 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1683372.375000 Penalty: 4709.217773
	Iteration 12Q: 3 clusters Score -1683372 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1683496.625000 Penalty: 4709.217773
	Iteration 13Q: 3 clusters Score -1683497 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1683624.750000 Penalty: 4709.217773
	Iteration 14Q: 3 clusters Score -1683625 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1683734.000000 Penalty: 4709.217773
	Iteration 15Q: 3 clusters Score -1683734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1683815.625000 Penalty: 4709.217773
	Iteration 16Q: 3 clusters Score -1683816 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1683883.000000 Penalty: 4709.217773
	Iteration 17Q: 3 clusters Score -1683883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1683954.250000 Penalty: 4709.217773
	Iteration 18Q: 3 clusters Score -1683954 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1684027.750000 Penalty: 4709.217773
	Iteration 19Q: 3 clusters Score -1684028 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1684086.875000 Penalty: 4709.217773
	Iteration 20F: 3 clusters Score -1684087 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1684154.000000 Penalty: 4709.217773
	Iteration 21Q: 3 clusters Score -1684154 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1684216.500000 Penalty: 4709.217773
	Iteration 22Q: 3 clusters Score -1684216 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1684266.375000 Penalty: 4709.217773
	Iteration 23Q: 3 clusters Score -1684266 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1684325.750000 Penalty: 4709.217773
	Iteration 24Q: 3 clusters Score -1684326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1684385.250000 Penalty: 4709.217773
	Iteration 25Q: 3 clusters Score -1684385 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1684442.375000 Penalty: 4709.217773
	Iteration 26Q: 3 clusters Score -1684442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1684482.125000 Penalty: 4709.217773
	Iteration 27Q: 3 clusters Score -1684482 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1684521.625000 Penalty: 4709.217773
	Iteration 28Q: 3 clusters Score -1684522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1684570.250000 Penalty: 4709.217773
	Iteration 29Q: 3 clusters Score -1684570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1684606.375000 Penalty: 4709.217773
	Iteration 30Q: 3 clusters Score -1684606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1684648.125000 Penalty: 4709.217773
	Iteration 31Q: 3 clusters Score -1684648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1684694.125000 Penalty: 4709.217773
	Iteration 32Q: 3 clusters Score -1684694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1684726.625000 Penalty: 4709.217773
	Iteration 33Q: 3 clusters Score -1684727 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1684768.500000 Penalty: 4709.217773
	Iteration 34Q: 3 clusters Score -1684768 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1684821.875000 Penalty: 4709.217773
	Iteration 35Q: 3 clusters Score -1684822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1684870.875000 Penalty: 4709.217773
	Iteration 36Q: 3 clusters Score -1684871 nChanged 131
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: -1684920.375000 Penalty: 4709.217773
	Iteration 37Q: 3 clusters Score -1684920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1684970.500000 Penalty: 4709.217773
	Iteration 38Q: 3 clusters Score -1684970 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1685028.125000 Penalty: 4709.217773
	Iteration 39Q: 3 clusters Score -1685028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1685090.125000 Penalty: 4709.217773
	Iteration 40F: 3 clusters Score -1685090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1685146.625000 Penalty: 4709.217773
	Iteration 41Q: 3 clusters Score -1685147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1685227.875000 Penalty: 4709.217773
	Iteration 42Q: 3 clusters Score -1685228 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1685314.625000 Penalty: 4709.217773
	Iteration 43Q: 3 clusters Score -1685315 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1685395.875000 Penalty: 4709.217773
	Iteration 44Q: 3 clusters Score -1685396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1685459.375000 Penalty: 4709.217773
	Iteration 45Q: 3 clusters Score -1685459 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1685522.000000 Penalty: 4709.217773
	Iteration 46Q: 3 clusters Score -1685522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1685571.875000 Penalty: 4709.217773
	Iteration 47Q: 3 clusters Score -1685572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1685616.250000 Penalty: 4709.217773
	Iteration 48Q: 3 clusters Score -1685616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1685672.500000 Penalty: 4709.217773
	Iteration 49Q: 3 clusters Score -1685672 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1685718.375000 Penalty: 4709.217773
	Iteration 50Q: 3 clusters Score -1685718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1685762.125000 Penalty: 4709.217773
	Iteration 51Q: 3 clusters Score -1685762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1685825.375000 Penalty: 4709.217773
	Iteration 52Q: 3 clusters Score -1685825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1685875.750000 Penalty: 4709.217773
	Iteration 53Q: 3 clusters Score -1685876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1685912.875000 Penalty: 4709.217773
	Iteration 54Q: 3 clusters Score -1685913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1685942.000000 Penalty: 4709.217773
	Iteration 55Q: 3 clusters Score -1685942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1685959.375000 Penalty: 4709.217773
	Iteration 56Q: 3 clusters Score -1685959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1685989.500000 Penalty: 4709.217773
	Iteration 57Q: 3 clusters Score -1685990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1686019.125000 Penalty: 4709.217773
	Iteration 58Q: 3 clusters Score -1686019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1686036.000000 Penalty: 4709.217773
	Iteration 59Q: 3 clusters Score -1686036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1686055.250000 Penalty: 4709.217773
	Iteration 60F: 3 clusters Score -1686055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1686067.125000 Penalty: 4709.217773
	Iteration 61Q: 3 clusters Score -1686067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1686080.125000 Penalty: 4709.217773
	Iteration 62Q: 3 clusters Score -1686080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1686089.375000 Penalty: 4709.217773
	Iteration 63Q: 3 clusters Score -1686089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1686092.500000 Penalty: 4709.217773
	Iteration 64Q: 3 clusters Score -1686092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1686096.125000 Penalty: 4709.217773
	Iteration 65Q: 3 clusters Score -1686096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1686104.500000 Penalty: 4709.217773
	Iteration 66Q: 3 clusters Score -1686104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1686106.375000 Penalty: 4709.217773
	Iteration 67Q: 3 clusters Score -1686106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1686110.375000 Penalty: 4709.217773
	Iteration 68Q: 3 clusters Score -1686110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1686107.125000 Penalty: 4709.217773
	Iteration 69Q: 3 clusters Score -1686107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1686106.875000 Penalty: 4709.217773
	Iteration 70Q: 3 clusters Score -1686107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1686107.000000 Penalty: 4709.217773
	Iteration 71Q: 3 clusters Score -1686107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1686107.000000 Penalty: 4709.217773
	Iteration 72F: 3 clusters Score -1686107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -137637.250000 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -137637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135764.875000 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -135764.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136022.484375 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -136022.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136098.906250 Penalty: 3411.649902
	Iteration 2Q: 3 clusters Score -136098.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -136124.546875 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -136124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -136133.859375 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -136133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -136137.843750 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -136137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136144.937500 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -136144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -136158.984375 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -136159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -136181.921875 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -136181.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -136198.250000 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -136198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -136202.625000 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -136202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -136205.750000 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -136205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -136210.171875 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -136210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136213.375000 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -136213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136219.640625 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -136219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -136223.625000 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -136223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -136226.578125 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -136226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136227.312500 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -136227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136228.140625 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -136228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136229.046875 Penalty: 3411.649902
	Iteration 19Q: 3 clusters Score -136229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136230.750000 Penalty: 3411.649902
	Iteration 20F: 3 clusters Score -136230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136231.437500 Penalty: 3411.649902
	Iteration 21Q: 3 clusters Score -136231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -136231.656250 Penalty: 3411.649902
	Iteration 22Q: 3 clusters Score -136231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -136231.656250 Penalty: 3411.649902
	Iteration 23F: 3 clusters Score -136231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -761363.312500 Penalty: 2124.505615
	Iteration 0F: 2 clusters Score -761363.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -756682.250000 Penalty: 4249.011230
	Iteration 0F: 3 clusters Score -756682.2 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -757797.937500 Penalty: 4249.011230
	Iteration 1F: 3 clusters Score -757797.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -758067.875000 Penalty: 4249.011230
	Iteration 2F: 3 clusters Score -758067.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -758276.625000 Penalty: 4249.011230
	Iteration 3F: 3 clusters Score -758276.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -758439.687500 Penalty: 4249.011230
	Iteration 4Q: 3 clusters Score -758439.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -758583.562500 Penalty: 4249.011230
	Iteration 5Q: 3 clusters Score -758583.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -758710.750000 Penalty: 4249.011230
	Iteration 6Q: 3 clusters Score -758710.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -758815.562500 Penalty: 4249.011230
	Iteration 7Q: 3 clusters Score -758815.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -758922.812500 Penalty: 4249.011230
	Iteration 8Q: 3 clusters Score -758922.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -759016.187500 Penalty: 4249.011230
	Iteration 9Q: 3 clusters Score -759016.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -759104.937500 Penalty: 4249.011230
	Iteration 10Q: 3 clusters Score -759104.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -759196.562500 Penalty: 4249.011230
	Iteration 11Q: 3 clusters Score -759196.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -759280.000000 Penalty: 4249.011230
	Iteration 12Q: 3 clusters Score -759280 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -759354.250000 Penalty: 4249.011230
	Iteration 13Q: 3 clusters Score -759354.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -759409.875000 Penalty: 4249.011230
	Iteration 14Q: 3 clusters Score -759409.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -759469.125000 Penalty: 4249.011230
	Iteration 15Q: 3 clusters Score -759469.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -759532.937500 Penalty: 4249.011230
	Iteration 16Q: 3 clusters Score -759532.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -759585.625000 Penalty: 4249.011230
	Iteration 17Q: 3 clusters Score -759585.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -759624.750000 Penalty: 4249.011230
	Iteration 18Q: 3 clusters Score -759624.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -759669.687500 Penalty: 4249.011230
	Iteration 19Q: 3 clusters Score -759669.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -759713.562500 Penalty: 4249.011230
	Iteration 20F: 3 clusters Score -759713.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -759748.437500 Penalty: 4249.011230
	Iteration 21Q: 3 clusters Score -759748.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -759778.125000 Penalty: 4249.011230
	Iteration 22Q: 3 clusters Score -759778.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -759799.687500 Penalty: 4249.011230
	Iteration 23Q: 3 clusters Score -759799.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -759816.875000 Penalty: 4249.011230
	Iteration 24Q: 3 clusters Score -759816.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -759838.062500 Penalty: 4249.011230
	Iteration 25Q: 3 clusters Score -759838.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -759856.625000 Penalty: 4249.011230
	Iteration 26Q: 3 clusters Score -759856.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -759873.125000 Penalty: 4249.011230
	Iteration 27Q: 3 clusters Score -759873.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -759890.875000 Penalty: 4249.011230
	Iteration 28Q: 3 clusters Score -759890.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -759903.250000 Penalty: 4249.011230
	Iteration 29Q: 3 clusters Score -759903.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -759920.437500 Penalty: 4249.011230
	Iteration 30Q: 3 clusters Score -759920.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -759931.250000 Penalty: 4249.011230
	Iteration 31Q: 3 clusters Score -759931.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -759941.687500 Penalty: 4249.011230
	Iteration 32Q: 3 clusters Score -759941.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -759945.812500 Penalty: 4249.011230
	Iteration 33Q: 3 clusters Score -759945.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -759951.062500 Penalty: 4249.011230
	Iteration 34Q: 3 clusters Score -759951.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -759955.875000 Penalty: 4249.011230
	Iteration 35Q: 3 clusters Score -759955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -759955.937500 Penalty: 4249.011230
	Iteration 36Q: 3 clusters Score -759955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -759960.875000 Penalty: 4249.011230
	Iteration 37Q: 3 clusters Score -759960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -759961.125000 Penalty: 4249.011230
	Iteration 38Q: 3 clusters Score -759961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -759964.437500 Penalty: 4249.011230
	Iteration 39Q: 3 clusters Score -759964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -759964.062500 Penalty: 4249.011230
	Iteration 40F: 3 clusters Score -759964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -759964.937500 Penalty: 4249.011230
	Iteration 41Q: 3 clusters Score -759964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -759967.750000 Penalty: 4249.011230
	Iteration 42Q: 3 clusters Score -759967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -759969.312500 Penalty: 4249.011230
	Iteration 43Q: 3 clusters Score -759969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -759970.625000 Penalty: 4249.011230
	Iteration 44Q: 3 clusters Score -759970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -759972.062500 Penalty: 4249.011230
	Iteration 45Q: 3 clusters Score -759972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -759972.875000 Penalty: 4249.011230
	Iteration 46Q: 3 clusters Score -759972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -759974.000000 Penalty: 4249.011230
	Iteration 47Q: 3 clusters Score -759974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -759977.000000 Penalty: 4249.011230
	Iteration 48Q: 3 clusters Score -759977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -759977.687500 Penalty: 4249.011230
	Iteration 49Q: 3 clusters Score -759977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -759980.562500 Penalty: 4249.011230
	Iteration 50Q: 3 clusters Score -759980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -759982.125000 Penalty: 4249.011230
	Iteration 51Q: 3 clusters Score -759982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -759985.312500 Penalty: 4249.011230
	Iteration 52Q: 3 clusters Score -759985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -759985.687500 Penalty: 4249.011230
	Iteration 53Q: 3 clusters Score -759985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -759985.250000 Penalty: 4249.011230
	Iteration 54Q: 3 clusters Score -759985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -759985.250000 Penalty: 4249.011230
	Iteration 55F: 3 clusters Score -759985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Entering Unmasked Estep 
Score: -4441722.000000 Penalty: 2572.525146
	Iteration 0F: 2 clusters Score -4441722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4419714.000000 Penalty: 5145.050293
	Iteration 0F: 3 clusters Score -4419714 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4427660.000000 Penalty: 5145.050293
	Iteration 1F: 3 clusters Score -4427660 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4428204.000000 Penalty: 5145.050293
	Iteration 2F: 3 clusters Score -4428204 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4428758.000000 Penalty: 5145.050293
	Iteration 3Q: 3 clusters Score -4428758 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4429263.500000 Penalty: 5145.050293
	Iteration 4Q: 3 clusters Score -4429264 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4429800.500000 Penalty: 5145.050293
	Iteration 5Q: 3 clusters Score -4429800 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4430299.500000 Penalty: 5145.050293
	Iteration 6Q: 3 clusters Score -4430300 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4430816.500000 Penalty: 5145.050293
	Iteration 7Q: 3 clusters Score -4430816 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4431374.000000 Penalty: 5145.050293
	Iteration 8Q: 3 clusters Score -4431374 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4431982.500000 Penalty: 5145.050293
	Iteration 9Q: 3 clusters Score -4431982 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4432672.500000 Penalty: 5145.050293
	Iteration 10Q: 3 clusters Score -4432672 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4433384.000000 Penalty: 5145.050293
	Iteration 11Q: 3 clusters Score -4433384 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4434150.500000 Penalty: 5145.050293
	Iteration 12Q: 3 clusters Score -4434150 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4434871.500000 Penalty: 5145.050293
	Iteration 13Q: 3 clusters Score -4434872 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -4435513.500000 Penalty: 5145.050293
	Iteration 14Q: 3 clusters Score -4435514 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4436016.500000 Penalty: 5145.050293
	Iteration 15Q: 3 clusters Score -4436016 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4436412.000000 Penalty: 5145.050293
	Iteration 16Q: 3 clusters Score -4436412 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4436655.000000 Penalty: 5145.050293
	Iteration 17Q: 3 clusters Score -4436655 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -4436860.500000 Penalty: 5145.050293
	Iteration 18Q: 3 clusters Score -4436860 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -4437068.500000 Penalty: 5145.050293
	Iteration 19Q: 3 clusters Score -4437068 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4437226.500000 Penalty: 5145.050293
	Iteration 20F: 3 clusters Score -4437226 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4437351.500000 Penalty: 5145.050293
	Iteration 21Q: 3 clusters Score -4437352 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4437487.000000 Penalty: 5145.050293
	Iteration 22Q: 3 clusters Score -4437487 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4437619.000000 Penalty: 5145.050293
	Iteration 23Q: 3 clusters Score -4437619 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4437758.500000 Penalty: 5145.050293
	Iteration 24Q: 3 clusters Score -4437758 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -4437911.000000 Penalty: 5145.050293
	Iteration 25Q: 3 clusters Score -4437911 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4438065.000000 Penalty: 5145.050293
	Iteration 26Q: 3 clusters Score -4438065 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4438227.000000 Penalty: 5145.050293
	Iteration 27Q: 3 clusters Score -4438227 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4438376.500000 Penalty: 5145.050293
	Iteration 28Q: 3 clusters Score -4438376 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -4438547.000000 Penalty: 5145.050293
	Iteration 29Q: 3 clusters Score -4438547 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4438689.500000 Penalty: 5145.050293
	Iteration 30Q: 3 clusters Score -4438690 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -4438838.000000 Penalty: 5145.050293
	Iteration 31Q: 3 clusters Score -4438838 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4438968.000000 Penalty: 5145.050293
	Iteration 32Q: 3 clusters Score -4438968 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4439096.500000 Penalty: 5145.050293
	Iteration 33Q: 3 clusters Score -4439096 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4439179.000000 Penalty: 5145.050293
	Iteration 34Q: 3 clusters Score -4439179 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -4439270.000000 Penalty: 5145.050293
	Iteration 35Q: 3 clusters Score -4439270 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4439345.500000 Penalty: 5145.050293
	Iteration 36Q: 3 clusters Score -4439346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4439393.500000 Penalty: 5145.050293
	Iteration 37Q: 3 clusters Score -4439394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4439433.500000 Penalty: 5145.050293
	Iteration 38Q: 3 clusters Score -4439434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4439462.500000 Penalty: 5145.050293
	Iteration 39Q: 3 clusters Score -4439462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4439484.000000 Penalty: 5145.050293
	Iteration 40F: 3 clusters Score -4439484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4439511.500000 Penalty: 5145.050293
	Iteration 41Q: 3 clusters Score -4439512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -4439528.000000 Penalty: 5145.050293
	Iteration 42Q: 3 clusters Score -4439528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4439535.000000 Penalty: 5145.050293
	Iteration 43Q: 3 clusters Score -4439535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4439540.000000 Penalty: 5145.050293
	Iteration 44Q: 3 clusters Score -4439540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4439553.500000 Penalty: 5145.050293
	Iteration 45Q: 3 clusters Score -4439554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4439558.500000 Penalty: 5145.050293
	Iteration 46Q: 3 clusters Score -4439558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4439568.000000 Penalty: 5145.050293
	Iteration 47Q: 3 clusters Score -4439568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4439574.000000 Penalty: 5145.050293
	Iteration 48Q: 3 clusters Score -4439574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4439583.000000 Penalty: 5145.050293
	Iteration 49Q: 3 clusters Score -4439583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4439585.500000 Penalty: 5145.050293
	Iteration 50Q: 3 clusters Score -4439586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4439597.500000 Penalty: 5145.050293
	Iteration 51Q: 3 clusters Score -4439598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -4439596.500000 Penalty: 5145.050293
	Iteration 52Q: 3 clusters Score -4439596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -4439592.500000 Penalty: 5145.050293
	Iteration 53Q: 3 clusters Score -4439592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4439591.000000 Penalty: 5145.050293
	Iteration 54Q: 3 clusters Score -4439591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4439603.000000 Penalty: 5145.050293
	Iteration 55Q: 3 clusters Score -4439603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4439611.500000 Penalty: 5145.050293
	Iteration 56Q: 3 clusters Score -4439612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4439620.000000 Penalty: 5145.050293
	Iteration 57Q: 3 clusters Score -4439620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4439625.500000 Penalty: 5145.050293
	Iteration 58Q: 3 clusters Score -4439626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4439623.500000 Penalty: 5145.050293
	Iteration 59Q: 3 clusters Score -4439624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4439634.000000 Penalty: 5145.050293
	Iteration 60F: 3 clusters Score -4439634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4439636.000000 Penalty: 5145.050293
	Iteration 61Q: 3 clusters Score -4439636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4439635.500000 Penalty: 5145.050293
	Iteration 62Q: 3 clusters Score -4439636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4439631.500000 Penalty: 5145.050293
	Iteration 63Q: 3 clusters Score -4439632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4439635.500000 Penalty: 5145.050293
	Iteration 64Q: 3 clusters Score -4439636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4439634.000000 Penalty: 5145.050293
	Iteration 65Q: 3 clusters Score -4439634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4439634.000000 Penalty: 5145.050293
	Iteration 66Q: 3 clusters Score -4439634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4439638.000000 Penalty: 5145.050293
	Iteration 67Q: 3 clusters Score -4439638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4439643.500000 Penalty: 5145.050293
	Iteration 68Q: 3 clusters Score -4439644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4439646.500000 Penalty: 5145.050293
	Iteration 69Q: 3 clusters Score -4439646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4439661.500000 Penalty: 5145.050293
	Iteration 70Q: 3 clusters Score -4439662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -4439660.000000 Penalty: 5145.050293
	Iteration 71Q: 3 clusters Score -4439660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4439662.500000 Penalty: 5145.050293
	Iteration 72Q: 3 clusters Score -4439662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4439662.000000 Penalty: 5145.050293
	Iteration 73Q: 3 clusters Score -4439662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4439666.500000 Penalty: 5145.050293
	Iteration 74Q: 3 clusters Score -4439666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4439669.000000 Penalty: 5145.050293
	Iteration 75Q: 3 clusters Score -4439669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4439670.000000 Penalty: 5145.050293
	Iteration 76Q: 3 clusters Score -4439670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4439670.500000 Penalty: 5145.050293
	Iteration 77Q: 3 clusters Score -4439670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4439674.500000 Penalty: 5145.050293
	Iteration 78Q: 3 clusters Score -4439674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -4439676.000000 Penalty: 5145.050293
	Iteration 79Q: 3 clusters Score -4439676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4439676.500000 Penalty: 5145.050293
	Iteration 80F: 3 clusters Score -4439676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4439673.000000 Penalty: 5145.050293
	Iteration 81Q: 3 clusters Score -4439673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4439673.000000 Penalty: 5145.050293
	Iteration 82F: 3 clusters Score -4439673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -505937.843750 Penalty: 2024.515991
	Iteration 0F: 2 clusters Score -505937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -502375.125000 Penalty: 4049.031982
	Iteration 0F: 3 clusters Score -502375.1 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -503074.812500 Penalty: 4049.031982
	Iteration 1F: 3 clusters Score -503074.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -503246.593750 Penalty: 4049.031982
	Iteration 2F: 3 clusters Score -503246.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -503350.250000 Penalty: 4049.031982
	Iteration 3Q: 3 clusters Score -503350.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -503437.093750 Penalty: 4049.031982
	Iteration 4Q: 3 clusters Score -503437.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -503518.031250 Penalty: 4049.031982
	Iteration 5Q: 3 clusters Score -503518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -503586.437500 Penalty: 4049.031982
	Iteration 6Q: 3 clusters Score -503586.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -503637.937500 Penalty: 4049.031982
	Iteration 7Q: 3 clusters Score -503637.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -503676.562500 Penalty: 4049.031982
	Iteration 8Q: 3 clusters Score -503676.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -503710.187500 Penalty: 4049.031982
	Iteration 9Q: 3 clusters Score -503710.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -503747.718750 Penalty: 4049.031982
	Iteration 10Q: 3 clusters Score -503747.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -503789.375000 Penalty: 4049.031982
	Iteration 11Q: 3 clusters Score -503789.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -503821.656250 Penalty: 4049.031982
	Iteration 12Q: 3 clusters Score -503821.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -503852.625000 Penalty: 4049.031982
	Iteration 13Q: 3 clusters Score -503852.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -503879.156250 Penalty: 4049.031982
	Iteration 14Q: 3 clusters Score -503879.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -503907.875000 Penalty: 4049.031982
	Iteration 15Q: 3 clusters Score -503907.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -503951.375000 Penalty: 4049.031982
	Iteration 16Q: 3 clusters Score -503951.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -504002.625000 Penalty: 4049.031982
	Iteration 17Q: 3 clusters Score -504002.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -504055.062500 Penalty: 4049.031982
	Iteration 18Q: 3 clusters Score -504055.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -504107.843750 Penalty: 4049.031982
	Iteration 19Q: 3 clusters Score -504107.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -504178.750000 Penalty: 4049.031982
	Iteration 20F: 3 clusters Score -504178.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -504233.968750 Penalty: 4049.031982
	Iteration 21Q: 3 clusters Score -504234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -504290.656250 Penalty: 4049.031982
	Iteration 22Q: 3 clusters Score -504290.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -504371.781250 Penalty: 4049.031982
	Iteration 23Q: 3 clusters Score -504371.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -504455.843750 Penalty: 4049.031982
	Iteration 24Q: 3 clusters Score -504455.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -504525.312500 Penalty: 4049.031982
	Iteration 25Q: 3 clusters Score -504525.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -504578.406250 Penalty: 4049.031982
	Iteration 26Q: 3 clusters Score -504578.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -504616.281250 Penalty: 4049.031982
	Iteration 27Q: 3 clusters Score -504616.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -504649.218750 Penalty: 4049.031982
	Iteration 28Q: 3 clusters Score -504649.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -504677.375000 Penalty: 4049.031982
	Iteration 29Q: 3 clusters Score -504677.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -504709.187500 Penalty: 4049.031982
	Iteration 30Q: 3 clusters Score -504709.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -504728.437500 Penalty: 4049.031982
	Iteration 31Q: 3 clusters Score -504728.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -504750.093750 Penalty: 4049.031982
	Iteration 32Q: 3 clusters Score -504750.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -504773.375000 Penalty: 4049.031982
	Iteration 33Q: 3 clusters Score -504773.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -504804.937500 Penalty: 4049.031982
	Iteration 34Q: 3 clusters Score -504804.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -504839.500000 Penalty: 4049.031982
	Iteration 35Q: 3 clusters Score -504839.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -504875.593750 Penalty: 4049.031982
	Iteration 36Q: 3 clusters Score -504875.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -504927.531250 Penalty: 4049.031982
	Iteration 37Q: 3 clusters Score -504927.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -504981.656250 Penalty: 4049.031982
	Iteration 38Q: 3 clusters Score -504981.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -505041.187500 Penalty: 4049.031982
	Iteration 39Q: 3 clusters Score -505041.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -505109.406250 Penalty: 4049.031982
	Iteration 40F: 3 clusters Score -505109.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -505169.843750 Penalty: 4049.031982
	Iteration 41Q: 3 clusters Score -505169.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -505225.437500 Penalty: 4049.031982
	Iteration 42Q: 3 clusters Score -505225.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -505253.156250 Penalty: 4049.031982
	Iteration 43Q: 3 clusters Score -505253.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -505274.531250 Penalty: 4049.031982
	Iteration 44Q: 3 clusters Score -505274.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -505284.187500 Penalty: 4049.031982
	Iteration 45Q: 3 clusters Score -505284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -505289.218750 Penalty: 4049.031982
	Iteration 46Q: 3 clusters Score -505289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -505293.875000 Penalty: 4049.031982
	Iteration 47Q: 3 clusters Score -505293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -505297.125000 Penalty: 4049.031982
	Iteration 48Q: 3 clusters Score -505297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -505300.250000 Penalty: 4049.031982
	Iteration 49Q: 3 clusters Score -505300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -505303.281250 Penalty: 4049.031982
	Iteration 50Q: 3 clusters Score -505303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -505304.812500 Penalty: 4049.031982
	Iteration 51Q: 3 clusters Score -505304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -505305.906250 Penalty: 4049.031982
	Iteration 52Q: 3 clusters Score -505305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -505307.281250 Penalty: 4049.031982
	Iteration 53Q: 3 clusters Score -505307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -505307.281250 Penalty: 4049.031982
	Iteration 54F: 3 clusters Score -505307.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -264523.125000 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -264523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -262034.609375 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -262034.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -262456.593750 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -262456.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -262610.062500 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -262610.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -262734.093750 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -262734.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -262848.312500 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -262848.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -262932.750000 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -262932.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -262991.437500 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -262991.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -263058.875000 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -263058.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -263136.656250 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -263136.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -263213.968750 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -263214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -263296.093750 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -263296.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263383.812500 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -263383.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263496.000000 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -263496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263658.281250 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -263658.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263772.187500 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -263772.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -263827.812500 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -263827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -263867.875000 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -263867.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263891.750000 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -263891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263904.656250 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -263904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263910.125000 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -263910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263916.093750 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -263916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -263920.343750 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -263920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263922.125000 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -263922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263923.343750 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -263923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -263923.500000 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -263923.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263924.625000 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -263924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263924.625000 Penalty: 3716.132812
	Iteration 26F: 3 clusters Score -263924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -278293.062500 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -278293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -275704.562500 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -275704.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -276099.593750 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -276099.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276245.750000 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -276245.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -276343.218750 Penalty: 3738.829346
	Iteration 3F: 3 clusters Score -276343.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -276409.343750 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -276409.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -276481.187500 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -276481.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -276582.343750 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -276582.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -276757.093750 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -276757.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -276968.562500 Penalty: 3738.829346
	Iteration 8F: 3 clusters Score -276968.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -277172.437500 Penalty: 3738.829346
	Iteration 9F: 3 clusters Score -277172.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -277302.437500 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -277302.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -277373.125000 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -277373.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -277417.281250 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -277417.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -277452.562500 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -277452.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277481.187500 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -277481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277496.625000 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -277496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -277513.500000 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -277513.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -277524.031250 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -277524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -277534.656250 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -277534.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -277543.906250 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -277543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -277546.156250 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -277546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -277548.062500 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -277548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277548.750000 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -277548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -277550.062500 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -277550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -277550.093750 Penalty: 3738.829346
	Iteration 24Q: 3 clusters Score -277550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -277551.031250 Penalty: 3738.829346
	Iteration 25Q: 3 clusters Score -277551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -277551.031250 Penalty: 3738.829346
	Iteration 26F: 3 clusters Score -277551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -1573796.375000 Penalty: 2299.828857
	Iteration 0F: 2 clusters Score -1573796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1565770.125000 Penalty: 4599.657715
	Iteration 0F: 3 clusters Score -1565770 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1568170.875000 Penalty: 4599.657715
	Iteration 1F: 3 clusters Score -1568171 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1568521.375000 Penalty: 4599.657715
	Iteration 2F: 3 clusters Score -1568521 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1568772.000000 Penalty: 4599.657715
	Iteration 3F: 3 clusters Score -1568772 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1568955.125000 Penalty: 4599.657715
	Iteration 4Q: 3 clusters Score -1568955 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1569101.875000 Penalty: 4599.657715
	Iteration 5Q: 3 clusters Score -1569102 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1569215.250000 Penalty: 4599.657715
	Iteration 6Q: 3 clusters Score -1569215 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1569307.875000 Penalty: 4599.657715
	Iteration 7Q: 3 clusters Score -1569308 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1569379.250000 Penalty: 4599.657715
	Iteration 8Q: 3 clusters Score -1569379 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1569442.875000 Penalty: 4599.657715
	Iteration 9Q: 3 clusters Score -1569443 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1569514.125000 Penalty: 4599.657715
	Iteration 10Q: 3 clusters Score -1569514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1569589.625000 Penalty: 4599.657715
	Iteration 11Q: 3 clusters Score -1569590 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1569669.250000 Penalty: 4599.657715
	Iteration 12Q: 3 clusters Score -1569669 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1569746.625000 Penalty: 4599.657715
	Iteration 13Q: 3 clusters Score -1569747 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1569854.250000 Penalty: 4599.657715
	Iteration 14Q: 3 clusters Score -1569854 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1569981.625000 Penalty: 4599.657715
	Iteration 15Q: 3 clusters Score -1569982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1570119.250000 Penalty: 4599.657715
	Iteration 16Q: 3 clusters Score -1570119 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1570248.500000 Penalty: 4599.657715
	Iteration 17Q: 3 clusters Score -1570248 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1570390.000000 Penalty: 4599.657715
	Iteration 18Q: 3 clusters Score -1570390 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1570528.000000 Penalty: 4599.657715
	Iteration 19Q: 3 clusters Score -1570528 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1570655.625000 Penalty: 4599.657715
	Iteration 20F: 3 clusters Score -1570656 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1570788.750000 Penalty: 4599.657715
	Iteration 21Q: 3 clusters Score -1570789 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1570907.375000 Penalty: 4599.657715
	Iteration 22Q: 3 clusters Score -1570907 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1571047.625000 Penalty: 4599.657715
	Iteration 23Q: 3 clusters Score -1571048 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1571178.000000 Penalty: 4599.657715
	Iteration 24Q: 3 clusters Score -1571178 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1571288.125000 Penalty: 4599.657715
	Iteration 25Q: 3 clusters Score -1571288 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1571398.125000 Penalty: 4599.657715
	Iteration 26Q: 3 clusters Score -1571398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1571493.250000 Penalty: 4599.657715
	Iteration 27Q: 3 clusters Score -1571493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1571558.750000 Penalty: 4599.657715
	Iteration 28Q: 3 clusters Score -1571559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1571616.750000 Penalty: 4599.657715
	Iteration 29Q: 3 clusters Score -1571617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1571667.000000 Penalty: 4599.657715
	Iteration 30Q: 3 clusters Score -1571667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1571695.750000 Penalty: 4599.657715
	Iteration 31Q: 3 clusters Score -1571696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1571712.125000 Penalty: 4599.657715
	Iteration 32Q: 3 clusters Score -1571712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1571720.125000 Penalty: 4599.657715
	Iteration 33Q: 3 clusters Score -1571720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1571731.625000 Penalty: 4599.657715
	Iteration 34Q: 3 clusters Score -1571732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1571741.875000 Penalty: 4599.657715
	Iteration 35Q: 3 clusters Score -1571742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1571749.875000 Penalty: 4599.657715
	Iteration 36Q: 3 clusters Score -1571750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1571762.875000 Penalty: 4599.657715
	Iteration 37Q: 3 clusters Score -1571763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1571768.625000 Penalty: 4599.657715
	Iteration 38Q: 3 clusters Score -1571769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1571772.750000 Penalty: 4599.657715
	Iteration 39Q: 3 clusters Score -1571773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1571779.125000 Penalty: 4599.657715
	Iteration 40F: 3 clusters Score -1571779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1571785.625000 Penalty: 4599.657715
	Iteration 41Q: 3 clusters Score -1571786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1571789.625000 Penalty: 4599.657715
	Iteration 42Q: 3 clusters Score -1571790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1571796.250000 Penalty: 4599.657715
	Iteration 43Q: 3 clusters Score -1571796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1571797.625000 Penalty: 4599.657715
	Iteration 44Q: 3 clusters Score -1571798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1571797.500000 Penalty: 4599.657715
	Iteration 45Q: 3 clusters Score -1571798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1571800.625000 Penalty: 4599.657715
	Iteration 46Q: 3 clusters Score -1571801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1571802.875000 Penalty: 4599.657715
	Iteration 47Q: 3 clusters Score -1571803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1571806.750000 Penalty: 4599.657715
	Iteration 48Q: 3 clusters Score -1571807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1571808.250000 Penalty: 4599.657715
	Iteration 49Q: 3 clusters Score -1571808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1571812.250000 Penalty: 4599.657715
	Iteration 50Q: 3 clusters Score -1571812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1571815.000000 Penalty: 4599.657715
	Iteration 51Q: 3 clusters Score -1571815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1571815.750000 Penalty: 4599.657715
	Iteration 52Q: 3 clusters Score -1571816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1571817.375000 Penalty: 4599.657715
	Iteration 53Q: 3 clusters Score -1571817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1571817.375000 Penalty: 4599.657715
	Iteration 54F: 3 clusters Score -1571817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Entering Unmasked Estep 
Score: -2811770.000000 Penalty: 2438.493652
	Iteration 0F: 2 clusters Score -2811770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2798603.750000 Penalty: 4876.987305
	Iteration 0F: 3 clusters Score -2798604 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2802833.750000 Penalty: 4876.987305
	Iteration 1F: 3 clusters Score -2802834 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2803202.000000 Penalty: 4876.987305
	Iteration 2F: 3 clusters Score -2803202 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2803584.750000 Penalty: 4876.987305
	Iteration 3Q: 3 clusters Score -2803585 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2803949.250000 Penalty: 4876.987305
	Iteration 4Q: 3 clusters Score -2803949 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2804305.000000 Penalty: 4876.987305
	Iteration 5Q: 3 clusters Score -2804305 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2804651.500000 Penalty: 4876.987305
	Iteration 6Q: 3 clusters Score -2804652 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2805033.000000 Penalty: 4876.987305
	Iteration 7Q: 3 clusters Score -2805033 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2805442.250000 Penalty: 4876.987305
	Iteration 8Q: 3 clusters Score -2805442 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2805985.500000 Penalty: 4876.987305
	Iteration 9Q: 3 clusters Score -2805986 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2806646.250000 Penalty: 4876.987305
	Iteration 10Q: 3 clusters Score -2806646 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2807352.500000 Penalty: 4876.987305
	Iteration 11Q: 3 clusters Score -2807352 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2807973.250000 Penalty: 4876.987305
	Iteration 12Q: 3 clusters Score -2807973 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2808405.500000 Penalty: 4876.987305
	Iteration 13Q: 3 clusters Score -2808406 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2808632.250000 Penalty: 4876.987305
	Iteration 14Q: 3 clusters Score -2808632 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2808761.500000 Penalty: 4876.987305
	Iteration 15Q: 3 clusters Score -2808762 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2808855.500000 Penalty: 4876.987305
	Iteration 16Q: 3 clusters Score -2808856 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2808902.000000 Penalty: 4876.987305
	Iteration 17Q: 3 clusters Score -2808902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2808933.250000 Penalty: 4876.987305
	Iteration 18Q: 3 clusters Score -2808933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2808952.500000 Penalty: 4876.987305
	Iteration 19Q: 3 clusters Score -2808952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2808973.750000 Penalty: 4876.987305
	Iteration 20F: 3 clusters Score -2808974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2808981.250000 Penalty: 4876.987305
	Iteration 21Q: 3 clusters Score -2808981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2808999.750000 Penalty: 4876.987305
	Iteration 22Q: 3 clusters Score -2809000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2808996.750000 Penalty: 4876.987305
	Iteration 23Q: 3 clusters Score -2808997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2808999.750000 Penalty: 4876.987305
	Iteration 24Q: 3 clusters Score -2809000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2808992.500000 Penalty: 4876.987305
	Iteration 25Q: 3 clusters Score -2808992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2808991.000000 Penalty: 4876.987305
	Iteration 26Q: 3 clusters Score -2808991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2808995.000000 Penalty: 4876.987305
	Iteration 27Q: 3 clusters Score -2808995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2808994.000000 Penalty: 4876.987305
	Iteration 28Q: 3 clusters Score -2808994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2808997.000000 Penalty: 4876.987305
	Iteration 29Q: 3 clusters Score -2808997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2808998.500000 Penalty: 4876.987305
	Iteration 30Q: 3 clusters Score -2808998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2808998.000000 Penalty: 4876.987305
	Iteration 31Q: 3 clusters Score -2808998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2808991.500000 Penalty: 4876.987305
	Iteration 32Q: 3 clusters Score -2808992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2808991.500000 Penalty: 4876.987305
	Iteration 33F: 3 clusters Score -2808992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Entering Unmasked Estep 
Score: -1975030.500000 Penalty: 2364.902344
	Iteration 0F: 2 clusters Score -1975030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1964953.875000 Penalty: 4729.804688
	Iteration 0F: 3 clusters Score -1964954 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1968016.750000 Penalty: 4729.804688
	Iteration 1F: 3 clusters Score -1968017 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1968451.375000 Penalty: 4729.804688
	Iteration 2F: 3 clusters Score -1968451 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1968880.750000 Penalty: 4729.804688
	Iteration 3F: 3 clusters Score -1968881 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1969326.250000 Penalty: 4729.804688
	Iteration 4F: 3 clusters Score -1969326 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1969838.000000 Penalty: 4729.804688
	Iteration 5F: 3 clusters Score -1969838 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1970410.000000 Penalty: 4729.804688
	Iteration 6F: 3 clusters Score -1970410 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1971014.250000 Penalty: 4729.804688
	Iteration 7F: 3 clusters Score -1971014 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1971662.375000 Penalty: 4729.804688
	Iteration 8F: 3 clusters Score -1971662 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1972305.500000 Penalty: 4729.804688
	Iteration 9F: 3 clusters Score -1972306 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1972854.125000 Penalty: 4729.804688
	Iteration 10Q: 3 clusters Score -1972854 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1973291.625000 Penalty: 4729.804688
	Iteration 11Q: 3 clusters Score -1973292 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1973564.125000 Penalty: 4729.804688
	Iteration 12Q: 3 clusters Score -1973564 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1973784.500000 Penalty: 4729.804688
	Iteration 13Q: 3 clusters Score -1973784 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1973985.875000 Penalty: 4729.804688
	Iteration 14Q: 3 clusters Score -1973986 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1974139.375000 Penalty: 4729.804688
	Iteration 15Q: 3 clusters Score -1974139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1974264.125000 Penalty: 4729.804688
	Iteration 16Q: 3 clusters Score -1974264 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1974352.125000 Penalty: 4729.804688
	Iteration 17Q: 3 clusters Score -1974352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1974435.125000 Penalty: 4729.804688
	Iteration 18Q: 3 clusters Score -1974435 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1974497.375000 Penalty: 4729.804688
	Iteration 19Q: 3 clusters Score -1974497 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1974544.250000 Penalty: 4729.804688
	Iteration 20F: 3 clusters Score -1974544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1974587.500000 Penalty: 4729.804688
	Iteration 21Q: 3 clusters Score -1974588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1974612.125000 Penalty: 4729.804688
	Iteration 22Q: 3 clusters Score -1974612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1974627.750000 Penalty: 4729.804688
	Iteration 23Q: 3 clusters Score -1974628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1974643.375000 Penalty: 4729.804688
	Iteration 24Q: 3 clusters Score -1974643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1974652.500000 Penalty: 4729.804688
	Iteration 25Q: 3 clusters Score -1974652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1974662.375000 Penalty: 4729.804688
	Iteration 26Q: 3 clusters Score -1974662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1974666.875000 Penalty: 4729.804688
	Iteration 27Q: 3 clusters Score -1974667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1974669.750000 Penalty: 4729.804688
	Iteration 28Q: 3 clusters Score -1974670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1974671.750000 Penalty: 4729.804688
	Iteration 29Q: 3 clusters Score -1974672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1974677.250000 Penalty: 4729.804688
	Iteration 30Q: 3 clusters Score -1974677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1974681.375000 Penalty: 4729.804688
	Iteration 31Q: 3 clusters Score -1974681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1974682.750000 Penalty: 4729.804688
	Iteration 32Q: 3 clusters Score -1974683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1974686.000000 Penalty: 4729.804688
	Iteration 33Q: 3 clusters Score -1974686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1974686.375000 Penalty: 4729.804688
	Iteration 34Q: 3 clusters Score -1974686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1974685.000000 Penalty: 4729.804688
	Iteration 35Q: 3 clusters Score -1974685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1974683.875000 Penalty: 4729.804688
	Iteration 36Q: 3 clusters Score -1974684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1974683.000000 Penalty: 4729.804688
	Iteration 37Q: 3 clusters Score -1974683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1974684.125000 Penalty: 4729.804688
	Iteration 38Q: 3 clusters Score -1974684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1974681.875000 Penalty: 4729.804688
	Iteration 39Q: 3 clusters Score -1974682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1974681.375000 Penalty: 4729.804688
	Iteration 40F: 3 clusters Score -1974681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1974682.375000 Penalty: 4729.804688
	Iteration 41Q: 3 clusters Score -1974682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1974682.375000 Penalty: 4729.804688
	Iteration 42Q: 3 clusters Score -1974682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1974683.125000 Penalty: 4729.804688
	Iteration 43Q: 3 clusters Score -1974683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1974683.625000 Penalty: 4729.804688
	Iteration 44Q: 3 clusters Score -1974684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1974685.125000 Penalty: 4729.804688
	Iteration 45Q: 3 clusters Score -1974685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1974684.375000 Penalty: 4729.804688
	Iteration 46Q: 3 clusters Score -1974684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1974683.500000 Penalty: 4729.804688
	Iteration 47Q: 3 clusters Score -1974684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1974685.625000 Penalty: 4729.804688
	Iteration 48Q: 3 clusters Score -1974686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1974685.625000 Penalty: 4729.804688
	Iteration 49F: 3 clusters Score -1974686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Entering Unmasked Estep 
Score: -867273.562500 Penalty: 2168.237549
	Iteration 0F: 2 clusters Score -867273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -861965.812500 Penalty: 4336.475098
	Iteration 0F: 3 clusters Score -861965.8 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -863522.812500 Penalty: 4336.475098
	Iteration 1F: 3 clusters Score -863522.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -863957.312500 Penalty: 4336.475098
	Iteration 2F: 3 clusters Score -863957.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -864336.000000 Penalty: 4336.475098
	Iteration 3F: 3 clusters Score -864336 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -864703.500000 Penalty: 4336.475098
	Iteration 4F: 3 clusters Score -864703.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -865026.125000 Penalty: 4336.475098
	Iteration 5F: 3 clusters Score -865026.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -865252.312500 Penalty: 4336.475098
	Iteration 6Q: 3 clusters Score -865252.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -865365.687500 Penalty: 4336.475098
	Iteration 7Q: 3 clusters Score -865365.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -865440.312500 Penalty: 4336.475098
	Iteration 8Q: 3 clusters Score -865440.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -865484.250000 Penalty: 4336.475098
	Iteration 9Q: 3 clusters Score -865484.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -865516.062500 Penalty: 4336.475098
	Iteration 10Q: 3 clusters Score -865516.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -865539.500000 Penalty: 4336.475098
	Iteration 11Q: 3 clusters Score -865539.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -865560.125000 Penalty: 4336.475098
	Iteration 12Q: 3 clusters Score -865560.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -865573.875000 Penalty: 4336.475098
	Iteration 13Q: 3 clusters Score -865573.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -865587.875000 Penalty: 4336.475098
	Iteration 14Q: 3 clusters Score -865587.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -865597.687500 Penalty: 4336.475098
	Iteration 15Q: 3 clusters Score -865597.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -865608.062500 Penalty: 4336.475098
	Iteration 16Q: 3 clusters Score -865608.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -865618.375000 Penalty: 4336.475098
	Iteration 17Q: 3 clusters Score -865618.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -865625.750000 Penalty: 4336.475098
	Iteration 18Q: 3 clusters Score -865625.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -865629.625000 Penalty: 4336.475098
	Iteration 19Q: 3 clusters Score -865629.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -865636.062500 Penalty: 4336.475098
	Iteration 20F: 3 clusters Score -865636.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -865639.000000 Penalty: 4336.475098
	Iteration 21Q: 3 clusters Score -865639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -865643.750000 Penalty: 4336.475098
	Iteration 22Q: 3 clusters Score -865643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -865649.125000 Penalty: 4336.475098
	Iteration 23Q: 3 clusters Score -865649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -865653.812500 Penalty: 4336.475098
	Iteration 24Q: 3 clusters Score -865653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -865659.437500 Penalty: 4336.475098
	Iteration 25Q: 3 clusters Score -865659.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -865662.875000 Penalty: 4336.475098
	Iteration 26Q: 3 clusters Score -865662.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -865664.312500 Penalty: 4336.475098
	Iteration 27Q: 3 clusters Score -865664.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -865670.812500 Penalty: 4336.475098
	Iteration 28Q: 3 clusters Score -865670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -865674.500000 Penalty: 4336.475098
	Iteration 29Q: 3 clusters Score -865674.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -865675.000000 Penalty: 4336.475098
	Iteration 30Q: 3 clusters Score -865675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -865680.125000 Penalty: 4336.475098
	Iteration 31Q: 3 clusters Score -865680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -865681.625000 Penalty: 4336.475098
	Iteration 32Q: 3 clusters Score -865681.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -865685.312500 Penalty: 4336.475098
	Iteration 33Q: 3 clusters Score -865685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -865688.625000 Penalty: 4336.475098
	Iteration 34Q: 3 clusters Score -865688.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -865690.875000 Penalty: 4336.475098
	Iteration 35Q: 3 clusters Score -865690.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -865696.562500 Penalty: 4336.475098
	Iteration 36Q: 3 clusters Score -865696.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -865703.687500 Penalty: 4336.475098
	Iteration 37Q: 3 clusters Score -865703.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -865706.187500 Penalty: 4336.475098
	Iteration 38Q: 3 clusters Score -865706.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -865710.000000 Penalty: 4336.475098
	Iteration 39Q: 3 clusters Score -865710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -865718.062500 Penalty: 4336.475098
	Iteration 40F: 3 clusters Score -865718.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -865725.625000 Penalty: 4336.475098
	Iteration 41Q: 3 clusters Score -865725.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -865727.625000 Penalty: 4336.475098
	Iteration 42Q: 3 clusters Score -865727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -865730.062500 Penalty: 4336.475098
	Iteration 43Q: 3 clusters Score -865730.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -865738.812500 Penalty: 4336.475098
	Iteration 44Q: 3 clusters Score -865738.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -865740.312500 Penalty: 4336.475098
	Iteration 45Q: 3 clusters Score -865740.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -865746.937500 Penalty: 4336.475098
	Iteration 46Q: 3 clusters Score -865746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -865759.125000 Penalty: 4336.475098
	Iteration 47Q: 3 clusters Score -865759.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -865771.000000 Penalty: 4336.475098
	Iteration 48Q: 3 clusters Score -865771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -865778.437500 Penalty: 4336.475098
	Iteration 49Q: 3 clusters Score -865778.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -865787.500000 Penalty: 4336.475098
	Iteration 50Q: 3 clusters Score -865787.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -865800.687500 Penalty: 4336.475098
	Iteration 51Q: 3 clusters Score -865800.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -865815.125000 Penalty: 4336.475098
	Iteration 52Q: 3 clusters Score -865815.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -865825.187500 Penalty: 4336.475098
	Iteration 53Q: 3 clusters Score -865825.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -865837.187500 Penalty: 4336.475098
	Iteration 54Q: 3 clusters Score -865837.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -865851.375000 Penalty: 4336.475098
	Iteration 55Q: 3 clusters Score -865851.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -865861.125000 Penalty: 4336.475098
	Iteration 56Q: 3 clusters Score -865861.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -865872.312500 Penalty: 4336.475098
	Iteration 57Q: 3 clusters Score -865872.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -865879.250000 Penalty: 4336.475098
	Iteration 58Q: 3 clusters Score -865879.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -865893.562500 Penalty: 4336.475098
	Iteration 59Q: 3 clusters Score -865893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -865901.000000 Penalty: 4336.475098
	Iteration 60F: 3 clusters Score -865901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -865909.812500 Penalty: 4336.475098
	Iteration 61Q: 3 clusters Score -865909.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -865915.437500 Penalty: 4336.475098
	Iteration 62Q: 3 clusters Score -865915.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -865921.125000 Penalty: 4336.475098
	Iteration 63Q: 3 clusters Score -865921.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -865925.687500 Penalty: 4336.475098
	Iteration 64Q: 3 clusters Score -865925.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -865929.625000 Penalty: 4336.475098
	Iteration 65Q: 3 clusters Score -865929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -865934.000000 Penalty: 4336.475098
	Iteration 66Q: 3 clusters Score -865934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -865938.812500 Penalty: 4336.475098
	Iteration 67Q: 3 clusters Score -865938.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -865947.000000 Penalty: 4336.475098
	Iteration 68Q: 3 clusters Score -865947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -865958.750000 Penalty: 4336.475098
	Iteration 69Q: 3 clusters Score -865958.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -865965.625000 Penalty: 4336.475098
	Iteration 70Q: 3 clusters Score -865965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -865971.187500 Penalty: 4336.475098
	Iteration 71Q: 3 clusters Score -865971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -865977.437500 Penalty: 4336.475098
	Iteration 72Q: 3 clusters Score -865977.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -865986.500000 Penalty: 4336.475098
	Iteration 73Q: 3 clusters Score -865986.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -865989.875000 Penalty: 4336.475098
	Iteration 74Q: 3 clusters Score -865989.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -865997.250000 Penalty: 4336.475098
	Iteration 75Q: 3 clusters Score -865997.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -866008.750000 Penalty: 4336.475098
	Iteration 76Q: 3 clusters Score -866008.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -866019.625000 Penalty: 4336.475098
	Iteration 77Q: 3 clusters Score -866019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -866023.500000 Penalty: 4336.475098
	Iteration 78Q: 3 clusters Score -866023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -866027.062500 Penalty: 4336.475098
	Iteration 79Q: 3 clusters Score -866027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -866028.750000 Penalty: 4336.475098
	Iteration 80F: 3 clusters Score -866028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -866030.250000 Penalty: 4336.475098
	Iteration 81Q: 3 clusters Score -866030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -866031.062500 Penalty: 4336.475098
	Iteration 82Q: 3 clusters Score -866031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -866031.500000 Penalty: 4336.475098
	Iteration 83Q: 3 clusters Score -866031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -866031.500000 Penalty: 4336.475098
	Iteration 84F: 3 clusters Score -866031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -41806.656250 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -41806.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40530.531250 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -40530.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40639.449219 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -40639.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40689.480469 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -40689.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40726.328125 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -40726.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40751.253906 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -40751.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40759.203125 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -40759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40768.160156 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -40768.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40773.703125 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -40773.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40773.703125 Penalty: 2864.177490
	Iteration 8F: 3 clusters Score -40773.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193918 members 
Entering Unmasked Estep 
Score: -28984536.000000 Penalty: 3019.447266
	Iteration 0F: 2 clusters Score -2.898454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -28856812.000000 Penalty: 6038.894531
	Iteration 0F: 3 clusters Score -2.885681e+07 nChanged 93215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -28911170.000000 Penalty: 6038.894531
	Iteration 1F: 3 clusters Score -2.891117e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -28912598.000000 Penalty: 6038.894531
	Iteration 2Q: 3 clusters Score -2.89126e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -28914402.000000 Penalty: 6038.894531
	Iteration 3Q: 3 clusters Score -2.89144e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -28917456.000000 Penalty: 6038.894531
	Iteration 4Q: 3 clusters Score -2.891746e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -28922652.000000 Penalty: 6038.894531
	Iteration 5F: 3 clusters Score -2.892265e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135931 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -28930906.000000 Penalty: 6038.894531
	Iteration 6F: 3 clusters Score -2.893091e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -28942882.000000 Penalty: 6038.894531
	Iteration 7F: 3 clusters Score -2.894288e+07 nChanged 16037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -28956482.000000 Penalty: 6038.894531
	Iteration 8F: 3 clusters Score -2.895648e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180411 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -28968618.000000 Penalty: 6038.894531
	Iteration 9F: 3 clusters Score -2.896862e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188248 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -28976322.000000 Penalty: 6038.894531
	Iteration 10Q: 3 clusters Score -2.897632e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191872 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -28979872.000000 Penalty: 6038.894531
	Iteration 11Q: 3 clusters Score -2.897987e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193072 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -28981038.000000 Penalty: 6038.894531
	Iteration 12Q: 3 clusters Score -2.898104e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -28981482.000000 Penalty: 6038.894531
	Iteration 13Q: 3 clusters Score -2.898148e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193575 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28981630.000000 Penalty: 6038.894531
	Iteration 14Q: 3 clusters Score -2.898163e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193625 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28981746.000000 Penalty: 6038.894531
	Iteration 15Q: 3 clusters Score -2.898175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193649 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28981776.000000 Penalty: 6038.894531
	Iteration 16Q: 3 clusters Score -2.898178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193656 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28981806.000000 Penalty: 6038.894531
	Iteration 17Q: 3 clusters Score -2.898181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193668 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28981856.000000 Penalty: 6038.894531
	Iteration 18Q: 3 clusters Score -2.898186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193674 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28981848.000000 Penalty: 6038.894531
	Iteration 19Q: 3 clusters Score -2.898185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193676 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28981856.000000 Penalty: 6038.894531
	Iteration 20F: 3 clusters Score -2.898186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193675 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28981858.000000 Penalty: 6038.894531
	Iteration 21Q: 3 clusters Score -2.898186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193676 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28981860.000000 Penalty: 6038.894531
	Iteration 22Q: 3 clusters Score -2.898186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193678 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28981860.000000 Penalty: 6038.894531
	Iteration 23Q: 3 clusters Score -2.898186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193678 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28981860.000000 Penalty: 6038.894531
	Iteration 24F: 3 clusters Score -2.898186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -38505.546875 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -38505.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37291.527344 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -37291.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37390.820312 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -37390.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37422.113281 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -37422.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37429.808594 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -37429.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37440.593750 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -37440.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37440.593750 Penalty: 2827.420166
	Iteration 5F: 3 clusters Score -37440.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -195292.921875 Penalty: 1841.488770
	Iteration 0F: 2 clusters Score -195292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192943.015625 Penalty: 3682.977539
	Iteration 0F: 3 clusters Score -192943 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -193416.468750 Penalty: 3682.977539
	Iteration 1F: 3 clusters Score -193416.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193544.484375 Penalty: 3682.977539
	Iteration 2F: 3 clusters Score -193544.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -193612.609375 Penalty: 3682.977539
	Iteration 3Q: 3 clusters Score -193612.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193644.281250 Penalty: 3682.977539
	Iteration 4Q: 3 clusters Score -193644.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -193659.781250 Penalty: 3682.977539
	Iteration 5Q: 3 clusters Score -193659.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -193673.546875 Penalty: 3682.977539
	Iteration 6Q: 3 clusters Score -193673.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -193682.171875 Penalty: 3682.977539
	Iteration 7Q: 3 clusters Score -193682.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193695.156250 Penalty: 3682.977539
	Iteration 8Q: 3 clusters Score -193695.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -193708.500000 Penalty: 3682.977539
	Iteration 9Q: 3 clusters Score -193708.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -193732.718750 Penalty: 3682.977539
	Iteration 10Q: 3 clusters Score -193732.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193782.250000 Penalty: 3682.977539
	Iteration 11Q: 3 clusters Score -193782.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -193850.890625 Penalty: 3682.977539
	Iteration 12Q: 3 clusters Score -193850.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -193940.390625 Penalty: 3682.977539
	Iteration 13Q: 3 clusters Score -193940.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -194020.984375 Penalty: 3682.977539
	Iteration 14Q: 3 clusters Score -194021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -194075.687500 Penalty: 3682.977539
	Iteration 15Q: 3 clusters Score -194075.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -194130.968750 Penalty: 3682.977539
	Iteration 16Q: 3 clusters Score -194131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -194174.171875 Penalty: 3682.977539
	Iteration 17Q: 3 clusters Score -194174.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -194225.781250 Penalty: 3682.977539
	Iteration 18Q: 3 clusters Score -194225.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -194259.500000 Penalty: 3682.977539
	Iteration 19Q: 3 clusters Score -194259.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -194298.000000 Penalty: 3682.977539
	Iteration 20F: 3 clusters Score -194298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -194339.359375 Penalty: 3682.977539
	Iteration 21Q: 3 clusters Score -194339.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -194366.671875 Penalty: 3682.977539
	Iteration 22Q: 3 clusters Score -194366.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -194388.359375 Penalty: 3682.977539
	Iteration 23Q: 3 clusters Score -194388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -194398.437500 Penalty: 3682.977539
	Iteration 24Q: 3 clusters Score -194398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -194412.484375 Penalty: 3682.977539
	Iteration 25Q: 3 clusters Score -194412.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -194417.859375 Penalty: 3682.977539
	Iteration 26Q: 3 clusters Score -194417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -194425.562500 Penalty: 3682.977539
	Iteration 27Q: 3 clusters Score -194425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -194433.062500 Penalty: 3682.977539
	Iteration 28Q: 3 clusters Score -194433.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -194444.765625 Penalty: 3682.977539
	Iteration 29Q: 3 clusters Score -194444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -194454.796875 Penalty: 3682.977539
	Iteration 30Q: 3 clusters Score -194454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -194462.953125 Penalty: 3682.977539
	Iteration 31Q: 3 clusters Score -194463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -194471.921875 Penalty: 3682.977539
	Iteration 32Q: 3 clusters Score -194471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -194475.531250 Penalty: 3682.977539
	Iteration 33Q: 3 clusters Score -194475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -194476.953125 Penalty: 3682.977539
	Iteration 34Q: 3 clusters Score -194477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -194476.953125 Penalty: 3682.977539
	Iteration 35F: 3 clusters Score -194477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Entering Unmasked Estep 
Score: -744085.625000 Penalty: 2125.353760
	Iteration 0F: 2 clusters Score -744085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -739403.687500 Penalty: 4250.707520
	Iteration 0F: 3 clusters Score -739403.7 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -740593.000000 Penalty: 4250.707520
	Iteration 1F: 3 clusters Score -740593 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -740800.312500 Penalty: 4250.707520
	Iteration 2F: 3 clusters Score -740800.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -740915.937500 Penalty: 4250.707520
	Iteration 3Q: 3 clusters Score -740915.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -740997.937500 Penalty: 4250.707520
	Iteration 4Q: 3 clusters Score -740997.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -741056.500000 Penalty: 4250.707520
	Iteration 5Q: 3 clusters Score -741056.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -741110.562500 Penalty: 4250.707520
	Iteration 6Q: 3 clusters Score -741110.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -741158.437500 Penalty: 4250.707520
	Iteration 7Q: 3 clusters Score -741158.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -741193.750000 Penalty: 4250.707520
	Iteration 8Q: 3 clusters Score -741193.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -741223.937500 Penalty: 4250.707520
	Iteration 9Q: 3 clusters Score -741223.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -741251.937500 Penalty: 4250.707520
	Iteration 10Q: 3 clusters Score -741251.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -741275.687500 Penalty: 4250.707520
	Iteration 11Q: 3 clusters Score -741275.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -741297.187500 Penalty: 4250.707520
	Iteration 12Q: 3 clusters Score -741297.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -741320.750000 Penalty: 4250.707520
	Iteration 13Q: 3 clusters Score -741320.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -741337.562500 Penalty: 4250.707520
	Iteration 14Q: 3 clusters Score -741337.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -741348.187500 Penalty: 4250.707520
	Iteration 15Q: 3 clusters Score -741348.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -741358.500000 Penalty: 4250.707520
	Iteration 16Q: 3 clusters Score -741358.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -741370.125000 Penalty: 4250.707520
	Iteration 17Q: 3 clusters Score -741370.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -741380.750000 Penalty: 4250.707520
	Iteration 18Q: 3 clusters Score -741380.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -741388.562500 Penalty: 4250.707520
	Iteration 19Q: 3 clusters Score -741388.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -741399.500000 Penalty: 4250.707520
	Iteration 20F: 3 clusters Score -741399.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -741416.875000 Penalty: 4250.707520
	Iteration 21Q: 3 clusters Score -741416.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -741428.000000 Penalty: 4250.707520
	Iteration 22Q: 3 clusters Score -741428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -741442.250000 Penalty: 4250.707520
	Iteration 23Q: 3 clusters Score -741442.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -741461.187500 Penalty: 4250.707520
	Iteration 24Q: 3 clusters Score -741461.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -741479.437500 Penalty: 4250.707520
	Iteration 25Q: 3 clusters Score -741479.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -741496.687500 Penalty: 4250.707520
	Iteration 26Q: 3 clusters Score -741496.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -741510.000000 Penalty: 4250.707520
	Iteration 27Q: 3 clusters Score -741510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -741520.250000 Penalty: 4250.707520
	Iteration 28Q: 3 clusters Score -741520.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -741529.312500 Penalty: 4250.707520
	Iteration 29Q: 3 clusters Score -741529.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -741537.000000 Penalty: 4250.707520
	Iteration 30Q: 3 clusters Score -741537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -741549.687500 Penalty: 4250.707520
	Iteration 31Q: 3 clusters Score -741549.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -741560.875000 Penalty: 4250.707520
	Iteration 32Q: 3 clusters Score -741560.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -741568.625000 Penalty: 4250.707520
	Iteration 33Q: 3 clusters Score -741568.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -741578.937500 Penalty: 4250.707520
	Iteration 34Q: 3 clusters Score -741578.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -741588.500000 Penalty: 4250.707520
	Iteration 35Q: 3 clusters Score -741588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -741596.000000 Penalty: 4250.707520
	Iteration 36Q: 3 clusters Score -741596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -741602.750000 Penalty: 4250.707520
	Iteration 37Q: 3 clusters Score -741602.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -741614.000000 Penalty: 4250.707520
	Iteration 38Q: 3 clusters Score -741614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -741626.062500 Penalty: 4250.707520
	Iteration 39Q: 3 clusters Score -741626.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -741633.937500 Penalty: 4250.707520
	Iteration 40F: 3 clusters Score -741633.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -741642.625000 Penalty: 4250.707520
	Iteration 41Q: 3 clusters Score -741642.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -741649.687500 Penalty: 4250.707520
	Iteration 42Q: 3 clusters Score -741649.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -741656.000000 Penalty: 4250.707520
	Iteration 43Q: 3 clusters Score -741656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -741662.500000 Penalty: 4250.707520
	Iteration 44Q: 3 clusters Score -741662.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -741667.062500 Penalty: 4250.707520
	Iteration 45Q: 3 clusters Score -741667.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -741672.125000 Penalty: 4250.707520
	Iteration 46Q: 3 clusters Score -741672.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -741674.187500 Penalty: 4250.707520
	Iteration 47Q: 3 clusters Score -741674.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -741681.437500 Penalty: 4250.707520
	Iteration 48Q: 3 clusters Score -741681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -741682.000000 Penalty: 4250.707520
	Iteration 49Q: 3 clusters Score -741682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -741687.125000 Penalty: 4250.707520
	Iteration 50Q: 3 clusters Score -741687.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -741688.000000 Penalty: 4250.707520
	Iteration 51Q: 3 clusters Score -741688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -741689.687500 Penalty: 4250.707520
	Iteration 52Q: 3 clusters Score -741689.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -741691.312500 Penalty: 4250.707520
	Iteration 53Q: 3 clusters Score -741691.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -741692.312500 Penalty: 4250.707520
	Iteration 54Q: 3 clusters Score -741692.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -741695.187500 Penalty: 4250.707520
	Iteration 55Q: 3 clusters Score -741695.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -741700.500000 Penalty: 4250.707520
	Iteration 56Q: 3 clusters Score -741700.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -741707.437500 Penalty: 4250.707520
	Iteration 57Q: 3 clusters Score -741707.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -741711.937500 Penalty: 4250.707520
	Iteration 58Q: 3 clusters Score -741711.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -741713.187500 Penalty: 4250.707520
	Iteration 59Q: 3 clusters Score -741713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -741716.625000 Penalty: 4250.707520
	Iteration 60F: 3 clusters Score -741716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -741719.125000 Penalty: 4250.707520
	Iteration 61Q: 3 clusters Score -741719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -741719.812500 Penalty: 4250.707520
	Iteration 62Q: 3 clusters Score -741719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -741721.375000 Penalty: 4250.707520
	Iteration 63Q: 3 clusters Score -741721.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -741726.750000 Penalty: 4250.707520
	Iteration 64Q: 3 clusters Score -741726.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -741730.375000 Penalty: 4250.707520
	Iteration 65Q: 3 clusters Score -741730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -741732.500000 Penalty: 4250.707520
	Iteration 66Q: 3 clusters Score -741732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -741733.375000 Penalty: 4250.707520
	Iteration 67Q: 3 clusters Score -741733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -741735.312500 Penalty: 4250.707520
	Iteration 68Q: 3 clusters Score -741735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -741739.562500 Penalty: 4250.707520
	Iteration 69Q: 3 clusters Score -741739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -741740.937500 Penalty: 4250.707520
	Iteration 70Q: 3 clusters Score -741740.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -741746.437500 Penalty: 4250.707520
	Iteration 71Q: 3 clusters Score -741746.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -741747.125000 Penalty: 4250.707520
	Iteration 72Q: 3 clusters Score -741747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -741748.812500 Penalty: 4250.707520
	Iteration 73Q: 3 clusters Score -741748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -741751.000000 Penalty: 4250.707520
	Iteration 74Q: 3 clusters Score -741751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -741753.937500 Penalty: 4250.707520
	Iteration 75Q: 3 clusters Score -741753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -741756.500000 Penalty: 4250.707520
	Iteration 76Q: 3 clusters Score -741756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -741760.125000 Penalty: 4250.707520
	Iteration 77Q: 3 clusters Score -741760.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -741763.437500 Penalty: 4250.707520
	Iteration 78Q: 3 clusters Score -741763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -741771.125000 Penalty: 4250.707520
	Iteration 79Q: 3 clusters Score -741771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -741771.375000 Penalty: 4250.707520
	Iteration 80F: 3 clusters Score -741771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -741774.375000 Penalty: 4250.707520
	Iteration 81Q: 3 clusters Score -741774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -741777.750000 Penalty: 4250.707520
	Iteration 82Q: 3 clusters Score -741777.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -741781.750000 Penalty: 4250.707520
	Iteration 83Q: 3 clusters Score -741781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -741786.562500 Penalty: 4250.707520
	Iteration 84Q: 3 clusters Score -741786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -741789.437500 Penalty: 4250.707520
	Iteration 85Q: 3 clusters Score -741789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -741791.250000 Penalty: 4250.707520
	Iteration 86Q: 3 clusters Score -741791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -741793.687500 Penalty: 4250.707520
	Iteration 87Q: 3 clusters Score -741793.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -741796.000000 Penalty: 4250.707520
	Iteration 88Q: 3 clusters Score -741796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -741799.312500 Penalty: 4250.707520
	Iteration 89Q: 3 clusters Score -741799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -741803.937500 Penalty: 4250.707520
	Iteration 90Q: 3 clusters Score -741803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -741809.312500 Penalty: 4250.707520
	Iteration 91Q: 3 clusters Score -741809.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -741811.937500 Penalty: 4250.707520
	Iteration 92Q: 3 clusters Score -741811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -741811.750000 Penalty: 4250.707520
	Iteration 93Q: 3 clusters Score -741811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -741814.812500 Penalty: 4250.707520
	Iteration 94Q: 3 clusters Score -741814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -741816.375000 Penalty: 4250.707520
	Iteration 95Q: 3 clusters Score -741816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -741820.250000 Penalty: 4250.707520
	Iteration 96Q: 3 clusters Score -741820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -741820.312500 Penalty: 4250.707520
	Iteration 97Q: 3 clusters Score -741820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -741821.875000 Penalty: 4250.707520
	Iteration 98Q: 3 clusters Score -741821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -741820.812500 Penalty: 4250.707520
	Iteration 99Q: 3 clusters Score -741820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -741822.250000 Penalty: 4250.707520
	Iteration 100F: 3 clusters Score -741822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -741823.500000 Penalty: 4250.707520
	Iteration 101Q: 3 clusters Score -741823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -741824.312500 Penalty: 4250.707520
	Iteration 102Q: 3 clusters Score -741824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -741826.312500 Penalty: 4250.707520
	Iteration 103Q: 3 clusters Score -741826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -741826.875000 Penalty: 4250.707520
	Iteration 104Q: 3 clusters Score -741826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -741826.500000 Penalty: 4250.707520
	Iteration 105Q: 3 clusters Score -741826.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -741826.500000 Penalty: 4250.707520
	Iteration 106F: 3 clusters Score -741826.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Entering Unmasked Estep 
Score: -5004087.000000 Penalty: 2586.615479
	Iteration 0F: 2 clusters Score -5004087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4981043.500000 Penalty: 5173.230957
	Iteration 0F: 3 clusters Score -4981044 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -4989329.000000 Penalty: 5173.230957
	Iteration 1F: 3 clusters Score -4989329 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4989747.000000 Penalty: 5173.230957
	Iteration 2Q: 3 clusters Score -4989747 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4990131.000000 Penalty: 5173.230957
	Iteration 3Q: 3 clusters Score -4990131 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4990497.500000 Penalty: 5173.230957
	Iteration 4Q: 3 clusters Score -4990498 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4990895.500000 Penalty: 5173.230957
	Iteration 5Q: 3 clusters Score -4990896 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4991352.000000 Penalty: 5173.230957
	Iteration 6Q: 3 clusters Score -4991352 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4992046.500000 Penalty: 5173.230957
	Iteration 7Q: 3 clusters Score -4992046 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4993017.000000 Penalty: 5173.230957
	Iteration 8F: 3 clusters Score -4993017 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -4994426.000000 Penalty: 5173.230957
	Iteration 9F: 3 clusters Score -4994426 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4996091.000000 Penalty: 5173.230957
	Iteration 10F: 3 clusters Score -4996091 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4997767.000000 Penalty: 5173.230957
	Iteration 11F: 3 clusters Score -4997767 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4999170.000000 Penalty: 5173.230957
	Iteration 12Q: 3 clusters Score -4999170 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -5000342.500000 Penalty: 5173.230957
	Iteration 13Q: 3 clusters Score -5000342 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5001075.500000 Penalty: 5173.230957
	Iteration 14Q: 3 clusters Score -5001076 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5001427.000000 Penalty: 5173.230957
	Iteration 15Q: 3 clusters Score -5001427 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -5001608.000000 Penalty: 5173.230957
	Iteration 16Q: 3 clusters Score -5001608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -5001701.000000 Penalty: 5173.230957
	Iteration 17Q: 3 clusters Score -5001701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5001764.500000 Penalty: 5173.230957
	Iteration 18Q: 3 clusters Score -5001764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -5001788.500000 Penalty: 5173.230957
	Iteration 19Q: 3 clusters Score -5001788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -5001796.500000 Penalty: 5173.230957
	Iteration 20F: 3 clusters Score -5001796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -5001805.500000 Penalty: 5173.230957
	Iteration 21Q: 3 clusters Score -5001806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5001813.000000 Penalty: 5173.230957
	Iteration 22Q: 3 clusters Score -5001813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -5001819.500000 Penalty: 5173.230957
	Iteration 23Q: 3 clusters Score -5001820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5001819.000000 Penalty: 5173.230957
	Iteration 24Q: 3 clusters Score -5001819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -5001817.000000 Penalty: 5173.230957
	Iteration 25Q: 3 clusters Score -5001817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5001817.500000 Penalty: 5173.230957
	Iteration 26Q: 3 clusters Score -5001818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -5001817.000000 Penalty: 5173.230957
	Iteration 27Q: 3 clusters Score -5001817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5001827.500000 Penalty: 5173.230957
	Iteration 28Q: 3 clusters Score -5001828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -5001833.000000 Penalty: 5173.230957
	Iteration 29Q: 3 clusters Score -5001833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5001833.500000 Penalty: 5173.230957
	Iteration 30Q: 3 clusters Score -5001834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5001833.500000 Penalty: 5173.230957
	Iteration 31F: 3 clusters Score -5001834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -1043556.500000 Penalty: 2200.932617
	Iteration 0F: 2 clusters Score -1043556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1037730.000000 Penalty: 4401.865234
	Iteration 0F: 3 clusters Score -1037730 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1039327.687500 Penalty: 4401.865234
	Iteration 1F: 3 clusters Score -1039328 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1039678.250000 Penalty: 4401.865234
	Iteration 2F: 3 clusters Score -1039678 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1040032.625000 Penalty: 4401.865234
	Iteration 3F: 3 clusters Score -1040033 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1040392.562500 Penalty: 4401.865234
	Iteration 4F: 3 clusters Score -1040393 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1040688.437500 Penalty: 4401.865234
	Iteration 5F: 3 clusters Score -1040688 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1040913.125000 Penalty: 4401.865234
	Iteration 6Q: 3 clusters Score -1040913 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1041085.250000 Penalty: 4401.865234
	Iteration 7Q: 3 clusters Score -1041085 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1041208.625000 Penalty: 4401.865234
	Iteration 8Q: 3 clusters Score -1041209 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1041296.875000 Penalty: 4401.865234
	Iteration 9Q: 3 clusters Score -1041297 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1041354.562500 Penalty: 4401.865234
	Iteration 10Q: 3 clusters Score -1041355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1041407.687500 Penalty: 4401.865234
	Iteration 11Q: 3 clusters Score -1041408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1041441.562500 Penalty: 4401.865234
	Iteration 12Q: 3 clusters Score -1041442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1041477.062500 Penalty: 4401.865234
	Iteration 13Q: 3 clusters Score -1041477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1041513.000000 Penalty: 4401.865234
	Iteration 14Q: 3 clusters Score -1041513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1041546.812500 Penalty: 4401.865234
	Iteration 15Q: 3 clusters Score -1041547 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1041574.500000 Penalty: 4401.865234
	Iteration 16Q: 3 clusters Score -1041574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1041595.250000 Penalty: 4401.865234
	Iteration 17Q: 3 clusters Score -1041595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1041611.062500 Penalty: 4401.865234
	Iteration 18Q: 3 clusters Score -1041611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1041626.437500 Penalty: 4401.865234
	Iteration 19Q: 3 clusters Score -1041626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1041639.437500 Penalty: 4401.865234
	Iteration 20F: 3 clusters Score -1041639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1041655.500000 Penalty: 4401.865234
	Iteration 21Q: 3 clusters Score -1041656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1041668.750000 Penalty: 4401.865234
	Iteration 22Q: 3 clusters Score -1041669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1041678.937500 Penalty: 4401.865234
	Iteration 23Q: 3 clusters Score -1041679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1041687.875000 Penalty: 4401.865234
	Iteration 24Q: 3 clusters Score -1041688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1041697.437500 Penalty: 4401.865234
	Iteration 25Q: 3 clusters Score -1041697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1041705.937500 Penalty: 4401.865234
	Iteration 26Q: 3 clusters Score -1041706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1041710.875000 Penalty: 4401.865234
	Iteration 27Q: 3 clusters Score -1041711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1041712.937500 Penalty: 4401.865234
	Iteration 28Q: 3 clusters Score -1041713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1041723.125000 Penalty: 4401.865234
	Iteration 29Q: 3 clusters Score -1041723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1041728.437500 Penalty: 4401.865234
	Iteration 30Q: 3 clusters Score -1041728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1041735.937500 Penalty: 4401.865234
	Iteration 31Q: 3 clusters Score -1041736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1041739.625000 Penalty: 4401.865234
	Iteration 32Q: 3 clusters Score -1041740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1041744.437500 Penalty: 4401.865234
	Iteration 33Q: 3 clusters Score -1041744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1041744.750000 Penalty: 4401.865234
	Iteration 34Q: 3 clusters Score -1041745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1041750.562500 Penalty: 4401.865234
	Iteration 35Q: 3 clusters Score -1041751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1041755.000000 Penalty: 4401.865234
	Iteration 36Q: 3 clusters Score -1041755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1041757.625000 Penalty: 4401.865234
	Iteration 37Q: 3 clusters Score -1041758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1041760.875000 Penalty: 4401.865234
	Iteration 38Q: 3 clusters Score -1041761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1041767.500000 Penalty: 4401.865234
	Iteration 39Q: 3 clusters Score -1041768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1041774.500000 Penalty: 4401.865234
	Iteration 40F: 3 clusters Score -1041774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1041783.375000 Penalty: 4401.865234
	Iteration 41Q: 3 clusters Score -1041783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1041795.062500 Penalty: 4401.865234
	Iteration 42Q: 3 clusters Score -1041795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1041798.500000 Penalty: 4401.865234
	Iteration 43Q: 3 clusters Score -1041798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1041806.937500 Penalty: 4401.865234
	Iteration 44Q: 3 clusters Score -1041807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1041811.062500 Penalty: 4401.865234
	Iteration 45Q: 3 clusters Score -1041811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1041816.875000 Penalty: 4401.865234
	Iteration 46Q: 3 clusters Score -1041817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1041819.000000 Penalty: 4401.865234
	Iteration 47Q: 3 clusters Score -1041819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1041821.375000 Penalty: 4401.865234
	Iteration 48Q: 3 clusters Score -1041821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1041824.000000 Penalty: 4401.865234
	Iteration 49Q: 3 clusters Score -1041824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1041826.937500 Penalty: 4401.865234
	Iteration 50Q: 3 clusters Score -1041827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1041826.687500 Penalty: 4401.865234
	Iteration 51Q: 3 clusters Score -1041827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1041829.687500 Penalty: 4401.865234
	Iteration 52Q: 3 clusters Score -1041830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1041831.750000 Penalty: 4401.865234
	Iteration 53Q: 3 clusters Score -1041832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1041837.812500 Penalty: 4401.865234
	Iteration 54Q: 3 clusters Score -1041838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1041843.312500 Penalty: 4401.865234
	Iteration 55Q: 3 clusters Score -1041843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1041848.812500 Penalty: 4401.865234
	Iteration 56Q: 3 clusters Score -1041849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1041853.812500 Penalty: 4401.865234
	Iteration 57Q: 3 clusters Score -1041854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1041860.875000 Penalty: 4401.865234
	Iteration 58Q: 3 clusters Score -1041861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1041865.250000 Penalty: 4401.865234
	Iteration 59Q: 3 clusters Score -1041865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1041868.875000 Penalty: 4401.865234
	Iteration 60F: 3 clusters Score -1041869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1041874.250000 Penalty: 4401.865234
	Iteration 61Q: 3 clusters Score -1041874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1041879.187500 Penalty: 4401.865234
	Iteration 62Q: 3 clusters Score -1041879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1041881.187500 Penalty: 4401.865234
	Iteration 63Q: 3 clusters Score -1041881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1041884.375000 Penalty: 4401.865234
	Iteration 64Q: 3 clusters Score -1041884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1041885.500000 Penalty: 4401.865234
	Iteration 65Q: 3 clusters Score -1041886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1041886.562500 Penalty: 4401.865234
	Iteration 66Q: 3 clusters Score -1041887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1041890.437500 Penalty: 4401.865234
	Iteration 67Q: 3 clusters Score -1041890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1041894.625000 Penalty: 4401.865234
	Iteration 68Q: 3 clusters Score -1041895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1041897.375000 Penalty: 4401.865234
	Iteration 69Q: 3 clusters Score -1041897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1041898.562500 Penalty: 4401.865234
	Iteration 70Q: 3 clusters Score -1041899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1041899.562500 Penalty: 4401.865234
	Iteration 71Q: 3 clusters Score -1041900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1041900.250000 Penalty: 4401.865234
	Iteration 72Q: 3 clusters Score -1041900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1041904.250000 Penalty: 4401.865234
	Iteration 73Q: 3 clusters Score -1041904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1041904.312500 Penalty: 4401.865234
	Iteration 74Q: 3 clusters Score -1041904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1041906.000000 Penalty: 4401.865234
	Iteration 75Q: 3 clusters Score -1041906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1041909.687500 Penalty: 4401.865234
	Iteration 76Q: 3 clusters Score -1041910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1041910.687500 Penalty: 4401.865234
	Iteration 77Q: 3 clusters Score -1041911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1041913.437500 Penalty: 4401.865234
	Iteration 78Q: 3 clusters Score -1041913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1041913.500000 Penalty: 4401.865234
	Iteration 79Q: 3 clusters Score -1041914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1041915.625000 Penalty: 4401.865234
	Iteration 80F: 3 clusters Score -1041916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1041915.750000 Penalty: 4401.865234
	Iteration 81Q: 3 clusters Score -1041916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1041917.250000 Penalty: 4401.865234
	Iteration 82Q: 3 clusters Score -1041917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1041919.187500 Penalty: 4401.865234
	Iteration 83Q: 3 clusters Score -1041919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1041919.562500 Penalty: 4401.865234
	Iteration 84Q: 3 clusters Score -1041920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1041920.250000 Penalty: 4401.865234
	Iteration 85Q: 3 clusters Score -1041920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1041922.250000 Penalty: 4401.865234
	Iteration 86Q: 3 clusters Score -1041922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1041922.812500 Penalty: 4401.865234
	Iteration 87Q: 3 clusters Score -1041923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1041924.000000 Penalty: 4401.865234
	Iteration 88Q: 3 clusters Score -1041924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1041923.562500 Penalty: 4401.865234
	Iteration 89Q: 3 clusters Score -1041924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1041923.250000 Penalty: 4401.865234
	Iteration 90Q: 3 clusters Score -1041923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1041923.812500 Penalty: 4401.865234
	Iteration 91Q: 3 clusters Score -1041924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1041923.812500 Penalty: 4401.865234
	Iteration 92F: 3 clusters Score -1041924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -17404.583984 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -17404.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16477.578125 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -16477.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16537.105469 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -16537.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16565.494141 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -16565.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16575.126953 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -16575.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16584.892578 Penalty: 2511.047119
	Iteration 4Q: 3 clusters Score -16584.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16600.308594 Penalty: 2511.047119
	Iteration 5Q: 3 clusters Score -16600.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16600.308594 Penalty: 2511.047119
	Iteration 6F: 3 clusters Score -16600.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -43215.140625 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -43215.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41968.492188 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -41968.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42129.855469 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42129.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42185.535156 Penalty: 2896.958252
	Iteration 2Q: 3 clusters Score -42185.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -42235.109375 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -42235.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -42261.988281 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -42261.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42276.277344 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -42276.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -42286.804688 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -42286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -42307.175781 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -42307.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42316.402344 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -42316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42321.898438 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -42321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42330.585938 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -42330.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42335.910156 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -42335.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42335.910156 Penalty: 2896.958252
	Iteration 12F: 3 clusters Score -42335.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (137423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137423 members 
Entering Unmasked Estep 
Score: -20522190.000000 Penalty: 2934.043213
	Iteration 0F: 2 clusters Score -2.052219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -20432006.000000 Penalty: 5868.086426
	Iteration 0F: 3 clusters Score -2.043201e+07 nChanged 65394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -20470366.000000 Penalty: 5868.086426
	Iteration 1F: 3 clusters Score -2.047037e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -20471526.000000 Penalty: 5868.086426
	Iteration 2Q: 3 clusters Score -2.047153e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -20473108.000000 Penalty: 5868.086426
	Iteration 3Q: 3 clusters Score -2.047311e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -20475250.000000 Penalty: 5868.086426
	Iteration 4Q: 3 clusters Score -2.047525e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -20478576.000000 Penalty: 5868.086426
	Iteration 5Q: 3 clusters Score -2.047858e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -20483142.000000 Penalty: 5868.086426
	Iteration 6F: 3 clusters Score -2.048314e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -20488680.000000 Penalty: 5868.086426
	Iteration 7F: 3 clusters Score -2.048868e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96345 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -20495186.000000 Penalty: 5868.086426
	Iteration 8F: 3 clusters Score -2.049519e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -20501178.000000 Penalty: 5868.086426
	Iteration 9F: 3 clusters Score -2.050118e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -20505732.000000 Penalty: 5868.086426
	Iteration 10Q: 3 clusters Score -2.050573e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -20508376.000000 Penalty: 5868.086426
	Iteration 11Q: 3 clusters Score -2.050838e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -20510114.000000 Penalty: 5868.086426
	Iteration 12Q: 3 clusters Score -2.051011e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -20511572.000000 Penalty: 5868.086426
	Iteration 13Q: 3 clusters Score -2.051157e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117375 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -20512790.000000 Penalty: 5868.086426
	Iteration 14Q: 3 clusters Score -2.051279e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -20513884.000000 Penalty: 5868.086426
	Iteration 15Q: 3 clusters Score -2.051388e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -20514880.000000 Penalty: 5868.086426
	Iteration 16Q: 3 clusters Score -2.051488e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123841 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -20515854.000000 Penalty: 5868.086426
	Iteration 17Q: 3 clusters Score -2.051585e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -20516674.000000 Penalty: 5868.086426
	Iteration 18Q: 3 clusters Score -2.051667e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127065 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -20517224.000000 Penalty: 5868.086426
	Iteration 19Q: 3 clusters Score -2.051722e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128330 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -20517886.000000 Penalty: 5868.086426
	Iteration 20F: 3 clusters Score -2.051789e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129368 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -20518296.000000 Penalty: 5868.086426
	Iteration 21Q: 3 clusters Score -2.05183e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -20518588.000000 Penalty: 5868.086426
	Iteration 22Q: 3 clusters Score -2.051859e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -20518800.000000 Penalty: 5868.086426
	Iteration 23Q: 3 clusters Score -2.05188e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131485 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -20518970.000000 Penalty: 5868.086426
	Iteration 24Q: 3 clusters Score -2.051897e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -20519116.000000 Penalty: 5868.086426
	Iteration 25Q: 3 clusters Score -2.051912e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132326 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -20519312.000000 Penalty: 5868.086426
	Iteration 26Q: 3 clusters Score -2.051931e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -20519378.000000 Penalty: 5868.086426
	Iteration 27Q: 3 clusters Score -2.051938e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132897 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -20519464.000000 Penalty: 5868.086426
	Iteration 28Q: 3 clusters Score -2.051946e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133103 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -20519502.000000 Penalty: 5868.086426
	Iteration 29Q: 3 clusters Score -2.05195e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133295 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -20519554.000000 Penalty: 5868.086426
	Iteration 30Q: 3 clusters Score -2.051955e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133502 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -20519596.000000 Penalty: 5868.086426
	Iteration 31Q: 3 clusters Score -2.05196e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -20519620.000000 Penalty: 5868.086426
	Iteration 32Q: 3 clusters Score -2.051962e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -20519630.000000 Penalty: 5868.086426
	Iteration 33Q: 3 clusters Score -2.051963e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -20519696.000000 Penalty: 5868.086426
	Iteration 34Q: 3 clusters Score -2.05197e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -20519724.000000 Penalty: 5868.086426
	Iteration 35Q: 3 clusters Score -2.051972e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134167 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -20519742.000000 Penalty: 5868.086426
	Iteration 36Q: 3 clusters Score -2.051974e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -20519772.000000 Penalty: 5868.086426
	Iteration 37Q: 3 clusters Score -2.051977e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20519794.000000 Penalty: 5868.086426
	Iteration 38Q: 3 clusters Score -2.051979e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134393 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -20519820.000000 Penalty: 5868.086426
	Iteration 39Q: 3 clusters Score -2.051982e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20519836.000000 Penalty: 5868.086426
	Iteration 40F: 3 clusters Score -2.051984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -20519856.000000 Penalty: 5868.086426
	Iteration 41Q: 3 clusters Score -2.051986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -20519848.000000 Penalty: 5868.086426
	Iteration 42Q: 3 clusters Score -2.051985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134577 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -20519888.000000 Penalty: 5868.086426
	Iteration 43Q: 3 clusters Score -2.051989e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134609 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -20519922.000000 Penalty: 5868.086426
	Iteration 44Q: 3 clusters Score -2.051992e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -20519942.000000 Penalty: 5868.086426
	Iteration 45Q: 3 clusters Score -2.051994e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134684 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -20519948.000000 Penalty: 5868.086426
	Iteration 46Q: 3 clusters Score -2.051995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134703 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -20519956.000000 Penalty: 5868.086426
	Iteration 47Q: 3 clusters Score -2.051996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134722 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -20519946.000000 Penalty: 5868.086426
	Iteration 48Q: 3 clusters Score -2.051995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134740 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -20519942.000000 Penalty: 5868.086426
	Iteration 49Q: 3 clusters Score -2.051994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134760 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -20519942.000000 Penalty: 5868.086426
	Iteration 50Q: 3 clusters Score -2.051994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134773 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -20519924.000000 Penalty: 5868.086426
	Iteration 51Q: 3 clusters Score -2.051992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134787 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -20519942.000000 Penalty: 5868.086426
	Iteration 52Q: 3 clusters Score -2.051994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -20519922.000000 Penalty: 5868.086426
	Iteration 53Q: 3 clusters Score -2.051992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134805 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -20519934.000000 Penalty: 5868.086426
	Iteration 54Q: 3 clusters Score -2.051993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20519938.000000 Penalty: 5868.086426
	Iteration 55Q: 3 clusters Score -2.051994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134830 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20519942.000000 Penalty: 5868.086426
	Iteration 56Q: 3 clusters Score -2.051994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20519956.000000 Penalty: 5868.086426
	Iteration 57Q: 3 clusters Score -2.051996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20519958.000000 Penalty: 5868.086426
	Iteration 58Q: 3 clusters Score -2.051996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134855 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -20519966.000000 Penalty: 5868.086426
	Iteration 59Q: 3 clusters Score -2.051997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20519964.000000 Penalty: 5868.086426
	Iteration 60F: 3 clusters Score -2.051996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -20519954.000000 Penalty: 5868.086426
	Iteration 61Q: 3 clusters Score -2.051995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20519956.000000 Penalty: 5868.086426
	Iteration 62Q: 3 clusters Score -2.051996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20519958.000000 Penalty: 5868.086426
	Iteration 63Q: 3 clusters Score -2.051996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20519958.000000 Penalty: 5868.086426
	Iteration 64F: 3 clusters Score -2.051996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -342612.156250 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -342612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -339716.968750 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -339717 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -340240.562500 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -340240.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -340395.468750 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -340395.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -340489.875000 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -340489.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -340553.718750 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -340553.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -340591.531250 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -340591.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -340620.750000 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -340620.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -340637.531250 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -340637.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -340648.687500 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -340648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -340657.156250 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -340657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -340661.218750 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -340661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -340664.531250 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -340664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -340666.531250 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -340666.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -340668.656250 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -340668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -340670.906250 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -340670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -340672.312500 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -340672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -340673.187500 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -340673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -340673.187500 Penalty: 3855.285400
	Iteration 17F: 3 clusters Score -340673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -47373.406250 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -47373.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46065.207031 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -46065.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46207.652344 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -46207.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46248.378906 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -46248.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46267.136719 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -46267.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46276.003906 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -46276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46276.003906 Penalty: 2906.950195
	Iteration 5F: 3 clusters Score -46276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Entering Unmasked Estep 
Score: -1803366.000000 Penalty: 2334.676025
	Iteration 0F: 2 clusters Score -1803366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1794192.125000 Penalty: 4669.352051
	Iteration 0F: 3 clusters Score -1794192 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1796956.500000 Penalty: 4669.352051
	Iteration 1F: 3 clusters Score -1796956 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1797309.875000 Penalty: 4669.352051
	Iteration 2F: 3 clusters Score -1797310 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1797586.250000 Penalty: 4669.352051
	Iteration 3F: 3 clusters Score -1797586 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1797818.500000 Penalty: 4669.352051
	Iteration 4Q: 3 clusters Score -1797818 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1798009.375000 Penalty: 4669.352051
	Iteration 5Q: 3 clusters Score -1798009 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1798192.250000 Penalty: 4669.352051
	Iteration 6Q: 3 clusters Score -1798192 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1798364.625000 Penalty: 4669.352051
	Iteration 7Q: 3 clusters Score -1798365 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1798516.625000 Penalty: 4669.352051
	Iteration 8Q: 3 clusters Score -1798517 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1798669.625000 Penalty: 4669.352051
	Iteration 9Q: 3 clusters Score -1798670 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1798806.375000 Penalty: 4669.352051
	Iteration 10Q: 3 clusters Score -1798806 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1798962.125000 Penalty: 4669.352051
	Iteration 11Q: 3 clusters Score -1798962 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1799119.125000 Penalty: 4669.352051
	Iteration 12Q: 3 clusters Score -1799119 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1799307.375000 Penalty: 4669.352051
	Iteration 13Q: 3 clusters Score -1799307 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1799513.500000 Penalty: 4669.352051
	Iteration 14Q: 3 clusters Score -1799514 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1799737.500000 Penalty: 4669.352051
	Iteration 15Q: 3 clusters Score -1799738 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1799945.000000 Penalty: 4669.352051
	Iteration 16Q: 3 clusters Score -1799945 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1800143.375000 Penalty: 4669.352051
	Iteration 17Q: 3 clusters Score -1800143 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1800315.500000 Penalty: 4669.352051
	Iteration 18Q: 3 clusters Score -1800316 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1800458.125000 Penalty: 4669.352051
	Iteration 19Q: 3 clusters Score -1800458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1800562.000000 Penalty: 4669.352051
	Iteration 20F: 3 clusters Score -1800562 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1800648.250000 Penalty: 4669.352051
	Iteration 21Q: 3 clusters Score -1800648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1800705.875000 Penalty: 4669.352051
	Iteration 22Q: 3 clusters Score -1800706 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1800770.125000 Penalty: 4669.352051
	Iteration 23Q: 3 clusters Score -1800770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1800831.625000 Penalty: 4669.352051
	Iteration 24Q: 3 clusters Score -1800832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1800888.500000 Penalty: 4669.352051
	Iteration 25Q: 3 clusters Score -1800888 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1800955.000000 Penalty: 4669.352051
	Iteration 26Q: 3 clusters Score -1800955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1801006.875000 Penalty: 4669.352051
	Iteration 27Q: 3 clusters Score -1801007 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1801047.625000 Penalty: 4669.352051
	Iteration 28Q: 3 clusters Score -1801048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1801074.625000 Penalty: 4669.352051
	Iteration 29Q: 3 clusters Score -1801075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1801095.125000 Penalty: 4669.352051
	Iteration 30Q: 3 clusters Score -1801095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1801121.250000 Penalty: 4669.352051
	Iteration 31Q: 3 clusters Score -1801121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1801144.250000 Penalty: 4669.352051
	Iteration 32Q: 3 clusters Score -1801144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1801170.000000 Penalty: 4669.352051
	Iteration 33Q: 3 clusters Score -1801170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1801187.375000 Penalty: 4669.352051
	Iteration 34Q: 3 clusters Score -1801187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1801204.125000 Penalty: 4669.352051
	Iteration 35Q: 3 clusters Score -1801204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1801211.250000 Penalty: 4669.352051
	Iteration 36Q: 3 clusters Score -1801211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1801227.875000 Penalty: 4669.352051
	Iteration 37Q: 3 clusters Score -1801228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1801240.000000 Penalty: 4669.352051
	Iteration 38Q: 3 clusters Score -1801240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1801252.250000 Penalty: 4669.352051
	Iteration 39Q: 3 clusters Score -1801252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1801269.250000 Penalty: 4669.352051
	Iteration 40F: 3 clusters Score -1801269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1801282.500000 Penalty: 4669.352051
	Iteration 41Q: 3 clusters Score -1801282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1801294.375000 Penalty: 4669.352051
	Iteration 42Q: 3 clusters Score -1801294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1801303.875000 Penalty: 4669.352051
	Iteration 43Q: 3 clusters Score -1801304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1801317.875000 Penalty: 4669.352051
	Iteration 44Q: 3 clusters Score -1801318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1801325.750000 Penalty: 4669.352051
	Iteration 45Q: 3 clusters Score -1801326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1801331.250000 Penalty: 4669.352051
	Iteration 46Q: 3 clusters Score -1801331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1801331.500000 Penalty: 4669.352051
	Iteration 47Q: 3 clusters Score -1801332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1801338.625000 Penalty: 4669.352051
	Iteration 48Q: 3 clusters Score -1801339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1801346.250000 Penalty: 4669.352051
	Iteration 49Q: 3 clusters Score -1801346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1801355.125000 Penalty: 4669.352051
	Iteration 50Q: 3 clusters Score -1801355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1801356.750000 Penalty: 4669.352051
	Iteration 51Q: 3 clusters Score -1801357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1801367.125000 Penalty: 4669.352051
	Iteration 52Q: 3 clusters Score -1801367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1801367.000000 Penalty: 4669.352051
	Iteration 53Q: 3 clusters Score -1801367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1801367.625000 Penalty: 4669.352051
	Iteration 54Q: 3 clusters Score -1801368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1801377.375000 Penalty: 4669.352051
	Iteration 55Q: 3 clusters Score -1801377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1801383.000000 Penalty: 4669.352051
	Iteration 56Q: 3 clusters Score -1801383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1801390.375000 Penalty: 4669.352051
	Iteration 57Q: 3 clusters Score -1801390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1801396.750000 Penalty: 4669.352051
	Iteration 58Q: 3 clusters Score -1801397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1801405.750000 Penalty: 4669.352051
	Iteration 59Q: 3 clusters Score -1801406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1801416.125000 Penalty: 4669.352051
	Iteration 60F: 3 clusters Score -1801416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1801412.625000 Penalty: 4669.352051
	Iteration 61Q: 3 clusters Score -1801413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1801419.625000 Penalty: 4669.352051
	Iteration 62Q: 3 clusters Score -1801420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1801433.375000 Penalty: 4669.352051
	Iteration 63Q: 3 clusters Score -1801433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1801435.500000 Penalty: 4669.352051
	Iteration 64Q: 3 clusters Score -1801436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1801446.750000 Penalty: 4669.352051
	Iteration 65Q: 3 clusters Score -1801447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1801451.875000 Penalty: 4669.352051
	Iteration 66Q: 3 clusters Score -1801452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1801458.500000 Penalty: 4669.352051
	Iteration 67Q: 3 clusters Score -1801458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1801472.500000 Penalty: 4669.352051
	Iteration 68Q: 3 clusters Score -1801472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1801480.000000 Penalty: 4669.352051
	Iteration 69Q: 3 clusters Score -1801480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1801487.500000 Penalty: 4669.352051
	Iteration 70Q: 3 clusters Score -1801488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1801497.125000 Penalty: 4669.352051
	Iteration 71Q: 3 clusters Score -1801497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1801506.125000 Penalty: 4669.352051
	Iteration 72Q: 3 clusters Score -1801506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1801512.625000 Penalty: 4669.352051
	Iteration 73Q: 3 clusters Score -1801513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1801535.750000 Penalty: 4669.352051
	Iteration 74Q: 3 clusters Score -1801536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1801548.000000 Penalty: 4669.352051
	Iteration 75Q: 3 clusters Score -1801548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1801557.625000 Penalty: 4669.352051
	Iteration 76Q: 3 clusters Score -1801558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1801565.375000 Penalty: 4669.352051
	Iteration 77Q: 3 clusters Score -1801565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1801571.875000 Penalty: 4669.352051
	Iteration 78Q: 3 clusters Score -1801572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1801581.000000 Penalty: 4669.352051
	Iteration 79Q: 3 clusters Score -1801581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1801586.000000 Penalty: 4669.352051
	Iteration 80F: 3 clusters Score -1801586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1801597.500000 Penalty: 4669.352051
	Iteration 81Q: 3 clusters Score -1801598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1801607.625000 Penalty: 4669.352051
	Iteration 82Q: 3 clusters Score -1801608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1801608.750000 Penalty: 4669.352051
	Iteration 83Q: 3 clusters Score -1801609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1801609.500000 Penalty: 4669.352051
	Iteration 84Q: 3 clusters Score -1801610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1801609.500000 Penalty: 4669.352051
	Iteration 85Q: 3 clusters Score -1801610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1801607.625000 Penalty: 4669.352051
	Iteration 86Q: 3 clusters Score -1801608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1801613.125000 Penalty: 4669.352051
	Iteration 87Q: 3 clusters Score -1801613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1801615.500000 Penalty: 4669.352051
	Iteration 88Q: 3 clusters Score -1801616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1801615.000000 Penalty: 4669.352051
	Iteration 89Q: 3 clusters Score -1801615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1801613.500000 Penalty: 4669.352051
	Iteration 90Q: 3 clusters Score -1801614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1801615.000000 Penalty: 4669.352051
	Iteration 91Q: 3 clusters Score -1801615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1801614.750000 Penalty: 4669.352051
	Iteration 92Q: 3 clusters Score -1801615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1801614.125000 Penalty: 4669.352051
	Iteration 93Q: 3 clusters Score -1801614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1801613.250000 Penalty: 4669.352051
	Iteration 94Q: 3 clusters Score -1801613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1801613.250000 Penalty: 4669.352051
	Iteration 95F: 3 clusters Score -1801613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -61662.707031 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -61662.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60279.191406 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -60279.19 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60552.160156 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -60552.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60661.464844 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -60661.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60758.878906 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -60758.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60811.539062 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -60811.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60842.011719 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -60842.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60872.382812 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -60872.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60910.250000 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -60910.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60915.742188 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -60915.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60920.535156 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -60920.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60920.535156 Penalty: 3074.445312
	Iteration 10F: 3 clusters Score -60920.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -19043.867188 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -19043.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18129.912109 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -18129.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18181.189453 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -18181.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18194.503906 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -18194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18194.503906 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -18194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -104317.015625 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -104317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102652.023438 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -102652 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103070.382812 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -103070.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103288.523438 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -103288.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103462.734375 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -103462.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103635.632812 Penalty: 3325.389648
	Iteration 4F: 3 clusters Score -103635.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103837.476562 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -103837.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103979.960938 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -103980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104070.617188 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -104070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104203.296875 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -104203.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104272.312500 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -104272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104308.523438 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -104308.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -104360.773438 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -104360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104516.015625 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -104516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104636.617188 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -104636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104746.945312 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -104746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104880.218750 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -104880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104933.671875 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -104933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104936.015625 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -104936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104936.507812 Penalty: 3325.389648
	Iteration 18F: 3 clusters Score -104936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104937.703125 Penalty: 3325.389648
	Iteration 19Q: 3 clusters Score -104937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104937.703125 Penalty: 3325.389648
	Iteration 20F: 3 clusters Score -104937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63433 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7889 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18632 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193918 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137423 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12259 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 383 members 
Mstep: Class 39 contains 433 members 
Entering Unmasked Estep 
Score: -95484048.000000 Penalty: 129624.796875
Splitting cluster 38 changes total score from -95485128.000000 to -95484048.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63433 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7889 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18632 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193918 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137423 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12259 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 159Q: 39 clusters Score -9.548517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63432 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18631 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193924 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137422 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485136.000000 Penalty: 126301.078125
Iteration 160F: 39 clusters Score -9.548514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63432 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18630 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193927 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137422 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485144.000000 Penalty: 126301.078125
Iteration 161Q: 39 clusters Score -9.548514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63432 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18628 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193930 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137422 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485120.000000 Penalty: 126301.078125
Iteration 162Q: 39 clusters Score -9.548512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63431 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7880 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18629 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193930 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137423 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485152.000000 Penalty: 126301.078125
Iteration 163Q: 39 clusters Score -9.548515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 63430 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18628 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193936 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137417 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 164Q: 39 clusters Score -9.548518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 63430 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193940 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137412 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 165Q: 39 clusters Score -9.548518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 63430 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 9096 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 18628 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193944 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33858 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137407 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485136.000000 Penalty: 126301.078125
Iteration 166Q: 39 clusters Score -9.548514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 63429 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5252 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10651 members 
Mstep: Class 20 contains 18628 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193948 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33858 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137404 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12260 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485152.000000 Penalty: 126301.078125
Iteration 167Q: 39 clusters Score -9.548515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12761 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5250 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10650 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193954 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137399 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12259 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 168Q: 39 clusters Score -9.548518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37274 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18408 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12761 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10648 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193963 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137392 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485192.000000 Penalty: 126301.078125
Iteration 169Q: 39 clusters Score -9.548519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37272 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10649 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193975 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137381 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 170Q: 39 clusters Score -9.548518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37273 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10648 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193984 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137374 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 171Q: 39 clusters Score -9.548518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37276 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193992 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137366 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 172Q: 39 clusters Score -9.548518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37276 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193996 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137362 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485152.000000 Penalty: 126301.078125
Iteration 173Q: 39 clusters Score -9.548515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 193999 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137358 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485192.000000 Penalty: 126301.078125
Iteration 174Q: 39 clusters Score -9.548519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37276 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10645 members 
Mstep: Class 20 contains 18626 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194001 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137358 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485160.000000 Penalty: 126301.078125
Iteration 175Q: 39 clusters Score -9.548516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37277 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18626 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194003 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137355 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 176Q: 39 clusters Score -9.548518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18624 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194005 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137355 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485160.000000 Penalty: 126301.078125
Iteration 177Q: 39 clusters Score -9.548516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18624 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194007 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33860 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137353 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 178Q: 39 clusters Score -9.548518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18623 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194012 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33859 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137350 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 179Q: 39 clusters Score -9.548517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18622 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194014 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33858 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137350 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 180F: 39 clusters Score -9.548518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18621 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194015 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33858 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137350 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485208.000000 Penalty: 126301.078125
Iteration 181Q: 39 clusters Score -9.548521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18618 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194019 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33858 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137349 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 182Q: 39 clusters Score -9.548517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18617 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194020 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33858 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137349 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 183Q: 39 clusters Score -9.548518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194022 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33858 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137348 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 184Q: 39 clusters Score -9.548518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194025 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33857 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137346 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 185Q: 39 clusters Score -9.548518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194029 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33855 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137344 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 186Q: 39 clusters Score -9.548518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5248 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194030 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33854 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137345 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485200.000000 Penalty: 126301.078125
Iteration 187Q: 39 clusters Score -9.54852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194033 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33853 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137345 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 188Q: 39 clusters Score -9.548518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18615 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194038 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33852 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137342 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485160.000000 Penalty: 126301.078125
Iteration 189Q: 39 clusters Score -9.548516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18613 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194042 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33851 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137339 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 190Q: 39 clusters Score -9.548517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18609 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194047 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137339 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485144.000000 Penalty: 126301.078125
Iteration 191Q: 39 clusters Score -9.548514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18606 members 
Mstep: Class 21 contains 13852 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194048 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137340 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485112.000000 Penalty: 126301.078125
Iteration 192Q: 39 clusters Score -9.548511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18605 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194049 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137341 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485112.000000 Penalty: 126301.078125
Iteration 193Q: 39 clusters Score -9.548511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7880 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18602 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194049 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137346 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485104.000000 Penalty: 126301.078125
Iteration 194Q: 39 clusters Score -9.54851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 7879 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18600 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194050 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137349 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485032.000000 Penalty: 126301.078125
Iteration 195Q: 39 clusters Score -9.548503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18597 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7151 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137353 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485080.000000 Penalty: 126301.078125
Iteration 196Q: 39 clusters Score -9.548508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7876 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18594 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7151 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137357 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485080.000000 Penalty: 126301.078125
Iteration 197Q: 39 clusters Score -9.548508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7876 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18593 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194054 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33850 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137355 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485056.000000 Penalty: 126301.078125
Iteration 198Q: 39 clusters Score -9.548506e+07 nChanged 10
Entering ConstructFrom: 
Score: -95485056.000000 Penalty: 126301.078125
Entering ConstructFrom: 
Trying to split cluster 1 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -224705.656250 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -224705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -222449.796875 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -222449.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223478.390625 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -223478.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -224147.421875 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -224147.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -224413.968750 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -224414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -224544.281250 Penalty: 3681.793701
	Iteration 4Q: 3 clusters Score -224544.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -224601.765625 Penalty: 3681.793701
	Iteration 5Q: 3 clusters Score -224601.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -224624.640625 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -224624.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -224640.453125 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -224640.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -224661.031250 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -224661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -224669.640625 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -224669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -224672.296875 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -224672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224674.531250 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -224674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -224676.203125 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -224676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -224679.171875 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -224679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -224681.328125 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -224681.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -224681.328125 Penalty: 3681.793701
	Iteration 15F: 3 clusters Score -224681.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Entering Unmasked Estep 
Score: -5477522.000000 Penalty: 2610.487305
	Iteration 0F: 2 clusters Score -5477522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5452245.000000 Penalty: 5220.974609
	Iteration 0F: 3 clusters Score -5452245 nChanged 17030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5461667.000000 Penalty: 5220.974609
	Iteration 1F: 3 clusters Score -5461667 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5462206.000000 Penalty: 5220.974609
	Iteration 2Q: 3 clusters Score -5462206 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5462654.000000 Penalty: 5220.974609
	Iteration 3Q: 3 clusters Score -5462654 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5463109.000000 Penalty: 5220.974609
	Iteration 4Q: 3 clusters Score -5463109 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -5463545.500000 Penalty: 5220.974609
	Iteration 5Q: 3 clusters Score -5463546 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5464036.000000 Penalty: 5220.974609
	Iteration 6Q: 3 clusters Score -5464036 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5464583.000000 Penalty: 5220.974609
	Iteration 7Q: 3 clusters Score -5464583 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5465234.000000 Penalty: 5220.974609
	Iteration 8Q: 3 clusters Score -5465234 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5466141.500000 Penalty: 5220.974609
	Iteration 9Q: 3 clusters Score -5466142 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5467160.000000 Penalty: 5220.974609
	Iteration 10F: 3 clusters Score -5467160 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5468476.500000 Penalty: 5220.974609
	Iteration 11F: 3 clusters Score -5468476 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -5470049.500000 Penalty: 5220.974609
	Iteration 12F: 3 clusters Score -5470050 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -5471576.000000 Penalty: 5220.974609
	Iteration 13Q: 3 clusters Score -5471576 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -5472835.000000 Penalty: 5220.974609
	Iteration 14Q: 3 clusters Score -5472835 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -5473699.500000 Penalty: 5220.974609
	Iteration 15Q: 3 clusters Score -5473700 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5474247.000000 Penalty: 5220.974609
	Iteration 16Q: 3 clusters Score -5474247 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -5474680.000000 Penalty: 5220.974609
	Iteration 17Q: 3 clusters Score -5474680 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -5474932.500000 Penalty: 5220.974609
	Iteration 18Q: 3 clusters Score -5474932 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -5475153.500000 Penalty: 5220.974609
	Iteration 19Q: 3 clusters Score -5475154 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -5475267.000000 Penalty: 5220.974609
	Iteration 20F: 3 clusters Score -5475267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5475360.000000 Penalty: 5220.974609
	Iteration 21Q: 3 clusters Score -5475360 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -5475439.500000 Penalty: 5220.974609
	Iteration 22Q: 3 clusters Score -5475440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -5475488.500000 Penalty: 5220.974609
	Iteration 23Q: 3 clusters Score -5475488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -5475517.000000 Penalty: 5220.974609
	Iteration 24Q: 3 clusters Score -5475517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -5475532.000000 Penalty: 5220.974609
	Iteration 25Q: 3 clusters Score -5475532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -5475540.500000 Penalty: 5220.974609
	Iteration 26Q: 3 clusters Score -5475540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -5475566.000000 Penalty: 5220.974609
	Iteration 27Q: 3 clusters Score -5475566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -5475587.500000 Penalty: 5220.974609
	Iteration 28Q: 3 clusters Score -5475588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -5475593.000000 Penalty: 5220.974609
	Iteration 29Q: 3 clusters Score -5475593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -5475613.000000 Penalty: 5220.974609
	Iteration 30Q: 3 clusters Score -5475613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -5475631.000000 Penalty: 5220.974609
	Iteration 31Q: 3 clusters Score -5475631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5475654.500000 Penalty: 5220.974609
	Iteration 32Q: 3 clusters Score -5475654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5475661.000000 Penalty: 5220.974609
	Iteration 33Q: 3 clusters Score -5475661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5475667.000000 Penalty: 5220.974609
	Iteration 34Q: 3 clusters Score -5475667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5475684.500000 Penalty: 5220.974609
	Iteration 35Q: 3 clusters Score -5475684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -5475689.500000 Penalty: 5220.974609
	Iteration 36Q: 3 clusters Score -5475690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5475698.000000 Penalty: 5220.974609
	Iteration 37Q: 3 clusters Score -5475698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5475700.500000 Penalty: 5220.974609
	Iteration 38Q: 3 clusters Score -5475700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -5475714.000000 Penalty: 5220.974609
	Iteration 39Q: 3 clusters Score -5475714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5475710.000000 Penalty: 5220.974609
	Iteration 40F: 3 clusters Score -5475710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -5475714.000000 Penalty: 5220.974609
	Iteration 41Q: 3 clusters Score -5475714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5475727.500000 Penalty: 5220.974609
	Iteration 42Q: 3 clusters Score -5475728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -5475730.000000 Penalty: 5220.974609
	Iteration 43Q: 3 clusters Score -5475730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5475744.000000 Penalty: 5220.974609
	Iteration 44Q: 3 clusters Score -5475744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -5475732.500000 Penalty: 5220.974609
	Iteration 45Q: 3 clusters Score -5475732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -5475729.500000 Penalty: 5220.974609
	Iteration 46Q: 3 clusters Score -5475730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -5475726.500000 Penalty: 5220.974609
	Iteration 47Q: 3 clusters Score -5475726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -5475726.500000 Penalty: 5220.974609
	Iteration 48Q: 3 clusters Score -5475726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -5475727.500000 Penalty: 5220.974609
	Iteration 49Q: 3 clusters Score -5475728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5475730.500000 Penalty: 5220.974609
	Iteration 50Q: 3 clusters Score -5475730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5475730.000000 Penalty: 5220.974609
	Iteration 51Q: 3 clusters Score -5475730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5475728.000000 Penalty: 5220.974609
	Iteration 52Q: 3 clusters Score -5475728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5475733.000000 Penalty: 5220.974609
	Iteration 53Q: 3 clusters Score -5475733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5475732.500000 Penalty: 5220.974609
	Iteration 54Q: 3 clusters Score -5475732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -5475735.000000 Penalty: 5220.974609
	Iteration 55Q: 3 clusters Score -5475735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5475734.500000 Penalty: 5220.974609
	Iteration 56Q: 3 clusters Score -5475734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5475734.500000 Penalty: 5220.974609
	Iteration 57F: 3 clusters Score -5475734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Entering Unmasked Estep 
Score: -9373333.000000 Penalty: 2742.300049
	Iteration 0F: 2 clusters Score -9373333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -9330774.000000 Penalty: 5484.600098
	Iteration 0F: 3 clusters Score -9330774 nChanged 29478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -9347537.000000 Penalty: 5484.600098
	Iteration 1F: 3 clusters Score -9347537 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -9348298.000000 Penalty: 5484.600098
	Iteration 2Q: 3 clusters Score -9348298 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -9349524.000000 Penalty: 5484.600098
	Iteration 3Q: 3 clusters Score -9349524 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -9351375.000000 Penalty: 5484.600098
	Iteration 4F: 3 clusters Score -9351375 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -9354241.000000 Penalty: 5484.600098
	Iteration 5F: 3 clusters Score -9354241 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -9358117.000000 Penalty: 5484.600098
	Iteration 6F: 3 clusters Score -9358117 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -9362367.000000 Penalty: 5484.600098
	Iteration 7F: 3 clusters Score -9362367 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -9365860.000000 Penalty: 5484.600098
	Iteration 8F: 3 clusters Score -9365860 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -9368097.000000 Penalty: 5484.600098
	Iteration 9Q: 3 clusters Score -9368097 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9369527.000000 Penalty: 5484.600098
	Iteration 10Q: 3 clusters Score -9369527 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9370476.000000 Penalty: 5484.600098
	Iteration 11Q: 3 clusters Score -9370476 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9371054.000000 Penalty: 5484.600098
	Iteration 12Q: 3 clusters Score -9371054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9371319.000000 Penalty: 5484.600098
	Iteration 13Q: 3 clusters Score -9371319 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9371497.000000 Penalty: 5484.600098
	Iteration 14Q: 3 clusters Score -9371497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9371594.000000 Penalty: 5484.600098
	Iteration 15Q: 3 clusters Score -9371594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9371687.000000 Penalty: 5484.600098
	Iteration 16Q: 3 clusters Score -9371687 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9371720.000000 Penalty: 5484.600098
	Iteration 17Q: 3 clusters Score -9371720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9371744.000000 Penalty: 5484.600098
	Iteration 18Q: 3 clusters Score -9371744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9371758.000000 Penalty: 5484.600098
	Iteration 19Q: 3 clusters Score -9371758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9371760.000000 Penalty: 5484.600098
	Iteration 20F: 3 clusters Score -9371760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9371777.000000 Penalty: 5484.600098
	Iteration 21Q: 3 clusters Score -9371777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9371781.000000 Penalty: 5484.600098
	Iteration 22Q: 3 clusters Score -9371781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9371797.000000 Penalty: 5484.600098
	Iteration 23Q: 3 clusters Score -9371797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9371807.000000 Penalty: 5484.600098
	Iteration 24Q: 3 clusters Score -9371807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9371812.000000 Penalty: 5484.600098
	Iteration 25Q: 3 clusters Score -9371812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9371820.000000 Penalty: 5484.600098
	Iteration 26Q: 3 clusters Score -9371820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9371819.000000 Penalty: 5484.600098
	Iteration 27Q: 3 clusters Score -9371819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9371820.000000 Penalty: 5484.600098
	Iteration 28Q: 3 clusters Score -9371820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9371810.000000 Penalty: 5484.600098
	Iteration 29Q: 3 clusters Score -9371810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9371812.000000 Penalty: 5484.600098
	Iteration 30Q: 3 clusters Score -9371812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9371805.000000 Penalty: 5484.600098
	Iteration 31Q: 3 clusters Score -9371805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9371811.000000 Penalty: 5484.600098
	Iteration 32Q: 3 clusters Score -9371811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9371811.000000 Penalty: 5484.600098
	Iteration 33Q: 3 clusters Score -9371811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9371811.000000 Penalty: 5484.600098
	Iteration 34F: 3 clusters Score -9371811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -374650.750000 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -374650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -371598.125000 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -371598.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -372143.406250 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -372143.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -372261.718750 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -372261.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -372320.375000 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -372320.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -372369.781250 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -372369.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -372418.968750 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -372419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372460.343750 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -372460.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -372486.750000 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -372486.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -372500.687500 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -372500.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -372514.218750 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -372514.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -372526.406250 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -372526.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -372536.906250 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -372536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -372547.218750 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -372547.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -372555.625000 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -372555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -372558.625000 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -372558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372562.937500 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -372562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -372569.656250 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -372569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -372574.125000 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -372574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -372577.875000 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -372577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -372583.125000 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -372583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -372587.218750 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -372587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -372589.531250 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -372589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372590.656250 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -372590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -372592.375000 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -372592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -372592.937500 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -372592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -372592.937500 Penalty: 3894.037842
	Iteration 25F: 3 clusters Score -372592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Entering Unmasked Estep 
Score: -2537005.000000 Penalty: 2435.480469
	Iteration 0F: 2 clusters Score -2537005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2523965.500000 Penalty: 4870.960938
	Iteration 0F: 3 clusters Score -2523966 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2528330.250000 Penalty: 4870.960938
	Iteration 1F: 3 clusters Score -2528330 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2528764.500000 Penalty: 4870.960938
	Iteration 2F: 3 clusters Score -2528764 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2529149.000000 Penalty: 4870.960938
	Iteration 3F: 3 clusters Score -2529149 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2529506.250000 Penalty: 4870.960938
	Iteration 4Q: 3 clusters Score -2529506 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2529898.250000 Penalty: 4870.960938
	Iteration 5Q: 3 clusters Score -2529898 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2530284.750000 Penalty: 4870.960938
	Iteration 6Q: 3 clusters Score -2530285 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2530715.250000 Penalty: 4870.960938
	Iteration 7Q: 3 clusters Score -2530715 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2531266.000000 Penalty: 4870.960938
	Iteration 8Q: 3 clusters Score -2531266 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2531802.000000 Penalty: 4870.960938
	Iteration 9Q: 3 clusters Score -2531802 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2532297.250000 Penalty: 4870.960938
	Iteration 10Q: 3 clusters Score -2532297 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2532599.500000 Penalty: 4870.960938
	Iteration 11Q: 3 clusters Score -2532600 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2532792.000000 Penalty: 4870.960938
	Iteration 12Q: 3 clusters Score -2532792 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2532927.000000 Penalty: 4870.960938
	Iteration 13Q: 3 clusters Score -2532927 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2533022.250000 Penalty: 4870.960938
	Iteration 14Q: 3 clusters Score -2533022 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2533086.750000 Penalty: 4870.960938
	Iteration 15Q: 3 clusters Score -2533087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2533125.500000 Penalty: 4870.960938
	Iteration 16Q: 3 clusters Score -2533126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2533156.750000 Penalty: 4870.960938
	Iteration 17Q: 3 clusters Score -2533157 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2533177.000000 Penalty: 4870.960938
	Iteration 18Q: 3 clusters Score -2533177 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2533201.000000 Penalty: 4870.960938
	Iteration 19Q: 3 clusters Score -2533201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2533209.250000 Penalty: 4870.960938
	Iteration 20F: 3 clusters Score -2533209 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2533220.250000 Penalty: 4870.960938
	Iteration 21Q: 3 clusters Score -2533220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2533241.500000 Penalty: 4870.960938
	Iteration 22Q: 3 clusters Score -2533242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2533258.250000 Penalty: 4870.960938
	Iteration 23Q: 3 clusters Score -2533258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2533280.250000 Penalty: 4870.960938
	Iteration 24Q: 3 clusters Score -2533280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2533290.000000 Penalty: 4870.960938
	Iteration 25Q: 3 clusters Score -2533290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2533304.250000 Penalty: 4870.960938
	Iteration 26Q: 3 clusters Score -2533304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2533309.500000 Penalty: 4870.960938
	Iteration 27Q: 3 clusters Score -2533310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2533308.000000 Penalty: 4870.960938
	Iteration 28Q: 3 clusters Score -2533308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2533313.500000 Penalty: 4870.960938
	Iteration 29Q: 3 clusters Score -2533314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2533324.250000 Penalty: 4870.960938
	Iteration 30Q: 3 clusters Score -2533324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2533324.250000 Penalty: 4870.960938
	Iteration 31Q: 3 clusters Score -2533324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2533331.000000 Penalty: 4870.960938
	Iteration 32Q: 3 clusters Score -2533331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2533331.750000 Penalty: 4870.960938
	Iteration 33Q: 3 clusters Score -2533332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2533342.250000 Penalty: 4870.960938
	Iteration 34Q: 3 clusters Score -2533342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2533344.250000 Penalty: 4870.960938
	Iteration 35Q: 3 clusters Score -2533344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2533352.250000 Penalty: 4870.960938
	Iteration 36Q: 3 clusters Score -2533352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2533354.250000 Penalty: 4870.960938
	Iteration 37Q: 3 clusters Score -2533354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2533360.250000 Penalty: 4870.960938
	Iteration 38Q: 3 clusters Score -2533360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2533363.000000 Penalty: 4870.960938
	Iteration 39Q: 3 clusters Score -2533363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2533361.250000 Penalty: 4870.960938
	Iteration 40F: 3 clusters Score -2533361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2533362.750000 Penalty: 4870.960938
	Iteration 41Q: 3 clusters Score -2533363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2533366.500000 Penalty: 4870.960938
	Iteration 42Q: 3 clusters Score -2533366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2533368.250000 Penalty: 4870.960938
	Iteration 43Q: 3 clusters Score -2533368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2533371.500000 Penalty: 4870.960938
	Iteration 44Q: 3 clusters Score -2533372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2533378.250000 Penalty: 4870.960938
	Iteration 45Q: 3 clusters Score -2533378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2533387.250000 Penalty: 4870.960938
	Iteration 46Q: 3 clusters Score -2533387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2533386.250000 Penalty: 4870.960938
	Iteration 47Q: 3 clusters Score -2533386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2533394.000000 Penalty: 4870.960938
	Iteration 48Q: 3 clusters Score -2533394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2533405.500000 Penalty: 4870.960938
	Iteration 49Q: 3 clusters Score -2533406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2533407.750000 Penalty: 4870.960938
	Iteration 50Q: 3 clusters Score -2533408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2533424.750000 Penalty: 4870.960938
	Iteration 51Q: 3 clusters Score -2533425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2533424.750000 Penalty: 4870.960938
	Iteration 52Q: 3 clusters Score -2533425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2533441.250000 Penalty: 4870.960938
	Iteration 53Q: 3 clusters Score -2533441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2533450.500000 Penalty: 4870.960938
	Iteration 54Q: 3 clusters Score -2533450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2533457.000000 Penalty: 4870.960938
	Iteration 55Q: 3 clusters Score -2533457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2533464.000000 Penalty: 4870.960938
	Iteration 56Q: 3 clusters Score -2533464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2533465.000000 Penalty: 4870.960938
	Iteration 57Q: 3 clusters Score -2533465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2533479.500000 Penalty: 4870.960938
	Iteration 58Q: 3 clusters Score -2533480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2533496.000000 Penalty: 4870.960938
	Iteration 59Q: 3 clusters Score -2533496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2533512.500000 Penalty: 4870.960938
	Iteration 60F: 3 clusters Score -2533512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2533516.750000 Penalty: 4870.960938
	Iteration 61Q: 3 clusters Score -2533517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2533523.750000 Penalty: 4870.960938
	Iteration 62Q: 3 clusters Score -2533524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2533534.250000 Penalty: 4870.960938
	Iteration 63Q: 3 clusters Score -2533534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2533544.250000 Penalty: 4870.960938
	Iteration 64Q: 3 clusters Score -2533544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2533565.500000 Penalty: 4870.960938
	Iteration 65Q: 3 clusters Score -2533566 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2533579.500000 Penalty: 4870.960938
	Iteration 66Q: 3 clusters Score -2533580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2533593.750000 Penalty: 4870.960938
	Iteration 67Q: 3 clusters Score -2533594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2533604.500000 Penalty: 4870.960938
	Iteration 68Q: 3 clusters Score -2533604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2533616.500000 Penalty: 4870.960938
	Iteration 69Q: 3 clusters Score -2533616 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2533628.250000 Penalty: 4870.960938
	Iteration 70Q: 3 clusters Score -2533628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2533657.500000 Penalty: 4870.960938
	Iteration 71Q: 3 clusters Score -2533658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2533677.000000 Penalty: 4870.960938
	Iteration 72Q: 3 clusters Score -2533677 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2533711.750000 Penalty: 4870.960938
	Iteration 73Q: 3 clusters Score -2533712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2533734.250000 Penalty: 4870.960938
	Iteration 74Q: 3 clusters Score -2533734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2533777.750000 Penalty: 4870.960938
	Iteration 75Q: 3 clusters Score -2533778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2533811.250000 Penalty: 4870.960938
	Iteration 76Q: 3 clusters Score -2533811 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2533850.500000 Penalty: 4870.960938
	Iteration 77Q: 3 clusters Score -2533850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2533903.250000 Penalty: 4870.960938
	Iteration 78Q: 3 clusters Score -2533903 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2533939.250000 Penalty: 4870.960938
	Iteration 79Q: 3 clusters Score -2533939 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2533987.250000 Penalty: 4870.960938
	Iteration 80F: 3 clusters Score -2533987 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2534041.750000 Penalty: 4870.960938
	Iteration 81Q: 3 clusters Score -2534042 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2534099.750000 Penalty: 4870.960938
	Iteration 82Q: 3 clusters Score -2534100 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2534146.750000 Penalty: 4870.960938
	Iteration 83Q: 3 clusters Score -2534147 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2534219.500000 Penalty: 4870.960938
	Iteration 84Q: 3 clusters Score -2534220 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2534307.500000 Penalty: 4870.960938
	Iteration 85Q: 3 clusters Score -2534308 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2534398.250000 Penalty: 4870.960938
	Iteration 86Q: 3 clusters Score -2534398 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2534487.500000 Penalty: 4870.960938
	Iteration 87Q: 3 clusters Score -2534488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2534551.750000 Penalty: 4870.960938
	Iteration 88Q: 3 clusters Score -2534552 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2534620.750000 Penalty: 4870.960938
	Iteration 89Q: 3 clusters Score -2534621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2534669.000000 Penalty: 4870.960938
	Iteration 90Q: 3 clusters Score -2534669 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2534713.750000 Penalty: 4870.960938
	Iteration 91Q: 3 clusters Score -2534714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2534746.250000 Penalty: 4870.960938
	Iteration 92Q: 3 clusters Score -2534746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2534776.250000 Penalty: 4870.960938
	Iteration 93Q: 3 clusters Score -2534776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2534812.500000 Penalty: 4870.960938
	Iteration 94Q: 3 clusters Score -2534812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2534829.000000 Penalty: 4870.960938
	Iteration 95Q: 3 clusters Score -2534829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2534843.750000 Penalty: 4870.960938
	Iteration 96Q: 3 clusters Score -2534844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2534859.500000 Penalty: 4870.960938
	Iteration 97Q: 3 clusters Score -2534860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2534876.750000 Penalty: 4870.960938
	Iteration 98Q: 3 clusters Score -2534877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2534893.000000 Penalty: 4870.960938
	Iteration 99Q: 3 clusters Score -2534893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2534905.500000 Penalty: 4870.960938
	Iteration 100F: 3 clusters Score -2534906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2534920.000000 Penalty: 4870.960938
	Iteration 101Q: 3 clusters Score -2534920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2534927.500000 Penalty: 4870.960938
	Iteration 102Q: 3 clusters Score -2534928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2534943.000000 Penalty: 4870.960938
	Iteration 103Q: 3 clusters Score -2534943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2534959.250000 Penalty: 4870.960938
	Iteration 104Q: 3 clusters Score -2534959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2534979.750000 Penalty: 4870.960938
	Iteration 105Q: 3 clusters Score -2534980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2534987.500000 Penalty: 4870.960938
	Iteration 106Q: 3 clusters Score -2534988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2534999.750000 Penalty: 4870.960938
	Iteration 107Q: 3 clusters Score -2535000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2535012.500000 Penalty: 4870.960938
	Iteration 108Q: 3 clusters Score -2535012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2535012.500000 Penalty: 4870.960938
	Iteration 109Q: 3 clusters Score -2535012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2535019.500000 Penalty: 4870.960938
	Iteration 110Q: 3 clusters Score -2535020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2535026.000000 Penalty: 4870.960938
	Iteration 111Q: 3 clusters Score -2535026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2535028.000000 Penalty: 4870.960938
	Iteration 112Q: 3 clusters Score -2535028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2535032.250000 Penalty: 4870.960938
	Iteration 113Q: 3 clusters Score -2535032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2535032.000000 Penalty: 4870.960938
	Iteration 114Q: 3 clusters Score -2535032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2535039.750000 Penalty: 4870.960938
	Iteration 115Q: 3 clusters Score -2535040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2535036.500000 Penalty: 4870.960938
	Iteration 116Q: 3 clusters Score -2535036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2535042.000000 Penalty: 4870.960938
	Iteration 117Q: 3 clusters Score -2535042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2535048.750000 Penalty: 4870.960938
	Iteration 118Q: 3 clusters Score -2535049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2535061.500000 Penalty: 4870.960938
	Iteration 119Q: 3 clusters Score -2535062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2535057.750000 Penalty: 4870.960938
	Iteration 120F: 3 clusters Score -2535058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2535055.500000 Penalty: 4870.960938
	Iteration 121Q: 3 clusters Score -2535056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2535054.500000 Penalty: 4870.960938
	Iteration 122Q: 3 clusters Score -2535054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2535057.500000 Penalty: 4870.960938
	Iteration 123Q: 3 clusters Score -2535058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2535054.000000 Penalty: 4870.960938
	Iteration 124Q: 3 clusters Score -2535054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2535054.250000 Penalty: 4870.960938
	Iteration 125Q: 3 clusters Score -2535054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2535056.500000 Penalty: 4870.960938
	Iteration 126Q: 3 clusters Score -2535056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2535057.500000 Penalty: 4870.960938
	Iteration 127Q: 3 clusters Score -2535058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2535058.000000 Penalty: 4870.960938
	Iteration 128Q: 3 clusters Score -2535058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2535065.250000 Penalty: 4870.960938
	Iteration 129Q: 3 clusters Score -2535065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2535059.250000 Penalty: 4870.960938
	Iteration 130Q: 3 clusters Score -2535059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2535063.250000 Penalty: 4870.960938
	Iteration 131Q: 3 clusters Score -2535063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2535060.250000 Penalty: 4870.960938
	Iteration 132Q: 3 clusters Score -2535060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2535060.250000 Penalty: 4870.960938
	Iteration 133F: 3 clusters Score -2535060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -70533.695312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -70533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68959.117188 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -68959.12 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69197.757812 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -69197.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69291.679688 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -69291.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69377.617188 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -69377.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69469.054688 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -69469.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69586.835938 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -69586.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69619.515625 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -69619.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69652.664062 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -69652.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69709.000000 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -69709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69732.265625 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -69732.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69756.937500 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -69756.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69786.468750 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -69786.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69822.882812 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -69822.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69834.031250 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -69834.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69839.281250 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -69839.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69844.750000 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -69844.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69850.101562 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -69850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69853.250000 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -69853.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69861.679688 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -69861.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69869.140625 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -69869.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -69884.437500 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -69884.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69891.812500 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -69891.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69900.367188 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -69900.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -69903.476562 Penalty: 3180.261963
	Iteration 23Q: 3 clusters Score -69903.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -69903.476562 Penalty: 3180.261963
	Iteration 24F: 3 clusters Score -69903.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -41205.140625 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -41205.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39905.960938 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -39905.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40206.976562 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -40206.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40326.109375 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -40326.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40374.488281 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -40374.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40399.640625 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -40399.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40414.773438 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -40414.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40442.042969 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -40442.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40456.839844 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -40456.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40461.097656 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -40461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40465.636719 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -40465.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40478.804688 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -40478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40482.304688 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -40482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40482.304688 Penalty: 3006.482422
	Iteration 12F: 3 clusters Score -40482.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Entering Unmasked Estep 
Score: -1880314.750000 Penalty: 2344.648438
	Iteration 0F: 2 clusters Score -1880315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1870892.625000 Penalty: 4689.296875
	Iteration 0F: 3 clusters Score -1870893 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1873720.750000 Penalty: 4689.296875
	Iteration 1F: 3 clusters Score -1873721 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1874047.875000 Penalty: 4689.296875
	Iteration 2F: 3 clusters Score -1874048 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1874245.750000 Penalty: 4689.296875
	Iteration 3Q: 3 clusters Score -1874246 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1874389.875000 Penalty: 4689.296875
	Iteration 4Q: 3 clusters Score -1874390 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1874506.500000 Penalty: 4689.296875
	Iteration 5Q: 3 clusters Score -1874506 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1874612.250000 Penalty: 4689.296875
	Iteration 6Q: 3 clusters Score -1874612 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1874699.500000 Penalty: 4689.296875
	Iteration 7Q: 3 clusters Score -1874700 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1874783.625000 Penalty: 4689.296875
	Iteration 8Q: 3 clusters Score -1874784 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1874881.125000 Penalty: 4689.296875
	Iteration 9Q: 3 clusters Score -1874881 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1875010.625000 Penalty: 4689.296875
	Iteration 10Q: 3 clusters Score -1875011 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1875206.000000 Penalty: 4689.296875
	Iteration 11Q: 3 clusters Score -1875206 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1875478.750000 Penalty: 4689.296875
	Iteration 12Q: 3 clusters Score -1875479 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1875847.000000 Penalty: 4689.296875
	Iteration 13Q: 3 clusters Score -1875847 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1876277.875000 Penalty: 4689.296875
	Iteration 14Q: 3 clusters Score -1876278 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1876750.375000 Penalty: 4689.296875
	Iteration 15Q: 3 clusters Score -1876750 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1877202.000000 Penalty: 4689.296875
	Iteration 16Q: 3 clusters Score -1877202 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1877567.125000 Penalty: 4689.296875
	Iteration 17Q: 3 clusters Score -1877567 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1877837.000000 Penalty: 4689.296875
	Iteration 18Q: 3 clusters Score -1877837 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1878010.750000 Penalty: 4689.296875
	Iteration 19Q: 3 clusters Score -1878011 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1878107.625000 Penalty: 4689.296875
	Iteration 20F: 3 clusters Score -1878108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1878182.750000 Penalty: 4689.296875
	Iteration 21Q: 3 clusters Score -1878183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1878223.750000 Penalty: 4689.296875
	Iteration 22Q: 3 clusters Score -1878224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1878251.750000 Penalty: 4689.296875
	Iteration 23Q: 3 clusters Score -1878252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1878281.250000 Penalty: 4689.296875
	Iteration 24Q: 3 clusters Score -1878281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1878302.375000 Penalty: 4689.296875
	Iteration 25Q: 3 clusters Score -1878302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1878311.875000 Penalty: 4689.296875
	Iteration 26Q: 3 clusters Score -1878312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1878317.000000 Penalty: 4689.296875
	Iteration 27Q: 3 clusters Score -1878317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1878322.000000 Penalty: 4689.296875
	Iteration 28Q: 3 clusters Score -1878322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1878323.875000 Penalty: 4689.296875
	Iteration 29Q: 3 clusters Score -1878324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1878329.000000 Penalty: 4689.296875
	Iteration 30Q: 3 clusters Score -1878329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1878331.875000 Penalty: 4689.296875
	Iteration 31Q: 3 clusters Score -1878332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1878331.875000 Penalty: 4689.296875
	Iteration 32F: 3 clusters Score -1878332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -1316135.625000 Penalty: 2260.748291
	Iteration 0F: 2 clusters Score -1316136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1308976.500000 Penalty: 4521.496582
	Iteration 0F: 3 clusters Score -1308976 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1310913.500000 Penalty: 4521.496582
	Iteration 1F: 3 clusters Score -1310914 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1311197.375000 Penalty: 4521.496582
	Iteration 2F: 3 clusters Score -1311197 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1311392.250000 Penalty: 4521.496582
	Iteration 3Q: 3 clusters Score -1311392 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1311544.875000 Penalty: 4521.496582
	Iteration 4Q: 3 clusters Score -1311545 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1311663.625000 Penalty: 4521.496582
	Iteration 5Q: 3 clusters Score -1311664 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1311765.000000 Penalty: 4521.496582
	Iteration 6Q: 3 clusters Score -1311765 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1311870.250000 Penalty: 4521.496582
	Iteration 7Q: 3 clusters Score -1311870 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1311971.750000 Penalty: 4521.496582
	Iteration 8Q: 3 clusters Score -1311972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1312072.875000 Penalty: 4521.496582
	Iteration 9Q: 3 clusters Score -1312073 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1312184.625000 Penalty: 4521.496582
	Iteration 10Q: 3 clusters Score -1312185 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1312312.750000 Penalty: 4521.496582
	Iteration 11Q: 3 clusters Score -1312313 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1312424.250000 Penalty: 4521.496582
	Iteration 12Q: 3 clusters Score -1312424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1312527.000000 Penalty: 4521.496582
	Iteration 13Q: 3 clusters Score -1312527 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1312670.250000 Penalty: 4521.496582
	Iteration 14Q: 3 clusters Score -1312670 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1312831.625000 Penalty: 4521.496582
	Iteration 15Q: 3 clusters Score -1312832 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1313015.750000 Penalty: 4521.496582
	Iteration 16Q: 3 clusters Score -1313016 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1313191.250000 Penalty: 4521.496582
	Iteration 17Q: 3 clusters Score -1313191 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1313354.000000 Penalty: 4521.496582
	Iteration 18Q: 3 clusters Score -1313354 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1313495.500000 Penalty: 4521.496582
	Iteration 19Q: 3 clusters Score -1313496 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1313605.875000 Penalty: 4521.496582
	Iteration 20F: 3 clusters Score -1313606 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1313712.000000 Penalty: 4521.496582
	Iteration 21Q: 3 clusters Score -1313712 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1313785.750000 Penalty: 4521.496582
	Iteration 22Q: 3 clusters Score -1313786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1313839.375000 Penalty: 4521.496582
	Iteration 23Q: 3 clusters Score -1313839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1313874.625000 Penalty: 4521.496582
	Iteration 24Q: 3 clusters Score -1313875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1313907.500000 Penalty: 4521.496582
	Iteration 25Q: 3 clusters Score -1313908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1313933.375000 Penalty: 4521.496582
	Iteration 26Q: 3 clusters Score -1313933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1313960.375000 Penalty: 4521.496582
	Iteration 27Q: 3 clusters Score -1313960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1313984.500000 Penalty: 4521.496582
	Iteration 28Q: 3 clusters Score -1313984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1314004.500000 Penalty: 4521.496582
	Iteration 29Q: 3 clusters Score -1314004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1314022.375000 Penalty: 4521.496582
	Iteration 30Q: 3 clusters Score -1314022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1314039.375000 Penalty: 4521.496582
	Iteration 31Q: 3 clusters Score -1314039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1314050.125000 Penalty: 4521.496582
	Iteration 32Q: 3 clusters Score -1314050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1314062.000000 Penalty: 4521.496582
	Iteration 33Q: 3 clusters Score -1314062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1314081.000000 Penalty: 4521.496582
	Iteration 34Q: 3 clusters Score -1314081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1314090.750000 Penalty: 4521.496582
	Iteration 35Q: 3 clusters Score -1314091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1314107.875000 Penalty: 4521.496582
	Iteration 36Q: 3 clusters Score -1314108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1314114.625000 Penalty: 4521.496582
	Iteration 37Q: 3 clusters Score -1314115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1314132.625000 Penalty: 4521.496582
	Iteration 38Q: 3 clusters Score -1314133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1314134.500000 Penalty: 4521.496582
	Iteration 39Q: 3 clusters Score -1314134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1314146.750000 Penalty: 4521.496582
	Iteration 40F: 3 clusters Score -1314147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1314153.250000 Penalty: 4521.496582
	Iteration 41Q: 3 clusters Score -1314153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1314160.625000 Penalty: 4521.496582
	Iteration 42Q: 3 clusters Score -1314161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1314167.750000 Penalty: 4521.496582
	Iteration 43Q: 3 clusters Score -1314168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1314177.375000 Penalty: 4521.496582
	Iteration 44Q: 3 clusters Score -1314177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1314181.625000 Penalty: 4521.496582
	Iteration 45Q: 3 clusters Score -1314182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1314184.875000 Penalty: 4521.496582
	Iteration 46Q: 3 clusters Score -1314185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1314195.500000 Penalty: 4521.496582
	Iteration 47Q: 3 clusters Score -1314196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1314201.375000 Penalty: 4521.496582
	Iteration 48Q: 3 clusters Score -1314201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1314204.750000 Penalty: 4521.496582
	Iteration 49Q: 3 clusters Score -1314205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1314210.250000 Penalty: 4521.496582
	Iteration 50Q: 3 clusters Score -1314210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1314221.375000 Penalty: 4521.496582
	Iteration 51Q: 3 clusters Score -1314221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1314228.875000 Penalty: 4521.496582
	Iteration 52Q: 3 clusters Score -1314229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1314228.875000 Penalty: 4521.496582
	Iteration 53Q: 3 clusters Score -1314229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1314232.500000 Penalty: 4521.496582
	Iteration 54Q: 3 clusters Score -1314232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1314233.750000 Penalty: 4521.496582
	Iteration 55Q: 3 clusters Score -1314234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1314232.750000 Penalty: 4521.496582
	Iteration 56Q: 3 clusters Score -1314233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1314235.875000 Penalty: 4521.496582
	Iteration 57Q: 3 clusters Score -1314236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1314234.125000 Penalty: 4521.496582
	Iteration 58Q: 3 clusters Score -1314234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1314234.125000 Penalty: 4521.496582
	Iteration 59F: 3 clusters Score -1314234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Entering Unmasked Estep 
Score: -1195762.750000 Penalty: 2224.919434
	Iteration 0F: 2 clusters Score -1195763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1189431.125000 Penalty: 4449.838867
	Iteration 0F: 3 clusters Score -1189431 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1191245.750000 Penalty: 4449.838867
	Iteration 1F: 3 clusters Score -1191246 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1191541.000000 Penalty: 4449.838867
	Iteration 2F: 3 clusters Score -1191541 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1191762.750000 Penalty: 4449.838867
	Iteration 3F: 3 clusters Score -1191763 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1191920.875000 Penalty: 4449.838867
	Iteration 4Q: 3 clusters Score -1191921 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1192051.500000 Penalty: 4449.838867
	Iteration 5Q: 3 clusters Score -1192052 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1192173.000000 Penalty: 4449.838867
	Iteration 6Q: 3 clusters Score -1192173 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1192305.625000 Penalty: 4449.838867
	Iteration 7Q: 3 clusters Score -1192306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1192441.125000 Penalty: 4449.838867
	Iteration 8Q: 3 clusters Score -1192441 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1192600.625000 Penalty: 4449.838867
	Iteration 9Q: 3 clusters Score -1192601 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1192786.000000 Penalty: 4449.838867
	Iteration 10Q: 3 clusters Score -1192786 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1192950.250000 Penalty: 4449.838867
	Iteration 11Q: 3 clusters Score -1192950 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1193085.375000 Penalty: 4449.838867
	Iteration 12Q: 3 clusters Score -1193085 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1193227.375000 Penalty: 4449.838867
	Iteration 13Q: 3 clusters Score -1193227 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1193344.875000 Penalty: 4449.838867
	Iteration 14Q: 3 clusters Score -1193345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1193442.250000 Penalty: 4449.838867
	Iteration 15Q: 3 clusters Score -1193442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1193515.500000 Penalty: 4449.838867
	Iteration 16Q: 3 clusters Score -1193516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1193569.000000 Penalty: 4449.838867
	Iteration 17Q: 3 clusters Score -1193569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1193607.625000 Penalty: 4449.838867
	Iteration 18Q: 3 clusters Score -1193608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1193641.500000 Penalty: 4449.838867
	Iteration 19Q: 3 clusters Score -1193642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1193665.375000 Penalty: 4449.838867
	Iteration 20F: 3 clusters Score -1193665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1193683.250000 Penalty: 4449.838867
	Iteration 21Q: 3 clusters Score -1193683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1193701.625000 Penalty: 4449.838867
	Iteration 22Q: 3 clusters Score -1193702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1193720.500000 Penalty: 4449.838867
	Iteration 23Q: 3 clusters Score -1193720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1193732.125000 Penalty: 4449.838867
	Iteration 24Q: 3 clusters Score -1193732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1193742.000000 Penalty: 4449.838867
	Iteration 25Q: 3 clusters Score -1193742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1193747.250000 Penalty: 4449.838867
	Iteration 26Q: 3 clusters Score -1193747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1193749.000000 Penalty: 4449.838867
	Iteration 27Q: 3 clusters Score -1193749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1193755.500000 Penalty: 4449.838867
	Iteration 28Q: 3 clusters Score -1193756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1193756.500000 Penalty: 4449.838867
	Iteration 29Q: 3 clusters Score -1193756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1193764.250000 Penalty: 4449.838867
	Iteration 30Q: 3 clusters Score -1193764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1193770.750000 Penalty: 4449.838867
	Iteration 31Q: 3 clusters Score -1193771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1193779.500000 Penalty: 4449.838867
	Iteration 32Q: 3 clusters Score -1193780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1193785.375000 Penalty: 4449.838867
	Iteration 33Q: 3 clusters Score -1193785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1193792.750000 Penalty: 4449.838867
	Iteration 34Q: 3 clusters Score -1193793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1193793.750000 Penalty: 4449.838867
	Iteration 35Q: 3 clusters Score -1193794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1193794.750000 Penalty: 4449.838867
	Iteration 36Q: 3 clusters Score -1193795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1193796.625000 Penalty: 4449.838867
	Iteration 37Q: 3 clusters Score -1193797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1193799.000000 Penalty: 4449.838867
	Iteration 38Q: 3 clusters Score -1193799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1193799.000000 Penalty: 4449.838867
	Iteration 39F: 3 clusters Score -1193799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -327836.375000 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -327836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -325074.031250 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -325074 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -325593.937500 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -325593.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -325730.218750 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -325730.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -325799.125000 Penalty: 3825.372070
	Iteration 3Q: 3 clusters Score -325799.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -325870.906250 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -325870.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -325934.812500 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -325934.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -325983.031250 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -325983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -326023.593750 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -326023.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -326057.562500 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -326057.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -326091.031250 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -326091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -326121.343750 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -326121.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -326147.468750 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -326147.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -326185.406250 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -326185.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -326228.718750 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -326228.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -326258.062500 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -326258.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -326286.843750 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -326286.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -326314.531250 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -326314.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -326331.187500 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -326331.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -326345.218750 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -326345.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -326359.656250 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -326359.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -326368.531250 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -326368.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -326376.625000 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -326376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -326385.937500 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -326385.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -326394.750000 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -326394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -326402.562500 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -326402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326410.062500 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -326410.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -326416.312500 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -326416.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -326422.937500 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -326422.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -326430.875000 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -326430.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -326438.437500 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -326438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -326441.843750 Penalty: 3825.372070
	Iteration 30Q: 3 clusters Score -326441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -326443.625000 Penalty: 3825.372070
	Iteration 31Q: 3 clusters Score -326443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -326445.437500 Penalty: 3825.372070
	Iteration 32Q: 3 clusters Score -326445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -326448.468750 Penalty: 3825.372070
	Iteration 33Q: 3 clusters Score -326448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -326452.281250 Penalty: 3825.372070
	Iteration 34Q: 3 clusters Score -326452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -326453.875000 Penalty: 3825.372070
	Iteration 35Q: 3 clusters Score -326453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -326453.781250 Penalty: 3825.372070
	Iteration 36Q: 3 clusters Score -326453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -326454.406250 Penalty: 3825.372070
	Iteration 37Q: 3 clusters Score -326454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -326454.406250 Penalty: 3825.372070
	Iteration 38F: 3 clusters Score -326454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1686983.125000 Penalty: 2354.608887
	Iteration 0F: 2 clusters Score -1686983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1677195.250000 Penalty: 4709.217773
	Iteration 0F: 3 clusters Score -1677195 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1680455.750000 Penalty: 4709.217773
	Iteration 1F: 3 clusters Score -1680456 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1681190.750000 Penalty: 4709.217773
	Iteration 2F: 3 clusters Score -1681191 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1681951.500000 Penalty: 4709.217773
	Iteration 3F: 3 clusters Score -1681952 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1682696.125000 Penalty: 4709.217773
	Iteration 4F: 3 clusters Score -1682696 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1683338.000000 Penalty: 4709.217773
	Iteration 5F: 3 clusters Score -1683338 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1683772.875000 Penalty: 4709.217773
	Iteration 6F: 3 clusters Score -1683773 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1684096.875000 Penalty: 4709.217773
	Iteration 7Q: 3 clusters Score -1684097 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1684301.875000 Penalty: 4709.217773
	Iteration 8Q: 3 clusters Score -1684302 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1684460.875000 Penalty: 4709.217773
	Iteration 9Q: 3 clusters Score -1684461 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1684587.875000 Penalty: 4709.217773
	Iteration 10Q: 3 clusters Score -1684588 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1684718.750000 Penalty: 4709.217773
	Iteration 11Q: 3 clusters Score -1684719 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1684831.500000 Penalty: 4709.217773
	Iteration 12Q: 3 clusters Score -1684832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1684910.500000 Penalty: 4709.217773
	Iteration 13Q: 3 clusters Score -1684910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1684979.000000 Penalty: 4709.217773
	Iteration 14Q: 3 clusters Score -1684979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1685029.750000 Penalty: 4709.217773
	Iteration 15Q: 3 clusters Score -1685030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1685068.750000 Penalty: 4709.217773
	Iteration 16Q: 3 clusters Score -1685069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1685102.750000 Penalty: 4709.217773
	Iteration 17Q: 3 clusters Score -1685103 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1685141.000000 Penalty: 4709.217773
	Iteration 18Q: 3 clusters Score -1685141 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1685168.125000 Penalty: 4709.217773
	Iteration 19Q: 3 clusters Score -1685168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1685201.125000 Penalty: 4709.217773
	Iteration 20F: 3 clusters Score -1685201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1685216.500000 Penalty: 4709.217773
	Iteration 21Q: 3 clusters Score -1685216 nChanged 49
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: -1685234.000000 Penalty: 4709.217773
	Iteration 22Q: 3 clusters Score -1685234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1685243.750000 Penalty: 4709.217773
	Iteration 23Q: 3 clusters Score -1685244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1685253.000000 Penalty: 4709.217773
	Iteration 24Q: 3 clusters Score -1685253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1685259.375000 Penalty: 4709.217773
	Iteration 25Q: 3 clusters Score -1685259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1685263.250000 Penalty: 4709.217773
	Iteration 26Q: 3 clusters Score -1685263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1685265.500000 Penalty: 4709.217773
	Iteration 27Q: 3 clusters Score -1685266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1685267.500000 Penalty: 4709.217773
	Iteration 28Q: 3 clusters Score -1685268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1685266.750000 Penalty: 4709.217773
	Iteration 29Q: 3 clusters Score -1685267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1685271.125000 Penalty: 4709.217773
	Iteration 30Q: 3 clusters Score -1685271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1685267.750000 Penalty: 4709.217773
	Iteration 31Q: 3 clusters Score -1685268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1685268.000000 Penalty: 4709.217773
	Iteration 32Q: 3 clusters Score -1685268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1685269.000000 Penalty: 4709.217773
	Iteration 33Q: 3 clusters Score -1685269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1685270.500000 Penalty: 4709.217773
	Iteration 34Q: 3 clusters Score -1685270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1685267.625000 Penalty: 4709.217773
	Iteration 35Q: 3 clusters Score -1685268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1685270.875000 Penalty: 4709.217773
	Iteration 36Q: 3 clusters Score -1685271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1685273.500000 Penalty: 4709.217773
	Iteration 37Q: 3 clusters Score -1685274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1685275.000000 Penalty: 4709.217773
	Iteration 38Q: 3 clusters Score -1685275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1685275.125000 Penalty: 4709.217773
	Iteration 39Q: 3 clusters Score -1685275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1685276.750000 Penalty: 4709.217773
	Iteration 40F: 3 clusters Score -1685277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1685273.500000 Penalty: 4709.217773
	Iteration 41Q: 3 clusters Score -1685274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1685274.750000 Penalty: 4709.217773
	Iteration 42Q: 3 clusters Score -1685275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1685274.375000 Penalty: 4709.217773
	Iteration 43Q: 3 clusters Score -1685274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1685273.500000 Penalty: 4709.217773
	Iteration 44Q: 3 clusters Score -1685274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1685277.000000 Penalty: 4709.217773
	Iteration 45Q: 3 clusters Score -1685277 nChanged 2
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: -1685277.250000 Penalty: 4709.217773
	Iteration 46Q: 3 clusters Score -1685277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1685279.250000 Penalty: 4709.217773
	Iteration 47Q: 3 clusters Score -1685279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1685282.250000 Penalty: 4709.217773
	Iteration 48Q: 3 clusters Score -1685282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1685280.375000 Penalty: 4709.217773
	Iteration 49Q: 3 clusters Score -1685280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1685280.375000 Penalty: 4709.217773
	Iteration 50F: 3 clusters Score -1685280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -137637.250000 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -137637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -135708.562500 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -135708.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -135985.562500 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -135985.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -136059.093750 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -136059.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136096.531250 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -136096.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136128.328125 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -136128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136149.562500 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -136149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136167.468750 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -136167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -136170.890625 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -136170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136175.625000 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -136175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136177.562500 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -136177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136179.906250 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -136179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136179.906250 Penalty: 3411.649902
	Iteration 11F: 3 clusters Score -136179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -760344.687500 Penalty: 2124.174805
	Iteration 0F: 2 clusters Score -760344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -755665.437500 Penalty: 4248.349609
	Iteration 0F: 3 clusters Score -755665.4 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -756798.937500 Penalty: 4248.349609
	Iteration 1F: 3 clusters Score -756798.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -757096.812500 Penalty: 4248.349609
	Iteration 2F: 3 clusters Score -757096.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -757344.000000 Penalty: 4248.349609
	Iteration 3F: 3 clusters Score -757344 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -757594.500000 Penalty: 4248.349609
	Iteration 4F: 3 clusters Score -757594.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -757815.312500 Penalty: 4248.349609
	Iteration 5F: 3 clusters Score -757815.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -758020.812500 Penalty: 4248.349609
	Iteration 6F: 3 clusters Score -758020.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -758207.375000 Penalty: 4248.349609
	Iteration 7Q: 3 clusters Score -758207.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -758366.062500 Penalty: 4248.349609
	Iteration 8Q: 3 clusters Score -758366.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -758515.437500 Penalty: 4248.349609
	Iteration 9Q: 3 clusters Score -758515.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -758668.062500 Penalty: 4248.349609
	Iteration 10Q: 3 clusters Score -758668.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -758784.562500 Penalty: 4248.349609
	Iteration 11Q: 3 clusters Score -758784.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -758857.062500 Penalty: 4248.349609
	Iteration 12Q: 3 clusters Score -758857.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -758917.437500 Penalty: 4248.349609
	Iteration 13Q: 3 clusters Score -758917.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -758954.812500 Penalty: 4248.349609
	Iteration 14Q: 3 clusters Score -758954.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -758982.687500 Penalty: 4248.349609
	Iteration 15Q: 3 clusters Score -758982.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -759004.250000 Penalty: 4248.349609
	Iteration 16Q: 3 clusters Score -759004.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -759019.812500 Penalty: 4248.349609
	Iteration 17Q: 3 clusters Score -759019.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -759033.437500 Penalty: 4248.349609
	Iteration 18Q: 3 clusters Score -759033.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -759039.687500 Penalty: 4248.349609
	Iteration 19Q: 3 clusters Score -759039.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -759041.437500 Penalty: 4248.349609
	Iteration 20F: 3 clusters Score -759041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -759042.875000 Penalty: 4248.349609
	Iteration 21Q: 3 clusters Score -759042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -759043.000000 Penalty: 4248.349609
	Iteration 22Q: 3 clusters Score -759043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -759045.000000 Penalty: 4248.349609
	Iteration 23Q: 3 clusters Score -759045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -759044.937500 Penalty: 4248.349609
	Iteration 24Q: 3 clusters Score -759044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -759044.937500 Penalty: 4248.349609
	Iteration 25F: 3 clusters Score -759044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Entering Unmasked Estep 
Score: -4441863.500000 Penalty: 2572.532959
	Iteration 0F: 2 clusters Score -4441864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4419953.500000 Penalty: 5145.065918
	Iteration 0F: 3 clusters Score -4419954 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4428039.500000 Penalty: 5145.065918
	Iteration 1F: 3 clusters Score -4428040 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -4428627.000000 Penalty: 5145.065918
	Iteration 2F: 3 clusters Score -4428627 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4429248.500000 Penalty: 5145.065918
	Iteration 3Q: 3 clusters Score -4429248 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4429874.500000 Penalty: 5145.065918
	Iteration 4Q: 3 clusters Score -4429874 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4430616.000000 Penalty: 5145.065918
	Iteration 5Q: 3 clusters Score -4430616 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4431509.500000 Penalty: 5145.065918
	Iteration 6F: 3 clusters Score -4431510 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4432466.500000 Penalty: 5145.065918
	Iteration 7F: 3 clusters Score -4432466 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4433494.500000 Penalty: 5145.065918
	Iteration 8Q: 3 clusters Score -4433494 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4434524.500000 Penalty: 5145.065918
	Iteration 9Q: 3 clusters Score -4434524 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -4435571.500000 Penalty: 5145.065918
	Iteration 10Q: 3 clusters Score -4435572 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4436548.500000 Penalty: 5145.065918
	Iteration 11Q: 3 clusters Score -4436548 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4437376.000000 Penalty: 5145.065918
	Iteration 12Q: 3 clusters Score -4437376 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4437933.500000 Penalty: 5145.065918
	Iteration 13Q: 3 clusters Score -4437934 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -4438332.000000 Penalty: 5145.065918
	Iteration 14Q: 3 clusters Score -4438332 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4438650.500000 Penalty: 5145.065918
	Iteration 15Q: 3 clusters Score -4438650 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4438898.500000 Penalty: 5145.065918
	Iteration 16Q: 3 clusters Score -4438898 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4439083.500000 Penalty: 5145.065918
	Iteration 17Q: 3 clusters Score -4439084 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4439265.000000 Penalty: 5145.065918
	Iteration 18Q: 3 clusters Score -4439265 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -4439406.000000 Penalty: 5145.065918
	Iteration 19Q: 3 clusters Score -4439406 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4439522.500000 Penalty: 5145.065918
	Iteration 20F: 3 clusters Score -4439522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -4439626.500000 Penalty: 5145.065918
	Iteration 21Q: 3 clusters Score -4439626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4439692.500000 Penalty: 5145.065918
	Iteration 22Q: 3 clusters Score -4439692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4439751.500000 Penalty: 5145.065918
	Iteration 23Q: 3 clusters Score -4439752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4439789.500000 Penalty: 5145.065918
	Iteration 24Q: 3 clusters Score -4439790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4439823.500000 Penalty: 5145.065918
	Iteration 25Q: 3 clusters Score -4439824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -4439837.000000 Penalty: 5145.065918
	Iteration 26Q: 3 clusters Score -4439837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4439854.000000 Penalty: 5145.065918
	Iteration 27Q: 3 clusters Score -4439854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4439864.500000 Penalty: 5145.065918
	Iteration 28Q: 3 clusters Score -4439864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4439864.000000 Penalty: 5145.065918
	Iteration 29Q: 3 clusters Score -4439864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4439872.000000 Penalty: 5145.065918
	Iteration 30Q: 3 clusters Score -4439872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4439881.500000 Penalty: 5145.065918
	Iteration 31Q: 3 clusters Score -4439882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4439886.500000 Penalty: 5145.065918
	Iteration 32Q: 3 clusters Score -4439886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4439885.000000 Penalty: 5145.065918
	Iteration 33Q: 3 clusters Score -4439885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4439896.500000 Penalty: 5145.065918
	Iteration 34Q: 3 clusters Score -4439896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -4439907.000000 Penalty: 5145.065918
	Iteration 35Q: 3 clusters Score -4439907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4439914.500000 Penalty: 5145.065918
	Iteration 36Q: 3 clusters Score -4439914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4439921.500000 Penalty: 5145.065918
	Iteration 37Q: 3 clusters Score -4439922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4439921.500000 Penalty: 5145.065918
	Iteration 38Q: 3 clusters Score -4439922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4439926.000000 Penalty: 5145.065918
	Iteration 39Q: 3 clusters Score -4439926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4439935.000000 Penalty: 5145.065918
	Iteration 40F: 3 clusters Score -4439935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4439931.000000 Penalty: 5145.065918
	Iteration 41Q: 3 clusters Score -4439931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4439936.500000 Penalty: 5145.065918
	Iteration 42Q: 3 clusters Score -4439936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4439935.500000 Penalty: 5145.065918
	Iteration 43Q: 3 clusters Score -4439936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4439943.000000 Penalty: 5145.065918
	Iteration 44Q: 3 clusters Score -4439943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4439939.500000 Penalty: 5145.065918
	Iteration 45Q: 3 clusters Score -4439940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -4439937.000000 Penalty: 5145.065918
	Iteration 46Q: 3 clusters Score -4439937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4439944.000000 Penalty: 5145.065918
	Iteration 47Q: 3 clusters Score -4439944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4439948.500000 Penalty: 5145.065918
	Iteration 48Q: 3 clusters Score -4439948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4439945.500000 Penalty: 5145.065918
	Iteration 49Q: 3 clusters Score -4439946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4439946.000000 Penalty: 5145.065918
	Iteration 50Q: 3 clusters Score -4439946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4439946.000000 Penalty: 5145.065918
	Iteration 51F: 3 clusters Score -4439946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -505937.843750 Penalty: 2024.515991
	Iteration 0F: 2 clusters Score -505937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -502362.468750 Penalty: 4049.031982
	Iteration 0F: 3 clusters Score -502362.5 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -503143.250000 Penalty: 4049.031982
	Iteration 1F: 3 clusters Score -503143.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -503336.937500 Penalty: 4049.031982
	Iteration 2F: 3 clusters Score -503336.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -503481.781250 Penalty: 4049.031982
	Iteration 3Q: 3 clusters Score -503481.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -503590.312500 Penalty: 4049.031982
	Iteration 4Q: 3 clusters Score -503590.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -503693.125000 Penalty: 4049.031982
	Iteration 5Q: 3 clusters Score -503693.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -503771.187500 Penalty: 4049.031982
	Iteration 6Q: 3 clusters Score -503771.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -503831.531250 Penalty: 4049.031982
	Iteration 7Q: 3 clusters Score -503831.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -503892.781250 Penalty: 4049.031982
	Iteration 8Q: 3 clusters Score -503892.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -503945.343750 Penalty: 4049.031982
	Iteration 9Q: 3 clusters Score -503945.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -504004.562500 Penalty: 4049.031982
	Iteration 10Q: 3 clusters Score -504004.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -504081.562500 Penalty: 4049.031982
	Iteration 11Q: 3 clusters Score -504081.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -504164.625000 Penalty: 4049.031982
	Iteration 12Q: 3 clusters Score -504164.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -504257.031250 Penalty: 4049.031982
	Iteration 13Q: 3 clusters Score -504257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -504350.187500 Penalty: 4049.031982
	Iteration 14Q: 3 clusters Score -504350.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -504439.625000 Penalty: 4049.031982
	Iteration 15Q: 3 clusters Score -504439.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -504505.437500 Penalty: 4049.031982
	Iteration 16Q: 3 clusters Score -504505.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -504562.656250 Penalty: 4049.031982
	Iteration 17Q: 3 clusters Score -504562.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -504611.406250 Penalty: 4049.031982
	Iteration 18Q: 3 clusters Score -504611.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -504658.562500 Penalty: 4049.031982
	Iteration 19Q: 3 clusters Score -504658.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -504703.500000 Penalty: 4049.031982
	Iteration 20F: 3 clusters Score -504703.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -504744.875000 Penalty: 4049.031982
	Iteration 21Q: 3 clusters Score -504744.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -504795.031250 Penalty: 4049.031982
	Iteration 22Q: 3 clusters Score -504795 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -504849.718750 Penalty: 4049.031982
	Iteration 23Q: 3 clusters Score -504849.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -504905.406250 Penalty: 4049.031982
	Iteration 24Q: 3 clusters Score -504905.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -504968.125000 Penalty: 4049.031982
	Iteration 25Q: 3 clusters Score -504968.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -505040.031250 Penalty: 4049.031982
	Iteration 26Q: 3 clusters Score -505040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -505116.781250 Penalty: 4049.031982
	Iteration 27Q: 3 clusters Score -505116.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -505183.968750 Penalty: 4049.031982
	Iteration 28Q: 3 clusters Score -505184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -505232.625000 Penalty: 4049.031982
	Iteration 29Q: 3 clusters Score -505232.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -505261.468750 Penalty: 4049.031982
	Iteration 30Q: 3 clusters Score -505261.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -505281.593750 Penalty: 4049.031982
	Iteration 31Q: 3 clusters Score -505281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -505288.781250 Penalty: 4049.031982
	Iteration 32Q: 3 clusters Score -505288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -505292.312500 Penalty: 4049.031982
	Iteration 33Q: 3 clusters Score -505292.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -505296.687500 Penalty: 4049.031982
	Iteration 34Q: 3 clusters Score -505296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -505299.437500 Penalty: 4049.031982
	Iteration 35Q: 3 clusters Score -505299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -505305.781250 Penalty: 4049.031982
	Iteration 36Q: 3 clusters Score -505305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -505308.312500 Penalty: 4049.031982
	Iteration 37Q: 3 clusters Score -505308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -505310.062500 Penalty: 4049.031982
	Iteration 38Q: 3 clusters Score -505310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -505311.437500 Penalty: 4049.031982
	Iteration 39Q: 3 clusters Score -505311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -505312.656250 Penalty: 4049.031982
	Iteration 40F: 3 clusters Score -505312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -505315.187500 Penalty: 4049.031982
	Iteration 41Q: 3 clusters Score -505315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -505317.031250 Penalty: 4049.031982
	Iteration 42Q: 3 clusters Score -505317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -505319.781250 Penalty: 4049.031982
	Iteration 43Q: 3 clusters Score -505319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -505319.843750 Penalty: 4049.031982
	Iteration 44Q: 3 clusters Score -505319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -505321.437500 Penalty: 4049.031982
	Iteration 45Q: 3 clusters Score -505321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -505321.437500 Penalty: 4049.031982
	Iteration 46F: 3 clusters Score -505321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -264523.125000 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -264523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -262076.046875 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -262076 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -262516.343750 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -262516.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -262641.750000 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -262641.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -262724.187500 Penalty: 3716.132812
	Iteration 3Q: 3 clusters Score -262724.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -262804.968750 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -262805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -262917.000000 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -262917 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -263014.843750 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -263014.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -263084.906250 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -263084.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -263154.500000 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -263154.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263224.843750 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -263224.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -263296.656250 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -263296.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -263359.468750 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -263359.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -263401.468750 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -263401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -263426.781250 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -263426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -263454.468750 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -263454.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -263472.968750 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -263473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -263485.750000 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -263485.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -263499.250000 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -263499.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -263512.156250 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -263512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -263526.593750 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -263526.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -263535.062500 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -263535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -263539.750000 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -263539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -263545.906250 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -263545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -263551.625000 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -263551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -263556.125000 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -263556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -263557.718750 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -263557.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -263560.468750 Penalty: 3716.132812
	Iteration 26Q: 3 clusters Score -263560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -263566.406250 Penalty: 3716.132812
	Iteration 27Q: 3 clusters Score -263566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -263569.593750 Penalty: 3716.132812
	Iteration 28Q: 3 clusters Score -263569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -263571.968750 Penalty: 3716.132812
	Iteration 29Q: 3 clusters Score -263572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -263571.968750 Penalty: 3716.132812
	Iteration 30F: 3 clusters Score -263572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -278293.062500 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -278293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -275790.843750 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -275790.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -276317.250000 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -276317.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -276526.468750 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -276526.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -276665.031250 Penalty: 3738.829346
	Iteration 3F: 3 clusters Score -276665 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -276819.812500 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -276819.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -277008.906250 Penalty: 3738.829346
	Iteration 5F: 3 clusters Score -277008.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -277168.687500 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -277168.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -277271.843750 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -277271.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -277341.062500 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -277341.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -277398.468750 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -277398.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -277447.625000 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -277447.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -277472.562500 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -277472.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -277489.375000 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -277489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -277508.062500 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -277508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -277521.343750 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -277521.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -277532.687500 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -277532.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277544.156250 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -277544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277547.218750 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -277547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -277548.437500 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -277548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277550.906250 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -277550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277551.187500 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -277551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Entering Unmasked Estep 
Score: -1572505.000000 Penalty: 2299.619141
	Iteration 0F: 2 clusters Score -1572505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1564401.625000 Penalty: 4599.238281
	Iteration 0F: 3 clusters Score -1564402 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1566656.500000 Penalty: 4599.238281
	Iteration 1F: 3 clusters Score -1566656 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1566948.250000 Penalty: 4599.238281
	Iteration 2F: 3 clusters Score -1566948 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1567167.375000 Penalty: 4599.238281
	Iteration 3Q: 3 clusters Score -1567167 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1567344.875000 Penalty: 4599.238281
	Iteration 4Q: 3 clusters Score -1567345 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1567480.875000 Penalty: 4599.238281
	Iteration 5Q: 3 clusters Score -1567481 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1567628.250000 Penalty: 4599.238281
	Iteration 6Q: 3 clusters Score -1567628 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1567763.250000 Penalty: 4599.238281
	Iteration 7Q: 3 clusters Score -1567763 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1567910.000000 Penalty: 4599.238281
	Iteration 8Q: 3 clusters Score -1567910 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1568064.375000 Penalty: 4599.238281
	Iteration 9Q: 3 clusters Score -1568064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1568241.875000 Penalty: 4599.238281
	Iteration 10Q: 3 clusters Score -1568242 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1568421.250000 Penalty: 4599.238281
	Iteration 11Q: 3 clusters Score -1568421 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1568645.750000 Penalty: 4599.238281
	Iteration 12Q: 3 clusters Score -1568646 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1568892.250000 Penalty: 4599.238281
	Iteration 13Q: 3 clusters Score -1568892 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1569143.250000 Penalty: 4599.238281
	Iteration 14Q: 3 clusters Score -1569143 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1569382.125000 Penalty: 4599.238281
	Iteration 15Q: 3 clusters Score -1569382 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1569612.125000 Penalty: 4599.238281
	Iteration 16Q: 3 clusters Score -1569612 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1569805.250000 Penalty: 4599.238281
	Iteration 17Q: 3 clusters Score -1569805 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1569971.500000 Penalty: 4599.238281
	Iteration 18Q: 3 clusters Score -1569972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1570106.375000 Penalty: 4599.238281
	Iteration 19Q: 3 clusters Score -1570106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1570195.750000 Penalty: 4599.238281
	Iteration 20F: 3 clusters Score -1570196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1570282.000000 Penalty: 4599.238281
	Iteration 21Q: 3 clusters Score -1570282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1570347.125000 Penalty: 4599.238281
	Iteration 22Q: 3 clusters Score -1570347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1570386.250000 Penalty: 4599.238281
	Iteration 23Q: 3 clusters Score -1570386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1570414.625000 Penalty: 4599.238281
	Iteration 24Q: 3 clusters Score -1570415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1570444.625000 Penalty: 4599.238281
	Iteration 25Q: 3 clusters Score -1570445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1570463.875000 Penalty: 4599.238281
	Iteration 26Q: 3 clusters Score -1570464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1570475.750000 Penalty: 4599.238281
	Iteration 27Q: 3 clusters Score -1570476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1570484.000000 Penalty: 4599.238281
	Iteration 28Q: 3 clusters Score -1570484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1570493.750000 Penalty: 4599.238281
	Iteration 29Q: 3 clusters Score -1570494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1570511.875000 Penalty: 4599.238281
	Iteration 30Q: 3 clusters Score -1570512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1570518.875000 Penalty: 4599.238281
	Iteration 31Q: 3 clusters Score -1570519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1570536.375000 Penalty: 4599.238281
	Iteration 32Q: 3 clusters Score -1570536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1570542.250000 Penalty: 4599.238281
	Iteration 33Q: 3 clusters Score -1570542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1570549.000000 Penalty: 4599.238281
	Iteration 34Q: 3 clusters Score -1570549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1570556.625000 Penalty: 4599.238281
	Iteration 35Q: 3 clusters Score -1570557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1570563.125000 Penalty: 4599.238281
	Iteration 36Q: 3 clusters Score -1570563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1570566.750000 Penalty: 4599.238281
	Iteration 37Q: 3 clusters Score -1570567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1570568.500000 Penalty: 4599.238281
	Iteration 38Q: 3 clusters Score -1570568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1570569.375000 Penalty: 4599.238281
	Iteration 39Q: 3 clusters Score -1570569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1570570.000000 Penalty: 4599.238281
	Iteration 40F: 3 clusters Score -1570570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1570572.625000 Penalty: 4599.238281
	Iteration 41Q: 3 clusters Score -1570573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1570573.250000 Penalty: 4599.238281
	Iteration 42Q: 3 clusters Score -1570573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1570577.000000 Penalty: 4599.238281
	Iteration 43Q: 3 clusters Score -1570577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1570576.750000 Penalty: 4599.238281
	Iteration 44Q: 3 clusters Score -1570577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1570577.500000 Penalty: 4599.238281
	Iteration 45Q: 3 clusters Score -1570578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1570576.750000 Penalty: 4599.238281
	Iteration 46Q: 3 clusters Score -1570577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1570576.750000 Penalty: 4599.238281
	Iteration 47F: 3 clusters Score -1570577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Entering Unmasked Estep 
Score: -2806115.250000 Penalty: 2437.987305
	Iteration 0F: 2 clusters Score -2806115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2793022.750000 Penalty: 4875.974609
	Iteration 0F: 3 clusters Score -2793023 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2797426.500000 Penalty: 4875.974609
	Iteration 1F: 3 clusters Score -2797426 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2797915.500000 Penalty: 4875.974609
	Iteration 2F: 3 clusters Score -2797916 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2798394.250000 Penalty: 4875.974609
	Iteration 3F: 3 clusters Score -2798394 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2798851.250000 Penalty: 4875.974609
	Iteration 4F: 3 clusters Score -2798851 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2799365.500000 Penalty: 4875.974609
	Iteration 5F: 3 clusters Score -2799366 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2799912.250000 Penalty: 4875.974609
	Iteration 6F: 3 clusters Score -2799912 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2800578.250000 Penalty: 4875.974609
	Iteration 7F: 3 clusters Score -2800578 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2801227.250000 Penalty: 4875.974609
	Iteration 8Q: 3 clusters Score -2801227 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2801898.250000 Penalty: 4875.974609
	Iteration 9Q: 3 clusters Score -2801898 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2802425.750000 Penalty: 4875.974609
	Iteration 10Q: 3 clusters Score -2802426 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2802819.750000 Penalty: 4875.974609
	Iteration 11Q: 3 clusters Score -2802820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2803032.500000 Penalty: 4875.974609
	Iteration 12Q: 3 clusters Score -2803032 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2803172.000000 Penalty: 4875.974609
	Iteration 13Q: 3 clusters Score -2803172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2803279.750000 Penalty: 4875.974609
	Iteration 14Q: 3 clusters Score -2803280 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2803380.500000 Penalty: 4875.974609
	Iteration 15Q: 3 clusters Score -2803380 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2803481.250000 Penalty: 4875.974609
	Iteration 16Q: 3 clusters Score -2803481 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2803574.750000 Penalty: 4875.974609
	Iteration 17Q: 3 clusters Score -2803575 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2803675.750000 Penalty: 4875.974609
	Iteration 18Q: 3 clusters Score -2803676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2803729.250000 Penalty: 4875.974609
	Iteration 19Q: 3 clusters Score -2803729 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2803789.250000 Penalty: 4875.974609
	Iteration 20F: 3 clusters Score -2803789 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2803844.500000 Penalty: 4875.974609
	Iteration 21Q: 3 clusters Score -2803844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2803893.750000 Penalty: 4875.974609
	Iteration 22Q: 3 clusters Score -2803894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2803926.000000 Penalty: 4875.974609
	Iteration 23Q: 3 clusters Score -2803926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2803951.750000 Penalty: 4875.974609
	Iteration 24Q: 3 clusters Score -2803952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2803978.000000 Penalty: 4875.974609
	Iteration 25Q: 3 clusters Score -2803978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2803993.750000 Penalty: 4875.974609
	Iteration 26Q: 3 clusters Score -2803994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2803996.500000 Penalty: 4875.974609
	Iteration 27Q: 3 clusters Score -2803996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2804006.000000 Penalty: 4875.974609
	Iteration 28Q: 3 clusters Score -2804006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2804012.500000 Penalty: 4875.974609
	Iteration 29Q: 3 clusters Score -2804012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2804022.500000 Penalty: 4875.974609
	Iteration 30Q: 3 clusters Score -2804022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2804031.750000 Penalty: 4875.974609
	Iteration 31Q: 3 clusters Score -2804032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2804047.000000 Penalty: 4875.974609
	Iteration 32Q: 3 clusters Score -2804047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2804054.500000 Penalty: 4875.974609
	Iteration 33Q: 3 clusters Score -2804054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2804059.000000 Penalty: 4875.974609
	Iteration 34Q: 3 clusters Score -2804059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2804068.500000 Penalty: 4875.974609
	Iteration 35Q: 3 clusters Score -2804068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2804075.500000 Penalty: 4875.974609
	Iteration 36Q: 3 clusters Score -2804076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2804080.750000 Penalty: 4875.974609
	Iteration 37Q: 3 clusters Score -2804081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2804085.250000 Penalty: 4875.974609
	Iteration 38Q: 3 clusters Score -2804085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2804087.500000 Penalty: 4875.974609
	Iteration 39Q: 3 clusters Score -2804088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2804088.250000 Penalty: 4875.974609
	Iteration 40F: 3 clusters Score -2804088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2804089.750000 Penalty: 4875.974609
	Iteration 41Q: 3 clusters Score -2804090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2804089.250000 Penalty: 4875.974609
	Iteration 42Q: 3 clusters Score -2804089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2804091.250000 Penalty: 4875.974609
	Iteration 43Q: 3 clusters Score -2804091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2804093.500000 Penalty: 4875.974609
	Iteration 44Q: 3 clusters Score -2804094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2804096.750000 Penalty: 4875.974609
	Iteration 45Q: 3 clusters Score -2804097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2804093.000000 Penalty: 4875.974609
	Iteration 46Q: 3 clusters Score -2804093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2804092.500000 Penalty: 4875.974609
	Iteration 47Q: 3 clusters Score -2804092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2804097.500000 Penalty: 4875.974609
	Iteration 48Q: 3 clusters Score -2804098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2804097.500000 Penalty: 4875.974609
	Iteration 49Q: 3 clusters Score -2804098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2804102.750000 Penalty: 4875.974609
	Iteration 50Q: 3 clusters Score -2804103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2804104.750000 Penalty: 4875.974609
	Iteration 51Q: 3 clusters Score -2804105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2804106.500000 Penalty: 4875.974609
	Iteration 52Q: 3 clusters Score -2804106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2804107.500000 Penalty: 4875.974609
	Iteration 53Q: 3 clusters Score -2804108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2804108.000000 Penalty: 4875.974609
	Iteration 54Q: 3 clusters Score -2804108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2804118.000000 Penalty: 4875.974609
	Iteration 55Q: 3 clusters Score -2804118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2804124.000000 Penalty: 4875.974609
	Iteration 56Q: 3 clusters Score -2804124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2804121.000000 Penalty: 4875.974609
	Iteration 57Q: 3 clusters Score -2804121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2804122.000000 Penalty: 4875.974609
	Iteration 58Q: 3 clusters Score -2804122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2804124.750000 Penalty: 4875.974609
	Iteration 59Q: 3 clusters Score -2804125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2804121.750000 Penalty: 4875.974609
	Iteration 60F: 3 clusters Score -2804122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2804125.000000 Penalty: 4875.974609
	Iteration 61Q: 3 clusters Score -2804125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2804123.250000 Penalty: 4875.974609
	Iteration 62Q: 3 clusters Score -2804123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2804126.750000 Penalty: 4875.974609
	Iteration 63Q: 3 clusters Score -2804127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2804128.500000 Penalty: 4875.974609
	Iteration 64Q: 3 clusters Score -2804128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2804130.750000 Penalty: 4875.974609
	Iteration 65Q: 3 clusters Score -2804131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2804133.500000 Penalty: 4875.974609
	Iteration 66Q: 3 clusters Score -2804134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2804129.500000 Penalty: 4875.974609
	Iteration 67Q: 3 clusters Score -2804130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2804136.750000 Penalty: 4875.974609
	Iteration 68Q: 3 clusters Score -2804137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2804140.750000 Penalty: 4875.974609
	Iteration 69Q: 3 clusters Score -2804141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2804142.750000 Penalty: 4875.974609
	Iteration 70Q: 3 clusters Score -2804143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2804145.000000 Penalty: 4875.974609
	Iteration 71Q: 3 clusters Score -2804145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2804144.250000 Penalty: 4875.974609
	Iteration 72Q: 3 clusters Score -2804144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2804143.000000 Penalty: 4875.974609
	Iteration 73Q: 3 clusters Score -2804143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2804143.000000 Penalty: 4875.974609
	Iteration 74F: 3 clusters Score -2804143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Entering Unmasked Estep 
Score: -1975027.500000 Penalty: 2364.902344
	Iteration 0F: 2 clusters Score -1975028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1964963.250000 Penalty: 4729.804688
	Iteration 0F: 3 clusters Score -1964963 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1968177.875000 Penalty: 4729.804688
	Iteration 1F: 3 clusters Score -1968178 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1968608.875000 Penalty: 4729.804688
	Iteration 2F: 3 clusters Score -1968609 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1969036.000000 Penalty: 4729.804688
	Iteration 3F: 3 clusters Score -1969036 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1969548.000000 Penalty: 4729.804688
	Iteration 4F: 3 clusters Score -1969548 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1970143.750000 Penalty: 4729.804688
	Iteration 5F: 3 clusters Score -1970144 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1970836.250000 Penalty: 4729.804688
	Iteration 6F: 3 clusters Score -1970836 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1971653.250000 Penalty: 4729.804688
	Iteration 7F: 3 clusters Score -1971653 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1972524.500000 Penalty: 4729.804688
	Iteration 8F: 3 clusters Score -1972524 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1973306.250000 Penalty: 4729.804688
	Iteration 9F: 3 clusters Score -1973306 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1973852.875000 Penalty: 4729.804688
	Iteration 10Q: 3 clusters Score -1973853 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1974156.375000 Penalty: 4729.804688
	Iteration 11Q: 3 clusters Score -1974156 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1974337.750000 Penalty: 4729.804688
	Iteration 12Q: 3 clusters Score -1974338 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1974448.125000 Penalty: 4729.804688
	Iteration 13Q: 3 clusters Score -1974448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1974518.750000 Penalty: 4729.804688
	Iteration 14Q: 3 clusters Score -1974519 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1974555.625000 Penalty: 4729.804688
	Iteration 15Q: 3 clusters Score -1974556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1974576.125000 Penalty: 4729.804688
	Iteration 16Q: 3 clusters Score -1974576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1974603.000000 Penalty: 4729.804688
	Iteration 17Q: 3 clusters Score -1974603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1974625.625000 Penalty: 4729.804688
	Iteration 18Q: 3 clusters Score -1974626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1974644.125000 Penalty: 4729.804688
	Iteration 19Q: 3 clusters Score -1974644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1974652.625000 Penalty: 4729.804688
	Iteration 20F: 3 clusters Score -1974653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1974657.750000 Penalty: 4729.804688
	Iteration 21Q: 3 clusters Score -1974658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1974670.375000 Penalty: 4729.804688
	Iteration 22Q: 3 clusters Score -1974670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1974679.875000 Penalty: 4729.804688
	Iteration 23Q: 3 clusters Score -1974680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1974680.375000 Penalty: 4729.804688
	Iteration 24Q: 3 clusters Score -1974680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1974685.875000 Penalty: 4729.804688
	Iteration 25Q: 3 clusters Score -1974686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1974684.375000 Penalty: 4729.804688
	Iteration 26Q: 3 clusters Score -1974684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1974686.250000 Penalty: 4729.804688
	Iteration 27Q: 3 clusters Score -1974686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1974684.875000 Penalty: 4729.804688
	Iteration 28Q: 3 clusters Score -1974685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1974685.250000 Penalty: 4729.804688
	Iteration 29Q: 3 clusters Score -1974685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1974688.250000 Penalty: 4729.804688
	Iteration 30Q: 3 clusters Score -1974688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1974688.250000 Penalty: 4729.804688
	Iteration 31F: 3 clusters Score -1974688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -867132.625000 Penalty: 2168.197998
	Iteration 0F: 2 clusters Score -867132.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -861852.437500 Penalty: 4336.395996
	Iteration 0F: 3 clusters Score -861852.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -863366.000000 Penalty: 4336.395996
	Iteration 1F: 3 clusters Score -863366 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -863756.562500 Penalty: 4336.395996
	Iteration 2F: 3 clusters Score -863756.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -864059.937500 Penalty: 4336.395996
	Iteration 3F: 3 clusters Score -864059.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -864339.375000 Penalty: 4336.395996
	Iteration 4F: 3 clusters Score -864339.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -864569.312500 Penalty: 4336.395996
	Iteration 5F: 3 clusters Score -864569.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -864776.750000 Penalty: 4336.395996
	Iteration 6Q: 3 clusters Score -864776.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -864968.875000 Penalty: 4336.395996
	Iteration 7Q: 3 clusters Score -864968.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -865121.937500 Penalty: 4336.395996
	Iteration 8Q: 3 clusters Score -865121.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -865252.062500 Penalty: 4336.395996
	Iteration 9Q: 3 clusters Score -865252.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -865344.750000 Penalty: 4336.395996
	Iteration 10Q: 3 clusters Score -865344.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -865405.375000 Penalty: 4336.395996
	Iteration 11Q: 3 clusters Score -865405.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -865450.437500 Penalty: 4336.395996
	Iteration 12Q: 3 clusters Score -865450.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -865491.250000 Penalty: 4336.395996
	Iteration 13Q: 3 clusters Score -865491.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -865520.375000 Penalty: 4336.395996
	Iteration 14Q: 3 clusters Score -865520.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -865536.875000 Penalty: 4336.395996
	Iteration 15Q: 3 clusters Score -865536.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -865546.125000 Penalty: 4336.395996
	Iteration 16Q: 3 clusters Score -865546.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -865558.562500 Penalty: 4336.395996
	Iteration 17Q: 3 clusters Score -865558.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -865567.187500 Penalty: 4336.395996
	Iteration 18Q: 3 clusters Score -865567.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -865575.625000 Penalty: 4336.395996
	Iteration 19Q: 3 clusters Score -865575.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -865586.687500 Penalty: 4336.395996
	Iteration 20F: 3 clusters Score -865586.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -865605.937500 Penalty: 4336.395996
	Iteration 21Q: 3 clusters Score -865605.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -865627.250000 Penalty: 4336.395996
	Iteration 22Q: 3 clusters Score -865627.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -865653.875000 Penalty: 4336.395996
	Iteration 23Q: 3 clusters Score -865653.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -865677.750000 Penalty: 4336.395996
	Iteration 24Q: 3 clusters Score -865677.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -865711.000000 Penalty: 4336.395996
	Iteration 25Q: 3 clusters Score -865711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -865742.062500 Penalty: 4336.395996
	Iteration 26Q: 3 clusters Score -865742.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -865782.437500 Penalty: 4336.395996
	Iteration 27Q: 3 clusters Score -865782.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -865818.875000 Penalty: 4336.395996
	Iteration 28Q: 3 clusters Score -865818.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -865867.312500 Penalty: 4336.395996
	Iteration 29Q: 3 clusters Score -865867.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -865907.500000 Penalty: 4336.395996
	Iteration 30Q: 3 clusters Score -865907.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -865944.875000 Penalty: 4336.395996
	Iteration 31Q: 3 clusters Score -865944.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -865968.625000 Penalty: 4336.395996
	Iteration 32Q: 3 clusters Score -865968.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -865977.625000 Penalty: 4336.395996
	Iteration 33Q: 3 clusters Score -865977.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -865981.750000 Penalty: 4336.395996
	Iteration 34Q: 3 clusters Score -865981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -865983.812500 Penalty: 4336.395996
	Iteration 35Q: 3 clusters Score -865983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -865985.937500 Penalty: 4336.395996
	Iteration 36Q: 3 clusters Score -865985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -865988.312500 Penalty: 4336.395996
	Iteration 37Q: 3 clusters Score -865988.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -865990.812500 Penalty: 4336.395996
	Iteration 38Q: 3 clusters Score -865990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -865991.375000 Penalty: 4336.395996
	Iteration 39Q: 3 clusters Score -865991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -865991.562500 Penalty: 4336.395996
	Iteration 40F: 3 clusters Score -865991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -865991.562500 Penalty: 4336.395996
	Iteration 41Q: 3 clusters Score -865991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -865993.187500 Penalty: 4336.395996
	Iteration 42Q: 3 clusters Score -865993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -865992.562500 Penalty: 4336.395996
	Iteration 43Q: 3 clusters Score -865992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -865995.062500 Penalty: 4336.395996
	Iteration 44Q: 3 clusters Score -865995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -865996.687500 Penalty: 4336.395996
	Iteration 45Q: 3 clusters Score -865996.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -865995.250000 Penalty: 4336.395996
	Iteration 46Q: 3 clusters Score -865995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -865997.062500 Penalty: 4336.395996
	Iteration 47Q: 3 clusters Score -865997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -865997.125000 Penalty: 4336.395996
	Iteration 48Q: 3 clusters Score -865997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -866000.125000 Penalty: 4336.395996
	Iteration 49Q: 3 clusters Score -866000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -866000.125000 Penalty: 4336.395996
	Iteration 50F: 3 clusters Score -866000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -41806.656250 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -41806.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40544.335938 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -40544.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40674.421875 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -40674.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40718.242188 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -40718.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40733.050781 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -40733.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40739.335938 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -40739.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40742.011719 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -40742.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40742.011719 Penalty: 2864.177490
	Iteration 6F: 3 clusters Score -40742.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (194052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Entering Unmasked Estep 
Score: -29004602.000000 Penalty: 3019.618652
	Iteration 0F: 2 clusters Score -2.90046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 97192 members 
Entering Unmasked Estep 
Score: -28876652.000000 Penalty: 6039.237305
	Iteration 0F: 3 clusters Score -2.887665e+07 nChanged 93110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -28930768.000000 Penalty: 6039.237305
	Iteration 1F: 3 clusters Score -2.893077e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -28931614.000000 Penalty: 6039.237305
	Iteration 2Q: 3 clusters Score -2.893161e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -28932602.000000 Penalty: 6039.237305
	Iteration 3Q: 3 clusters Score -2.89326e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 108003 members 
Entering Unmasked Estep 
Score: -28933882.000000 Penalty: 6039.237305
	Iteration 4Q: 3 clusters Score -2.893388e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
Score: -28936254.000000 Penalty: 6039.237305
	Iteration 5Q: 3 clusters Score -2.893625e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -28941108.000000 Penalty: 6039.237305
	Iteration 6F: 3 clusters Score -2.894111e+07 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 137552 members 
Entering Unmasked Estep 
Score: -28950364.000000 Penalty: 6039.237305
	Iteration 7F: 3 clusters Score -2.895036e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 154868 members 
Entering Unmasked Estep 
Score: -28964954.000000 Penalty: 6039.237305
	Iteration 8F: 3 clusters Score -2.896495e+07 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -28981190.000000 Penalty: 6039.237305
	Iteration 9F: 3 clusters Score -2.898119e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -28993284.000000 Penalty: 6039.237305
	Iteration 10F: 3 clusters Score -2.899328e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 190871 members 
Entering Unmasked Estep 
Score: -28998872.000000 Penalty: 6039.237305
	Iteration 11Q: 3 clusters Score -2.899887e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 192983 members 
Entering Unmasked Estep 
Score: -29000796.000000 Penalty: 6039.237305
	Iteration 12Q: 3 clusters Score -2.90008e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 193597 members 
Entering Unmasked Estep 
Score: -29001480.000000 Penalty: 6039.237305
	Iteration 13Q: 3 clusters Score -2.900148e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 193743 members 
Entering Unmasked Estep 
Score: -29001664.000000 Penalty: 6039.237305
	Iteration 14Q: 3 clusters Score -2.900166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 193788 members 
Entering Unmasked Estep 
Score: -29001756.000000 Penalty: 6039.237305
	Iteration 15Q: 3 clusters Score -2.900176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 193803 members 
Entering Unmasked Estep 
Score: -29001814.000000 Penalty: 6039.237305
	Iteration 16Q: 3 clusters Score -2.900181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 193810 members 
Entering Unmasked Estep 
Score: -29001820.000000 Penalty: 6039.237305
	Iteration 17Q: 3 clusters Score -2.900182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193816 members 
Entering Unmasked Estep 
Score: -29001848.000000 Penalty: 6039.237305
	Iteration 18Q: 3 clusters Score -2.900185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193821 members 
Entering Unmasked Estep 
Score: -29001854.000000 Penalty: 6039.237305
	Iteration 19Q: 3 clusters Score -2.900185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193824 members 
Entering Unmasked Estep 
Score: -29001862.000000 Penalty: 6039.237305
	Iteration 20F: 3 clusters Score -2.900186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193825 members 
Entering Unmasked Estep 
Score: -29001844.000000 Penalty: 6039.237305
	Iteration 21Q: 3 clusters Score -2.900184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193826 members 
Entering Unmasked Estep 
Score: -29001860.000000 Penalty: 6039.237305
	Iteration 22Q: 3 clusters Score -2.900186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193825 members 
Entering Unmasked Estep 
Score: -29001840.000000 Penalty: 6039.237305
	Iteration 23Q: 3 clusters Score -2.900184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193824 members 
Entering Unmasked Estep 
Score: -29001846.000000 Penalty: 6039.237305
	Iteration 24Q: 3 clusters Score -2.900185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193824 members 
Entering Unmasked Estep 
Score: -29001846.000000 Penalty: 6039.237305
	Iteration 25F: 3 clusters Score -2.900185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -38505.546875 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -38505.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37304.824219 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -37304.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37432.972656 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -37432.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37493.203125 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -37493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37531.058594 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -37531.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37567.546875 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -37567.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37576.511719 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -37576.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37576.511719 Penalty: 2827.420166
	Iteration 6F: 3 clusters Score -37576.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -195292.921875 Penalty: 1841.488770
	Iteration 0F: 2 clusters Score -195292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192951.203125 Penalty: 3682.977539
	Iteration 0F: 3 clusters Score -192951.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -193348.843750 Penalty: 3682.977539
	Iteration 1F: 3 clusters Score -193348.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -193536.187500 Penalty: 3682.977539
	Iteration 2F: 3 clusters Score -193536.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -193669.812500 Penalty: 3682.977539
	Iteration 3F: 3 clusters Score -193669.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193813.093750 Penalty: 3682.977539
	Iteration 4F: 3 clusters Score -193813.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -193969.953125 Penalty: 3682.977539
	Iteration 5F: 3 clusters Score -193970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -194120.187500 Penalty: 3682.977539
	Iteration 6F: 3 clusters Score -194120.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -194253.578125 Penalty: 3682.977539
	Iteration 7Q: 3 clusters Score -194253.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -194343.656250 Penalty: 3682.977539
	Iteration 8Q: 3 clusters Score -194343.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194409.703125 Penalty: 3682.977539
	Iteration 9Q: 3 clusters Score -194409.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -194460.078125 Penalty: 3682.977539
	Iteration 10Q: 3 clusters Score -194460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -194482.078125 Penalty: 3682.977539
	Iteration 11Q: 3 clusters Score -194482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -194497.296875 Penalty: 3682.977539
	Iteration 12Q: 3 clusters Score -194497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -194504.046875 Penalty: 3682.977539
	Iteration 13Q: 3 clusters Score -194504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -194512.218750 Penalty: 3682.977539
	Iteration 14Q: 3 clusters Score -194512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -194519.156250 Penalty: 3682.977539
	Iteration 15Q: 3 clusters Score -194519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -194522.125000 Penalty: 3682.977539
	Iteration 16Q: 3 clusters Score -194522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -194526.734375 Penalty: 3682.977539
	Iteration 17Q: 3 clusters Score -194526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -194529.375000 Penalty: 3682.977539
	Iteration 18Q: 3 clusters Score -194529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -194542.593750 Penalty: 3682.977539
	Iteration 19F: 3 clusters Score -194542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -194574.125000 Penalty: 3682.977539
	Iteration 20F: 3 clusters Score -194574.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194577.343750 Penalty: 3682.977539
	Iteration 21Q: 3 clusters Score -194577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -194577.750000 Penalty: 3682.977539
	Iteration 22Q: 3 clusters Score -194577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194583.015625 Penalty: 3682.977539
	Iteration 23Q: 3 clusters Score -194583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -194585.343750 Penalty: 3682.977539
	Iteration 24Q: 3 clusters Score -194585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194586.453125 Penalty: 3682.977539
	Iteration 25Q: 3 clusters Score -194586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -194587.468750 Penalty: 3682.977539
	Iteration 26Q: 3 clusters Score -194587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194588.234375 Penalty: 3682.977539
	Iteration 27Q: 3 clusters Score -194588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -194590.062500 Penalty: 3682.977539
	Iteration 28Q: 3 clusters Score -194590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194594.781250 Penalty: 3682.977539
	Iteration 29Q: 3 clusters Score -194594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194599.796875 Penalty: 3682.977539
	Iteration 30Q: 3 clusters Score -194599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194603.125000 Penalty: 3682.977539
	Iteration 31Q: 3 clusters Score -194603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194603.812500 Penalty: 3682.977539
	Iteration 32Q: 3 clusters Score -194603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194605.593750 Penalty: 3682.977539
	Iteration 33Q: 3 clusters Score -194605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -194606.593750 Penalty: 3682.977539
	Iteration 34Q: 3 clusters Score -194606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194607.125000 Penalty: 3682.977539
	Iteration 35Q: 3 clusters Score -194607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -194607.156250 Penalty: 3682.977539
	Iteration 36Q: 3 clusters Score -194607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -194607.156250 Penalty: 3682.977539
	Iteration 37F: 3 clusters Score -194607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -743941.000000 Penalty: 2125.306885
	Iteration 0F: 2 clusters Score -743941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -739281.375000 Penalty: 4250.613770
	Iteration 0F: 3 clusters Score -739281.4 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -740391.187500 Penalty: 4250.613770
	Iteration 1F: 3 clusters Score -740391.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -740565.187500 Penalty: 4250.613770
	Iteration 2F: 3 clusters Score -740565.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -740666.500000 Penalty: 4250.613770
	Iteration 3Q: 3 clusters Score -740666.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -740736.562500 Penalty: 4250.613770
	Iteration 4Q: 3 clusters Score -740736.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -740791.875000 Penalty: 4250.613770
	Iteration 5Q: 3 clusters Score -740791.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -740834.750000 Penalty: 4250.613770
	Iteration 6Q: 3 clusters Score -740834.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -740868.750000 Penalty: 4250.613770
	Iteration 7Q: 3 clusters Score -740868.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -740909.937500 Penalty: 4250.613770
	Iteration 8Q: 3 clusters Score -740909.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -740945.250000 Penalty: 4250.613770
	Iteration 9Q: 3 clusters Score -740945.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -740987.437500 Penalty: 4250.613770
	Iteration 10Q: 3 clusters Score -740987.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -741020.687500 Penalty: 4250.613770
	Iteration 11Q: 3 clusters Score -741020.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -741051.937500 Penalty: 4250.613770
	Iteration 12Q: 3 clusters Score -741051.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -741080.000000 Penalty: 4250.613770
	Iteration 13Q: 3 clusters Score -741080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -741107.375000 Penalty: 4250.613770
	Iteration 14Q: 3 clusters Score -741107.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -741127.687500 Penalty: 4250.613770
	Iteration 15Q: 3 clusters Score -741127.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -741151.375000 Penalty: 4250.613770
	Iteration 16Q: 3 clusters Score -741151.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -741174.937500 Penalty: 4250.613770
	Iteration 17Q: 3 clusters Score -741174.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -741208.750000 Penalty: 4250.613770
	Iteration 18Q: 3 clusters Score -741208.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -741252.937500 Penalty: 4250.613770
	Iteration 19Q: 3 clusters Score -741252.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -741290.937500 Penalty: 4250.613770
	Iteration 20F: 3 clusters Score -741290.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -741342.437500 Penalty: 4250.613770
	Iteration 21Q: 3 clusters Score -741342.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -741385.562500 Penalty: 4250.613770
	Iteration 22Q: 3 clusters Score -741385.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -741431.000000 Penalty: 4250.613770
	Iteration 23Q: 3 clusters Score -741431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -741487.562500 Penalty: 4250.613770
	Iteration 24Q: 3 clusters Score -741487.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -741556.625000 Penalty: 4250.613770
	Iteration 25Q: 3 clusters Score -741556.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -741637.000000 Penalty: 4250.613770
	Iteration 26Q: 3 clusters Score -741637 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -741715.937500 Penalty: 4250.613770
	Iteration 27Q: 3 clusters Score -741715.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -741780.625000 Penalty: 4250.613770
	Iteration 28Q: 3 clusters Score -741780.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -741842.062500 Penalty: 4250.613770
	Iteration 29Q: 3 clusters Score -741842.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -741883.562500 Penalty: 4250.613770
	Iteration 30Q: 3 clusters Score -741883.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -741918.750000 Penalty: 4250.613770
	Iteration 31Q: 3 clusters Score -741918.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -741947.000000 Penalty: 4250.613770
	Iteration 32Q: 3 clusters Score -741947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -741976.187500 Penalty: 4250.613770
	Iteration 33Q: 3 clusters Score -741976.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -741997.000000 Penalty: 4250.613770
	Iteration 34Q: 3 clusters Score -741997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -742024.375000 Penalty: 4250.613770
	Iteration 35Q: 3 clusters Score -742024.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -742039.437500 Penalty: 4250.613770
	Iteration 36Q: 3 clusters Score -742039.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -742053.500000 Penalty: 4250.613770
	Iteration 37Q: 3 clusters Score -742053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -742064.625000 Penalty: 4250.613770
	Iteration 38Q: 3 clusters Score -742064.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -742076.687500 Penalty: 4250.613770
	Iteration 39Q: 3 clusters Score -742076.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -742094.062500 Penalty: 4250.613770
	Iteration 40F: 3 clusters Score -742094.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -742106.250000 Penalty: 4250.613770
	Iteration 41Q: 3 clusters Score -742106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -742115.062500 Penalty: 4250.613770
	Iteration 42Q: 3 clusters Score -742115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -742119.187500 Penalty: 4250.613770
	Iteration 43Q: 3 clusters Score -742119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -742126.625000 Penalty: 4250.613770
	Iteration 44Q: 3 clusters Score -742126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -742130.750000 Penalty: 4250.613770
	Iteration 45Q: 3 clusters Score -742130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -742132.187500 Penalty: 4250.613770
	Iteration 46Q: 3 clusters Score -742132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -742132.187500 Penalty: 4250.613770
	Iteration 47F: 3 clusters Score -742132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Entering Unmasked Estep 
Score: -5002884.000000 Penalty: 2586.556885
	Iteration 0F: 2 clusters Score -5002884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4979757.500000 Penalty: 5173.113770
	Iteration 0F: 3 clusters Score -4979758 nChanged 15372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4987995.500000 Penalty: 5173.113770
	Iteration 1F: 3 clusters Score -4987996 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4988394.000000 Penalty: 5173.113770
	Iteration 2Q: 3 clusters Score -4988394 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4988777.500000 Penalty: 5173.113770
	Iteration 3Q: 3 clusters Score -4988778 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4989055.000000 Penalty: 5173.113770
	Iteration 4Q: 3 clusters Score -4989055 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4989311.500000 Penalty: 5173.113770
	Iteration 5Q: 3 clusters Score -4989312 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4989580.500000 Penalty: 5173.113770
	Iteration 6Q: 3 clusters Score -4989580 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4989839.000000 Penalty: 5173.113770
	Iteration 7Q: 3 clusters Score -4989839 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4990167.000000 Penalty: 5173.113770
	Iteration 8Q: 3 clusters Score -4990167 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4990505.000000 Penalty: 5173.113770
	Iteration 9Q: 3 clusters Score -4990505 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4990929.500000 Penalty: 5173.113770
	Iteration 10Q: 3 clusters Score -4990930 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4991492.500000 Penalty: 5173.113770
	Iteration 11Q: 3 clusters Score -4991492 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4992149.000000 Penalty: 5173.113770
	Iteration 12Q: 3 clusters Score -4992149 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4993069.000000 Penalty: 5173.113770
	Iteration 13Q: 3 clusters Score -4993069 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4994168.000000 Penalty: 5173.113770
	Iteration 14Q: 3 clusters Score -4994168 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4995248.000000 Penalty: 5173.113770
	Iteration 15Q: 3 clusters Score -4995248 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4996061.500000 Penalty: 5173.113770
	Iteration 16Q: 3 clusters Score -4996062 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4996643.500000 Penalty: 5173.113770
	Iteration 17Q: 3 clusters Score -4996644 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4997083.500000 Penalty: 5173.113770
	Iteration 18Q: 3 clusters Score -4997084 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -4997396.000000 Penalty: 5173.113770
	Iteration 19Q: 3 clusters Score -4997396 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -4997658.500000 Penalty: 5173.113770
	Iteration 20F: 3 clusters Score -4997658 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4997923.500000 Penalty: 5173.113770
	Iteration 21Q: 3 clusters Score -4997924 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4998119.500000 Penalty: 5173.113770
	Iteration 22Q: 3 clusters Score -4998120 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4998363.500000 Penalty: 5173.113770
	Iteration 23Q: 3 clusters Score -4998364 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4998607.500000 Penalty: 5173.113770
	Iteration 24Q: 3 clusters Score -4998608 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4998809.500000 Penalty: 5173.113770
	Iteration 25Q: 3 clusters Score -4998810 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4999042.000000 Penalty: 5173.113770
	Iteration 26Q: 3 clusters Score -4999042 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4999262.500000 Penalty: 5173.113770
	Iteration 27Q: 3 clusters Score -4999262 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4999467.000000 Penalty: 5173.113770
	Iteration 28Q: 3 clusters Score -4999467 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4999634.500000 Penalty: 5173.113770
	Iteration 29Q: 3 clusters Score -4999634 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4999789.500000 Penalty: 5173.113770
	Iteration 30Q: 3 clusters Score -4999790 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4999942.000000 Penalty: 5173.113770
	Iteration 31Q: 3 clusters Score -4999942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5000031.000000 Penalty: 5173.113770
	Iteration 32Q: 3 clusters Score -5000031 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5000130.500000 Penalty: 5173.113770
	Iteration 33Q: 3 clusters Score -5000130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5000204.500000 Penalty: 5173.113770
	Iteration 34Q: 3 clusters Score -5000204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5000272.000000 Penalty: 5173.113770
	Iteration 35Q: 3 clusters Score -5000272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5000334.500000 Penalty: 5173.113770
	Iteration 36Q: 3 clusters Score -5000334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5000405.500000 Penalty: 5173.113770
	Iteration 37Q: 3 clusters Score -5000406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5000466.500000 Penalty: 5173.113770
	Iteration 38Q: 3 clusters Score -5000466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5000520.500000 Penalty: 5173.113770
	Iteration 39Q: 3 clusters Score -5000520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5000557.500000 Penalty: 5173.113770
	Iteration 40F: 3 clusters Score -5000558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5000576.000000 Penalty: 5173.113770
	Iteration 41Q: 3 clusters Score -5000576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5000594.500000 Penalty: 5173.113770
	Iteration 42Q: 3 clusters Score -5000594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5000601.000000 Penalty: 5173.113770
	Iteration 43Q: 3 clusters Score -5000601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5000623.000000 Penalty: 5173.113770
	Iteration 44Q: 3 clusters Score -5000623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5000628.000000 Penalty: 5173.113770
	Iteration 45Q: 3 clusters Score -5000628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5000643.500000 Penalty: 5173.113770
	Iteration 46Q: 3 clusters Score -5000644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5000641.500000 Penalty: 5173.113770
	Iteration 47Q: 3 clusters Score -5000642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5000647.000000 Penalty: 5173.113770
	Iteration 48Q: 3 clusters Score -5000647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5000651.500000 Penalty: 5173.113770
	Iteration 49Q: 3 clusters Score -5000652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5000667.500000 Penalty: 5173.113770
	Iteration 50Q: 3 clusters Score -5000668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5000668.000000 Penalty: 5173.113770
	Iteration 51Q: 3 clusters Score -5000668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5000666.500000 Penalty: 5173.113770
	Iteration 52Q: 3 clusters Score -5000666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5000669.000000 Penalty: 5173.113770
	Iteration 53Q: 3 clusters Score -5000669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5000673.500000 Penalty: 5173.113770
	Iteration 54Q: 3 clusters Score -5000674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5000676.500000 Penalty: 5173.113770
	Iteration 55Q: 3 clusters Score -5000676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5000675.500000 Penalty: 5173.113770
	Iteration 56Q: 3 clusters Score -5000676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5000677.500000 Penalty: 5173.113770
	Iteration 57Q: 3 clusters Score -5000678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5000677.000000 Penalty: 5173.113770
	Iteration 58Q: 3 clusters Score -5000677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5000683.500000 Penalty: 5173.113770
	Iteration 59Q: 3 clusters Score -5000684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5000684.500000 Penalty: 5173.113770
	Iteration 60F: 3 clusters Score -5000684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5000684.500000 Penalty: 5173.113770
	Iteration 61Q: 3 clusters Score -5000684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5000685.000000 Penalty: 5173.113770
	Iteration 62Q: 3 clusters Score -5000685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5000684.000000 Penalty: 5173.113770
	Iteration 63Q: 3 clusters Score -5000684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5000688.500000 Penalty: 5173.113770
	Iteration 64Q: 3 clusters Score -5000688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5000685.500000 Penalty: 5173.113770
	Iteration 65Q: 3 clusters Score -5000686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5000684.000000 Penalty: 5173.113770
	Iteration 66Q: 3 clusters Score -5000684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5000689.500000 Penalty: 5173.113770
	Iteration 67Q: 3 clusters Score -5000690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5000696.500000 Penalty: 5173.113770
	Iteration 68Q: 3 clusters Score -5000696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5000696.500000 Penalty: 5173.113770
	Iteration 69F: 3 clusters Score -5000696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -1044006.750000 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -1044007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1038166.312500 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -1038166 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1039614.750000 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -1039615 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1039849.687500 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -1039850 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1040031.687500 Penalty: 4402.072754
	Iteration 3Q: 3 clusters Score -1040032 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1040185.187500 Penalty: 4402.072754
	Iteration 4Q: 3 clusters Score -1040185 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1040311.562500 Penalty: 4402.072754
	Iteration 5Q: 3 clusters Score -1040312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1040436.375000 Penalty: 4402.072754
	Iteration 6Q: 3 clusters Score -1040436 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1040564.375000 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -1040564 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1040697.062500 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -1040697 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1040823.812500 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -1040824 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1040943.812500 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -1040944 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1041072.750000 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -1041073 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1041192.750000 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -1041193 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1041317.125000 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -1041317 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1041415.312500 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -1041415 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1041495.500000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -1041496 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1041557.562500 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -1041558 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1041609.750000 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -1041610 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1041660.437500 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -1041660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1041707.687500 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -1041708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1041736.812500 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -1041737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1041773.187500 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -1041773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1041808.812500 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -1041809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1041842.937500 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -1041843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1041876.250000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -1041876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1041903.250000 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -1041903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1041936.312500 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -1041936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1041955.875000 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -1041956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1041970.312500 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -1041970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1041978.500000 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -1041978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1041990.875000 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -1041991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1042003.125000 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -1042003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1042018.500000 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -1042018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1042028.750000 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -1042029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1042037.125000 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -1042037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1042044.000000 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -1042044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1042048.062500 Penalty: 4402.072754
	Iteration 36Q: 3 clusters Score -1042048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1042053.187500 Penalty: 4402.072754
	Iteration 37Q: 3 clusters Score -1042053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1042057.125000 Penalty: 4402.072754
	Iteration 38Q: 3 clusters Score -1042057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1042062.125000 Penalty: 4402.072754
	Iteration 39Q: 3 clusters Score -1042062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1042068.375000 Penalty: 4402.072754
	Iteration 40F: 3 clusters Score -1042068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1042073.812500 Penalty: 4402.072754
	Iteration 41Q: 3 clusters Score -1042074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1042080.875000 Penalty: 4402.072754
	Iteration 42Q: 3 clusters Score -1042081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1042088.937500 Penalty: 4402.072754
	Iteration 43Q: 3 clusters Score -1042089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1042091.812500 Penalty: 4402.072754
	Iteration 44Q: 3 clusters Score -1042092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1042103.000000 Penalty: 4402.072754
	Iteration 45Q: 3 clusters Score -1042103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1042112.562500 Penalty: 4402.072754
	Iteration 46Q: 3 clusters Score -1042113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1042121.687500 Penalty: 4402.072754
	Iteration 47Q: 3 clusters Score -1042122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1042128.687500 Penalty: 4402.072754
	Iteration 48Q: 3 clusters Score -1042129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1042135.937500 Penalty: 4402.072754
	Iteration 49Q: 3 clusters Score -1042136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1042148.625000 Penalty: 4402.072754
	Iteration 50Q: 3 clusters Score -1042149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1042159.500000 Penalty: 4402.072754
	Iteration 51Q: 3 clusters Score -1042160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1042169.562500 Penalty: 4402.072754
	Iteration 52Q: 3 clusters Score -1042170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1042178.125000 Penalty: 4402.072754
	Iteration 53Q: 3 clusters Score -1042178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1042189.750000 Penalty: 4402.072754
	Iteration 54Q: 3 clusters Score -1042190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1042199.125000 Penalty: 4402.072754
	Iteration 55Q: 3 clusters Score -1042199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1042208.125000 Penalty: 4402.072754
	Iteration 56Q: 3 clusters Score -1042208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1042213.000000 Penalty: 4402.072754
	Iteration 57Q: 3 clusters Score -1042213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1042224.875000 Penalty: 4402.072754
	Iteration 58Q: 3 clusters Score -1042225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1042231.000000 Penalty: 4402.072754
	Iteration 59Q: 3 clusters Score -1042231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1042232.875000 Penalty: 4402.072754
	Iteration 60F: 3 clusters Score -1042233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1042240.250000 Penalty: 4402.072754
	Iteration 61Q: 3 clusters Score -1042240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1042239.375000 Penalty: 4402.072754
	Iteration 62Q: 3 clusters Score -1042239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1042241.687500 Penalty: 4402.072754
	Iteration 63Q: 3 clusters Score -1042242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1042245.875000 Penalty: 4402.072754
	Iteration 64Q: 3 clusters Score -1042246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1042244.812500 Penalty: 4402.072754
	Iteration 65Q: 3 clusters Score -1042245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1042244.312500 Penalty: 4402.072754
	Iteration 66Q: 3 clusters Score -1042244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1042244.312500 Penalty: 4402.072754
	Iteration 67Q: 3 clusters Score -1042244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1042245.562500 Penalty: 4402.072754
	Iteration 68Q: 3 clusters Score -1042246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1042245.437500 Penalty: 4402.072754
	Iteration 69Q: 3 clusters Score -1042245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1042246.250000 Penalty: 4402.072754
	Iteration 70Q: 3 clusters Score -1042246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1042246.937500 Penalty: 4402.072754
	Iteration 71Q: 3 clusters Score -1042247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1042249.125000 Penalty: 4402.072754
	Iteration 72Q: 3 clusters Score -1042249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1042252.437500 Penalty: 4402.072754
	Iteration 73Q: 3 clusters Score -1042252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1042257.312500 Penalty: 4402.072754
	Iteration 74Q: 3 clusters Score -1042257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1042265.687500 Penalty: 4402.072754
	Iteration 75Q: 3 clusters Score -1042266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1042270.875000 Penalty: 4402.072754
	Iteration 76Q: 3 clusters Score -1042271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1042274.500000 Penalty: 4402.072754
	Iteration 77Q: 3 clusters Score -1042274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1042277.750000 Penalty: 4402.072754
	Iteration 78Q: 3 clusters Score -1042278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1042277.687500 Penalty: 4402.072754
	Iteration 79Q: 3 clusters Score -1042278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1042277.875000 Penalty: 4402.072754
	Iteration 80F: 3 clusters Score -1042278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1042277.625000 Penalty: 4402.072754
	Iteration 81Q: 3 clusters Score -1042278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1042281.125000 Penalty: 4402.072754
	Iteration 82Q: 3 clusters Score -1042281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1042280.375000 Penalty: 4402.072754
	Iteration 83Q: 3 clusters Score -1042280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1042280.375000 Penalty: 4402.072754
	Iteration 84F: 3 clusters Score -1042280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -17404.583984 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -17404.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16479.316406 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -16479.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16521.554688 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -16521.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16533.738281 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -16533.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16533.738281 Penalty: 2511.047119
	Iteration 3F: 3 clusters Score -16533.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -43215.140625 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -43215.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41912.468750 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -41912.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42049.453125 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42049.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42076.843750 Penalty: 2896.958252
	Iteration 2Q: 3 clusters Score -42076.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42083.187500 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -42083.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42097.632812 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -42097.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42106.875000 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -42106.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42117.589844 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -42117.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42127.625000 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -42127.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42140.656250 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -42140.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42146.019531 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -42146.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42155.300781 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -42155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42169.144531 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -42169.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42194.257812 Penalty: 2896.958252
	Iteration 12Q: 3 clusters Score -42194.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42230.425781 Penalty: 2896.958252
	Iteration 13Q: 3 clusters Score -42230.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42255.753906 Penalty: 2896.958252
	Iteration 14Q: 3 clusters Score -42255.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42274.167969 Penalty: 2896.958252
	Iteration 15Q: 3 clusters Score -42274.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42283.226562 Penalty: 2896.958252
	Iteration 16Q: 3 clusters Score -42283.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42283.226562 Penalty: 2896.958252
	Iteration 17F: 3 clusters Score -42283.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (137359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Entering Unmasked Estep 
Score: -20512364.000000 Penalty: 2933.927490
	Iteration 0F: 2 clusters Score -2.051236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -20422472.000000 Penalty: 5867.854980
	Iteration 0F: 3 clusters Score -2.042247e+07 nChanged 65532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -20460462.000000 Penalty: 5867.854980
	Iteration 1F: 3 clusters Score -2.046046e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -20461828.000000 Penalty: 5867.854980
	Iteration 2Q: 3 clusters Score -2.046183e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -20463782.000000 Penalty: 5867.854980
	Iteration 3Q: 3 clusters Score -2.046378e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -20465750.000000 Penalty: 5867.854980
	Iteration 4Q: 3 clusters Score -2.046575e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -20468302.000000 Penalty: 5867.854980
	Iteration 5Q: 3 clusters Score -2.04683e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -20471938.000000 Penalty: 5867.854980
	Iteration 6F: 3 clusters Score -2.047194e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -20476238.000000 Penalty: 5867.854980
	Iteration 7F: 3 clusters Score -2.047624e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -20481296.000000 Penalty: 5867.854980
	Iteration 8F: 3 clusters Score -2.04813e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -20486322.000000 Penalty: 5867.854980
	Iteration 9F: 3 clusters Score -2.048632e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -20489812.000000 Penalty: 5867.854980
	Iteration 10Q: 3 clusters Score -2.048981e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -20491418.000000 Penalty: 5867.854980
	Iteration 11Q: 3 clusters Score -2.049142e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -20492094.000000 Penalty: 5867.854980
	Iteration 12Q: 3 clusters Score -2.049209e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -20492708.000000 Penalty: 5867.854980
	Iteration 13Q: 3 clusters Score -2.049271e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -20493112.000000 Penalty: 5867.854980
	Iteration 14Q: 3 clusters Score -2.049311e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -20493532.000000 Penalty: 5867.854980
	Iteration 15Q: 3 clusters Score -2.049353e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -20493904.000000 Penalty: 5867.854980
	Iteration 16Q: 3 clusters Score -2.04939e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -20494346.000000 Penalty: 5867.854980
	Iteration 17Q: 3 clusters Score -2.049435e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -20494698.000000 Penalty: 5867.854980
	Iteration 18Q: 3 clusters Score -2.04947e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -20494996.000000 Penalty: 5867.854980
	Iteration 19Q: 3 clusters Score -2.0495e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -20495320.000000 Penalty: 5867.854980
	Iteration 20F: 3 clusters Score -2.049532e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -20495684.000000 Penalty: 5867.854980
	Iteration 21Q: 3 clusters Score -2.049568e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -20496100.000000 Penalty: 5867.854980
	Iteration 22Q: 3 clusters Score -2.04961e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -20496554.000000 Penalty: 5867.854980
	Iteration 23Q: 3 clusters Score -2.049655e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106930 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -20497052.000000 Penalty: 5867.854980
	Iteration 24Q: 3 clusters Score -2.049705e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -20497678.000000 Penalty: 5867.854980
	Iteration 25Q: 3 clusters Score -2.049768e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110233 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -20498144.000000 Penalty: 5867.854980
	Iteration 26Q: 3 clusters Score -2.049814e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111916 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -20498864.000000 Penalty: 5867.854980
	Iteration 27Q: 3 clusters Score -2.049886e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -20499748.000000 Penalty: 5867.854980
	Iteration 28Q: 3 clusters Score -2.049975e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -20500678.000000 Penalty: 5867.854980
	Iteration 29Q: 3 clusters Score -2.050068e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -20501802.000000 Penalty: 5867.854980
	Iteration 30Q: 3 clusters Score -2.05018e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120069 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -20502866.000000 Penalty: 5867.854980
	Iteration 31Q: 3 clusters Score -2.050287e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122357 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -20504064.000000 Penalty: 5867.854980
	Iteration 32Q: 3 clusters Score -2.050406e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124696 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -20505152.000000 Penalty: 5867.854980
	Iteration 33Q: 3 clusters Score -2.050515e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -20506212.000000 Penalty: 5867.854980
	Iteration 34Q: 3 clusters Score -2.050621e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129042 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -20507118.000000 Penalty: 5867.854980
	Iteration 35Q: 3 clusters Score -2.050712e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -20507938.000000 Penalty: 5867.854980
	Iteration 36Q: 3 clusters Score -2.050794e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132603 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -20508474.000000 Penalty: 5867.854980
	Iteration 37Q: 3 clusters Score -2.050847e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133886 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -20508908.000000 Penalty: 5867.854980
	Iteration 38Q: 3 clusters Score -2.050891e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -20509280.000000 Penalty: 5867.854980
	Iteration 39Q: 3 clusters Score -2.050928e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -20509488.000000 Penalty: 5867.854980
	Iteration 40F: 3 clusters Score -2.050949e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135951 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -20509686.000000 Penalty: 5867.854980
	Iteration 41Q: 3 clusters Score -2.050969e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136209 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20509826.000000 Penalty: 5867.854980
	Iteration 42Q: 3 clusters Score -2.050983e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136371 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20509908.000000 Penalty: 5867.854980
	Iteration 43Q: 3 clusters Score -2.050991e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20509950.000000 Penalty: 5867.854980
	Iteration 44Q: 3 clusters Score -2.050995e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -20509980.000000 Penalty: 5867.854980
	Iteration 45Q: 3 clusters Score -2.050998e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136630 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20510004.000000 Penalty: 5867.854980
	Iteration 46Q: 3 clusters Score -2.051e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136658 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20510040.000000 Penalty: 5867.854980
	Iteration 47Q: 3 clusters Score -2.051004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136672 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20510064.000000 Penalty: 5867.854980
	Iteration 48Q: 3 clusters Score -2.051006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -20510056.000000 Penalty: 5867.854980
	Iteration 49Q: 3 clusters Score -2.051006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20510044.000000 Penalty: 5867.854980
	Iteration 50Q: 3 clusters Score -2.051004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -20510058.000000 Penalty: 5867.854980
	Iteration 51Q: 3 clusters Score -2.051006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20510036.000000 Penalty: 5867.854980
	Iteration 52Q: 3 clusters Score -2.051004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136753 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -20510062.000000 Penalty: 5867.854980
	Iteration 53Q: 3 clusters Score -2.051006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20510082.000000 Penalty: 5867.854980
	Iteration 54Q: 3 clusters Score -2.051008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20510080.000000 Penalty: 5867.854980
	Iteration 55Q: 3 clusters Score -2.051008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20510080.000000 Penalty: 5867.854980
	Iteration 56Q: 3 clusters Score -2.051008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136771 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20510088.000000 Penalty: 5867.854980
	Iteration 57Q: 3 clusters Score -2.051009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20510082.000000 Penalty: 5867.854980
	Iteration 58Q: 3 clusters Score -2.051008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -20510094.000000 Penalty: 5867.854980
	Iteration 59Q: 3 clusters Score -2.051009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20510094.000000 Penalty: 5867.854980
	Iteration 60F: 3 clusters Score -2.051009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20510102.000000 Penalty: 5867.854980
	Iteration 61Q: 3 clusters Score -2.05101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20510102.000000 Penalty: 5867.854980
	Iteration 62F: 3 clusters Score -2.05101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -342612.156250 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -342612.2 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 1163 members 
Entering Unmasked Estep 
Score: -339746.656250 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -339746.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -340246.875000 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -340246.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -340370.718750 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -340370.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -340444.656250 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -340444.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -340494.843750 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -340494.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -340535.343750 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -340535.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -340567.500000 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -340567.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -340585.468750 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -340585.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -340598.281250 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -340598.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -340611.968750 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -340612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -340622.437500 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -340622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -340629.781250 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -340629.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -340637.500000 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -340637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -340641.125000 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -340641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -340651.562500 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -340651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -340657.187500 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -340657.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -340663.062500 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -340663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -340669.156250 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -340669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -340672.937500 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -340672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -340674.031250 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -340674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -340674.031250 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -340674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -47373.406250 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -47373.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46015.343750 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -46015.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46128.613281 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -46128.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46203.332031 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -46203.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46235.671875 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -46235.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46259.734375 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -46259.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46269.730469 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -46269.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46283.402344 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -46283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46290.015625 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -46290.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46300.855469 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -46300.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46300.855469 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -46300.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Entering Unmasked Estep 
Score: -1803222.500000 Penalty: 2334.655518
	Iteration 0F: 2 clusters Score -1803222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1794129.125000 Penalty: 4669.311035
	Iteration 0F: 3 clusters Score -1794129 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1796841.000000 Penalty: 4669.311035
	Iteration 1F: 3 clusters Score -1796841 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1797220.875000 Penalty: 4669.311035
	Iteration 2F: 3 clusters Score -1797221 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1797498.625000 Penalty: 4669.311035
	Iteration 3F: 3 clusters Score -1797499 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1797702.750000 Penalty: 4669.311035
	Iteration 4Q: 3 clusters Score -1797703 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1797878.625000 Penalty: 4669.311035
	Iteration 5Q: 3 clusters Score -1797879 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1798028.250000 Penalty: 4669.311035
	Iteration 6Q: 3 clusters Score -1798028 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1798194.625000 Penalty: 4669.311035
	Iteration 7Q: 3 clusters Score -1798195 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1798369.750000 Penalty: 4669.311035
	Iteration 8Q: 3 clusters Score -1798370 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1798537.750000 Penalty: 4669.311035
	Iteration 9Q: 3 clusters Score -1798538 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1798728.875000 Penalty: 4669.311035
	Iteration 10Q: 3 clusters Score -1798729 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1798962.500000 Penalty: 4669.311035
	Iteration 11Q: 3 clusters Score -1798962 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1799227.375000 Penalty: 4669.311035
	Iteration 12Q: 3 clusters Score -1799227 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1799526.875000 Penalty: 4669.311035
	Iteration 13Q: 3 clusters Score -1799527 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1799827.000000 Penalty: 4669.311035
	Iteration 14Q: 3 clusters Score -1799827 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1800079.000000 Penalty: 4669.311035
	Iteration 15Q: 3 clusters Score -1800079 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1800274.750000 Penalty: 4669.311035
	Iteration 16Q: 3 clusters Score -1800275 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1800397.500000 Penalty: 4669.311035
	Iteration 17Q: 3 clusters Score -1800398 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1800490.625000 Penalty: 4669.311035
	Iteration 18Q: 3 clusters Score -1800491 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1800547.375000 Penalty: 4669.311035
	Iteration 19Q: 3 clusters Score -1800547 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1800586.500000 Penalty: 4669.311035
	Iteration 20F: 3 clusters Score -1800586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1800612.000000 Penalty: 4669.311035
	Iteration 21Q: 3 clusters Score -1800612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1800634.375000 Penalty: 4669.311035
	Iteration 22Q: 3 clusters Score -1800634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1800654.250000 Penalty: 4669.311035
	Iteration 23Q: 3 clusters Score -1800654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1800672.000000 Penalty: 4669.311035
	Iteration 24Q: 3 clusters Score -1800672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1800685.875000 Penalty: 4669.311035
	Iteration 25Q: 3 clusters Score -1800686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1800698.625000 Penalty: 4669.311035
	Iteration 26Q: 3 clusters Score -1800699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1800713.875000 Penalty: 4669.311035
	Iteration 27Q: 3 clusters Score -1800714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1800711.500000 Penalty: 4669.311035
	Iteration 28Q: 3 clusters Score -1800712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1800715.875000 Penalty: 4669.311035
	Iteration 29Q: 3 clusters Score -1800716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1800717.250000 Penalty: 4669.311035
	Iteration 30Q: 3 clusters Score -1800717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1800723.625000 Penalty: 4669.311035
	Iteration 31Q: 3 clusters Score -1800724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1800727.625000 Penalty: 4669.311035
	Iteration 32Q: 3 clusters Score -1800728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1800726.875000 Penalty: 4669.311035
	Iteration 33Q: 3 clusters Score -1800727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1800729.625000 Penalty: 4669.311035
	Iteration 34Q: 3 clusters Score -1800730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1800730.625000 Penalty: 4669.311035
	Iteration 35Q: 3 clusters Score -1800731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1800735.250000 Penalty: 4669.311035
	Iteration 36Q: 3 clusters Score -1800735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1800741.625000 Penalty: 4669.311035
	Iteration 37Q: 3 clusters Score -1800742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1800741.375000 Penalty: 4669.311035
	Iteration 38Q: 3 clusters Score -1800741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1800737.750000 Penalty: 4669.311035
	Iteration 39Q: 3 clusters Score -1800738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1800739.500000 Penalty: 4669.311035
	Iteration 40F: 3 clusters Score -1800740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -61662.707031 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -61662.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60208.019531 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -60208.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60370.593750 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -60370.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60488.707031 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -60488.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60557.335938 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -60557.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60599.343750 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -60599.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60638.843750 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -60638.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60653.664062 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -60653.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60657.847656 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -60657.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60666.734375 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -60666.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60679.078125 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -60679.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60689.464844 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -60689.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60715.597656 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -60715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60749.445312 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -60749.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60786.777344 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -60786.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60820.429688 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -60820.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60846.945312 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -60846.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60861.187500 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -60861.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60867.996094 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -60868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60875.808594 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -60875.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60877.605469 Penalty: 3074.445312
	Iteration 19Q: 3 clusters Score -60877.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60879.503906 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -60879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -19043.867188 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -19043.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18062.115234 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -18062.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18097.464844 Penalty: 2526.500000
	Iteration 1Q: 3 clusters Score -18097.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18129.630859 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -18129.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18134.794922 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -18134.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18147.980469 Penalty: 2526.500000
	Iteration 4Q: 3 clusters Score -18147.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18147.980469 Penalty: 2526.500000
	Iteration 5F: 3 clusters Score -18147.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -104317.015625 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -104317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102530.750000 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -102530.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102896.062500 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -102896.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103071.125000 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -103071.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103221.640625 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -103221.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103364.992188 Penalty: 3325.389648
	Iteration 4F: 3 clusters Score -103365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103537.875000 Penalty: 3325.389648
	Iteration 5F: 3 clusters Score -103537.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103737.601562 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -103737.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -103917.890625 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -103917.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104091.281250 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -104091.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104157.960938 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -104158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104196.031250 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -104196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104239.226562 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -104239.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104358.585938 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -104358.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104505.539062 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -104505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104549.718750 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -104549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104579.132812 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -104579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104613.132812 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -104613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104633.500000 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -104633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104646.679688 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -104646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104658.117188 Penalty: 3325.389648
	Iteration 19Q: 3 clusters Score -104658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104680.304688 Penalty: 3325.389648
	Iteration 20F: 3 clusters Score -104680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104696.625000 Penalty: 3325.389648
	Iteration 21Q: 3 clusters Score -104696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104701.265625 Penalty: 3325.389648
	Iteration 22Q: 3 clusters Score -104701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104701.265625 Penalty: 3325.389648
	Iteration 23F: 3 clusters Score -104701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18594 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33849 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137359 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 525 members 
Entering Unmasked Estep 
Score: -95483640.000000 Penalty: 129624.796875
Splitting cluster 38 changes total score from -95485056.000000 to -95483640.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31988 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18594 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33849 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137359 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485120.000000 Penalty: 126301.078125
Iteration 199Q: 39 clusters Score -9.548512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7878 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18593 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33849 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137358 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485144.000000 Penalty: 126301.078125
Iteration 200F: 39 clusters Score -9.548514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18591 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194054 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5270 members 
Mstep: Class 28 contains 33849 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137359 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485152.000000 Penalty: 126301.078125
Iteration 201Q: 39 clusters Score -9.548515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18589 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194057 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5269 members 
Mstep: Class 28 contains 33849 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137361 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 202Q: 39 clusters Score -9.548518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7874 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18588 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194059 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137363 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485200.000000 Penalty: 126301.078125
Iteration 203Q: 39 clusters Score -9.54852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18588 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194056 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137367 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485160.000000 Penalty: 126301.078125
Iteration 204Q: 39 clusters Score -9.548516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18586 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194056 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137372 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485224.000000 Penalty: 126301.078125
Iteration 205Q: 39 clusters Score -9.548522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 18585 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194055 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137376 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 206Q: 39 clusters Score -9.548517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7865 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18583 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194057 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137378 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 207Q: 39 clusters Score -9.548518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7866 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18582 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194056 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137379 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485184.000000 Penalty: 126301.078125
Iteration 208Q: 39 clusters Score -9.548518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7866 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18581 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194054 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137382 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485152.000000 Penalty: 126301.078125
Iteration 209Q: 39 clusters Score -9.548515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18581 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194050 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137383 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 210Q: 39 clusters Score -9.548517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18581 members 
Mstep: Class 21 contains 13847 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194050 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137383 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485200.000000 Penalty: 126301.078125
Iteration 211Q: 39 clusters Score -9.54852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31986 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137382 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 212Q: 39 clusters Score -9.548518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194054 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137380 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485208.000000 Penalty: 126301.078125
Iteration 213Q: 39 clusters Score -9.548521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194056 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137377 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 214Q: 39 clusters Score -9.548517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194058 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137375 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485168.000000 Penalty: 126301.078125
Iteration 215Q: 39 clusters Score -9.548517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194060 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137373 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485176.000000 Penalty: 126301.078125
Iteration 216Q: 39 clusters Score -9.548518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63428 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194058 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137375 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485152.000000 Penalty: 126301.078125
Iteration 217Q: 39 clusters Score -9.548515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194055 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137379 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485192.000000 Penalty: 126301.078125
Iteration 218Q: 39 clusters Score -9.548519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194053 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137381 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485208.000000 Penalty: 126301.078125
Iteration 219Q: 39 clusters Score -9.548521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194053 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137381 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485200.000000 Penalty: 126301.078125
Iteration 220F: 39 clusters Score -9.54852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137382 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485224.000000 Penalty: 126301.078125
Iteration 221Q: 39 clusters Score -9.548522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137382 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485224.000000 Penalty: 126301.078125
Iteration 222F: 39 clusters Score -9.548522e+07 nChanged 0
Entering ConstructFrom: 
Score: -95485224.000000 Penalty: 126301.078125
Entering ConstructFrom: 
Trying to split cluster 1 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -224705.656250 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -224705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -222368.031250 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -222368 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -223418.171875 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -223418.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223987.046875 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -223987 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -224377.484375 Penalty: 3681.793701
	Iteration 3F: 3 clusters Score -224377.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -224646.718750 Penalty: 3681.793701
	Iteration 4F: 3 clusters Score -224646.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -224856.515625 Penalty: 3681.793701
	Iteration 5F: 3 clusters Score -224856.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -224951.781250 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -224951.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -224989.937500 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -224989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -225003.546875 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -225003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -225017.687500 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -225017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -225020.046875 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -225020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -225024.531250 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -225024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -225027.843750 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -225027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -225033.953125 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -225034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -225035.203125 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -225035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -225035.203125 Penalty: 3681.793701
	Iteration 15F: 3 clusters Score -225035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 18407 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10644 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 194052 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 5268 members 
Mstep: Class 28 contains 33848 members 
Mstep: Class 29 contains 7152 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 137382 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 816 members 
Mstep: Class 39 contains 438 members 
Entering Unmasked Estep 
Score: -95484144.000000 Penalty: 129624.796875
Splitting cluster 1 changes total score from -95485224.000000 to -95484144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (37278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Entering Unmasked Estep 
Score: -5477522.000000 Penalty: 2610.487305
	Iteration 0F: 2 clusters Score -5477522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5452274.000000 Penalty: 5220.974609
	Iteration 0F: 3 clusters Score -5452274 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5461359.500000 Penalty: 5220.974609
	Iteration 1F: 3 clusters Score -5461360 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5461788.000000 Penalty: 5220.974609
	Iteration 2Q: 3 clusters Score -5461788 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5462235.500000 Penalty: 5220.974609
	Iteration 3Q: 3 clusters Score -5462236 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5462691.500000 Penalty: 5220.974609
	Iteration 4Q: 3 clusters Score -5462692 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5463169.500000 Penalty: 5220.974609
	Iteration 5Q: 3 clusters Score -5463170 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5463667.000000 Penalty: 5220.974609
	Iteration 6Q: 3 clusters Score -5463667 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5464231.500000 Penalty: 5220.974609
	Iteration 7Q: 3 clusters Score -5464232 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -5464873.000000 Penalty: 5220.974609
	Iteration 8Q: 3 clusters Score -5464873 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -5465541.500000 Penalty: 5220.974609
	Iteration 9Q: 3 clusters Score -5465542 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -5466192.000000 Penalty: 5220.974609
	Iteration 10Q: 3 clusters Score -5466192 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5466781.000000 Penalty: 5220.974609
	Iteration 11Q: 3 clusters Score -5466781 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5467299.500000 Penalty: 5220.974609
	Iteration 12Q: 3 clusters Score -5467300 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5467805 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5468243 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -5468643.500000 Penalty: 5220.974609
	Iteration 15Q: 3 clusters Score -5468644 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5469082.000000 Penalty: 5220.974609
	Iteration 16Q: 3 clusters Score -5469082 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5469506.500000 Penalty: 5220.974609
	Iteration 17Q: 3 clusters Score -5469506 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -5469873.500000 Penalty: 5220.974609
	Iteration 18Q: 3 clusters Score -5469874 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -5470296.000000 Penalty: 5220.974609
	Iteration 19Q: 3 clusters Score -5470296 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5470637.000000 Penalty: 5220.974609
	Iteration 20F: 3 clusters Score -5470637 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5470914.500000 Penalty: 5220.974609
	Iteration 21Q: 3 clusters Score -5470914 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5471108.500000 Penalty: 5220.974609
	Iteration 22Q: 3 clusters Score -5471108 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -5471274.500000 Penalty: 5220.974609
	Iteration 23Q: 3 clusters Score -5471274 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5471428.000000 Penalty: 5220.974609
	Iteration 24Q: 3 clusters Score -5471428 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -5471545.500000 Penalty: 5220.974609
	Iteration 25Q: 3 clusters Score -5471546 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5471692.500000 Penalty: 5220.974609
	Iteration 26Q: 3 clusters Score -5471692 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5471888.500000 Penalty: 5220.974609
	Iteration 27Q: 3 clusters Score -5471888 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5472059.000000 Penalty: 5220.974609
	Iteration 28Q: 3 clusters Score -5472059 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -5472200.500000 Penalty: 5220.974609
	Iteration 29Q: 3 clusters Score -5472200 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5472371.500000 Penalty: 5220.974609
	Iteration 30Q: 3 clusters Score -5472372 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -5472477.500000 Penalty: 5220.974609
	Iteration 31Q: 3 clusters Score -5472478 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -5472578.000000 Penalty: 5220.974609
	Iteration 32Q: 3 clusters Score -5472578 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5472631.000000 Penalty: 5220.974609
	Iteration 33Q: 3 clusters Score -5472631 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -5472715.000000 Penalty: 5220.974609
	Iteration 34Q: 3 clusters Score -5472715 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -5472758.500000 Penalty: 5220.974609
	Iteration 35Q: 3 clusters Score -5472758 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5472812.500000 Penalty: 5220.974609
	Iteration 36Q: 3 clusters Score -5472812 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5472821.500000 Penalty: 5220.974609
	Iteration 37Q: 3 clusters Score -5472822 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -5472841.500000 Penalty: 5220.974609
	Iteration 38Q: 3 clusters Score -5472842 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5472880.500000 Penalty: 5220.974609
	Iteration 39Q: 3 clusters Score -5472880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5472885.500000 Penalty: 5220.974609
	Iteration 40F: 3 clusters Score -5472886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -5472899.000000 Penalty: 5220.974609
	Iteration 41Q: 3 clusters Score -5472899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5472932.500000 Penalty: 5220.974609
	Iteration 42Q: 3 clusters Score -5472932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5472933.500000 Penalty: 5220.974609
	Iteration 43Q: 3 clusters Score -5472934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5472968.500000 Penalty: 5220.974609
	Iteration 44Q: 3 clusters Score -5472968 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5472972.000000 Penalty: 5220.974609
	Iteration 45Q: 3 clusters Score -5472972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5472989.500000 Penalty: 5220.974609
	Iteration 46Q: 3 clusters Score -5472990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5473019.000000 Penalty: 5220.974609
	Iteration 47Q: 3 clusters Score -5473019 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5473032.000000 Penalty: 5220.974609
	Iteration 48Q: 3 clusters Score -5473032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5473028.500000 Penalty: 5220.974609
	Iteration 49Q: 3 clusters Score -5473028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -5473059.000000 Penalty: 5220.974609
	Iteration 50Q: 3 clusters Score -5473059 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5473070.500000 Penalty: 5220.974609
	Iteration 51Q: 3 clusters Score -5473070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5473084.500000 Penalty: 5220.974609
	Iteration 52Q: 3 clusters Score -5473084 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5473100.500000 Penalty: 5220.974609
	Iteration 53Q: 3 clusters Score -5473100 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -5473129.000000 Penalty: 5220.974609
	Iteration 54Q: 3 clusters Score -5473129 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5473138.000000 Penalty: 5220.974609
	Iteration 55Q: 3 clusters Score -5473138 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5473134.000000 Penalty: 5220.974609
	Iteration 56Q: 3 clusters Score -5473134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -5473149.000000 Penalty: 5220.974609
	Iteration 57Q: 3 clusters Score -5473149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -5473176.500000 Penalty: 5220.974609
	Iteration 58Q: 3 clusters Score -5473176 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -5473208.000000 Penalty: 5220.974609
	Iteration 59Q: 3 clusters Score -5473208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -5473250.500000 Penalty: 5220.974609
	Iteration 60F: 3 clusters Score -5473250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -5473246.000000 Penalty: 5220.974609
	Iteration 61Q: 3 clusters Score -5473246 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -5473273.500000 Penalty: 5220.974609
	Iteration 62Q: 3 clusters Score -5473274 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5473307.000000 Penalty: 5220.974609
	Iteration 63Q: 3 clusters Score -5473307 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -5473353.000000 Penalty: 5220.974609
	Iteration 64Q: 3 clusters Score -5473353 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5473402.500000 Penalty: 5220.974609
	Iteration 65Q: 3 clusters Score -5473402 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -5473445.500000 Penalty: 5220.974609
	Iteration 66Q: 3 clusters Score -5473446 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5473491.500000 Penalty: 5220.974609
	Iteration 67Q: 3 clusters Score -5473492 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -5473513.000000 Penalty: 5220.974609
	Iteration 68Q: 3 clusters Score -5473513 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -5473539.500000 Penalty: 5220.974609
	Iteration 69Q: 3 clusters Score -5473540 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -5473587.500000 Penalty: 5220.974609
	Iteration 70Q: 3 clusters Score -5473588 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5473604.500000 Penalty: 5220.974609
	Iteration 71Q: 3 clusters Score -5473604 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -5473630.000000 Penalty: 5220.974609
	Iteration 72Q: 3 clusters Score -5473630 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5473658.500000 Penalty: 5220.974609
	Iteration 73Q: 3 clusters Score -5473658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5473666.500000 Penalty: 5220.974609
	Iteration 74Q: 3 clusters Score -5473666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -5473701.000000 Penalty: 5220.974609
	Iteration 75Q: 3 clusters Score -5473701 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5473731.500000 Penalty: 5220.974609
	Iteration 76Q: 3 clusters Score -5473732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -5473719.000000 Penalty: 5220.974609
	Iteration 77Q: 3 clusters Score -5473719 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5473748.000000 Penalty: 5220.974609
	Iteration 78Q: 3 clusters Score -5473748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -5473756.500000 Penalty: 5220.974609
	Iteration 79Q: 3 clusters Score -5473756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5473776.500000 Penalty: 5220.974609
	Iteration 80F: 3 clusters Score -5473776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5473794.500000 Penalty: 5220.974609
	Iteration 81Q: 3 clusters Score -5473794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5473817.000000 Penalty: 5220.974609
	Iteration 82Q: 3 clusters Score -5473817 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5473848.000000 Penalty: 5220.974609
	Iteration 83Q: 3 clusters Score -5473848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5473855.500000 Penalty: 5220.974609
	Iteration 84Q: 3 clusters Score -5473856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -5473865.500000 Penalty: 5220.974609
	Iteration 85Q: 3 clusters Score -5473866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -5473881.000000 Penalty: 5220.974609
	Iteration 86Q: 3 clusters Score -5473881 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5473898.500000 Penalty: 5220.974609
	Iteration 87Q: 3 clusters Score -5473898 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5473917.000000 Penalty: 5220.974609
	Iteration 88Q: 3 clusters Score -5473917 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5473943.500000 Penalty: 5220.974609
	Iteration 89Q: 3 clusters Score -5473944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -5473959.500000 Penalty: 5220.974609
	Iteration 90Q: 3 clusters Score -5473960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5473977.500000 Penalty: 5220.974609
	Iteration 91Q: 3 clusters Score -5473978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5473997.500000 Penalty: 5220.974609
	Iteration 92Q: 3 clusters Score -5473998 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -5474006.500000 Penalty: 5220.974609
	Iteration 93Q: 3 clusters Score -5474006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -5474029.500000 Penalty: 5220.974609
	Iteration 94Q: 3 clusters Score -5474030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5474055.500000 Penalty: 5220.974609
	Iteration 95Q: 3 clusters Score -5474056 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -5474076.000000 Penalty: 5220.974609
	Iteration 96Q: 3 clusters Score -5474076 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5474117.000000 Penalty: 5220.974609
	Iteration 97Q: 3 clusters Score -5474117 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -5474131.500000 Penalty: 5220.974609
	Iteration 98Q: 3 clusters Score -5474132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5474179.000000 Penalty: 5220.974609
	Iteration 99Q: 3 clusters Score -5474179 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5474219.500000 Penalty: 5220.974609
	Iteration 100F: 3 clusters Score -5474220 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5474280.000000 Penalty: 5220.974609
	Iteration 101Q: 3 clusters Score -5474280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -5474301.000000 Penalty: 5220.974609
	Iteration 102Q: 3 clusters Score -5474301 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -5474335.500000 Penalty: 5220.974609
	Iteration 103Q: 3 clusters Score -5474336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -5474369.500000 Penalty: 5220.974609
	Iteration 104Q: 3 clusters Score -5474370 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -5474420.000000 Penalty: 5220.974609
	Iteration 105Q: 3 clusters Score -5474420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 31749 members 
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Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 31889 members 
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 32039 members 
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	Iteration 109Q: 3 clusters Score -5474599 nChanged 146
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Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 32185 members 
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Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 32319 members 
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Mstep: Class 1 contains 4817 members 
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Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 32584 members 
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Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 32721 members 
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Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 32826 members 
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Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 32925 members 
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Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 33029 members 
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Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 33130 members 
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Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 33224 members 
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Mstep: Class 1 contains 3961 members 
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	Iteration 120F: 3 clusters Score -5474850 nChanged 97
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Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 33414 members 
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Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 33507 members 
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Mstep: Class 1 contains 3690 members 
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Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 33670 members 
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Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33760 members 
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Mstep: Class 1 contains 3424 members 
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Mstep: Class 1 contains 3322 members 
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Mstep: Class 1 contains 3226 members 
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Mstep: Class 1 contains 3130 members 
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Mstep: Class 1 contains 3042 members 
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Mstep: Class 1 contains 2965 members 
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Mstep: Class 1 contains 2898 members 
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34443 members 
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Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 34519 members 
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	Iteration 134Q: 3 clusters Score -5475114 nChanged 79
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Mstep: Class 1 contains 2682 members 
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Mstep: Class 1 contains 2602 members 
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Mstep: Class 1 contains 2529 members 
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Mstep: Class 1 contains 2470 members 
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	Iteration 138Q: 3 clusters Score -5475194 nChanged 59
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Mstep: Class 1 contains 2411 members 
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Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 34923 members 
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	Iteration 140F: 3 clusters Score -5475218 nChanged 47
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Mstep: Class 1 contains 2308 members 
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Mstep: Class 1 contains 2266 members 
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Mstep: Class 1 contains 2219 members 
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	Iteration 143Q: 3 clusters Score -5475255 nChanged 41
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Mstep: Class 1 contains 2180 members 
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Mstep: Class 1 contains 2147 members 
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Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 35166 members 
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	Iteration 146Q: 3 clusters Score -5475281 nChanged 31
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Mstep: Class 1 contains 2081 members 
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	Iteration 147Q: 3 clusters Score -5475284 nChanged 35
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Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35232 members 
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	Iteration 148Q: 3 clusters Score -5475290 nChanged 33
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Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35265 members 
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Mstep: Class 1 contains 1986 members 
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	Iteration 150Q: 3 clusters Score -5475314 nChanged 25
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Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 35317 members 
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	Iteration 151Q: 3 clusters Score -5475314 nChanged 26
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Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 35341 members 
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	Iteration 152Q: 3 clusters Score -5475322 nChanged 36
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 35377 members 
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	Iteration 153Q: 3 clusters Score -5475330 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
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	Iteration 154Q: 3 clusters Score -5475338 nChanged 25
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Mstep: Class 1 contains 1846 members 
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	Iteration 155Q: 3 clusters Score -5475346 nChanged 32
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Mstep: Class 1 contains 1816 members 
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	Iteration 156Q: 3 clusters Score -5475355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35486 members 
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	Iteration 157Q: 3 clusters Score -5475371 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1768 members 
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	Iteration 158Q: 3 clusters Score -5475372 nChanged 24
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Mstep: Class 1 contains 1746 members 
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	Iteration 159Q: 3 clusters Score -5475376 nChanged 21
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Mstep: Class 1 contains 1725 members 
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	Iteration 160F: 3 clusters Score -5475394 nChanged 24
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Mstep: Class 1 contains 1701 members 
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	Iteration 161Q: 3 clusters Score -5475401 nChanged 22
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Mstep: Class 1 contains 1679 members 
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	Iteration 162Q: 3 clusters Score -5475412 nChanged 18
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Mstep: Class 1 contains 1665 members 
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	Iteration 163Q: 3 clusters Score -5475406 nChanged 18
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Mstep: Class 1 contains 1647 members 
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	Iteration 164Q: 3 clusters Score -5475408 nChanged 20
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35649 members 
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	Iteration 165Q: 3 clusters Score -5475409 nChanged 16
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Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35661 members 
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	Iteration 166Q: 3 clusters Score -5475424 nChanged 13
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Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 35674 members 
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	Iteration 167Q: 3 clusters Score -5475432 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 35685 members 
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	Iteration 168Q: 3 clusters Score -5475428 nChanged 16
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Mstep: Class 1 contains 1577 members 
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	Iteration 169Q: 3 clusters Score -5475424 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1560 members 
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	Iteration 170Q: 3 clusters Score -5475432 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 35733 members 
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	Iteration 171Q: 3 clusters Score -5475442 nChanged 15
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Mstep: Class 1 contains 1530 members 
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	Iteration 172Q: 3 clusters Score -5475446 nChanged 24
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Mstep: Class 1 contains 1508 members 
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	Iteration 173Q: 3 clusters Score -5475451 nChanged 29
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Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35795 members 
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	Iteration 174Q: 3 clusters Score -5475474 nChanged 29
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Mstep: Class 1 contains 1454 members 
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	Iteration 175Q: 3 clusters Score -5475492 nChanged 38
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Mstep: Class 1 contains 1418 members 
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	Iteration 176Q: 3 clusters Score -5475501 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35894 members 
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	Iteration 177Q: 3 clusters Score -5475498 nChanged 31
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Mstep: Class 1 contains 1357 members 
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	Iteration 178Q: 3 clusters Score -5475514 nChanged 32
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Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35951 members 
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	Iteration 179Q: 3 clusters Score -5475540 nChanged 30
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Mstep: Class 1 contains 1303 members 
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	Iteration 180F: 3 clusters Score -5475541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
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	Iteration 181Q: 3 clusters Score -5475552 nChanged 35
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Mstep: Class 1 contains 1248 members 
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	Iteration 182Q: 3 clusters Score -5475578 nChanged 31
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	Iteration 183Q: 3 clusters Score -5475588 nChanged 30
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Mstep: Class 1 contains 1201 members 
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	Iteration 184Q: 3 clusters Score -5475594 nChanged 24
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Mstep: Class 1 contains 1183 members 
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	Iteration 185Q: 3 clusters Score -5475610 nChanged 23
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Mstep: Class 1 contains 1164 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5475616 nChanged 20
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Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5475628 nChanged 17
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Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5475631 nChanged 13
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Mstep: Class 1 contains 1126 members 
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	Iteration 189Q: 3 clusters Score -5475642 nChanged 10
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Mstep: Class 1 contains 1118 members 
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	Iteration 190Q: 3 clusters Score -5475644 nChanged 8
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Mstep: Class 1 contains 1110 members 
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	Iteration 191Q: 3 clusters Score -5475648 nChanged 4
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Mstep: Class 1 contains 1110 members 
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	Iteration 192Q: 3 clusters Score -5475651 nChanged 1
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Mstep: Class 1 contains 1111 members 
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	Iteration 193Q: 3 clusters Score -5475648 nChanged 3
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Mstep: Class 1 contains 1110 members 
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	Iteration 194Q: 3 clusters Score -5475651 nChanged 5
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Mstep: Class 1 contains 1107 members 
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	Iteration 195Q: 3 clusters Score -5475662 nChanged 5
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Mstep: Class 1 contains 1102 members 
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	Iteration 196Q: 3 clusters Score -5475659 nChanged 7
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Mstep: Class 1 contains 1101 members 
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	Iteration 197Q: 3 clusters Score -5475658 nChanged 5
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Mstep: Class 1 contains 1098 members 
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	Iteration 198Q: 3 clusters Score -5475657 nChanged 7
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Mstep: Class 1 contains 1095 members 
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Score: -5475660.500000 Penalty: 5220.974609
	Iteration 199Q: 3 clusters Score -5475660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5475662.500000 Penalty: 5220.974609
	Iteration 200F: 3 clusters Score -5475662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5475665.500000 Penalty: 5220.974609
	Iteration 201Q: 3 clusters Score -5475666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -5475673.000000 Penalty: 5220.974609
	Iteration 202Q: 3 clusters Score -5475673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5475679.500000 Penalty: 5220.974609
	Iteration 203Q: 3 clusters Score -5475680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -5475682.000000 Penalty: 5220.974609
	Iteration 204Q: 3 clusters Score -5475682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5475683.500000 Penalty: 5220.974609
	Iteration 205Q: 3 clusters Score -5475684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5475683.500000 Penalty: 5220.974609
	Iteration 206F: 3 clusters Score -5475684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Entering Unmasked Estep 
Score: -9373184.000000 Penalty: 2742.295898
	Iteration 0F: 2 clusters Score -9373184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -9330443.000000 Penalty: 5484.591797
	Iteration 0F: 3 clusters Score -9330443 nChanged 29727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -9347227.000000 Penalty: 5484.591797
	Iteration 1F: 3 clusters Score -9347227 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -9347976.000000 Penalty: 5484.591797
	Iteration 2Q: 3 clusters Score -9347976 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -9348979.000000 Penalty: 5484.591797
	Iteration 3Q: 3 clusters Score -9348979 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -9350555.000000 Penalty: 5484.591797
	Iteration 4Q: 3 clusters Score -9350555 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -9352568.000000 Penalty: 5484.591797
	Iteration 5F: 3 clusters Score -9352568 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -9355599.000000 Penalty: 5484.591797
	Iteration 6F: 3 clusters Score -9355599 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -9359343.000000 Penalty: 5484.591797
	Iteration 7F: 3 clusters Score -9359343 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -9363095.000000 Penalty: 5484.591797
	Iteration 8F: 3 clusters Score -9363095 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -9365955.000000 Penalty: 5484.591797
	Iteration 9F: 3 clusters Score -9365955 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -9367882.000000 Penalty: 5484.591797
	Iteration 10Q: 3 clusters Score -9367882 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9369082.000000 Penalty: 5484.591797
	Iteration 11Q: 3 clusters Score -9369082 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9369831.000000 Penalty: 5484.591797
	Iteration 12Q: 3 clusters Score -9369831 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9370203.000000 Penalty: 5484.591797
	Iteration 13Q: 3 clusters Score -9370203 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9370439.000000 Penalty: 5484.591797
	Iteration 14Q: 3 clusters Score -9370439 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9370582.000000 Penalty: 5484.591797
	Iteration 15Q: 3 clusters Score -9370582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9370668.000000 Penalty: 5484.591797
	Iteration 16Q: 3 clusters Score -9370668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9370716.000000 Penalty: 5484.591797
	Iteration 17Q: 3 clusters Score -9370716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9370751.000000 Penalty: 5484.591797
	Iteration 18Q: 3 clusters Score -9370751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9370775.000000 Penalty: 5484.591797
	Iteration 19Q: 3 clusters Score -9370775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9370810.000000 Penalty: 5484.591797
	Iteration 20F: 3 clusters Score -9370810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9370831.000000 Penalty: 5484.591797
	Iteration 21Q: 3 clusters Score -9370831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9370853.000000 Penalty: 5484.591797
	Iteration 22Q: 3 clusters Score -9370853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9370850.000000 Penalty: 5484.591797
	Iteration 23Q: 3 clusters Score -9370850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9370857.000000 Penalty: 5484.591797
	Iteration 24Q: 3 clusters Score -9370857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9370859.000000 Penalty: 5484.591797
	Iteration 25Q: 3 clusters Score -9370859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9370860.000000 Penalty: 5484.591797
	Iteration 26Q: 3 clusters Score -9370860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9370860.000000 Penalty: 5484.591797
	Iteration 27Q: 3 clusters Score -9370860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9370862.000000 Penalty: 5484.591797
	Iteration 28Q: 3 clusters Score -9370862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9370858.000000 Penalty: 5484.591797
	Iteration 29Q: 3 clusters Score -9370858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9370860.000000 Penalty: 5484.591797
	Iteration 30Q: 3 clusters Score -9370860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9370858.000000 Penalty: 5484.591797
	Iteration 31Q: 3 clusters Score -9370858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9370863.000000 Penalty: 5484.591797
	Iteration 32Q: 3 clusters Score -9370863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9370866.000000 Penalty: 5484.591797
	Iteration 33Q: 3 clusters Score -9370866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9370870.000000 Penalty: 5484.591797
	Iteration 34Q: 3 clusters Score -9370870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9370865.000000 Penalty: 5484.591797
	Iteration 35Q: 3 clusters Score -9370865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9370865.000000 Penalty: 5484.591797
	Iteration 36Q: 3 clusters Score -9370865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9370865.000000 Penalty: 5484.591797
	Iteration 37F: 3 clusters Score -9370865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -374650.750000 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -374650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -371657.968750 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -371658 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -372205.312500 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -372205.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -372345.187500 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -372345.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -372421.562500 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -372421.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -372476.906250 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -372476.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -372519.812500 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -372519.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -372560.125000 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -372560.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -372594.093750 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -372594.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -372617.781250 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -372617.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -372641.281250 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -372641.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -372668.562500 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -372668.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -372699.343750 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -372699.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -372721.906250 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -372721.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -372746.500000 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -372746.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -372769.718750 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -372769.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -372792.125000 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -372792.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -372816.500000 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -372816.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -372843.843750 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -372843.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -372868.187500 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -372868.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -372875.906250 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -372875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -372880.875000 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -372880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -372886.906250 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -372886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -372890.281250 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -372890.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -372896.062500 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -372896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -372898.593750 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -372898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -372900.125000 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -372900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -372899.812500 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -372899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -372901.687500 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -372901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -372902.562500 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -372902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -372904.562500 Penalty: 3894.037842
	Iteration 29Q: 3 clusters Score -372904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -372908.218750 Penalty: 3894.037842
	Iteration 30Q: 3 clusters Score -372908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -372911.125000 Penalty: 3894.037842
	Iteration 31Q: 3 clusters Score -372911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -372910.906250 Penalty: 3894.037842
	Iteration 32Q: 3 clusters Score -372910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -372911.687500 Penalty: 3894.037842
	Iteration 33Q: 3 clusters Score -372911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -372913.437500 Penalty: 3894.037842
	Iteration 34Q: 3 clusters Score -372913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -372914.437500 Penalty: 3894.037842
	Iteration 35Q: 3 clusters Score -372914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -372915.500000 Penalty: 3894.037842
	Iteration 36Q: 3 clusters Score -372915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -372916.031250 Penalty: 3894.037842
	Iteration 37Q: 3 clusters Score -372916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -372916.625000 Penalty: 3894.037842
	Iteration 38Q: 3 clusters Score -372916.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -372916.625000 Penalty: 3894.037842
	Iteration 39F: 3 clusters Score -372916.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Entering Unmasked Estep 
Score: -2537005.000000 Penalty: 2435.480469
	Iteration 0F: 2 clusters Score -2537005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2523917.250000 Penalty: 4870.960938
	Iteration 0F: 3 clusters Score -2523917 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2528287.750000 Penalty: 4870.960938
	Iteration 1F: 3 clusters Score -2528288 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2528723.750000 Penalty: 4870.960938
	Iteration 2F: 3 clusters Score -2528724 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2529132.000000 Penalty: 4870.960938
	Iteration 3Q: 3 clusters Score -2529132 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2529539.500000 Penalty: 4870.960938
	Iteration 4Q: 3 clusters Score -2529540 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2529949.250000 Penalty: 4870.960938
	Iteration 5Q: 3 clusters Score -2529949 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2530357.000000 Penalty: 4870.960938
	Iteration 6Q: 3 clusters Score -2530357 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2530788.750000 Penalty: 4870.960938
	Iteration 7Q: 3 clusters Score -2530789 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2531217.750000 Penalty: 4870.960938
	Iteration 8Q: 3 clusters Score -2531218 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2531587.000000 Penalty: 4870.960938
	Iteration 9Q: 3 clusters Score -2531587 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2531914.000000 Penalty: 4870.960938
	Iteration 10Q: 3 clusters Score -2531914 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2532188.750000 Penalty: 4870.960938
	Iteration 11Q: 3 clusters Score -2532189 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2532453.250000 Penalty: 4870.960938
	Iteration 12Q: 3 clusters Score -2532453 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2532624.250000 Penalty: 4870.960938
	Iteration 13Q: 3 clusters Score -2532624 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2532763.250000 Penalty: 4870.960938
	Iteration 14Q: 3 clusters Score -2532763 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2532875.500000 Penalty: 4870.960938
	Iteration 15Q: 3 clusters Score -2532876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2532962.750000 Penalty: 4870.960938
	Iteration 16Q: 3 clusters Score -2532963 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2533046.500000 Penalty: 4870.960938
	Iteration 17Q: 3 clusters Score -2533046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2533100.250000 Penalty: 4870.960938
	Iteration 18Q: 3 clusters Score -2533100 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2533145.250000 Penalty: 4870.960938
	Iteration 19Q: 3 clusters Score -2533145 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2533166.250000 Penalty: 4870.960938
	Iteration 20F: 3 clusters Score -2533166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2533200.000000 Penalty: 4870.960938
	Iteration 21Q: 3 clusters Score -2533200 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2533227.000000 Penalty: 4870.960938
	Iteration 22Q: 3 clusters Score -2533227 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2533258.500000 Penalty: 4870.960938
	Iteration 23Q: 3 clusters Score -2533258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2533278.250000 Penalty: 4870.960938
	Iteration 24Q: 3 clusters Score -2533278 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2533307.750000 Penalty: 4870.960938
	Iteration 25Q: 3 clusters Score -2533308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2533333.500000 Penalty: 4870.960938
	Iteration 26Q: 3 clusters Score -2533334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2533363.000000 Penalty: 4870.960938
	Iteration 27Q: 3 clusters Score -2533363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2533391.750000 Penalty: 4870.960938
	Iteration 28Q: 3 clusters Score -2533392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2533410.500000 Penalty: 4870.960938
	Iteration 29Q: 3 clusters Score -2533410 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2533446.500000 Penalty: 4870.960938
	Iteration 30Q: 3 clusters Score -2533446 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2533481.750000 Penalty: 4870.960938
	Iteration 31Q: 3 clusters Score -2533482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2533506.000000 Penalty: 4870.960938
	Iteration 32Q: 3 clusters Score -2533506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2533527.000000 Penalty: 4870.960938
	Iteration 33Q: 3 clusters Score -2533527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2533548.000000 Penalty: 4870.960938
	Iteration 34Q: 3 clusters Score -2533548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2533570.000000 Penalty: 4870.960938
	Iteration 35Q: 3 clusters Score -2533570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2533593.500000 Penalty: 4870.960938
	Iteration 36Q: 3 clusters Score -2533594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2533636.000000 Penalty: 4870.960938
	Iteration 37Q: 3 clusters Score -2533636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2533663.500000 Penalty: 4870.960938
	Iteration 38Q: 3 clusters Score -2533664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2533704.250000 Penalty: 4870.960938
	Iteration 39Q: 3 clusters Score -2533704 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2533748.750000 Penalty: 4870.960938
	Iteration 40F: 3 clusters Score -2533749 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2533801.250000 Penalty: 4870.960938
	Iteration 41Q: 3 clusters Score -2533801 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2533844.750000 Penalty: 4870.960938
	Iteration 42Q: 3 clusters Score -2533845 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2533907.000000 Penalty: 4870.960938
	Iteration 43Q: 3 clusters Score -2533907 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2533960.250000 Penalty: 4870.960938
	Iteration 44Q: 3 clusters Score -2533960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2534044.750000 Penalty: 4870.960938
	Iteration 45Q: 3 clusters Score -2534045 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2534109.750000 Penalty: 4870.960938
	Iteration 46Q: 3 clusters Score -2534110 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2534173.750000 Penalty: 4870.960938
	Iteration 47Q: 3 clusters Score -2534174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2534228.000000 Penalty: 4870.960938
	Iteration 48Q: 3 clusters Score -2534228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2534294.250000 Penalty: 4870.960938
	Iteration 49Q: 3 clusters Score -2534294 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2534350.750000 Penalty: 4870.960938
	Iteration 50Q: 3 clusters Score -2534351 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2534399.000000 Penalty: 4870.960938
	Iteration 51Q: 3 clusters Score -2534399 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2534454.250000 Penalty: 4870.960938
	Iteration 52Q: 3 clusters Score -2534454 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2534493.250000 Penalty: 4870.960938
	Iteration 53Q: 3 clusters Score -2534493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2534545.250000 Penalty: 4870.960938
	Iteration 54Q: 3 clusters Score -2534545 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2534601.000000 Penalty: 4870.960938
	Iteration 55Q: 3 clusters Score -2534601 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2534640.500000 Penalty: 4870.960938
	Iteration 56Q: 3 clusters Score -2534640 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2534687.750000 Penalty: 4870.960938
	Iteration 57Q: 3 clusters Score -2534688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2534736.750000 Penalty: 4870.960938
	Iteration 58Q: 3 clusters Score -2534737 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2534774.500000 Penalty: 4870.960938
	Iteration 59Q: 3 clusters Score -2534774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2534802.500000 Penalty: 4870.960938
	Iteration 60F: 3 clusters Score -2534802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2534826.000000 Penalty: 4870.960938
	Iteration 61Q: 3 clusters Score -2534826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2534842.750000 Penalty: 4870.960938
	Iteration 62Q: 3 clusters Score -2534843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2534855.250000 Penalty: 4870.960938
	Iteration 63Q: 3 clusters Score -2534855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2534869.250000 Penalty: 4870.960938
	Iteration 64Q: 3 clusters Score -2534869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2534877.500000 Penalty: 4870.960938
	Iteration 65Q: 3 clusters Score -2534878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2534891.000000 Penalty: 4870.960938
	Iteration 66Q: 3 clusters Score -2534891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2534898.750000 Penalty: 4870.960938
	Iteration 67Q: 3 clusters Score -2534899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2534910.500000 Penalty: 4870.960938
	Iteration 68Q: 3 clusters Score -2534910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2534916.000000 Penalty: 4870.960938
	Iteration 69Q: 3 clusters Score -2534916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2534927.250000 Penalty: 4870.960938
	Iteration 70Q: 3 clusters Score -2534927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2534931.000000 Penalty: 4870.960938
	Iteration 71Q: 3 clusters Score -2534931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2534946.750000 Penalty: 4870.960938
	Iteration 72Q: 3 clusters Score -2534947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2534952.750000 Penalty: 4870.960938
	Iteration 73Q: 3 clusters Score -2534953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2534960.750000 Penalty: 4870.960938
	Iteration 74Q: 3 clusters Score -2534961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2534962.000000 Penalty: 4870.960938
	Iteration 75Q: 3 clusters Score -2534962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2534967.250000 Penalty: 4870.960938
	Iteration 76Q: 3 clusters Score -2534967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2534969.000000 Penalty: 4870.960938
	Iteration 77Q: 3 clusters Score -2534969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2534972.000000 Penalty: 4870.960938
	Iteration 78Q: 3 clusters Score -2534972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2534972.000000 Penalty: 4870.960938
	Iteration 79Q: 3 clusters Score -2534972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2534983.000000 Penalty: 4870.960938
	Iteration 80F: 3 clusters Score -2534983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2534988.500000 Penalty: 4870.960938
	Iteration 81Q: 3 clusters Score -2534988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2534993.750000 Penalty: 4870.960938
	Iteration 82Q: 3 clusters Score -2534994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2535002.000000 Penalty: 4870.960938
	Iteration 83Q: 3 clusters Score -2535002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2535002.500000 Penalty: 4870.960938
	Iteration 84Q: 3 clusters Score -2535002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2535005.500000 Penalty: 4870.960938
	Iteration 85Q: 3 clusters Score -2535006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2535007.750000 Penalty: 4870.960938
	Iteration 86Q: 3 clusters Score -2535008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2535011.000000 Penalty: 4870.960938
	Iteration 87Q: 3 clusters Score -2535011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2535013.000000 Penalty: 4870.960938
	Iteration 88Q: 3 clusters Score -2535013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2535012.500000 Penalty: 4870.960938
	Iteration 89Q: 3 clusters Score -2535012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2535021.250000 Penalty: 4870.960938
	Iteration 90Q: 3 clusters Score -2535021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2535016.250000 Penalty: 4870.960938
	Iteration 91Q: 3 clusters Score -2535016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2535014.000000 Penalty: 4870.960938
	Iteration 92Q: 3 clusters Score -2535014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2535017.250000 Penalty: 4870.960938
	Iteration 93Q: 3 clusters Score -2535017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2535017.250000 Penalty: 4870.960938
	Iteration 94F: 3 clusters Score -2535017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -70533.695312 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -70533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68962.625000 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -68962.62 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69253.078125 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -69253.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69348.023438 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -69348.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69396.406250 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -69396.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69462.335938 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -69462.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69631.437500 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -69631.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69748.460938 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -69748.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69784.226562 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -69784.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69802.171875 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -69802.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69809.609375 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -69809.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69812.023438 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -69812.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69817.179688 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -69817.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69818.750000 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -69818.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69822.015625 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -69822.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69823.093750 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -69823.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69823.093750 Penalty: 3180.261963
	Iteration 15F: 3 clusters Score -69823.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -41205.140625 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -41205.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39854.238281 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -39854.24 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40189.699219 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -40189.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40315.675781 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -40315.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40361.097656 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -40361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40378.710938 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -40378.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40395.703125 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -40395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40417.136719 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -40417.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40419.878906 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -40419.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40419.878906 Penalty: 3006.482422
	Iteration 8F: 3 clusters Score -40419.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Entering Unmasked Estep 
Score: -1880314.750000 Penalty: 2344.648438
	Iteration 0F: 2 clusters Score -1880315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1870968.500000 Penalty: 4689.296875
	Iteration 0F: 3 clusters Score -1870968 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1873875.125000 Penalty: 4689.296875
	Iteration 1F: 3 clusters Score -1873875 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1874166.375000 Penalty: 4689.296875
	Iteration 2F: 3 clusters Score -1874166 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1874384.500000 Penalty: 4689.296875
	Iteration 3Q: 3 clusters Score -1874384 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1874568.875000 Penalty: 4689.296875
	Iteration 4Q: 3 clusters Score -1874569 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1874707.500000 Penalty: 4689.296875
	Iteration 5Q: 3 clusters Score -1874708 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1874849.750000 Penalty: 4689.296875
	Iteration 6Q: 3 clusters Score -1874850 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1875003.750000 Penalty: 4689.296875
	Iteration 7Q: 3 clusters Score -1875004 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1875183.750000 Penalty: 4689.296875
	Iteration 8Q: 3 clusters Score -1875184 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1875406.000000 Penalty: 4689.296875
	Iteration 9Q: 3 clusters Score -1875406 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1875647.000000 Penalty: 4689.296875
	Iteration 10Q: 3 clusters Score -1875647 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1875915.625000 Penalty: 4689.296875
	Iteration 11Q: 3 clusters Score -1875916 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1876176.000000 Penalty: 4689.296875
	Iteration 12Q: 3 clusters Score -1876176 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1876508.625000 Penalty: 4689.296875
	Iteration 13Q: 3 clusters Score -1876509 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1876891.000000 Penalty: 4689.296875
	Iteration 14Q: 3 clusters Score -1876891 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1877224.500000 Penalty: 4689.296875
	Iteration 15Q: 3 clusters Score -1877224 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1877462.000000 Penalty: 4689.296875
	Iteration 16Q: 3 clusters Score -1877462 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1877662.375000 Penalty: 4689.296875
	Iteration 17Q: 3 clusters Score -1877662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1877811.500000 Penalty: 4689.296875
	Iteration 18Q: 3 clusters Score -1877812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1877938.250000 Penalty: 4689.296875
	Iteration 19Q: 3 clusters Score -1877938 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1878043.250000 Penalty: 4689.296875
	Iteration 20F: 3 clusters Score -1878043 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1878124.500000 Penalty: 4689.296875
	Iteration 21Q: 3 clusters Score -1878124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1878167.000000 Penalty: 4689.296875
	Iteration 22Q: 3 clusters Score -1878167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1878203.500000 Penalty: 4689.296875
	Iteration 23Q: 3 clusters Score -1878204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1878230.750000 Penalty: 4689.296875
	Iteration 24Q: 3 clusters Score -1878231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1878244.750000 Penalty: 4689.296875
	Iteration 25Q: 3 clusters Score -1878245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1878255.500000 Penalty: 4689.296875
	Iteration 26Q: 3 clusters Score -1878256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1878269.500000 Penalty: 4689.296875
	Iteration 27Q: 3 clusters Score -1878270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1878281.000000 Penalty: 4689.296875
	Iteration 28Q: 3 clusters Score -1878281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1878284.000000 Penalty: 4689.296875
	Iteration 29Q: 3 clusters Score -1878284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1878290.000000 Penalty: 4689.296875
	Iteration 30Q: 3 clusters Score -1878290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1878294.000000 Penalty: 4689.296875
	Iteration 31Q: 3 clusters Score -1878294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1878292.875000 Penalty: 4689.296875
	Iteration 32Q: 3 clusters Score -1878293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1878293.250000 Penalty: 4689.296875
	Iteration 33Q: 3 clusters Score -1878293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1878296.625000 Penalty: 4689.296875
	Iteration 34Q: 3 clusters Score -1878297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1878297.250000 Penalty: 4689.296875
	Iteration 35Q: 3 clusters Score -1878297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1878298.000000 Penalty: 4689.296875
	Iteration 36Q: 3 clusters Score -1878298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1878298.000000 Penalty: 4689.296875
	Iteration 37F: 3 clusters Score -1878298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1315985.750000 Penalty: 2260.720703
	Iteration 0F: 2 clusters Score -1315986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1308792.875000 Penalty: 4521.441406
	Iteration 0F: 3 clusters Score -1308793 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1310892.375000 Penalty: 4521.441406
	Iteration 1F: 3 clusters Score -1310892 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1311270.625000 Penalty: 4521.441406
	Iteration 2F: 3 clusters Score -1311271 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1311575.125000 Penalty: 4521.441406
	Iteration 3F: 3 clusters Score -1311575 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1311882.250000 Penalty: 4521.441406
	Iteration 4F: 3 clusters Score -1311882 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1312171.375000 Penalty: 4521.441406
	Iteration 5F: 3 clusters Score -1312171 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1312460.000000 Penalty: 4521.441406
	Iteration 6Q: 3 clusters Score -1312460 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1312709.250000 Penalty: 4521.441406
	Iteration 7Q: 3 clusters Score -1312709 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1312936.250000 Penalty: 4521.441406
	Iteration 8Q: 3 clusters Score -1312936 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1313148.125000 Penalty: 4521.441406
	Iteration 9Q: 3 clusters Score -1313148 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1313327.375000 Penalty: 4521.441406
	Iteration 10Q: 3 clusters Score -1313327 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1313452.750000 Penalty: 4521.441406
	Iteration 11Q: 3 clusters Score -1313453 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1313552.500000 Penalty: 4521.441406
	Iteration 12Q: 3 clusters Score -1313552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1313639.875000 Penalty: 4521.441406
	Iteration 13Q: 3 clusters Score -1313640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1313707.500000 Penalty: 4521.441406
	Iteration 14Q: 3 clusters Score -1313708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1313764.625000 Penalty: 4521.441406
	Iteration 15Q: 3 clusters Score -1313765 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1313821.750000 Penalty: 4521.441406
	Iteration 16Q: 3 clusters Score -1313822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1313866.000000 Penalty: 4521.441406
	Iteration 17Q: 3 clusters Score -1313866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1313898.375000 Penalty: 4521.441406
	Iteration 18Q: 3 clusters Score -1313898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1313936.125000 Penalty: 4521.441406
	Iteration 19Q: 3 clusters Score -1313936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1313976.250000 Penalty: 4521.441406
	Iteration 20F: 3 clusters Score -1313976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1314005.625000 Penalty: 4521.441406
	Iteration 21Q: 3 clusters Score -1314006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1314036.125000 Penalty: 4521.441406
	Iteration 22Q: 3 clusters Score -1314036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1314059.750000 Penalty: 4521.441406
	Iteration 23Q: 3 clusters Score -1314060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1314075.375000 Penalty: 4521.441406
	Iteration 24Q: 3 clusters Score -1314075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1314090.625000 Penalty: 4521.441406
	Iteration 25Q: 3 clusters Score -1314091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1314098.250000 Penalty: 4521.441406
	Iteration 26Q: 3 clusters Score -1314098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1314107.500000 Penalty: 4521.441406
	Iteration 27Q: 3 clusters Score -1314108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1314113.875000 Penalty: 4521.441406
	Iteration 28Q: 3 clusters Score -1314114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1314119.125000 Penalty: 4521.441406
	Iteration 29Q: 3 clusters Score -1314119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1314125.000000 Penalty: 4521.441406
	Iteration 30Q: 3 clusters Score -1314125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1314128.750000 Penalty: 4521.441406
	Iteration 31Q: 3 clusters Score -1314129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1314128.625000 Penalty: 4521.441406
	Iteration 32Q: 3 clusters Score -1314129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1314127.750000 Penalty: 4521.441406
	Iteration 33Q: 3 clusters Score -1314128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1314130.250000 Penalty: 4521.441406
	Iteration 34Q: 3 clusters Score -1314130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1314131.000000 Penalty: 4521.441406
	Iteration 35Q: 3 clusters Score -1314131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1314130.750000 Penalty: 4521.441406
	Iteration 36Q: 3 clusters Score -1314131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1314130.250000 Penalty: 4521.441406
	Iteration 37Q: 3 clusters Score -1314130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1314132.375000 Penalty: 4521.441406
	Iteration 38Q: 3 clusters Score -1314132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1314132.500000 Penalty: 4521.441406
	Iteration 39Q: 3 clusters Score -1314132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1314132.500000 Penalty: 4521.441406
	Iteration 40F: 3 clusters Score -1314132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Entering Unmasked Estep 
Score: -1195046.375000 Penalty: 2224.761719
	Iteration 0F: 2 clusters Score -1195046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1188697.000000 Penalty: 4449.523438
	Iteration 0F: 3 clusters Score -1188697 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1190355.000000 Penalty: 4449.523438
	Iteration 1F: 3 clusters Score -1190355 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1190580.875000 Penalty: 4449.523438
	Iteration 2F: 3 clusters Score -1190581 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1190748.250000 Penalty: 4449.523438
	Iteration 3Q: 3 clusters Score -1190748 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1190879.375000 Penalty: 4449.523438
	Iteration 4Q: 3 clusters Score -1190879 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1190962.000000 Penalty: 4449.523438
	Iteration 5Q: 3 clusters Score -1190962 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1191015.750000 Penalty: 4449.523438
	Iteration 6Q: 3 clusters Score -1191016 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1191059.250000 Penalty: 4449.523438
	Iteration 7Q: 3 clusters Score -1191059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1191094.125000 Penalty: 4449.523438
	Iteration 8Q: 3 clusters Score -1191094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1191125.250000 Penalty: 4449.523438
	Iteration 9Q: 3 clusters Score -1191125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1191156.250000 Penalty: 4449.523438
	Iteration 10Q: 3 clusters Score -1191156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1191188.625000 Penalty: 4449.523438
	Iteration 11Q: 3 clusters Score -1191189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1191217.250000 Penalty: 4449.523438
	Iteration 12Q: 3 clusters Score -1191217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1191248.500000 Penalty: 4449.523438
	Iteration 13Q: 3 clusters Score -1191248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1191289.375000 Penalty: 4449.523438
	Iteration 14Q: 3 clusters Score -1191289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1191343.000000 Penalty: 4449.523438
	Iteration 15Q: 3 clusters Score -1191343 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1191408.750000 Penalty: 4449.523438
	Iteration 16Q: 3 clusters Score -1191409 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1191495.625000 Penalty: 4449.523438
	Iteration 17Q: 3 clusters Score -1191496 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1191606.375000 Penalty: 4449.523438
	Iteration 18Q: 3 clusters Score -1191606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1191731.375000 Penalty: 4449.523438
	Iteration 19Q: 3 clusters Score -1191731 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1191867.750000 Penalty: 4449.523438
	Iteration 20F: 3 clusters Score -1191868 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1192038.375000 Penalty: 4449.523438
	Iteration 21Q: 3 clusters Score -1192038 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1192225.125000 Penalty: 4449.523438
	Iteration 22Q: 3 clusters Score -1192225 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1192384.375000 Penalty: 4449.523438
	Iteration 23Q: 3 clusters Score -1192384 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1192530.375000 Penalty: 4449.523438
	Iteration 24Q: 3 clusters Score -1192530 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1192641.000000 Penalty: 4449.523438
	Iteration 25Q: 3 clusters Score -1192641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1192728.500000 Penalty: 4449.523438
	Iteration 26Q: 3 clusters Score -1192728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1192809.250000 Penalty: 4449.523438
	Iteration 27Q: 3 clusters Score -1192809 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1192867.625000 Penalty: 4449.523438
	Iteration 28Q: 3 clusters Score -1192868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1192912.750000 Penalty: 4449.523438
	Iteration 29Q: 3 clusters Score -1192913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1192948.250000 Penalty: 4449.523438
	Iteration 30Q: 3 clusters Score -1192948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1192972.125000 Penalty: 4449.523438
	Iteration 31Q: 3 clusters Score -1192972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1192986.125000 Penalty: 4449.523438
	Iteration 32Q: 3 clusters Score -1192986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1193006.375000 Penalty: 4449.523438
	Iteration 33Q: 3 clusters Score -1193006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1193025.750000 Penalty: 4449.523438
	Iteration 34Q: 3 clusters Score -1193026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1193034.750000 Penalty: 4449.523438
	Iteration 35Q: 3 clusters Score -1193035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1193042.625000 Penalty: 4449.523438
	Iteration 36Q: 3 clusters Score -1193043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1193058.625000 Penalty: 4449.523438
	Iteration 37Q: 3 clusters Score -1193059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1193069.875000 Penalty: 4449.523438
	Iteration 38Q: 3 clusters Score -1193070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1193081.250000 Penalty: 4449.523438
	Iteration 39Q: 3 clusters Score -1193081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1193087.625000 Penalty: 4449.523438
	Iteration 40F: 3 clusters Score -1193088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1193092.000000 Penalty: 4449.523438
	Iteration 41Q: 3 clusters Score -1193092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1193097.375000 Penalty: 4449.523438
	Iteration 42Q: 3 clusters Score -1193097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1193100.125000 Penalty: 4449.523438
	Iteration 43Q: 3 clusters Score -1193100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1193102.625000 Penalty: 4449.523438
	Iteration 44Q: 3 clusters Score -1193103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1193107.125000 Penalty: 4449.523438
	Iteration 45Q: 3 clusters Score -1193107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1193113.750000 Penalty: 4449.523438
	Iteration 46Q: 3 clusters Score -1193114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1193119.750000 Penalty: 4449.523438
	Iteration 47Q: 3 clusters Score -1193120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1193129.500000 Penalty: 4449.523438
	Iteration 48Q: 3 clusters Score -1193130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1193134.750000 Penalty: 4449.523438
	Iteration 49Q: 3 clusters Score -1193135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1193136.625000 Penalty: 4449.523438
	Iteration 50Q: 3 clusters Score -1193137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1193138.250000 Penalty: 4449.523438
	Iteration 51Q: 3 clusters Score -1193138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1193138.750000 Penalty: 4449.523438
	Iteration 52Q: 3 clusters Score -1193139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1193139.875000 Penalty: 4449.523438
	Iteration 53Q: 3 clusters Score -1193140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1193140.375000 Penalty: 4449.523438
	Iteration 54Q: 3 clusters Score -1193140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1193140.375000 Penalty: 4449.523438
	Iteration 55F: 3 clusters Score -1193140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -327836.375000 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -327836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -325101.843750 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -325101.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -325635.218750 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -325635.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -325845.968750 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -325846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -326039.656250 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -326039.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -326235.843750 Penalty: 3825.372070
	Iteration 4F: 3 clusters Score -326235.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -326358.687500 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -326358.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -326441.906250 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -326441.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -326505.343750 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -326505.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -326555.750000 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -326555.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -326591.750000 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -326591.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -326612.843750 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -326612.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -326627.781250 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -326627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -326641.375000 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -326641.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -326653.312500 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -326653.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -326658.062500 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -326658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -326664.406250 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -326664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -326671.437500 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -326671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -326679.093750 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -326679.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -326685.843750 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -326685.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -326694.156250 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -326694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -326700.343750 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -326700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -326704.968750 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -326705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -326708.843750 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -326708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -326710.281250 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -326710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -326711.531250 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -326711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -326713.750000 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -326713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -326715.031250 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -326715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -326717.156250 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -326717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -326718.750000 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -326718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -326719.781250 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -326719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -326723.218750 Penalty: 3825.372070
	Iteration 30Q: 3 clusters Score -326723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -326725.531250 Penalty: 3825.372070
	Iteration 31Q: 3 clusters Score -326725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -326727.125000 Penalty: 3825.372070
	Iteration 32Q: 3 clusters Score -326727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -326727.875000 Penalty: 3825.372070
	Iteration 33Q: 3 clusters Score -326727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -326728.687500 Penalty: 3825.372070
	Iteration 34Q: 3 clusters Score -326728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -326728.843750 Penalty: 3825.372070
	Iteration 35Q: 3 clusters Score -326728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -326729.531250 Penalty: 3825.372070
	Iteration 36Q: 3 clusters Score -326729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -326729.531250 Penalty: 3825.372070
	Iteration 37F: 3 clusters Score -326729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1686983.125000 Penalty: 2354.608887
	Iteration 0F: 2 clusters Score -1686983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1677202.125000 Penalty: 4709.217773
	Iteration 0F: 3 clusters Score -1677202 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1680219.375000 Penalty: 4709.217773
	Iteration 1F: 3 clusters Score -1680219 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1680619.500000 Penalty: 4709.217773
	Iteration 2F: 3 clusters Score -1680620 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1680940.250000 Penalty: 4709.217773
	Iteration 3F: 3 clusters Score -1680940 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1681244.625000 Penalty: 4709.217773
	Iteration 4Q: 3 clusters Score -1681245 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1681540.375000 Penalty: 4709.217773
	Iteration 5Q: 3 clusters Score -1681540 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1681870.000000 Penalty: 4709.217773
	Iteration 6Q: 3 clusters Score -1681870 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1682266.250000 Penalty: 4709.217773
	Iteration 7Q: 3 clusters Score -1682266 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1682687.625000 Penalty: 4709.217773
	Iteration 8Q: 3 clusters Score -1682688 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1683087.250000 Penalty: 4709.217773
	Iteration 9Q: 3 clusters Score -1683087 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1683436.750000 Penalty: 4709.217773
	Iteration 10Q: 3 clusters Score -1683437 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1683724.375000 Penalty: 4709.217773
	Iteration 11Q: 3 clusters Score -1683724 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1683991.750000 Penalty: 4709.217773
	Iteration 12Q: 3 clusters Score -1683992 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1684221.625000 Penalty: 4709.217773
	Iteration 13Q: 3 clusters Score -1684222 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1684445.250000 Penalty: 4709.217773
	Iteration 14Q: 3 clusters Score -1684445 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1684615.125000 Penalty: 4709.217773
	Iteration 15Q: 3 clusters Score -1684615 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1684754.250000 Penalty: 4709.217773
	Iteration 16Q: 3 clusters Score -1684754 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1684874.875000 Penalty: 4709.217773
	Iteration 17Q: 3 clusters Score -1684875 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1684978.000000 Penalty: 4709.217773
	Iteration 18Q: 3 clusters Score -1684978 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1685073.625000 Penalty: 4709.217773
	Iteration 19Q: 3 clusters Score -1685074 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1685156.250000 Penalty: 4709.217773
	Iteration 20F: 3 clusters Score -1685156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1685215.125000 Penalty: 4709.217773
	Iteration 21Q: 3 clusters Score -1685215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1685271.375000 Penalty: 4709.217773
	Iteration 22Q: 3 clusters Score -1685271 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1685321.625000 Penalty: 4709.217773
	Iteration 23Q: 3 clusters Score -1685322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1685358.000000 Penalty: 4709.217773
	Iteration 24Q: 3 clusters Score -1685358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1685401.750000 Penalty: 4709.217773
	Iteration 25Q: 3 clusters Score -1685402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1685438.750000 Penalty: 4709.217773
	Iteration 26Q: 3 clusters Score -1685439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1685473.000000 Penalty: 4709.217773
	Iteration 27Q: 3 clusters Score -1685473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1685497.000000 Penalty: 4709.217773
	Iteration 28Q: 3 clusters Score -1685497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1685531.000000 Penalty: 4709.217773
	Iteration 29Q: 3 clusters Score -1685531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1685552.750000 Penalty: 4709.217773
	Iteration 30Q: 3 clusters Score -1685553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1685594.250000 Penalty: 4709.217773
	Iteration 31Q: 3 clusters Score -1685594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1685632.625000 Penalty: 4709.217773
	Iteration 32Q: 3 clusters Score -1685633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1685660.875000 Penalty: 4709.217773
	Iteration 33Q: 3 clusters Score -1685661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1685687.250000 Penalty: 4709.217773
	Iteration 34Q: 3 clusters Score -1685687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1685710.125000 Penalty: 4709.217773
	Iteration 35Q: 3 clusters Score -1685710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1685744.875000 Penalty: 4709.217773
	Iteration 36Q: 3 clusters Score -1685745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1685769.875000 Penalty: 4709.217773
	Iteration 37Q: 3 clusters Score -1685770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1685799.375000 Penalty: 4709.217773
	Iteration 38Q: 3 clusters Score -1685799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1685817.750000 Penalty: 4709.217773
	Iteration 39Q: 3 clusters Score -1685818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1685830.500000 Penalty: 4709.217773
	Iteration 40F: 3 clusters Score -1685830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1685843.250000 Penalty: 4709.217773
	Iteration 41Q: 3 clusters Score -1685843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1685855.625000 Penalty: 4709.217773
	Iteration 42Q: 3 clusters Score -1685856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1685865.875000 Penalty: 4709.217773
	Iteration 43Q: 3 clusters Score -1685866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1685867.125000 Penalty: 4709.217773
	Iteration 44Q: 3 clusters Score -1685867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1685880.250000 Penalty: 4709.217773
	Iteration 45Q: 3 clusters Score -1685880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1685890.125000 Penalty: 4709.217773
	Iteration 46Q: 3 clusters Score -1685890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1685894.000000 Penalty: 4709.217773
	Iteration 47Q: 3 clusters Score -1685894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1685904.250000 Penalty: 4709.217773
	Iteration 48Q: 3 clusters Score -1685904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1685909.125000 Penalty: 4709.217773
	Iteration 49Q: 3 clusters Score -1685909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1685915.625000 Penalty: 4709.217773
	Iteration 50Q: 3 clusters Score -1685916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1685917.750000 Penalty: 4709.217773
	Iteration 51Q: 3 clusters Score -1685918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1685927.875000 Penalty: 4709.217773
	Iteration 52Q: 3 clusters Score -1685928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1685943.750000 Penalty: 4709.217773
	Iteration 53Q: 3 clusters Score -1685944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1685949.375000 Penalty: 4709.217773
	Iteration 54Q: 3 clusters Score -1685949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1685955.125000 Penalty: 4709.217773
	Iteration 55Q: 3 clusters Score -1685955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1685966.750000 Penalty: 4709.217773
	Iteration 56Q: 3 clusters Score -1685967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1685975.875000 Penalty: 4709.217773
	Iteration 57Q: 3 clusters Score -1685976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1685995.375000 Penalty: 4709.217773
	Iteration 58Q: 3 clusters Score -1685995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1685999.875000 Penalty: 4709.217773
	Iteration 59Q: 3 clusters Score -1686000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1686024.625000 Penalty: 4709.217773
	Iteration 60F: 3 clusters Score -1686025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1686039.375000 Penalty: 4709.217773
	Iteration 61Q: 3 clusters Score -1686039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1686051.250000 Penalty: 4709.217773
	Iteration 62Q: 3 clusters Score -1686051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1686065.625000 Penalty: 4709.217773
	Iteration 63Q: 3 clusters Score -1686066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1686073.500000 Penalty: 4709.217773
	Iteration 64Q: 3 clusters Score -1686074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1686078.250000 Penalty: 4709.217773
	Iteration 65Q: 3 clusters Score -1686078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1686082.500000 Penalty: 4709.217773
	Iteration 66Q: 3 clusters Score -1686082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1686081.500000 Penalty: 4709.217773
	Iteration 67Q: 3 clusters Score -1686082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1686084.500000 Penalty: 4709.217773
	Iteration 68Q: 3 clusters Score -1686084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1686085.375000 Penalty: 4709.217773
	Iteration 69Q: 3 clusters Score -1686085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1686086.500000 Penalty: 4709.217773
	Iteration 70Q: 3 clusters Score -1686086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1686089.750000 Penalty: 4709.217773
	Iteration 71Q: 3 clusters Score -1686090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1686089.750000 Penalty: 4709.217773
	Iteration 72Q: 3 clusters Score -1686090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1686090.000000 Penalty: 4709.217773
	Iteration 73Q: 3 clusters Score -1686090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1686091.250000 Penalty: 4709.217773
	Iteration 74Q: 3 clusters Score -1686091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1686087.500000 Penalty: 4709.217773
	Iteration 75Q: 3 clusters Score -1686088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1686087.500000 Penalty: 4709.217773
	Iteration 76F: 3 clusters Score -1686088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -137637.250000 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -137637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135721.703125 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -135721.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136006.390625 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -136006.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136157.203125 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -136157.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136241.500000 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -136241.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -136299.500000 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -136299.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136353.953125 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -136354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136414.890625 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -136414.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136454.250000 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -136454.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136486.656250 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -136486.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -136510.312500 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -136510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136527.484375 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -136527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136534.703125 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -136534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136537.703125 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -136537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136546.250000 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -136546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -136549.296875 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -136549.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -136549.296875 Penalty: 3411.649902
	Iteration 15F: 3 clusters Score -136549.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -760344.687500 Penalty: 2124.174805
	Iteration 0F: 2 clusters Score -760344.7 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 2687 members 
Entering Unmasked Estep 
Score: -755653.937500 Penalty: 4248.349609
	Iteration 0F: 3 clusters Score -755653.9 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -756799.375000 Penalty: 4248.349609
	Iteration 1F: 3 clusters Score -756799.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -757002.875000 Penalty: 4248.349609
	Iteration 2F: 3 clusters Score -757002.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -757118.500000 Penalty: 4248.349609
	Iteration 3Q: 3 clusters Score -757118.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -757225.625000 Penalty: 4248.349609
	Iteration 4Q: 3 clusters Score -757225.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -757326.812500 Penalty: 4248.349609
	Iteration 5Q: 3 clusters Score -757326.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -757480.000000 Penalty: 4248.349609
	Iteration 6Q: 3 clusters Score -757480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -757699.312500 Penalty: 4248.349609
	Iteration 7Q: 3 clusters Score -757699.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -757998.250000 Penalty: 4248.349609
	Iteration 8F: 3 clusters Score -757998.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -758322.687500 Penalty: 4248.349609
	Iteration 9F: 3 clusters Score -758322.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -758590.125000 Penalty: 4248.349609
	Iteration 10F: 3 clusters Score -758590.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -758795.375000 Penalty: 4248.349609
	Iteration 11Q: 3 clusters Score -758795.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -758919.750000 Penalty: 4248.349609
	Iteration 12Q: 3 clusters Score -758919.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -758999.875000 Penalty: 4248.349609
	Iteration 13Q: 3 clusters Score -758999.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -759045.375000 Penalty: 4248.349609
	Iteration 14Q: 3 clusters Score -759045.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -759069.812500 Penalty: 4248.349609
	Iteration 15Q: 3 clusters Score -759069.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -759085.062500 Penalty: 4248.349609
	Iteration 16Q: 3 clusters Score -759085.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -759093.562500 Penalty: 4248.349609
	Iteration 17Q: 3 clusters Score -759093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -759098.312500 Penalty: 4248.349609
	Iteration 18Q: 3 clusters Score -759098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -759101.500000 Penalty: 4248.349609
	Iteration 19Q: 3 clusters Score -759101.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -759103.625000 Penalty: 4248.349609
	Iteration 20F: 3 clusters Score -759103.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Entering Unmasked Estep 
Score: -4441446.500000 Penalty: 2572.509521
	Iteration 0F: 2 clusters Score -4441446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -4419644.000000 Penalty: 5145.019043
	Iteration 0F: 3 clusters Score -4419644 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4427703.500000 Penalty: 5145.019043
	Iteration 1F: 3 clusters Score -4427704 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4428540.500000 Penalty: 5145.019043
	Iteration 2F: 3 clusters Score -4428540 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4429440.000000 Penalty: 5145.019043
	Iteration 3F: 3 clusters Score -4429440 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4430419.500000 Penalty: 5145.019043
	Iteration 4F: 3 clusters Score -4430420 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4431524.500000 Penalty: 5145.019043
	Iteration 5F: 3 clusters Score -4431524 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4432690.500000 Penalty: 5145.019043
	Iteration 6F: 3 clusters Score -4432690 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4433948.500000 Penalty: 5145.019043
	Iteration 7F: 3 clusters Score -4433948 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4435155.000000 Penalty: 5145.019043
	Iteration 8F: 3 clusters Score -4435155 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4436209.000000 Penalty: 5145.019043
	Iteration 9Q: 3 clusters Score -4436209 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4436985.000000 Penalty: 5145.019043
	Iteration 10Q: 3 clusters Score -4436985 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4437609.000000 Penalty: 5145.019043
	Iteration 11Q: 3 clusters Score -4437609 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4438055.500000 Penalty: 5145.019043
	Iteration 12Q: 3 clusters Score -4438056 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4438366.500000 Penalty: 5145.019043
	Iteration 13Q: 3 clusters Score -4438366 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4438609.500000 Penalty: 5145.019043
	Iteration 14Q: 3 clusters Score -4438610 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4438776.500000 Penalty: 5145.019043
	Iteration 15Q: 3 clusters Score -4438776 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4438886.000000 Penalty: 5145.019043
	Iteration 16Q: 3 clusters Score -4438886 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4438970.000000 Penalty: 5145.019043
	Iteration 17Q: 3 clusters Score -4438970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4439061.000000 Penalty: 5145.019043
	Iteration 18Q: 3 clusters Score -4439061 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4439108.000000 Penalty: 5145.019043
	Iteration 19Q: 3 clusters Score -4439108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4439142.500000 Penalty: 5145.019043
	Iteration 20F: 3 clusters Score -4439142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4439165.000000 Penalty: 5145.019043
	Iteration 21Q: 3 clusters Score -4439165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4439175.500000 Penalty: 5145.019043
	Iteration 22Q: 3 clusters Score -4439176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4439195.000000 Penalty: 5145.019043
	Iteration 23Q: 3 clusters Score -4439195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4439208.500000 Penalty: 5145.019043
	Iteration 24Q: 3 clusters Score -4439208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4439221.000000 Penalty: 5145.019043
	Iteration 25Q: 3 clusters Score -4439221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4439241.000000 Penalty: 5145.019043
	Iteration 26Q: 3 clusters Score -4439241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4439248.500000 Penalty: 5145.019043
	Iteration 27Q: 3 clusters Score -4439248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4439267.500000 Penalty: 5145.019043
	Iteration 28Q: 3 clusters Score -4439268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4439279.500000 Penalty: 5145.019043
	Iteration 29Q: 3 clusters Score -4439280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4439289.500000 Penalty: 5145.019043
	Iteration 30Q: 3 clusters Score -4439290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4439298.000000 Penalty: 5145.019043
	Iteration 31Q: 3 clusters Score -4439298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4439310.000000 Penalty: 5145.019043
	Iteration 32Q: 3 clusters Score -4439310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4439315.000000 Penalty: 5145.019043
	Iteration 33Q: 3 clusters Score -4439315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4439319.500000 Penalty: 5145.019043
	Iteration 34Q: 3 clusters Score -4439320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4439328.500000 Penalty: 5145.019043
	Iteration 35Q: 3 clusters Score -4439328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4439333.000000 Penalty: 5145.019043
	Iteration 36Q: 3 clusters Score -4439333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4439331.500000 Penalty: 5145.019043
	Iteration 37Q: 3 clusters Score -4439332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4439334.500000 Penalty: 5145.019043
	Iteration 38Q: 3 clusters Score -4439334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4439338.500000 Penalty: 5145.019043
	Iteration 39Q: 3 clusters Score -4439338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4439341.000000 Penalty: 5145.019043
	Iteration 40F: 3 clusters Score -4439341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4439344.500000 Penalty: 5145.019043
	Iteration 41Q: 3 clusters Score -4439344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4439344.000000 Penalty: 5145.019043
	Iteration 42Q: 3 clusters Score -4439344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4439343.500000 Penalty: 5145.019043
	Iteration 43Q: 3 clusters Score -4439344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4439352.000000 Penalty: 5145.019043
	Iteration 44Q: 3 clusters Score -4439352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4439350.000000 Penalty: 5145.019043
	Iteration 45Q: 3 clusters Score -4439350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4439356.500000 Penalty: 5145.019043
	Iteration 46Q: 3 clusters Score -4439356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4439361.500000 Penalty: 5145.019043
	Iteration 47Q: 3 clusters Score -4439362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4439363.500000 Penalty: 5145.019043
	Iteration 48Q: 3 clusters Score -4439364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4439358.500000 Penalty: 5145.019043
	Iteration 49Q: 3 clusters Score -4439358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4439366.500000 Penalty: 5145.019043
	Iteration 50Q: 3 clusters Score -4439366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4439366.000000 Penalty: 5145.019043
	Iteration 51Q: 3 clusters Score -4439366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4439370.000000 Penalty: 5145.019043
	Iteration 52Q: 3 clusters Score -4439370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4439378.500000 Penalty: 5145.019043
	Iteration 53Q: 3 clusters Score -4439378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4439376.000000 Penalty: 5145.019043
	Iteration 54Q: 3 clusters Score -4439376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4439374.500000 Penalty: 5145.019043
	Iteration 55Q: 3 clusters Score -4439374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4439377.000000 Penalty: 5145.019043
	Iteration 56Q: 3 clusters Score -4439377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4439374.000000 Penalty: 5145.019043
	Iteration 57Q: 3 clusters Score -4439374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4439376.500000 Penalty: 5145.019043
	Iteration 58Q: 3 clusters Score -4439376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4439376.000000 Penalty: 5145.019043
	Iteration 59Q: 3 clusters Score -4439376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4439376.000000 Penalty: 5145.019043
	Iteration 60F: 3 clusters Score -4439376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4439376.500000 Penalty: 5145.019043
	Iteration 61Q: 3 clusters Score -4439376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4439378.000000 Penalty: 5145.019043
	Iteration 62Q: 3 clusters Score -4439378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4439378.000000 Penalty: 5145.019043
	Iteration 63F: 3 clusters Score -4439378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -505937.843750 Penalty: 2024.515991
	Iteration 0F: 2 clusters Score -505937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -502369.218750 Penalty: 4049.031982
	Iteration 0F: 3 clusters Score -502369.2 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -503135.562500 Penalty: 4049.031982
	Iteration 1F: 3 clusters Score -503135.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -503297.406250 Penalty: 4049.031982
	Iteration 2F: 3 clusters Score -503297.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -503420.687500 Penalty: 4049.031982
	Iteration 3Q: 3 clusters Score -503420.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -503500.281250 Penalty: 4049.031982
	Iteration 4Q: 3 clusters Score -503500.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -503569.312500 Penalty: 4049.031982
	Iteration 5Q: 3 clusters Score -503569.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -503622.437500 Penalty: 4049.031982
	Iteration 6Q: 3 clusters Score -503622.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -503672.468750 Penalty: 4049.031982
	Iteration 7Q: 3 clusters Score -503672.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -503712.875000 Penalty: 4049.031982
	Iteration 8Q: 3 clusters Score -503712.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -503761.843750 Penalty: 4049.031982
	Iteration 9Q: 3 clusters Score -503761.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -503808.937500 Penalty: 4049.031982
	Iteration 10Q: 3 clusters Score -503808.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -503857.375000 Penalty: 4049.031982
	Iteration 11Q: 3 clusters Score -503857.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -503903.156250 Penalty: 4049.031982
	Iteration 12Q: 3 clusters Score -503903.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -503945.687500 Penalty: 4049.031982
	Iteration 13Q: 3 clusters Score -503945.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -503986.656250 Penalty: 4049.031982
	Iteration 14Q: 3 clusters Score -503986.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -504030.500000 Penalty: 4049.031982
	Iteration 15Q: 3 clusters Score -504030.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -504065.687500 Penalty: 4049.031982
	Iteration 16Q: 3 clusters Score -504065.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -504097.812500 Penalty: 4049.031982
	Iteration 17Q: 3 clusters Score -504097.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -504135.500000 Penalty: 4049.031982
	Iteration 18Q: 3 clusters Score -504135.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -504163.625000 Penalty: 4049.031982
	Iteration 19Q: 3 clusters Score -504163.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -504191.062500 Penalty: 4049.031982
	Iteration 20F: 3 clusters Score -504191.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -504222.281250 Penalty: 4049.031982
	Iteration 21Q: 3 clusters Score -504222.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -504250.218750 Penalty: 4049.031982
	Iteration 22Q: 3 clusters Score -504250.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -504281.593750 Penalty: 4049.031982
	Iteration 23Q: 3 clusters Score -504281.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -504311.718750 Penalty: 4049.031982
	Iteration 24Q: 3 clusters Score -504311.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -504347.625000 Penalty: 4049.031982
	Iteration 25Q: 3 clusters Score -504347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -504366.031250 Penalty: 4049.031982
	Iteration 26Q: 3 clusters Score -504366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -504378.156250 Penalty: 4049.031982
	Iteration 27Q: 3 clusters Score -504378.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -504386.281250 Penalty: 4049.031982
	Iteration 28Q: 3 clusters Score -504386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -504392.187500 Penalty: 4049.031982
	Iteration 29Q: 3 clusters Score -504392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -504395.031250 Penalty: 4049.031982
	Iteration 30Q: 3 clusters Score -504395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -504400.656250 Penalty: 4049.031982
	Iteration 31Q: 3 clusters Score -504400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -504403.218750 Penalty: 4049.031982
	Iteration 32Q: 3 clusters Score -504403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -504407.750000 Penalty: 4049.031982
	Iteration 33Q: 3 clusters Score -504407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -504412.968750 Penalty: 4049.031982
	Iteration 34Q: 3 clusters Score -504413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -504417.531250 Penalty: 4049.031982
	Iteration 35Q: 3 clusters Score -504417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -504426.593750 Penalty: 4049.031982
	Iteration 36Q: 3 clusters Score -504426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -504429.937500 Penalty: 4049.031982
	Iteration 37Q: 3 clusters Score -504429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -504433.531250 Penalty: 4049.031982
	Iteration 38Q: 3 clusters Score -504433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -504440.375000 Penalty: 4049.031982
	Iteration 39Q: 3 clusters Score -504440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -504451.687500 Penalty: 4049.031982
	Iteration 40F: 3 clusters Score -504451.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -504459.781250 Penalty: 4049.031982
	Iteration 41Q: 3 clusters Score -504459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -504464.156250 Penalty: 4049.031982
	Iteration 42Q: 3 clusters Score -504464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -504468.625000 Penalty: 4049.031982
	Iteration 43Q: 3 clusters Score -504468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -504471.593750 Penalty: 4049.031982
	Iteration 44Q: 3 clusters Score -504471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -504473.968750 Penalty: 4049.031982
	Iteration 45Q: 3 clusters Score -504474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -504476.656250 Penalty: 4049.031982
	Iteration 46Q: 3 clusters Score -504476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -504478.750000 Penalty: 4049.031982
	Iteration 47Q: 3 clusters Score -504478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -504482.406250 Penalty: 4049.031982
	Iteration 48Q: 3 clusters Score -504482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -504485.250000 Penalty: 4049.031982
	Iteration 49Q: 3 clusters Score -504485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -504490.718750 Penalty: 4049.031982
	Iteration 50Q: 3 clusters Score -504490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -504493.062500 Penalty: 4049.031982
	Iteration 51Q: 3 clusters Score -504493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -504495.593750 Penalty: 4049.031982
	Iteration 52Q: 3 clusters Score -504495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -504497.812500 Penalty: 4049.031982
	Iteration 53Q: 3 clusters Score -504497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -504500.656250 Penalty: 4049.031982
	Iteration 54Q: 3 clusters Score -504500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -504504.437500 Penalty: 4049.031982
	Iteration 55Q: 3 clusters Score -504504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -504507.375000 Penalty: 4049.031982
	Iteration 56Q: 3 clusters Score -504507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -504510.250000 Penalty: 4049.031982
	Iteration 57Q: 3 clusters Score -504510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -504514.843750 Penalty: 4049.031982
	Iteration 58Q: 3 clusters Score -504514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -504517.093750 Penalty: 4049.031982
	Iteration 59Q: 3 clusters Score -504517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -504517.218750 Penalty: 4049.031982
	Iteration 60F: 3 clusters Score -504517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -504518.156250 Penalty: 4049.031982
	Iteration 61Q: 3 clusters Score -504518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -504518.750000 Penalty: 4049.031982
	Iteration 62Q: 3 clusters Score -504518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -504518.750000 Penalty: 4049.031982
	Iteration 63F: 3 clusters Score -504518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -264523.125000 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -264523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -262044.875000 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -262044.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -262554.250000 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -262554.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -262703.593750 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -262703.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -262779.468750 Penalty: 3716.132812
	Iteration 3Q: 3 clusters Score -262779.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -262833.625000 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -262833.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -262874.125000 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -262874.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -262902.375000 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -262902.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -262921.531250 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -262921.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -262936.718750 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -262936.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -262954.937500 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -262954.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -262974.343750 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -262974.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -263006.593750 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -263006.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -263048.000000 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -263048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -263105.718750 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -263105.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -263165.875000 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -263165.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -263216.937500 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -263216.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -263267.343750 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -263267.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -263316.406250 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -263316.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -263361.812500 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -263361.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -263409.312500 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -263409.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -263437.156250 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -263437.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -263453.375000 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -263453.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -263474.875000 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -263474.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -263500.062500 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -263500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -263513.250000 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -263513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -263523.406250 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -263523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -263528.906250 Penalty: 3716.132812
	Iteration 26Q: 3 clusters Score -263528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -263531.250000 Penalty: 3716.132812
	Iteration 27Q: 3 clusters Score -263531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -263532.593750 Penalty: 3716.132812
	Iteration 28Q: 3 clusters Score -263532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -263533.687500 Penalty: 3716.132812
	Iteration 29Q: 3 clusters Score -263533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -263535.281250 Penalty: 3716.132812
	Iteration 30Q: 3 clusters Score -263535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -263535.281250 Penalty: 3716.132812
	Iteration 31F: 3 clusters Score -263535.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -278293.062500 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -278293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -275735.500000 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -275735.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -276201.562500 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -276201.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276377.718750 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -276377.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -276511.750000 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -276511.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -276646.000000 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -276646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -276791.906250 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -276791.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -276925.312500 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -276925.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -277008.406250 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -277008.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -277065.687500 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -277065.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -277110.375000 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -277110.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -277144.625000 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -277144.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -277187.125000 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -277187.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -277226.500000 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -277226.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -277257.968750 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -277258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -277293.281250 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -277293.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -277335.062500 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -277335.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -277356.406250 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -277356.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -277379.343750 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -277379.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -277399.437500 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -277399.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -277412.156250 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -277412.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -277425.531250 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -277425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -277429.781250 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -277429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -277436.062500 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -277436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -277440.750000 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -277440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -277447.125000 Penalty: 3738.829346
	Iteration 24Q: 3 clusters Score -277447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -277452.312500 Penalty: 3738.829346
	Iteration 25Q: 3 clusters Score -277452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -277458.718750 Penalty: 3738.829346
	Iteration 26Q: 3 clusters Score -277458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -277467.375000 Penalty: 3738.829346
	Iteration 27Q: 3 clusters Score -277467.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -277485.375000 Penalty: 3738.829346
	Iteration 28Q: 3 clusters Score -277485.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -277500.718750 Penalty: 3738.829346
	Iteration 29Q: 3 clusters Score -277500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -277506.156250 Penalty: 3738.829346
	Iteration 30Q: 3 clusters Score -277506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -277511.906250 Penalty: 3738.829346
	Iteration 31Q: 3 clusters Score -277511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -277518.875000 Penalty: 3738.829346
	Iteration 32Q: 3 clusters Score -277518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -277521.000000 Penalty: 3738.829346
	Iteration 33Q: 3 clusters Score -277521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -277523.125000 Penalty: 3738.829346
	Iteration 34Q: 3 clusters Score -277523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -277524.187500 Penalty: 3738.829346
	Iteration 35Q: 3 clusters Score -277524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -277525.031250 Penalty: 3738.829346
	Iteration 36Q: 3 clusters Score -277525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -277527.375000 Penalty: 3738.829346
	Iteration 37Q: 3 clusters Score -277527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -277528.343750 Penalty: 3738.829346
	Iteration 38Q: 3 clusters Score -277528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -277528.343750 Penalty: 3738.829346
	Iteration 39F: 3 clusters Score -277528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Entering Unmasked Estep 
Score: -1572651.625000 Penalty: 2299.642334
	Iteration 0F: 2 clusters Score -1572652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1564527.250000 Penalty: 4599.284668
	Iteration 0F: 3 clusters Score -1564527 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1566910.625000 Penalty: 4599.284668
	Iteration 1F: 3 clusters Score -1566911 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1567201.375000 Penalty: 4599.284668
	Iteration 2F: 3 clusters Score -1567201 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1567408.375000 Penalty: 4599.284668
	Iteration 3Q: 3 clusters Score -1567408 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1567583.625000 Penalty: 4599.284668
	Iteration 4Q: 3 clusters Score -1567584 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1567748.500000 Penalty: 4599.284668
	Iteration 5Q: 3 clusters Score -1567748 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1567934.000000 Penalty: 4599.284668
	Iteration 6Q: 3 clusters Score -1567934 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1568145.125000 Penalty: 4599.284668
	Iteration 7Q: 3 clusters Score -1568145 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1568420.625000 Penalty: 4599.284668
	Iteration 8Q: 3 clusters Score -1568421 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1568719.250000 Penalty: 4599.284668
	Iteration 9Q: 3 clusters Score -1568719 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1569089.625000 Penalty: 4599.284668
	Iteration 10Q: 3 clusters Score -1569090 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1569454.125000 Penalty: 4599.284668
	Iteration 11Q: 3 clusters Score -1569454 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1569797.750000 Penalty: 4599.284668
	Iteration 12Q: 3 clusters Score -1569798 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1570040.000000 Penalty: 4599.284668
	Iteration 13Q: 3 clusters Score -1570040 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1570216.750000 Penalty: 4599.284668
	Iteration 14Q: 3 clusters Score -1570217 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1570327.125000 Penalty: 4599.284668
	Iteration 15Q: 3 clusters Score -1570327 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1570415.875000 Penalty: 4599.284668
	Iteration 16Q: 3 clusters Score -1570416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1570471.375000 Penalty: 4599.284668
	Iteration 17Q: 3 clusters Score -1570471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1570510.000000 Penalty: 4599.284668
	Iteration 18Q: 3 clusters Score -1570510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1570557.625000 Penalty: 4599.284668
	Iteration 19Q: 3 clusters Score -1570558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1570596.250000 Penalty: 4599.284668
	Iteration 20F: 3 clusters Score -1570596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1570616.875000 Penalty: 4599.284668
	Iteration 21Q: 3 clusters Score -1570617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1570628.625000 Penalty: 4599.284668
	Iteration 22Q: 3 clusters Score -1570629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1570640.875000 Penalty: 4599.284668
	Iteration 23Q: 3 clusters Score -1570641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1570650.375000 Penalty: 4599.284668
	Iteration 24Q: 3 clusters Score -1570650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1570662.750000 Penalty: 4599.284668
	Iteration 25Q: 3 clusters Score -1570663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1570669.625000 Penalty: 4599.284668
	Iteration 26Q: 3 clusters Score -1570670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1570676.500000 Penalty: 4599.284668
	Iteration 27Q: 3 clusters Score -1570676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1570679.000000 Penalty: 4599.284668
	Iteration 28Q: 3 clusters Score -1570679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1570678.875000 Penalty: 4599.284668
	Iteration 29Q: 3 clusters Score -1570679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1570679.375000 Penalty: 4599.284668
	Iteration 30Q: 3 clusters Score -1570679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1570679.375000 Penalty: 4599.284668
	Iteration 31F: 3 clusters Score -1570679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2804021.250000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2804021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2790825.250000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2790825 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2795114.500000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2795114 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2795522.250000 Penalty: 4875.601074
	Iteration 2F: 3 clusters Score -2795522 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2795910.000000 Penalty: 4875.601074
	Iteration 3F: 3 clusters Score -2795910 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2796339.500000 Penalty: 4875.601074
	Iteration 4Q: 3 clusters Score -2796340 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2796864.000000 Penalty: 4875.601074
	Iteration 5F: 3 clusters Score -2796864 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2797465.500000 Penalty: 4875.601074
	Iteration 6F: 3 clusters Score -2797466 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2798196.750000 Penalty: 4875.601074
	Iteration 7F: 3 clusters Score -2798197 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2798987.750000 Penalty: 4875.601074
	Iteration 8F: 3 clusters Score -2798988 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2799816.250000 Penalty: 4875.601074
	Iteration 9F: 3 clusters Score -2799816 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2800524.250000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2800524 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2801076.000000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2801076 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2801491.250000 Penalty: 4875.601074
	Iteration 12Q: 3 clusters Score -2801491 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2801757.500000 Penalty: 4875.601074
	Iteration 13Q: 3 clusters Score -2801758 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2801940.250000 Penalty: 4875.601074
	Iteration 14Q: 3 clusters Score -2801940 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2802065.750000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2802066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2802153.250000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2802153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2802202.000000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2802202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2802232.250000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2802232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2802260.000000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2802260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2802291.500000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2802292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2802315.750000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2802316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2802334.250000 Penalty: 4875.601074
	Iteration 22Q: 3 clusters Score -2802334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2802345.250000 Penalty: 4875.601074
	Iteration 23Q: 3 clusters Score -2802345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2802351.250000 Penalty: 4875.601074
	Iteration 24Q: 3 clusters Score -2802351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2802363.000000 Penalty: 4875.601074
	Iteration 25Q: 3 clusters Score -2802363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2802368.500000 Penalty: 4875.601074
	Iteration 26Q: 3 clusters Score -2802368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2802372.000000 Penalty: 4875.601074
	Iteration 27Q: 3 clusters Score -2802372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2802375.000000 Penalty: 4875.601074
	Iteration 28Q: 3 clusters Score -2802375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2802374.000000 Penalty: 4875.601074
	Iteration 29Q: 3 clusters Score -2802374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2802379.000000 Penalty: 4875.601074
	Iteration 30Q: 3 clusters Score -2802379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2802380.250000 Penalty: 4875.601074
	Iteration 31Q: 3 clusters Score -2802380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2802380.250000 Penalty: 4875.601074
	Iteration 32Q: 3 clusters Score -2802380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2802380.250000 Penalty: 4875.601074
	Iteration 33F: 3 clusters Score -2802380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Entering Unmasked Estep 
Score: -1975450.375000 Penalty: 2364.956055
	Iteration 0F: 2 clusters Score -1975450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1965408.000000 Penalty: 4729.912109
	Iteration 0F: 3 clusters Score -1965408 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1968573.625000 Penalty: 4729.912109
	Iteration 1F: 3 clusters Score -1968574 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1968946.250000 Penalty: 4729.912109
	Iteration 2F: 3 clusters Score -1968946 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1969245.500000 Penalty: 4729.912109
	Iteration 3F: 3 clusters Score -1969246 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1969529.625000 Penalty: 4729.912109
	Iteration 4Q: 3 clusters Score -1969530 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1969794.750000 Penalty: 4729.912109
	Iteration 5Q: 3 clusters Score -1969795 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1970074.750000 Penalty: 4729.912109
	Iteration 6Q: 3 clusters Score -1970075 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1970331.750000 Penalty: 4729.912109
	Iteration 7Q: 3 clusters Score -1970332 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1970603.750000 Penalty: 4729.912109
	Iteration 8Q: 3 clusters Score -1970604 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1970875.625000 Penalty: 4729.912109
	Iteration 9Q: 3 clusters Score -1970876 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1971119.250000 Penalty: 4729.912109
	Iteration 10Q: 3 clusters Score -1971119 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1971359.875000 Penalty: 4729.912109
	Iteration 11Q: 3 clusters Score -1971360 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1971607.750000 Penalty: 4729.912109
	Iteration 12Q: 3 clusters Score -1971608 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1971843.125000 Penalty: 4729.912109
	Iteration 13Q: 3 clusters Score -1971843 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1972052.000000 Penalty: 4729.912109
	Iteration 14Q: 3 clusters Score -1972052 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1972258.250000 Penalty: 4729.912109
	Iteration 15Q: 3 clusters Score -1972258 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1972441.125000 Penalty: 4729.912109
	Iteration 16Q: 3 clusters Score -1972441 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1972624.500000 Penalty: 4729.912109
	Iteration 17Q: 3 clusters Score -1972624 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1972801.875000 Penalty: 4729.912109
	Iteration 18Q: 3 clusters Score -1972802 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1972974.125000 Penalty: 4729.912109
	Iteration 19Q: 3 clusters Score -1972974 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1973142.500000 Penalty: 4729.912109
	Iteration 20F: 3 clusters Score -1973142 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1973339.375000 Penalty: 4729.912109
	Iteration 21Q: 3 clusters Score -1973339 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1973494.000000 Penalty: 4729.912109
	Iteration 22Q: 3 clusters Score -1973494 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1973657.750000 Penalty: 4729.912109
	Iteration 23Q: 3 clusters Score -1973658 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1973783.375000 Penalty: 4729.912109
	Iteration 24Q: 3 clusters Score -1973783 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1973900.000000 Penalty: 4729.912109
	Iteration 25Q: 3 clusters Score -1973900 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1974001.625000 Penalty: 4729.912109
	Iteration 26Q: 3 clusters Score -1974002 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1974111.875000 Penalty: 4729.912109
	Iteration 27Q: 3 clusters Score -1974112 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1974202.625000 Penalty: 4729.912109
	Iteration 28Q: 3 clusters Score -1974203 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1974288.875000 Penalty: 4729.912109
	Iteration 29Q: 3 clusters Score -1974289 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1974383.875000 Penalty: 4729.912109
	Iteration 30Q: 3 clusters Score -1974384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1974489.375000 Penalty: 4729.912109
	Iteration 31Q: 3 clusters Score -1974489 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1974561.750000 Penalty: 4729.912109
	Iteration 32Q: 3 clusters Score -1974562 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1974657.000000 Penalty: 4729.912109
	Iteration 33Q: 3 clusters Score -1974657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1974799.125000 Penalty: 4729.912109
	Iteration 34Q: 3 clusters Score -1974799 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1974910.625000 Penalty: 4729.912109
	Iteration 35Q: 3 clusters Score -1974911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1974996.625000 Penalty: 4729.912109
	Iteration 36Q: 3 clusters Score -1974997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1975035.125000 Penalty: 4729.912109
	Iteration 37Q: 3 clusters Score -1975035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1975058.500000 Penalty: 4729.912109
	Iteration 38Q: 3 clusters Score -1975058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1975079.875000 Penalty: 4729.912109
	Iteration 39Q: 3 clusters Score -1975080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1975087.625000 Penalty: 4729.912109
	Iteration 40F: 3 clusters Score -1975088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1975099.125000 Penalty: 4729.912109
	Iteration 41Q: 3 clusters Score -1975099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1975101.875000 Penalty: 4729.912109
	Iteration 42Q: 3 clusters Score -1975102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1975110.125000 Penalty: 4729.912109
	Iteration 43Q: 3 clusters Score -1975110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1975109.875000 Penalty: 4729.912109
	Iteration 44Q: 3 clusters Score -1975110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1975110.500000 Penalty: 4729.912109
	Iteration 45Q: 3 clusters Score -1975110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1975111.000000 Penalty: 4729.912109
	Iteration 46Q: 3 clusters Score -1975111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1975110.250000 Penalty: 4729.912109
	Iteration 47Q: 3 clusters Score -1975110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1975109.375000 Penalty: 4729.912109
	Iteration 48Q: 3 clusters Score -1975109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1975108.750000 Penalty: 4729.912109
	Iteration 49Q: 3 clusters Score -1975109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1975112.500000 Penalty: 4729.912109
	Iteration 50Q: 3 clusters Score -1975112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1975113.875000 Penalty: 4729.912109
	Iteration 51Q: 3 clusters Score -1975114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1975113.875000 Penalty: 4729.912109
	Iteration 52F: 3 clusters Score -1975114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -867132.625000 Penalty: 2168.197998
	Iteration 0F: 2 clusters Score -867132.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -861875.750000 Penalty: 4336.395996
	Iteration 0F: 3 clusters Score -861875.8 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -863410.437500 Penalty: 4336.395996
	Iteration 1F: 3 clusters Score -863410.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -863796.062500 Penalty: 4336.395996
	Iteration 2F: 3 clusters Score -863796.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -864185.062500 Penalty: 4336.395996
	Iteration 3F: 3 clusters Score -864185.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -864549.312500 Penalty: 4336.395996
	Iteration 4F: 3 clusters Score -864549.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -864824.062500 Penalty: 4336.395996
	Iteration 5F: 3 clusters Score -864824.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -865059.375000 Penalty: 4336.395996
	Iteration 6Q: 3 clusters Score -865059.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -865244.500000 Penalty: 4336.395996
	Iteration 7Q: 3 clusters Score -865244.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -865368.812500 Penalty: 4336.395996
	Iteration 8Q: 3 clusters Score -865368.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -865457.375000 Penalty: 4336.395996
	Iteration 9Q: 3 clusters Score -865457.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -865504.500000 Penalty: 4336.395996
	Iteration 10Q: 3 clusters Score -865504.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -865529.187500 Penalty: 4336.395996
	Iteration 11Q: 3 clusters Score -865529.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -865541.750000 Penalty: 4336.395996
	Iteration 12Q: 3 clusters Score -865541.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -865552.250000 Penalty: 4336.395996
	Iteration 13Q: 3 clusters Score -865552.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -865559.000000 Penalty: 4336.395996
	Iteration 14Q: 3 clusters Score -865559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -865569.750000 Penalty: 4336.395996
	Iteration 15Q: 3 clusters Score -865569.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -865581.125000 Penalty: 4336.395996
	Iteration 16Q: 3 clusters Score -865581.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -865589.312500 Penalty: 4336.395996
	Iteration 17Q: 3 clusters Score -865589.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -865599.625000 Penalty: 4336.395996
	Iteration 18Q: 3 clusters Score -865599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -865599.250000 Penalty: 4336.395996
	Iteration 19Q: 3 clusters Score -865599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -865605.062500 Penalty: 4336.395996
	Iteration 20F: 3 clusters Score -865605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -865605.062500 Penalty: 4336.395996
	Iteration 21Q: 3 clusters Score -865605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -865607.375000 Penalty: 4336.395996
	Iteration 22Q: 3 clusters Score -865607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -865609.375000 Penalty: 4336.395996
	Iteration 23Q: 3 clusters Score -865609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -865608.687500 Penalty: 4336.395996
	Iteration 24Q: 3 clusters Score -865608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -865608.687500 Penalty: 4336.395996
	Iteration 25F: 3 clusters Score -865608.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -41806.656250 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -41806.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40513.125000 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -40513.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40646.351562 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -40646.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40690.574219 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -40690.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40713.421875 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -40713.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40720.925781 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -40720.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40722.292969 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -40722.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40732.140625 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -40732.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40747.156250 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -40747.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40752.640625 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -40752.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40752.640625 Penalty: 2864.177490
	Iteration 9F: 3 clusters Score -40752.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (194052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Entering Unmasked Estep 
Score: -29004612.000000 Penalty: 3019.618652
	Iteration 0F: 2 clusters Score -2.900461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -28876846.000000 Penalty: 6039.237305
	Iteration 0F: 3 clusters Score -2.887685e+07 nChanged 93299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -28931428.000000 Penalty: 6039.237305
	Iteration 1F: 3 clusters Score -2.893143e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 99923 members 
Entering Unmasked Estep 
Score: -28932670.000000 Penalty: 6039.237305
	Iteration 2Q: 3 clusters Score -2.893267e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -28934128.000000 Penalty: 6039.237305
	Iteration 3Q: 3 clusters Score -2.893413e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -28936176.000000 Penalty: 6039.237305
	Iteration 4Q: 3 clusters Score -2.893618e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -28938568.000000 Penalty: 6039.237305
	Iteration 5Q: 3 clusters Score -2.893857e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -28941840.000000 Penalty: 6039.237305
	Iteration 6Q: 3 clusters Score -2.894184e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 122122 members 
Entering Unmasked Estep 
Score: -28946974.000000 Penalty: 6039.237305
	Iteration 7F: 3 clusters Score -2.894697e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 131786 members 
Entering Unmasked Estep 
Score: -28954246.000000 Penalty: 6039.237305
	Iteration 8F: 3 clusters Score -2.895425e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -28962970.000000 Penalty: 6039.237305
	Iteration 9F: 3 clusters Score -2.896297e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 153399 members 
Entering Unmasked Estep 
Score: -28972324.000000 Penalty: 6039.237305
	Iteration 10F: 3 clusters Score -2.897232e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 162114 members 
Entering Unmasked Estep 
Score: -28979774.000000 Penalty: 6039.237305
	Iteration 11Q: 3 clusters Score -2.897977e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 168498 members 
Entering Unmasked Estep 
Score: -28985114.000000 Penalty: 6039.237305
	Iteration 12Q: 3 clusters Score -2.898511e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -28988454.000000 Penalty: 6039.237305
	Iteration 13Q: 3 clusters Score -2.898845e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 177543 members 
Entering Unmasked Estep 
Score: -28991206.000000 Penalty: 6039.237305
	Iteration 14Q: 3 clusters Score -2.899121e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 181055 members 
Entering Unmasked Estep 
Score: -28993496.000000 Penalty: 6039.237305
	Iteration 15Q: 3 clusters Score -2.89935e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -28995330.000000 Penalty: 6039.237305
	Iteration 16Q: 3 clusters Score -2.899533e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 186417 members 
Entering Unmasked Estep 
Score: -28996950.000000 Penalty: 6039.237305
	Iteration 17Q: 3 clusters Score -2.899695e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 188463 members 
Entering Unmasked Estep 
Score: -28998160.000000 Penalty: 6039.237305
	Iteration 18Q: 3 clusters Score -2.899816e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 190066 members 
Entering Unmasked Estep 
Score: -28999368.000000 Penalty: 6039.237305
	Iteration 19Q: 3 clusters Score -2.899937e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 191219 members 
Entering Unmasked Estep 
Score: -29000090.000000 Penalty: 6039.237305
	Iteration 20F: 3 clusters Score -2.900009e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 192042 members 
Entering Unmasked Estep 
Score: -29000680.000000 Penalty: 6039.237305
	Iteration 21Q: 3 clusters Score -2.900068e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 192594 members 
Entering Unmasked Estep 
Score: -29001056.000000 Penalty: 6039.237305
	Iteration 22Q: 3 clusters Score -2.900106e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 192963 members 
Entering Unmasked Estep 
Score: -29001304.000000 Penalty: 6039.237305
	Iteration 23Q: 3 clusters Score -2.90013e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 193181 members 
Entering Unmasked Estep 
Score: -29001488.000000 Penalty: 6039.237305
	Iteration 24Q: 3 clusters Score -2.900149e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 193313 members 
Entering Unmasked Estep 
Score: -29001574.000000 Penalty: 6039.237305
	Iteration 25Q: 3 clusters Score -2.900157e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 193407 members 
Entering Unmasked Estep 
Score: -29001632.000000 Penalty: 6039.237305
	Iteration 26Q: 3 clusters Score -2.900163e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 193475 members 
Entering Unmasked Estep 
Score: -29001738.000000 Penalty: 6039.237305
	Iteration 27Q: 3 clusters Score -2.900174e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 193522 members 
Entering Unmasked Estep 
Score: -29001788.000000 Penalty: 6039.237305
	Iteration 28Q: 3 clusters Score -2.900179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 193553 members 
Entering Unmasked Estep 
Score: -29001788.000000 Penalty: 6039.237305
	Iteration 29Q: 3 clusters Score -2.900179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 193578 members 
Entering Unmasked Estep 
Score: -29001784.000000 Penalty: 6039.237305
	Iteration 30Q: 3 clusters Score -2.900178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 193587 members 
Entering Unmasked Estep 
Score: -29001808.000000 Penalty: 6039.237305
	Iteration 31Q: 3 clusters Score -2.900181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 193594 members 
Entering Unmasked Estep 
Score: -29001808.000000 Penalty: 6039.237305
	Iteration 32Q: 3 clusters Score -2.900181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 193601 members 
Entering Unmasked Estep 
Score: -29001812.000000 Penalty: 6039.237305
	Iteration 33Q: 3 clusters Score -2.900181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 193607 members 
Entering Unmasked Estep 
Score: -29001840.000000 Penalty: 6039.237305
	Iteration 34Q: 3 clusters Score -2.900184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 193610 members 
Entering Unmasked Estep 
Score: -29001844.000000 Penalty: 6039.237305
	Iteration 35Q: 3 clusters Score -2.900184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -29001846.000000 Penalty: 6039.237305
	Iteration 36Q: 3 clusters Score -2.900185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 193619 members 
Entering Unmasked Estep 
Score: -29001838.000000 Penalty: 6039.237305
	Iteration 37Q: 3 clusters Score -2.900184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 193619 members 
Entering Unmasked Estep 
Score: -29001858.000000 Penalty: 6039.237305
	Iteration 38Q: 3 clusters Score -2.900186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 193620 members 
Entering Unmasked Estep 
Score: -29001880.000000 Penalty: 6039.237305
	Iteration 39Q: 3 clusters Score -2.900188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 193620 members 
Entering Unmasked Estep 
Score: -29001886.000000 Penalty: 6039.237305
	Iteration 40F: 3 clusters Score -2.900189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 193621 members 
Entering Unmasked Estep 
Score: -29001870.000000 Penalty: 6039.237305
	Iteration 41Q: 3 clusters Score -2.900187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 193620 members 
Entering Unmasked Estep 
Score: -29001880.000000 Penalty: 6039.237305
	Iteration 42Q: 3 clusters Score -2.900188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 193619 members 
Entering Unmasked Estep 
Score: -29001870.000000 Penalty: 6039.237305
	Iteration 43Q: 3 clusters Score -2.900187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 193619 members 
Entering Unmasked Estep 
Score: -29001870.000000 Penalty: 6039.237305
	Iteration 44F: 3 clusters Score -2.900187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -38505.546875 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -38505.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37252.085938 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -37252.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37351.789062 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -37351.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37371.289062 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -37371.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37371.289062 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -37371.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -195292.921875 Penalty: 1841.488770
	Iteration 0F: 2 clusters Score -195292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192948.953125 Penalty: 3682.977539
	Iteration 0F: 3 clusters Score -192949 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -193409.796875 Penalty: 3682.977539
	Iteration 1F: 3 clusters Score -193409.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -193577.062500 Penalty: 3682.977539
	Iteration 2F: 3 clusters Score -193577.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -193686.296875 Penalty: 3682.977539
	Iteration 3Q: 3 clusters Score -193686.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -193786.781250 Penalty: 3682.977539
	Iteration 4Q: 3 clusters Score -193786.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -193887.593750 Penalty: 3682.977539
	Iteration 5Q: 3 clusters Score -193887.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193967.390625 Penalty: 3682.977539
	Iteration 6Q: 3 clusters Score -193967.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -194043.156250 Penalty: 3682.977539
	Iteration 7Q: 3 clusters Score -194043.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194114.968750 Penalty: 3682.977539
	Iteration 8Q: 3 clusters Score -194115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -194161.640625 Penalty: 3682.977539
	Iteration 9Q: 3 clusters Score -194161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -194201.406250 Penalty: 3682.977539
	Iteration 10Q: 3 clusters Score -194201.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194244.906250 Penalty: 3682.977539
	Iteration 11Q: 3 clusters Score -194244.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -194273.406250 Penalty: 3682.977539
	Iteration 12Q: 3 clusters Score -194273.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194288.218750 Penalty: 3682.977539
	Iteration 13Q: 3 clusters Score -194288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -194298.437500 Penalty: 3682.977539
	Iteration 14Q: 3 clusters Score -194298.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -194310.546875 Penalty: 3682.977539
	Iteration 15Q: 3 clusters Score -194310.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -194322.984375 Penalty: 3682.977539
	Iteration 16Q: 3 clusters Score -194323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -194326.953125 Penalty: 3682.977539
	Iteration 17Q: 3 clusters Score -194327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -194331.093750 Penalty: 3682.977539
	Iteration 18Q: 3 clusters Score -194331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -194337.187500 Penalty: 3682.977539
	Iteration 19Q: 3 clusters Score -194337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -194353.750000 Penalty: 3682.977539
	Iteration 20F: 3 clusters Score -194353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -194397.093750 Penalty: 3682.977539
	Iteration 21Q: 3 clusters Score -194397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -194407.625000 Penalty: 3682.977539
	Iteration 22Q: 3 clusters Score -194407.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -194417.359375 Penalty: 3682.977539
	Iteration 23Q: 3 clusters Score -194417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -194419.531250 Penalty: 3682.977539
	Iteration 24Q: 3 clusters Score -194419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -194419.984375 Penalty: 3682.977539
	Iteration 25Q: 3 clusters Score -194420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -194419.984375 Penalty: 3682.977539
	Iteration 26F: 3 clusters Score -194420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -743662.437500 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -743662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -738953.437500 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -738953.4 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -740038.687500 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -740038.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -740254.875000 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -740254.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -740397.750000 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -740397.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -740487.625000 Penalty: 4250.425781
	Iteration 4Q: 3 clusters Score -740487.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -740568.937500 Penalty: 4250.425781
	Iteration 5Q: 3 clusters Score -740568.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -740638.875000 Penalty: 4250.425781
	Iteration 6Q: 3 clusters Score -740638.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -740702.187500 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -740702.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -740752.687500 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -740752.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -740793.750000 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -740793.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -740835.875000 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -740835.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -740873.937500 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -740873.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -740913.000000 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -740913 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -740953.500000 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -740953.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -741007.937500 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -741007.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -741057.312500 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -741057.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -741099.875000 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -741099.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -741144.437500 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -741144.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -741187.062500 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -741187.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -741233.625000 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -741233.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -741271.312500 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -741271.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -741304.250000 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -741304.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -741345.000000 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -741345 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -741389.062500 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -741389.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -741424.687500 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -741424.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -741456.437500 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -741456.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -741481.562500 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -741481.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -741514.937500 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -741514.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -741547.750000 Penalty: 4250.425781
	Iteration 28Q: 3 clusters Score -741547.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -741575.812500 Penalty: 4250.425781
	Iteration 29Q: 3 clusters Score -741575.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -741599.937500 Penalty: 4250.425781
	Iteration 30Q: 3 clusters Score -741599.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -741622.375000 Penalty: 4250.425781
	Iteration 31Q: 3 clusters Score -741622.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -741638.000000 Penalty: 4250.425781
	Iteration 32Q: 3 clusters Score -741638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -741649.125000 Penalty: 4250.425781
	Iteration 33Q: 3 clusters Score -741649.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -741661.625000 Penalty: 4250.425781
	Iteration 34Q: 3 clusters Score -741661.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -741674.250000 Penalty: 4250.425781
	Iteration 35Q: 3 clusters Score -741674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -741688.187500 Penalty: 4250.425781
	Iteration 36Q: 3 clusters Score -741688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -741699.750000 Penalty: 4250.425781
	Iteration 37Q: 3 clusters Score -741699.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -741712.062500 Penalty: 4250.425781
	Iteration 38Q: 3 clusters Score -741712.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -741721.750000 Penalty: 4250.425781
	Iteration 39Q: 3 clusters Score -741721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -741732.312500 Penalty: 4250.425781
	Iteration 40F: 3 clusters Score -741732.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -741742.000000 Penalty: 4250.425781
	Iteration 41Q: 3 clusters Score -741742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -741756.187500 Penalty: 4250.425781
	Iteration 42Q: 3 clusters Score -741756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -741762.937500 Penalty: 4250.425781
	Iteration 43Q: 3 clusters Score -741762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -741770.500000 Penalty: 4250.425781
	Iteration 44Q: 3 clusters Score -741770.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -741774.500000 Penalty: 4250.425781
	Iteration 45Q: 3 clusters Score -741774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -741779.625000 Penalty: 4250.425781
	Iteration 46Q: 3 clusters Score -741779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -741784.750000 Penalty: 4250.425781
	Iteration 47Q: 3 clusters Score -741784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -741788.125000 Penalty: 4250.425781
	Iteration 48Q: 3 clusters Score -741788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -741790.750000 Penalty: 4250.425781
	Iteration 49Q: 3 clusters Score -741790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -741791.812500 Penalty: 4250.425781
	Iteration 50Q: 3 clusters Score -741791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -741791.750000 Penalty: 4250.425781
	Iteration 51Q: 3 clusters Score -741791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -741792.312500 Penalty: 4250.425781
	Iteration 52Q: 3 clusters Score -741792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -741794.375000 Penalty: 4250.425781
	Iteration 53Q: 3 clusters Score -741794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -741794.375000 Penalty: 4250.425781
	Iteration 54F: 3 clusters Score -741794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Entering Unmasked Estep 
Score: -5002738.000000 Penalty: 2586.549561
	Iteration 0F: 2 clusters Score -5002738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4979572.000000 Penalty: 5173.099121
	Iteration 0F: 3 clusters Score -4979572 nChanged 15454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4987928.000000 Penalty: 5173.099121
	Iteration 1F: 3 clusters Score -4987928 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4988320.500000 Penalty: 5173.099121
	Iteration 2Q: 3 clusters Score -4988320 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4988605.500000 Penalty: 5173.099121
	Iteration 3Q: 3 clusters Score -4988606 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4988896.500000 Penalty: 5173.099121
	Iteration 4Q: 3 clusters Score -4988896 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4989125.000000 Penalty: 5173.099121
	Iteration 5Q: 3 clusters Score -4989125 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4989287.000000 Penalty: 5173.099121
	Iteration 6Q: 3 clusters Score -4989287 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4989415.500000 Penalty: 5173.099121
	Iteration 7Q: 3 clusters Score -4989416 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4989549.000000 Penalty: 5173.099121
	Iteration 8Q: 3 clusters Score -4989549 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4989718.000000 Penalty: 5173.099121
	Iteration 9Q: 3 clusters Score -4989718 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4989916.500000 Penalty: 5173.099121
	Iteration 10Q: 3 clusters Score -4989916 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4990253.500000 Penalty: 5173.099121
	Iteration 11Q: 3 clusters Score -4990254 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4990732.000000 Penalty: 5173.099121
	Iteration 12Q: 3 clusters Score -4990732 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4991470.000000 Penalty: 5173.099121
	Iteration 13Q: 3 clusters Score -4991470 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4992495.500000 Penalty: 5173.099121
	Iteration 14F: 3 clusters Score -4992496 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -4993930.500000 Penalty: 5173.099121
	Iteration 15F: 3 clusters Score -4993930 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -4995623.500000 Penalty: 5173.099121
	Iteration 16F: 3 clusters Score -4995624 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4997455.000000 Penalty: 5173.099121
	Iteration 17F: 3 clusters Score -4997455 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4998888.000000 Penalty: 5173.099121
	Iteration 18Q: 3 clusters Score -4998888 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4999660.000000 Penalty: 5173.099121
	Iteration 19Q: 3 clusters Score -4999660 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5000005.500000 Penalty: 5173.099121
	Iteration 20F: 3 clusters Score -5000006 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5000199.000000 Penalty: 5173.099121
	Iteration 21Q: 3 clusters Score -5000199 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5000297.500000 Penalty: 5173.099121
	Iteration 22Q: 3 clusters Score -5000298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5000356.500000 Penalty: 5173.099121
	Iteration 23Q: 3 clusters Score -5000356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5000401.500000 Penalty: 5173.099121
	Iteration 24Q: 3 clusters Score -5000402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5000425.500000 Penalty: 5173.099121
	Iteration 25Q: 3 clusters Score -5000426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5000431.000000 Penalty: 5173.099121
	Iteration 26Q: 3 clusters Score -5000431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5000446.500000 Penalty: 5173.099121
	Iteration 27Q: 3 clusters Score -5000446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5000451.500000 Penalty: 5173.099121
	Iteration 28Q: 3 clusters Score -5000452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5000458.000000 Penalty: 5173.099121
	Iteration 29Q: 3 clusters Score -5000458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5000466.500000 Penalty: 5173.099121
	Iteration 30Q: 3 clusters Score -5000466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5000477.000000 Penalty: 5173.099121
	Iteration 31Q: 3 clusters Score -5000477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5000482.000000 Penalty: 5173.099121
	Iteration 32Q: 3 clusters Score -5000482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5000488.000000 Penalty: 5173.099121
	Iteration 33Q: 3 clusters Score -5000488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5000490.000000 Penalty: 5173.099121
	Iteration 34Q: 3 clusters Score -5000490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5000490.000000 Penalty: 5173.099121
	Iteration 35F: 3 clusters Score -5000490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -1044006.750000 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -1044007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1038120.687500 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -1038121 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1039712.937500 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -1039713 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1040053.687500 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -1040054 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1040325.500000 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -1040326 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1040567.562500 Penalty: 4402.072754
	Iteration 4F: 3 clusters Score -1040568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1040822.437500 Penalty: 4402.072754
	Iteration 5F: 3 clusters Score -1040822 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1041057.437500 Penalty: 4402.072754
	Iteration 6F: 3 clusters Score -1041057 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1041288.687500 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -1041289 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1041472.250000 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -1041472 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1041590.625000 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -1041591 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1041685.250000 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -1041685 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1041770.375000 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -1041770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1041842.812500 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -1041843 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1041894.750000 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -1041895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1041925.750000 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -1041926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1041952.125000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -1041952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1041972.437500 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -1041972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1041991.437500 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -1041991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1042013.375000 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -1042013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1042029.312500 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -1042029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1042044.812500 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -1042045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1042055.687500 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -1042056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1042070.250000 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -1042070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1042085.687500 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -1042086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1042095.375000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -1042095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1042111.562500 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -1042112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1042123.687500 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -1042124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1042139.687500 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -1042140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1042151.125000 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -1042151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1042166.250000 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -1042166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1042184.250000 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -1042184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1042194.250000 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -1042194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1042203.500000 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -1042204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1042218.312500 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -1042218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1042229.375000 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -1042229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1042237.875000 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -1042238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1042243.437500 Penalty: 4402.072754
	Iteration 36Q: 3 clusters Score -1042243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1042249.750000 Penalty: 4402.072754
	Iteration 37Q: 3 clusters Score -1042250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1042258.187500 Penalty: 4402.072754
	Iteration 38Q: 3 clusters Score -1042258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1042268.750000 Penalty: 4402.072754
	Iteration 39Q: 3 clusters Score -1042269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1042275.750000 Penalty: 4402.072754
	Iteration 40F: 3 clusters Score -1042276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1042279.125000 Penalty: 4402.072754
	Iteration 41Q: 3 clusters Score -1042279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1042284.750000 Penalty: 4402.072754
	Iteration 42Q: 3 clusters Score -1042285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1042291.125000 Penalty: 4402.072754
	Iteration 43Q: 3 clusters Score -1042291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1042296.500000 Penalty: 4402.072754
	Iteration 44Q: 3 clusters Score -1042296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1042300.312500 Penalty: 4402.072754
	Iteration 45Q: 3 clusters Score -1042300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1042304.312500 Penalty: 4402.072754
	Iteration 46Q: 3 clusters Score -1042304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1042308.687500 Penalty: 4402.072754
	Iteration 47Q: 3 clusters Score -1042309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1042310.187500 Penalty: 4402.072754
	Iteration 48Q: 3 clusters Score -1042310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1042312.625000 Penalty: 4402.072754
	Iteration 49Q: 3 clusters Score -1042313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1042311.562500 Penalty: 4402.072754
	Iteration 50Q: 3 clusters Score -1042312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1042312.125000 Penalty: 4402.072754
	Iteration 51Q: 3 clusters Score -1042312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1042313.250000 Penalty: 4402.072754
	Iteration 52Q: 3 clusters Score -1042313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1042314.625000 Penalty: 4402.072754
	Iteration 53Q: 3 clusters Score -1042315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1042315.375000 Penalty: 4402.072754
	Iteration 54Q: 3 clusters Score -1042315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1042318.312500 Penalty: 4402.072754
	Iteration 55Q: 3 clusters Score -1042318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1042318.187500 Penalty: 4402.072754
	Iteration 56Q: 3 clusters Score -1042318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1042320.437500 Penalty: 4402.072754
	Iteration 57Q: 3 clusters Score -1042320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1042321.125000 Penalty: 4402.072754
	Iteration 58Q: 3 clusters Score -1042321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1042321.875000 Penalty: 4402.072754
	Iteration 59Q: 3 clusters Score -1042322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1042322.187500 Penalty: 4402.072754
	Iteration 60F: 3 clusters Score -1042322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -17404.583984 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -17404.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16558.451172 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -16558.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16622.316406 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -16622.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16626.873047 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -16626.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16636.910156 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -16636.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16636.910156 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -16636.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -43215.140625 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -43215.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41895.941406 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -41895.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42035.105469 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -42035.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42094.199219 Penalty: 2896.958252
	Iteration 2Q: 3 clusters Score -42094.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42127.515625 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -42127.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42154.617188 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -42154.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42188.429688 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -42188.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42217.976562 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -42217.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42244.988281 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -42244.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42281.050781 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -42281.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42297.480469 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -42297.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42297.480469 Penalty: 2896.958252
	Iteration 10F: 3 clusters Score -42297.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (137382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Entering Unmasked Estep 
Score: -20515682.000000 Penalty: 2933.969238
	Iteration 0F: 2 clusters Score -2.051568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -20425246.000000 Penalty: 5867.938477
	Iteration 0F: 3 clusters Score -2.042525e+07 nChanged 65626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -20464260.000000 Penalty: 5867.938477
	Iteration 1F: 3 clusters Score -2.046426e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -20465884.000000 Penalty: 5867.938477
	Iteration 2Q: 3 clusters Score -2.046588e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -20468078.000000 Penalty: 5867.938477
	Iteration 3Q: 3 clusters Score -2.046808e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -20471038.000000 Penalty: 5867.938477
	Iteration 4Q: 3 clusters Score -2.047104e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -20475302.000000 Penalty: 5867.938477
	Iteration 5F: 3 clusters Score -2.04753e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -20481172.000000 Penalty: 5867.938477
	Iteration 6F: 3 clusters Score -2.048117e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -20488476.000000 Penalty: 5867.938477
	Iteration 7F: 3 clusters Score -2.048848e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -20494762.000000 Penalty: 5867.938477
	Iteration 8F: 3 clusters Score -2.049476e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -20498136.000000 Penalty: 5867.938477
	Iteration 9Q: 3 clusters Score -2.049814e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -20499624.000000 Penalty: 5867.938477
	Iteration 10Q: 3 clusters Score -2.049962e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -20500538.000000 Penalty: 5867.938477
	Iteration 11Q: 3 clusters Score -2.050054e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -20501426.000000 Penalty: 5867.938477
	Iteration 12Q: 3 clusters Score -2.050143e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -20502134.000000 Penalty: 5867.938477
	Iteration 13Q: 3 clusters Score -2.050213e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -20503166.000000 Penalty: 5867.938477
	Iteration 14Q: 3 clusters Score -2.050317e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -20504022.000000 Penalty: 5867.938477
	Iteration 15Q: 3 clusters Score -2.050402e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -20504896.000000 Penalty: 5867.938477
	Iteration 16Q: 3 clusters Score -2.05049e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112385 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -20506044.000000 Penalty: 5867.938477
	Iteration 17Q: 3 clusters Score -2.050604e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -20507164.000000 Penalty: 5867.938477
	Iteration 18Q: 3 clusters Score -2.050716e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116677 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -20508096.000000 Penalty: 5867.938477
	Iteration 19Q: 3 clusters Score -2.05081e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118605 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -20508888.000000 Penalty: 5867.938477
	Iteration 20F: 3 clusters Score -2.050889e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -20509596.000000 Penalty: 5867.938477
	Iteration 21Q: 3 clusters Score -2.05096e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121820 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -20510324.000000 Penalty: 5867.938477
	Iteration 22Q: 3 clusters Score -2.051032e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -20510744.000000 Penalty: 5867.938477
	Iteration 23Q: 3 clusters Score -2.051074e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -20511174.000000 Penalty: 5867.938477
	Iteration 24Q: 3 clusters Score -2.051117e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125295 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -20511470.000000 Penalty: 5867.938477
	Iteration 25Q: 3 clusters Score -2.051147e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -20511768.000000 Penalty: 5867.938477
	Iteration 26Q: 3 clusters Score -2.051177e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127084 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -20511982.000000 Penalty: 5867.938477
	Iteration 27Q: 3 clusters Score -2.051198e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -20512094.000000 Penalty: 5867.938477
	Iteration 28Q: 3 clusters Score -2.051209e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -20512236.000000 Penalty: 5867.938477
	Iteration 29Q: 3 clusters Score -2.051224e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -20512464.000000 Penalty: 5867.938477
	Iteration 30Q: 3 clusters Score -2.051246e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129614 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -20512474.000000 Penalty: 5867.938477
	Iteration 31Q: 3 clusters Score -2.051247e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130083 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -20512586.000000 Penalty: 5867.938477
	Iteration 32Q: 3 clusters Score -2.051259e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -20512694.000000 Penalty: 5867.938477
	Iteration 33Q: 3 clusters Score -2.051269e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130939 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -20512752.000000 Penalty: 5867.938477
	Iteration 34Q: 3 clusters Score -2.051275e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131293 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -20512816.000000 Penalty: 5867.938477
	Iteration 35Q: 3 clusters Score -2.051282e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -20512874.000000 Penalty: 5867.938477
	Iteration 36Q: 3 clusters Score -2.051287e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131905 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -20512966.000000 Penalty: 5867.938477
	Iteration 37Q: 3 clusters Score -2.051297e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132189 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -20513004.000000 Penalty: 5867.938477
	Iteration 38Q: 3 clusters Score -2.0513e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132432 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -20513064.000000 Penalty: 5867.938477
	Iteration 39Q: 3 clusters Score -2.051306e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -20513100.000000 Penalty: 5867.938477
	Iteration 40F: 3 clusters Score -2.05131e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -20513138.000000 Penalty: 5867.938477
	Iteration 41Q: 3 clusters Score -2.051314e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133091 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -20513212.000000 Penalty: 5867.938477
	Iteration 42Q: 3 clusters Score -2.051321e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133253 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -20513232.000000 Penalty: 5867.938477
	Iteration 43Q: 3 clusters Score -2.051323e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133406 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -20513230.000000 Penalty: 5867.938477
	Iteration 44Q: 3 clusters Score -2.051323e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133536 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -20513240.000000 Penalty: 5867.938477
	Iteration 45Q: 3 clusters Score -2.051324e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133644 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -20513258.000000 Penalty: 5867.938477
	Iteration 46Q: 3 clusters Score -2.051326e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -20513278.000000 Penalty: 5867.938477
	Iteration 47Q: 3 clusters Score -2.051328e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133834 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -20513320.000000 Penalty: 5867.938477
	Iteration 48Q: 3 clusters Score -2.051332e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -20513296.000000 Penalty: 5867.938477
	Iteration 49Q: 3 clusters Score -2.05133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133973 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -20513294.000000 Penalty: 5867.938477
	Iteration 50Q: 3 clusters Score -2.051329e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20513306.000000 Penalty: 5867.938477
	Iteration 51Q: 3 clusters Score -2.051331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134084 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -20513318.000000 Penalty: 5867.938477
	Iteration 52Q: 3 clusters Score -2.051332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134143 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -20513362.000000 Penalty: 5867.938477
	Iteration 53Q: 3 clusters Score -2.051336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134197 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -20513368.000000 Penalty: 5867.938477
	Iteration 54Q: 3 clusters Score -2.051337e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134248 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -20513350.000000 Penalty: 5867.938477
	Iteration 55Q: 3 clusters Score -2.051335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -20513382.000000 Penalty: 5867.938477
	Iteration 56Q: 3 clusters Score -2.051338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134301 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -20513374.000000 Penalty: 5867.938477
	Iteration 57Q: 3 clusters Score -2.051337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -20513388.000000 Penalty: 5867.938477
	Iteration 58Q: 3 clusters Score -2.051339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134342 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -20513392.000000 Penalty: 5867.938477
	Iteration 59Q: 3 clusters Score -2.051339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -20513388.000000 Penalty: 5867.938477
	Iteration 60F: 3 clusters Score -2.051339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134397 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -20513416.000000 Penalty: 5867.938477
	Iteration 61Q: 3 clusters Score -2.051342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -20513418.000000 Penalty: 5867.938477
	Iteration 62Q: 3 clusters Score -2.051342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134435 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -20513440.000000 Penalty: 5867.938477
	Iteration 63Q: 3 clusters Score -2.051344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -20513448.000000 Penalty: 5867.938477
	Iteration 64Q: 3 clusters Score -2.051345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -20513416.000000 Penalty: 5867.938477
	Iteration 65Q: 3 clusters Score -2.051342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134482 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -20513434.000000 Penalty: 5867.938477
	Iteration 66Q: 3 clusters Score -2.051343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -20513434.000000 Penalty: 5867.938477
	Iteration 67Q: 3 clusters Score -2.051343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -20513432.000000 Penalty: 5867.938477
	Iteration 68Q: 3 clusters Score -2.051343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134506 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -20513436.000000 Penalty: 5867.938477
	Iteration 69Q: 3 clusters Score -2.051344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134523 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -20513440.000000 Penalty: 5867.938477
	Iteration 70Q: 3 clusters Score -2.051344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -20513432.000000 Penalty: 5867.938477
	Iteration 71Q: 3 clusters Score -2.051343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134554 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -20513450.000000 Penalty: 5867.938477
	Iteration 72Q: 3 clusters Score -2.051345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134570 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -20513464.000000 Penalty: 5867.938477
	Iteration 73Q: 3 clusters Score -2.051346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20513444.000000 Penalty: 5867.938477
	Iteration 74Q: 3 clusters Score -2.051344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134587 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -20513436.000000 Penalty: 5867.938477
	Iteration 75Q: 3 clusters Score -2.051344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -20513438.000000 Penalty: 5867.938477
	Iteration 76Q: 3 clusters Score -2.051344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -20513444.000000 Penalty: 5867.938477
	Iteration 77Q: 3 clusters Score -2.051344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134595 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -20513448.000000 Penalty: 5867.938477
	Iteration 78Q: 3 clusters Score -2.051345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134596 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -20513438.000000 Penalty: 5867.938477
	Iteration 79Q: 3 clusters Score -2.051344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134596 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -20513438.000000 Penalty: 5867.938477
	Iteration 80F: 3 clusters Score -2.051344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -342612.156250 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -342612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -339740.187500 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -339740.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -340202.218750 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -340202.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -340329.656250 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -340329.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -340404.031250 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -340404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -340460.468750 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -340460.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -340488.093750 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -340488.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -340512.093750 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -340512.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -340528.062500 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -340528.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -340541.656250 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -340541.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -340550.125000 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -340550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -340560.156250 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -340560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -340570.812500 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -340570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -340576.843750 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -340576.8 nChanged 13
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: -340582.968750 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -340583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -340586.562500 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -340586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -340587.906250 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -340587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -340591.093750 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -340591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -340592.343750 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -340592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -340592.625000 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -340592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -340593.937500 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -340593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -340593.968750 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -340594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -340595.125000 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -340595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -340596.187500 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -340596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -340596.593750 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -340596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -340596.781250 Penalty: 3855.285400
	Iteration 24Q: 3 clusters Score -340596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -340597.156250 Penalty: 3855.285400
	Iteration 25Q: 3 clusters Score -340597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -340598.156250 Penalty: 3855.285400
	Iteration 26Q: 3 clusters Score -340598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -340600.187500 Penalty: 3855.285400
	Iteration 27Q: 3 clusters Score -340600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -340600.187500 Penalty: 3855.285400
	Iteration 28F: 3 clusters Score -340600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -47373.406250 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -47373.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46030.500000 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -46030.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46169.246094 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -46169.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46221.800781 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -46221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46244.890625 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -46244.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46260.214844 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -46260.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46269.203125 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -46269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46277.414062 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -46277.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46284.808594 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -46284.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46284.808594 Penalty: 2906.950195
	Iteration 8F: 3 clusters Score -46284.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Entering Unmasked Estep 
Score: -1803222.500000 Penalty: 2334.655518
	Iteration 0F: 2 clusters Score -1803222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1794142.750000 Penalty: 4669.311035
	Iteration 0F: 3 clusters Score -1794143 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1796922.750000 Penalty: 4669.311035
	Iteration 1F: 3 clusters Score -1796923 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1797253.375000 Penalty: 4669.311035
	Iteration 2F: 3 clusters Score -1797253 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1797539.625000 Penalty: 4669.311035
	Iteration 3F: 3 clusters Score -1797540 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1797815.000000 Penalty: 4669.311035
	Iteration 4Q: 3 clusters Score -1797815 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1798034.250000 Penalty: 4669.311035
	Iteration 5Q: 3 clusters Score -1798034 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1798272.250000 Penalty: 4669.311035
	Iteration 6Q: 3 clusters Score -1798272 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1798489.000000 Penalty: 4669.311035
	Iteration 7Q: 3 clusters Score -1798489 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1798699.000000 Penalty: 4669.311035
	Iteration 8Q: 3 clusters Score -1798699 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1798893.000000 Penalty: 4669.311035
	Iteration 9Q: 3 clusters Score -1798893 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1799036.875000 Penalty: 4669.311035
	Iteration 10Q: 3 clusters Score -1799037 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1799165.500000 Penalty: 4669.311035
	Iteration 11Q: 3 clusters Score -1799166 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1799289.375000 Penalty: 4669.311035
	Iteration 12Q: 3 clusters Score -1799289 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1799424.875000 Penalty: 4669.311035
	Iteration 13Q: 3 clusters Score -1799425 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1799556.125000 Penalty: 4669.311035
	Iteration 14Q: 3 clusters Score -1799556 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1799658.375000 Penalty: 4669.311035
	Iteration 15Q: 3 clusters Score -1799658 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1799773.500000 Penalty: 4669.311035
	Iteration 16Q: 3 clusters Score -1799774 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1799889.250000 Penalty: 4669.311035
	Iteration 17Q: 3 clusters Score -1799889 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1799986.625000 Penalty: 4669.311035
	Iteration 18Q: 3 clusters Score -1799987 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1800069.875000 Penalty: 4669.311035
	Iteration 19Q: 3 clusters Score -1800070 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1800161.500000 Penalty: 4669.311035
	Iteration 20F: 3 clusters Score -1800162 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1800236.125000 Penalty: 4669.311035
	Iteration 21Q: 3 clusters Score -1800236 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1800322.625000 Penalty: 4669.311035
	Iteration 22Q: 3 clusters Score -1800323 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1800411.000000 Penalty: 4669.311035
	Iteration 23Q: 3 clusters Score -1800411 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1800493.625000 Penalty: 4669.311035
	Iteration 24Q: 3 clusters Score -1800494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1800575.250000 Penalty: 4669.311035
	Iteration 25Q: 3 clusters Score -1800575 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1800649.875000 Penalty: 4669.311035
	Iteration 26Q: 3 clusters Score -1800650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1800719.500000 Penalty: 4669.311035
	Iteration 27Q: 3 clusters Score -1800720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1800783.875000 Penalty: 4669.311035
	Iteration 28Q: 3 clusters Score -1800784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1800833.500000 Penalty: 4669.311035
	Iteration 29Q: 3 clusters Score -1800834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1800883.625000 Penalty: 4669.311035
	Iteration 30Q: 3 clusters Score -1800884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1800922.375000 Penalty: 4669.311035
	Iteration 31Q: 3 clusters Score -1800922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1800955.125000 Penalty: 4669.311035
	Iteration 32Q: 3 clusters Score -1800955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1800984.375000 Penalty: 4669.311035
	Iteration 33Q: 3 clusters Score -1800984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1801010.875000 Penalty: 4669.311035
	Iteration 34Q: 3 clusters Score -1801011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1801037.250000 Penalty: 4669.311035
	Iteration 35Q: 3 clusters Score -1801037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1801057.750000 Penalty: 4669.311035
	Iteration 36Q: 3 clusters Score -1801058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1801073.500000 Penalty: 4669.311035
	Iteration 37Q: 3 clusters Score -1801074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1801092.125000 Penalty: 4669.311035
	Iteration 38Q: 3 clusters Score -1801092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1801110.000000 Penalty: 4669.311035
	Iteration 39Q: 3 clusters Score -1801110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1801134.375000 Penalty: 4669.311035
	Iteration 40F: 3 clusters Score -1801134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1801151.500000 Penalty: 4669.311035
	Iteration 41Q: 3 clusters Score -1801152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1801153.000000 Penalty: 4669.311035
	Iteration 42Q: 3 clusters Score -1801153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1801167.000000 Penalty: 4669.311035
	Iteration 43Q: 3 clusters Score -1801167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1801176.125000 Penalty: 4669.311035
	Iteration 44Q: 3 clusters Score -1801176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1801180.375000 Penalty: 4669.311035
	Iteration 45Q: 3 clusters Score -1801180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1801188.125000 Penalty: 4669.311035
	Iteration 46Q: 3 clusters Score -1801188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1801189.125000 Penalty: 4669.311035
	Iteration 47Q: 3 clusters Score -1801189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1801196.125000 Penalty: 4669.311035
	Iteration 48Q: 3 clusters Score -1801196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1801199.500000 Penalty: 4669.311035
	Iteration 49Q: 3 clusters Score -1801200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1801203.125000 Penalty: 4669.311035
	Iteration 50Q: 3 clusters Score -1801203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1801210.125000 Penalty: 4669.311035
	Iteration 51Q: 3 clusters Score -1801210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1801214.500000 Penalty: 4669.311035
	Iteration 52Q: 3 clusters Score -1801214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1801219.625000 Penalty: 4669.311035
	Iteration 53Q: 3 clusters Score -1801220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1801225.125000 Penalty: 4669.311035
	Iteration 54Q: 3 clusters Score -1801225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1801224.125000 Penalty: 4669.311035
	Iteration 55Q: 3 clusters Score -1801224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1801225.250000 Penalty: 4669.311035
	Iteration 56Q: 3 clusters Score -1801225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1801227.750000 Penalty: 4669.311035
	Iteration 57Q: 3 clusters Score -1801228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1801227.375000 Penalty: 4669.311035
	Iteration 58Q: 3 clusters Score -1801227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1801229.125000 Penalty: 4669.311035
	Iteration 59Q: 3 clusters Score -1801229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1801232.000000 Penalty: 4669.311035
	Iteration 60F: 3 clusters Score -1801232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1801233.375000 Penalty: 4669.311035
	Iteration 61Q: 3 clusters Score -1801233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1801233.375000 Penalty: 4669.311035
	Iteration 62Q: 3 clusters Score -1801233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1801234.875000 Penalty: 4669.311035
	Iteration 63Q: 3 clusters Score -1801235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1801239.500000 Penalty: 4669.311035
	Iteration 64Q: 3 clusters Score -1801240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1801240.125000 Penalty: 4669.311035
	Iteration 65Q: 3 clusters Score -1801240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1801238.625000 Penalty: 4669.311035
	Iteration 66Q: 3 clusters Score -1801239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1801239.250000 Penalty: 4669.311035
	Iteration 67Q: 3 clusters Score -1801239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1801238.250000 Penalty: 4669.311035
	Iteration 68Q: 3 clusters Score -1801238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1801241.250000 Penalty: 4669.311035
	Iteration 69Q: 3 clusters Score -1801241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1801240.500000 Penalty: 4669.311035
	Iteration 70Q: 3 clusters Score -1801240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1801239.500000 Penalty: 4669.311035
	Iteration 71Q: 3 clusters Score -1801240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1801239.750000 Penalty: 4669.311035
	Iteration 72Q: 3 clusters Score -1801240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1801239.250000 Penalty: 4669.311035
	Iteration 73Q: 3 clusters Score -1801239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1801238.125000 Penalty: 4669.311035
	Iteration 74Q: 3 clusters Score -1801238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1801238.625000 Penalty: 4669.311035
	Iteration 75Q: 3 clusters Score -1801239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1801238.625000 Penalty: 4669.311035
	Iteration 76F: 3 clusters Score -1801239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -61662.707031 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -61662.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60282.437500 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -60282.44 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60506.003906 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -60506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60599.261719 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -60599.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60688.175781 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -60688.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60742.062500 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -60742.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60803.593750 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -60803.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60868.406250 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -60868.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60907.402344 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -60907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60934.343750 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -60934.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60944.074219 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -60944.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60948.835938 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -60948.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60954.125000 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -60954.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60956.968750 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -60956.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60959.410156 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -60959.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60964.234375 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -60964.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60967.093750 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -60967.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60972.875000 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -60972.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60977.355469 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -60977.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60984.683594 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -60984.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60984.683594 Penalty: 3074.445312
	Iteration 19F: 3 clusters Score -60984.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -19043.867188 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -19043.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18163.662109 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -18163.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18246.878906 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -18246.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -104317.015625 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -104317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102678.070312 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -102678.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103357.078125 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -103357.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103656.375000 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -103656.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -103876.695312 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -103876.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104006.851562 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -104006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104100.210938 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -104100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104136.585938 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -104136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104146.585938 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -104146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104150.921875 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -104150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104154.539062 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -104154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104154.539062 Penalty: 3325.389648
	Iteration 10F: 3 clusters Score -104154.5 nChanged 0
--- Evaluating fit on full set of 1984108 points ---
Entering Unmasked Estep 
Score: -286087392.000000 Penalty: 136654.406250
24->39 Clusters: Score -286087392.000000, best is -286223040.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 661369 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 27385 members 
Mstep: Class 3 contains 27360 members 
Mstep: Class 4 contains 27617 members 
Mstep: Class 5 contains 27637 members 
Mstep: Class 6 contains 27808 members 
Mstep: Class 7 contains 27773 members 
Mstep: Class 8 contains 27491 members 
Mstep: Class 9 contains 27606 members 
Mstep: Class 10 contains 27883 members 
Mstep: Class 11 contains 27258 members 
Mstep: Class 12 contains 27802 members 
Mstep: Class 13 contains 27440 members 
Mstep: Class 14 contains 27395 members 
Mstep: Class 15 contains 27533 members 
Mstep: Class 16 contains 27516 members 
Mstep: Class 17 contains 27620 members 
Mstep: Class 18 contains 27472 members 
Mstep: Class 19 contains 27344 members 
Mstep: Class 20 contains 27598 members 
Mstep: Class 21 contains 27658 members 
Mstep: Class 22 contains 27339 members 
Mstep: Class 23 contains 27464 members 
Mstep: Class 24 contains 27650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 149.086685 but Gain 3323.710938
Score: -88925552.000000 Penalty: 76445.390625
Iteration 0F: 24 clusters Score -8.892555e+07 nChanged 632495
Entering Unmasked Mstep 
Mstep: Class 0 contains 3657 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 26156 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 66473 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 23525 members 
Mstep: Class 15 contains 16830 members 
Mstep: Class 16 contains 11365 members 
Mstep: Class 17 contains 52413 members 
Mstep: Class 18 contains 3727 members 
Mstep: Class 19 contains 10906 members 
Mstep: Class 20 contains 17928 members 
Mstep: Class 21 contains 22987 members 
Mstep: Class 22 contains 22190 members 
Mstep: Class 23 contains 255330 members 
Mstep: Class 24 contains 23463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2492.014893 but Gain 3323.710938
Score: -93454712.000000 Penalty: 73121.679688
Iteration 1F: 23 clusters Score -9.345471e+07 nChanged 286343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2994 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 26126 members 
Mstep: Class 3 contains 3637 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 53034 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 44267 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 18362 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 6950 members 
Mstep: Class 22 contains 10530 members 
Mstep: Class 23 contains 369163 members 
Mstep: Class 24 contains 22581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2982.247070 but Gain 3323.710938
Score: -94337360.000000 Penalty: 69797.968750
Iteration 2F: 22 clusters Score -9.433736e+07 nChanged 150787
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 32080 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 7 contains 7890 members 
Mstep: Class 8 contains 10220 members 
Mstep: Class 9 contains 37085 members 
Mstep: Class 10 contains 14088 members 
Mstep: Class 12 contains 7844 members 
Mstep: Class 13 contains 51386 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 56600 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 17726 members 
Mstep: Class 20 contains 1731 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 7822 members 
Mstep: Class 23 contains 358882 members 
Mstep: Class 24 contains 24701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94784264.000000 Penalty: 69797.968750
Iteration 3F: 22 clusters Score -9.478426e+07 nChanged 90201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1972 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 33464 members 
Mstep: Class 3 contains 5882 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 8 contains 10314 members 
Mstep: Class 9 contains 26979 members 
Mstep: Class 10 contains 20865 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 62355 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 57982 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 17700 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 350037 members 
Mstep: Class 24 contains 25727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94976656.000000 Penalty: 69797.968750
Iteration 4F: 22 clusters Score -9.497666e+07 nChanged 55777
Entering Unmasked Mstep 
Mstep: Class 0 contains 948 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 34131 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 20948 members 
Mstep: Class 10 contains 27656 members 
Mstep: Class 12 contains 14811 members 
Mstep: Class 13 contains 66126 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 57256 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 17183 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 4162 members 
Mstep: Class 23 contains 345667 members 
Mstep: Class 24 contains 27248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95190712.000000 Penalty: 69797.968750
Iteration 5F: 22 clusters Score -9.519071e+07 nChanged 36796
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 9398 members 
Mstep: Class 9 contains 17350 members 
Mstep: Class 10 contains 33856 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 67269 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 56567 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 16348 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 342338 members 
Mstep: Class 24 contains 28846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95239536.000000 Penalty: 69797.968750
Iteration 6F: 22 clusters Score -9.523954e+07 nChanged 25170
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 35626 members 
Mstep: Class 3 contains 4201 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 7 contains 3237 members 
Mstep: Class 8 contains 8992 members 
Mstep: Class 9 contains 14719 members 
Mstep: Class 10 contains 39092 members 
Mstep: Class 12 contains 16017 members 
Mstep: Class 13 contains 67425 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 55539 members 
Mstep: Class 18 contains 2678 members 
Mstep: Class 19 contains 15770 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 2371 members 
Mstep: Class 23 contains 339212 members 
Mstep: Class 24 contains 30159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95264112.000000 Penalty: 69797.968750
Iteration 7Q: 22 clusters Score -9.526411e+07 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 36078 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 9815 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 12909 members 
Mstep: Class 10 contains 43396 members 
Mstep: Class 12 contains 16483 members 
Mstep: Class 13 contains 67144 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 54364 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 15432 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 336078 members 
Mstep: Class 24 contains 31217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95279184.000000 Penalty: 69797.968750
Iteration 8Q: 22 clusters Score -9.527918e+07 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 36481 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 7 contains 2565 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 11757 members 
Mstep: Class 10 contains 46802 members 
Mstep: Class 12 contains 16906 members 
Mstep: Class 13 contains 66736 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 53136 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 15190 members 
Mstep: Class 20 contains 946 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 1939 members 
Mstep: Class 23 contains 333065 members 
Mstep: Class 24 contains 32168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95287960.000000 Penalty: 69797.968750
Iteration 9Q: 22 clusters Score -9.528796e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 36673 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 2041 members 
Mstep: Class 5 contains 11024 members 
Mstep: Class 7 contains 2485 members 
Mstep: Class 8 contains 8375 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 49499 members 
Mstep: Class 12 contains 17255 members 
Mstep: Class 13 contains 66327 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 52078 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 15040 members 
Mstep: Class 20 contains 945 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 1911 members 
Mstep: Class 23 contains 330218 members 
Mstep: Class 24 contains 33081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95293832.000000 Penalty: 69797.968750
Iteration 10Q: 22 clusters Score -9.529383e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 36692 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 2048 members 
Mstep: Class 5 contains 11338 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 8243 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 51732 members 
Mstep: Class 12 contains 17567 members 
Mstep: Class 13 contains 65970 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 51238 members 
Mstep: Class 18 contains 2387 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 946 members 
Mstep: Class 21 contains 2020 members 
Mstep: Class 22 contains 1898 members 
Mstep: Class 23 contains 327679 members 
Mstep: Class 24 contains 33902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95297552.000000 Penalty: 69797.968750
Iteration 11Q: 22 clusters Score -9.529755e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 36495 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 2051 members 
Mstep: Class 5 contains 11547 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 8143 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 53633 members 
Mstep: Class 12 contains 17857 members 
Mstep: Class 13 contains 65696 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 50541 members 
Mstep: Class 18 contains 2386 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 951 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 325288 members 
Mstep: Class 24 contains 34709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95300696.000000 Penalty: 69797.968750
Iteration 12Q: 22 clusters Score -9.53007e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 36169 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 2055 members 
Mstep: Class 5 contains 11652 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 10 contains 55303 members 
Mstep: Class 12 contains 18098 members 
Mstep: Class 13 contains 65543 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 49965 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 14704 members 
Mstep: Class 20 contains 953 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 323131 members 
Mstep: Class 24 contains 35478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95303408.000000 Penalty: 69797.968750
Iteration 13Q: 22 clusters Score -9.530341e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 35669 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 56767 members 
Mstep: Class 12 contains 18313 members 
Mstep: Class 13 contains 65477 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 49513 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 14571 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 321146 members 
Mstep: Class 24 contains 36238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95305168.000000 Penalty: 69797.968750
Iteration 14Q: 22 clusters Score -9.530517e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 11667 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 58055 members 
Mstep: Class 12 contains 18502 members 
Mstep: Class 13 contains 65431 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 49178 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 14441 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 319351 members 
Mstep: Class 24 contains 37067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95307584.000000 Penalty: 69797.968750
Iteration 15Q: 22 clusters Score -9.530758e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 34266 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 11612 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 7932 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 59250 members 
Mstep: Class 12 contains 18634 members 
Mstep: Class 13 contains 65437 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 48893 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 317729 members 
Mstep: Class 24 contains 37944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95309928.000000 Penalty: 69797.968750
Iteration 16Q: 22 clusters Score -9.530993e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 33429 members 
Mstep: Class 3 contains 4294 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 11538 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 7895 members 
Mstep: Class 9 contains 11312 members 
Mstep: Class 10 contains 60293 members 
Mstep: Class 12 contains 18779 members 
Mstep: Class 13 contains 65479 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 48666 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 14093 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 1915 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 316264 members 
Mstep: Class 24 contains 38849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95312400.000000 Penalty: 69797.968750
Iteration 17Q: 22 clusters Score -9.53124e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 32435 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 5 contains 11462 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 11508 members 
Mstep: Class 10 contains 61262 members 
Mstep: Class 12 contains 18891 members 
Mstep: Class 13 contains 65598 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 48497 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13864 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 314866 members 
Mstep: Class 24 contains 39831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95314392.000000 Penalty: 69797.968750
Iteration 18Q: 22 clusters Score -9.531439e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 31365 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 11379 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 7835 members 
Mstep: Class 9 contains 11718 members 
Mstep: Class 10 contains 62235 members 
Mstep: Class 12 contains 19016 members 
Mstep: Class 13 contains 65768 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 1114 members 
Mstep: Class 17 contains 48327 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 19 contains 13620 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 1897 members 
Mstep: Class 23 contains 313488 members 
Mstep: Class 24 contains 40881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95316584.000000 Penalty: 69797.968750
Iteration 19Q: 22 clusters Score -9.531658e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 30271 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 11298 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 7813 members 
Mstep: Class 9 contains 11920 members 
Mstep: Class 10 contains 63123 members 
Mstep: Class 12 contains 19117 members 
Mstep: Class 13 contains 65976 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 48191 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 13373 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 1897 members 
Mstep: Class 23 contains 312203 members 
Mstep: Class 24 contains 41942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95320456.000000 Penalty: 69797.968750
Iteration 20F: 22 clusters Score -9.532046e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 29050 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 2104 members 
Mstep: Class 5 contains 11200 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 12156 members 
Mstep: Class 10 contains 63888 members 
Mstep: Class 12 contains 19204 members 
Mstep: Class 13 contains 66219 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 946 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 311020 members 
Mstep: Class 24 contains 43076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95325728.000000 Penalty: 69797.968750
Iteration 21Q: 22 clusters Score -9.532573e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 27910 members 
Mstep: Class 3 contains 4706 members 
Mstep: Class 4 contains 2108 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 7 contains 5316 members 
Mstep: Class 8 contains 7743 members 
Mstep: Class 9 contains 12422 members 
Mstep: Class 10 contains 64500 members 
Mstep: Class 12 contains 19275 members 
Mstep: Class 13 contains 66513 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 47903 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 12657 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 309848 members 
Mstep: Class 24 contains 44315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95332880.000000 Penalty: 69797.968750
Iteration 22Q: 22 clusters Score -9.533288e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 26879 members 
Mstep: Class 3 contains 4867 members 
Mstep: Class 4 contains 2103 members 
Mstep: Class 5 contains 10971 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 7713 members 
Mstep: Class 9 contains 12666 members 
Mstep: Class 10 contains 64992 members 
Mstep: Class 12 contains 19341 members 
Mstep: Class 13 contains 66864 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 47770 members 
Mstep: Class 18 contains 1361 members 
Mstep: Class 19 contains 12304 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 2900 members 
Mstep: Class 23 contains 308757 members 
Mstep: Class 24 contains 45422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95336464.000000 Penalty: 69797.968750
Iteration 23Q: 22 clusters Score -9.533646e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 26017 members 
Mstep: Class 3 contains 5042 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 10890 members 
Mstep: Class 7 contains 5710 members 
Mstep: Class 8 contains 7683 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 65486 members 
Mstep: Class 12 contains 19381 members 
Mstep: Class 13 contains 67251 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 47588 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 307660 members 
Mstep: Class 24 contains 46359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95339608.000000 Penalty: 69797.968750
Iteration 24Q: 22 clusters Score -9.533961e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 25255 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10816 members 
Mstep: Class 7 contains 5848 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 13211 members 
Mstep: Class 10 contains 65901 members 
Mstep: Class 12 contains 19381 members 
Mstep: Class 13 contains 67685 members 
Mstep: Class 15 contains 905 members 
Mstep: Class 16 contains 1764 members 
Mstep: Class 17 contains 47423 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 11745 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 3034 members 
Mstep: Class 23 contains 306610 members 
Mstep: Class 24 contains 47167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95341640.000000 Penalty: 69797.968750
Iteration 25Q: 22 clusters Score -9.534164e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 24629 members 
Mstep: Class 3 contains 5409 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10728 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 7615 members 
Mstep: Class 9 contains 13508 members 
Mstep: Class 10 contains 66301 members 
Mstep: Class 12 contains 19370 members 
Mstep: Class 13 contains 68121 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 47259 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 11537 members 
Mstep: Class 20 contains 949 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 305581 members 
Mstep: Class 24 contains 47835 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -9.534391e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 24066 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10655 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 13774 members 
Mstep: Class 10 contains 66729 members 
Mstep: Class 12 contains 19343 members 
Mstep: Class 13 contains 68530 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 47136 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11397 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 1822 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 304595 members 
Mstep: Class 24 contains 48314 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -9.534602e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 23686 members 
Mstep: Class 3 contains 5737 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 7 contains 6102 members 
Mstep: Class 8 contains 7545 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 67201 members 
Mstep: Class 12 contains 19309 members 
Mstep: Class 13 contains 68881 members 
Mstep: Class 15 contains 886 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 46994 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11281 members 
Mstep: Class 20 contains 952 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 303591 members 
Mstep: Class 24 contains 48671 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -9.534729e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 23387 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10494 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 7503 members 
Mstep: Class 9 contains 14267 members 
Mstep: Class 10 contains 67793 members 
Mstep: Class 12 contains 19263 members 
Mstep: Class 13 contains 69211 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 46873 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11217 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 302536 members 
Mstep: Class 24 contains 48906 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -9.53487e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 23128 members 
Mstep: Class 3 contains 6218 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10395 members 
Mstep: Class 7 contains 6135 members 
Mstep: Class 8 contains 7468 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 68449 members 
Mstep: Class 12 contains 19218 members 
Mstep: Class 13 contains 69510 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 46772 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 301444 members 
Mstep: Class 24 contains 49076 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -9.534978e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 22936 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10327 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 9 contains 14734 members 
Mstep: Class 10 contains 69120 members 
Mstep: Class 12 contains 19191 members 
Mstep: Class 13 contains 69769 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 46691 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11140 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 300307 members 
Mstep: Class 24 contains 49119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95350904.000000 Penalty: 69797.968750
Iteration 31Q: 22 clusters Score -9.53509e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 22740 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 14967 members 
Mstep: Class 10 contains 69882 members 
Mstep: Class 12 contains 19144 members 
Mstep: Class 13 contains 69982 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 46654 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11115 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 299154 members 
Mstep: Class 24 contains 49123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95351832.000000 Penalty: 69797.968750
Iteration 32Q: 22 clusters Score -9.535183e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 22580 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 10187 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 15180 members 
Mstep: Class 10 contains 70623 members 
Mstep: Class 12 contains 19115 members 
Mstep: Class 13 contains 70167 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 46611 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 298017 members 
Mstep: Class 24 contains 49114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95353296.000000 Penalty: 69797.968750
Iteration 33Q: 22 clusters Score -9.53533e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 22429 members 
Mstep: Class 3 contains 7250 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 10132 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 7364 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 71482 members 
Mstep: Class 12 contains 19083 members 
Mstep: Class 13 contains 70331 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 46585 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11061 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 296866 members 
Mstep: Class 24 contains 49100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95354360.000000 Penalty: 69797.968750
Iteration 34Q: 22 clusters Score -9.535436e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 22321 members 
Mstep: Class 3 contains 7503 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 15476 members 
Mstep: Class 10 contains 72342 members 
Mstep: Class 12 contains 19064 members 
Mstep: Class 13 contains 70458 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 46558 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11051 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 295714 members 
Mstep: Class 24 contains 49045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95355384.000000 Penalty: 69797.968750
Iteration 35Q: 22 clusters Score -9.535538e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 22227 members 
Mstep: Class 3 contains 7775 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 7314 members 
Mstep: Class 9 contains 15638 members 
Mstep: Class 10 contains 73196 members 
Mstep: Class 12 contains 19050 members 
Mstep: Class 13 contains 70574 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 46525 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11042 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 294521 members 
Mstep: Class 24 contains 48987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95356208.000000 Penalty: 69797.968750
Iteration 36Q: 22 clusters Score -9.535621e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 22159 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 10008 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 74140 members 
Mstep: Class 12 contains 19035 members 
Mstep: Class 13 contains 70669 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 46498 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11025 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 293241 members 
Mstep: Class 24 contains 48958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95357440.000000 Penalty: 69797.968750
Iteration 37Q: 22 clusters Score -9.535744e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 9966 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 15893 members 
Mstep: Class 10 contains 75159 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 70738 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 46486 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11018 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 291955 members 
Mstep: Class 24 contains 48888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95358304.000000 Penalty: 69797.968750
Iteration 38Q: 22 clusters Score -9.53583e+07 nChanged 2680
Entering ConstructFrom: 
Score: -95358304.000000 Penalty: 69797.968750
Entering ConstructFrom: 
Trying to split cluster 1 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -2274304.750000 Penalty: 2402.332031
	Iteration 0F: 2 clusters Score -2274305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2262848.500000 Penalty: 4804.664062
	Iteration 0F: 3 clusters Score -2262848 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2267254.750000 Penalty: 4804.664062
	Iteration 1F: 3 clusters Score -2267255 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2268783.750000 Penalty: 4804.664062
	Iteration 2F: 3 clusters Score -2268784 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2271462.500000 Penalty: 4804.664062
	Iteration 3F: 3 clusters Score -2271462 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2274243.250000 Penalty: 4804.664062
	Iteration 4F: 3 clusters Score -2274243 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2275869.500000 Penalty: 4804.664062
	Iteration 5F: 3 clusters Score -2275870 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2276554.000000 Penalty: 4804.664062
	Iteration 6F: 3 clusters Score -2276554 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2276889.250000 Penalty: 4804.664062
	Iteration 7Q: 3 clusters Score -2276889 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2277113.000000 Penalty: 4804.664062
	Iteration 8Q: 3 clusters Score -2277113 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2277326.250000 Penalty: 4804.664062
	Iteration 9Q: 3 clusters Score -2277326 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2277575.750000 Penalty: 4804.664062
	Iteration 10Q: 3 clusters Score -2277576 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2278017.750000 Penalty: 4804.664062
	Iteration 11Q: 3 clusters Score -2278018 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2278533.250000 Penalty: 4804.664062
	Iteration 12Q: 3 clusters Score -2278533 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2278731.500000 Penalty: 4804.664062
	Iteration 13Q: 3 clusters Score -2278732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2278767.500000 Penalty: 4804.664062
	Iteration 14Q: 3 clusters Score -2278768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2278780.000000 Penalty: 4804.664062
	Iteration 15Q: 3 clusters Score -2278780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2278784.750000 Penalty: 4804.664062
	Iteration 16Q: 3 clusters Score -2278785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2278783.000000 Penalty: 4804.664062
	Iteration 17Q: 3 clusters Score -2278783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2278783.250000 Penalty: 4804.664062
	Iteration 18Q: 3 clusters Score -2278783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2278781.750000 Penalty: 4804.664062
	Iteration 19Q: 3 clusters Score -2278782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2278781.750000 Penalty: 4804.664062
	Iteration 20F: 3 clusters Score -2278782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 22026 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Entering Unmasked Estep 
Score: -95363232.000000 Penalty: 73121.679688
Splitting cluster 1 changes total score from -95358304.000000 to -95363232.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (22026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Entering Unmasked Estep 
Score: -3193723.750000 Penalty: 2479.994873
	Iteration 0F: 2 clusters Score -3193724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3178220.250000 Penalty: 4959.989746
	Iteration 0F: 3 clusters Score -3178220 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3183658.750000 Penalty: 4959.989746
	Iteration 1F: 3 clusters Score -3183659 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3184086.500000 Penalty: 4959.989746
	Iteration 2F: 3 clusters Score -3184086 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3184406.500000 Penalty: 4959.989746
	Iteration 3Q: 3 clusters Score -3184406 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3184673.250000 Penalty: 4959.989746
	Iteration 4Q: 3 clusters Score -3184673 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3184932.500000 Penalty: 4959.989746
	Iteration 5Q: 3 clusters Score -3184932 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3185175.500000 Penalty: 4959.989746
	Iteration 6Q: 3 clusters Score -3185176 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3185490.500000 Penalty: 4959.989746
	Iteration 7Q: 3 clusters Score -3185490 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3185847.750000 Penalty: 4959.989746
	Iteration 8Q: 3 clusters Score -3185848 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3186370.750000 Penalty: 4959.989746
	Iteration 9Q: 3 clusters Score -3186371 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3187022.250000 Penalty: 4959.989746
	Iteration 10Q: 3 clusters Score -3187022 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3187715.500000 Penalty: 4959.989746
	Iteration 11Q: 3 clusters Score -3187716 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3188567.750000 Penalty: 4959.989746
	Iteration 12F: 3 clusters Score -3188568 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3189640.750000 Penalty: 4959.989746
	Iteration 13F: 3 clusters Score -3189641 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3190817.000000 Penalty: 4959.989746
	Iteration 14F: 3 clusters Score -3190817 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3192007.000000 Penalty: 4959.989746
	Iteration 15F: 3 clusters Score -3192007 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3192977.250000 Penalty: 4959.989746
	Iteration 16Q: 3 clusters Score -3192977 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3193576.500000 Penalty: 4959.989746
	Iteration 17Q: 3 clusters Score -3193576 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3193892.250000 Penalty: 4959.989746
	Iteration 18Q: 3 clusters Score -3193892 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3194034.250000 Penalty: 4959.989746
	Iteration 19Q: 3 clusters Score -3194034 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3194153.750000 Penalty: 4959.989746
	Iteration 20F: 3 clusters Score -3194154 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3194235.500000 Penalty: 4959.989746
	Iteration 21Q: 3 clusters Score -3194236 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3194295.500000 Penalty: 4959.989746
	Iteration 22Q: 3 clusters Score -3194296 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3194339.000000 Penalty: 4959.989746
	Iteration 23Q: 3 clusters Score -3194339 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3194392.250000 Penalty: 4959.989746
	Iteration 24Q: 3 clusters Score -3194392 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3194440.000000 Penalty: 4959.989746
	Iteration 25Q: 3 clusters Score -3194440 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3194477.250000 Penalty: 4959.989746
	Iteration 26Q: 3 clusters Score -3194477 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3194505.500000 Penalty: 4959.989746
	Iteration 27Q: 3 clusters Score -3194506 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3194546.500000 Penalty: 4959.989746
	Iteration 28Q: 3 clusters Score -3194546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3194571.250000 Penalty: 4959.989746
	Iteration 29Q: 3 clusters Score -3194571 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3194582.250000 Penalty: 4959.989746
	Iteration 30Q: 3 clusters Score -3194582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3194593.750000 Penalty: 4959.989746
	Iteration 31Q: 3 clusters Score -3194594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3194607.750000 Penalty: 4959.989746
	Iteration 32Q: 3 clusters Score -3194608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3194607.000000 Penalty: 4959.989746
	Iteration 33Q: 3 clusters Score -3194607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3194618.500000 Penalty: 4959.989746
	Iteration 34Q: 3 clusters Score -3194618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3194613.750000 Penalty: 4959.989746
	Iteration 35Q: 3 clusters Score -3194614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3194619.500000 Penalty: 4959.989746
	Iteration 36Q: 3 clusters Score -3194620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3194626.250000 Penalty: 4959.989746
	Iteration 37Q: 3 clusters Score -3194626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3194632.000000 Penalty: 4959.989746
	Iteration 38Q: 3 clusters Score -3194632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3194628.250000 Penalty: 4959.989746
	Iteration 39Q: 3 clusters Score -3194628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3194631.750000 Penalty: 4959.989746
	Iteration 40F: 3 clusters Score -3194632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3194635.500000 Penalty: 4959.989746
	Iteration 41Q: 3 clusters Score -3194636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3194634.500000 Penalty: 4959.989746
	Iteration 42Q: 3 clusters Score -3194634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3194636.000000 Penalty: 4959.989746
	Iteration 43Q: 3 clusters Score -3194636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3194633.500000 Penalty: 4959.989746
	Iteration 44Q: 3 clusters Score -3194634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3194636.750000 Penalty: 4959.989746
	Iteration 45Q: 3 clusters Score -3194637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3194636.500000 Penalty: 4959.989746
	Iteration 46Q: 3 clusters Score -3194636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3194636.500000 Penalty: 4959.989746
	Iteration 47Q: 3 clusters Score -3194636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3194637.250000 Penalty: 4959.989746
	Iteration 48Q: 3 clusters Score -3194637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3194637.250000 Penalty: 4959.989746
	Iteration 49Q: 3 clusters Score -3194637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3194639.250000 Penalty: 4959.989746
	Iteration 50Q: 3 clusters Score -3194639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3194631.750000 Penalty: 4959.989746
	Iteration 51Q: 3 clusters Score -3194632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3194629.500000 Penalty: 4959.989746
	Iteration 52Q: 3 clusters Score -3194630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3194632.250000 Penalty: 4959.989746
	Iteration 53Q: 3 clusters Score -3194632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3194631.750000 Penalty: 4959.989746
	Iteration 54Q: 3 clusters Score -3194632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3194630.000000 Penalty: 4959.989746
	Iteration 55Q: 3 clusters Score -3194630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3194631.500000 Penalty: 4959.989746
	Iteration 56Q: 3 clusters Score -3194632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3194634.500000 Penalty: 4959.989746
	Iteration 57Q: 3 clusters Score -3194634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3194629.750000 Penalty: 4959.989746
	Iteration 58Q: 3 clusters Score -3194630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3194633.250000 Penalty: 4959.989746
	Iteration 59Q: 3 clusters Score -3194633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3194633.500000 Penalty: 4959.989746
	Iteration 60F: 3 clusters Score -3194634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3194632.750000 Penalty: 4959.989746
	Iteration 61Q: 3 clusters Score -3194633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3194634.000000 Penalty: 4959.989746
	Iteration 62Q: 3 clusters Score -3194634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3194634.000000 Penalty: 4959.989746
	Iteration 63F: 3 clusters Score -3194634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Entering Unmasked Estep 
Score: -95362952.000000 Penalty: 76445.390625
Splitting cluster 2 changes total score from -95358304.000000 to -95362952.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (8618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Entering Unmasked Estep 
Score: -1252345.625000 Penalty: 2247.278809
	Iteration 0F: 2 clusters Score -1252346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1245563.500000 Penalty: 4494.557617
	Iteration 0F: 3 clusters Score -1245564 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1247467.125000 Penalty: 4494.557617
	Iteration 1F: 3 clusters Score -1247467 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1247879.375000 Penalty: 4494.557617
	Iteration 2F: 3 clusters Score -1247879 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1248360.875000 Penalty: 4494.557617
	Iteration 3F: 3 clusters Score -1248361 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1248775.625000 Penalty: 4494.557617
	Iteration 4F: 3 clusters Score -1248776 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1249159.375000 Penalty: 4494.557617
	Iteration 5F: 3 clusters Score -1249159 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1249545.625000 Penalty: 4494.557617
	Iteration 6F: 3 clusters Score -1249546 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1249855.250000 Penalty: 4494.557617
	Iteration 7F: 3 clusters Score -1249855 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1250131.750000 Penalty: 4494.557617
	Iteration 8Q: 3 clusters Score -1250132 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1250359.750000 Penalty: 4494.557617
	Iteration 9Q: 3 clusters Score -1250360 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1250529.875000 Penalty: 4494.557617
	Iteration 10Q: 3 clusters Score -1250530 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1250639.125000 Penalty: 4494.557617
	Iteration 11Q: 3 clusters Score -1250639 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1250719.875000 Penalty: 4494.557617
	Iteration 12Q: 3 clusters Score -1250720 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1250789.250000 Penalty: 4494.557617
	Iteration 13Q: 3 clusters Score -1250789 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1250841.250000 Penalty: 4494.557617
	Iteration 14Q: 3 clusters Score -1250841 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1250876.625000 Penalty: 4494.557617
	Iteration 15Q: 3 clusters Score -1250877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1250907.625000 Penalty: 4494.557617
	Iteration 16Q: 3 clusters Score -1250908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1250935.875000 Penalty: 4494.557617
	Iteration 17Q: 3 clusters Score -1250936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1250966.250000 Penalty: 4494.557617
	Iteration 18Q: 3 clusters Score -1250966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1250985.000000 Penalty: 4494.557617
	Iteration 19Q: 3 clusters Score -1250985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1251003.375000 Penalty: 4494.557617
	Iteration 20F: 3 clusters Score -1251003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1251019.375000 Penalty: 4494.557617
	Iteration 21Q: 3 clusters Score -1251019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1251033.875000 Penalty: 4494.557617
	Iteration 22Q: 3 clusters Score -1251034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1251049.125000 Penalty: 4494.557617
	Iteration 23Q: 3 clusters Score -1251049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1251060.125000 Penalty: 4494.557617
	Iteration 24Q: 3 clusters Score -1251060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1251071.875000 Penalty: 4494.557617
	Iteration 25Q: 3 clusters Score -1251072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1251080.500000 Penalty: 4494.557617
	Iteration 26Q: 3 clusters Score -1251080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1251089.125000 Penalty: 4494.557617
	Iteration 27Q: 3 clusters Score -1251089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1251098.375000 Penalty: 4494.557617
	Iteration 28Q: 3 clusters Score -1251098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1251100.500000 Penalty: 4494.557617
	Iteration 29Q: 3 clusters Score -1251100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1251099.125000 Penalty: 4494.557617
	Iteration 30Q: 3 clusters Score -1251099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1251101.750000 Penalty: 4494.557617
	Iteration 31Q: 3 clusters Score -1251102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1251104.125000 Penalty: 4494.557617
	Iteration 32Q: 3 clusters Score -1251104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1251105.250000 Penalty: 4494.557617
	Iteration 33Q: 3 clusters Score -1251105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1251107.625000 Penalty: 4494.557617
	Iteration 34Q: 3 clusters Score -1251108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1251113.125000 Penalty: 4494.557617
	Iteration 35Q: 3 clusters Score -1251113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1251115.000000 Penalty: 4494.557617
	Iteration 36Q: 3 clusters Score -1251115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1251121.625000 Penalty: 4494.557617
	Iteration 37Q: 3 clusters Score -1251122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1251126.500000 Penalty: 4494.557617
	Iteration 38Q: 3 clusters Score -1251126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1251129.500000 Penalty: 4494.557617
	Iteration 39Q: 3 clusters Score -1251130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1251129.125000 Penalty: 4494.557617
	Iteration 40F: 3 clusters Score -1251129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1251133.875000 Penalty: 4494.557617
	Iteration 41Q: 3 clusters Score -1251134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1251134.375000 Penalty: 4494.557617
	Iteration 42Q: 3 clusters Score -1251134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1251134.375000 Penalty: 4494.557617
	Iteration 43F: 3 clusters Score -1251134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -239739.046875 Penalty: 1896.177246
	Iteration 0F: 2 clusters Score -239739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -237293.406250 Penalty: 3792.354492
	Iteration 0F: 3 clusters Score -237293.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -240214.296875 Penalty: 3792.354492
	Iteration 1F: 3 clusters Score -240214.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -241592.421875 Penalty: 3792.354492
	Iteration 2F: 3 clusters Score -241592.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -242200.890625 Penalty: 3792.354492
	Iteration 3F: 3 clusters Score -242200.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -242576.515625 Penalty: 3792.354492
	Iteration 4Q: 3 clusters Score -242576.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -242797.828125 Penalty: 3792.354492
	Iteration 5Q: 3 clusters Score -242797.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -242993.140625 Penalty: 3792.354492
	Iteration 6Q: 3 clusters Score -242993.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -243301.093750 Penalty: 3792.354492
	Iteration 7Q: 3 clusters Score -243301.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -243731.890625 Penalty: 3792.354492
	Iteration 8Q: 3 clusters Score -243731.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -244001.031250 Penalty: 3792.354492
	Iteration 9Q: 3 clusters Score -244001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -244239.859375 Penalty: 3792.354492
	Iteration 10Q: 3 clusters Score -244239.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -244540.609375 Penalty: 3792.354492
	Iteration 11Q: 3 clusters Score -244540.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -244741.859375 Penalty: 3792.354492
	Iteration 12Q: 3 clusters Score -244741.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -244935.078125 Penalty: 3792.354492
	Iteration 13Q: 3 clusters Score -244935.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -245254.843750 Penalty: 3792.354492
	Iteration 14Q: 3 clusters Score -245254.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -245570.968750 Penalty: 3792.354492
	Iteration 15Q: 3 clusters Score -245571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -245915.515625 Penalty: 3792.354492
	Iteration 16Q: 3 clusters Score -245915.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -246226.703125 Penalty: 3792.354492
	Iteration 17Q: 3 clusters Score -246226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246438.000000 Penalty: 3792.354492
	Iteration 18Q: 3 clusters Score -246438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -246643.609375 Penalty: 3792.354492
	Iteration 19Q: 3 clusters Score -246643.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -246899.734375 Penalty: 3792.354492
	Iteration 20F: 3 clusters Score -246899.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -247184.093750 Penalty: 3792.354492
	Iteration 21Q: 3 clusters Score -247184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -247208.281250 Penalty: 3792.354492
	Iteration 22Q: 3 clusters Score -247208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -247208.281250 Penalty: 3792.354492
	Iteration 23F: 3 clusters Score -247208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Entering Unmasked Estep 
Score: -95369184.000000 Penalty: 79769.101562
Splitting cluster 4 changes total score from -95358304.000000 to -95369184.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1467584.125000 Penalty: 2282.147461
	Iteration 0F: 2 clusters Score -1467584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1459992.250000 Penalty: 4564.294922
	Iteration 0F: 3 clusters Score -1459992 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1462295.000000 Penalty: 4564.294922
	Iteration 1F: 3 clusters Score -1462295 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1462609.875000 Penalty: 4564.294922
	Iteration 2F: 3 clusters Score -1462610 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1462847.125000 Penalty: 4564.294922
	Iteration 3F: 3 clusters Score -1462847 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1463021.500000 Penalty: 4564.294922
	Iteration 4Q: 3 clusters Score -1463022 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1463185.000000 Penalty: 4564.294922
	Iteration 5Q: 3 clusters Score -1463185 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1463362.375000 Penalty: 4564.294922
	Iteration 6Q: 3 clusters Score -1463362 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1463522.250000 Penalty: 4564.294922
	Iteration 7Q: 3 clusters Score -1463522 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1463667.750000 Penalty: 4564.294922
	Iteration 8Q: 3 clusters Score -1463668 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1463829.375000 Penalty: 4564.294922
	Iteration 9Q: 3 clusters Score -1463829 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1464018.875000 Penalty: 4564.294922
	Iteration 10Q: 3 clusters Score -1464019 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1464255.000000 Penalty: 4564.294922
	Iteration 11Q: 3 clusters Score -1464255 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1464511.500000 Penalty: 4564.294922
	Iteration 12Q: 3 clusters Score -1464512 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1464760.000000 Penalty: 4564.294922
	Iteration 13Q: 3 clusters Score -1464760 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1464994.375000 Penalty: 4564.294922
	Iteration 14Q: 3 clusters Score -1464994 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1465171.625000 Penalty: 4564.294922
	Iteration 15Q: 3 clusters Score -1465172 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1465331.750000 Penalty: 4564.294922
	Iteration 16Q: 3 clusters Score -1465332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1465458.875000 Penalty: 4564.294922
	Iteration 17Q: 3 clusters Score -1465459 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1465547.375000 Penalty: 4564.294922
	Iteration 18Q: 3 clusters Score -1465547 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1465608.875000 Penalty: 4564.294922
	Iteration 19Q: 3 clusters Score -1465609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1465660.500000 Penalty: 4564.294922
	Iteration 20F: 3 clusters Score -1465660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1465694.375000 Penalty: 4564.294922
	Iteration 21Q: 3 clusters Score -1465694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1465711.250000 Penalty: 4564.294922
	Iteration 22Q: 3 clusters Score -1465711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1465733.750000 Penalty: 4564.294922
	Iteration 23Q: 3 clusters Score -1465734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1465745.125000 Penalty: 4564.294922
	Iteration 24Q: 3 clusters Score -1465745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1465763.625000 Penalty: 4564.294922
	Iteration 25Q: 3 clusters Score -1465764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1465774.125000 Penalty: 4564.294922
	Iteration 26Q: 3 clusters Score -1465774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1465779.250000 Penalty: 4564.294922
	Iteration 27Q: 3 clusters Score -1465779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1465781.375000 Penalty: 4564.294922
	Iteration 28Q: 3 clusters Score -1465781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1465783.625000 Penalty: 4564.294922
	Iteration 29Q: 3 clusters Score -1465784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1465792.000000 Penalty: 4564.294922
	Iteration 30Q: 3 clusters Score -1465792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1465795.750000 Penalty: 4564.294922
	Iteration 31Q: 3 clusters Score -1465796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1465797.625000 Penalty: 4564.294922
	Iteration 32Q: 3 clusters Score -1465798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1465797.625000 Penalty: 4564.294922
	Iteration 33F: 3 clusters Score -1465798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Entering Unmasked Estep 
Score: -870933.375000 Penalty: 2169.146240
	Iteration 0F: 2 clusters Score -870933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -865677.000000 Penalty: 4338.292480
	Iteration 0F: 3 clusters Score -865677 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -867208.125000 Penalty: 4338.292480
	Iteration 1F: 3 clusters Score -867208.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -867615.687500 Penalty: 4338.292480
	Iteration 2F: 3 clusters Score -867615.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -867968.375000 Penalty: 4338.292480
	Iteration 3F: 3 clusters Score -867968.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -868272.312500 Penalty: 4338.292480
	Iteration 4F: 3 clusters Score -868272.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -868580.312500 Penalty: 4338.292480
	Iteration 5F: 3 clusters Score -868580.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -868883.687500 Penalty: 4338.292480
	Iteration 6F: 3 clusters Score -868883.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -869116.937500 Penalty: 4338.292480
	Iteration 7Q: 3 clusters Score -869116.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -869283.000000 Penalty: 4338.292480
	Iteration 8Q: 3 clusters Score -869283 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -869423.187500 Penalty: 4338.292480
	Iteration 9Q: 3 clusters Score -869423.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -869524.437500 Penalty: 4338.292480
	Iteration 10Q: 3 clusters Score -869524.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -869584.750000 Penalty: 4338.292480
	Iteration 11Q: 3 clusters Score -869584.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -869620.250000 Penalty: 4338.292480
	Iteration 12Q: 3 clusters Score -869620.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -869645.625000 Penalty: 4338.292480
	Iteration 13Q: 3 clusters Score -869645.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -869656.687500 Penalty: 4338.292480
	Iteration 14Q: 3 clusters Score -869656.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -869665.375000 Penalty: 4338.292480
	Iteration 15Q: 3 clusters Score -869665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -869668.625000 Penalty: 4338.292480
	Iteration 16Q: 3 clusters Score -869668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -869673.625000 Penalty: 4338.292480
	Iteration 17Q: 3 clusters Score -869673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -869677.687500 Penalty: 4338.292480
	Iteration 18Q: 3 clusters Score -869677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -869681.000000 Penalty: 4338.292480
	Iteration 19Q: 3 clusters Score -869681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -869682.250000 Penalty: 4338.292480
	Iteration 20F: 3 clusters Score -869682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -869682.187500 Penalty: 4338.292480
	Iteration 21Q: 3 clusters Score -869682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -869687.687500 Penalty: 4338.292480
	Iteration 22Q: 3 clusters Score -869687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -869690.062500 Penalty: 4338.292480
	Iteration 23Q: 3 clusters Score -869690.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -869696.500000 Penalty: 4338.292480
	Iteration 24Q: 3 clusters Score -869696.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -869709.000000 Penalty: 4338.292480
	Iteration 25Q: 3 clusters Score -869709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -869725.125000 Penalty: 4338.292480
	Iteration 26Q: 3 clusters Score -869725.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -869742.000000 Penalty: 4338.292480
	Iteration 27Q: 3 clusters Score -869742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -869751.125000 Penalty: 4338.292480
	Iteration 28Q: 3 clusters Score -869751.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -869758.812500 Penalty: 4338.292480
	Iteration 29Q: 3 clusters Score -869758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -869761.625000 Penalty: 4338.292480
	Iteration 30Q: 3 clusters Score -869761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -869764.937500 Penalty: 4338.292480
	Iteration 31Q: 3 clusters Score -869764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -869769.062500 Penalty: 4338.292480
	Iteration 32Q: 3 clusters Score -869769.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -869773.437500 Penalty: 4338.292480
	Iteration 33Q: 3 clusters Score -869773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -869779.500000 Penalty: 4338.292480
	Iteration 34Q: 3 clusters Score -869779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -869780.750000 Penalty: 4338.292480
	Iteration 35Q: 3 clusters Score -869780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -869781.187500 Penalty: 4338.292480
	Iteration 36Q: 3 clusters Score -869781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -869780.687500 Penalty: 4338.292480
	Iteration 37Q: 3 clusters Score -869780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -869780.687500 Penalty: 4338.292480
	Iteration 38F: 3 clusters Score -869780.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Entering Unmasked Estep 
Score: -1036305.187500 Penalty: 2203.623535
	Iteration 0F: 2 clusters Score -1036305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1030382.375000 Penalty: 4407.247070
	Iteration 0F: 3 clusters Score -1030382 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1032138.250000 Penalty: 4407.247070
	Iteration 1F: 3 clusters Score -1032138 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1032571.000000 Penalty: 4407.247070
	Iteration 2F: 3 clusters Score -1032571 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1032915.750000 Penalty: 4407.247070
	Iteration 3F: 3 clusters Score -1032916 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1033189.875000 Penalty: 4407.247070
	Iteration 4F: 3 clusters Score -1033190 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1033474.750000 Penalty: 4407.247070
	Iteration 5F: 3 clusters Score -1033475 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1033811.000000 Penalty: 4407.247070
	Iteration 6F: 3 clusters Score -1033811 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1034195.000000 Penalty: 4407.247070
	Iteration 7Q: 3 clusters Score -1034195 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1034590.375000 Penalty: 4407.247070
	Iteration 8Q: 3 clusters Score -1034590 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1034886.687500 Penalty: 4407.247070
	Iteration 9Q: 3 clusters Score -1034887 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1035065.625000 Penalty: 4407.247070
	Iteration 10Q: 3 clusters Score -1035066 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1035188.062500 Penalty: 4407.247070
	Iteration 11Q: 3 clusters Score -1035188 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1035270.250000 Penalty: 4407.247070
	Iteration 12Q: 3 clusters Score -1035270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1035358.437500 Penalty: 4407.247070
	Iteration 13Q: 3 clusters Score -1035358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1035471.437500 Penalty: 4407.247070
	Iteration 14Q: 3 clusters Score -1035471 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1035606.875000 Penalty: 4407.247070
	Iteration 15Q: 3 clusters Score -1035607 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1035807.937500 Penalty: 4407.247070
	Iteration 16Q: 3 clusters Score -1035808 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1036087.062500 Penalty: 4407.247070
	Iteration 17Q: 3 clusters Score -1036087 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1036334.250000 Penalty: 4407.247070
	Iteration 18Q: 3 clusters Score -1036334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1036471.062500 Penalty: 4407.247070
	Iteration 19Q: 3 clusters Score -1036471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1036532.312500 Penalty: 4407.247070
	Iteration 20F: 3 clusters Score -1036532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1036556.562500 Penalty: 4407.247070
	Iteration 21Q: 3 clusters Score -1036557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1036563.500000 Penalty: 4407.247070
	Iteration 22Q: 3 clusters Score -1036564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1036567.562500 Penalty: 4407.247070
	Iteration 23Q: 3 clusters Score -1036568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1036569.625000 Penalty: 4407.247070
	Iteration 24Q: 3 clusters Score -1036570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1036569.625000 Penalty: 4407.247070
	Iteration 25F: 3 clusters Score -1036570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Entering Unmasked Estep 
Score: -95368640.000000 Penalty: 83092.820312
Splitting cluster 8 changes total score from -95358304.000000 to -95368640.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (15976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Entering Unmasked Estep 
Score: -2411148.750000 Penalty: 2400.353027
	Iteration 0F: 2 clusters Score -2411149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2399696.500000 Penalty: 4800.706055
	Iteration 0F: 3 clusters Score -2399696 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2403388.750000 Penalty: 4800.706055
	Iteration 1F: 3 clusters Score -2403389 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2403695.500000 Penalty: 4800.706055
	Iteration 2F: 3 clusters Score -2403696 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2403903.500000 Penalty: 4800.706055
	Iteration 3Q: 3 clusters Score -2403904 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2404066.750000 Penalty: 4800.706055
	Iteration 4Q: 3 clusters Score -2404067 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2404152.500000 Penalty: 4800.706055
	Iteration 5Q: 3 clusters Score -2404152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2404246.500000 Penalty: 4800.706055
	Iteration 6Q: 3 clusters Score -2404246 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2404329.250000 Penalty: 4800.706055
	Iteration 7Q: 3 clusters Score -2404329 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2404393.000000 Penalty: 4800.706055
	Iteration 8Q: 3 clusters Score -2404393 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2404458.500000 Penalty: 4800.706055
	Iteration 9Q: 3 clusters Score -2404458 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2404517.250000 Penalty: 4800.706055
	Iteration 10Q: 3 clusters Score -2404517 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2404574.250000 Penalty: 4800.706055
	Iteration 11Q: 3 clusters Score -2404574 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2404642.750000 Penalty: 4800.706055
	Iteration 12Q: 3 clusters Score -2404643 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2404709.250000 Penalty: 4800.706055
	Iteration 13Q: 3 clusters Score -2404709 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2404795.500000 Penalty: 4800.706055
	Iteration 14Q: 3 clusters Score -2404796 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2404890.500000 Penalty: 4800.706055
	Iteration 15Q: 3 clusters Score -2404890 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2405008.750000 Penalty: 4800.706055
	Iteration 16Q: 3 clusters Score -2405009 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2405167.250000 Penalty: 4800.706055
	Iteration 17Q: 3 clusters Score -2405167 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2405362.000000 Penalty: 4800.706055
	Iteration 18Q: 3 clusters Score -2405362 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2405576.250000 Penalty: 4800.706055
	Iteration 19Q: 3 clusters Score -2405576 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2405844.750000 Penalty: 4800.706055
	Iteration 20F: 3 clusters Score -2405845 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2406180.000000 Penalty: 4800.706055
	Iteration 21Q: 3 clusters Score -2406180 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2406553.750000 Penalty: 4800.706055
	Iteration 22Q: 3 clusters Score -2406554 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2406960.750000 Penalty: 4800.706055
	Iteration 23Q: 3 clusters Score -2406961 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2407397.250000 Penalty: 4800.706055
	Iteration 24Q: 3 clusters Score -2407397 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2407758.250000 Penalty: 4800.706055
	Iteration 25Q: 3 clusters Score -2407758 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2408062.000000 Penalty: 4800.706055
	Iteration 26Q: 3 clusters Score -2408062 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2408305.750000 Penalty: 4800.706055
	Iteration 27Q: 3 clusters Score -2408306 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2408506.750000 Penalty: 4800.706055
	Iteration 28Q: 3 clusters Score -2408507 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2408626.500000 Penalty: 4800.706055
	Iteration 29Q: 3 clusters Score -2408626 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2408709.500000 Penalty: 4800.706055
	Iteration 30Q: 3 clusters Score -2408710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2408777.500000 Penalty: 4800.706055
	Iteration 31Q: 3 clusters Score -2408778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2408827.250000 Penalty: 4800.706055
	Iteration 32Q: 3 clusters Score -2408827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2408855.000000 Penalty: 4800.706055
	Iteration 33Q: 3 clusters Score -2408855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2408877.250000 Penalty: 4800.706055
	Iteration 34Q: 3 clusters Score -2408877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2408895.750000 Penalty: 4800.706055
	Iteration 35Q: 3 clusters Score -2408896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2408910.000000 Penalty: 4800.706055
	Iteration 36Q: 3 clusters Score -2408910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2408928.500000 Penalty: 4800.706055
	Iteration 37Q: 3 clusters Score -2408928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2408932.500000 Penalty: 4800.706055
	Iteration 38Q: 3 clusters Score -2408932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2408940.500000 Penalty: 4800.706055
	Iteration 39Q: 3 clusters Score -2408940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2408949.000000 Penalty: 4800.706055
	Iteration 40F: 3 clusters Score -2408949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2408954.750000 Penalty: 4800.706055
	Iteration 41Q: 3 clusters Score -2408955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2408957.500000 Penalty: 4800.706055
	Iteration 42Q: 3 clusters Score -2408958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2408960.500000 Penalty: 4800.706055
	Iteration 43Q: 3 clusters Score -2408960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2408963.750000 Penalty: 4800.706055
	Iteration 44Q: 3 clusters Score -2408964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2408966.250000 Penalty: 4800.706055
	Iteration 45Q: 3 clusters Score -2408966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2408965.000000 Penalty: 4800.706055
	Iteration 46Q: 3 clusters Score -2408965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2408966.750000 Penalty: 4800.706055
	Iteration 47Q: 3 clusters Score -2408967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2408966.750000 Penalty: 4800.706055
	Iteration 48F: 3 clusters Score -2408967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Entering Unmasked Estep 
Score: -11328673.000000 Penalty: 2787.966309
	Iteration 0F: 2 clusters Score -1.132867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -11278009.000000 Penalty: 5575.932617
	Iteration 0F: 3 clusters Score -1.127801e+07 nChanged 35560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -11297884.000000 Penalty: 5575.932617
	Iteration 1F: 3 clusters Score -1.129788e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -11298284.000000 Penalty: 5575.932617
	Iteration 2Q: 3 clusters Score -1.129828e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -11298762.000000 Penalty: 5575.932617
	Iteration 3Q: 3 clusters Score -1.129876e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -11299110.000000 Penalty: 5575.932617
	Iteration 4Q: 3 clusters Score -1.129911e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -11299490.000000 Penalty: 5575.932617
	Iteration 5Q: 3 clusters Score -1.129949e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -11299758.000000 Penalty: 5575.932617
	Iteration 6Q: 3 clusters Score -1.129976e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -11300233.000000 Penalty: 5575.932617
	Iteration 7Q: 3 clusters Score -1.130023e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -11300775.000000 Penalty: 5575.932617
	Iteration 8Q: 3 clusters Score -1.130078e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -11301792.000000 Penalty: 5575.932617
	Iteration 9Q: 3 clusters Score -1.130179e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -11303275.000000 Penalty: 5575.932617
	Iteration 10Q: 3 clusters Score -1.130328e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -11305557.000000 Penalty: 5575.932617
	Iteration 11F: 3 clusters Score -1.130556e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -11308612.000000 Penalty: 5575.932617
	Iteration 12F: 3 clusters Score -1.130861e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -11312150.000000 Penalty: 5575.932617
	Iteration 13F: 3 clusters Score -1.131215e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -11315265.000000 Penalty: 5575.932617
	Iteration 14F: 3 clusters Score -1.131526e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -11317883.000000 Penalty: 5575.932617
	Iteration 15Q: 3 clusters Score -1.131788e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -11320182.000000 Penalty: 5575.932617
	Iteration 16Q: 3 clusters Score -1.132018e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -11322416.000000 Penalty: 5575.932617
	Iteration 17Q: 3 clusters Score -1.132242e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -11324252.000000 Penalty: 5575.932617
	Iteration 18Q: 3 clusters Score -1.132425e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -11325188.000000 Penalty: 5575.932617
	Iteration 19Q: 3 clusters Score -1.132519e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -11325549.000000 Penalty: 5575.932617
	Iteration 20F: 3 clusters Score -1.132555e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -11325721.000000 Penalty: 5575.932617
	Iteration 21Q: 3 clusters Score -1.132572e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -11325857.000000 Penalty: 5575.932617
	Iteration 22Q: 3 clusters Score -1.132586e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -11325942.000000 Penalty: 5575.932617
	Iteration 23Q: 3 clusters Score -1.132594e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -11325981.000000 Penalty: 5575.932617
	Iteration 24Q: 3 clusters Score -1.132598e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -11326037.000000 Penalty: 5575.932617
	Iteration 25Q: 3 clusters Score -1.132604e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -11326089.000000 Penalty: 5575.932617
	Iteration 26Q: 3 clusters Score -1.132609e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -11326091.000000 Penalty: 5575.932617
	Iteration 27Q: 3 clusters Score -1.132609e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -11326109.000000 Penalty: 5575.932617
	Iteration 28Q: 3 clusters Score -1.132611e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -11326137.000000 Penalty: 5575.932617
	Iteration 29Q: 3 clusters Score -1.132614e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -11326145.000000 Penalty: 5575.932617
	Iteration 30Q: 3 clusters Score -1.132614e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -11326156.000000 Penalty: 5575.932617
	Iteration 31Q: 3 clusters Score -1.132616e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -11326206.000000 Penalty: 5575.932617
	Iteration 32Q: 3 clusters Score -1.132621e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -11326230.000000 Penalty: 5575.932617
	Iteration 33Q: 3 clusters Score -1.132623e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -11326236.000000 Penalty: 5575.932617
	Iteration 34Q: 3 clusters Score -1.132624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -11326255.000000 Penalty: 5575.932617
	Iteration 35Q: 3 clusters Score -1.132626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -11326242.000000 Penalty: 5575.932617
	Iteration 36Q: 3 clusters Score -1.132624e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -11326263.000000 Penalty: 5575.932617
	Iteration 37Q: 3 clusters Score -1.132626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -11326280.000000 Penalty: 5575.932617
	Iteration 38Q: 3 clusters Score -1.132628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -11326278.000000 Penalty: 5575.932617
	Iteration 39Q: 3 clusters Score -1.132628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -11326282.000000 Penalty: 5575.932617
	Iteration 40F: 3 clusters Score -1.132628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -11326263.000000 Penalty: 5575.932617
	Iteration 41Q: 3 clusters Score -1.132626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -11326282.000000 Penalty: 5575.932617
	Iteration 42Q: 3 clusters Score -1.132628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -11326290.000000 Penalty: 5575.932617
	Iteration 43Q: 3 clusters Score -1.132629e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -11326300.000000 Penalty: 5575.932617
	Iteration 44Q: 3 clusters Score -1.13263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -11326303.000000 Penalty: 5575.932617
	Iteration 45Q: 3 clusters Score -1.13263e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -11326307.000000 Penalty: 5575.932617
	Iteration 46Q: 3 clusters Score -1.132631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -11326313.000000 Penalty: 5575.932617
	Iteration 47Q: 3 clusters Score -1.132631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -11326317.000000 Penalty: 5575.932617
	Iteration 48Q: 3 clusters Score -1.132632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -11326335.000000 Penalty: 5575.932617
	Iteration 49Q: 3 clusters Score -1.132634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -11326314.000000 Penalty: 5575.932617
	Iteration 50Q: 3 clusters Score -1.132631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -11326317.000000 Penalty: 5575.932617
	Iteration 51Q: 3 clusters Score -1.132632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -11326315.000000 Penalty: 5575.932617
	Iteration 52Q: 3 clusters Score -1.132632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -11326323.000000 Penalty: 5575.932617
	Iteration 53Q: 3 clusters Score -1.132632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -11326319.000000 Penalty: 5575.932617
	Iteration 54Q: 3 clusters Score -1.132632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -11326328.000000 Penalty: 5575.932617
	Iteration 55Q: 3 clusters Score -1.132633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -11326322.000000 Penalty: 5575.932617
	Iteration 56Q: 3 clusters Score -1.132632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11326338.000000 Penalty: 5575.932617
	Iteration 57Q: 3 clusters Score -1.132634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -11326337.000000 Penalty: 5575.932617
	Iteration 58Q: 3 clusters Score -1.132634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -11326330.000000 Penalty: 5575.932617
	Iteration 59Q: 3 clusters Score -1.132633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -11326331.000000 Penalty: 5575.932617
	Iteration 60F: 3 clusters Score -1.132633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -11326337.000000 Penalty: 5575.932617
	Iteration 61Q: 3 clusters Score -1.132634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -11326343.000000 Penalty: 5575.932617
	Iteration 62Q: 3 clusters Score -1.132634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -11326347.000000 Penalty: 5575.932617
	Iteration 63Q: 3 clusters Score -1.132635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -11326340.000000 Penalty: 5575.932617
	Iteration 64Q: 3 clusters Score -1.132634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -11326341.000000 Penalty: 5575.932617
	Iteration 65Q: 3 clusters Score -1.132634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -11326339.000000 Penalty: 5575.932617
	Iteration 66Q: 3 clusters Score -1.132634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -11326344.000000 Penalty: 5575.932617
	Iteration 67Q: 3 clusters Score -1.132634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -11326346.000000 Penalty: 5575.932617
	Iteration 68Q: 3 clusters Score -1.132635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -11326340.000000 Penalty: 5575.932617
	Iteration 69Q: 3 clusters Score -1.132634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -11326338.000000 Penalty: 5575.932617
	Iteration 70Q: 3 clusters Score -1.132634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -11326337.000000 Penalty: 5575.932617
	Iteration 71Q: 3 clusters Score -1.132634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -11326348.000000 Penalty: 5575.932617
	Iteration 72Q: 3 clusters Score -1.132635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -11326347.000000 Penalty: 5575.932617
	Iteration 73Q: 3 clusters Score -1.132635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -11326339.000000 Penalty: 5575.932617
	Iteration 74Q: 3 clusters Score -1.132634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -11326350.000000 Penalty: 5575.932617
	Iteration 75Q: 3 clusters Score -1.132635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -11326340.000000 Penalty: 5575.932617
	Iteration 76Q: 3 clusters Score -1.132634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -11326340.000000 Penalty: 5575.932617
	Iteration 77Q: 3 clusters Score -1.132634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11326345.000000 Penalty: 5575.932617
	Iteration 78Q: 3 clusters Score -1.132634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -11326338.000000 Penalty: 5575.932617
	Iteration 79Q: 3 clusters Score -1.132634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11326335.000000 Penalty: 5575.932617
	Iteration 80F: 3 clusters Score -1.132634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11326330.000000 Penalty: 5575.932617
	Iteration 81Q: 3 clusters Score -1.132633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -11326335.000000 Penalty: 5575.932617
	Iteration 82Q: 3 clusters Score -1.132634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -11326336.000000 Penalty: 5575.932617
	Iteration 83Q: 3 clusters Score -1.132634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -11326336.000000 Penalty: 5575.932617
	Iteration 84F: 3 clusters Score -1.132634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Entering Unmasked Estep 
Score: -2770915.000000 Penalty: 2443.578857
	Iteration 0F: 2 clusters Score -2770915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2757588.250000 Penalty: 4887.157715
	Iteration 0F: 3 clusters Score -2757588 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2762279.250000 Penalty: 4887.157715
	Iteration 1F: 3 clusters Score -2762279 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2763504.250000 Penalty: 4887.157715
	Iteration 2F: 3 clusters Score -2763504 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2766204.500000 Penalty: 4887.157715
	Iteration 3F: 3 clusters Score -2766204 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2769576.000000 Penalty: 4887.157715
	Iteration 4F: 3 clusters Score -2769576 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2771666.000000 Penalty: 4887.157715
	Iteration 5F: 3 clusters Score -2771666 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2772837.000000 Penalty: 4887.157715
	Iteration 6F: 3 clusters Score -2772837 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2773485.750000 Penalty: 4887.157715
	Iteration 7Q: 3 clusters Score -2773486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2773824.750000 Penalty: 4887.157715
	Iteration 8Q: 3 clusters Score -2773825 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2773977.250000 Penalty: 4887.157715
	Iteration 9Q: 3 clusters Score -2773977 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2774055.000000 Penalty: 4887.157715
	Iteration 10Q: 3 clusters Score -2774055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2774087.750000 Penalty: 4887.157715
	Iteration 11Q: 3 clusters Score -2774088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2774088.250000 Penalty: 4887.157715
	Iteration 12Q: 3 clusters Score -2774088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2774102.500000 Penalty: 4887.157715
	Iteration 13Q: 3 clusters Score -2774102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2774117.000000 Penalty: 4887.157715
	Iteration 14Q: 3 clusters Score -2774117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2774116.750000 Penalty: 4887.157715
	Iteration 15Q: 3 clusters Score -2774117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2774123.000000 Penalty: 4887.157715
	Iteration 16Q: 3 clusters Score -2774123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2774123.250000 Penalty: 4887.157715
	Iteration 17Q: 3 clusters Score -2774123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2774129.750000 Penalty: 4887.157715
	Iteration 18Q: 3 clusters Score -2774130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2774130.500000 Penalty: 4887.157715
	Iteration 19Q: 3 clusters Score -2774130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2774134.750000 Penalty: 4887.157715
	Iteration 20F: 3 clusters Score -2774135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2774143.500000 Penalty: 4887.157715
	Iteration 21Q: 3 clusters Score -2774144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2774140.000000 Penalty: 4887.157715
	Iteration 22Q: 3 clusters Score -2774140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2774148.500000 Penalty: 4887.157715
	Iteration 23Q: 3 clusters Score -2774148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2774152.750000 Penalty: 4887.157715
	Iteration 24Q: 3 clusters Score -2774153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2774154.750000 Penalty: 4887.157715
	Iteration 25Q: 3 clusters Score -2774155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2774146.500000 Penalty: 4887.157715
	Iteration 26Q: 3 clusters Score -2774146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2774146.000000 Penalty: 4887.157715
	Iteration 27Q: 3 clusters Score -2774146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2774150.250000 Penalty: 4887.157715
	Iteration 28Q: 3 clusters Score -2774150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2774151.250000 Penalty: 4887.157715
	Iteration 29Q: 3 clusters Score -2774151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2774158.000000 Penalty: 4887.157715
	Iteration 30Q: 3 clusters Score -2774158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2774154.750000 Penalty: 4887.157715
	Iteration 31Q: 3 clusters Score -2774155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2774153.500000 Penalty: 4887.157715
	Iteration 32Q: 3 clusters Score -2774154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2774157.500000 Penalty: 4887.157715
	Iteration 33Q: 3 clusters Score -2774158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2774150.000000 Penalty: 4887.157715
	Iteration 34Q: 3 clusters Score -2774150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2774155.250000 Penalty: 4887.157715
	Iteration 35Q: 3 clusters Score -2774155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2774155.750000 Penalty: 4887.157715
	Iteration 36Q: 3 clusters Score -2774156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2774160.000000 Penalty: 4887.157715
	Iteration 37Q: 3 clusters Score -2774160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2774158.500000 Penalty: 4887.157715
	Iteration 38Q: 3 clusters Score -2774158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2774162.000000 Penalty: 4887.157715
	Iteration 39Q: 3 clusters Score -2774162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2774161.000000 Penalty: 4887.157715
	Iteration 40F: 3 clusters Score -2774161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2774160.000000 Penalty: 4887.157715
	Iteration 41Q: 3 clusters Score -2774160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2774157.000000 Penalty: 4887.157715
	Iteration 42Q: 3 clusters Score -2774157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2774158.500000 Penalty: 4887.157715
	Iteration 43Q: 3 clusters Score -2774158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2774158.250000 Penalty: 4887.157715
	Iteration 44Q: 3 clusters Score -2774158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2774160.000000 Penalty: 4887.157715
	Iteration 45Q: 3 clusters Score -2774160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2774160.000000 Penalty: 4887.157715
	Iteration 46F: 3 clusters Score -2774160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Entering Unmasked Estep 
Score: -95370920.000000 Penalty: 86416.531250
Splitting cluster 12 changes total score from -95358304.000000 to -95370920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (70788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Entering Unmasked Estep 
Score: -10429679.000000 Penalty: 2769.526367
	Iteration 0F: 2 clusters Score -1.042968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -10382313.000000 Penalty: 5539.052734
	Iteration 0F: 3 clusters Score -1.038231e+07 nChanged 32971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -10400683.000000 Penalty: 5539.052734
	Iteration 1F: 3 clusters Score -1.040068e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -10401495.000000 Penalty: 5539.052734
	Iteration 2Q: 3 clusters Score -1.04015e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -10402431.000000 Penalty: 5539.052734
	Iteration 3Q: 3 clusters Score -1.040243e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -10403668.000000 Penalty: 5539.052734
	Iteration 4Q: 3 clusters Score -1.040367e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -10405325.000000 Penalty: 5539.052734
	Iteration 5Q: 3 clusters Score -1.040532e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -10407380.000000 Penalty: 5539.052734
	Iteration 6F: 3 clusters Score -1.040738e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -10410137.000000 Penalty: 5539.052734
	Iteration 7F: 3 clusters Score -1.041014e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -10413350.000000 Penalty: 5539.052734
	Iteration 8F: 3 clusters Score -1.041335e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -10416672.000000 Penalty: 5539.052734
	Iteration 9F: 3 clusters Score -1.041667e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -10419583.000000 Penalty: 5539.052734
	Iteration 10F: 3 clusters Score -1.041958e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -10421967.000000 Penalty: 5539.052734
	Iteration 11Q: 3 clusters Score -1.042197e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -10423838.000000 Penalty: 5539.052734
	Iteration 12Q: 3 clusters Score -1.042384e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -10425360.000000 Penalty: 5539.052734
	Iteration 13Q: 3 clusters Score -1.042536e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10426261.000000 Penalty: 5539.052734
	Iteration 14Q: 3 clusters Score -1.042626e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10426749.000000 Penalty: 5539.052734
	Iteration 15Q: 3 clusters Score -1.042675e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10426979.000000 Penalty: 5539.052734
	Iteration 16Q: 3 clusters Score -1.042698e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10427106.000000 Penalty: 5539.052734
	Iteration 17Q: 3 clusters Score -1.042711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10427176.000000 Penalty: 5539.052734
	Iteration 18Q: 3 clusters Score -1.042718e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10427220.000000 Penalty: 5539.052734
	Iteration 19Q: 3 clusters Score -1.042722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10427232.000000 Penalty: 5539.052734
	Iteration 20F: 3 clusters Score -1.042723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10427239.000000 Penalty: 5539.052734
	Iteration 21Q: 3 clusters Score -1.042724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10427266.000000 Penalty: 5539.052734
	Iteration 22Q: 3 clusters Score -1.042727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10427269.000000 Penalty: 5539.052734
	Iteration 23Q: 3 clusters Score -1.042727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10427281.000000 Penalty: 5539.052734
	Iteration 24Q: 3 clusters Score -1.042728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10427289.000000 Penalty: 5539.052734
	Iteration 25Q: 3 clusters Score -1.042729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10427292.000000 Penalty: 5539.052734
	Iteration 26Q: 3 clusters Score -1.042729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10427299.000000 Penalty: 5539.052734
	Iteration 27Q: 3 clusters Score -1.04273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10427301.000000 Penalty: 5539.052734
	Iteration 28Q: 3 clusters Score -1.04273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10427305.000000 Penalty: 5539.052734
	Iteration 29Q: 3 clusters Score -1.04273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10427305.000000 Penalty: 5539.052734
	Iteration 30F: 3 clusters Score -1.04273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -89650.812500 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -89650.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88006.843750 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -88006.84 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88573.882812 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -88573.88 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88990.781250 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -88990.78 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89636.031250 Penalty: 3326.603760
	Iteration 3F: 3 clusters Score -89636.03 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -90357.390625 Penalty: 3326.603760
	Iteration 4F: 3 clusters Score -90357.39 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90914.734375 Penalty: 3326.603760
	Iteration 5F: 3 clusters Score -90914.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -91173.812500 Penalty: 3326.603760
	Iteration 6F: 3 clusters Score -91173.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -91273.351562 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -91273.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -91341.625000 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -91341.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -91419.460938 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -91419.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -91444.734375 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -91444.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -91460.125000 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -91460.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -91472.039062 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -91472.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -91475.117188 Penalty: 3326.603760
	Iteration 13Q: 3 clusters Score -91475.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -91479.960938 Penalty: 3326.603760
	Iteration 14Q: 3 clusters Score -91479.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -91479.960938 Penalty: 3326.603760
	Iteration 15F: 3 clusters Score -91479.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 684 members 
Entering Unmasked Estep 
Score: -95371144.000000 Penalty: 89740.242188
Splitting cluster 15 changes total score from -95358304.000000 to -95371144.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -303142.250000 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -303142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -300498.406250 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -300498.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -301372.406250 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -301372.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -302241.281250 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -302241.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303198.718750 Penalty: 3813.019043
	Iteration 3F: 3 clusters Score -303198.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -304181.625000 Penalty: 3813.019043
	Iteration 4F: 3 clusters Score -304181.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -304972.062500 Penalty: 3813.019043
	Iteration 5F: 3 clusters Score -304972.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -305373.562500 Penalty: 3813.019043
	Iteration 6F: 3 clusters Score -305373.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -305740.843750 Penalty: 3813.019043
	Iteration 7F: 3 clusters Score -305740.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -306128.781250 Penalty: 3813.019043
	Iteration 8F: 3 clusters Score -306128.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -306481.593750 Penalty: 3813.019043
	Iteration 9F: 3 clusters Score -306481.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -306827.750000 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -306827.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -306989.500000 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -306989.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -307008.593750 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -307008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -307008.593750 Penalty: 3813.019043
	Iteration 13F: 3 clusters Score -307008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1362 members 
Entering Unmasked Estep 
Score: -95373928.000000 Penalty: 93063.953125
Splitting cluster 16 changes total score from -95358304.000000 to -95373928.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (46468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Entering Unmasked Estep 
Score: -6818311.500000 Penalty: 2665.136719
	Iteration 0F: 2 clusters Score -6818312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -6787220.000000 Penalty: 5330.273438
	Iteration 0F: 3 clusters Score -6787220 nChanged 21293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -6798830.000000 Penalty: 5330.273438
	Iteration 1F: 3 clusters Score -6798830 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -6799530.500000 Penalty: 5330.273438
	Iteration 2Q: 3 clusters Score -6799530 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -6800259.000000 Penalty: 5330.273438
	Iteration 3Q: 3 clusters Score -6800259 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -6801100.000000 Penalty: 5330.273438
	Iteration 4Q: 3 clusters Score -6801100 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -6801926.000000 Penalty: 5330.273438
	Iteration 5Q: 3 clusters Score -6801926 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -6802842.500000 Penalty: 5330.273438
	Iteration 6Q: 3 clusters Score -6802842 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -6803760.000000 Penalty: 5330.273438
	Iteration 7Q: 3 clusters Score -6803760 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -6804637.500000 Penalty: 5330.273438
	Iteration 8Q: 3 clusters Score -6804638 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -6805365.000000 Penalty: 5330.273438
	Iteration 9Q: 3 clusters Score -6805365 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -6806001.000000 Penalty: 5330.273438
	Iteration 10Q: 3 clusters Score -6806001 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -6806568.000000 Penalty: 5330.273438
	Iteration 11Q: 3 clusters Score -6806568 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -6807150.000000 Penalty: 5330.273438
	Iteration 12Q: 3 clusters Score -6807150 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -6807640.000000 Penalty: 5330.273438
	Iteration 13Q: 3 clusters Score -6807640 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -6808262.000000 Penalty: 5330.273438
	Iteration 14Q: 3 clusters Score -6808262 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -6808854.500000 Penalty: 5330.273438
	Iteration 15Q: 3 clusters Score -6808854 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -6809416.500000 Penalty: 5330.273438
	Iteration 16Q: 3 clusters Score -6809416 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -6809895.000000 Penalty: 5330.273438
	Iteration 17Q: 3 clusters Score -6809895 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -6810232.500000 Penalty: 5330.273438
	Iteration 18Q: 3 clusters Score -6810232 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -6810509.500000 Penalty: 5330.273438
	Iteration 19Q: 3 clusters Score -6810510 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -6810714.500000 Penalty: 5330.273438
	Iteration 20F: 3 clusters Score -6810714 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6810912.000000 Penalty: 5330.273438
	Iteration 21Q: 3 clusters Score -6810912 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -6811055.500000 Penalty: 5330.273438
	Iteration 22Q: 3 clusters Score -6811056 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -6811267.500000 Penalty: 5330.273438
	Iteration 23Q: 3 clusters Score -6811268 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6811420.000000 Penalty: 5330.273438
	Iteration 24Q: 3 clusters Score -6811420 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -6811605.000000 Penalty: 5330.273438
	Iteration 25Q: 3 clusters Score -6811605 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -6811801.000000 Penalty: 5330.273438
	Iteration 26Q: 3 clusters Score -6811801 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -6812032.500000 Penalty: 5330.273438
	Iteration 27Q: 3 clusters Score -6812032 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -6812242.500000 Penalty: 5330.273438
	Iteration 28Q: 3 clusters Score -6812242 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -6812467.500000 Penalty: 5330.273438
	Iteration 29Q: 3 clusters Score -6812468 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -6812638.000000 Penalty: 5330.273438
	Iteration 30Q: 3 clusters Score -6812638 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -6812787.000000 Penalty: 5330.273438
	Iteration 31Q: 3 clusters Score -6812787 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -6812969.000000 Penalty: 5330.273438
	Iteration 32Q: 3 clusters Score -6812969 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -6813123.500000 Penalty: 5330.273438
	Iteration 33Q: 3 clusters Score -6813124 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -6813231.000000 Penalty: 5330.273438
	Iteration 34Q: 3 clusters Score -6813231 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6813322.500000 Penalty: 5330.273438
	Iteration 35Q: 3 clusters Score -6813322 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -6813435.000000 Penalty: 5330.273438
	Iteration 36Q: 3 clusters Score -6813435 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -6813501.500000 Penalty: 5330.273438
	Iteration 37Q: 3 clusters Score -6813502 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -6813581.000000 Penalty: 5330.273438
	Iteration 38Q: 3 clusters Score -6813581 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -6813680.500000 Penalty: 5330.273438
	Iteration 39Q: 3 clusters Score -6813680 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -6813733.500000 Penalty: 5330.273438
	Iteration 40F: 3 clusters Score -6813734 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -6813815.000000 Penalty: 5330.273438
	Iteration 41Q: 3 clusters Score -6813815 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -6813914.500000 Penalty: 5330.273438
	Iteration 42Q: 3 clusters Score -6813914 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -6814021.000000 Penalty: 5330.273438
	Iteration 43Q: 3 clusters Score -6814021 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -6814111.500000 Penalty: 5330.273438
	Iteration 44Q: 3 clusters Score -6814112 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -6814169.000000 Penalty: 5330.273438
	Iteration 45Q: 3 clusters Score -6814169 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -6814237.000000 Penalty: 5330.273438
	Iteration 46Q: 3 clusters Score -6814237 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -6814310.000000 Penalty: 5330.273438
	Iteration 47Q: 3 clusters Score -6814310 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -6814403.500000 Penalty: 5330.273438
	Iteration 48Q: 3 clusters Score -6814404 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -6814470.000000 Penalty: 5330.273438
	Iteration 49Q: 3 clusters Score -6814470 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -6814509.500000 Penalty: 5330.273438
	Iteration 50Q: 3 clusters Score -6814510 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -6814618.500000 Penalty: 5330.273438
	Iteration 51Q: 3 clusters Score -6814618 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -6814686.000000 Penalty: 5330.273438
	Iteration 52Q: 3 clusters Score -6814686 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -6814751.000000 Penalty: 5330.273438
	Iteration 53Q: 3 clusters Score -6814751 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -6814788.000000 Penalty: 5330.273438
	Iteration 54Q: 3 clusters Score -6814788 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -6814841.500000 Penalty: 5330.273438
	Iteration 55Q: 3 clusters Score -6814842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6814882.000000 Penalty: 5330.273438
	Iteration 56Q: 3 clusters Score -6814882 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6814924.500000 Penalty: 5330.273438
	Iteration 57Q: 3 clusters Score -6814924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6814972.500000 Penalty: 5330.273438
	Iteration 58Q: 3 clusters Score -6814972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6815033.000000 Penalty: 5330.273438
	Iteration 59Q: 3 clusters Score -6815033 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6815087.000000 Penalty: 5330.273438
	Iteration 60F: 3 clusters Score -6815087 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6815138.500000 Penalty: 5330.273438
	Iteration 61Q: 3 clusters Score -6815138 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6815156.000000 Penalty: 5330.273438
	Iteration 62Q: 3 clusters Score -6815156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6815219.500000 Penalty: 5330.273438
	Iteration 63Q: 3 clusters Score -6815220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6815274.000000 Penalty: 5330.273438
	Iteration 64Q: 3 clusters Score -6815274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6815317.000000 Penalty: 5330.273438
	Iteration 65Q: 3 clusters Score -6815317 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6815358.000000 Penalty: 5330.273438
	Iteration 66Q: 3 clusters Score -6815358 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6815406.000000 Penalty: 5330.273438
	Iteration 67Q: 3 clusters Score -6815406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6815446.500000 Penalty: 5330.273438
	Iteration 68Q: 3 clusters Score -6815446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6815485.500000 Penalty: 5330.273438
	Iteration 69Q: 3 clusters Score -6815486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6815513.000000 Penalty: 5330.273438
	Iteration 70Q: 3 clusters Score -6815513 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6815526.500000 Penalty: 5330.273438
	Iteration 71Q: 3 clusters Score -6815526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6815552.000000 Penalty: 5330.273438
	Iteration 72Q: 3 clusters Score -6815552 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6815588.500000 Penalty: 5330.273438
	Iteration 73Q: 3 clusters Score -6815588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6815609.000000 Penalty: 5330.273438
	Iteration 74Q: 3 clusters Score -6815609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6815651.500000 Penalty: 5330.273438
	Iteration 75Q: 3 clusters Score -6815652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6815666.000000 Penalty: 5330.273438
	Iteration 76Q: 3 clusters Score -6815666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6815692.500000 Penalty: 5330.273438
	Iteration 77Q: 3 clusters Score -6815692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6815730.500000 Penalty: 5330.273438
	Iteration 78Q: 3 clusters Score -6815730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6815757.500000 Penalty: 5330.273438
	Iteration 79Q: 3 clusters Score -6815758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6815786.500000 Penalty: 5330.273438
	Iteration 80F: 3 clusters Score -6815786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6815814.500000 Penalty: 5330.273438
	Iteration 81Q: 3 clusters Score -6815814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6815841.000000 Penalty: 5330.273438
	Iteration 82Q: 3 clusters Score -6815841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6815852.000000 Penalty: 5330.273438
	Iteration 83Q: 3 clusters Score -6815852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6815859.000000 Penalty: 5330.273438
	Iteration 84Q: 3 clusters Score -6815859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6815856.000000 Penalty: 5330.273438
	Iteration 85Q: 3 clusters Score -6815856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6815875.500000 Penalty: 5330.273438
	Iteration 86Q: 3 clusters Score -6815876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6815876.500000 Penalty: 5330.273438
	Iteration 87Q: 3 clusters Score -6815876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6815887.500000 Penalty: 5330.273438
	Iteration 88Q: 3 clusters Score -6815888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6815883.500000 Penalty: 5330.273438
	Iteration 89Q: 3 clusters Score -6815884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6815893.500000 Penalty: 5330.273438
	Iteration 90Q: 3 clusters Score -6815894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6815891.000000 Penalty: 5330.273438
	Iteration 91Q: 3 clusters Score -6815891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6815911.000000 Penalty: 5330.273438
	Iteration 92Q: 3 clusters Score -6815911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6815906.000000 Penalty: 5330.273438
	Iteration 93Q: 3 clusters Score -6815906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6815909.000000 Penalty: 5330.273438
	Iteration 94Q: 3 clusters Score -6815909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6815923.500000 Penalty: 5330.273438
	Iteration 95Q: 3 clusters Score -6815924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6815927.000000 Penalty: 5330.273438
	Iteration 96Q: 3 clusters Score -6815927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6815928.500000 Penalty: 5330.273438
	Iteration 97Q: 3 clusters Score -6815928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6815932.500000 Penalty: 5330.273438
	Iteration 98Q: 3 clusters Score -6815932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6815934.500000 Penalty: 5330.273438
	Iteration 99Q: 3 clusters Score -6815934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6815937.000000 Penalty: 5330.273438
	Iteration 100F: 3 clusters Score -6815937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6815952.000000 Penalty: 5330.273438
	Iteration 101Q: 3 clusters Score -6815952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6815958.000000 Penalty: 5330.273438
	Iteration 102Q: 3 clusters Score -6815958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6815962.500000 Penalty: 5330.273438
	Iteration 103Q: 3 clusters Score -6815962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6815966.000000 Penalty: 5330.273438
	Iteration 104Q: 3 clusters Score -6815966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6815981.000000 Penalty: 5330.273438
	Iteration 105Q: 3 clusters Score -6815981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6815995.000000 Penalty: 5330.273438
	Iteration 106Q: 3 clusters Score -6815995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6816018.000000 Penalty: 5330.273438
	Iteration 107Q: 3 clusters Score -6816018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6816027.500000 Penalty: 5330.273438
	Iteration 108Q: 3 clusters Score -6816028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6816039.500000 Penalty: 5330.273438
	Iteration 109Q: 3 clusters Score -6816040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6816054.500000 Penalty: 5330.273438
	Iteration 110Q: 3 clusters Score -6816054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6816060.500000 Penalty: 5330.273438
	Iteration 111Q: 3 clusters Score -6816060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6816071.000000 Penalty: 5330.273438
	Iteration 112Q: 3 clusters Score -6816071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6816068.000000 Penalty: 5330.273438
	Iteration 113Q: 3 clusters Score -6816068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6816069.000000 Penalty: 5330.273438
	Iteration 114Q: 3 clusters Score -6816069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6816074.500000 Penalty: 5330.273438
	Iteration 115Q: 3 clusters Score -6816074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6816088.000000 Penalty: 5330.273438
	Iteration 116Q: 3 clusters Score -6816088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6816094.500000 Penalty: 5330.273438
	Iteration 117Q: 3 clusters Score -6816094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6816103.500000 Penalty: 5330.273438
	Iteration 118Q: 3 clusters Score -6816104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6816112.500000 Penalty: 5330.273438
	Iteration 119Q: 3 clusters Score -6816112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6816121.500000 Penalty: 5330.273438
	Iteration 120F: 3 clusters Score -6816122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6816127.500000 Penalty: 5330.273438
	Iteration 121Q: 3 clusters Score -6816128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6816129.000000 Penalty: 5330.273438
	Iteration 122Q: 3 clusters Score -6816129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6816136.000000 Penalty: 5330.273438
	Iteration 123Q: 3 clusters Score -6816136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6816140.500000 Penalty: 5330.273438
	Iteration 124Q: 3 clusters Score -6816140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6816142.000000 Penalty: 5330.273438
	Iteration 125Q: 3 clusters Score -6816142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6816142.000000 Penalty: 5330.273438
	Iteration 126F: 3 clusters Score -6816142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -165028.593750 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -165028.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162957.046875 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -162957 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163732.421875 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -163732.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165355.734375 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -165355.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -167499.875000 Penalty: 3533.741211
	Iteration 3F: 3 clusters Score -167499.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -168345.125000 Penalty: 3533.741211
	Iteration 4Q: 3 clusters Score -168345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -168392.359375 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -168392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -168454.718750 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -168454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -168475.687500 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -168475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -168475.687500 Penalty: 3533.741211
	Iteration 8F: 3 clusters Score -168475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1362 members 
Mstep: Class 29 contains 864 members 
Entering Unmasked Estep 
Score: -95375824.000000 Penalty: 96387.664062
Splitting cluster 18 changes total score from -95358304.000000 to -95375824.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (11017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Entering Unmasked Estep 
Score: -1376641.125000 Penalty: 2308.184326
	Iteration 0F: 2 clusters Score -1376641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1368318.000000 Penalty: 4616.368652
	Iteration 0F: 3 clusters Score -1368318 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1370917.375000 Penalty: 4616.368652
	Iteration 1F: 3 clusters Score -1370917 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1371609.250000 Penalty: 4616.368652
	Iteration 2F: 3 clusters Score -1371609 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1372319.625000 Penalty: 4616.368652
	Iteration 3F: 3 clusters Score -1372320 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1372989.875000 Penalty: 4616.368652
	Iteration 4F: 3 clusters Score -1372990 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1373517.250000 Penalty: 4616.368652
	Iteration 5F: 3 clusters Score -1373517 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1373922.250000 Penalty: 4616.368652
	Iteration 6F: 3 clusters Score -1373922 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1374200.500000 Penalty: 4616.368652
	Iteration 7Q: 3 clusters Score -1374200 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1374379.000000 Penalty: 4616.368652
	Iteration 8Q: 3 clusters Score -1374379 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1374504.125000 Penalty: 4616.368652
	Iteration 9Q: 3 clusters Score -1374504 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1374594.375000 Penalty: 4616.368652
	Iteration 10Q: 3 clusters Score -1374594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1374665.625000 Penalty: 4616.368652
	Iteration 11Q: 3 clusters Score -1374666 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1374734.875000 Penalty: 4616.368652
	Iteration 12Q: 3 clusters Score -1374735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1374791.000000 Penalty: 4616.368652
	Iteration 13Q: 3 clusters Score -1374791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1374824.500000 Penalty: 4616.368652
	Iteration 14Q: 3 clusters Score -1374824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1374849.250000 Penalty: 4616.368652
	Iteration 15Q: 3 clusters Score -1374849 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1374864.250000 Penalty: 4616.368652
	Iteration 16Q: 3 clusters Score -1374864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1374885.125000 Penalty: 4616.368652
	Iteration 17Q: 3 clusters Score -1374885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1374898.375000 Penalty: 4616.368652
	Iteration 18Q: 3 clusters Score -1374898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1374913.250000 Penalty: 4616.368652
	Iteration 19Q: 3 clusters Score -1374913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1374924.125000 Penalty: 4616.368652
	Iteration 20F: 3 clusters Score -1374924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1374942.625000 Penalty: 4616.368652
	Iteration 21Q: 3 clusters Score -1374943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1374960.625000 Penalty: 4616.368652
	Iteration 22Q: 3 clusters Score -1374961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1374966.500000 Penalty: 4616.368652
	Iteration 23Q: 3 clusters Score -1374966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1374977.875000 Penalty: 4616.368652
	Iteration 24Q: 3 clusters Score -1374978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1374992.500000 Penalty: 4616.368652
	Iteration 25Q: 3 clusters Score -1374992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1374994.000000 Penalty: 4616.368652
	Iteration 26Q: 3 clusters Score -1374994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1374998.875000 Penalty: 4616.368652
	Iteration 27Q: 3 clusters Score -1374999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1375002.250000 Penalty: 4616.368652
	Iteration 28Q: 3 clusters Score -1375002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1375005.625000 Penalty: 4616.368652
	Iteration 29Q: 3 clusters Score -1375006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1375008.625000 Penalty: 4616.368652
	Iteration 30Q: 3 clusters Score -1375009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1375014.250000 Penalty: 4616.368652
	Iteration 31Q: 3 clusters Score -1375014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1375022.875000 Penalty: 4616.368652
	Iteration 32Q: 3 clusters Score -1375023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1375029.750000 Penalty: 4616.368652
	Iteration 33Q: 3 clusters Score -1375030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1375042.125000 Penalty: 4616.368652
	Iteration 34Q: 3 clusters Score -1375042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1375063.875000 Penalty: 4616.368652
	Iteration 35Q: 3 clusters Score -1375064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1375088.000000 Penalty: 4616.368652
	Iteration 36Q: 3 clusters Score -1375088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1375116.625000 Penalty: 4616.368652
	Iteration 37Q: 3 clusters Score -1375117 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1375165.375000 Penalty: 4616.368652
	Iteration 38Q: 3 clusters Score -1375165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1375211.125000 Penalty: 4616.368652
	Iteration 39Q: 3 clusters Score -1375211 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1375266.375000 Penalty: 4616.368652
	Iteration 40F: 3 clusters Score -1375266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1375346.250000 Penalty: 4616.368652
	Iteration 41Q: 3 clusters Score -1375346 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1375413.500000 Penalty: 4616.368652
	Iteration 42Q: 3 clusters Score -1375414 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1375468.875000 Penalty: 4616.368652
	Iteration 43Q: 3 clusters Score -1375469 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1375523.625000 Penalty: 4616.368652
	Iteration 44Q: 3 clusters Score -1375524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1375582.875000 Penalty: 4616.368652
	Iteration 45Q: 3 clusters Score -1375583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1375630.250000 Penalty: 4616.368652
	Iteration 46Q: 3 clusters Score -1375630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1375668.750000 Penalty: 4616.368652
	Iteration 47Q: 3 clusters Score -1375669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1375699.125000 Penalty: 4616.368652
	Iteration 48Q: 3 clusters Score -1375699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1375724.250000 Penalty: 4616.368652
	Iteration 49Q: 3 clusters Score -1375724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1375748.375000 Penalty: 4616.368652
	Iteration 50Q: 3 clusters Score -1375748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1375767.500000 Penalty: 4616.368652
	Iteration 51Q: 3 clusters Score -1375768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1375780.375000 Penalty: 4616.368652
	Iteration 52Q: 3 clusters Score -1375780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1375792.000000 Penalty: 4616.368652
	Iteration 53Q: 3 clusters Score -1375792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1375796.500000 Penalty: 4616.368652
	Iteration 54Q: 3 clusters Score -1375796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1375803.250000 Penalty: 4616.368652
	Iteration 55Q: 3 clusters Score -1375803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1375810.500000 Penalty: 4616.368652
	Iteration 56Q: 3 clusters Score -1375810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1375817.250000 Penalty: 4616.368652
	Iteration 57Q: 3 clusters Score -1375817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1375823.000000 Penalty: 4616.368652
	Iteration 58Q: 3 clusters Score -1375823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1375832.375000 Penalty: 4616.368652
	Iteration 59Q: 3 clusters Score -1375832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1375835.125000 Penalty: 4616.368652
	Iteration 60F: 3 clusters Score -1375835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1375842.375000 Penalty: 4616.368652
	Iteration 61Q: 3 clusters Score -1375842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1375853.000000 Penalty: 4616.368652
	Iteration 62Q: 3 clusters Score -1375853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1375862.000000 Penalty: 4616.368652
	Iteration 63Q: 3 clusters Score -1375862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1375865.625000 Penalty: 4616.368652
	Iteration 64Q: 3 clusters Score -1375866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1375874.875000 Penalty: 4616.368652
	Iteration 65Q: 3 clusters Score -1375875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1375874.750000 Penalty: 4616.368652
	Iteration 66Q: 3 clusters Score -1375875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1375880.625000 Penalty: 4616.368652
	Iteration 67Q: 3 clusters Score -1375881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1375886.375000 Penalty: 4616.368652
	Iteration 68Q: 3 clusters Score -1375886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1375892.625000 Penalty: 4616.368652
	Iteration 69Q: 3 clusters Score -1375893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1375901.875000 Penalty: 4616.368652
	Iteration 70Q: 3 clusters Score -1375902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1375913.500000 Penalty: 4616.368652
	Iteration 71Q: 3 clusters Score -1375914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1375920.125000 Penalty: 4616.368652
	Iteration 72Q: 3 clusters Score -1375920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1375927.000000 Penalty: 4616.368652
	Iteration 73Q: 3 clusters Score -1375927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1375938.875000 Penalty: 4616.368652
	Iteration 74Q: 3 clusters Score -1375939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1375944.625000 Penalty: 4616.368652
	Iteration 75Q: 3 clusters Score -1375945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1375952.625000 Penalty: 4616.368652
	Iteration 76Q: 3 clusters Score -1375953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1375961.250000 Penalty: 4616.368652
	Iteration 77Q: 3 clusters Score -1375961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1375972.125000 Penalty: 4616.368652
	Iteration 78Q: 3 clusters Score -1375972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1375980.500000 Penalty: 4616.368652
	Iteration 79Q: 3 clusters Score -1375980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1375987.500000 Penalty: 4616.368652
	Iteration 80F: 3 clusters Score -1375988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1375995.625000 Penalty: 4616.368652
	Iteration 81Q: 3 clusters Score -1375996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1376010.000000 Penalty: 4616.368652
	Iteration 82Q: 3 clusters Score -1376010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1376018.000000 Penalty: 4616.368652
	Iteration 83Q: 3 clusters Score -1376018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1376021.500000 Penalty: 4616.368652
	Iteration 84Q: 3 clusters Score -1376022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1376026.375000 Penalty: 4616.368652
	Iteration 85Q: 3 clusters Score -1376026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1376027.750000 Penalty: 4616.368652
	Iteration 86Q: 3 clusters Score -1376028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1376028.500000 Penalty: 4616.368652
	Iteration 87Q: 3 clusters Score -1376028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1376029.875000 Penalty: 4616.368652
	Iteration 88Q: 3 clusters Score -1376030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1376029.125000 Penalty: 4616.368652
	Iteration 89Q: 3 clusters Score -1376029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1376031.750000 Penalty: 4616.368652
	Iteration 90Q: 3 clusters Score -1376032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1376032.000000 Penalty: 4616.368652
	Iteration 91Q: 3 clusters Score -1376032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1376033.250000 Penalty: 4616.368652
	Iteration 92Q: 3 clusters Score -1376033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1376033.250000 Penalty: 4616.368652
	Iteration 93F: 3 clusters Score -1376033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -102930.937500 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -102930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101176.929688 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -101176.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101953.937500 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -101953.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102551.539062 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -102551.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -103038.835938 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -103038.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -103316.132812 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -103316.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -103405.015625 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -103405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -103446.453125 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -103446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103498.000000 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -103498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103537.570312 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -103537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103568.875000 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -103568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -103630.109375 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -103630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103665.570312 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -103665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103678.921875 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -103678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103692.875000 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -103692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103723.203125 Penalty: 3406.515137
	Iteration 14F: 3 clusters Score -103723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103832.390625 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -103832.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -103871.218750 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -103871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103893.625000 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -103893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103903.375000 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -103903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103907.031250 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -103907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103907.031250 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -103907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1362 members 
Mstep: Class 29 contains 864 members 
Mstep: Class 30 contains 515 members 
Entering Unmasked Estep 
Score: -95375240.000000 Penalty: 99711.382812
Splitting cluster 20 changes total score from -95358304.000000 to -95375240.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -242543.421875 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -242543.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -240103.390625 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -240103.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -240914.437500 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -240914.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -241438.156250 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -241438.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -241796.296875 Penalty: 3718.614746
	Iteration 3F: 3 clusters Score -241796.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -242072.593750 Penalty: 3718.614746
	Iteration 4F: 3 clusters Score -242072.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -242228.203125 Penalty: 3718.614746
	Iteration 5F: 3 clusters Score -242228.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242299.343750 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -242299.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -242339.500000 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -242339.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242369.343750 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -242369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -242395.828125 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -242395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -242412.906250 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -242412.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -242424.734375 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -242424.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -242431.906250 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -242431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -242435.328125 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -242435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -242441.859375 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -242441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -242446.125000 Penalty: 3718.614746
	Iteration 15Q: 3 clusters Score -242446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -242447.765625 Penalty: 3718.614746
	Iteration 16Q: 3 clusters Score -242447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -242451.906250 Penalty: 3718.614746
	Iteration 17Q: 3 clusters Score -242451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -242471.000000 Penalty: 3718.614746
	Iteration 18Q: 3 clusters Score -242471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -242544.890625 Penalty: 3718.614746
	Iteration 19Q: 3 clusters Score -242544.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242622.250000 Penalty: 3718.614746
	Iteration 20F: 3 clusters Score -242622.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -242656.187500 Penalty: 3718.614746
	Iteration 21Q: 3 clusters Score -242656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -242673.187500 Penalty: 3718.614746
	Iteration 22Q: 3 clusters Score -242673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -242681.671875 Penalty: 3718.614746
	Iteration 23Q: 3 clusters Score -242681.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -242686.562500 Penalty: 3718.614746
	Iteration 24Q: 3 clusters Score -242686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -242688.125000 Penalty: 3718.614746
	Iteration 25Q: 3 clusters Score -242688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -242690.312500 Penalty: 3718.614746
	Iteration 26Q: 3 clusters Score -242690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -242691.656250 Penalty: 3718.614746
	Iteration 27Q: 3 clusters Score -242691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -242692.750000 Penalty: 3718.614746
	Iteration 28Q: 3 clusters Score -242692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -242693.453125 Penalty: 3718.614746
	Iteration 29Q: 3 clusters Score -242693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -242694.796875 Penalty: 3718.614746
	Iteration 30Q: 3 clusters Score -242694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -242694.796875 Penalty: 3718.614746
	Iteration 31F: 3 clusters Score -242694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 290628 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1362 members 
Mstep: Class 29 contains 864 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 1351 members 
Entering Unmasked Estep 
Score: -95373824.000000 Penalty: 103035.093750
Splitting cluster 21 changes total score from -95358304.000000 to -95373824.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -451033.437500 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -451033.4 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 1573 members 
Entering Unmasked Estep 
Score: -447731.625000 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -447731.6 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -448443.312500 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -448443.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -448682.062500 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -448682.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -448828.031250 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -448828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -448930.156250 Penalty: 3981.628174
	Iteration 4Q: 3 clusters Score -448930.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -449007.906250 Penalty: 3981.628174
	Iteration 5Q: 3 clusters Score -449007.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -449054.406250 Penalty: 3981.628174
	Iteration 6Q: 3 clusters Score -449054.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -449090.437500 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -449090.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -449132.656250 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -449132.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449177.000000 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -449177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -449209.968750 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -449210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -449232.156250 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -449232.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -449250.125000 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -449250.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -449267.437500 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -449267.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -449282.000000 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -449282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -449294.093750 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -449294.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -449301.562500 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -449301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -449311.000000 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -449311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -449320.687500 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -449320.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -449329.562500 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -449329.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -449336.562500 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -449336.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -449343.281250 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -449343.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -449351.437500 Penalty: 3981.628174
	Iteration 22Q: 3 clusters Score -449351.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -449357.812500 Penalty: 3981.628174
	Iteration 23Q: 3 clusters Score -449357.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -449361.687500 Penalty: 3981.628174
	Iteration 24Q: 3 clusters Score -449361.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -449366.125000 Penalty: 3981.628174
	Iteration 25Q: 3 clusters Score -449366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -449370.187500 Penalty: 3981.628174
	Iteration 26Q: 3 clusters Score -449370.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -449377.093750 Penalty: 3981.628174
	Iteration 27Q: 3 clusters Score -449377.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -449383.000000 Penalty: 3981.628174
	Iteration 28Q: 3 clusters Score -449383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -449388.656250 Penalty: 3981.628174
	Iteration 29Q: 3 clusters Score -449388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -449394.375000 Penalty: 3981.628174
	Iteration 30Q: 3 clusters Score -449394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -449397.500000 Penalty: 3981.628174
	Iteration 31Q: 3 clusters Score -449397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -449401.906250 Penalty: 3981.628174
	Iteration 32Q: 3 clusters Score -449401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -449404.156250 Penalty: 3981.628174
	Iteration 33Q: 3 clusters Score -449404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -449406.843750 Penalty: 3981.628174
	Iteration 34Q: 3 clusters Score -449406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -449410.812500 Penalty: 3981.628174
	Iteration 35Q: 3 clusters Score -449410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -449412.468750 Penalty: 3981.628174
	Iteration 36Q: 3 clusters Score -449412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -449413.531250 Penalty: 3981.628174
	Iteration 37Q: 3 clusters Score -449413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -449414.937500 Penalty: 3981.628174
	Iteration 38Q: 3 clusters Score -449414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -449417.406250 Penalty: 3981.628174
	Iteration 39Q: 3 clusters Score -449417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -449420.437500 Penalty: 3981.628174
	Iteration 40F: 3 clusters Score -449420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -449422.437500 Penalty: 3981.628174
	Iteration 41Q: 3 clusters Score -449422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -449427.156250 Penalty: 3981.628174
	Iteration 42Q: 3 clusters Score -449427.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -449436.187500 Penalty: 3981.628174
	Iteration 43Q: 3 clusters Score -449436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -449440.531250 Penalty: 3981.628174
	Iteration 44Q: 3 clusters Score -449440.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -449442.406250 Penalty: 3981.628174
	Iteration 45Q: 3 clusters Score -449442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -449446.437500 Penalty: 3981.628174
	Iteration 46Q: 3 clusters Score -449446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -449449.656250 Penalty: 3981.628174
	Iteration 47Q: 3 clusters Score -449449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -449451.812500 Penalty: 3981.628174
	Iteration 48Q: 3 clusters Score -449451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -449453.562500 Penalty: 3981.628174
	Iteration 49Q: 3 clusters Score -449453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -449454.812500 Penalty: 3981.628174
	Iteration 50Q: 3 clusters Score -449454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -449457.906250 Penalty: 3981.628174
	Iteration 51Q: 3 clusters Score -449457.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -449462.156250 Penalty: 3981.628174
	Iteration 52Q: 3 clusters Score -449462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -449469.406250 Penalty: 3981.628174
	Iteration 53Q: 3 clusters Score -449469.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -449480.562500 Penalty: 3981.628174
	Iteration 54Q: 3 clusters Score -449480.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -449485.812500 Penalty: 3981.628174
	Iteration 55Q: 3 clusters Score -449485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -449491.125000 Penalty: 3981.628174
	Iteration 56Q: 3 clusters Score -449491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -449495.250000 Penalty: 3981.628174
	Iteration 57Q: 3 clusters Score -449495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -449495.125000 Penalty: 3981.628174
	Iteration 58Q: 3 clusters Score -449495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -449496.093750 Penalty: 3981.628174
	Iteration 59Q: 3 clusters Score -449496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -449496.093750 Penalty: 3981.628174
	Iteration 60F: 3 clusters Score -449496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (290628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290628 members 
Entering Unmasked Estep 
Score: -43208280.000000 Penalty: 3119.790283
	Iteration 0F: 2 clusters Score -4.320828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145402 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -43111268.000000 Penalty: 6239.580566
	Iteration 0F: 3 clusters Score -4.311127e+07 nChanged 140992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -43197464.000000 Penalty: 6239.580566
	Iteration 1F: 3 clusters Score -4.319746e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 143709 members 
Entering Unmasked Estep 
Score: -43200716.000000 Penalty: 6239.580566
	Iteration 2Q: 3 clusters Score -4.320072e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -43204556.000000 Penalty: 6239.580566
	Iteration 3Q: 3 clusters Score -4.320456e+07 nChanged 13769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138104 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -43209308.000000 Penalty: 6239.580566
	Iteration 4Q: 3 clusters Score -4.320931e+07 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130529 members 
Mstep: Class 2 contains 160099 members 
Entering Unmasked Estep 
Score: -43215396.000000 Penalty: 6239.580566
	Iteration 5F: 3 clusters Score -4.32154e+07 nChanged 16973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121314 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -43222752.000000 Penalty: 6239.580566
	Iteration 6F: 3 clusters Score -4.322275e+07 nChanged 18263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 179205 members 
Entering Unmasked Estep 
Score: -43230800.000000 Penalty: 6239.580566
	Iteration 7F: 3 clusters Score -4.32308e+07 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 188061 members 
Entering Unmasked Estep 
Score: -43239596.000000 Penalty: 6239.580566
	Iteration 8F: 3 clusters Score -4.32396e+07 nChanged 17302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 193143 members 
Entering Unmasked Estep 
Score: -43245896.000000 Penalty: 6239.580566
	Iteration 9F: 3 clusters Score -4.32459e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Mstep: Class 2 contains 194158 members 
Entering Unmasked Estep 
Score: -43250056.000000 Penalty: 6239.580566
	Iteration 10Q: 3 clusters Score -4.325006e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 192657 members 
Entering Unmasked Estep 
Score: -43251408.000000 Penalty: 6239.580566
	Iteration 11Q: 3 clusters Score -4.325141e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -43251780.000000 Penalty: 6239.580566
	Iteration 12Q: 3 clusters Score -4.325178e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 186141 members 
Entering Unmasked Estep 
Score: -43252024.000000 Penalty: 6239.580566
	Iteration 13Q: 3 clusters Score -4.325202e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 181815 members 
Entering Unmasked Estep 
Score: -43252572.000000 Penalty: 6239.580566
	Iteration 14Q: 3 clusters Score -4.325257e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113683 members 
Mstep: Class 2 contains 176945 members 
Entering Unmasked Estep 
Score: -43253192.000000 Penalty: 6239.580566
	Iteration 15Q: 3 clusters Score -4.325319e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -43254520.000000 Penalty: 6239.580566
	Iteration 16Q: 3 clusters Score -4.325452e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 163601 members 
Entering Unmasked Estep 
Score: -43255432.000000 Penalty: 6239.580566
	Iteration 17Q: 3 clusters Score -4.325543e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -43256508.000000 Penalty: 6239.580566
	Iteration 18Q: 3 clusters Score -4.325651e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147170 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -43257512.000000 Penalty: 6239.580566
	Iteration 19Q: 3 clusters Score -4.325751e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -43257812.000000 Penalty: 6239.580566
	Iteration 20F: 3 clusters Score -4.325781e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -43257700.000000 Penalty: 6239.580566
	Iteration 21Q: 3 clusters Score -4.32577e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -43257600.000000 Penalty: 6239.580566
	Iteration 22Q: 3 clusters Score -4.32576e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185763 members 
Mstep: Class 2 contains 104865 members 
Entering Unmasked Estep 
Score: -43257204.000000 Penalty: 6239.580566
	Iteration 23Q: 3 clusters Score -4.32572e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191467 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -43256544.000000 Penalty: 6239.580566
	Iteration 24Q: 3 clusters Score -4.325654e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195660 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -43255760.000000 Penalty: 6239.580566
	Iteration 25Q: 3 clusters Score -4.325576e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198247 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -43254996.000000 Penalty: 6239.580566
	Iteration 26Q: 3 clusters Score -4.3255e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199363 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -43254440.000000 Penalty: 6239.580566
	Iteration 27Q: 3 clusters Score -4.325444e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199197 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -43253916.000000 Penalty: 6239.580566
	Iteration 28Q: 3 clusters Score -4.325392e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198054 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -43253684.000000 Penalty: 6239.580566
	Iteration 29Q: 3 clusters Score -4.325368e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196181 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -43254112.000000 Penalty: 6239.580566
	Iteration 30Q: 3 clusters Score -4.325411e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193685 members 
Mstep: Class 2 contains 96943 members 
Entering Unmasked Estep 
Score: -43253872.000000 Penalty: 6239.580566
	Iteration 31Q: 3 clusters Score -4.325387e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190684 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -43254076.000000 Penalty: 6239.580566
	Iteration 32Q: 3 clusters Score -4.325408e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187377 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -43254368.000000 Penalty: 6239.580566
	Iteration 33Q: 3 clusters Score -4.325437e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183826 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
Score: -43254940.000000 Penalty: 6239.580566
	Iteration 34Q: 3 clusters Score -4.325494e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180103 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -43255444.000000 Penalty: 6239.580566
	Iteration 35Q: 3 clusters Score -4.325544e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176317 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -43255820.000000 Penalty: 6239.580566
	Iteration 36Q: 3 clusters Score -4.325582e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171962 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -43256148.000000 Penalty: 6239.580566
	Iteration 37Q: 3 clusters Score -4.325615e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166881 members 
Mstep: Class 2 contains 123747 members 
Entering Unmasked Estep 
Score: -43256772.000000 Penalty: 6239.580566
	Iteration 38Q: 3 clusters Score -4.325677e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161068 members 
Mstep: Class 2 contains 129560 members 
Entering Unmasked Estep 
Score: -43257520.000000 Penalty: 6239.580566
	Iteration 39Q: 3 clusters Score -4.325752e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -43258300.000000 Penalty: 6239.580566
	Iteration 40F: 3 clusters Score -4.32583e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 142914 members 
Entering Unmasked Estep 
Score: -43258708.000000 Penalty: 6239.580566
	Iteration 41Q: 3 clusters Score -4.325871e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 150049 members 
Entering Unmasked Estep 
Score: -43259464.000000 Penalty: 6239.580566
	Iteration 42Q: 3 clusters Score -4.325946e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -43259420.000000 Penalty: 6239.580566
	Iteration 43Q: 3 clusters Score -4.325942e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127927 members 
Mstep: Class 2 contains 162701 members 
Entering Unmasked Estep 
Score: -43259756.000000 Penalty: 6239.580566
	Iteration 44Q: 3 clusters Score -4.325976e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -43259304.000000 Penalty: 6239.580566
	Iteration 45Q: 3 clusters Score -4.32593e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -43259572.000000 Penalty: 6239.580566
	Iteration 46Q: 3 clusters Score -4.325957e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 175527 members 
Entering Unmasked Estep 
Score: -43259492.000000 Penalty: 6239.580566
	Iteration 47Q: 3 clusters Score -4.325949e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112807 members 
Mstep: Class 2 contains 177821 members 
Entering Unmasked Estep 
Score: -43259344.000000 Penalty: 6239.580566
	Iteration 48Q: 3 clusters Score -4.325934e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111645 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -43258840.000000 Penalty: 6239.580566
	Iteration 49Q: 3 clusters Score -4.325884e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 179221 members 
Entering Unmasked Estep 
Score: -43258476.000000 Penalty: 6239.580566
	Iteration 50Q: 3 clusters Score -4.325848e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112134 members 
Mstep: Class 2 contains 178494 members 
Entering Unmasked Estep 
Score: -43257928.000000 Penalty: 6239.580566
	Iteration 51Q: 3 clusters Score -4.325793e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 176897 members 
Entering Unmasked Estep 
Score: -43257836.000000 Penalty: 6239.580566
	Iteration 52Q: 3 clusters Score -4.325784e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 174355 members 
Entering Unmasked Estep 
Score: -43257648.000000 Penalty: 6239.580566
	Iteration 53Q: 3 clusters Score -4.325765e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -43257504.000000 Penalty: 6239.580566
	Iteration 54Q: 3 clusters Score -4.32575e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123878 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -43257956.000000 Penalty: 6239.580566
	Iteration 55Q: 3 clusters Score -4.325796e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 161491 members 
Entering Unmasked Estep 
Score: -43258268.000000 Penalty: 6239.580566
	Iteration 56Q: 3 clusters Score -4.325827e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135298 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -43258568.000000 Penalty: 6239.580566
	Iteration 57Q: 3 clusters Score -4.325857e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142337 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -43259072.000000 Penalty: 6239.580566
	Iteration 58Q: 3 clusters Score -4.325907e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149735 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -43259776.000000 Penalty: 6239.580566
	Iteration 59Q: 3 clusters Score -4.325978e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 133709 members 
Entering Unmasked Estep 
Score: -43260448.000000 Penalty: 6239.580566
	Iteration 60F: 3 clusters Score -4.326045e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 127142 members 
Entering Unmasked Estep 
Score: -43260448.000000 Penalty: 6239.580566
	Iteration 61Q: 3 clusters Score -4.326045e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169050 members 
Mstep: Class 2 contains 121578 members 
Entering Unmasked Estep 
Score: -43260516.000000 Penalty: 6239.580566
	Iteration 62Q: 3 clusters Score -4.326052e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -43260772.000000 Penalty: 6239.580566
	Iteration 63Q: 3 clusters Score -4.326077e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176320 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -43260972.000000 Penalty: 6239.580566
	Iteration 64Q: 3 clusters Score -4.326097e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178015 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -43260572.000000 Penalty: 6239.580566
	Iteration 65Q: 3 clusters Score -4.326057e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178763 members 
Mstep: Class 2 contains 111865 members 
Entering Unmasked Estep 
Score: -43260476.000000 Penalty: 6239.580566
	Iteration 66Q: 3 clusters Score -4.326048e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 112109 members 
Entering Unmasked Estep 
Score: -43260228.000000 Penalty: 6239.580566
	Iteration 67Q: 3 clusters Score -4.326023e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -43260012.000000 Penalty: 6239.580566
	Iteration 68Q: 3 clusters Score -4.326001e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 115158 members 
Entering Unmasked Estep 
Score: -43259772.000000 Penalty: 6239.580566
	Iteration 69Q: 3 clusters Score -4.325977e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172715 members 
Mstep: Class 2 contains 117913 members 
Entering Unmasked Estep 
Score: -43259508.000000 Penalty: 6239.580566
	Iteration 70Q: 3 clusters Score -4.325951e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169147 members 
Mstep: Class 2 contains 121481 members 
Entering Unmasked Estep 
Score: -43259796.000000 Penalty: 6239.580566
	Iteration 71Q: 3 clusters Score -4.32598e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -43259992.000000 Penalty: 6239.580566
	Iteration 72Q: 3 clusters Score -4.325999e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -43260060.000000 Penalty: 6239.580566
	Iteration 73Q: 3 clusters Score -4.326006e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -43260364.000000 Penalty: 6239.580566
	Iteration 74Q: 3 clusters Score -4.326036e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -43260452.000000 Penalty: 6239.580566
	Iteration 75Q: 3 clusters Score -4.326045e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 147409 members 
Entering Unmasked Estep 
Score: -43260640.000000 Penalty: 6239.580566
	Iteration 76Q: 3 clusters Score -4.326064e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -43260476.000000 Penalty: 6239.580566
	Iteration 77Q: 3 clusters Score -4.326048e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133293 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -43260656.000000 Penalty: 6239.580566
	Iteration 78Q: 3 clusters Score -4.326066e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -43260852.000000 Penalty: 6239.580566
	Iteration 79Q: 3 clusters Score -4.326085e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 164760 members 
Entering Unmasked Estep 
Score: -43260960.000000 Penalty: 6239.580566
	Iteration 80F: 3 clusters Score -4.326096e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123391 members 
Mstep: Class 2 contains 167237 members 
Entering Unmasked Estep 
Score: -43260968.000000 Penalty: 6239.580566
	Iteration 81Q: 3 clusters Score -4.326097e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -43261112.000000 Penalty: 6239.580566
	Iteration 82Q: 3 clusters Score -4.326111e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 170138 members 
Entering Unmasked Estep 
Score: -43260880.000000 Penalty: 6239.580566
	Iteration 83Q: 3 clusters Score -4.326088e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120252 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -43260756.000000 Penalty: 6239.580566
	Iteration 84Q: 3 clusters Score -4.326076e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 169822 members 
Entering Unmasked Estep 
Score: -43260372.000000 Penalty: 6239.580566
	Iteration 85Q: 3 clusters Score -4.326037e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -43260236.000000 Penalty: 6239.580566
	Iteration 86Q: 3 clusters Score -4.326024e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124126 members 
Mstep: Class 2 contains 166502 members 
Entering Unmasked Estep 
Score: -43260400.000000 Penalty: 6239.580566
	Iteration 87Q: 3 clusters Score -4.32604e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -43260508.000000 Penalty: 6239.580566
	Iteration 88Q: 3 clusters Score -4.326051e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130411 members 
Mstep: Class 2 contains 160217 members 
Entering Unmasked Estep 
Score: -43260604.000000 Penalty: 6239.580566
	Iteration 89Q: 3 clusters Score -4.32606e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134602 members 
Mstep: Class 2 contains 156026 members 
Entering Unmasked Estep 
Score: -43260832.000000 Penalty: 6239.580566
	Iteration 90Q: 3 clusters Score -4.326083e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 151060 members 
Entering Unmasked Estep 
Score: -43261008.000000 Penalty: 6239.580566
	Iteration 91Q: 3 clusters Score -4.326101e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 145818 members 
Entering Unmasked Estep 
Score: -43261296.000000 Penalty: 6239.580566
	Iteration 92Q: 3 clusters Score -4.32613e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 140647 members 
Entering Unmasked Estep 
Score: -43261788.000000 Penalty: 6239.580566
	Iteration 93Q: 3 clusters Score -4.326179e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 135804 members 
Entering Unmasked Estep 
Score: -43261936.000000 Penalty: 6239.580566
	Iteration 94Q: 3 clusters Score -4.326194e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159058 members 
Mstep: Class 2 contains 131570 members 
Entering Unmasked Estep 
Score: -43262204.000000 Penalty: 6239.580566
	Iteration 95Q: 3 clusters Score -4.32622e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162468 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -43262272.000000 Penalty: 6239.580566
	Iteration 96Q: 3 clusters Score -4.326227e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -43262044.000000 Penalty: 6239.580566
	Iteration 97Q: 3 clusters Score -4.326204e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166576 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -43262364.000000 Penalty: 6239.580566
	Iteration 98Q: 3 clusters Score -4.326236e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 123324 members 
Entering Unmasked Estep 
Score: -43262528.000000 Penalty: 6239.580566
	Iteration 99Q: 3 clusters Score -4.326253e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -43262448.000000 Penalty: 6239.580566
	Iteration 100F: 3 clusters Score -4.326245e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -43262244.000000 Penalty: 6239.580566
	Iteration 101Q: 3 clusters Score -4.326224e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 125507 members 
Entering Unmasked Estep 
Score: -43262440.000000 Penalty: 6239.580566
	Iteration 102Q: 3 clusters Score -4.326244e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163166 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -43262388.000000 Penalty: 6239.580566
	Iteration 103Q: 3 clusters Score -4.326239e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -43262268.000000 Penalty: 6239.580566
	Iteration 104Q: 3 clusters Score -4.326227e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157817 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -43262168.000000 Penalty: 6239.580566
	Iteration 105Q: 3 clusters Score -4.326217e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 135957 members 
Entering Unmasked Estep 
Score: -43262132.000000 Penalty: 6239.580566
	Iteration 106Q: 3 clusters Score -4.326213e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151287 members 
Mstep: Class 2 contains 139341 members 
Entering Unmasked Estep 
Score: -43261956.000000 Penalty: 6239.580566
	Iteration 107Q: 3 clusters Score -4.326196e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 142853 members 
Entering Unmasked Estep 
Score: -43261932.000000 Penalty: 6239.580566
	Iteration 108Q: 3 clusters Score -4.326193e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 146255 members 
Entering Unmasked Estep 
Score: -43261940.000000 Penalty: 6239.580566
	Iteration 109Q: 3 clusters Score -4.326194e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141237 members 
Mstep: Class 2 contains 149391 members 
Entering Unmasked Estep 
Score: -43261856.000000 Penalty: 6239.580566
	Iteration 110Q: 3 clusters Score -4.326186e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -43261928.000000 Penalty: 6239.580566
	Iteration 111Q: 3 clusters Score -4.326193e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135767 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -43261888.000000 Penalty: 6239.580566
	Iteration 112Q: 3 clusters Score -4.326189e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -43261824.000000 Penalty: 6239.580566
	Iteration 113Q: 3 clusters Score -4.326182e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132177 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -43261824.000000 Penalty: 6239.580566
	Iteration 114Q: 3 clusters Score -4.326182e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -43261756.000000 Penalty: 6239.580566
	Iteration 115Q: 3 clusters Score -4.326176e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 160319 members 
Entering Unmasked Estep 
Score: -43261660.000000 Penalty: 6239.580566
	Iteration 116Q: 3 clusters Score -4.326166e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130102 members 
Mstep: Class 2 contains 160526 members 
Entering Unmasked Estep 
Score: -43261528.000000 Penalty: 6239.580566
	Iteration 117Q: 3 clusters Score -4.326153e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -43261468.000000 Penalty: 6239.580566
	Iteration 118Q: 3 clusters Score -4.326147e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131340 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -43261460.000000 Penalty: 6239.580566
	Iteration 119Q: 3 clusters Score -4.326146e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132677 members 
Mstep: Class 2 contains 157951 members 
Entering Unmasked Estep 
Score: -43261468.000000 Penalty: 6239.580566
	Iteration 120F: 3 clusters Score -4.326147e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134502 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -43261652.000000 Penalty: 6239.580566
	Iteration 121Q: 3 clusters Score -4.326165e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -43261584.000000 Penalty: 6239.580566
	Iteration 122Q: 3 clusters Score -4.326158e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139280 members 
Mstep: Class 2 contains 151348 members 
Entering Unmasked Estep 
Score: -43261624.000000 Penalty: 6239.580566
	Iteration 123Q: 3 clusters Score -4.326162e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 148606 members 
Entering Unmasked Estep 
Score: -43261800.000000 Penalty: 6239.580566
	Iteration 124Q: 3 clusters Score -4.32618e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 145673 members 
Entering Unmasked Estep 
Score: -43262036.000000 Penalty: 6239.580566
	Iteration 125Q: 3 clusters Score -4.326204e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -43262304.000000 Penalty: 6239.580566
	Iteration 126Q: 3 clusters Score -4.32623e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 140184 members 
Entering Unmasked Estep 
Score: -43262176.000000 Penalty: 6239.580566
	Iteration 127Q: 3 clusters Score -4.326218e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152890 members 
Mstep: Class 2 contains 137738 members 
Entering Unmasked Estep 
Score: -43262312.000000 Penalty: 6239.580566
	Iteration 128Q: 3 clusters Score -4.326231e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -43262524.000000 Penalty: 6239.580566
	Iteration 129Q: 3 clusters Score -4.326252e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 134008 members 
Entering Unmasked Estep 
Score: -43262608.000000 Penalty: 6239.580566
	Iteration 130Q: 3 clusters Score -4.326261e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -43262768.000000 Penalty: 6239.580566
	Iteration 131Q: 3 clusters Score -4.326277e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158502 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -43262640.000000 Penalty: 6239.580566
	Iteration 132Q: 3 clusters Score -4.326264e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 131945 members 
Entering Unmasked Estep 
Score: -43262928.000000 Penalty: 6239.580566
	Iteration 133Q: 3 clusters Score -4.326293e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 132242 members 
Entering Unmasked Estep 
Score: -43262792.000000 Penalty: 6239.580566
	Iteration 134Q: 3 clusters Score -4.326279e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 132928 members 
Entering Unmasked Estep 
Score: -43262808.000000 Penalty: 6239.580566
	Iteration 135Q: 3 clusters Score -4.326281e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 134028 members 
Entering Unmasked Estep 
Score: -43262568.000000 Penalty: 6239.580566
	Iteration 136Q: 3 clusters Score -4.326257e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -43262600.000000 Penalty: 6239.580566
	Iteration 137Q: 3 clusters Score -4.32626e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -43262484.000000 Penalty: 6239.580566
	Iteration 138Q: 3 clusters Score -4.326248e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 138887 members 
Entering Unmasked Estep 
Score: -43262448.000000 Penalty: 6239.580566
	Iteration 139Q: 3 clusters Score -4.326245e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -43262312.000000 Penalty: 6239.580566
	Iteration 140F: 3 clusters Score -4.326231e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147611 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -43262288.000000 Penalty: 6239.580566
	Iteration 141Q: 3 clusters Score -4.326229e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 145158 members 
Entering Unmasked Estep 
Score: -43262236.000000 Penalty: 6239.580566
	Iteration 142Q: 3 clusters Score -4.326224e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -43262240.000000 Penalty: 6239.580566
	Iteration 143Q: 3 clusters Score -4.326224e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -43262148.000000 Penalty: 6239.580566
	Iteration 144Q: 3 clusters Score -4.326215e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140077 members 
Mstep: Class 2 contains 150551 members 
Entering Unmasked Estep 
Score: -43262096.000000 Penalty: 6239.580566
	Iteration 145Q: 3 clusters Score -4.32621e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 151867 members 
Entering Unmasked Estep 
Score: -43262012.000000 Penalty: 6239.580566
	Iteration 146Q: 3 clusters Score -4.326201e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137643 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -43261972.000000 Penalty: 6239.580566
	Iteration 147Q: 3 clusters Score -4.326197e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136832 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -43261940.000000 Penalty: 6239.580566
	Iteration 148Q: 3 clusters Score -4.326194e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -43261924.000000 Penalty: 6239.580566
	Iteration 149Q: 3 clusters Score -4.326192e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -43261896.000000 Penalty: 6239.580566
	Iteration 150Q: 3 clusters Score -4.32619e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -43261820.000000 Penalty: 6239.580566
	Iteration 151Q: 3 clusters Score -4.326182e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136628 members 
Mstep: Class 2 contains 154000 members 
Entering Unmasked Estep 
Score: -43261904.000000 Penalty: 6239.580566
	Iteration 152Q: 3 clusters Score -4.32619e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -43261896.000000 Penalty: 6239.580566
	Iteration 153Q: 3 clusters Score -4.32619e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138425 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -43261996.000000 Penalty: 6239.580566
	Iteration 154Q: 3 clusters Score -4.3262e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139629 members 
Mstep: Class 2 contains 150999 members 
Entering Unmasked Estep 
Score: -43262092.000000 Penalty: 6239.580566
	Iteration 155Q: 3 clusters Score -4.326209e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141020 members 
Mstep: Class 2 contains 149608 members 
Entering Unmasked Estep 
Score: -43262048.000000 Penalty: 6239.580566
	Iteration 156Q: 3 clusters Score -4.326205e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 148121 members 
Entering Unmasked Estep 
Score: -43262028.000000 Penalty: 6239.580566
	Iteration 157Q: 3 clusters Score -4.326203e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -43262172.000000 Penalty: 6239.580566
	Iteration 158Q: 3 clusters Score -4.326217e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145655 members 
Mstep: Class 2 contains 144973 members 
Entering Unmasked Estep 
Score: -43262156.000000 Penalty: 6239.580566
	Iteration 159Q: 3 clusters Score -4.326216e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -43262140.000000 Penalty: 6239.580566
	Iteration 160F: 3 clusters Score -4.326214e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -43262360.000000 Penalty: 6239.580566
	Iteration 161Q: 3 clusters Score -4.326236e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 140593 members 
Entering Unmasked Estep 
Score: -43262688.000000 Penalty: 6239.580566
	Iteration 162Q: 3 clusters Score -4.326269e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -43262820.000000 Penalty: 6239.580566
	Iteration 163Q: 3 clusters Score -4.326282e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151932 members 
Mstep: Class 2 contains 138696 members 
Entering Unmasked Estep 
Score: -43262756.000000 Penalty: 6239.580566
	Iteration 164Q: 3 clusters Score -4.326276e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 138089 members 
Entering Unmasked Estep 
Score: -43262780.000000 Penalty: 6239.580566
	Iteration 165Q: 3 clusters Score -4.326278e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -43262776.000000 Penalty: 6239.580566
	Iteration 166Q: 3 clusters Score -4.326278e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152965 members 
Mstep: Class 2 contains 137663 members 
Entering Unmasked Estep 
Score: -43262660.000000 Penalty: 6239.580566
	Iteration 167Q: 3 clusters Score -4.326266e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152771 members 
Mstep: Class 2 contains 137857 members 
Entering Unmasked Estep 
Score: -43262820.000000 Penalty: 6239.580566
	Iteration 168Q: 3 clusters Score -4.326282e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152353 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -43262792.000000 Penalty: 6239.580566
	Iteration 169Q: 3 clusters Score -4.326279e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151729 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -43262852.000000 Penalty: 6239.580566
	Iteration 170Q: 3 clusters Score -4.326285e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150865 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -43262652.000000 Penalty: 6239.580566
	Iteration 171Q: 3 clusters Score -4.326265e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149905 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -43262732.000000 Penalty: 6239.580566
	Iteration 172Q: 3 clusters Score -4.326273e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -43262640.000000 Penalty: 6239.580566
	Iteration 173Q: 3 clusters Score -4.326264e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147881 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -43262624.000000 Penalty: 6239.580566
	Iteration 174Q: 3 clusters Score -4.326262e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146876 members 
Mstep: Class 2 contains 143752 members 
Entering Unmasked Estep 
Score: -43262520.000000 Penalty: 6239.580566
	Iteration 175Q: 3 clusters Score -4.326252e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145908 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -43262328.000000 Penalty: 6239.580566
	Iteration 176Q: 3 clusters Score -4.326233e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144923 members 
Mstep: Class 2 contains 145705 members 
Entering Unmasked Estep 
Score: -43262376.000000 Penalty: 6239.580566
	Iteration 177Q: 3 clusters Score -4.326238e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Mstep: Class 2 contains 146672 members 
Entering Unmasked Estep 
Score: -43262308.000000 Penalty: 6239.580566
	Iteration 178Q: 3 clusters Score -4.326231e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -43262180.000000 Penalty: 6239.580566
	Iteration 179Q: 3 clusters Score -4.326218e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142236 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -43262212.000000 Penalty: 6239.580566
	Iteration 180F: 3 clusters Score -4.326221e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141564 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -43262144.000000 Penalty: 6239.580566
	Iteration 181Q: 3 clusters Score -4.326214e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -43262208.000000 Penalty: 6239.580566
	Iteration 182Q: 3 clusters Score -4.326221e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140575 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -43262200.000000 Penalty: 6239.580566
	Iteration 183Q: 3 clusters Score -4.32622e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -43262312.000000 Penalty: 6239.580566
	Iteration 184Q: 3 clusters Score -4.326231e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140208 members 
Mstep: Class 2 contains 150420 members 
Entering Unmasked Estep 
Score: -43262256.000000 Penalty: 6239.580566
	Iteration 185Q: 3 clusters Score -4.326226e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 150326 members 
Entering Unmasked Estep 
Score: -43262232.000000 Penalty: 6239.580566
	Iteration 186Q: 3 clusters Score -4.326223e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 150079 members 
Entering Unmasked Estep 
Score: -43262144.000000 Penalty: 6239.580566
	Iteration 187Q: 3 clusters Score -4.326214e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -43262284.000000 Penalty: 6239.580566
	Iteration 188Q: 3 clusters Score -4.326228e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141463 members 
Mstep: Class 2 contains 149165 members 
Entering Unmasked Estep 
Score: -43262384.000000 Penalty: 6239.580566
	Iteration 189Q: 3 clusters Score -4.326238e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142093 members 
Mstep: Class 2 contains 148535 members 
Entering Unmasked Estep 
Score: -43262320.000000 Penalty: 6239.580566
	Iteration 190Q: 3 clusters Score -4.326232e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 147855 members 
Entering Unmasked Estep 
Score: -43262276.000000 Penalty: 6239.580566
	Iteration 191Q: 3 clusters Score -4.326228e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143488 members 
Mstep: Class 2 contains 147140 members 
Entering Unmasked Estep 
Score: -43262316.000000 Penalty: 6239.580566
	Iteration 192Q: 3 clusters Score -4.326232e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 146428 members 
Entering Unmasked Estep 
Score: -43262428.000000 Penalty: 6239.580566
	Iteration 193Q: 3 clusters Score -4.326243e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144918 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -43262484.000000 Penalty: 6239.580566
	Iteration 194Q: 3 clusters Score -4.326248e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 145027 members 
Entering Unmasked Estep 
Score: -43262436.000000 Penalty: 6239.580566
	Iteration 195Q: 3 clusters Score -4.326244e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146247 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -43262464.000000 Penalty: 6239.580566
	Iteration 196Q: 3 clusters Score -4.326246e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146806 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -43262428.000000 Penalty: 6239.580566
	Iteration 197Q: 3 clusters Score -4.326243e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147295 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -43262512.000000 Penalty: 6239.580566
	Iteration 198Q: 3 clusters Score -4.326251e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147682 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -43262524.000000 Penalty: 6239.580566
	Iteration 199Q: 3 clusters Score -4.326252e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 142627 members 
Entering Unmasked Estep 
Score: -43262648.000000 Penalty: 6239.580566
	Iteration 200F: 3 clusters Score -4.326265e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148206 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -43262652.000000 Penalty: 6239.580566
	Iteration 201Q: 3 clusters Score -4.326265e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148312 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -43262664.000000 Penalty: 6239.580566
	Iteration 202Q: 3 clusters Score -4.326266e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148336 members 
Mstep: Class 2 contains 142292 members 
Entering Unmasked Estep 
Score: -43262564.000000 Penalty: 6239.580566
	Iteration 203Q: 3 clusters Score -4.326256e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148303 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -43262504.000000 Penalty: 6239.580566
	Iteration 204Q: 3 clusters Score -4.32625e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 142421 members 
Entering Unmasked Estep 
Score: -43262468.000000 Penalty: 6239.580566
	Iteration 205Q: 3 clusters Score -4.326247e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148041 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -43262432.000000 Penalty: 6239.580566
	Iteration 206Q: 3 clusters Score -4.326243e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147838 members 
Mstep: Class 2 contains 142790 members 
Entering Unmasked Estep 
Score: -43262388.000000 Penalty: 6239.580566
	Iteration 207Q: 3 clusters Score -4.326239e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147598 members 
Mstep: Class 2 contains 143030 members 
Entering Unmasked Estep 
Score: -43262388.000000 Penalty: 6239.580566
	Iteration 208Q: 3 clusters Score -4.326239e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147329 members 
Mstep: Class 2 contains 143299 members 
Entering Unmasked Estep 
Score: -43262484.000000 Penalty: 6239.580566
	Iteration 209Q: 3 clusters Score -4.326248e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 143582 members 
Entering Unmasked Estep 
Score: -43262492.000000 Penalty: 6239.580566
	Iteration 210Q: 3 clusters Score -4.326249e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -43262500.000000 Penalty: 6239.580566
	Iteration 211Q: 3 clusters Score -4.32625e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146407 members 
Mstep: Class 2 contains 144221 members 
Entering Unmasked Estep 
Score: -43262504.000000 Penalty: 6239.580566
	Iteration 212Q: 3 clusters Score -4.32625e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 144527 members 
Entering Unmasked Estep 
Score: -43262484.000000 Penalty: 6239.580566
	Iteration 213Q: 3 clusters Score -4.326248e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 144832 members 
Entering Unmasked Estep 
Score: -43262404.000000 Penalty: 6239.580566
	Iteration 214Q: 3 clusters Score -4.32624e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 145120 members 
Entering Unmasked Estep 
Score: -43262420.000000 Penalty: 6239.580566
	Iteration 215Q: 3 clusters Score -4.326242e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -43262436.000000 Penalty: 6239.580566
	Iteration 216Q: 3 clusters Score -4.326244e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145004 members 
Mstep: Class 2 contains 145624 members 
Entering Unmasked Estep 
Score: -43262440.000000 Penalty: 6239.580566
	Iteration 217Q: 3 clusters Score -4.326244e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 145865 members 
Entering Unmasked Estep 
Score: -43262400.000000 Penalty: 6239.580566
	Iteration 218Q: 3 clusters Score -4.32624e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 146059 members 
Entering Unmasked Estep 
Score: -43262364.000000 Penalty: 6239.580566
	Iteration 219Q: 3 clusters Score -4.326236e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 146210 members 
Entering Unmasked Estep 
Score: -43262368.000000 Penalty: 6239.580566
	Iteration 220F: 3 clusters Score -4.326237e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144278 members 
Mstep: Class 2 contains 146350 members 
Entering Unmasked Estep 
Score: -43262416.000000 Penalty: 6239.580566
	Iteration 221Q: 3 clusters Score -4.326242e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144175 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -43262460.000000 Penalty: 6239.580566
	Iteration 222Q: 3 clusters Score -4.326246e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144101 members 
Mstep: Class 2 contains 146527 members 
Entering Unmasked Estep 
Score: -43262408.000000 Penalty: 6239.580566
	Iteration 223Q: 3 clusters Score -4.326241e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144056 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -43262376.000000 Penalty: 6239.580566
	Iteration 224Q: 3 clusters Score -4.326238e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 146587 members 
Entering Unmasked Estep 
Score: -43262272.000000 Penalty: 6239.580566
	Iteration 225Q: 3 clusters Score -4.326227e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 146584 members 
Entering Unmasked Estep 
Score: -43262292.000000 Penalty: 6239.580566
	Iteration 226Q: 3 clusters Score -4.326229e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -43262348.000000 Penalty: 6239.580566
	Iteration 227Q: 3 clusters Score -4.326235e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144142 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -43262384.000000 Penalty: 6239.580566
	Iteration 228Q: 3 clusters Score -4.326238e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144216 members 
Mstep: Class 2 contains 146412 members 
Entering Unmasked Estep 
Score: -43262380.000000 Penalty: 6239.580566
	Iteration 229Q: 3 clusters Score -4.326238e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144295 members 
Mstep: Class 2 contains 146333 members 
Entering Unmasked Estep 
Score: -43262420.000000 Penalty: 6239.580566
	Iteration 230Q: 3 clusters Score -4.326242e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 146261 members 
Entering Unmasked Estep 
Score: -43262388.000000 Penalty: 6239.580566
	Iteration 231Q: 3 clusters Score -4.326239e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144437 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -43262428.000000 Penalty: 6239.580566
	Iteration 232Q: 3 clusters Score -4.326243e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144505 members 
Mstep: Class 2 contains 146123 members 
Entering Unmasked Estep 
Score: -43262428.000000 Penalty: 6239.580566
	Iteration 233Q: 3 clusters Score -4.326243e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 146059 members 
Entering Unmasked Estep 
Score: -43262416.000000 Penalty: 6239.580566
	Iteration 234Q: 3 clusters Score -4.326242e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144645 members 
Mstep: Class 2 contains 145983 members 
Entering Unmasked Estep 
Score: -43262436.000000 Penalty: 6239.580566
	Iteration 235Q: 3 clusters Score -4.326244e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -43262412.000000 Penalty: 6239.580566
	Iteration 236Q: 3 clusters Score -4.326241e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144831 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -43262408.000000 Penalty: 6239.580566
	Iteration 237Q: 3 clusters Score -4.326241e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -43262408.000000 Penalty: 6239.580566
	Iteration 238Q: 3 clusters Score -4.326241e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144995 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -43262444.000000 Penalty: 6239.580566
	Iteration 239Q: 3 clusters Score -4.326244e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 145559 members 
Entering Unmasked Estep 
Score: -43262436.000000 Penalty: 6239.580566
	Iteration 240F: 3 clusters Score -4.326244e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145135 members 
Mstep: Class 2 contains 145493 members 
Entering Unmasked Estep 
Score: -43262452.000000 Penalty: 6239.580566
	Iteration 241Q: 3 clusters Score -4.326245e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145206 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -43262488.000000 Penalty: 6239.580566
	Iteration 242Q: 3 clusters Score -4.326249e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -43262508.000000 Penalty: 6239.580566
	Iteration 243Q: 3 clusters Score -4.326251e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145321 members 
Mstep: Class 2 contains 145307 members 
Entering Unmasked Estep 
Score: -43262512.000000 Penalty: 6239.580566
	Iteration 244Q: 3 clusters Score -4.326251e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145368 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -43262508.000000 Penalty: 6239.580566
	Iteration 245Q: 3 clusters Score -4.326251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -43262496.000000 Penalty: 6239.580566
	Iteration 246Q: 3 clusters Score -4.32625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145434 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -43262528.000000 Penalty: 6239.580566
	Iteration 247Q: 3 clusters Score -4.326253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145459 members 
Mstep: Class 2 contains 145169 members 
Entering Unmasked Estep 
Score: -43262524.000000 Penalty: 6239.580566
	Iteration 248Q: 3 clusters Score -4.326252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145474 members 
Mstep: Class 2 contains 145154 members 
Entering Unmasked Estep 
Score: -43262520.000000 Penalty: 6239.580566
	Iteration 249Q: 3 clusters Score -4.326252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 145136 members 
Entering Unmasked Estep 
Score: -43262516.000000 Penalty: 6239.580566
	Iteration 250Q: 3 clusters Score -4.326252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145514 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -43262568.000000 Penalty: 6239.580566
	Iteration 251Q: 3 clusters Score -4.326257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 145104 members 
Entering Unmasked Estep 
Score: -43262560.000000 Penalty: 6239.580566
	Iteration 252Q: 3 clusters Score -4.326256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145540 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -43262556.000000 Penalty: 6239.580566
	Iteration 253Q: 3 clusters Score -4.326256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145555 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -43262552.000000 Penalty: 6239.580566
	Iteration 254Q: 3 clusters Score -4.326255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145575 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -43262548.000000 Penalty: 6239.580566
	Iteration 255Q: 3 clusters Score -4.326255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145595 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -43262580.000000 Penalty: 6239.580566
	Iteration 256Q: 3 clusters Score -4.326258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145609 members 
Mstep: Class 2 contains 145019 members 
Entering Unmasked Estep 
Score: -43262568.000000 Penalty: 6239.580566
	Iteration 257Q: 3 clusters Score -4.326257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145619 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -43262584.000000 Penalty: 6239.580566
	Iteration 258Q: 3 clusters Score -4.326258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145624 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -43262572.000000 Penalty: 6239.580566
	Iteration 259Q: 3 clusters Score -4.326257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145629 members 
Mstep: Class 2 contains 144999 members 
Entering Unmasked Estep 
Score: -43262556.000000 Penalty: 6239.580566
	Iteration 260F: 3 clusters Score -4.326256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145631 members 
Mstep: Class 2 contains 144997 members 
Entering Unmasked Estep 
Score: -43262556.000000 Penalty: 6239.580566
	Iteration 261Q: 3 clusters Score -4.326256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 144984 members 
Entering Unmasked Estep 
Score: -43262548.000000 Penalty: 6239.580566
	Iteration 262Q: 3 clusters Score -4.326255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145653 members 
Mstep: Class 2 contains 144975 members 
Entering Unmasked Estep 
Score: -43262560.000000 Penalty: 6239.580566
	Iteration 263Q: 3 clusters Score -4.326256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 144967 members 
Entering Unmasked Estep 
Score: -43262540.000000 Penalty: 6239.580566
	Iteration 264Q: 3 clusters Score -4.326254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145673 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -43262576.000000 Penalty: 6239.580566
	Iteration 265Q: 3 clusters Score -4.326258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -43262620.000000 Penalty: 6239.580566
	Iteration 266Q: 3 clusters Score -4.326262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145685 members 
Mstep: Class 2 contains 144943 members 
Entering Unmasked Estep 
Score: -43262592.000000 Penalty: 6239.580566
	Iteration 267Q: 3 clusters Score -4.326259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145683 members 
Mstep: Class 2 contains 144945 members 
Entering Unmasked Estep 
Score: -43262572.000000 Penalty: 6239.580566
	Iteration 268Q: 3 clusters Score -4.326257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -43262544.000000 Penalty: 6239.580566
	Iteration 269Q: 3 clusters Score -4.326254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -43262548.000000 Penalty: 6239.580566
	Iteration 270Q: 3 clusters Score -4.326255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145672 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -43262568.000000 Penalty: 6239.580566
	Iteration 271Q: 3 clusters Score -4.326257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145672 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -43262556.000000 Penalty: 6239.580566
	Iteration 272Q: 3 clusters Score -4.326256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145672 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -43262544.000000 Penalty: 6239.580566
	Iteration 273Q: 3 clusters Score -4.326254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145672 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -43262580.000000 Penalty: 6239.580566
	Iteration 274Q: 3 clusters Score -4.326258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145671 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -43262560.000000 Penalty: 6239.580566
	Iteration 275Q: 3 clusters Score -4.326256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145675 members 
Mstep: Class 2 contains 144953 members 
Entering Unmasked Estep 
Score: -43262552.000000 Penalty: 6239.580566
	Iteration 276Q: 3 clusters Score -4.326255e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145685 members 
Mstep: Class 2 contains 144943 members 
Entering Unmasked Estep 
Score: -43262560.000000 Penalty: 6239.580566
	Iteration 277Q: 3 clusters Score -4.326256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 144932 members 
Entering Unmasked Estep 
Score: -43262588.000000 Penalty: 6239.580566
	Iteration 278Q: 3 clusters Score -4.326259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 144919 members 
Entering Unmasked Estep 
Score: -43262584.000000 Penalty: 6239.580566
	Iteration 279Q: 3 clusters Score -4.326258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -43262580.000000 Penalty: 6239.580566
	Iteration 280F: 3 clusters Score -4.326258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 144901 members 
Entering Unmasked Estep 
Score: -43262560.000000 Penalty: 6239.580566
	Iteration 281Q: 3 clusters Score -4.326256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -43262576.000000 Penalty: 6239.580566
	Iteration 282Q: 3 clusters Score -4.326258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -43262596.000000 Penalty: 6239.580566
	Iteration 283Q: 3 clusters Score -4.32626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -43262588.000000 Penalty: 6239.580566
	Iteration 284Q: 3 clusters Score -4.326259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -43262588.000000 Penalty: 6239.580566
	Iteration 285Q: 3 clusters Score -4.326259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -43262592.000000 Penalty: 6239.580566
	Iteration 286Q: 3 clusters Score -4.326259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -43262592.000000 Penalty: 6239.580566
	Iteration 287Q: 3 clusters Score -4.326259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -43262572.000000 Penalty: 6239.580566
	Iteration 288Q: 3 clusters Score -4.326257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -43262572.000000 Penalty: 6239.580566
	Iteration 289Q: 3 clusters Score -4.326257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -43262576.000000 Penalty: 6239.580566
	Iteration 290Q: 3 clusters Score -4.326258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -43262568.000000 Penalty: 6239.580566
	Iteration 291Q: 3 clusters Score -4.326257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -43262588.000000 Penalty: 6239.580566
	Iteration 292Q: 3 clusters Score -4.326259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -43262580.000000 Penalty: 6239.580566
	Iteration 293Q: 3 clusters Score -4.326258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -43262580.000000 Penalty: 6239.580566
	Iteration 294F: 3 clusters Score -4.326258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 145707 members 
Mstep: Class 24 contains 48829 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1362 members 
Mstep: Class 29 contains 864 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 1351 members 
Mstep: Class 32 contains 144921 members 
Entering Unmasked Estep 
Score: -95426584.000000 Penalty: 106358.804688
Splitting cluster 23 changes total score from -95358304.000000 to -95426584.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (48829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Entering Unmasked Estep 
Score: -6671892.500000 Penalty: 2677.427734
	Iteration 0F: 2 clusters Score -6671892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -6638967.500000 Penalty: 5354.855469
	Iteration 0F: 3 clusters Score -6638968 nChanged 22670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -6652070.000000 Penalty: 5354.855469
	Iteration 1F: 3 clusters Score -6652070 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -6653937.000000 Penalty: 5354.855469
	Iteration 2F: 3 clusters Score -6653937 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -6656633.000000 Penalty: 5354.855469
	Iteration 3F: 3 clusters Score -6656633 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6659919.000000 Penalty: 5354.855469
	Iteration 4F: 3 clusters Score -6659919 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -6663085.500000 Penalty: 5354.855469
	Iteration 5F: 3 clusters Score -6663086 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -6665927.500000 Penalty: 5354.855469
	Iteration 6F: 3 clusters Score -6665928 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -6668157.000000 Penalty: 5354.855469
	Iteration 7F: 3 clusters Score -6668157 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -6669490.500000 Penalty: 5354.855469
	Iteration 8Q: 3 clusters Score -6669490 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -6670158.500000 Penalty: 5354.855469
	Iteration 9Q: 3 clusters Score -6670158 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -6670517.000000 Penalty: 5354.855469
	Iteration 10Q: 3 clusters Score -6670517 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -6670729.000000 Penalty: 5354.855469
	Iteration 11Q: 3 clusters Score -6670729 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -6670858.000000 Penalty: 5354.855469
	Iteration 12Q: 3 clusters Score -6670858 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -6670918.500000 Penalty: 5354.855469
	Iteration 13Q: 3 clusters Score -6670918 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6671002.500000 Penalty: 5354.855469
	Iteration 14Q: 3 clusters Score -6671002 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -6671055.000000 Penalty: 5354.855469
	Iteration 15Q: 3 clusters Score -6671055 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -6671082.000000 Penalty: 5354.855469
	Iteration 16Q: 3 clusters Score -6671082 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -6671107.000000 Penalty: 5354.855469
	Iteration 17Q: 3 clusters Score -6671107 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -6671157.500000 Penalty: 5354.855469
	Iteration 18Q: 3 clusters Score -6671158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -6671193.000000 Penalty: 5354.855469
	Iteration 19Q: 3 clusters Score -6671193 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6671206.000000 Penalty: 5354.855469
	Iteration 20F: 3 clusters Score -6671206 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6671229.500000 Penalty: 5354.855469
	Iteration 21Q: 3 clusters Score -6671230 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -6671242.500000 Penalty: 5354.855469
	Iteration 22Q: 3 clusters Score -6671242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -6671265.500000 Penalty: 5354.855469
	Iteration 23Q: 3 clusters Score -6671266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -6671289.000000 Penalty: 5354.855469
	Iteration 24Q: 3 clusters Score -6671289 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -6671300.000000 Penalty: 5354.855469
	Iteration 25Q: 3 clusters Score -6671300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -6671302.500000 Penalty: 5354.855469
	Iteration 26Q: 3 clusters Score -6671302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -6671310.500000 Penalty: 5354.855469
	Iteration 27Q: 3 clusters Score -6671310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6671315.500000 Penalty: 5354.855469
	Iteration 28Q: 3 clusters Score -6671316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -6671326.500000 Penalty: 5354.855469
	Iteration 29Q: 3 clusters Score -6671326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -6671323.500000 Penalty: 5354.855469
	Iteration 30Q: 3 clusters Score -6671324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -6671335.500000 Penalty: 5354.855469
	Iteration 31Q: 3 clusters Score -6671336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -6671339.000000 Penalty: 5354.855469
	Iteration 32Q: 3 clusters Score -6671339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -6671342.000000 Penalty: 5354.855469
	Iteration 33Q: 3 clusters Score -6671342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -6671341.000000 Penalty: 5354.855469
	Iteration 34Q: 3 clusters Score -6671341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6671332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6671334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6671379 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6671386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6671396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -6671406.500000 Penalty: 5354.855469
	Iteration 40F: 3 clusters Score -6671406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -6671440.500000 Penalty: 5354.855469
	Iteration 41Q: 3 clusters Score -6671440 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6671468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6671471 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6671500 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -6671516.500000 Penalty: 5354.855469
	Iteration 45Q: 3 clusters Score -6671516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6671527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6671532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6671536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6671551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6671564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6671564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6671564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -6671575.500000 Penalty: 5354.855469
	Iteration 53Q: 3 clusters Score -6671576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -6671593.500000 Penalty: 5354.855469
	Iteration 54Q: 3 clusters Score -6671594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -6671591.000000 Penalty: 5354.855469
	Iteration 55Q: 3 clusters Score -6671591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -6671617.000000 Penalty: 5354.855469
	Iteration 56Q: 3 clusters Score -6671617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -6671626.000000 Penalty: 5354.855469
	Iteration 57Q: 3 clusters Score -6671626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6671638.000000 Penalty: 5354.855469
	Iteration 58Q: 3 clusters Score -6671638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -6671653.000000 Penalty: 5354.855469
	Iteration 59Q: 3 clusters Score -6671653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -6671643.500000 Penalty: 5354.855469
	Iteration 60F: 3 clusters Score -6671644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -6671642.500000 Penalty: 5354.855469
	Iteration 61Q: 3 clusters Score -6671642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -6671653.000000 Penalty: 5354.855469
	Iteration 62Q: 3 clusters Score -6671653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -6671657.500000 Penalty: 5354.855469
	Iteration 63Q: 3 clusters Score -6671658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -6671660.500000 Penalty: 5354.855469
	Iteration 64Q: 3 clusters Score -6671660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -6671658.000000 Penalty: 5354.855469
	Iteration 65Q: 3 clusters Score -6671658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -6671656.500000 Penalty: 5354.855469
	Iteration 66Q: 3 clusters Score -6671656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -6671655.500000 Penalty: 5354.855469
	Iteration 67Q: 3 clusters Score -6671656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -6671665.000000 Penalty: 5354.855469
	Iteration 68Q: 3 clusters Score -6671665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -6671678.000000 Penalty: 5354.855469
	Iteration 69Q: 3 clusters Score -6671678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -6671671.500000 Penalty: 5354.855469
	Iteration 70Q: 3 clusters Score -6671672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -6671683.500000 Penalty: 5354.855469
	Iteration 71Q: 3 clusters Score -6671684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6671665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -6671690.500000 Penalty: 5354.855469
	Iteration 73Q: 3 clusters Score -6671690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -6671719.500000 Penalty: 5354.855469
	Iteration 74Q: 3 clusters Score -6671720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -6671722.000000 Penalty: 5354.855469
	Iteration 75Q: 3 clusters Score -6671722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -6671727.500000 Penalty: 5354.855469
	Iteration 76Q: 3 clusters Score -6671728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -6671736.500000 Penalty: 5354.855469
	Iteration 77Q: 3 clusters Score -6671736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -6671744.000000 Penalty: 5354.855469
	Iteration 78Q: 3 clusters Score -6671744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -6671807.000000 Penalty: 5354.855469
	Iteration 79Q: 3 clusters Score -6671807 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -6671876.000000 Penalty: 5354.855469
	Iteration 80F: 3 clusters Score -6671876 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6671946.000000 Penalty: 5354.855469
	Iteration 81Q: 3 clusters Score -6671946 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6672198.000000 Penalty: 5354.855469
	Iteration 82Q: 3 clusters Score -6672198 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -6672629.000000 Penalty: 5354.855469
	Iteration 83Q: 3 clusters Score -6672629 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -6673063.000000 Penalty: 5354.855469
	Iteration 84Q: 3 clusters Score -6673063 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -6673275.000000 Penalty: 5354.855469
	Iteration 85Q: 3 clusters Score -6673275 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6673406.000000 Penalty: 5354.855469
	Iteration 86Q: 3 clusters Score -6673406 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -6673443.500000 Penalty: 5354.855469
	Iteration 87Q: 3 clusters Score -6673444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -6673482.500000 Penalty: 5354.855469
	Iteration 88Q: 3 clusters Score -6673482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -6673485.500000 Penalty: 5354.855469
	Iteration 89Q: 3 clusters Score -6673486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -6673483.000000 Penalty: 5354.855469
	Iteration 90Q: 3 clusters Score -6673483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -6673486.500000 Penalty: 5354.855469
	Iteration 91Q: 3 clusters Score -6673486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -6673503.500000 Penalty: 5354.855469
	Iteration 92Q: 3 clusters Score -6673504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -6673510.500000 Penalty: 5354.855469
	Iteration 93Q: 3 clusters Score -6673510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6673506.000000 Penalty: 5354.855469
	Iteration 94Q: 3 clusters Score -6673506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -6673497.500000 Penalty: 5354.855469
	Iteration 95Q: 3 clusters Score -6673498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6673497.000000 Penalty: 5354.855469
	Iteration 96Q: 3 clusters Score -6673497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6673502.000000 Penalty: 5354.855469
	Iteration 97Q: 3 clusters Score -6673502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -6673503.500000 Penalty: 5354.855469
	Iteration 98Q: 3 clusters Score -6673504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6673499.500000 Penalty: 5354.855469
	Iteration 99Q: 3 clusters Score -6673500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6673499.500000 Penalty: 5354.855469
	Iteration 100F: 3 clusters Score -6673500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 145707 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1362 members 
Mstep: Class 29 contains 864 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 1351 members 
Mstep: Class 32 contains 144921 members 
Mstep: Class 33 contains 43506 members 
Entering Unmasked Estep 
Score: -95427808.000000 Penalty: 109682.515625
Splitting cluster 24 changes total score from -95358304.000000 to -95427808.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 76252 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 70788 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 46468 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 145707 members 
Mstep: Class 24 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95443520.000000 Penalty: 109682.515625
Iteration 39Q: 34 clusters Score -9.544352e+07 nChanged 21025
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 15081 members 
Mstep: Class 10 contains 75075 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 15525 members 
Mstep: Class 13 contains 69820 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 46639 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 11027 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 3505 members 
Mstep: Class 23 contains 149876 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 4314 members 
Mstep: Class 26 contains 3394 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 412 members 
Mstep: Class 30 contains 529 members 
Mstep: Class 31 contains 1341 members 
Mstep: Class 32 contains 143041 members 
Mstep: Class 33 contains 42277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95453056.000000 Penalty: 109682.515625
Iteration 40F: 34 clusters Score -9.545306e+07 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 9125 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 9044 members 
Mstep: Class 6 contains 12287 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 13702 members 
Mstep: Class 10 contains 71302 members 
Mstep: Class 11 contains 7547 members 
Mstep: Class 12 contains 15325 members 
Mstep: Class 13 contains 68788 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 46487 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 10738 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 3624 members 
Mstep: Class 23 contains 151578 members 
Mstep: Class 24 contains 6238 members 
Mstep: Class 25 contains 4308 members 
Mstep: Class 26 contains 3356 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1484 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 1426 members 
Mstep: Class 32 contains 147137 members 
Mstep: Class 33 contains 42794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95456048.000000 Penalty: 109682.515625
Iteration 41Q: 34 clusters Score -9.545605e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14932 members 
Mstep: Class 3 contains 9196 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 12553 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 12613 members 
Mstep: Class 10 contains 68707 members 
Mstep: Class 11 contains 7724 members 
Mstep: Class 12 contains 15156 members 
Mstep: Class 13 contains 68172 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 46476 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 10700 members 
Mstep: Class 20 contains 451 members 
Mstep: Class 21 contains 436 members 
Mstep: Class 22 contains 3640 members 
Mstep: Class 23 contains 153014 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 4307 members 
Mstep: Class 26 contains 3337 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 1453 members 
Mstep: Class 32 contains 149589 members 
Mstep: Class 33 contains 42979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95457936.000000 Penalty: 109682.515625
Iteration 42Q: 34 clusters Score -9.545794e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14992 members 
Mstep: Class 3 contains 9175 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8504 members 
Mstep: Class 6 contains 12629 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 11740 members 
Mstep: Class 10 contains 66826 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 15026 members 
Mstep: Class 13 contains 67769 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 46493 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 10764 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 154014 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 4307 members 
Mstep: Class 26 contains 3304 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 1545 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 562 members 
Mstep: Class 31 contains 1464 members 
Mstep: Class 32 contains 151447 members 
Mstep: Class 33 contains 43071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95458072.000000 Penalty: 109682.515625
Iteration 43Q: 34 clusters Score -9.545807e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15085 members 
Mstep: Class 3 contains 9123 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 12640 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 11049 members 
Mstep: Class 10 contains 65305 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 67448 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 46510 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 154796 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 4307 members 
Mstep: Class 26 contains 3296 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 1568 members 
Mstep: Class 29 contains 268 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 152961 members 
Mstep: Class 33 contains 43150 members 
Entering Unmasked Estep 
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Score: -95458680.000000 Penalty: 109682.515625
Iteration 44Q: 34 clusters Score -9.545868e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 12618 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 10476 members 
Mstep: Class 10 contains 64000 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 14861 members 
Mstep: Class 13 contains 67169 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 46509 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 10950 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 3654 members 
Mstep: Class 23 contains 155389 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3296 members 
Mstep: Class 27 contains 1162 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 266 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 154345 members 
Mstep: Class 33 contains 43225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95459160.000000 Penalty: 109682.515625
Iteration 45Q: 34 clusters Score -9.545916e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15210 members 
Mstep: Class 3 contains 8965 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 12574 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 9993 members 
Mstep: Class 10 contains 62914 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 14793 members 
Mstep: Class 13 contains 66989 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 46513 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11048 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 425 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 155827 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3312 members 
Mstep: Class 27 contains 1190 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 567 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 155582 members 
Mstep: Class 33 contains 43246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95459368.000000 Penalty: 109682.515625
Iteration 46Q: 34 clusters Score -9.545937e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15241 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8304 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 6467 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 9579 members 
Mstep: Class 10 contains 61945 members 
Mstep: Class 11 contains 8252 members 
Mstep: Class 12 contains 14726 members 
Mstep: Class 13 contains 66837 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 46523 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11132 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156154 members 
Mstep: Class 24 contains 6422 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 1589 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 156702 members 
Mstep: Class 33 contains 43300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95459584.000000 Penalty: 109682.515625
Iteration 47Q: 34 clusters Score -9.545958e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 12435 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 9198 members 
Mstep: Class 10 contains 61129 members 
Mstep: Class 11 contains 8364 members 
Mstep: Class 12 contains 14681 members 
Mstep: Class 13 contains 66694 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 46514 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11209 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156374 members 
Mstep: Class 24 contains 6434 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3348 members 
Mstep: Class 27 contains 1236 members 
Mstep: Class 28 contains 1592 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 157782 members 
Mstep: Class 33 contains 43353 members 
Entering Unmasked Estep 
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Score: -95460184.000000 Penalty: 109682.515625
Iteration 48Q: 34 clusters Score -9.546018e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 15271 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 12302 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 8890 members 
Mstep: Class 10 contains 60455 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 12 contains 14645 members 
Mstep: Class 13 contains 66574 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 46519 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156510 members 
Mstep: Class 24 contains 6444 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3373 members 
Mstep: Class 27 contains 1246 members 
Mstep: Class 28 contains 1595 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1505 members 
Mstep: Class 32 contains 158736 members 
Mstep: Class 33 contains 43380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95460432.000000 Penalty: 109682.515625
Iteration 49Q: 34 clusters Score -9.546043e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 15266 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 12178 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 8625 members 
Mstep: Class 10 contains 59844 members 
Mstep: Class 11 contains 8644 members 
Mstep: Class 12 contains 14627 members 
Mstep: Class 13 contains 66482 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 46521 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11359 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156604 members 
Mstep: Class 24 contains 6459 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 1596 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1511 members 
Mstep: Class 32 contains 159609 members 
Mstep: Class 33 contains 43401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95460592.000000 Penalty: 109682.515625
Iteration 50Q: 34 clusters Score -9.546059e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15272 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 59305 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 66418 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 46515 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156669 members 
Mstep: Class 24 contains 6464 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3396 members 
Mstep: Class 27 contains 1275 members 
Mstep: Class 28 contains 1598 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1517 members 
Mstep: Class 32 contains 160371 members 
Mstep: Class 33 contains 43410 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 34 clusters Score -9.546106e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 15287 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 58784 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 66374 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46510 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11477 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156709 members 
Mstep: Class 24 contains 6447 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 1285 members 
Mstep: Class 28 contains 1600 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 161092 members 
Mstep: Class 33 contains 43398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461464.000000 Penalty: 109682.515625
Iteration 52Q: 34 clusters Score -9.546146e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 15300 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 8042 members 
Mstep: Class 10 contains 58326 members 
Mstep: Class 11 contains 8996 members 
Mstep: Class 12 contains 14619 members 
Mstep: Class 13 contains 66329 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46525 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156749 members 
Mstep: Class 24 contains 6435 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 1601 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 161746 members 
Mstep: Class 33 contains 43400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95461936.000000 Penalty: 109682.515625
Iteration 53Q: 34 clusters Score -9.546194e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 15321 members 
Mstep: Class 3 contains 8127 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 11796 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 7870 members 
Mstep: Class 10 contains 57918 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 14613 members 
Mstep: Class 13 contains 66293 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46532 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11521 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156805 members 
Mstep: Class 24 contains 6434 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 1316 members 
Mstep: Class 28 contains 1601 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 162319 members 
Mstep: Class 33 contains 43393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95462048.000000 Penalty: 109682.515625
Iteration 54Q: 34 clusters Score -9.546205e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 8052 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 11715 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 57515 members 
Mstep: Class 11 contains 9172 members 
Mstep: Class 12 contains 14620 members 
Mstep: Class 13 contains 66261 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46539 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11537 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 156868 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 1601 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 162858 members 
Mstep: Class 33 contains 43392 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 34 clusters Score -9.546238e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8301 members 
Mstep: Class 6 contains 11652 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 57153 members 
Mstep: Class 11 contains 9232 members 
Mstep: Class 12 contains 14629 members 
Mstep: Class 13 contains 66240 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46543 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11532 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3654 members 
Mstep: Class 23 contains 156954 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 1602 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 163305 members 
Mstep: Class 33 contains 43402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 34 clusters Score -9.54624e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 15380 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8303 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 56836 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 14634 members 
Mstep: Class 13 contains 66228 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46545 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11531 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3653 members 
Mstep: Class 23 contains 157017 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 1603 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 163732 members 
Mstep: Class 33 contains 43403 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -9.546289e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 7747 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8304 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 7445 members 
Mstep: Class 10 contains 56502 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 66214 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46543 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3653 members 
Mstep: Class 23 contains 157059 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1352 members 
Mstep: Class 28 contains 1603 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1520 members 
Mstep: Class 32 contains 164177 members 
Mstep: Class 33 contains 43403 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -9.546283e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15399 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8315 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 6458 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 7374 members 
Mstep: Class 10 contains 56202 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 66206 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46535 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11542 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3653 members 
Mstep: Class 23 contains 157088 members 
Mstep: Class 24 contains 6428 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 1603 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1522 members 
Mstep: Class 32 contains 164613 members 
Mstep: Class 33 contains 43396 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -9.546286e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 6 contains 11531 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 55940 members 
Mstep: Class 11 contains 9385 members 
Mstep: Class 12 contains 14632 members 
Mstep: Class 13 contains 66196 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46523 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11567 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3653 members 
Mstep: Class 23 contains 157107 members 
Mstep: Class 24 contains 6432 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3441 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1523 members 
Mstep: Class 32 contains 165042 members 
Mstep: Class 33 contains 43375 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -9.546298e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 15430 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 11494 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 55669 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 14636 members 
Mstep: Class 13 contains 66189 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46512 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11586 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 157124 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1523 members 
Mstep: Class 32 contains 165442 members 
Mstep: Class 33 contains 43369 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -9.546286e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 7326 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 11476 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 55394 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 66172 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46502 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11595 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 157132 members 
Mstep: Class 24 contains 6422 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1523 members 
Mstep: Class 32 contains 165817 members 
Mstep: Class 33 contains 43375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463080.000000 Penalty: 109682.515625
Iteration 62Q: 34 clusters Score -9.546308e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 11457 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 55135 members 
Mstep: Class 11 contains 9443 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 66159 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46497 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11612 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 157134 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1393 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1523 members 
Mstep: Class 32 contains 166192 members 
Mstep: Class 33 contains 43366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463240.000000 Penalty: 109682.515625
Iteration 63Q: 34 clusters Score -9.546324e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 7166 members 
Mstep: Class 10 contains 54881 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 66147 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46494 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11623 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 157138 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 1605 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1522 members 
Mstep: Class 32 contains 166559 members 
Mstep: Class 33 contains 43362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463200.000000 Penalty: 109682.515625
Iteration 64Q: 34 clusters Score -9.54632e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 7064 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 11439 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 7177 members 
Mstep: Class 10 contains 54606 members 
Mstep: Class 11 contains 9467 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 66135 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46491 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11634 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 157132 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1403 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1522 members 
Mstep: Class 32 contains 166906 members 
Mstep: Class 33 contains 43354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463320.000000 Penalty: 109682.515625
Iteration 65Q: 34 clusters Score -9.546332e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 54363 members 
Mstep: Class 11 contains 9473 members 
Mstep: Class 12 contains 14628 members 
Mstep: Class 13 contains 66126 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46489 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11651 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 157109 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1406 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1522 members 
Mstep: Class 32 contains 167219 members 
Mstep: Class 33 contains 43342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463296.000000 Penalty: 109682.515625
Iteration 66Q: 34 clusters Score -9.54633e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8349 members 
Mstep: Class 6 contains 11432 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 7219 members 
Mstep: Class 10 contains 54134 members 
Mstep: Class 11 contains 9485 members 
Mstep: Class 12 contains 14620 members 
Mstep: Class 13 contains 66115 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46491 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11669 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 157109 members 
Mstep: Class 24 contains 6429 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1523 members 
Mstep: Class 32 contains 167488 members 
Mstep: Class 33 contains 43335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463336.000000 Penalty: 109682.515625
Iteration 67Q: 34 clusters Score -9.546334e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 6859 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 6 contains 11432 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 7228 members 
Mstep: Class 10 contains 53901 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 14612 members 
Mstep: Class 13 contains 66099 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46492 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11687 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157123 members 
Mstep: Class 24 contains 6431 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1528 members 
Mstep: Class 32 contains 167747 members 
Mstep: Class 33 contains 43332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463256.000000 Penalty: 109682.515625
Iteration 68Q: 34 clusters Score -9.546326e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 6798 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 53689 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 14604 members 
Mstep: Class 13 contains 66090 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46492 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11707 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157125 members 
Mstep: Class 24 contains 6432 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1414 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 167994 members 
Mstep: Class 33 contains 43326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463640.000000 Penalty: 109682.515625
Iteration 69Q: 34 clusters Score -9.546364e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 6739 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 11418 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 7266 members 
Mstep: Class 10 contains 53484 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 12 contains 14597 members 
Mstep: Class 13 contains 66080 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46495 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157134 members 
Mstep: Class 24 contains 6432 members 
Mstep: Class 25 contains 4308 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1415 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 1532 members 
Mstep: Class 32 contains 168212 members 
Mstep: Class 33 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463408.000000 Penalty: 109682.515625
Iteration 70Q: 34 clusters Score -9.546341e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 6678 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 7272 members 
Mstep: Class 10 contains 53312 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 14591 members 
Mstep: Class 13 contains 66074 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46491 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11744 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157154 members 
Mstep: Class 24 contains 6435 members 
Mstep: Class 25 contains 4308 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 168408 members 
Mstep: Class 33 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463376.000000 Penalty: 109682.515625
Iteration 71Q: 34 clusters Score -9.546338e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 11412 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 53135 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 12 contains 14585 members 
Mstep: Class 13 contains 66064 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46493 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157178 members 
Mstep: Class 24 contains 6439 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 168614 members 
Mstep: Class 33 contains 43329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463344.000000 Penalty: 109682.515625
Iteration 72Q: 34 clusters Score -9.546334e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15452 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 11412 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 7284 members 
Mstep: Class 10 contains 52964 members 
Mstep: Class 11 contains 9503 members 
Mstep: Class 12 contains 14580 members 
Mstep: Class 13 contains 66053 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46489 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157181 members 
Mstep: Class 24 contains 6441 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1428 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 168825 members 
Mstep: Class 33 contains 43335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463440.000000 Penalty: 109682.515625
Iteration 73Q: 34 clusters Score -9.546344e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 6499 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 11407 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 52781 members 
Mstep: Class 11 contains 9505 members 
Mstep: Class 12 contains 14578 members 
Mstep: Class 13 contains 66035 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46486 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157198 members 
Mstep: Class 24 contains 6445 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1432 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 169032 members 
Mstep: Class 33 contains 43348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463696.000000 Penalty: 109682.515625
Iteration 74Q: 34 clusters Score -9.54637e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 6452 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8407 members 
Mstep: Class 6 contains 11407 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14578 members 
Mstep: Class 13 contains 66018 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46473 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11771 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157205 members 
Mstep: Class 24 contains 6446 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1437 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 169278 members 
Mstep: Class 33 contains 43355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463856.000000 Penalty: 109682.515625
Iteration 75Q: 34 clusters Score -9.546386e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8411 members 
Mstep: Class 6 contains 11404 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 52350 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 14579 members 
Mstep: Class 13 contains 66015 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46465 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11776 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157218 members 
Mstep: Class 24 contains 6448 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1439 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 169505 members 
Mstep: Class 33 contains 43359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463824.000000 Penalty: 109682.515625
Iteration 76Q: 34 clusters Score -9.546382e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15452 members 
Mstep: Class 3 contains 6354 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8417 members 
Mstep: Class 6 contains 11407 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 7356 members 
Mstep: Class 10 contains 52144 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 14577 members 
Mstep: Class 13 contains 66005 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46463 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11782 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157217 members 
Mstep: Class 24 contains 6453 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1443 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 169742 members 
Mstep: Class 33 contains 43360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463648.000000 Penalty: 109682.515625
Iteration 77Q: 34 clusters Score -9.546365e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 6303 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 8417 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 6468 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 7371 members 
Mstep: Class 10 contains 51943 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14575 members 
Mstep: Class 13 contains 65999 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46457 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11791 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157213 members 
Mstep: Class 24 contains 6453 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 169979 members 
Mstep: Class 33 contains 43359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95463632.000000 Penalty: 109682.515625
Iteration 78Q: 34 clusters Score -9.546363e+07 nChanged 818
Entering ConstructFrom: 
Score: -95463632.000000 Penalty: 109682.515625
Entering ConstructFrom: 
Trying to split cluster 1 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -625206.875000 Penalty: 2082.861572
	Iteration 0F: 2 clusters Score -625206.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -620994.125000 Penalty: 4165.723145
	Iteration 0F: 3 clusters Score -620994.1 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -621925.812500 Penalty: 4165.723145
	Iteration 1F: 3 clusters Score -621925.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -622140.562500 Penalty: 4165.723145
	Iteration 2F: 3 clusters Score -622140.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -622262.812500 Penalty: 4165.723145
	Iteration 3F: 3 clusters Score -622262.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -622358.062500 Penalty: 4165.723145
	Iteration 4Q: 3 clusters Score -622358.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -622436.437500 Penalty: 4165.723145
	Iteration 5Q: 3 clusters Score -622436.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -622491.000000 Penalty: 4165.723145
	Iteration 6Q: 3 clusters Score -622491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -622526.625000 Penalty: 4165.723145
	Iteration 7Q: 3 clusters Score -622526.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -622550.250000 Penalty: 4165.723145
	Iteration 8Q: 3 clusters Score -622550.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -622569.312500 Penalty: 4165.723145
	Iteration 9Q: 3 clusters Score -622569.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -622587.750000 Penalty: 4165.723145
	Iteration 10Q: 3 clusters Score -622587.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -622604.000000 Penalty: 4165.723145
	Iteration 11Q: 3 clusters Score -622604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -622613.625000 Penalty: 4165.723145
	Iteration 12Q: 3 clusters Score -622613.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -622620.500000 Penalty: 4165.723145
	Iteration 13Q: 3 clusters Score -622620.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -622628.750000 Penalty: 4165.723145
	Iteration 14Q: 3 clusters Score -622628.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -622639.625000 Penalty: 4165.723145
	Iteration 15Q: 3 clusters Score -622639.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -622644.250000 Penalty: 4165.723145
	Iteration 16Q: 3 clusters Score -622644.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -622650.125000 Penalty: 4165.723145
	Iteration 17Q: 3 clusters Score -622650.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -622655.000000 Penalty: 4165.723145
	Iteration 18Q: 3 clusters Score -622655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -622660.125000 Penalty: 4165.723145
	Iteration 19Q: 3 clusters Score -622660.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -622664.437500 Penalty: 4165.723145
	Iteration 20F: 3 clusters Score -622664.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -622670.312500 Penalty: 4165.723145
	Iteration 21Q: 3 clusters Score -622670.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -622676.937500 Penalty: 4165.723145
	Iteration 22Q: 3 clusters Score -622676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -622681.687500 Penalty: 4165.723145
	Iteration 23Q: 3 clusters Score -622681.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -622688.375000 Penalty: 4165.723145
	Iteration 24Q: 3 clusters Score -622688.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -622697.250000 Penalty: 4165.723145
	Iteration 25Q: 3 clusters Score -622697.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -622701.625000 Penalty: 4165.723145
	Iteration 26Q: 3 clusters Score -622701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -622705.125000 Penalty: 4165.723145
	Iteration 27Q: 3 clusters Score -622705.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -622709.625000 Penalty: 4165.723145
	Iteration 28Q: 3 clusters Score -622709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -622710.562500 Penalty: 4165.723145
	Iteration 29Q: 3 clusters Score -622710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -622714.437500 Penalty: 4165.723145
	Iteration 30Q: 3 clusters Score -622714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -622716.000000 Penalty: 4165.723145
	Iteration 31Q: 3 clusters Score -622716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -622716.375000 Penalty: 4165.723145
	Iteration 32Q: 3 clusters Score -622716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -622718.312500 Penalty: 4165.723145
	Iteration 33Q: 3 clusters Score -622718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -622719.812500 Penalty: 4165.723145
	Iteration 34Q: 3 clusters Score -622719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -622720.812500 Penalty: 4165.723145
	Iteration 35Q: 3 clusters Score -622720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -622721.125000 Penalty: 4165.723145
	Iteration 36Q: 3 clusters Score -622721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -622722.312500 Penalty: 4165.723145
	Iteration 37Q: 3 clusters Score -622722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -622723.875000 Penalty: 4165.723145
	Iteration 38Q: 3 clusters Score -622723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -622723.812500 Penalty: 4165.723145
	Iteration 39Q: 3 clusters Score -622723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -622725.562500 Penalty: 4165.723145
	Iteration 40F: 3 clusters Score -622725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -622728.062500 Penalty: 4165.723145
	Iteration 41Q: 3 clusters Score -622728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -622730.187500 Penalty: 4165.723145
	Iteration 42Q: 3 clusters Score -622730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -622732.312500 Penalty: 4165.723145
	Iteration 43Q: 3 clusters Score -622732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -622735.750000 Penalty: 4165.723145
	Iteration 44Q: 3 clusters Score -622735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -622739.562500 Penalty: 4165.723145
	Iteration 45Q: 3 clusters Score -622739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -622742.375000 Penalty: 4165.723145
	Iteration 46Q: 3 clusters Score -622742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -622744.750000 Penalty: 4165.723145
	Iteration 47Q: 3 clusters Score -622744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -622747.375000 Penalty: 4165.723145
	Iteration 48Q: 3 clusters Score -622747.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -622754.062500 Penalty: 4165.723145
	Iteration 49Q: 3 clusters Score -622754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -622757.625000 Penalty: 4165.723145
	Iteration 50Q: 3 clusters Score -622757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -622759.937500 Penalty: 4165.723145
	Iteration 51Q: 3 clusters Score -622759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -622764.312500 Penalty: 4165.723145
	Iteration 52Q: 3 clusters Score -622764.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -622767.562500 Penalty: 4165.723145
	Iteration 53Q: 3 clusters Score -622767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -622774.125000 Penalty: 4165.723145
	Iteration 54Q: 3 clusters Score -622774.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -622780.312500 Penalty: 4165.723145
	Iteration 55Q: 3 clusters Score -622780.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -622785.625000 Penalty: 4165.723145
	Iteration 56Q: 3 clusters Score -622785.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -622787.312500 Penalty: 4165.723145
	Iteration 57Q: 3 clusters Score -622787.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -622789.437500 Penalty: 4165.723145
	Iteration 58Q: 3 clusters Score -622789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -622792.750000 Penalty: 4165.723145
	Iteration 59Q: 3 clusters Score -622792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -622796.937500 Penalty: 4165.723145
	Iteration 60F: 3 clusters Score -622796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -622801.250000 Penalty: 4165.723145
	Iteration 61Q: 3 clusters Score -622801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -622807.875000 Penalty: 4165.723145
	Iteration 62Q: 3 clusters Score -622807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -622815.750000 Penalty: 4165.723145
	Iteration 63Q: 3 clusters Score -622815.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -622821.750000 Penalty: 4165.723145
	Iteration 64Q: 3 clusters Score -622821.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -622826.375000 Penalty: 4165.723145
	Iteration 65Q: 3 clusters Score -622826.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -622830.125000 Penalty: 4165.723145
	Iteration 66Q: 3 clusters Score -622830.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -622836.187500 Penalty: 4165.723145
	Iteration 67Q: 3 clusters Score -622836.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -622848.500000 Penalty: 4165.723145
	Iteration 68Q: 3 clusters Score -622848.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -622856.937500 Penalty: 4165.723145
	Iteration 69Q: 3 clusters Score -622856.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -622863.250000 Penalty: 4165.723145
	Iteration 70Q: 3 clusters Score -622863.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -622876.625000 Penalty: 4165.723145
	Iteration 71Q: 3 clusters Score -622876.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -622891.625000 Penalty: 4165.723145
	Iteration 72Q: 3 clusters Score -622891.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -622905.187500 Penalty: 4165.723145
	Iteration 73Q: 3 clusters Score -622905.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -622917.250000 Penalty: 4165.723145
	Iteration 74Q: 3 clusters Score -622917.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -622932.437500 Penalty: 4165.723145
	Iteration 75Q: 3 clusters Score -622932.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -622943.687500 Penalty: 4165.723145
	Iteration 76Q: 3 clusters Score -622943.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -622953.812500 Penalty: 4165.723145
	Iteration 77Q: 3 clusters Score -622953.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -622962.812500 Penalty: 4165.723145
	Iteration 78Q: 3 clusters Score -622962.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -622970.875000 Penalty: 4165.723145
	Iteration 79Q: 3 clusters Score -622970.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -622983.875000 Penalty: 4165.723145
	Iteration 80F: 3 clusters Score -622983.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -622991.312500 Penalty: 4165.723145
	Iteration 81Q: 3 clusters Score -622991.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -622999.375000 Penalty: 4165.723145
	Iteration 82Q: 3 clusters Score -622999.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -623007.000000 Penalty: 4165.723145
	Iteration 83Q: 3 clusters Score -623007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -623014.750000 Penalty: 4165.723145
	Iteration 84Q: 3 clusters Score -623014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -623025.125000 Penalty: 4165.723145
	Iteration 85Q: 3 clusters Score -623025.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -623034.312500 Penalty: 4165.723145
	Iteration 86Q: 3 clusters Score -623034.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -623048.750000 Penalty: 4165.723145
	Iteration 87Q: 3 clusters Score -623048.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -623062.375000 Penalty: 4165.723145
	Iteration 88Q: 3 clusters Score -623062.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -623079.625000 Penalty: 4165.723145
	Iteration 89Q: 3 clusters Score -623079.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -623100.687500 Penalty: 4165.723145
	Iteration 90Q: 3 clusters Score -623100.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -623123.500000 Penalty: 4165.723145
	Iteration 91Q: 3 clusters Score -623123.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -623145.687500 Penalty: 4165.723145
	Iteration 92Q: 3 clusters Score -623145.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -623171.562500 Penalty: 4165.723145
	Iteration 93Q: 3 clusters Score -623171.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -623206.687500 Penalty: 4165.723145
	Iteration 94Q: 3 clusters Score -623206.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -623246.687500 Penalty: 4165.723145
	Iteration 95Q: 3 clusters Score -623246.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -623283.937500 Penalty: 4165.723145
	Iteration 96Q: 3 clusters Score -623283.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -623330.000000 Penalty: 4165.723145
	Iteration 97Q: 3 clusters Score -623330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -623380.625000 Penalty: 4165.723145
	Iteration 98Q: 3 clusters Score -623380.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -623443.500000 Penalty: 4165.723145
	Iteration 99Q: 3 clusters Score -623443.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -623507.125000 Penalty: 4165.723145
	Iteration 100F: 3 clusters Score -623507.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -623568.687500 Penalty: 4165.723145
	Iteration 101Q: 3 clusters Score -623568.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -623642.000000 Penalty: 4165.723145
	Iteration 102Q: 3 clusters Score -623642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -623708.562500 Penalty: 4165.723145
	Iteration 103Q: 3 clusters Score -623708.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -623757.562500 Penalty: 4165.723145
	Iteration 104Q: 3 clusters Score -623757.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -623788.062500 Penalty: 4165.723145
	Iteration 105Q: 3 clusters Score -623788.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -623823.875000 Penalty: 4165.723145
	Iteration 106Q: 3 clusters Score -623823.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -623860.812500 Penalty: 4165.723145
	Iteration 107Q: 3 clusters Score -623860.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -623897.312500 Penalty: 4165.723145
	Iteration 108Q: 3 clusters Score -623897.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -623932.312500 Penalty: 4165.723145
	Iteration 109Q: 3 clusters Score -623932.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -623956.062500 Penalty: 4165.723145
	Iteration 110Q: 3 clusters Score -623956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -623968.812500 Penalty: 4165.723145
	Iteration 111Q: 3 clusters Score -623968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -623981.500000 Penalty: 4165.723145
	Iteration 112Q: 3 clusters Score -623981.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -623997.625000 Penalty: 4165.723145
	Iteration 113Q: 3 clusters Score -623997.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -624015.687500 Penalty: 4165.723145
	Iteration 114Q: 3 clusters Score -624015.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -624029.437500 Penalty: 4165.723145
	Iteration 115Q: 3 clusters Score -624029.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -624039.437500 Penalty: 4165.723145
	Iteration 116Q: 3 clusters Score -624039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -624045.562500 Penalty: 4165.723145
	Iteration 117Q: 3 clusters Score -624045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -624054.875000 Penalty: 4165.723145
	Iteration 118Q: 3 clusters Score -624054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -624061.687500 Penalty: 4165.723145
	Iteration 119Q: 3 clusters Score -624061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -624070.687500 Penalty: 4165.723145
	Iteration 120F: 3 clusters Score -624070.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -624076.437500 Penalty: 4165.723145
	Iteration 121Q: 3 clusters Score -624076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -624081.000000 Penalty: 4165.723145
	Iteration 122Q: 3 clusters Score -624081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -624098.437500 Penalty: 4165.723145
	Iteration 123Q: 3 clusters Score -624098.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -624110.312500 Penalty: 4165.723145
	Iteration 124Q: 3 clusters Score -624110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -624117.375000 Penalty: 4165.723145
	Iteration 125Q: 3 clusters Score -624117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -624123.437500 Penalty: 4165.723145
	Iteration 126Q: 3 clusters Score -624123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -624127.125000 Penalty: 4165.723145
	Iteration 127Q: 3 clusters Score -624127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -624127.437500 Penalty: 4165.723145
	Iteration 128Q: 3 clusters Score -624127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -624129.187500 Penalty: 4165.723145
	Iteration 129Q: 3 clusters Score -624129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -624129.187500 Penalty: 4165.723145
	Iteration 130F: 3 clusters Score -624129.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Entering Unmasked Estep 
Score: -2261753.500000 Penalty: 2392.194824
	Iteration 0F: 2 clusters Score -2261754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2250623.000000 Penalty: 4784.389648
	Iteration 0F: 3 clusters Score -2250623 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2254229.500000 Penalty: 4784.389648
	Iteration 1F: 3 clusters Score -2254230 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2254585.750000 Penalty: 4784.389648
	Iteration 2F: 3 clusters Score -2254586 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2254826.750000 Penalty: 4784.389648
	Iteration 3Q: 3 clusters Score -2254827 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2255043.000000 Penalty: 4784.389648
	Iteration 4Q: 3 clusters Score -2255043 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2255224.250000 Penalty: 4784.389648
	Iteration 5Q: 3 clusters Score -2255224 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2255404.250000 Penalty: 4784.389648
	Iteration 6Q: 3 clusters Score -2255404 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2255593.500000 Penalty: 4784.389648
	Iteration 7Q: 3 clusters Score -2255594 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2255826.500000 Penalty: 4784.389648
	Iteration 8Q: 3 clusters Score -2255826 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2256143.000000 Penalty: 4784.389648
	Iteration 9Q: 3 clusters Score -2256143 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2256517.250000 Penalty: 4784.389648
	Iteration 10Q: 3 clusters Score -2256517 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2256938.250000 Penalty: 4784.389648
	Iteration 11Q: 3 clusters Score -2256938 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2257406.250000 Penalty: 4784.389648
	Iteration 12Q: 3 clusters Score -2257406 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2257906.000000 Penalty: 4784.389648
	Iteration 13Q: 3 clusters Score -2257906 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2258355.250000 Penalty: 4784.389648
	Iteration 14Q: 3 clusters Score -2258355 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2258731.250000 Penalty: 4784.389648
	Iteration 15Q: 3 clusters Score -2258731 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2259023.250000 Penalty: 4784.389648
	Iteration 16Q: 3 clusters Score -2259023 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2259239.250000 Penalty: 4784.389648
	Iteration 17Q: 3 clusters Score -2259239 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2259431.500000 Penalty: 4784.389648
	Iteration 18Q: 3 clusters Score -2259432 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2259613.000000 Penalty: 4784.389648
	Iteration 19Q: 3 clusters Score -2259613 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2259811.250000 Penalty: 4784.389648
	Iteration 20F: 3 clusters Score -2259811 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2259990.750000 Penalty: 4784.389648
	Iteration 21Q: 3 clusters Score -2259991 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2260113.500000 Penalty: 4784.389648
	Iteration 22Q: 3 clusters Score -2260114 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2260220.500000 Penalty: 4784.389648
	Iteration 23Q: 3 clusters Score -2260220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2260307.500000 Penalty: 4784.389648
	Iteration 24Q: 3 clusters Score -2260308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2260352.250000 Penalty: 4784.389648
	Iteration 25Q: 3 clusters Score -2260352 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2260404.500000 Penalty: 4784.389648
	Iteration 26Q: 3 clusters Score -2260404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2260420.750000 Penalty: 4784.389648
	Iteration 27Q: 3 clusters Score -2260421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2260438.500000 Penalty: 4784.389648
	Iteration 28Q: 3 clusters Score -2260438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2260445.250000 Penalty: 4784.389648
	Iteration 29Q: 3 clusters Score -2260445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2260451.000000 Penalty: 4784.389648
	Iteration 30Q: 3 clusters Score -2260451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2260455.500000 Penalty: 4784.389648
	Iteration 31Q: 3 clusters Score -2260456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2260461.250000 Penalty: 4784.389648
	Iteration 32Q: 3 clusters Score -2260461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2260466.250000 Penalty: 4784.389648
	Iteration 33Q: 3 clusters Score -2260466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2260467.500000 Penalty: 4784.389648
	Iteration 34Q: 3 clusters Score -2260468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2260465.750000 Penalty: 4784.389648
	Iteration 35Q: 3 clusters Score -2260466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2260463.500000 Penalty: 4784.389648
	Iteration 36Q: 3 clusters Score -2260464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2260463.500000 Penalty: 4784.389648
	Iteration 37F: 3 clusters Score -2260464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -905853.437500 Penalty: 2167.365234
	Iteration 0F: 2 clusters Score -905853.4 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 3109 members 
Entering Unmasked Estep 
Score: -900542.812500 Penalty: 4334.730469
	Iteration 0F: 3 clusters Score -900542.8 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -901943.062500 Penalty: 4334.730469
	Iteration 1F: 3 clusters Score -901943.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -902340.937500 Penalty: 4334.730469
	Iteration 2F: 3 clusters Score -902340.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -902729.750000 Penalty: 4334.730469
	Iteration 3F: 3 clusters Score -902729.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -903130.937500 Penalty: 4334.730469
	Iteration 4F: 3 clusters Score -903130.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -903477.000000 Penalty: 4334.730469
	Iteration 5F: 3 clusters Score -903477 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -903775.687500 Penalty: 4334.730469
	Iteration 6F: 3 clusters Score -903775.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -904003.312500 Penalty: 4334.730469
	Iteration 7F: 3 clusters Score -904003.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -904169.125000 Penalty: 4334.730469
	Iteration 8Q: 3 clusters Score -904169.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -904292.062500 Penalty: 4334.730469
	Iteration 9Q: 3 clusters Score -904292.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -904385.562500 Penalty: 4334.730469
	Iteration 10Q: 3 clusters Score -904385.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -904449.437500 Penalty: 4334.730469
	Iteration 11Q: 3 clusters Score -904449.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -904490.687500 Penalty: 4334.730469
	Iteration 12Q: 3 clusters Score -904490.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -904516.875000 Penalty: 4334.730469
	Iteration 13Q: 3 clusters Score -904516.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -904535.937500 Penalty: 4334.730469
	Iteration 14Q: 3 clusters Score -904535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -904550.062500 Penalty: 4334.730469
	Iteration 15Q: 3 clusters Score -904550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -904560.062500 Penalty: 4334.730469
	Iteration 16Q: 3 clusters Score -904560.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -904573.437500 Penalty: 4334.730469
	Iteration 17Q: 3 clusters Score -904573.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -904587.437500 Penalty: 4334.730469
	Iteration 18Q: 3 clusters Score -904587.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -904595.250000 Penalty: 4334.730469
	Iteration 19Q: 3 clusters Score -904595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -904600.187500 Penalty: 4334.730469
	Iteration 20F: 3 clusters Score -904600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -904606.937500 Penalty: 4334.730469
	Iteration 21Q: 3 clusters Score -904606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -904612.687500 Penalty: 4334.730469
	Iteration 22Q: 3 clusters Score -904612.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -904617.625000 Penalty: 4334.730469
	Iteration 23Q: 3 clusters Score -904617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -904621.062500 Penalty: 4334.730469
	Iteration 24Q: 3 clusters Score -904621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -904621.562500 Penalty: 4334.730469
	Iteration 25Q: 3 clusters Score -904621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -904622.687500 Penalty: 4334.730469
	Iteration 26Q: 3 clusters Score -904622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -904623.500000 Penalty: 4334.730469
	Iteration 27Q: 3 clusters Score -904623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -904623.500000 Penalty: 4334.730469
	Iteration 28F: 3 clusters Score -904623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -121806.085938 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -121806.1 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 516 members 
Entering Unmasked Estep 
Score: -120197.343750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -120197.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -122296.546875 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -122296.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -124340.171875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -124340.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -126355.187500 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -126355.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -126732.835938 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -126732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -126817.218750 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -126817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -126817.218750 Penalty: 3448.553467
	Iteration 6F: 3 clusters Score -126817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 6244 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 11420 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 51750 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 65993 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46452 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11796 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157172 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1448 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 170255 members 
Mstep: Class 33 contains 43361 members 
Mstep: Class 34 contains 232 members 
Entering Unmasked Estep 
Score: -95466824.000000 Penalty: 113006.234375
Splitting cluster 4 changes total score from -95463632.000000 to -95466824.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 5 (8419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Entering Unmasked Estep 
Score: -1244292.875000 Penalty: 2241.485107
	Iteration 0F: 2 clusters Score -1244293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1237593.125000 Penalty: 4482.970215
	Iteration 0F: 3 clusters Score -1237593 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1239419.375000 Penalty: 4482.970215
	Iteration 1F: 3 clusters Score -1239419 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1239722.875000 Penalty: 4482.970215
	Iteration 2F: 3 clusters Score -1239723 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1239965.125000 Penalty: 4482.970215
	Iteration 3F: 3 clusters Score -1239965 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1240181.000000 Penalty: 4482.970215
	Iteration 4Q: 3 clusters Score -1240181 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1240408.250000 Penalty: 4482.970215
	Iteration 5Q: 3 clusters Score -1240408 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1240668.500000 Penalty: 4482.970215
	Iteration 6Q: 3 clusters Score -1240668 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1240954.500000 Penalty: 4482.970215
	Iteration 7F: 3 clusters Score -1240954 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1241255.625000 Penalty: 4482.970215
	Iteration 8F: 3 clusters Score -1241256 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1241513.875000 Penalty: 4482.970215
	Iteration 9Q: 3 clusters Score -1241514 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1241715.000000 Penalty: 4482.970215
	Iteration 10Q: 3 clusters Score -1241715 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1241850.000000 Penalty: 4482.970215
	Iteration 11Q: 3 clusters Score -1241850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1241929.125000 Penalty: 4482.970215
	Iteration 12Q: 3 clusters Score -1241929 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1241976.750000 Penalty: 4482.970215
	Iteration 13Q: 3 clusters Score -1241977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1242010.000000 Penalty: 4482.970215
	Iteration 14Q: 3 clusters Score -1242010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1242039.625000 Penalty: 4482.970215
	Iteration 15Q: 3 clusters Score -1242040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1242064.000000 Penalty: 4482.970215
	Iteration 16Q: 3 clusters Score -1242064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1242090.875000 Penalty: 4482.970215
	Iteration 17Q: 3 clusters Score -1242091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1242119.625000 Penalty: 4482.970215
	Iteration 18Q: 3 clusters Score -1242120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1242147.125000 Penalty: 4482.970215
	Iteration 19Q: 3 clusters Score -1242147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1242167.625000 Penalty: 4482.970215
	Iteration 20F: 3 clusters Score -1242168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1242193.250000 Penalty: 4482.970215
	Iteration 21Q: 3 clusters Score -1242193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1242208.375000 Penalty: 4482.970215
	Iteration 22Q: 3 clusters Score -1242208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1242223.375000 Penalty: 4482.970215
	Iteration 23Q: 3 clusters Score -1242223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1242239.500000 Penalty: 4482.970215
	Iteration 24Q: 3 clusters Score -1242240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1242256.250000 Penalty: 4482.970215
	Iteration 25Q: 3 clusters Score -1242256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1242275.375000 Penalty: 4482.970215
	Iteration 26Q: 3 clusters Score -1242275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1242293.250000 Penalty: 4482.970215
	Iteration 27Q: 3 clusters Score -1242293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1242306.875000 Penalty: 4482.970215
	Iteration 28Q: 3 clusters Score -1242307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1242325.500000 Penalty: 4482.970215
	Iteration 29Q: 3 clusters Score -1242326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1242347.625000 Penalty: 4482.970215
	Iteration 30Q: 3 clusters Score -1242348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1242366.375000 Penalty: 4482.970215
	Iteration 31Q: 3 clusters Score -1242366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1242379.875000 Penalty: 4482.970215
	Iteration 32Q: 3 clusters Score -1242380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1242387.625000 Penalty: 4482.970215
	Iteration 33Q: 3 clusters Score -1242388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1242391.875000 Penalty: 4482.970215
	Iteration 34Q: 3 clusters Score -1242392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1242402.500000 Penalty: 4482.970215
	Iteration 35Q: 3 clusters Score -1242402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1242414.250000 Penalty: 4482.970215
	Iteration 36Q: 3 clusters Score -1242414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1242421.125000 Penalty: 4482.970215
	Iteration 37Q: 3 clusters Score -1242421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1242429.250000 Penalty: 4482.970215
	Iteration 38Q: 3 clusters Score -1242429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1242442.250000 Penalty: 4482.970215
	Iteration 39Q: 3 clusters Score -1242442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1242452.375000 Penalty: 4482.970215
	Iteration 40F: 3 clusters Score -1242452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1242458.375000 Penalty: 4482.970215
	Iteration 41Q: 3 clusters Score -1242458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1242465.750000 Penalty: 4482.970215
	Iteration 42Q: 3 clusters Score -1242466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1242474.875000 Penalty: 4482.970215
	Iteration 43Q: 3 clusters Score -1242475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1242484.125000 Penalty: 4482.970215
	Iteration 44Q: 3 clusters Score -1242484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1242492.125000 Penalty: 4482.970215
	Iteration 45Q: 3 clusters Score -1242492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1242495.125000 Penalty: 4482.970215
	Iteration 46Q: 3 clusters Score -1242495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1242492.500000 Penalty: 4482.970215
	Iteration 47Q: 3 clusters Score -1242492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1242495.125000 Penalty: 4482.970215
	Iteration 48Q: 3 clusters Score -1242495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1242501.250000 Penalty: 4482.970215
	Iteration 49Q: 3 clusters Score -1242501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1242506.000000 Penalty: 4482.970215
	Iteration 50Q: 3 clusters Score -1242506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1242505.875000 Penalty: 4482.970215
	Iteration 51Q: 3 clusters Score -1242506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1242509.500000 Penalty: 4482.970215
	Iteration 52Q: 3 clusters Score -1242510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1242514.500000 Penalty: 4482.970215
	Iteration 53Q: 3 clusters Score -1242514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1242517.750000 Penalty: 4482.970215
	Iteration 54Q: 3 clusters Score -1242518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1242519.375000 Penalty: 4482.970215
	Iteration 55Q: 3 clusters Score -1242519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1242521.875000 Penalty: 4482.970215
	Iteration 56Q: 3 clusters Score -1242522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1242522.000000 Penalty: 4482.970215
	Iteration 57Q: 3 clusters Score -1242522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1242522.000000 Penalty: 4482.970215
	Iteration 58F: 3 clusters Score -1242522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Entering Unmasked Estep 
Score: -1642098.625000 Penalty: 2317.094238
	Iteration 0F: 2 clusters Score -1642099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1633485.500000 Penalty: 4634.188477
	Iteration 0F: 3 clusters Score -1633486 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1636163.500000 Penalty: 4634.188477
	Iteration 1F: 3 clusters Score -1636164 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1636580.000000 Penalty: 4634.188477
	Iteration 2F: 3 clusters Score -1636580 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1636915.250000 Penalty: 4634.188477
	Iteration 3F: 3 clusters Score -1636915 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1637182.250000 Penalty: 4634.188477
	Iteration 4Q: 3 clusters Score -1637182 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1637455.875000 Penalty: 4634.188477
	Iteration 5Q: 3 clusters Score -1637456 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1637755.125000 Penalty: 4634.188477
	Iteration 6Q: 3 clusters Score -1637755 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1638051.500000 Penalty: 4634.188477
	Iteration 7Q: 3 clusters Score -1638052 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1638349.875000 Penalty: 4634.188477
	Iteration 8Q: 3 clusters Score -1638350 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1638669.875000 Penalty: 4634.188477
	Iteration 9Q: 3 clusters Score -1638670 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1638986.625000 Penalty: 4634.188477
	Iteration 10Q: 3 clusters Score -1638987 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1639260.125000 Penalty: 4634.188477
	Iteration 11Q: 3 clusters Score -1639260 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1639514.375000 Penalty: 4634.188477
	Iteration 12Q: 3 clusters Score -1639514 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1639757.125000 Penalty: 4634.188477
	Iteration 13Q: 3 clusters Score -1639757 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1639971.500000 Penalty: 4634.188477
	Iteration 14Q: 3 clusters Score -1639972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1640121.375000 Penalty: 4634.188477
	Iteration 15Q: 3 clusters Score -1640121 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1640246.000000 Penalty: 4634.188477
	Iteration 16Q: 3 clusters Score -1640246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1640320.500000 Penalty: 4634.188477
	Iteration 17Q: 3 clusters Score -1640320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1640380.625000 Penalty: 4634.188477
	Iteration 18Q: 3 clusters Score -1640381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1640429.250000 Penalty: 4634.188477
	Iteration 19Q: 3 clusters Score -1640429 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1640459.750000 Penalty: 4634.188477
	Iteration 20F: 3 clusters Score -1640460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1640489.750000 Penalty: 4634.188477
	Iteration 21Q: 3 clusters Score -1640490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1640505.375000 Penalty: 4634.188477
	Iteration 22Q: 3 clusters Score -1640505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1640528.000000 Penalty: 4634.188477
	Iteration 23Q: 3 clusters Score -1640528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1640549.250000 Penalty: 4634.188477
	Iteration 24Q: 3 clusters Score -1640549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1640560.875000 Penalty: 4634.188477
	Iteration 25Q: 3 clusters Score -1640561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1640571.125000 Penalty: 4634.188477
	Iteration 26Q: 3 clusters Score -1640571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1640577.125000 Penalty: 4634.188477
	Iteration 27Q: 3 clusters Score -1640577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1640586.875000 Penalty: 4634.188477
	Iteration 28Q: 3 clusters Score -1640587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1640589.000000 Penalty: 4634.188477
	Iteration 29Q: 3 clusters Score -1640589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1640595.750000 Penalty: 4634.188477
	Iteration 30Q: 3 clusters Score -1640596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1640602.000000 Penalty: 4634.188477
	Iteration 31Q: 3 clusters Score -1640602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1640605.125000 Penalty: 4634.188477
	Iteration 32Q: 3 clusters Score -1640605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1640607.125000 Penalty: 4634.188477
	Iteration 33Q: 3 clusters Score -1640607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1640609.125000 Penalty: 4634.188477
	Iteration 34Q: 3 clusters Score -1640609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1640608.625000 Penalty: 4634.188477
	Iteration 35Q: 3 clusters Score -1640609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1640608.250000 Penalty: 4634.188477
	Iteration 36Q: 3 clusters Score -1640608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1640609.375000 Penalty: 4634.188477
	Iteration 37Q: 3 clusters Score -1640609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1640612.250000 Penalty: 4634.188477
	Iteration 38Q: 3 clusters Score -1640612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1640614.500000 Penalty: 4634.188477
	Iteration 39Q: 3 clusters Score -1640614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1640613.875000 Penalty: 4634.188477
	Iteration 40F: 3 clusters Score -1640614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1640614.250000 Penalty: 4634.188477
	Iteration 41Q: 3 clusters Score -1640614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1640614.125000 Penalty: 4634.188477
	Iteration 42Q: 3 clusters Score -1640614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1640614.125000 Penalty: 4634.188477
	Iteration 43F: 3 clusters Score -1640614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -895968.250000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -895968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -890553.125000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -890553.1 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -892090.187500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -892090.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -892469.875000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -892469.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -892821.875000 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -892821.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -893145.000000 Penalty: 4352.289062
	Iteration 4F: 3 clusters Score -893145 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -893490.500000 Penalty: 4352.289062
	Iteration 5F: 3 clusters Score -893490.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -893795.875000 Penalty: 4352.289062
	Iteration 6F: 3 clusters Score -893795.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -894046.125000 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -894046.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -894231.000000 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -894231 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -894336.812500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -894336.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -894405.375000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -894405.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -894455.250000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -894455.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -894493.812500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -894493.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -894516.812500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -894516.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -894531.750000 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -894531.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -894543.750000 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -894543.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -894555.625000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -894555.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -894567.000000 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -894567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -894572.062500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -894572.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -894579.375000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -894579.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -894585.000000 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -894585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -894587.562500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -894587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -894590.125000 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -894590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -894592.562500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -894592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -894592.187500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -894592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -894591.125000 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -894591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -894591.125000 Penalty: 4352.289062
	Iteration 26F: 3 clusters Score -894591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -426396.812500 Penalty: 1981.242798
	Iteration 0F: 2 clusters Score -426396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -423139.812500 Penalty: 3962.485596
	Iteration 0F: 3 clusters Score -423139.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -423795.875000 Penalty: 3962.485596
	Iteration 1F: 3 clusters Score -423795.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -423961.250000 Penalty: 3962.485596
	Iteration 2F: 3 clusters Score -423961.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -424083.500000 Penalty: 3962.485596
	Iteration 3Q: 3 clusters Score -424083.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -424177.781250 Penalty: 3962.485596
	Iteration 4Q: 3 clusters Score -424177.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -424257.500000 Penalty: 3962.485596
	Iteration 5Q: 3 clusters Score -424257.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -424321.093750 Penalty: 3962.485596
	Iteration 6Q: 3 clusters Score -424321.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -424369.593750 Penalty: 3962.485596
	Iteration 7Q: 3 clusters Score -424369.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -424414.281250 Penalty: 3962.485596
	Iteration 8Q: 3 clusters Score -424414.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -424448.062500 Penalty: 3962.485596
	Iteration 9Q: 3 clusters Score -424448.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -424472.906250 Penalty: 3962.485596
	Iteration 10Q: 3 clusters Score -424472.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -424496.281250 Penalty: 3962.485596
	Iteration 11Q: 3 clusters Score -424496.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -424516.250000 Penalty: 3962.485596
	Iteration 12Q: 3 clusters Score -424516.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -424533.375000 Penalty: 3962.485596
	Iteration 13Q: 3 clusters Score -424533.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -424552.500000 Penalty: 3962.485596
	Iteration 14Q: 3 clusters Score -424552.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -424565.406250 Penalty: 3962.485596
	Iteration 15Q: 3 clusters Score -424565.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -424574.500000 Penalty: 3962.485596
	Iteration 16Q: 3 clusters Score -424574.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -424582.062500 Penalty: 3962.485596
	Iteration 17Q: 3 clusters Score -424582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -424592.468750 Penalty: 3962.485596
	Iteration 18Q: 3 clusters Score -424592.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -424599.625000 Penalty: 3962.485596
	Iteration 19Q: 3 clusters Score -424599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -424605.125000 Penalty: 3962.485596
	Iteration 20F: 3 clusters Score -424605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -424610.656250 Penalty: 3962.485596
	Iteration 21Q: 3 clusters Score -424610.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -424614.375000 Penalty: 3962.485596
	Iteration 22Q: 3 clusters Score -424614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424616.562500 Penalty: 3962.485596
	Iteration 23Q: 3 clusters Score -424616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424618.125000 Penalty: 3962.485596
	Iteration 24Q: 3 clusters Score -424618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -424619.437500 Penalty: 3962.485596
	Iteration 25Q: 3 clusters Score -424619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -424623.843750 Penalty: 3962.485596
	Iteration 26Q: 3 clusters Score -424623.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -424627.875000 Penalty: 3962.485596
	Iteration 27Q: 3 clusters Score -424627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -424629.687500 Penalty: 3962.485596
	Iteration 28Q: 3 clusters Score -424629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -424630.937500 Penalty: 3962.485596
	Iteration 29Q: 3 clusters Score -424630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -424634.250000 Penalty: 3962.485596
	Iteration 30Q: 3 clusters Score -424634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -424636.093750 Penalty: 3962.485596
	Iteration 31Q: 3 clusters Score -424636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -424636.906250 Penalty: 3962.485596
	Iteration 32Q: 3 clusters Score -424636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -424637.843750 Penalty: 3962.485596
	Iteration 33Q: 3 clusters Score -424637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -424640.093750 Penalty: 3962.485596
	Iteration 34Q: 3 clusters Score -424640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -424641.937500 Penalty: 3962.485596
	Iteration 35Q: 3 clusters Score -424641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -424643.718750 Penalty: 3962.485596
	Iteration 36Q: 3 clusters Score -424643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -424644.843750 Penalty: 3962.485596
	Iteration 37Q: 3 clusters Score -424644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -424645.968750 Penalty: 3962.485596
	Iteration 38Q: 3 clusters Score -424646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -424646.937500 Penalty: 3962.485596
	Iteration 39Q: 3 clusters Score -424646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -424648.218750 Penalty: 3962.485596
	Iteration 40F: 3 clusters Score -424648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -424649.093750 Penalty: 3962.485596
	Iteration 41Q: 3 clusters Score -424649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -424650.156250 Penalty: 3962.485596
	Iteration 42Q: 3 clusters Score -424650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -424650.156250 Penalty: 3962.485596
	Iteration 43F: 3 clusters Score -424650.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -1114738.625000 Penalty: 2208.785400
	Iteration 0F: 2 clusters Score -1114739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1108705.375000 Penalty: 4417.570801
	Iteration 0F: 3 clusters Score -1108705 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1110235.875000 Penalty: 4417.570801
	Iteration 1F: 3 clusters Score -1110236 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1110441.000000 Penalty: 4417.570801
	Iteration 2F: 3 clusters Score -1110441 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1110571.250000 Penalty: 4417.570801
	Iteration 3Q: 3 clusters Score -1110571 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1110663.000000 Penalty: 4417.570801
	Iteration 4Q: 3 clusters Score -1110663 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1110750.625000 Penalty: 4417.570801
	Iteration 5Q: 3 clusters Score -1110751 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1110815.375000 Penalty: 4417.570801
	Iteration 6Q: 3 clusters Score -1110815 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1110878.500000 Penalty: 4417.570801
	Iteration 7Q: 3 clusters Score -1110878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1110930.625000 Penalty: 4417.570801
	Iteration 8Q: 3 clusters Score -1110931 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1110990.375000 Penalty: 4417.570801
	Iteration 9Q: 3 clusters Score -1110990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1111056.250000 Penalty: 4417.570801
	Iteration 10Q: 3 clusters Score -1111056 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1111124.625000 Penalty: 4417.570801
	Iteration 11Q: 3 clusters Score -1111125 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1111210.000000 Penalty: 4417.570801
	Iteration 12Q: 3 clusters Score -1111210 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1111293.000000 Penalty: 4417.570801
	Iteration 13Q: 3 clusters Score -1111293 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1111398.375000 Penalty: 4417.570801
	Iteration 14Q: 3 clusters Score -1111398 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1111520.625000 Penalty: 4417.570801
	Iteration 15Q: 3 clusters Score -1111521 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1111659.375000 Penalty: 4417.570801
	Iteration 16Q: 3 clusters Score -1111659 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1111788.875000 Penalty: 4417.570801
	Iteration 17Q: 3 clusters Score -1111789 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1111917.000000 Penalty: 4417.570801
	Iteration 18Q: 3 clusters Score -1111917 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1112029.375000 Penalty: 4417.570801
	Iteration 19Q: 3 clusters Score -1112029 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1112175.250000 Penalty: 4417.570801
	Iteration 20F: 3 clusters Score -1112175 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1112307.000000 Penalty: 4417.570801
	Iteration 21Q: 3 clusters Score -1112307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1112431.875000 Penalty: 4417.570801
	Iteration 22Q: 3 clusters Score -1112432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1112524.000000 Penalty: 4417.570801
	Iteration 23Q: 3 clusters Score -1112524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1112582.625000 Penalty: 4417.570801
	Iteration 24Q: 3 clusters Score -1112583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1112628.500000 Penalty: 4417.570801
	Iteration 25Q: 3 clusters Score -1112628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1112668.250000 Penalty: 4417.570801
	Iteration 26Q: 3 clusters Score -1112668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1112698.875000 Penalty: 4417.570801
	Iteration 27Q: 3 clusters Score -1112699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1112710.625000 Penalty: 4417.570801
	Iteration 28Q: 3 clusters Score -1112711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1112722.625000 Penalty: 4417.570801
	Iteration 29Q: 3 clusters Score -1112723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1112728.750000 Penalty: 4417.570801
	Iteration 30Q: 3 clusters Score -1112729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1112733.125000 Penalty: 4417.570801
	Iteration 31Q: 3 clusters Score -1112733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1112735.250000 Penalty: 4417.570801
	Iteration 32Q: 3 clusters Score -1112735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1112743.250000 Penalty: 4417.570801
	Iteration 33Q: 3 clusters Score -1112743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1112744.625000 Penalty: 4417.570801
	Iteration 34Q: 3 clusters Score -1112745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1112747.375000 Penalty: 4417.570801
	Iteration 35Q: 3 clusters Score -1112747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1112749.250000 Penalty: 4417.570801
	Iteration 36Q: 3 clusters Score -1112749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1112749.250000 Penalty: 4417.570801
	Iteration 37F: 3 clusters Score -1112749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Entering Unmasked Estep 
Score: -7655294.000000 Penalty: 2691.836426
	Iteration 0F: 2 clusters Score -7655294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -7620250.500000 Penalty: 5383.672852
	Iteration 0F: 3 clusters Score -7620250 nChanged 24060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -7633454.500000 Penalty: 5383.672852
	Iteration 1F: 3 clusters Score -7633454 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -7633936.500000 Penalty: 5383.672852
	Iteration 2Q: 3 clusters Score -7633936 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -7634471.000000 Penalty: 5383.672852
	Iteration 3Q: 3 clusters Score -7634471 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -7635139.500000 Penalty: 5383.672852
	Iteration 4Q: 3 clusters Score -7635140 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -7636142.500000 Penalty: 5383.672852
	Iteration 5Q: 3 clusters Score -7636142 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -7637760.000000 Penalty: 5383.672852
	Iteration 6F: 3 clusters Score -7637760 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7640276.500000 Penalty: 5383.672852
	Iteration 7F: 3 clusters Score -7640276 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7643733.000000 Penalty: 5383.672852
	Iteration 8F: 3 clusters Score -7643733 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -7647721.000000 Penalty: 5383.672852
	Iteration 9F: 3 clusters Score -7647721 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -7650735.000000 Penalty: 5383.672852
	Iteration 10F: 3 clusters Score -7650735 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -7652128.500000 Penalty: 5383.672852
	Iteration 11Q: 3 clusters Score -7652128 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -7652617.000000 Penalty: 5383.672852
	Iteration 12Q: 3 clusters Score -7652617 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -7652791.000000 Penalty: 5383.672852
	Iteration 13Q: 3 clusters Score -7652791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -7652842.000000 Penalty: 5383.672852
	Iteration 14Q: 3 clusters Score -7652842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -7652871.500000 Penalty: 5383.672852
	Iteration 15Q: 3 clusters Score -7652872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -7652883.000000 Penalty: 5383.672852
	Iteration 16Q: 3 clusters Score -7652883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -7652896.500000 Penalty: 5383.672852
	Iteration 17Q: 3 clusters Score -7652896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -7652904.000000 Penalty: 5383.672852
	Iteration 18Q: 3 clusters Score -7652904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -7652909.500000 Penalty: 5383.672852
	Iteration 19Q: 3 clusters Score -7652910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -7652911.000000 Penalty: 5383.672852
	Iteration 20F: 3 clusters Score -7652911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -7652911.000000 Penalty: 5383.672852
	Iteration 21Q: 3 clusters Score -7652911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -7652910.500000 Penalty: 5383.672852
	Iteration 22Q: 3 clusters Score -7652910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -7652910.500000 Penalty: 5383.672852
	Iteration 23F: 3 clusters Score -7652910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Entering Unmasked Estep 
Score: -1377975.375000 Penalty: 2271.730469
	Iteration 0F: 2 clusters Score -1377975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1370613.625000 Penalty: 4543.460938
	Iteration 0F: 3 clusters Score -1370614 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1372659.500000 Penalty: 4543.460938
	Iteration 1F: 3 clusters Score -1372660 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1373027.750000 Penalty: 4543.460938
	Iteration 2F: 3 clusters Score -1373028 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1373343.250000 Penalty: 4543.460938
	Iteration 3F: 3 clusters Score -1373343 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1373642.750000 Penalty: 4543.460938
	Iteration 4Q: 3 clusters Score -1373643 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1374014.875000 Penalty: 4543.460938
	Iteration 5F: 3 clusters Score -1374015 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1374378.125000 Penalty: 4543.460938
	Iteration 6F: 3 clusters Score -1374378 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1374797.375000 Penalty: 4543.460938
	Iteration 7F: 3 clusters Score -1374797 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1375206.750000 Penalty: 4543.460938
	Iteration 8F: 3 clusters Score -1375207 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1375584.125000 Penalty: 4543.460938
	Iteration 9F: 3 clusters Score -1375584 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1375949.375000 Penalty: 4543.460938
	Iteration 10Q: 3 clusters Score -1375949 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1376303.625000 Penalty: 4543.460938
	Iteration 11Q: 3 clusters Score -1376304 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1376578.500000 Penalty: 4543.460938
	Iteration 12Q: 3 clusters Score -1376578 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1376811.250000 Penalty: 4543.460938
	Iteration 13Q: 3 clusters Score -1376811 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1376988.625000 Penalty: 4543.460938
	Iteration 14Q: 3 clusters Score -1376989 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1377069.500000 Penalty: 4543.460938
	Iteration 15Q: 3 clusters Score -1377070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1377112.375000 Penalty: 4543.460938
	Iteration 16Q: 3 clusters Score -1377112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1377139.625000 Penalty: 4543.460938
	Iteration 17Q: 3 clusters Score -1377140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1377158.875000 Penalty: 4543.460938
	Iteration 18Q: 3 clusters Score -1377159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1377167.500000 Penalty: 4543.460938
	Iteration 19Q: 3 clusters Score -1377168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1377181.875000 Penalty: 4543.460938
	Iteration 20F: 3 clusters Score -1377182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1377191.000000 Penalty: 4543.460938
	Iteration 21Q: 3 clusters Score -1377191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1377195.000000 Penalty: 4543.460938
	Iteration 22Q: 3 clusters Score -1377195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1377202.125000 Penalty: 4543.460938
	Iteration 23Q: 3 clusters Score -1377202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1377206.500000 Penalty: 4543.460938
	Iteration 24Q: 3 clusters Score -1377206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1377210.250000 Penalty: 4543.460938
	Iteration 25Q: 3 clusters Score -1377210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1377208.375000 Penalty: 4543.460938
	Iteration 26Q: 3 clusters Score -1377208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1377216.375000 Penalty: 4543.460938
	Iteration 27Q: 3 clusters Score -1377216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1377219.750000 Penalty: 4543.460938
	Iteration 28Q: 3 clusters Score -1377220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1377221.000000 Penalty: 4543.460938
	Iteration 29Q: 3 clusters Score -1377221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1377224.000000 Penalty: 4543.460938
	Iteration 30Q: 3 clusters Score -1377224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1377225.375000 Penalty: 4543.460938
	Iteration 31Q: 3 clusters Score -1377225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1377226.875000 Penalty: 4543.460938
	Iteration 32Q: 3 clusters Score -1377227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1377229.625000 Penalty: 4543.460938
	Iteration 33Q: 3 clusters Score -1377230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1377230.500000 Penalty: 4543.460938
	Iteration 34Q: 3 clusters Score -1377230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1377230.500000 Penalty: 4543.460938
	Iteration 35F: 3 clusters Score -1377230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Entering Unmasked Estep 
Score: -2139948.000000 Penalty: 2377.557617
	Iteration 0F: 2 clusters Score -2139948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2129312.000000 Penalty: 4755.115234
	Iteration 0F: 3 clusters Score -2129312 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2132640.750000 Penalty: 4755.115234
	Iteration 1F: 3 clusters Score -2132641 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2132975.250000 Penalty: 4755.115234
	Iteration 2F: 3 clusters Score -2132975 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2133249.000000 Penalty: 4755.115234
	Iteration 3Q: 3 clusters Score -2133249 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2133470.500000 Penalty: 4755.115234
	Iteration 4Q: 3 clusters Score -2133470 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2133682.250000 Penalty: 4755.115234
	Iteration 5Q: 3 clusters Score -2133682 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2133865.000000 Penalty: 4755.115234
	Iteration 6Q: 3 clusters Score -2133865 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2134044.250000 Penalty: 4755.115234
	Iteration 7Q: 3 clusters Score -2134044 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2134221.250000 Penalty: 4755.115234
	Iteration 8Q: 3 clusters Score -2134221 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2134421.000000 Penalty: 4755.115234
	Iteration 9Q: 3 clusters Score -2134421 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2134638.250000 Penalty: 4755.115234
	Iteration 10Q: 3 clusters Score -2134638 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2134896.750000 Penalty: 4755.115234
	Iteration 11Q: 3 clusters Score -2134897 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2135181.500000 Penalty: 4755.115234
	Iteration 12Q: 3 clusters Score -2135182 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2135507.250000 Penalty: 4755.115234
	Iteration 13Q: 3 clusters Score -2135507 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2135839.000000 Penalty: 4755.115234
	Iteration 14Q: 3 clusters Score -2135839 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2136165.250000 Penalty: 4755.115234
	Iteration 15Q: 3 clusters Score -2136165 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2136479.250000 Penalty: 4755.115234
	Iteration 16Q: 3 clusters Score -2136479 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2136744.750000 Penalty: 4755.115234
	Iteration 17Q: 3 clusters Score -2136745 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2137007.250000 Penalty: 4755.115234
	Iteration 18Q: 3 clusters Score -2137007 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2137224.250000 Penalty: 4755.115234
	Iteration 19Q: 3 clusters Score -2137224 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2137397.250000 Penalty: 4755.115234
	Iteration 20F: 3 clusters Score -2137397 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2137531.000000 Penalty: 4755.115234
	Iteration 21Q: 3 clusters Score -2137531 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2137648.750000 Penalty: 4755.115234
	Iteration 22Q: 3 clusters Score -2137649 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2137724.750000 Penalty: 4755.115234
	Iteration 23Q: 3 clusters Score -2137725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2137777.500000 Penalty: 4755.115234
	Iteration 24Q: 3 clusters Score -2137778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2137824.000000 Penalty: 4755.115234
	Iteration 25Q: 3 clusters Score -2137824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2137849.000000 Penalty: 4755.115234
	Iteration 26Q: 3 clusters Score -2137849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2137870.500000 Penalty: 4755.115234
	Iteration 27Q: 3 clusters Score -2137870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2137879.250000 Penalty: 4755.115234
	Iteration 28Q: 3 clusters Score -2137879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2137885.750000 Penalty: 4755.115234
	Iteration 29Q: 3 clusters Score -2137886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2137893.500000 Penalty: 4755.115234
	Iteration 30Q: 3 clusters Score -2137894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2137891.750000 Penalty: 4755.115234
	Iteration 31Q: 3 clusters Score -2137892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2137891.750000 Penalty: 4755.115234
	Iteration 32Q: 3 clusters Score -2137892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2137896.000000 Penalty: 4755.115234
	Iteration 33Q: 3 clusters Score -2137896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2137907.000000 Penalty: 4755.115234
	Iteration 34Q: 3 clusters Score -2137907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2137917.750000 Penalty: 4755.115234
	Iteration 35Q: 3 clusters Score -2137918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2137930.250000 Penalty: 4755.115234
	Iteration 36Q: 3 clusters Score -2137930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2137936.000000 Penalty: 4755.115234
	Iteration 37Q: 3 clusters Score -2137936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2137945.500000 Penalty: 4755.115234
	Iteration 38Q: 3 clusters Score -2137946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2137951.250000 Penalty: 4755.115234
	Iteration 39Q: 3 clusters Score -2137951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2137958.250000 Penalty: 4755.115234
	Iteration 40F: 3 clusters Score -2137958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2137960.250000 Penalty: 4755.115234
	Iteration 41Q: 3 clusters Score -2137960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2137964.500000 Penalty: 4755.115234
	Iteration 42Q: 3 clusters Score -2137964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2137970.750000 Penalty: 4755.115234
	Iteration 43Q: 3 clusters Score -2137971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2137969.000000 Penalty: 4755.115234
	Iteration 44Q: 3 clusters Score -2137969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2137971.250000 Penalty: 4755.115234
	Iteration 45Q: 3 clusters Score -2137971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2137971.250000 Penalty: 4755.115234
	Iteration 46F: 3 clusters Score -2137971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Entering Unmasked Estep 
Score: -9739412.000000 Penalty: 2752.131592
	Iteration 0F: 2 clusters Score -9739412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -9695360.000000 Penalty: 5504.263184
	Iteration 0F: 3 clusters Score -9695360 nChanged 30590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -9712708.000000 Penalty: 5504.263184
	Iteration 1F: 3 clusters Score -9712708 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -9713670.000000 Penalty: 5504.263184
	Iteration 2Q: 3 clusters Score -9713670 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -9715063.000000 Penalty: 5504.263184
	Iteration 3Q: 3 clusters Score -9715063 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -9717112.000000 Penalty: 5504.263184
	Iteration 4F: 3 clusters Score -9717112 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -9719689.000000 Penalty: 5504.263184
	Iteration 5F: 3 clusters Score -9719689 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -9722542.000000 Penalty: 5504.263184
	Iteration 6F: 3 clusters Score -9722542 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -9725476.000000 Penalty: 5504.263184
	Iteration 7F: 3 clusters Score -9725476 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -9728406.000000 Penalty: 5504.263184
	Iteration 8F: 3 clusters Score -9728406 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -9731108.000000 Penalty: 5504.263184
	Iteration 9F: 3 clusters Score -9731108 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -9733189.000000 Penalty: 5504.263184
	Iteration 10Q: 3 clusters Score -9733189 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -9734615.000000 Penalty: 5504.263184
	Iteration 11Q: 3 clusters Score -9734615 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -9735564.000000 Penalty: 5504.263184
	Iteration 12Q: 3 clusters Score -9735564 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -9736095.000000 Penalty: 5504.263184
	Iteration 13Q: 3 clusters Score -9736095 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -9736504.000000 Penalty: 5504.263184
	Iteration 14Q: 3 clusters Score -9736504 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -9736676.000000 Penalty: 5504.263184
	Iteration 15Q: 3 clusters Score -9736676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -9736778.000000 Penalty: 5504.263184
	Iteration 16Q: 3 clusters Score -9736778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -9736854.000000 Penalty: 5504.263184
	Iteration 17Q: 3 clusters Score -9736854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -9736908.000000 Penalty: 5504.263184
	Iteration 18Q: 3 clusters Score -9736908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -9736921.000000 Penalty: 5504.263184
	Iteration 19Q: 3 clusters Score -9736921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -9736939.000000 Penalty: 5504.263184
	Iteration 20F: 3 clusters Score -9736939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -9736949.000000 Penalty: 5504.263184
	Iteration 21Q: 3 clusters Score -9736949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -9736949.000000 Penalty: 5504.263184
	Iteration 22Q: 3 clusters Score -9736949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -9736943.000000 Penalty: 5504.263184
	Iteration 23Q: 3 clusters Score -9736943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -9736943.000000 Penalty: 5504.263184
	Iteration 24Q: 3 clusters Score -9736943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -9736946.000000 Penalty: 5504.263184
	Iteration 25Q: 3 clusters Score -9736946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -9736951.000000 Penalty: 5504.263184
	Iteration 26Q: 3 clusters Score -9736951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -9736956.000000 Penalty: 5504.263184
	Iteration 27Q: 3 clusters Score -9736956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -9736962.000000 Penalty: 5504.263184
	Iteration 28Q: 3 clusters Score -9736962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -9736956.000000 Penalty: 5504.263184
	Iteration 29Q: 3 clusters Score -9736956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -9736962.000000 Penalty: 5504.263184
	Iteration 30Q: 3 clusters Score -9736962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -9736975.000000 Penalty: 5504.263184
	Iteration 31Q: 3 clusters Score -9736975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -9736979.000000 Penalty: 5504.263184
	Iteration 32Q: 3 clusters Score -9736979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -9736983.000000 Penalty: 5504.263184
	Iteration 33Q: 3 clusters Score -9736983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -9736986.000000 Penalty: 5504.263184
	Iteration 34Q: 3 clusters Score -9736986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -9736975.000000 Penalty: 5504.263184
	Iteration 35Q: 3 clusters Score -9736975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -9736980.000000 Penalty: 5504.263184
	Iteration 36Q: 3 clusters Score -9736980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -9736990.000000 Penalty: 5504.263184
	Iteration 37Q: 3 clusters Score -9736990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -9737007.000000 Penalty: 5504.263184
	Iteration 38Q: 3 clusters Score -9737007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -9737004.000000 Penalty: 5504.263184
	Iteration 39Q: 3 clusters Score -9737004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -9737005.000000 Penalty: 5504.263184
	Iteration 40F: 3 clusters Score -9737005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -9737010.000000 Penalty: 5504.263184
	Iteration 41Q: 3 clusters Score -9737010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -9737016.000000 Penalty: 5504.263184
	Iteration 42Q: 3 clusters Score -9737016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9737011.000000 Penalty: 5504.263184
	Iteration 43Q: 3 clusters Score -9737011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -9737016.000000 Penalty: 5504.263184
	Iteration 44Q: 3 clusters Score -9737016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -9737014.000000 Penalty: 5504.263184
	Iteration 45Q: 3 clusters Score -9737014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -9737014.000000 Penalty: 5504.263184
	Iteration 46F: 3 clusters Score -9737014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -123012.312500 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -123012.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121217.046875 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -121217 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -121909.656250 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -121909.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122249.554688 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -122249.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -122593.257812 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -122593.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -122840.796875 Penalty: 3430.198730
	Iteration 4F: 3 clusters Score -122840.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122991.234375 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -122991.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -123080.492188 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -123080.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123169.703125 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -123169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -123255.937500 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -123255.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123333.125000 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -123333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -123411.960938 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -123412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123450.757812 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -123450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123485.539062 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -123485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -123511.203125 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -123511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -123536.304688 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -123536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123571.093750 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -123571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -123600.281250 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -123600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123641.210938 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -123641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123752.804688 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -123752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123788.101562 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -123788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123885.218750 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -123885.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124215.062500 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -124215.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124531.148438 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -124531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124558.390625 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -124558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124580.031250 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -124580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -124586.882812 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -124586.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -124594.367188 Penalty: 3430.198730
	Iteration 26F: 3 clusters Score -124594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125768.406250 Penalty: 3430.198730
	Iteration 27Q: 3 clusters Score -125768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125972.671875 Penalty: 3430.198730
	Iteration 28Q: 3 clusters Score -125972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125990.046875 Penalty: 3430.198730
	Iteration 29Q: 3 clusters Score -125990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126008.585938 Penalty: 3430.198730
	Iteration 30Q: 3 clusters Score -126008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -126018.765625 Penalty: 3430.198730
	Iteration 31Q: 3 clusters Score -126018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -126026.921875 Penalty: 3430.198730
	Iteration 32Q: 3 clusters Score -126026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -126041.492188 Penalty: 3430.198730
	Iteration 33Q: 3 clusters Score -126041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126046.679688 Penalty: 3430.198730
	Iteration 34Q: 3 clusters Score -126046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126051.453125 Penalty: 3430.198730
	Iteration 35Q: 3 clusters Score -126051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126064.734375 Penalty: 3430.198730
	Iteration 36F: 3 clusters Score -126064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -126115.515625 Penalty: 3430.198730
	Iteration 37Q: 3 clusters Score -126115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -126146.281250 Penalty: 3430.198730
	Iteration 38Q: 3 clusters Score -126146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126181.382812 Penalty: 3430.198730
	Iteration 39Q: 3 clusters Score -126181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126233.000000 Penalty: 3430.198730
	Iteration 40F: 3 clusters Score -126233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126297.375000 Penalty: 3430.198730
	Iteration 41Q: 3 clusters Score -126297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -126332.257812 Penalty: 3430.198730
	Iteration 42Q: 3 clusters Score -126332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126399.265625 Penalty: 3430.198730
	Iteration 43Q: 3 clusters Score -126399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126462.210938 Penalty: 3430.198730
	Iteration 44Q: 3 clusters Score -126462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126472.984375 Penalty: 3430.198730
	Iteration 45F: 3 clusters Score -126473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -126514.781250 Penalty: 3430.198730
	Iteration 46Q: 3 clusters Score -126514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -126514.781250 Penalty: 3430.198730
	Iteration 47F: 3 clusters Score -126514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 6244 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 11420 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 51750 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 65993 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46452 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11796 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157172 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1448 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 170255 members 
Mstep: Class 33 contains 43361 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 388 members 
Entering Unmasked Estep 
Score: -95468664.000000 Penalty: 116329.945312
Splitting cluster 14 changes total score from -95463632.000000 to -95468664.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -16740.677734 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -16740.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15860.755859 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -15860.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15943.909180 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -15943.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16058.889648 Penalty: 2481.957275
	Iteration 2F: 3 clusters Score -16058.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16156.157227 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -16156.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16184.330078 Penalty: 2481.957275
	Iteration 4Q: 3 clusters Score -16184.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16196.620117 Penalty: 2481.957275
	Iteration 5Q: 3 clusters Score -16196.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16203.643555 Penalty: 2481.957275
	Iteration 6Q: 3 clusters Score -16203.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16213.534180 Penalty: 2481.957275
	Iteration 7Q: 3 clusters Score -16213.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16213.534180 Penalty: 2481.957275
	Iteration 8F: 3 clusters Score -16213.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -132610.000000 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -132610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -130738.578125 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -130738.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131000.351562 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -131000.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131079.515625 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -131079.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131117.593750 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -131117.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131138.328125 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -131138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -131150.671875 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -131150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -131156.750000 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -131156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131160.375000 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -131160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -131161.453125 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -131161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -131161.453125 Penalty: 3393.441406
	Iteration 9F: 3 clusters Score -131161.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Entering Unmasked Estep 
Score: -6815944.000000 Penalty: 2665.051270
	Iteration 0F: 2 clusters Score -6815944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -6784619.000000 Penalty: 5330.102539
	Iteration 0F: 3 clusters Score -6784619 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -6796612.000000 Penalty: 5330.102539
	Iteration 1F: 3 clusters Score -6796612 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -6797384.000000 Penalty: 5330.102539
	Iteration 2Q: 3 clusters Score -6797384 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -6798343.500000 Penalty: 5330.102539
	Iteration 3Q: 3 clusters Score -6798344 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -6799464.500000 Penalty: 5330.102539
	Iteration 4Q: 3 clusters Score -6799464 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -6800809.500000 Penalty: 5330.102539
	Iteration 5F: 3 clusters Score -6800810 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -6802332.500000 Penalty: 5330.102539
	Iteration 6F: 3 clusters Score -6802332 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -6803953.500000 Penalty: 5330.102539
	Iteration 7F: 3 clusters Score -6803954 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -6805426.000000 Penalty: 5330.102539
	Iteration 8F: 3 clusters Score -6805426 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6806601.500000 Penalty: 5330.102539
	Iteration 9Q: 3 clusters Score -6806602 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -6807513.000000 Penalty: 5330.102539
	Iteration 10Q: 3 clusters Score -6807513 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -6808207.000000 Penalty: 5330.102539
	Iteration 11Q: 3 clusters Score -6808207 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -6808692.000000 Penalty: 5330.102539
	Iteration 12Q: 3 clusters Score -6808692 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -6809071.000000 Penalty: 5330.102539
	Iteration 13Q: 3 clusters Score -6809071 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -6809403.000000 Penalty: 5330.102539
	Iteration 14Q: 3 clusters Score -6809403 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -6809743.000000 Penalty: 5330.102539
	Iteration 15Q: 3 clusters Score -6809743 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -6810010.000000 Penalty: 5330.102539
	Iteration 16Q: 3 clusters Score -6810010 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -6810299.000000 Penalty: 5330.102539
	Iteration 17Q: 3 clusters Score -6810299 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -6810543.500000 Penalty: 5330.102539
	Iteration 18Q: 3 clusters Score -6810544 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -6810697.000000 Penalty: 5330.102539
	Iteration 19Q: 3 clusters Score -6810697 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -6810851.500000 Penalty: 5330.102539
	Iteration 20F: 3 clusters Score -6810852 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -6810987.000000 Penalty: 5330.102539
	Iteration 21Q: 3 clusters Score -6810987 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -6811076.500000 Penalty: 5330.102539
	Iteration 22Q: 3 clusters Score -6811076 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -6811165.000000 Penalty: 5330.102539
	Iteration 23Q: 3 clusters Score -6811165 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -6811239.000000 Penalty: 5330.102539
	Iteration 24Q: 3 clusters Score -6811239 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -6811289.000000 Penalty: 5330.102539
	Iteration 25Q: 3 clusters Score -6811289 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6811376.500000 Penalty: 5330.102539
	Iteration 26Q: 3 clusters Score -6811376 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -6811367.000000 Penalty: 5330.102539
	Iteration 27Q: 3 clusters Score -6811367 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -6811384.000000 Penalty: 5330.102539
	Iteration 28Q: 3 clusters Score -6811384 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6811409.500000 Penalty: 5330.102539
	Iteration 29Q: 3 clusters Score -6811410 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -6811424.500000 Penalty: 5330.102539
	Iteration 30Q: 3 clusters Score -6811424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -6811423.000000 Penalty: 5330.102539
	Iteration 31Q: 3 clusters Score -6811423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6811423.500000 Penalty: 5330.102539
	Iteration 32Q: 3 clusters Score -6811424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -6811417.000000 Penalty: 5330.102539
	Iteration 33Q: 3 clusters Score -6811417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -6811435.500000 Penalty: 5330.102539
	Iteration 34Q: 3 clusters Score -6811436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6811424.000000 Penalty: 5330.102539
	Iteration 35Q: 3 clusters Score -6811424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -6811421.500000 Penalty: 5330.102539
	Iteration 36Q: 3 clusters Score -6811422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -6811434.500000 Penalty: 5330.102539
	Iteration 37Q: 3 clusters Score -6811434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -6811427.500000 Penalty: 5330.102539
	Iteration 38Q: 3 clusters Score -6811428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -6811435.500000 Penalty: 5330.102539
	Iteration 39Q: 3 clusters Score -6811436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -6811449.000000 Penalty: 5330.102539
	Iteration 40F: 3 clusters Score -6811449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -6811450.000000 Penalty: 5330.102539
	Iteration 41Q: 3 clusters Score -6811450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -6811442.500000 Penalty: 5330.102539
	Iteration 42Q: 3 clusters Score -6811442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -6811432.000000 Penalty: 5330.102539
	Iteration 43Q: 3 clusters Score -6811432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -6811445.000000 Penalty: 5330.102539
	Iteration 44Q: 3 clusters Score -6811445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -6811461.500000 Penalty: 5330.102539
	Iteration 45Q: 3 clusters Score -6811462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -6811453.500000 Penalty: 5330.102539
	Iteration 46Q: 3 clusters Score -6811454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -6811455.000000 Penalty: 5330.102539
	Iteration 47Q: 3 clusters Score -6811455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -6811468.500000 Penalty: 5330.102539
	Iteration 48Q: 3 clusters Score -6811468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -6811472.000000 Penalty: 5330.102539
	Iteration 49Q: 3 clusters Score -6811472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -6811476.500000 Penalty: 5330.102539
	Iteration 50Q: 3 clusters Score -6811476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -6811471.500000 Penalty: 5330.102539
	Iteration 51Q: 3 clusters Score -6811472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -6811488.000000 Penalty: 5330.102539
	Iteration 52Q: 3 clusters Score -6811488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -6811492.000000 Penalty: 5330.102539
	Iteration 53Q: 3 clusters Score -6811492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -6811487.500000 Penalty: 5330.102539
	Iteration 54Q: 3 clusters Score -6811488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -6811495.000000 Penalty: 5330.102539
	Iteration 55Q: 3 clusters Score -6811495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -6811486.000000 Penalty: 5330.102539
	Iteration 56Q: 3 clusters Score -6811486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -6811508.500000 Penalty: 5330.102539
	Iteration 57Q: 3 clusters Score -6811508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6811512.000000 Penalty: 5330.102539
	Iteration 58Q: 3 clusters Score -6811512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -6811517.500000 Penalty: 5330.102539
	Iteration 59Q: 3 clusters Score -6811518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -6811514.500000 Penalty: 5330.102539
	Iteration 60F: 3 clusters Score -6811514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -6811519.500000 Penalty: 5330.102539
	Iteration 61Q: 3 clusters Score -6811520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -6811526.000000 Penalty: 5330.102539
	Iteration 62Q: 3 clusters Score -6811526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -6811529.500000 Penalty: 5330.102539
	Iteration 63Q: 3 clusters Score -6811530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -6811520.500000 Penalty: 5330.102539
	Iteration 64Q: 3 clusters Score -6811520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -6811533.000000 Penalty: 5330.102539
	Iteration 65Q: 3 clusters Score -6811533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -6811528.000000 Penalty: 5330.102539
	Iteration 66Q: 3 clusters Score -6811528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -6811537.000000 Penalty: 5330.102539
	Iteration 67Q: 3 clusters Score -6811537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -6811547.000000 Penalty: 5330.102539
	Iteration 68Q: 3 clusters Score -6811547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -6811557.000000 Penalty: 5330.102539
	Iteration 69Q: 3 clusters Score -6811557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -6811557.000000 Penalty: 5330.102539
	Iteration 70Q: 3 clusters Score -6811557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -6811572.500000 Penalty: 5330.102539
	Iteration 71Q: 3 clusters Score -6811572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -6811572.500000 Penalty: 5330.102539
	Iteration 72Q: 3 clusters Score -6811572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -6811593.500000 Penalty: 5330.102539
	Iteration 73Q: 3 clusters Score -6811594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -6811592.500000 Penalty: 5330.102539
	Iteration 74Q: 3 clusters Score -6811592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -6811584.000000 Penalty: 5330.102539
	Iteration 75Q: 3 clusters Score -6811584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -6811586.500000 Penalty: 5330.102539
	Iteration 76Q: 3 clusters Score -6811586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -6811578.500000 Penalty: 5330.102539
	Iteration 77Q: 3 clusters Score -6811578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -6811585.500000 Penalty: 5330.102539
	Iteration 78Q: 3 clusters Score -6811586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -6811583.000000 Penalty: 5330.102539
	Iteration 79Q: 3 clusters Score -6811583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -6811589.000000 Penalty: 5330.102539
	Iteration 80F: 3 clusters Score -6811589 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -6811610.500000 Penalty: 5330.102539
	Iteration 81Q: 3 clusters Score -6811610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -6811615.000000 Penalty: 5330.102539
	Iteration 82Q: 3 clusters Score -6811615 nChanged 64
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Mstep: Class 1 contains 33428 members 
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Mstep: Class 1 contains 33618 members 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6814084.500000 Penalty: 5330.102539
	Iteration 176Q: 3 clusters Score -6814084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6814093.500000 Penalty: 5330.102539
	Iteration 177Q: 3 clusters Score -6814094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6814092.000000 Penalty: 5330.102539
	Iteration 178Q: 3 clusters Score -6814092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6814092.000000 Penalty: 5330.102539
	Iteration 179Q: 3 clusters Score -6814092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6814096.500000 Penalty: 5330.102539
	Iteration 180F: 3 clusters Score -6814096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6814101.500000 Penalty: 5330.102539
	Iteration 181Q: 3 clusters Score -6814102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6814112.000000 Penalty: 5330.102539
	Iteration 182Q: 3 clusters Score -6814112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6814124.000000 Penalty: 5330.102539
	Iteration 183Q: 3 clusters Score -6814124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6814136.000000 Penalty: 5330.102539
	Iteration 184Q: 3 clusters Score -6814136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6814128.500000 Penalty: 5330.102539
	Iteration 185Q: 3 clusters Score -6814128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6814142.500000 Penalty: 5330.102539
	Iteration 186Q: 3 clusters Score -6814142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6814136.000000 Penalty: 5330.102539
	Iteration 187Q: 3 clusters Score -6814136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6814142.000000 Penalty: 5330.102539
	Iteration 188Q: 3 clusters Score -6814142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6814141.000000 Penalty: 5330.102539
	Iteration 189Q: 3 clusters Score -6814141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6814133.000000 Penalty: 5330.102539
	Iteration 190Q: 3 clusters Score -6814133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6814134.000000 Penalty: 5330.102539
	Iteration 191Q: 3 clusters Score -6814134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6814134.000000 Penalty: 5330.102539
	Iteration 192F: 3 clusters Score -6814134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -50861.132812 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -50861.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49439.343750 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -49439.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49590.214844 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -49590.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49632.367188 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -49632.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49655.726562 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -49655.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49679.085938 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -49679.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49701.347656 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -49701.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49721.753906 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -49721.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49749.261719 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -49749.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49771.679688 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -49771.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49777.316406 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -49777.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49779.468750 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -49779.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49783.808594 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -49783.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49792.878906 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -49792.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49796.460938 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -49796.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49799.878906 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -49799.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49804.296875 Penalty: 2966.781494
	Iteration 15Q: 3 clusters Score -49804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49806.378906 Penalty: 2966.781494
	Iteration 16Q: 3 clusters Score -49806.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49806.378906 Penalty: 2966.781494
	Iteration 17F: 3 clusters Score -49806.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Entering Unmasked Estep 
Score: -1490913.500000 Penalty: 2325.127930
	Iteration 0F: 2 clusters Score -1490914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1482071.625000 Penalty: 4650.255859
	Iteration 0F: 3 clusters Score -1482072 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1484893.125000 Penalty: 4650.255859
	Iteration 1F: 3 clusters Score -1484893 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1485370.625000 Penalty: 4650.255859
	Iteration 2F: 3 clusters Score -1485371 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1485780.000000 Penalty: 4650.255859
	Iteration 3F: 3 clusters Score -1485780 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1486177.375000 Penalty: 4650.255859
	Iteration 4F: 3 clusters Score -1486177 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1486561.375000 Penalty: 4650.255859
	Iteration 5F: 3 clusters Score -1486561 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1486924.625000 Penalty: 4650.255859
	Iteration 6Q: 3 clusters Score -1486925 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1487254.625000 Penalty: 4650.255859
	Iteration 7Q: 3 clusters Score -1487255 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1487579.250000 Penalty: 4650.255859
	Iteration 8Q: 3 clusters Score -1487579 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1487861.875000 Penalty: 4650.255859
	Iteration 9Q: 3 clusters Score -1487862 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1488098.375000 Penalty: 4650.255859
	Iteration 10Q: 3 clusters Score -1488098 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1488322.625000 Penalty: 4650.255859
	Iteration 11Q: 3 clusters Score -1488323 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1488500.375000 Penalty: 4650.255859
	Iteration 12Q: 3 clusters Score -1488500 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1488659.000000 Penalty: 4650.255859
	Iteration 13Q: 3 clusters Score -1488659 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1488793.875000 Penalty: 4650.255859
	Iteration 14Q: 3 clusters Score -1488794 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1488903.375000 Penalty: 4650.255859
	Iteration 15Q: 3 clusters Score -1488903 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1488993.000000 Penalty: 4650.255859
	Iteration 16Q: 3 clusters Score -1488993 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1489070.000000 Penalty: 4650.255859
	Iteration 17Q: 3 clusters Score -1489070 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1489154.375000 Penalty: 4650.255859
	Iteration 18Q: 3 clusters Score -1489154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1489206.125000 Penalty: 4650.255859
	Iteration 19Q: 3 clusters Score -1489206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1489256.625000 Penalty: 4650.255859
	Iteration 20F: 3 clusters Score -1489257 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1489307.875000 Penalty: 4650.255859
	Iteration 21Q: 3 clusters Score -1489308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1489355.250000 Penalty: 4650.255859
	Iteration 22Q: 3 clusters Score -1489355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1489391.125000 Penalty: 4650.255859
	Iteration 23Q: 3 clusters Score -1489391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1489430.500000 Penalty: 4650.255859
	Iteration 24Q: 3 clusters Score -1489430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1489477.375000 Penalty: 4650.255859
	Iteration 25Q: 3 clusters Score -1489477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1489511.125000 Penalty: 4650.255859
	Iteration 26Q: 3 clusters Score -1489511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1489536.750000 Penalty: 4650.255859
	Iteration 27Q: 3 clusters Score -1489537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1489567.625000 Penalty: 4650.255859
	Iteration 28Q: 3 clusters Score -1489568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1489596.875000 Penalty: 4650.255859
	Iteration 29Q: 3 clusters Score -1489597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1489621.250000 Penalty: 4650.255859
	Iteration 30Q: 3 clusters Score -1489621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1489632.875000 Penalty: 4650.255859
	Iteration 31Q: 3 clusters Score -1489633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1489645.250000 Penalty: 4650.255859
	Iteration 32Q: 3 clusters Score -1489645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1489650.625000 Penalty: 4650.255859
	Iteration 33Q: 3 clusters Score -1489651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1489653.000000 Penalty: 4650.255859
	Iteration 34Q: 3 clusters Score -1489653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1489657.375000 Penalty: 4650.255859
	Iteration 35Q: 3 clusters Score -1489657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1489657.875000 Penalty: 4650.255859
	Iteration 36Q: 3 clusters Score -1489658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1489662.000000 Penalty: 4650.255859
	Iteration 37Q: 3 clusters Score -1489662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1489664.125000 Penalty: 4650.255859
	Iteration 38Q: 3 clusters Score -1489664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1489666.875000 Penalty: 4650.255859
	Iteration 39Q: 3 clusters Score -1489667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1489667.875000 Penalty: 4650.255859
	Iteration 40F: 3 clusters Score -1489668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1489669.000000 Penalty: 4650.255859
	Iteration 41Q: 3 clusters Score -1489669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1489670.125000 Penalty: 4650.255859
	Iteration 42Q: 3 clusters Score -1489670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1489667.625000 Penalty: 4650.255859
	Iteration 43Q: 3 clusters Score -1489668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1489669.375000 Penalty: 4650.255859
	Iteration 44Q: 3 clusters Score -1489669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1489670.375000 Penalty: 4650.255859
	Iteration 45Q: 3 clusters Score -1489670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1489670.375000 Penalty: 4650.255859
	Iteration 46F: 3 clusters Score -1489670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -44704.832031 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -44704.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43272.867188 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -43272.87 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43446.546875 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -43446.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43509.660156 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -43509.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43536.062500 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -43536.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43562.253906 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -43562.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43573.531250 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -43573.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43589.878906 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -43589.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43601.250000 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -43601.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43601.250000 Penalty: 3034.576172
	Iteration 8F: 3 clusters Score -43601.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -55687.113281 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -55687.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54266.644531 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -54266.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54413.144531 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -54413.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54479.488281 Penalty: 2990.026123
	Iteration 2Q: 3 clusters Score -54479.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54508.523438 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -54508.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54536.207031 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -54536.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54568.957031 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -54568.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54603.589844 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -54603.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54623.851562 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -54623.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54627.394531 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -54627.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54627.394531 Penalty: 2990.026123
	Iteration 9F: 3 clusters Score -54627.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -535868.312500 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -535868.3 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 1777 members 
Entering Unmasked Estep 
Score: -532177.562500 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -532177.6 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -532992.812500 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -532992.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -533206.375000 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -533206.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -533353.687500 Penalty: 4068.159668
	Iteration 3F: 3 clusters Score -533353.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -533445.937500 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -533445.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -533528.500000 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -533528.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -533604.937500 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -533604.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -533679.125000 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -533679.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -533737.062500 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -533737.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -533781.312500 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -533781.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -533815.687500 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -533815.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -533839.937500 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -533839.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -533864.125000 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -533864.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -533892.125000 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -533892.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -533928.250000 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -533928.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -533971.812500 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -533971.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -534025.437500 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -534025.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -534081.625000 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -534081.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -534138.812500 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -534138.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -534200.375000 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -534200.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -534256.812500 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -534256.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -534304.000000 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -534304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -534352.187500 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -534352.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -534393.687500 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -534393.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -534447.375000 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -534447.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -534509.625000 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -534509.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -534567.687500 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -534567.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -534620.062500 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -534620.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -534692.812500 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -534692.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -534764.562500 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -534764.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -534828.125000 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -534828.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -534888.375000 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -534888.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -534923.375000 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -534923.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -534954.562500 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -534954.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -534980.375000 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -534980.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -534998.312500 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -534998.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -535006.250000 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -535006.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -535013.062500 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -535013.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -535018.375000 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -535018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -535020.312500 Penalty: 4068.159668
	Iteration 39Q: 3 clusters Score -535020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -535022.437500 Penalty: 4068.159668
	Iteration 40F: 3 clusters Score -535022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -535021.937500 Penalty: 4068.159668
	Iteration 41Q: 3 clusters Score -535021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -535021.937500 Penalty: 4068.159668
	Iteration 42F: 3 clusters Score -535021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Entering Unmasked Estep 
Score: -23481484.000000 Penalty: 2967.343994
	Iteration 0F: 2 clusters Score -2.348148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -23379972.000000 Penalty: 5934.687988
	Iteration 0F: 3 clusters Score -2.337997e+07 nChanged 75423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -23424170.000000 Penalty: 5934.687988
	Iteration 1F: 3 clusters Score -2.342417e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -23425774.000000 Penalty: 5934.687988
	Iteration 2Q: 3 clusters Score -2.342577e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -23428096.000000 Penalty: 5934.687988
	Iteration 3Q: 3 clusters Score -2.34281e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -23431536.000000 Penalty: 5934.687988
	Iteration 4Q: 3 clusters Score -2.343154e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -23436312.000000 Penalty: 5934.687988
	Iteration 5F: 3 clusters Score -2.343631e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -23442838.000000 Penalty: 5934.687988
	Iteration 6F: 3 clusters Score -2.344284e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -23451434.000000 Penalty: 5934.687988
	Iteration 7F: 3 clusters Score -2.345143e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -23460416.000000 Penalty: 5934.687988
	Iteration 8F: 3 clusters Score -2.346042e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -23466124.000000 Penalty: 5934.687988
	Iteration 9F: 3 clusters Score -2.346612e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -23468644.000000 Penalty: 5934.687988
	Iteration 10Q: 3 clusters Score -2.346864e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -23469774.000000 Penalty: 5934.687988
	Iteration 11Q: 3 clusters Score -2.346977e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -23470966.000000 Penalty: 5934.687988
	Iteration 12Q: 3 clusters Score -2.347097e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -23471946.000000 Penalty: 5934.687988
	Iteration 13Q: 3 clusters Score -2.347195e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 104684 members 
Entering Unmasked Estep 
Score: -23472952.000000 Penalty: 5934.687988
	Iteration 14Q: 3 clusters Score -2.347295e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -23473984.000000 Penalty: 5934.687988
	Iteration 15Q: 3 clusters Score -2.347398e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -23474888.000000 Penalty: 5934.687988
	Iteration 16Q: 3 clusters Score -2.347489e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 110711 members 
Entering Unmasked Estep 
Score: -23475654.000000 Penalty: 5934.687988
	Iteration 17Q: 3 clusters Score -2.347565e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -23476214.000000 Penalty: 5934.687988
	Iteration 18Q: 3 clusters Score -2.347621e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -23476810.000000 Penalty: 5934.687988
	Iteration 19Q: 3 clusters Score -2.347681e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 116060 members 
Entering Unmasked Estep 
Score: -23477210.000000 Penalty: 5934.687988
	Iteration 20F: 3 clusters Score -2.347721e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 117628 members 
Entering Unmasked Estep 
Score: -23477620.000000 Penalty: 5934.687988
	Iteration 21Q: 3 clusters Score -2.347762e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -23477998.000000 Penalty: 5934.687988
	Iteration 22Q: 3 clusters Score -2.3478e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 120667 members 
Entering Unmasked Estep 
Score: -23478376.000000 Penalty: 5934.687988
	Iteration 23Q: 3 clusters Score -2.347838e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -23478580.000000 Penalty: 5934.687988
	Iteration 24Q: 3 clusters Score -2.347858e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -23478818.000000 Penalty: 5934.687988
	Iteration 25Q: 3 clusters Score -2.347882e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 124754 members 
Entering Unmasked Estep 
Score: -23479008.000000 Penalty: 5934.687988
	Iteration 26Q: 3 clusters Score -2.347901e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -23479218.000000 Penalty: 5934.687988
	Iteration 27Q: 3 clusters Score -2.347922e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -23479252.000000 Penalty: 5934.687988
	Iteration 28Q: 3 clusters Score -2.347925e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -23479388.000000 Penalty: 5934.687988
	Iteration 29Q: 3 clusters Score -2.347939e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 129184 members 
Entering Unmasked Estep 
Score: -23479532.000000 Penalty: 5934.687988
	Iteration 30Q: 3 clusters Score -2.347953e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 130225 members 
Entering Unmasked Estep 
Score: -23479638.000000 Penalty: 5934.687988
	Iteration 31Q: 3 clusters Score -2.347964e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -23479738.000000 Penalty: 5934.687988
	Iteration 32Q: 3 clusters Score -2.347974e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -23479818.000000 Penalty: 5934.687988
	Iteration 33Q: 3 clusters Score -2.347982e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -23479846.000000 Penalty: 5934.687988
	Iteration 34Q: 3 clusters Score -2.347985e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 133905 members 
Entering Unmasked Estep 
Score: -23479830.000000 Penalty: 5934.687988
	Iteration 35Q: 3 clusters Score -2.347983e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 134732 members 
Entering Unmasked Estep 
Score: -23479918.000000 Penalty: 5934.687988
	Iteration 36Q: 3 clusters Score -2.347992e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -23480000.000000 Penalty: 5934.687988
	Iteration 37Q: 3 clusters Score -2.348e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 136275 members 
Entering Unmasked Estep 
Score: -23480212.000000 Penalty: 5934.687988
	Iteration 38Q: 3 clusters Score -2.348021e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 137027 members 
Entering Unmasked Estep 
Score: -23480230.000000 Penalty: 5934.687988
	Iteration 39Q: 3 clusters Score -2.348023e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -23480286.000000 Penalty: 5934.687988
	Iteration 40F: 3 clusters Score -2.348029e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -23480354.000000 Penalty: 5934.687988
	Iteration 41Q: 3 clusters Score -2.348035e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 139059 members 
Entering Unmasked Estep 
Score: -23480438.000000 Penalty: 5934.687988
	Iteration 42Q: 3 clusters Score -2.348044e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -23480552.000000 Penalty: 5934.687988
	Iteration 43Q: 3 clusters Score -2.348055e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -23480528.000000 Penalty: 5934.687988
	Iteration 44Q: 3 clusters Score -2.348053e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 140868 members 
Entering Unmasked Estep 
Score: -23480608.000000 Penalty: 5934.687988
	Iteration 45Q: 3 clusters Score -2.348061e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 141394 members 
Entering Unmasked Estep 
Score: -23480752.000000 Penalty: 5934.687988
	Iteration 46Q: 3 clusters Score -2.348075e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 141917 members 
Entering Unmasked Estep 
Score: -23480770.000000 Penalty: 5934.687988
	Iteration 47Q: 3 clusters Score -2.348077e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 142420 members 
Entering Unmasked Estep 
Score: -23480744.000000 Penalty: 5934.687988
	Iteration 48Q: 3 clusters Score -2.348074e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 142855 members 
Entering Unmasked Estep 
Score: -23480766.000000 Penalty: 5934.687988
	Iteration 49Q: 3 clusters Score -2.348077e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -23480842.000000 Penalty: 5934.687988
	Iteration 50Q: 3 clusters Score -2.348084e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -23480882.000000 Penalty: 5934.687988
	Iteration 51Q: 3 clusters Score -2.348088e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 144072 members 
Entering Unmasked Estep 
Score: -23480896.000000 Penalty: 5934.687988
	Iteration 52Q: 3 clusters Score -2.34809e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -23480830.000000 Penalty: 5934.687988
	Iteration 53Q: 3 clusters Score -2.348083e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -23480830.000000 Penalty: 5934.687988
	Iteration 54Q: 3 clusters Score -2.348083e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 144944 members 
Entering Unmasked Estep 
Score: -23480858.000000 Penalty: 5934.687988
	Iteration 55Q: 3 clusters Score -2.348086e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 145207 members 
Entering Unmasked Estep 
Score: -23480894.000000 Penalty: 5934.687988
	Iteration 56Q: 3 clusters Score -2.348089e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -23480890.000000 Penalty: 5934.687988
	Iteration 57Q: 3 clusters Score -2.348089e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 145715 members 
Entering Unmasked Estep 
Score: -23480900.000000 Penalty: 5934.687988
	Iteration 58Q: 3 clusters Score -2.34809e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -23480882.000000 Penalty: 5934.687988
	Iteration 59Q: 3 clusters Score -2.348088e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 146139 members 
Entering Unmasked Estep 
Score: -23480902.000000 Penalty: 5934.687988
	Iteration 60F: 3 clusters Score -2.34809e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 146338 members 
Entering Unmasked Estep 
Score: -23480988.000000 Penalty: 5934.687988
	Iteration 61Q: 3 clusters Score -2.348099e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 146521 members 
Entering Unmasked Estep 
Score: -23481020.000000 Penalty: 5934.687988
	Iteration 62Q: 3 clusters Score -2.348102e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -23481054.000000 Penalty: 5934.687988
	Iteration 63Q: 3 clusters Score -2.348105e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 146835 members 
Entering Unmasked Estep 
Score: -23481062.000000 Penalty: 5934.687988
	Iteration 64Q: 3 clusters Score -2.348106e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 146965 members 
Entering Unmasked Estep 
Score: -23481076.000000 Penalty: 5934.687988
	Iteration 65Q: 3 clusters Score -2.348108e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -23481034.000000 Penalty: 5934.687988
	Iteration 66Q: 3 clusters Score -2.348103e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 147186 members 
Entering Unmasked Estep 
Score: -23481028.000000 Penalty: 5934.687988
	Iteration 67Q: 3 clusters Score -2.348103e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -23481038.000000 Penalty: 5934.687988
	Iteration 68Q: 3 clusters Score -2.348104e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 147372 members 
Entering Unmasked Estep 
Score: -23481026.000000 Penalty: 5934.687988
	Iteration 69Q: 3 clusters Score -2.348103e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -23481020.000000 Penalty: 5934.687988
	Iteration 70Q: 3 clusters Score -2.348102e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -23481016.000000 Penalty: 5934.687988
	Iteration 71Q: 3 clusters Score -2.348102e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 147607 members 
Entering Unmasked Estep 
Score: -23481030.000000 Penalty: 5934.687988
	Iteration 72Q: 3 clusters Score -2.348103e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 147675 members 
Entering Unmasked Estep 
Score: -23480984.000000 Penalty: 5934.687988
	Iteration 73Q: 3 clusters Score -2.348098e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -23480972.000000 Penalty: 5934.687988
	Iteration 74Q: 3 clusters Score -2.348097e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -23480968.000000 Penalty: 5934.687988
	Iteration 75Q: 3 clusters Score -2.348097e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -23480974.000000 Penalty: 5934.687988
	Iteration 76Q: 3 clusters Score -2.348097e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -23480972.000000 Penalty: 5934.687988
	Iteration 77Q: 3 clusters Score -2.348097e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -23480982.000000 Penalty: 5934.687988
	Iteration 78Q: 3 clusters Score -2.348098e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -23480936.000000 Penalty: 5934.687988
	Iteration 79Q: 3 clusters Score -2.348094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -23480950.000000 Penalty: 5934.687988
	Iteration 80F: 3 clusters Score -2.348095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -23480922.000000 Penalty: 5934.687988
	Iteration 81Q: 3 clusters Score -2.348092e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 148112 members 
Entering Unmasked Estep 
Score: -23480914.000000 Penalty: 5934.687988
	Iteration 82Q: 3 clusters Score -2.348091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 148157 members 
Entering Unmasked Estep 
Score: -23480958.000000 Penalty: 5934.687988
	Iteration 83Q: 3 clusters Score -2.348096e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -23480946.000000 Penalty: 5934.687988
	Iteration 84Q: 3 clusters Score -2.348095e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -23480940.000000 Penalty: 5934.687988
	Iteration 85Q: 3 clusters Score -2.348094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -23480940.000000 Penalty: 5934.687988
	Iteration 86Q: 3 clusters Score -2.348094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 148282 members 
Entering Unmasked Estep 
Score: -23480924.000000 Penalty: 5934.687988
	Iteration 87Q: 3 clusters Score -2.348092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 148300 members 
Entering Unmasked Estep 
Score: -23480908.000000 Penalty: 5934.687988
	Iteration 88Q: 3 clusters Score -2.348091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 148318 members 
Entering Unmasked Estep 
Score: -23480930.000000 Penalty: 5934.687988
	Iteration 89Q: 3 clusters Score -2.348093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -23480934.000000 Penalty: 5934.687988
	Iteration 90Q: 3 clusters Score -2.348093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 148366 members 
Entering Unmasked Estep 
Score: -23480938.000000 Penalty: 5934.687988
	Iteration 91Q: 3 clusters Score -2.348094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -23480926.000000 Penalty: 5934.687988
	Iteration 92Q: 3 clusters Score -2.348093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 148416 members 
Entering Unmasked Estep 
Score: -23480936.000000 Penalty: 5934.687988
	Iteration 93Q: 3 clusters Score -2.348094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 148445 members 
Entering Unmasked Estep 
Score: -23480946.000000 Penalty: 5934.687988
	Iteration 94Q: 3 clusters Score -2.348095e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 148475 members 
Entering Unmasked Estep 
Score: -23480946.000000 Penalty: 5934.687988
	Iteration 95Q: 3 clusters Score -2.348095e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 148505 members 
Entering Unmasked Estep 
Score: -23480976.000000 Penalty: 5934.687988
	Iteration 96Q: 3 clusters Score -2.348098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 148540 members 
Entering Unmasked Estep 
Score: -23480972.000000 Penalty: 5934.687988
	Iteration 97Q: 3 clusters Score -2.348097e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -23480962.000000 Penalty: 5934.687988
	Iteration 98Q: 3 clusters Score -2.348096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 148608 members 
Entering Unmasked Estep 
Score: -23480970.000000 Penalty: 5934.687988
	Iteration 99Q: 3 clusters Score -2.348097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -23480942.000000 Penalty: 5934.687988
	Iteration 100F: 3 clusters Score -2.348094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -23480944.000000 Penalty: 5934.687988
	Iteration 101Q: 3 clusters Score -2.348094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 148681 members 
Entering Unmasked Estep 
Score: -23480942.000000 Penalty: 5934.687988
	Iteration 102Q: 3 clusters Score -2.348094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -23480944.000000 Penalty: 5934.687988
	Iteration 103Q: 3 clusters Score -2.348094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 148728 members 
Entering Unmasked Estep 
Score: -23480958.000000 Penalty: 5934.687988
	Iteration 104Q: 3 clusters Score -2.348096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -23480944.000000 Penalty: 5934.687988
	Iteration 105Q: 3 clusters Score -2.348094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 148770 members 
Entering Unmasked Estep 
Score: -23480946.000000 Penalty: 5934.687988
	Iteration 106Q: 3 clusters Score -2.348095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 148788 members 
Entering Unmasked Estep 
Score: -23480948.000000 Penalty: 5934.687988
	Iteration 107Q: 3 clusters Score -2.348095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -23480960.000000 Penalty: 5934.687988
	Iteration 108Q: 3 clusters Score -2.348096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -23480954.000000 Penalty: 5934.687988
	Iteration 109Q: 3 clusters Score -2.348095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -23480948.000000 Penalty: 5934.687988
	Iteration 110Q: 3 clusters Score -2.348095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -23480944.000000 Penalty: 5934.687988
	Iteration 111Q: 3 clusters Score -2.348094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 148856 members 
Entering Unmasked Estep 
Score: -23480956.000000 Penalty: 5934.687988
	Iteration 112Q: 3 clusters Score -2.348096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -23480966.000000 Penalty: 5934.687988
	Iteration 113Q: 3 clusters Score -2.348097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 148866 members 
Entering Unmasked Estep 
Score: -23480968.000000 Penalty: 5934.687988
	Iteration 114Q: 3 clusters Score -2.348097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -23480946.000000 Penalty: 5934.687988
	Iteration 115Q: 3 clusters Score -2.348095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -23480938.000000 Penalty: 5934.687988
	Iteration 116Q: 3 clusters Score -2.348094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -23480938.000000 Penalty: 5934.687988
	Iteration 117F: 3 clusters Score -2.348094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Entering Unmasked Estep 
Score: -881676.000000 Penalty: 2175.453613
	Iteration 0F: 2 clusters Score -881676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -876233.125000 Penalty: 4350.907227
	Iteration 0F: 3 clusters Score -876233.1 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -877623.937500 Penalty: 4350.907227
	Iteration 1F: 3 clusters Score -877623.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -877846.687500 Penalty: 4350.907227
	Iteration 2F: 3 clusters Score -877846.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -878015.250000 Penalty: 4350.907227
	Iteration 3F: 3 clusters Score -878015.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -878144.250000 Penalty: 4350.907227
	Iteration 4Q: 3 clusters Score -878144.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -878249.812500 Penalty: 4350.907227
	Iteration 5Q: 3 clusters Score -878249.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -878337.937500 Penalty: 4350.907227
	Iteration 6Q: 3 clusters Score -878337.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -878410.875000 Penalty: 4350.907227
	Iteration 7Q: 3 clusters Score -878410.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -878484.562500 Penalty: 4350.907227
	Iteration 8Q: 3 clusters Score -878484.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -878568.562500 Penalty: 4350.907227
	Iteration 9Q: 3 clusters Score -878568.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -878668.187500 Penalty: 4350.907227
	Iteration 10Q: 3 clusters Score -878668.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -878803.375000 Penalty: 4350.907227
	Iteration 11Q: 3 clusters Score -878803.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -878937.750000 Penalty: 4350.907227
	Iteration 12Q: 3 clusters Score -878937.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -879082.187500 Penalty: 4350.907227
	Iteration 13Q: 3 clusters Score -879082.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -879213.125000 Penalty: 4350.907227
	Iteration 14Q: 3 clusters Score -879213.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -879331.875000 Penalty: 4350.907227
	Iteration 15Q: 3 clusters Score -879331.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -879424.812500 Penalty: 4350.907227
	Iteration 16Q: 3 clusters Score -879424.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -879480.500000 Penalty: 4350.907227
	Iteration 17Q: 3 clusters Score -879480.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -879535.000000 Penalty: 4350.907227
	Iteration 18Q: 3 clusters Score -879535 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -879584.312500 Penalty: 4350.907227
	Iteration 19Q: 3 clusters Score -879584.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -879616.062500 Penalty: 4350.907227
	Iteration 20F: 3 clusters Score -879616.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -879638.500000 Penalty: 4350.907227
	Iteration 21Q: 3 clusters Score -879638.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -879654.750000 Penalty: 4350.907227
	Iteration 22Q: 3 clusters Score -879654.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -879673.500000 Penalty: 4350.907227
	Iteration 23Q: 3 clusters Score -879673.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -879692.437500 Penalty: 4350.907227
	Iteration 24Q: 3 clusters Score -879692.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -879711.375000 Penalty: 4350.907227
	Iteration 25Q: 3 clusters Score -879711.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -879727.687500 Penalty: 4350.907227
	Iteration 26Q: 3 clusters Score -879727.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -879742.000000 Penalty: 4350.907227
	Iteration 27Q: 3 clusters Score -879742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -879751.937500 Penalty: 4350.907227
	Iteration 28Q: 3 clusters Score -879751.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -879761.250000 Penalty: 4350.907227
	Iteration 29Q: 3 clusters Score -879761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -879769.125000 Penalty: 4350.907227
	Iteration 30Q: 3 clusters Score -879769.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -879775.937500 Penalty: 4350.907227
	Iteration 31Q: 3 clusters Score -879775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -879783.812500 Penalty: 4350.907227
	Iteration 32Q: 3 clusters Score -879783.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -879789.125000 Penalty: 4350.907227
	Iteration 33Q: 3 clusters Score -879789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -879794.187500 Penalty: 4350.907227
	Iteration 34Q: 3 clusters Score -879794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -879800.687500 Penalty: 4350.907227
	Iteration 35Q: 3 clusters Score -879800.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -879804.937500 Penalty: 4350.907227
	Iteration 36Q: 3 clusters Score -879804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -879811.062500 Penalty: 4350.907227
	Iteration 37Q: 3 clusters Score -879811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -879813.125000 Penalty: 4350.907227
	Iteration 38Q: 3 clusters Score -879813.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -879815.312500 Penalty: 4350.907227
	Iteration 39Q: 3 clusters Score -879815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -879818.562500 Penalty: 4350.907227
	Iteration 40F: 3 clusters Score -879818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -879818.500000 Penalty: 4350.907227
	Iteration 41Q: 3 clusters Score -879818.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -879820.812500 Penalty: 4350.907227
	Iteration 42Q: 3 clusters Score -879820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -879824.125000 Penalty: 4350.907227
	Iteration 43Q: 3 clusters Score -879824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -879827.125000 Penalty: 4350.907227
	Iteration 44Q: 3 clusters Score -879827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -879832.125000 Penalty: 4350.907227
	Iteration 45Q: 3 clusters Score -879832.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -879837.625000 Penalty: 4350.907227
	Iteration 46Q: 3 clusters Score -879837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -879842.187500 Penalty: 4350.907227
	Iteration 47Q: 3 clusters Score -879842.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -879847.000000 Penalty: 4350.907227
	Iteration 48Q: 3 clusters Score -879847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -879851.937500 Penalty: 4350.907227
	Iteration 49Q: 3 clusters Score -879851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -879857.000000 Penalty: 4350.907227
	Iteration 50Q: 3 clusters Score -879857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -879858.687500 Penalty: 4350.907227
	Iteration 51Q: 3 clusters Score -879858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -879861.187500 Penalty: 4350.907227
	Iteration 52Q: 3 clusters Score -879861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -879863.000000 Penalty: 4350.907227
	Iteration 53Q: 3 clusters Score -879863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -879864.125000 Penalty: 4350.907227
	Iteration 54Q: 3 clusters Score -879864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -879865.562500 Penalty: 4350.907227
	Iteration 55Q: 3 clusters Score -879865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -879867.375000 Penalty: 4350.907227
	Iteration 56Q: 3 clusters Score -879867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -879868.187500 Penalty: 4350.907227
	Iteration 57Q: 3 clusters Score -879868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -879868.187500 Penalty: 4350.907227
	Iteration 58F: 3 clusters Score -879868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -621140.000000 Penalty: 2075.436035
	Iteration 0F: 2 clusters Score -621140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -617050.750000 Penalty: 4150.872070
	Iteration 0F: 3 clusters Score -617050.8 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -617974.312500 Penalty: 4150.872070
	Iteration 1F: 3 clusters Score -617974.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -618168.250000 Penalty: 4150.872070
	Iteration 2F: 3 clusters Score -618168.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -618308.750000 Penalty: 4150.872070
	Iteration 3Q: 3 clusters Score -618308.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -618413.000000 Penalty: 4150.872070
	Iteration 4Q: 3 clusters Score -618413 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -618495.750000 Penalty: 4150.872070
	Iteration 5Q: 3 clusters Score -618495.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -618571.937500 Penalty: 4150.872070
	Iteration 6Q: 3 clusters Score -618571.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -618651.562500 Penalty: 4150.872070
	Iteration 7Q: 3 clusters Score -618651.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -618715.250000 Penalty: 4150.872070
	Iteration 8Q: 3 clusters Score -618715.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -618769.625000 Penalty: 4150.872070
	Iteration 9Q: 3 clusters Score -618769.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -618809.437500 Penalty: 4150.872070
	Iteration 10Q: 3 clusters Score -618809.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -618842.500000 Penalty: 4150.872070
	Iteration 11Q: 3 clusters Score -618842.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -618874.000000 Penalty: 4150.872070
	Iteration 12Q: 3 clusters Score -618874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -618923.000000 Penalty: 4150.872070
	Iteration 13Q: 3 clusters Score -618923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -618964.625000 Penalty: 4150.872070
	Iteration 14Q: 3 clusters Score -618964.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -619010.000000 Penalty: 4150.872070
	Iteration 15Q: 3 clusters Score -619010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -619061.750000 Penalty: 4150.872070
	Iteration 16Q: 3 clusters Score -619061.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -619110.875000 Penalty: 4150.872070
	Iteration 17Q: 3 clusters Score -619110.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -619163.562500 Penalty: 4150.872070
	Iteration 18Q: 3 clusters Score -619163.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -619241.562500 Penalty: 4150.872070
	Iteration 19Q: 3 clusters Score -619241.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -619358.812500 Penalty: 4150.872070
	Iteration 20F: 3 clusters Score -619358.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -619524.812500 Penalty: 4150.872070
	Iteration 21Q: 3 clusters Score -619524.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -619739.062500 Penalty: 4150.872070
	Iteration 22Q: 3 clusters Score -619739.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -619911.875000 Penalty: 4150.872070
	Iteration 23Q: 3 clusters Score -619911.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -620041.875000 Penalty: 4150.872070
	Iteration 24Q: 3 clusters Score -620041.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -620119.937500 Penalty: 4150.872070
	Iteration 25Q: 3 clusters Score -620119.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -620219.250000 Penalty: 4150.872070
	Iteration 26Q: 3 clusters Score -620219.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -620362.062500 Penalty: 4150.872070
	Iteration 27Q: 3 clusters Score -620362.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -620560.812500 Penalty: 4150.872070
	Iteration 28Q: 3 clusters Score -620560.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -620793.375000 Penalty: 4150.872070
	Iteration 29Q: 3 clusters Score -620793.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -620977.875000 Penalty: 4150.872070
	Iteration 30Q: 3 clusters Score -620977.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -621058.812500 Penalty: 4150.872070
	Iteration 31Q: 3 clusters Score -621058.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -621106.437500 Penalty: 4150.872070
	Iteration 32Q: 3 clusters Score -621106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -621127.750000 Penalty: 4150.872070
	Iteration 33Q: 3 clusters Score -621127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -621136.187500 Penalty: 4150.872070
	Iteration 34Q: 3 clusters Score -621136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -621139.437500 Penalty: 4150.872070
	Iteration 35Q: 3 clusters Score -621139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -621141.750000 Penalty: 4150.872070
	Iteration 36Q: 3 clusters Score -621141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -621147.750000 Penalty: 4150.872070
	Iteration 37Q: 3 clusters Score -621147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -621152.312500 Penalty: 4150.872070
	Iteration 38Q: 3 clusters Score -621152.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -621158.062500 Penalty: 4150.872070
	Iteration 39Q: 3 clusters Score -621158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -621160.750000 Penalty: 4150.872070
	Iteration 40F: 3 clusters Score -621160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -621161.562500 Penalty: 4150.872070
	Iteration 41Q: 3 clusters Score -621161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -621162.625000 Penalty: 4150.872070
	Iteration 42Q: 3 clusters Score -621162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -621163.750000 Penalty: 4150.872070
	Iteration 43Q: 3 clusters Score -621163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -621164.187500 Penalty: 4150.872070
	Iteration 44Q: 3 clusters Score -621164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -621164.187500 Penalty: 4150.872070
	Iteration 45F: 3 clusters Score -621164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 6244 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 11420 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 51750 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 65993 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46452 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11796 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157172 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1448 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 170255 members 
Mstep: Class 33 contains 43361 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 388 members 
Mstep: Class 36 contains 2154 members 
Entering Unmasked Estep 
Score: -95467368.000000 Penalty: 119653.656250
Splitting cluster 25 changes total score from -95463632.000000 to -95467368.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -496846.531250 Penalty: 2020.383911
	Iteration 0F: 2 clusters Score -496846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -493231.593750 Penalty: 4040.767822
	Iteration 0F: 3 clusters Score -493231.6 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -494010.125000 Penalty: 4040.767822
	Iteration 1F: 3 clusters Score -494010.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -494200.031250 Penalty: 4040.767822
	Iteration 2F: 3 clusters Score -494200 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -494302.218750 Penalty: 4040.767822
	Iteration 3F: 3 clusters Score -494302.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -494367.281250 Penalty: 4040.767822
	Iteration 4Q: 3 clusters Score -494367.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -494420.375000 Penalty: 4040.767822
	Iteration 5Q: 3 clusters Score -494420.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -494463.312500 Penalty: 4040.767822
	Iteration 6Q: 3 clusters Score -494463.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -494504.843750 Penalty: 4040.767822
	Iteration 7Q: 3 clusters Score -494504.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -494539.468750 Penalty: 4040.767822
	Iteration 8Q: 3 clusters Score -494539.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -494577.812500 Penalty: 4040.767822
	Iteration 9Q: 3 clusters Score -494577.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -494624.968750 Penalty: 4040.767822
	Iteration 10Q: 3 clusters Score -494625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -494661.031250 Penalty: 4040.767822
	Iteration 11Q: 3 clusters Score -494661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -494699.937500 Penalty: 4040.767822
	Iteration 12Q: 3 clusters Score -494699.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -494743.250000 Penalty: 4040.767822
	Iteration 13Q: 3 clusters Score -494743.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -494779.562500 Penalty: 4040.767822
	Iteration 14Q: 3 clusters Score -494779.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -494815.812500 Penalty: 4040.767822
	Iteration 15Q: 3 clusters Score -494815.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -494860.406250 Penalty: 4040.767822
	Iteration 16Q: 3 clusters Score -494860.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -494912.812500 Penalty: 4040.767822
	Iteration 17Q: 3 clusters Score -494912.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -494958.656250 Penalty: 4040.767822
	Iteration 18Q: 3 clusters Score -494958.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -495009.968750 Penalty: 4040.767822
	Iteration 19Q: 3 clusters Score -495010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -495064.406250 Penalty: 4040.767822
	Iteration 20F: 3 clusters Score -495064.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -495119.875000 Penalty: 4040.767822
	Iteration 21Q: 3 clusters Score -495119.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -495177.093750 Penalty: 4040.767822
	Iteration 22Q: 3 clusters Score -495177.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -495227.312500 Penalty: 4040.767822
	Iteration 23Q: 3 clusters Score -495227.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -495269.031250 Penalty: 4040.767822
	Iteration 24Q: 3 clusters Score -495269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -495307.937500 Penalty: 4040.767822
	Iteration 25Q: 3 clusters Score -495307.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -495340.218750 Penalty: 4040.767822
	Iteration 26Q: 3 clusters Score -495340.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -495353.031250 Penalty: 4040.767822
	Iteration 27Q: 3 clusters Score -495353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -495363.500000 Penalty: 4040.767822
	Iteration 28Q: 3 clusters Score -495363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -495374.781250 Penalty: 4040.767822
	Iteration 29Q: 3 clusters Score -495374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -495380.187500 Penalty: 4040.767822
	Iteration 30Q: 3 clusters Score -495380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -495382.375000 Penalty: 4040.767822
	Iteration 31Q: 3 clusters Score -495382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -495383.843750 Penalty: 4040.767822
	Iteration 32Q: 3 clusters Score -495383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -495384.468750 Penalty: 4040.767822
	Iteration 33Q: 3 clusters Score -495384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -495385.218750 Penalty: 4040.767822
	Iteration 34Q: 3 clusters Score -495385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -495385.218750 Penalty: 4040.767822
	Iteration 35F: 3 clusters Score -495385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -168679.828125 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -168679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166473.062500 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -166473.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -166858.562500 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -166858.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -166986.281250 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -166986.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -167036.171875 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -167036.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -167082.218750 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -167082.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -167115.312500 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -167115.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -167149.140625 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -167149.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -167180.250000 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -167180.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -167202.828125 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -167202.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -167232.000000 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -167232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -167260.015625 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -167260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -167304.812500 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -167304.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167378.765625 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -167378.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -167442.140625 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -167442.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -167490.984375 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -167491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167523.953125 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -167524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167562.687500 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -167562.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -167592.765625 Penalty: 3609.857422
	Iteration 17Q: 3 clusters Score -167592.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -167619.562500 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -167619.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -167637.562500 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -167637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -167656.406250 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -167656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -167677.625000 Penalty: 3609.857422
	Iteration 21Q: 3 clusters Score -167677.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167693.234375 Penalty: 3609.857422
	Iteration 22Q: 3 clusters Score -167693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -167704.046875 Penalty: 3609.857422
	Iteration 23Q: 3 clusters Score -167704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167710.046875 Penalty: 3609.857422
	Iteration 24Q: 3 clusters Score -167710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -167712.250000 Penalty: 3609.857422
	Iteration 25Q: 3 clusters Score -167712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -167712.250000 Penalty: 3609.857422
	Iteration 26F: 3 clusters Score -167712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -230258.406250 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -230258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228027.984375 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -228028 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -228693.562500 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -228693.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -229178.453125 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -229178.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -229803.984375 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -229804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -230257.906250 Penalty: 3661.842285
	Iteration 4F: 3 clusters Score -230257.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -230473.609375 Penalty: 3661.842285
	Iteration 5F: 3 clusters Score -230473.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -230555.343750 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -230555.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -230607.593750 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -230607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -230634.109375 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -230634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -230640.390625 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -230640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -230641.796875 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -230641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -230641.796875 Penalty: 3661.842285
	Iteration 11F: 3 clusters Score -230641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 6244 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 11420 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 51750 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 65993 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46452 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11796 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157172 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1448 members 
Mstep: Class 28 contains 252 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 170255 members 
Mstep: Class 33 contains 43361 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 388 members 
Mstep: Class 36 contains 2154 members 
Mstep: Class 37 contains 1356 members 
Entering Unmasked Estep 
Score: -95466136.000000 Penalty: 122977.367188
Splitting cluster 28 changes total score from -95463632.000000 to -95466136.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34858.949219 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34858.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34942.691406 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34942.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34965.707031 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -34965.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34972.382812 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -34972.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34978.062500 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -34978.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34978.062500 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -34978.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -67241.507812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -67241.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65686.601562 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -65686.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65872.429688 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -65872.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65933.828125 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -65933.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65973.148438 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -65973.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66007.867188 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -66007.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66025.609375 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -66025.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66037.820312 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -66037.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66043.742188 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -66043.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66049.656250 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -66049.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66050.179688 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -66050.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66051.046875 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -66051.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66051.046875 Penalty: 3143.065674
	Iteration 11F: 3 clusters Score -66051.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -209306.515625 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -209306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -207038.656250 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -207038.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -207492.921875 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -207492.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -207640.765625 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -207640.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -207745.546875 Penalty: 3638.151123
	Iteration 3Q: 3 clusters Score -207745.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -207824.296875 Penalty: 3638.151123
	Iteration 4Q: 3 clusters Score -207824.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -207900.828125 Penalty: 3638.151123
	Iteration 5Q: 3 clusters Score -207900.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -207958.156250 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -207958.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -208025.093750 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -208025.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208106.796875 Penalty: 3638.151123
	Iteration 8Q: 3 clusters Score -208106.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -208175.156250 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -208175.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -208232.640625 Penalty: 3638.151123
	Iteration 10Q: 3 clusters Score -208232.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -208270.296875 Penalty: 3638.151123
	Iteration 11Q: 3 clusters Score -208270.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -208305.656250 Penalty: 3638.151123
	Iteration 12Q: 3 clusters Score -208305.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -208345.828125 Penalty: 3638.151123
	Iteration 13Q: 3 clusters Score -208345.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -208376.187500 Penalty: 3638.151123
	Iteration 14Q: 3 clusters Score -208376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -208400.375000 Penalty: 3638.151123
	Iteration 15Q: 3 clusters Score -208400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -208421.546875 Penalty: 3638.151123
	Iteration 16Q: 3 clusters Score -208421.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -208443.921875 Penalty: 3638.151123
	Iteration 17Q: 3 clusters Score -208443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -208461.812500 Penalty: 3638.151123
	Iteration 18Q: 3 clusters Score -208461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -208479.390625 Penalty: 3638.151123
	Iteration 19Q: 3 clusters Score -208479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -208486.890625 Penalty: 3638.151123
	Iteration 20F: 3 clusters Score -208486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -208494.703125 Penalty: 3638.151123
	Iteration 21Q: 3 clusters Score -208494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -208503.015625 Penalty: 3638.151123
	Iteration 22Q: 3 clusters Score -208503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -208511.234375 Penalty: 3638.151123
	Iteration 23Q: 3 clusters Score -208511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -208514.531250 Penalty: 3638.151123
	Iteration 24Q: 3 clusters Score -208514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -208518.140625 Penalty: 3638.151123
	Iteration 25Q: 3 clusters Score -208518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -208518.140625 Penalty: 3638.151123
	Iteration 26F: 3 clusters Score -208518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (170255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Entering Unmasked Estep 
Score: -25463544.000000 Penalty: 2987.173096
	Iteration 0F: 2 clusters Score -2.546354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -25354516.000000 Penalty: 5974.346191
	Iteration 0F: 3 clusters Score -2.535452e+07 nChanged 81760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -25401956.000000 Penalty: 5974.346191
	Iteration 1F: 3 clusters Score -2.540196e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -25403262.000000 Penalty: 5974.346191
	Iteration 2Q: 3 clusters Score -2.540326e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -25405384.000000 Penalty: 5974.346191
	Iteration 3Q: 3 clusters Score -2.540538e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -25408182.000000 Penalty: 5974.346191
	Iteration 4Q: 3 clusters Score -2.540818e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -25412288.000000 Penalty: 5974.346191
	Iteration 5Q: 3 clusters Score -2.541229e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -25418046.000000 Penalty: 5974.346191
	Iteration 6F: 3 clusters Score -2.541805e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -25425684.000000 Penalty: 5974.346191
	Iteration 7F: 3 clusters Score -2.542568e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -25433632.000000 Penalty: 5974.346191
	Iteration 8F: 3 clusters Score -2.543363e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -25440118.000000 Penalty: 5974.346191
	Iteration 9F: 3 clusters Score -2.544012e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -25443476.000000 Penalty: 5974.346191
	Iteration 10Q: 3 clusters Score -2.544348e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -25444902.000000 Penalty: 5974.346191
	Iteration 11Q: 3 clusters Score -2.54449e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -25445368.000000 Penalty: 5974.346191
	Iteration 12Q: 3 clusters Score -2.544537e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -25445802.000000 Penalty: 5974.346191
	Iteration 13Q: 3 clusters Score -2.54458e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -25446232.000000 Penalty: 5974.346191
	Iteration 14Q: 3 clusters Score -2.544623e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -25446590.000000 Penalty: 5974.346191
	Iteration 15Q: 3 clusters Score -2.544659e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -25446988.000000 Penalty: 5974.346191
	Iteration 16Q: 3 clusters Score -2.544699e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -25447454.000000 Penalty: 5974.346191
	Iteration 17Q: 3 clusters Score -2.544745e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -25448004.000000 Penalty: 5974.346191
	Iteration 18Q: 3 clusters Score -2.5448e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -25448570.000000 Penalty: 5974.346191
	Iteration 19Q: 3 clusters Score -2.544857e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114849 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -25449322.000000 Penalty: 5974.346191
	Iteration 20F: 3 clusters Score -2.544932e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -25449828.000000 Penalty: 5974.346191
	Iteration 21Q: 3 clusters Score -2.544983e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119394 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -25450496.000000 Penalty: 5974.346191
	Iteration 22Q: 3 clusters Score -2.54505e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -25451152.000000 Penalty: 5974.346191
	Iteration 23Q: 3 clusters Score -2.545115e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124272 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -25451784.000000 Penalty: 5974.346191
	Iteration 24Q: 3 clusters Score -2.545178e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126809 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -25452536.000000 Penalty: 5974.346191
	Iteration 25Q: 3 clusters Score -2.545254e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129354 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -25453370.000000 Penalty: 5974.346191
	Iteration 26Q: 3 clusters Score -2.545337e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -25454254.000000 Penalty: 5974.346191
	Iteration 27Q: 3 clusters Score -2.545425e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134244 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -25455070.000000 Penalty: 5974.346191
	Iteration 28Q: 3 clusters Score -2.545507e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136512 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -25456004.000000 Penalty: 5974.346191
	Iteration 29Q: 3 clusters Score -2.5456e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -25456858.000000 Penalty: 5974.346191
	Iteration 30Q: 3 clusters Score -2.545686e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -25457546.000000 Penalty: 5974.346191
	Iteration 31Q: 3 clusters Score -2.545755e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -25458218.000000 Penalty: 5974.346191
	Iteration 32Q: 3 clusters Score -2.545822e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -25458752.000000 Penalty: 5974.346191
	Iteration 33Q: 3 clusters Score -2.545875e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145499 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -25459324.000000 Penalty: 5974.346191
	Iteration 34Q: 3 clusters Score -2.545932e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -25459836.000000 Penalty: 5974.346191
	Iteration 35Q: 3 clusters Score -2.545984e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -25460110.000000 Penalty: 5974.346191
	Iteration 36Q: 3 clusters Score -2.546011e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -25460492.000000 Penalty: 5974.346191
	Iteration 37Q: 3 clusters Score -2.546049e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -25460592.000000 Penalty: 5974.346191
	Iteration 38Q: 3 clusters Score -2.546059e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -25460724.000000 Penalty: 5974.346191
	Iteration 39Q: 3 clusters Score -2.546072e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -25460880.000000 Penalty: 5974.346191
	Iteration 40F: 3 clusters Score -2.546088e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -25461096.000000 Penalty: 5974.346191
	Iteration 41Q: 3 clusters Score -2.54611e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -25461092.000000 Penalty: 5974.346191
	Iteration 42Q: 3 clusters Score -2.546109e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -25461208.000000 Penalty: 5974.346191
	Iteration 43Q: 3 clusters Score -2.546121e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155401 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -25461274.000000 Penalty: 5974.346191
	Iteration 44Q: 3 clusters Score -2.546127e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -25461316.000000 Penalty: 5974.346191
	Iteration 45Q: 3 clusters Score -2.546132e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156678 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -25461396.000000 Penalty: 5974.346191
	Iteration 46Q: 3 clusters Score -2.54614e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -25461418.000000 Penalty: 5974.346191
	Iteration 47Q: 3 clusters Score -2.546142e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -25461458.000000 Penalty: 5974.346191
	Iteration 48Q: 3 clusters Score -2.546146e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158298 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -25461486.000000 Penalty: 5974.346191
	Iteration 49Q: 3 clusters Score -2.546149e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -25461498.000000 Penalty: 5974.346191
	Iteration 50Q: 3 clusters Score -2.54615e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159298 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -25461532.000000 Penalty: 5974.346191
	Iteration 51Q: 3 clusters Score -2.546153e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159774 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -25461602.000000 Penalty: 5974.346191
	Iteration 52Q: 3 clusters Score -2.54616e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160227 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -25461542.000000 Penalty: 5974.346191
	Iteration 53Q: 3 clusters Score -2.546154e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160679 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -25461636.000000 Penalty: 5974.346191
	Iteration 54Q: 3 clusters Score -2.546164e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161116 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -25461720.000000 Penalty: 5974.346191
	Iteration 55Q: 3 clusters Score -2.546172e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -25461694.000000 Penalty: 5974.346191
	Iteration 56Q: 3 clusters Score -2.546169e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161873 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -25461810.000000 Penalty: 5974.346191
	Iteration 57Q: 3 clusters Score -2.546181e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162201 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -25461788.000000 Penalty: 5974.346191
	Iteration 58Q: 3 clusters Score -2.546179e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -25461866.000000 Penalty: 5974.346191
	Iteration 59Q: 3 clusters Score -2.546187e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -25461908.000000 Penalty: 5974.346191
	Iteration 60F: 3 clusters Score -2.546191e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -25461932.000000 Penalty: 5974.346191
	Iteration 61Q: 3 clusters Score -2.546193e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -25461964.000000 Penalty: 5974.346191
	Iteration 62Q: 3 clusters Score -2.546196e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -25461996.000000 Penalty: 5974.346191
	Iteration 63Q: 3 clusters Score -2.5462e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163562 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -25462036.000000 Penalty: 5974.346191
	Iteration 64Q: 3 clusters Score -2.546204e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -25462070.000000 Penalty: 5974.346191
	Iteration 65Q: 3 clusters Score -2.546207e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -25462086.000000 Penalty: 5974.346191
	Iteration 66Q: 3 clusters Score -2.546209e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -25462118.000000 Penalty: 5974.346191
	Iteration 67Q: 3 clusters Score -2.546212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -25462084.000000 Penalty: 5974.346191
	Iteration 68Q: 3 clusters Score -2.546208e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -25462106.000000 Penalty: 5974.346191
	Iteration 69Q: 3 clusters Score -2.546211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -25462142.000000 Penalty: 5974.346191
	Iteration 70Q: 3 clusters Score -2.546214e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164328 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -25462148.000000 Penalty: 5974.346191
	Iteration 71Q: 3 clusters Score -2.546215e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164400 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -25462178.000000 Penalty: 5974.346191
	Iteration 72Q: 3 clusters Score -2.546218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164463 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -25462206.000000 Penalty: 5974.346191
	Iteration 73Q: 3 clusters Score -2.546221e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -25462204.000000 Penalty: 5974.346191
	Iteration 74Q: 3 clusters Score -2.54622e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164618 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -25462208.000000 Penalty: 5974.346191
	Iteration 75Q: 3 clusters Score -2.546221e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -25462186.000000 Penalty: 5974.346191
	Iteration 76Q: 3 clusters Score -2.546219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164753 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -25462194.000000 Penalty: 5974.346191
	Iteration 77Q: 3 clusters Score -2.546219e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -25462216.000000 Penalty: 5974.346191
	Iteration 78Q: 3 clusters Score -2.546222e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -25462206.000000 Penalty: 5974.346191
	Iteration 79Q: 3 clusters Score -2.546221e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -25462210.000000 Penalty: 5974.346191
	Iteration 80F: 3 clusters Score -2.546221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164951 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -25462204.000000 Penalty: 5974.346191
	Iteration 81Q: 3 clusters Score -2.54622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165004 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -25462224.000000 Penalty: 5974.346191
	Iteration 82Q: 3 clusters Score -2.546222e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -25462234.000000 Penalty: 5974.346191
	Iteration 83Q: 3 clusters Score -2.546223e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -25462248.000000 Penalty: 5974.346191
	Iteration 84Q: 3 clusters Score -2.546225e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -25462252.000000 Penalty: 5974.346191
	Iteration 85Q: 3 clusters Score -2.546225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -25462272.000000 Penalty: 5974.346191
	Iteration 86Q: 3 clusters Score -2.546227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -25462274.000000 Penalty: 5974.346191
	Iteration 87Q: 3 clusters Score -2.546227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165302 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -25462300.000000 Penalty: 5974.346191
	Iteration 88Q: 3 clusters Score -2.54623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -25462260.000000 Penalty: 5974.346191
	Iteration 89Q: 3 clusters Score -2.546226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -25462264.000000 Penalty: 5974.346191
	Iteration 90Q: 3 clusters Score -2.546226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -25462246.000000 Penalty: 5974.346191
	Iteration 91Q: 3 clusters Score -2.546225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -25462252.000000 Penalty: 5974.346191
	Iteration 92Q: 3 clusters Score -2.546225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165445 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -25462250.000000 Penalty: 5974.346191
	Iteration 93Q: 3 clusters Score -2.546225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165464 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -25462240.000000 Penalty: 5974.346191
	Iteration 94Q: 3 clusters Score -2.546224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -25462258.000000 Penalty: 5974.346191
	Iteration 95Q: 3 clusters Score -2.546226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165500 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -25462256.000000 Penalty: 5974.346191
	Iteration 96Q: 3 clusters Score -2.546226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -25462248.000000 Penalty: 5974.346191
	Iteration 97Q: 3 clusters Score -2.546225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165536 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -25462240.000000 Penalty: 5974.346191
	Iteration 98Q: 3 clusters Score -2.546224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -25462258.000000 Penalty: 5974.346191
	Iteration 99Q: 3 clusters Score -2.546226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165589 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -25462262.000000 Penalty: 5974.346191
	Iteration 100F: 3 clusters Score -2.546226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165607 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -25462278.000000 Penalty: 5974.346191
	Iteration 101Q: 3 clusters Score -2.546228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -25462290.000000 Penalty: 5974.346191
	Iteration 102Q: 3 clusters Score -2.546229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -25462278.000000 Penalty: 5974.346191
	Iteration 103Q: 3 clusters Score -2.546228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -25462272.000000 Penalty: 5974.346191
	Iteration 104Q: 3 clusters Score -2.546227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -25462276.000000 Penalty: 5974.346191
	Iteration 105Q: 3 clusters Score -2.546228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -25462270.000000 Penalty: 5974.346191
	Iteration 106Q: 3 clusters Score -2.546227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165678 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -25462284.000000 Penalty: 5974.346191
	Iteration 107Q: 3 clusters Score -2.546228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -25462292.000000 Penalty: 5974.346191
	Iteration 108Q: 3 clusters Score -2.546229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -25462286.000000 Penalty: 5974.346191
	Iteration 109Q: 3 clusters Score -2.546229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165700 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -25462272.000000 Penalty: 5974.346191
	Iteration 110Q: 3 clusters Score -2.546227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165711 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -25462282.000000 Penalty: 5974.346191
	Iteration 111Q: 3 clusters Score -2.546228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -25462286.000000 Penalty: 5974.346191
	Iteration 112Q: 3 clusters Score -2.546229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -25462306.000000 Penalty: 5974.346191
	Iteration 113Q: 3 clusters Score -2.546231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -25462298.000000 Penalty: 5974.346191
	Iteration 114Q: 3 clusters Score -2.54623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -25462278.000000 Penalty: 5974.346191
	Iteration 115Q: 3 clusters Score -2.546228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -25462296.000000 Penalty: 5974.346191
	Iteration 116Q: 3 clusters Score -2.54623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -25462310.000000 Penalty: 5974.346191
	Iteration 117Q: 3 clusters Score -2.546231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -25462270.000000 Penalty: 5974.346191
	Iteration 118Q: 3 clusters Score -2.546227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165855 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -25462270.000000 Penalty: 5974.346191
	Iteration 119Q: 3 clusters Score -2.546227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -25462260.000000 Penalty: 5974.346191
	Iteration 120F: 3 clusters Score -2.546226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -25462264.000000 Penalty: 5974.346191
	Iteration 121Q: 3 clusters Score -2.546226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -25462260.000000 Penalty: 5974.346191
	Iteration 122Q: 3 clusters Score -2.546226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -25462270.000000 Penalty: 5974.346191
	Iteration 123Q: 3 clusters Score -2.546227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -25462270.000000 Penalty: 5974.346191
	Iteration 124Q: 3 clusters Score -2.546227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -25462272.000000 Penalty: 5974.346191
	Iteration 125Q: 3 clusters Score -2.546227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -25462272.000000 Penalty: 5974.346191
	Iteration 126Q: 3 clusters Score -2.546227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165930 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -25462276.000000 Penalty: 5974.346191
	Iteration 127Q: 3 clusters Score -2.546228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165932 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -25462268.000000 Penalty: 5974.346191
	Iteration 128Q: 3 clusters Score -2.546227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -25462282.000000 Penalty: 5974.346191
	Iteration 129Q: 3 clusters Score -2.546228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165934 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -25462264.000000 Penalty: 5974.346191
	Iteration 130Q: 3 clusters Score -2.546226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165934 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -25462264.000000 Penalty: 5974.346191
	Iteration 131F: 3 clusters Score -2.546226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Entering Unmasked Estep 
Score: -5972724.500000 Penalty: 2647.974365
	Iteration 0F: 2 clusters Score -5972724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5943342.500000 Penalty: 5295.948730
	Iteration 0F: 3 clusters Score -5943342 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5954455.500000 Penalty: 5295.948730
	Iteration 1F: 3 clusters Score -5954456 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5955285.500000 Penalty: 5295.948730
	Iteration 2Q: 3 clusters Score -5955286 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -5956488.500000 Penalty: 5295.948730
	Iteration 3F: 3 clusters Score -5956488 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5958046.500000 Penalty: 5295.948730
	Iteration 4F: 3 clusters Score -5958046 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5959902.500000 Penalty: 5295.948730
	Iteration 5F: 3 clusters Score -5959902 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -5962005.500000 Penalty: 5295.948730
	Iteration 6F: 3 clusters Score -5962006 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5964025.500000 Penalty: 5295.948730
	Iteration 7F: 3 clusters Score -5964026 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -5965811.500000 Penalty: 5295.948730
	Iteration 8F: 3 clusters Score -5965812 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -5967165.000000 Penalty: 5295.948730
	Iteration 9Q: 3 clusters Score -5967165 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -5968278.000000 Penalty: 5295.948730
	Iteration 10Q: 3 clusters Score -5968278 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -5969199.500000 Penalty: 5295.948730
	Iteration 11Q: 3 clusters Score -5969200 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5969821.500000 Penalty: 5295.948730
	Iteration 12Q: 3 clusters Score -5969822 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5970126.500000 Penalty: 5295.948730
	Iteration 13Q: 3 clusters Score -5970126 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5970296.000000 Penalty: 5295.948730
	Iteration 14Q: 3 clusters Score -5970296 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -5970387.500000 Penalty: 5295.948730
	Iteration 15Q: 3 clusters Score -5970388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5970420.500000 Penalty: 5295.948730
	Iteration 16Q: 3 clusters Score -5970420 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5970457.000000 Penalty: 5295.948730
	Iteration 17Q: 3 clusters Score -5970457 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5970471.000000 Penalty: 5295.948730
	Iteration 18Q: 3 clusters Score -5970471 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5970503.500000 Penalty: 5295.948730
	Iteration 19Q: 3 clusters Score -5970504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5970538.000000 Penalty: 5295.948730
	Iteration 20F: 3 clusters Score -5970538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5970574.500000 Penalty: 5295.948730
	Iteration 21Q: 3 clusters Score -5970574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5970578.000000 Penalty: 5295.948730
	Iteration 22Q: 3 clusters Score -5970578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5970591.000000 Penalty: 5295.948730
	Iteration 23Q: 3 clusters Score -5970591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5970607.000000 Penalty: 5295.948730
	Iteration 24Q: 3 clusters Score -5970607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5970629.500000 Penalty: 5295.948730
	Iteration 25Q: 3 clusters Score -5970630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5970651.500000 Penalty: 5295.948730
	Iteration 26Q: 3 clusters Score -5970652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5970670.500000 Penalty: 5295.948730
	Iteration 27Q: 3 clusters Score -5970670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5970676.000000 Penalty: 5295.948730
	Iteration 28Q: 3 clusters Score -5970676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5970677.000000 Penalty: 5295.948730
	Iteration 29Q: 3 clusters Score -5970677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5970682.000000 Penalty: 5295.948730
	Iteration 30Q: 3 clusters Score -5970682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5970711.000000 Penalty: 5295.948730
	Iteration 31Q: 3 clusters Score -5970711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5970717.500000 Penalty: 5295.948730
	Iteration 32Q: 3 clusters Score -5970718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5970732.500000 Penalty: 5295.948730
	Iteration 33Q: 3 clusters Score -5970732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5970724.500000 Penalty: 5295.948730
	Iteration 34Q: 3 clusters Score -5970724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5970725.500000 Penalty: 5295.948730
	Iteration 35Q: 3 clusters Score -5970726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5970731.500000 Penalty: 5295.948730
	Iteration 36Q: 3 clusters Score -5970732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5970726.000000 Penalty: 5295.948730
	Iteration 37Q: 3 clusters Score -5970726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5970735.500000 Penalty: 5295.948730
	Iteration 38Q: 3 clusters Score -5970736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5970734.000000 Penalty: 5295.948730
	Iteration 39Q: 3 clusters Score -5970734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5970747.000000 Penalty: 5295.948730
	Iteration 40F: 3 clusters Score -5970747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5970753.000000 Penalty: 5295.948730
	Iteration 41Q: 3 clusters Score -5970753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5970753.500000 Penalty: 5295.948730
	Iteration 42Q: 3 clusters Score -5970754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5970752.500000 Penalty: 5295.948730
	Iteration 43Q: 3 clusters Score -5970752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5970751.500000 Penalty: 5295.948730
	Iteration 44Q: 3 clusters Score -5970752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5970758.000000 Penalty: 5295.948730
	Iteration 45Q: 3 clusters Score -5970758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5970755.000000 Penalty: 5295.948730
	Iteration 46Q: 3 clusters Score -5970755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5970759.500000 Penalty: 5295.948730
	Iteration 47Q: 3 clusters Score -5970760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5970773.500000 Penalty: 5295.948730
	Iteration 48Q: 3 clusters Score -5970774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5970774.500000 Penalty: 5295.948730
	Iteration 49Q: 3 clusters Score -5970774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5970772.500000 Penalty: 5295.948730
	Iteration 50Q: 3 clusters Score -5970772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5970768.500000 Penalty: 5295.948730
	Iteration 51Q: 3 clusters Score -5970768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5970772.000000 Penalty: 5295.948730
	Iteration 52Q: 3 clusters Score -5970772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5970793.500000 Penalty: 5295.948730
	Iteration 53Q: 3 clusters Score -5970794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5970780.500000 Penalty: 5295.948730
	Iteration 54Q: 3 clusters Score -5970780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5970777.000000 Penalty: 5295.948730
	Iteration 55Q: 3 clusters Score -5970777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5970797.500000 Penalty: 5295.948730
	Iteration 56Q: 3 clusters Score -5970798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5970788.000000 Penalty: 5295.948730
	Iteration 57Q: 3 clusters Score -5970788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5970792.500000 Penalty: 5295.948730
	Iteration 58Q: 3 clusters Score -5970792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5970792.500000 Penalty: 5295.948730
	Iteration 59Q: 3 clusters Score -5970792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5970796.500000 Penalty: 5295.948730
	Iteration 60F: 3 clusters Score -5970796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5970795.000000 Penalty: 5295.948730
	Iteration 61Q: 3 clusters Score -5970795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5970797.000000 Penalty: 5295.948730
	Iteration 62Q: 3 clusters Score -5970797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5970798.500000 Penalty: 5295.948730
	Iteration 63Q: 3 clusters Score -5970798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5970796.000000 Penalty: 5295.948730
	Iteration 64Q: 3 clusters Score -5970796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5970793.000000 Penalty: 5295.948730
	Iteration 65Q: 3 clusters Score -5970793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5970798.000000 Penalty: 5295.948730
	Iteration 66Q: 3 clusters Score -5970798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5970798.000000 Penalty: 5295.948730
	Iteration 67F: 3 clusters Score -5970798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 6244 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 11420 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 51750 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 65993 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46452 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 11796 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157172 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1448 members 
Mstep: Class 28 contains 252 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 170255 members 
Mstep: Class 33 contains 43361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95466328.000000 Penalty: 122977.367188
Iteration 79Q: 38 clusters Score -9.546633e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 15460 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8429 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 7386 members 
Mstep: Class 10 contains 51567 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 65986 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46452 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 11802 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 157123 members 
Mstep: Class 24 contains 6453 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1450 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 170529 members 
Mstep: Class 33 contains 43361 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 387 members 
Mstep: Class 36 contains 2135 members 
Mstep: Class 37 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2801.804932 but Gain 3323.710938
Score: -95467432.000000 Penalty: 119653.656250
Iteration 80F: 37 clusters Score -9.546743e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 15460 members 
Mstep: Class 3 contains 6144 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8416 members 
Mstep: Class 6 contains 11422 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 51377 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 65982 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46446 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 156962 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1464 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 170737 members 
Mstep: Class 33 contains 43361 members 
Mstep: Class 34 contains 240 members 
Mstep: Class 35 contains 378 members 
Mstep: Class 36 contains 2155 members 
Mstep: Class 37 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95469752.000000 Penalty: 119653.656250
Iteration 81Q: 37 clusters Score -9.546975e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 7450 members 
Mstep: Class 10 contains 51219 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 14571 members 
Mstep: Class 13 contains 65981 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46442 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11803 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 156799 members 
Mstep: Class 24 contains 6462 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1553 members 
Mstep: Class 32 contains 171003 members 
Mstep: Class 33 contains 43359 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 375 members 
Mstep: Class 36 contains 2159 members 
Mstep: Class 37 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470144.000000 Penalty: 119653.656250
Iteration 82Q: 37 clusters Score -9.547014e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8439 members 
Mstep: Class 6 contains 11417 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 51038 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 65978 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 46434 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11805 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 156669 members 
Mstep: Class 24 contains 6463 members 
Mstep: Class 25 contains 2106 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 171288 members 
Mstep: Class 33 contains 43357 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470264.000000 Penalty: 119653.656250
Iteration 83Q: 37 clusters Score -9.547026e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15457 members 
Mstep: Class 3 contains 5988 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 11409 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 50882 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 14567 members 
Mstep: Class 13 contains 65966 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 46430 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11807 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 156529 members 
Mstep: Class 24 contains 6462 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1495 members 
Mstep: Class 28 contains 296 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 171587 members 
Mstep: Class 33 contains 43357 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470056.000000 Penalty: 119653.656250
Iteration 84Q: 37 clusters Score -9.547006e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15457 members 
Mstep: Class 3 contains 5936 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8455 members 
Mstep: Class 6 contains 11403 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 50736 members 
Mstep: Class 11 contains 9521 members 
Mstep: Class 12 contains 14563 members 
Mstep: Class 13 contains 65954 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46425 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 156386 members 
Mstep: Class 24 contains 6462 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1499 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 171887 members 
Mstep: Class 33 contains 43361 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470144.000000 Penalty: 119653.656250
Iteration 85Q: 37 clusters Score -9.547014e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 11407 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 50567 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 14561 members 
Mstep: Class 13 contains 65946 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 46418 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11820 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 156241 members 
Mstep: Class 24 contains 6462 members 
Mstep: Class 25 contains 2090 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1499 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 172182 members 
Mstep: Class 33 contains 43367 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470064.000000 Penalty: 119653.656250
Iteration 86Q: 37 clusters Score -9.547006e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8483 members 
Mstep: Class 6 contains 11405 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 10 contains 50392 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 14560 members 
Mstep: Class 13 contains 65934 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 46418 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11828 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 156093 members 
Mstep: Class 24 contains 6465 members 
Mstep: Class 25 contains 2087 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 172471 members 
Mstep: Class 33 contains 43377 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470128.000000 Penalty: 119653.656250
Iteration 87Q: 37 clusters Score -9.547013e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15459 members 
Mstep: Class 3 contains 5808 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8490 members 
Mstep: Class 6 contains 11400 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 7654 members 
Mstep: Class 10 contains 50232 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 14560 members 
Mstep: Class 13 contains 65921 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 46410 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11832 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 156002 members 
Mstep: Class 24 contains 6466 members 
Mstep: Class 25 contains 2080 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 172729 members 
Mstep: Class 33 contains 43390 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470248.000000 Penalty: 119653.656250
Iteration 88Q: 37 clusters Score -9.547025e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15460 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 11397 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 7670 members 
Mstep: Class 10 contains 50098 members 
Mstep: Class 11 contains 9528 members 
Mstep: Class 12 contains 14558 members 
Mstep: Class 13 contains 65912 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46403 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11838 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 155888 members 
Mstep: Class 24 contains 6466 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 173008 members 
Mstep: Class 33 contains 43397 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470352.000000 Penalty: 119653.656250
Iteration 89Q: 37 clusters Score -9.547035e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15463 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8506 members 
Mstep: Class 6 contains 11394 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 7677 members 
Mstep: Class 10 contains 49941 members 
Mstep: Class 11 contains 9529 members 
Mstep: Class 12 contains 14556 members 
Mstep: Class 13 contains 65909 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46390 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11843 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 155797 members 
Mstep: Class 24 contains 6466 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 173278 members 
Mstep: Class 33 contains 43404 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470400.000000 Penalty: 119653.656250
Iteration 90Q: 37 clusters Score -9.54704e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15465 members 
Mstep: Class 3 contains 5694 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8515 members 
Mstep: Class 6 contains 11386 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 7672 members 
Mstep: Class 10 contains 49789 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 65911 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46378 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11848 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 155706 members 
Mstep: Class 24 contains 6464 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 173557 members 
Mstep: Class 33 contains 43404 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470496.000000 Penalty: 119653.656250
Iteration 91Q: 37 clusters Score -9.54705e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15469 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8519 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 7681 members 
Mstep: Class 10 contains 49660 members 
Mstep: Class 11 contains 9542 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 65905 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46371 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11851 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 155611 members 
Mstep: Class 24 contains 6464 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 173816 members 
Mstep: Class 33 contains 43407 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470584.000000 Penalty: 119653.656250
Iteration 92Q: 37 clusters Score -9.547058e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 5600 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8524 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 7689 members 
Mstep: Class 10 contains 49536 members 
Mstep: Class 11 contains 9546 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 65903 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46366 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11855 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 155484 members 
Mstep: Class 24 contains 6465 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1562 members 
Mstep: Class 32 contains 174098 members 
Mstep: Class 33 contains 43406 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470608.000000 Penalty: 119653.656250
Iteration 93Q: 37 clusters Score -9.547061e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 15467 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 7686 members 
Mstep: Class 10 contains 49419 members 
Mstep: Class 11 contains 9550 members 
Mstep: Class 12 contains 14556 members 
Mstep: Class 13 contains 65895 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46359 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11856 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 155310 members 
Mstep: Class 24 contains 6467 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 174426 members 
Mstep: Class 33 contains 43413 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470400.000000 Penalty: 119653.656250
Iteration 94Q: 37 clusters Score -9.54704e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15467 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 11373 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 7700 members 
Mstep: Class 10 contains 49292 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 12 contains 14552 members 
Mstep: Class 13 contains 65897 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46352 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11860 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 155126 members 
Mstep: Class 24 contains 6467 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 174767 members 
Mstep: Class 33 contains 43411 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470736.000000 Penalty: 119653.656250
Iteration 95Q: 37 clusters Score -9.547074e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 11373 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 10 contains 49163 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 65896 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46345 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11866 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 154940 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 175104 members 
Mstep: Class 33 contains 43412 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470824.000000 Penalty: 119653.656250
Iteration 96Q: 37 clusters Score -9.547082e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 15470 members 
Mstep: Class 3 contains 5405 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 49034 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 65894 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46336 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11870 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 154705 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 175506 members 
Mstep: Class 33 contains 43416 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470872.000000 Penalty: 119653.656250
Iteration 97Q: 37 clusters Score -9.547087e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 48891 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 12 contains 14550 members 
Mstep: Class 13 contains 65891 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46334 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11869 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 154462 members 
Mstep: Class 24 contains 6467 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 175934 members 
Mstep: Class 33 contains 43423 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470816.000000 Penalty: 119653.656250
Iteration 98Q: 37 clusters Score -9.547082e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 15472 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 48763 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 12 contains 14550 members 
Mstep: Class 13 contains 65893 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46331 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11870 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 154176 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 176388 members 
Mstep: Class 33 contains 43421 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95470776.000000 Penalty: 119653.656250
Iteration 99Q: 37 clusters Score -9.547078e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 15472 members 
Mstep: Class 3 contains 5271 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 48623 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 65893 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46328 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11872 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 153893 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 176849 members 
Mstep: Class 33 contains 43421 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471152.000000 Penalty: 119653.656250
Iteration 100F: 37 clusters Score -9.547115e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 15477 members 
Mstep: Class 3 contains 5239 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8596 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 7711 members 
Mstep: Class 10 contains 48489 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 12 contains 14546 members 
Mstep: Class 13 contains 65895 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46321 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11872 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 153589 members 
Mstep: Class 24 contains 6467 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 177311 members 
Mstep: Class 33 contains 43425 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471304.000000 Penalty: 119653.656250
Iteration 101Q: 37 clusters Score -9.54713e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 5211 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 48353 members 
Mstep: Class 11 contains 9564 members 
Mstep: Class 12 contains 14546 members 
Mstep: Class 13 contains 65892 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46320 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11872 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 153289 members 
Mstep: Class 24 contains 6467 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 177756 members 
Mstep: Class 33 contains 43429 members 
Mstep: Class 34 contains 252 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471536.000000 Penalty: 119653.656250
Iteration 102Q: 37 clusters Score -9.547154e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15480 members 
Mstep: Class 3 contains 5191 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8614 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 48221 members 
Mstep: Class 11 contains 9569 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 65893 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46319 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11872 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3651 members 
Mstep: Class 23 contains 153035 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 178148 members 
Mstep: Class 33 contains 43427 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471584.000000 Penalty: 119653.656250
Iteration 103Q: 37 clusters Score -9.547158e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15480 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8623 members 
Mstep: Class 6 contains 11370 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 7730 members 
Mstep: Class 10 contains 48072 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 14546 members 
Mstep: Class 13 contains 65898 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46316 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11872 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 152791 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 178532 members 
Mstep: Class 33 contains 43428 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471640.000000 Penalty: 119653.656250
Iteration 104Q: 37 clusters Score -9.547164e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 15476 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8631 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 7730 members 
Mstep: Class 10 contains 47943 members 
Mstep: Class 11 contains 9570 members 
Mstep: Class 12 contains 14544 members 
Mstep: Class 13 contains 65900 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46313 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11871 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 152508 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 178946 members 
Mstep: Class 33 contains 43431 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471728.000000 Penalty: 119653.656250
Iteration 105Q: 37 clusters Score -9.547173e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 15476 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 47809 members 
Mstep: Class 11 contains 9569 members 
Mstep: Class 12 contains 14543 members 
Mstep: Class 13 contains 65904 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46312 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11873 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 152244 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 179359 members 
Mstep: Class 33 contains 43432 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471816.000000 Penalty: 119653.656250
Iteration 106Q: 37 clusters Score -9.547182e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 15474 members 
Mstep: Class 3 contains 5104 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8651 members 
Mstep: Class 6 contains 11376 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 47676 members 
Mstep: Class 11 contains 9571 members 
Mstep: Class 12 contains 14540 members 
Mstep: Class 13 contains 65909 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46313 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11874 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 151950 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 179795 members 
Mstep: Class 33 contains 43433 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471824.000000 Penalty: 119653.656250
Iteration 107Q: 37 clusters Score -9.547182e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 15472 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8665 members 
Mstep: Class 6 contains 11370 members 
Mstep: Class 7 contains 6498 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 7737 members 
Mstep: Class 10 contains 47530 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 14536 members 
Mstep: Class 13 contains 65908 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46312 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 151663 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1502 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 180244 members 
Mstep: Class 33 contains 43431 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471936.000000 Penalty: 119653.656250
Iteration 108Q: 37 clusters Score -9.547194e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 15467 members 
Mstep: Class 3 contains 5060 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 7739 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 11 contains 9571 members 
Mstep: Class 12 contains 14533 members 
Mstep: Class 13 contains 65911 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46309 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 151362 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1503 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 180686 members 
Mstep: Class 33 contains 43435 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471984.000000 Penalty: 119653.656250
Iteration 109Q: 37 clusters Score -9.547198e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15465 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8694 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 7722 members 
Mstep: Class 10 contains 47263 members 
Mstep: Class 11 contains 9576 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 65914 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46305 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 151040 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 181181 members 
Mstep: Class 33 contains 43438 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471760.000000 Penalty: 119653.656250
Iteration 110Q: 37 clusters Score -9.547176e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15456 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 11353 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 7700 members 
Mstep: Class 10 contains 47115 members 
Mstep: Class 11 contains 9577 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 65911 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46298 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 150758 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1563 members 
Mstep: Class 32 contains 181677 members 
Mstep: Class 33 contains 43441 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95471960.000000 Penalty: 119653.656250
Iteration 111Q: 37 clusters Score -9.547196e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 11345 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 7692 members 
Mstep: Class 10 contains 46952 members 
Mstep: Class 11 contains 9580 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 65918 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46289 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11876 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 150462 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 182171 members 
Mstep: Class 33 contains 43448 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472000.000000 Penalty: 119653.656250
Iteration 112Q: 37 clusters Score -9.5472e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15445 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 11349 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 10 contains 46775 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 65924 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46284 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11876 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 150150 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 182691 members 
Mstep: Class 33 contains 43449 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472056.000000 Penalty: 119653.656250
Iteration 113Q: 37 clusters Score -9.547206e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 11345 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 46583 members 
Mstep: Class 11 contains 9585 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 65925 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46281 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11876 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 149862 members 
Mstep: Class 24 contains 6470 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1565 members 
Mstep: Class 32 contains 183179 members 
Mstep: Class 33 contains 43453 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472208.000000 Penalty: 119653.656250
Iteration 114Q: 37 clusters Score -9.547221e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8733 members 
Mstep: Class 6 contains 11337 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 46406 members 
Mstep: Class 11 contains 9586 members 
Mstep: Class 12 contains 14518 members 
Mstep: Class 13 contains 65927 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46279 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 149561 members 
Mstep: Class 24 contains 6470 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1565 members 
Mstep: Class 32 contains 183671 members 
Mstep: Class 33 contains 43457 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472160.000000 Penalty: 119653.656250
Iteration 115Q: 37 clusters Score -9.547216e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 4894 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8738 members 
Mstep: Class 6 contains 11336 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 3007 members 
Mstep: Class 9 contains 7681 members 
Mstep: Class 10 contains 46248 members 
Mstep: Class 11 contains 9589 members 
Mstep: Class 12 contains 14518 members 
Mstep: Class 13 contains 65928 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46277 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 149251 members 
Mstep: Class 24 contains 6471 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1565 members 
Mstep: Class 32 contains 184162 members 
Mstep: Class 33 contains 43457 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472272.000000 Penalty: 119653.656250
Iteration 116Q: 37 clusters Score -9.547227e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 4872 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8741 members 
Mstep: Class 6 contains 11331 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 46115 members 
Mstep: Class 11 contains 9595 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 65927 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46273 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 148908 members 
Mstep: Class 24 contains 6471 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1565 members 
Mstep: Class 32 contains 184669 members 
Mstep: Class 33 contains 43461 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472536.000000 Penalty: 119653.656250
Iteration 117Q: 37 clusters Score -9.547254e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8743 members 
Mstep: Class 6 contains 11324 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 10 contains 45996 members 
Mstep: Class 11 contains 9599 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 65924 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 46269 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 148572 members 
Mstep: Class 24 contains 6472 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 185174 members 
Mstep: Class 33 contains 43461 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472584.000000 Penalty: 119653.656250
Iteration 118Q: 37 clusters Score -9.547258e+07 nChanged 1157
Entering ConstructFrom: 
Score: -95472584.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -619197.000000 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -619197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -615015.812500 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -615015.8 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -615986.000000 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -615986 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -616286.937500 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -616286.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -616456.250000 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -616456.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -616561.375000 Penalty: 4160.896973
	Iteration 4Q: 3 clusters Score -616561.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -616644.125000 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -616644.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -616723.312500 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -616723.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -616785.000000 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -616785 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -616855.500000 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -616855.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -616946.500000 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -616946.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -617029.500000 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -617029.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -617101.625000 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -617101.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -617167.562500 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -617167.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -617232.687500 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -617232.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -617291.000000 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -617291 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -617354.375000 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -617354.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -617424.000000 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -617424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -617500.750000 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -617500.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -617566.750000 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -617566.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -617623.500000 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -617623.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -617670.000000 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -617670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -617715.437500 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -617715.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -617765.187500 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -617765.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -617814.125000 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -617814.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -617849.500000 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -617849.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -617873.687500 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -617873.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -617893.500000 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -617893.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -617911.750000 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -617911.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -617928.000000 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -617928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -617942.625000 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -617942.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -617953.625000 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -617953.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -617967.187500 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -617967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -617975.250000 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -617975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -617976.875000 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -617976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -617976.562500 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -617976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -617976.562500 Penalty: 4160.896973
	Iteration 35F: 3 clusters Score -617976.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Entering Unmasked Estep 
Score: -2260221.000000 Penalty: 2392.002197
	Iteration 0F: 2 clusters Score -2260221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2249161.750000 Penalty: 4784.004395
	Iteration 0F: 3 clusters Score -2249162 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2252677.750000 Penalty: 4784.004395
	Iteration 1F: 3 clusters Score -2252678 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2253120.000000 Penalty: 4784.004395
	Iteration 2F: 3 clusters Score -2253120 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2253493.000000 Penalty: 4784.004395
	Iteration 3F: 3 clusters Score -2253493 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2253816.500000 Penalty: 4784.004395
	Iteration 4Q: 3 clusters Score -2253816 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2254152.000000 Penalty: 4784.004395
	Iteration 5Q: 3 clusters Score -2254152 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2254578.750000 Penalty: 4784.004395
	Iteration 6Q: 3 clusters Score -2254579 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2255112.250000 Penalty: 4784.004395
	Iteration 7Q: 3 clusters Score -2255112 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2255723.000000 Penalty: 4784.004395
	Iteration 8F: 3 clusters Score -2255723 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2256290.250000 Penalty: 4784.004395
	Iteration 9Q: 3 clusters Score -2256290 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2256837.250000 Penalty: 4784.004395
	Iteration 10Q: 3 clusters Score -2256837 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2257311.750000 Penalty: 4784.004395
	Iteration 11Q: 3 clusters Score -2257312 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2257640.500000 Penalty: 4784.004395
	Iteration 12Q: 3 clusters Score -2257640 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2257830.250000 Penalty: 4784.004395
	Iteration 13Q: 3 clusters Score -2257830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2257958.000000 Penalty: 4784.004395
	Iteration 14Q: 3 clusters Score -2257958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2258062.750000 Penalty: 4784.004395
	Iteration 15Q: 3 clusters Score -2258063 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2258155.000000 Penalty: 4784.004395
	Iteration 16Q: 3 clusters Score -2258155 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2258251.750000 Penalty: 4784.004395
	Iteration 17Q: 3 clusters Score -2258252 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2258352.500000 Penalty: 4784.004395
	Iteration 18Q: 3 clusters Score -2258352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2258462.000000 Penalty: 4784.004395
	Iteration 19Q: 3 clusters Score -2258462 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2258539.500000 Penalty: 4784.004395
	Iteration 20F: 3 clusters Score -2258540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2258629.500000 Penalty: 4784.004395
	Iteration 21Q: 3 clusters Score -2258630 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2258716.000000 Penalty: 4784.004395
	Iteration 22Q: 3 clusters Score -2258716 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2258777.500000 Penalty: 4784.004395
	Iteration 23Q: 3 clusters Score -2258778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2258827.250000 Penalty: 4784.004395
	Iteration 24Q: 3 clusters Score -2258827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2258857.250000 Penalty: 4784.004395
	Iteration 25Q: 3 clusters Score -2258857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2258882.000000 Penalty: 4784.004395
	Iteration 26Q: 3 clusters Score -2258882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2258903.250000 Penalty: 4784.004395
	Iteration 27Q: 3 clusters Score -2258903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2258913.500000 Penalty: 4784.004395
	Iteration 28Q: 3 clusters Score -2258914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2258914.000000 Penalty: 4784.004395
	Iteration 29Q: 3 clusters Score -2258914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2258924.250000 Penalty: 4784.004395
	Iteration 30Q: 3 clusters Score -2258924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2258925.250000 Penalty: 4784.004395
	Iteration 31Q: 3 clusters Score -2258925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2258926.500000 Penalty: 4784.004395
	Iteration 32Q: 3 clusters Score -2258926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2258931.750000 Penalty: 4784.004395
	Iteration 33Q: 3 clusters Score -2258932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2258933.000000 Penalty: 4784.004395
	Iteration 34Q: 3 clusters Score -2258933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2258933.000000 Penalty: 4784.004395
	Iteration 35Q: 3 clusters Score -2258933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2258934.500000 Penalty: 4784.004395
	Iteration 36Q: 3 clusters Score -2258934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2258935.250000 Penalty: 4784.004395
	Iteration 37Q: 3 clusters Score -2258935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2258935.250000 Penalty: 4784.004395
	Iteration 38F: 3 clusters Score -2258935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -699254.312500 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -699254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -694824.187500 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -694824.2 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -695843.125000 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -695843.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -696091.937500 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -696091.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -696318.687500 Penalty: 4207.062012
	Iteration 3F: 3 clusters Score -696318.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -696572.750000 Penalty: 4207.062012
	Iteration 4F: 3 clusters Score -696572.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -696793.125000 Penalty: 4207.062012
	Iteration 5F: 3 clusters Score -696793.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -696978.187500 Penalty: 4207.062012
	Iteration 6F: 3 clusters Score -696978.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -697159.937500 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -697159.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -697344.500000 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -697344.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -697480.937500 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -697480.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -697573.000000 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -697573 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -697636.437500 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -697636.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -697680.687500 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -697680.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -697710.000000 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -697710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -697736.000000 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -697736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -697763.687500 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -697763.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -697782.062500 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -697782.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -697799.125000 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -697799.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -697812.750000 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -697812.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -697818.062500 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -697818.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -697822.875000 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -697822.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -697829.812500 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -697829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -697831.187500 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -697831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -697835.875000 Penalty: 4207.062012
	Iteration 23Q: 3 clusters Score -697835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -697839.625000 Penalty: 4207.062012
	Iteration 24Q: 3 clusters Score -697839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -697842.687500 Penalty: 4207.062012
	Iteration 25Q: 3 clusters Score -697842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -697848.812500 Penalty: 4207.062012
	Iteration 26Q: 3 clusters Score -697848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -697852.250000 Penalty: 4207.062012
	Iteration 27Q: 3 clusters Score -697852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -697855.312500 Penalty: 4207.062012
	Iteration 28Q: 3 clusters Score -697855.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -697858.062500 Penalty: 4207.062012
	Iteration 29Q: 3 clusters Score -697858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -697860.187500 Penalty: 4207.062012
	Iteration 30Q: 3 clusters Score -697860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -697863.000000 Penalty: 4207.062012
	Iteration 31Q: 3 clusters Score -697863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -697862.625000 Penalty: 4207.062012
	Iteration 32Q: 3 clusters Score -697862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -697863.312500 Penalty: 4207.062012
	Iteration 33Q: 3 clusters Score -697863.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -697863.312500 Penalty: 4207.062012
	Iteration 34F: 3 clusters Score -697863.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100403.820312 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100403.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100731.351562 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100731.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100917.585938 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -100917.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101107.218750 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -101107.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101204.992188 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -101205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101289.281250 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -101289.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101348.492188 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -101348.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101376.414062 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -101376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101392.601562 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -101392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101403.265625 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -101403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101414.148438 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -101414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101427.789062 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -101427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101432.992188 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -101433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101434.132812 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -101434.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101436.304688 Penalty: 3324.172363
	Iteration 14F: 3 clusters Score -101436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101440.250000 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -101440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101446.523438 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -101446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101451.757812 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -101451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101458.609375 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -101458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101461.351562 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -101461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101463.671875 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -101463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101465.828125 Penalty: 3324.172363
	Iteration 21Q: 3 clusters Score -101465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101465.828125 Penalty: 3324.172363
	Iteration 22F: 3 clusters Score -101465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -1293710.250000 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -1293710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1286812.875000 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -1286813 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1288746.250000 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -1288746 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1289032.250000 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -1289032 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1289228.750000 Penalty: 4501.983887
	Iteration 3Q: 3 clusters Score -1289229 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1289444.750000 Penalty: 4501.983887
	Iteration 4Q: 3 clusters Score -1289445 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1289677.750000 Penalty: 4501.983887
	Iteration 5Q: 3 clusters Score -1289678 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1289923.125000 Penalty: 4501.983887
	Iteration 6Q: 3 clusters Score -1289923 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1290174.625000 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -1290175 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1290453.000000 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -1290453 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1290751.500000 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -1290752 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1291021.875000 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -1291022 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1291219.375000 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -1291219 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1291352.125000 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -1291352 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1291460.000000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -1291460 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1291538.750000 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -1291539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1291594.750000 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -1291595 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1291636.875000 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -1291637 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1291676.375000 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -1291676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1291700.875000 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -1291701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1291728.125000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -1291728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1291755.625000 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -1291756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1291784.250000 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -1291784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1291803.750000 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -1291804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1291817.125000 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -1291817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1291832.500000 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -1291832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1291848.125000 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -1291848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1291851.375000 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -1291851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1291859.125000 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -1291859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1291865.000000 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -1291865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1291865.375000 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -1291865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1291869.250000 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -1291869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1291870.500000 Penalty: 4501.983887
	Iteration 31Q: 3 clusters Score -1291870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1291870.000000 Penalty: 4501.983887
	Iteration 32Q: 3 clusters Score -1291870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1291870.375000 Penalty: 4501.983887
	Iteration 33Q: 3 clusters Score -1291870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1291870.625000 Penalty: 4501.983887
	Iteration 34Q: 3 clusters Score -1291871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1291873.375000 Penalty: 4501.983887
	Iteration 35Q: 3 clusters Score -1291873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1291874.875000 Penalty: 4501.983887
	Iteration 36Q: 3 clusters Score -1291875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1291874.875000 Penalty: 4501.983887
	Iteration 37Q: 3 clusters Score -1291875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1291874.375000 Penalty: 4501.983887
	Iteration 38Q: 3 clusters Score -1291874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1291874.625000 Penalty: 4501.983887
	Iteration 39Q: 3 clusters Score -1291875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1291874.375000 Penalty: 4501.983887
	Iteration 40F: 3 clusters Score -1291874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1291874.000000 Penalty: 4501.983887
	Iteration 41Q: 3 clusters Score -1291874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1291875.375000 Penalty: 4501.983887
	Iteration 42Q: 3 clusters Score -1291875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1291878.750000 Penalty: 4501.983887
	Iteration 43Q: 3 clusters Score -1291879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1291880.625000 Penalty: 4501.983887
	Iteration 44Q: 3 clusters Score -1291881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1291885.750000 Penalty: 4501.983887
	Iteration 45Q: 3 clusters Score -1291886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1291888.000000 Penalty: 4501.983887
	Iteration 46Q: 3 clusters Score -1291888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1291889.875000 Penalty: 4501.983887
	Iteration 47Q: 3 clusters Score -1291890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1291893.875000 Penalty: 4501.983887
	Iteration 48Q: 3 clusters Score -1291894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1291895.625000 Penalty: 4501.983887
	Iteration 49Q: 3 clusters Score -1291896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1291900.250000 Penalty: 4501.983887
	Iteration 50Q: 3 clusters Score -1291900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1291906.750000 Penalty: 4501.983887
	Iteration 51Q: 3 clusters Score -1291907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1291911.250000 Penalty: 4501.983887
	Iteration 52Q: 3 clusters Score -1291911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1291915.875000 Penalty: 4501.983887
	Iteration 53Q: 3 clusters Score -1291916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1291916.250000 Penalty: 4501.983887
	Iteration 54Q: 3 clusters Score -1291916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1291915.875000 Penalty: 4501.983887
	Iteration 55Q: 3 clusters Score -1291916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1291920.875000 Penalty: 4501.983887
	Iteration 56Q: 3 clusters Score -1291921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1291920.750000 Penalty: 4501.983887
	Iteration 57Q: 3 clusters Score -1291921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1291920.625000 Penalty: 4501.983887
	Iteration 58Q: 3 clusters Score -1291921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1291922.375000 Penalty: 4501.983887
	Iteration 59Q: 3 clusters Score -1291922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1291926.375000 Penalty: 4501.983887
	Iteration 60F: 3 clusters Score -1291926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1291926.125000 Penalty: 4501.983887
	Iteration 61Q: 3 clusters Score -1291926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1291926.375000 Penalty: 4501.983887
	Iteration 62Q: 3 clusters Score -1291926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1291927.125000 Penalty: 4501.983887
	Iteration 63Q: 3 clusters Score -1291927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1291928.125000 Penalty: 4501.983887
	Iteration 64Q: 3 clusters Score -1291928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1291928.125000 Penalty: 4501.983887
	Iteration 65F: 3 clusters Score -1291928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Entering Unmasked Estep 
Score: -1629226.750000 Penalty: 2315.088135
	Iteration 0F: 2 clusters Score -1629227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1620706.625000 Penalty: 4630.176270
	Iteration 0F: 3 clusters Score -1620707 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1623331.250000 Penalty: 4630.176270
	Iteration 1F: 3 clusters Score -1623331 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1623778.375000 Penalty: 4630.176270
	Iteration 2F: 3 clusters Score -1623778 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1624106.500000 Penalty: 4630.176270
	Iteration 3F: 3 clusters Score -1624106 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1624368.625000 Penalty: 4630.176270
	Iteration 4Q: 3 clusters Score -1624369 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1624613.250000 Penalty: 4630.176270
	Iteration 5Q: 3 clusters Score -1624613 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1624817.125000 Penalty: 4630.176270
	Iteration 6Q: 3 clusters Score -1624817 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1624988.875000 Penalty: 4630.176270
	Iteration 7Q: 3 clusters Score -1624989 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1625175.625000 Penalty: 4630.176270
	Iteration 8Q: 3 clusters Score -1625176 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1625372.625000 Penalty: 4630.176270
	Iteration 9Q: 3 clusters Score -1625373 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1625572.750000 Penalty: 4630.176270
	Iteration 10Q: 3 clusters Score -1625573 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1625760.625000 Penalty: 4630.176270
	Iteration 11Q: 3 clusters Score -1625761 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1625926.750000 Penalty: 4630.176270
	Iteration 12Q: 3 clusters Score -1625927 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1626071.125000 Penalty: 4630.176270
	Iteration 13Q: 3 clusters Score -1626071 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1626219.375000 Penalty: 4630.176270
	Iteration 14Q: 3 clusters Score -1626219 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1626355.250000 Penalty: 4630.176270
	Iteration 15Q: 3 clusters Score -1626355 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1626462.500000 Penalty: 4630.176270
	Iteration 16Q: 3 clusters Score -1626462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1626530.000000 Penalty: 4630.176270
	Iteration 17Q: 3 clusters Score -1626530 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1626588.125000 Penalty: 4630.176270
	Iteration 18Q: 3 clusters Score -1626588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1626639.625000 Penalty: 4630.176270
	Iteration 19Q: 3 clusters Score -1626640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1626688.750000 Penalty: 4630.176270
	Iteration 20F: 3 clusters Score -1626689 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1626728.125000 Penalty: 4630.176270
	Iteration 21Q: 3 clusters Score -1626728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1626754.250000 Penalty: 4630.176270
	Iteration 22Q: 3 clusters Score -1626754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1626771.125000 Penalty: 4630.176270
	Iteration 23Q: 3 clusters Score -1626771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1626787.500000 Penalty: 4630.176270
	Iteration 24Q: 3 clusters Score -1626788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1626802.875000 Penalty: 4630.176270
	Iteration 25Q: 3 clusters Score -1626803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1626816.750000 Penalty: 4630.176270
	Iteration 26Q: 3 clusters Score -1626817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1626826.250000 Penalty: 4630.176270
	Iteration 27Q: 3 clusters Score -1626826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1626835.250000 Penalty: 4630.176270
	Iteration 28Q: 3 clusters Score -1626835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1626852.875000 Penalty: 4630.176270
	Iteration 29Q: 3 clusters Score -1626853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1626869.875000 Penalty: 4630.176270
	Iteration 30Q: 3 clusters Score -1626870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1626888.000000 Penalty: 4630.176270
	Iteration 31Q: 3 clusters Score -1626888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1626885.000000 Penalty: 4630.176270
	Iteration 32Q: 3 clusters Score -1626885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1626900.000000 Penalty: 4630.176270
	Iteration 33Q: 3 clusters Score -1626900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1626903.875000 Penalty: 4630.176270
	Iteration 34Q: 3 clusters Score -1626904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1626910.125000 Penalty: 4630.176270
	Iteration 35Q: 3 clusters Score -1626910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1626915.375000 Penalty: 4630.176270
	Iteration 36Q: 3 clusters Score -1626915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1626922.125000 Penalty: 4630.176270
	Iteration 37Q: 3 clusters Score -1626922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1626920.000000 Penalty: 4630.176270
	Iteration 38Q: 3 clusters Score -1626920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1626931.250000 Penalty: 4630.176270
	Iteration 39Q: 3 clusters Score -1626931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1626937.750000 Penalty: 4630.176270
	Iteration 40F: 3 clusters Score -1626938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1626944.500000 Penalty: 4630.176270
	Iteration 41Q: 3 clusters Score -1626944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1626949.250000 Penalty: 4630.176270
	Iteration 42Q: 3 clusters Score -1626949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1626962.250000 Penalty: 4630.176270
	Iteration 43Q: 3 clusters Score -1626962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1626965.750000 Penalty: 4630.176270
	Iteration 44Q: 3 clusters Score -1626966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1626969.750000 Penalty: 4630.176270
	Iteration 45Q: 3 clusters Score -1626970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1626974.500000 Penalty: 4630.176270
	Iteration 46Q: 3 clusters Score -1626974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1626978.125000 Penalty: 4630.176270
	Iteration 47Q: 3 clusters Score -1626978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1626988.125000 Penalty: 4630.176270
	Iteration 48Q: 3 clusters Score -1626988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1626986.750000 Penalty: 4630.176270
	Iteration 49Q: 3 clusters Score -1626987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1626990.625000 Penalty: 4630.176270
	Iteration 50Q: 3 clusters Score -1626991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1626995.500000 Penalty: 4630.176270
	Iteration 51Q: 3 clusters Score -1626996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1626993.375000 Penalty: 4630.176270
	Iteration 52Q: 3 clusters Score -1626993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1627003.125000 Penalty: 4630.176270
	Iteration 53Q: 3 clusters Score -1627003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1627007.375000 Penalty: 4630.176270
	Iteration 54Q: 3 clusters Score -1627007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1627005.750000 Penalty: 4630.176270
	Iteration 55Q: 3 clusters Score -1627006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1627015.625000 Penalty: 4630.176270
	Iteration 56Q: 3 clusters Score -1627016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1627024.250000 Penalty: 4630.176270
	Iteration 57Q: 3 clusters Score -1627024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1627027.625000 Penalty: 4630.176270
	Iteration 58Q: 3 clusters Score -1627028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1627030.625000 Penalty: 4630.176270
	Iteration 59Q: 3 clusters Score -1627031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1627039.875000 Penalty: 4630.176270
	Iteration 60F: 3 clusters Score -1627040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1627051.000000 Penalty: 4630.176270
	Iteration 61Q: 3 clusters Score -1627051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1627052.000000 Penalty: 4630.176270
	Iteration 62Q: 3 clusters Score -1627052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1627058.250000 Penalty: 4630.176270
	Iteration 63Q: 3 clusters Score -1627058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1627066.125000 Penalty: 4630.176270
	Iteration 64Q: 3 clusters Score -1627066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1627076.625000 Penalty: 4630.176270
	Iteration 65Q: 3 clusters Score -1627077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1627083.000000 Penalty: 4630.176270
	Iteration 66Q: 3 clusters Score -1627083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1627092.500000 Penalty: 4630.176270
	Iteration 67Q: 3 clusters Score -1627092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1627098.625000 Penalty: 4630.176270
	Iteration 68Q: 3 clusters Score -1627099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1627116.375000 Penalty: 4630.176270
	Iteration 69Q: 3 clusters Score -1627116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1627128.125000 Penalty: 4630.176270
	Iteration 70Q: 3 clusters Score -1627128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1627146.250000 Penalty: 4630.176270
	Iteration 71Q: 3 clusters Score -1627146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1627159.250000 Penalty: 4630.176270
	Iteration 72Q: 3 clusters Score -1627159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1627179.500000 Penalty: 4630.176270
	Iteration 73Q: 3 clusters Score -1627180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1627184.500000 Penalty: 4630.176270
	Iteration 74Q: 3 clusters Score -1627184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1627191.625000 Penalty: 4630.176270
	Iteration 75Q: 3 clusters Score -1627192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1627191.375000 Penalty: 4630.176270
	Iteration 76Q: 3 clusters Score -1627191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1627192.375000 Penalty: 4630.176270
	Iteration 77Q: 3 clusters Score -1627192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1627197.250000 Penalty: 4630.176270
	Iteration 78Q: 3 clusters Score -1627197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1627198.375000 Penalty: 4630.176270
	Iteration 79Q: 3 clusters Score -1627198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1627207.875000 Penalty: 4630.176270
	Iteration 80F: 3 clusters Score -1627208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1627211.125000 Penalty: 4630.176270
	Iteration 81Q: 3 clusters Score -1627211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1627213.250000 Penalty: 4630.176270
	Iteration 82Q: 3 clusters Score -1627213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1627219.875000 Penalty: 4630.176270
	Iteration 83Q: 3 clusters Score -1627220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1627219.250000 Penalty: 4630.176270
	Iteration 84Q: 3 clusters Score -1627219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1627219.625000 Penalty: 4630.176270
	Iteration 85Q: 3 clusters Score -1627220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1627225.250000 Penalty: 4630.176270
	Iteration 86Q: 3 clusters Score -1627225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1627225.625000 Penalty: 4630.176270
	Iteration 87Q: 3 clusters Score -1627226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1627232.125000 Penalty: 4630.176270
	Iteration 88Q: 3 clusters Score -1627232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1627237.250000 Penalty: 4630.176270
	Iteration 89Q: 3 clusters Score -1627237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1627237.500000 Penalty: 4630.176270
	Iteration 90Q: 3 clusters Score -1627238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1627245.375000 Penalty: 4630.176270
	Iteration 91Q: 3 clusters Score -1627245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1627253.125000 Penalty: 4630.176270
	Iteration 92Q: 3 clusters Score -1627253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1627259.625000 Penalty: 4630.176270
	Iteration 93Q: 3 clusters Score -1627260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1627269.250000 Penalty: 4630.176270
	Iteration 94Q: 3 clusters Score -1627269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1627281.500000 Penalty: 4630.176270
	Iteration 95Q: 3 clusters Score -1627282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1627291.500000 Penalty: 4630.176270
	Iteration 96Q: 3 clusters Score -1627292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1627301.500000 Penalty: 4630.176270
	Iteration 97Q: 3 clusters Score -1627302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1627308.000000 Penalty: 4630.176270
	Iteration 98Q: 3 clusters Score -1627308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1627312.250000 Penalty: 4630.176270
	Iteration 99Q: 3 clusters Score -1627312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1627315.375000 Penalty: 4630.176270
	Iteration 100F: 3 clusters Score -1627315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1627329.875000 Penalty: 4630.176270
	Iteration 101Q: 3 clusters Score -1627330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1627334.250000 Penalty: 4630.176270
	Iteration 102Q: 3 clusters Score -1627334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1627340.500000 Penalty: 4630.176270
	Iteration 103Q: 3 clusters Score -1627340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1627343.750000 Penalty: 4630.176270
	Iteration 104Q: 3 clusters Score -1627344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1627347.500000 Penalty: 4630.176270
	Iteration 105Q: 3 clusters Score -1627348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1627347.500000 Penalty: 4630.176270
	Iteration 106Q: 3 clusters Score -1627348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1627352.000000 Penalty: 4630.176270
	Iteration 107Q: 3 clusters Score -1627352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1627356.375000 Penalty: 4630.176270
	Iteration 108Q: 3 clusters Score -1627356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1627358.625000 Penalty: 4630.176270
	Iteration 109Q: 3 clusters Score -1627359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1627357.750000 Penalty: 4630.176270
	Iteration 110Q: 3 clusters Score -1627358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1627359.500000 Penalty: 4630.176270
	Iteration 111Q: 3 clusters Score -1627360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1627357.500000 Penalty: 4630.176270
	Iteration 112Q: 3 clusters Score -1627358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1627361.000000 Penalty: 4630.176270
	Iteration 113Q: 3 clusters Score -1627361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1627366.500000 Penalty: 4630.176270
	Iteration 114Q: 3 clusters Score -1627366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1627372.375000 Penalty: 4630.176270
	Iteration 115Q: 3 clusters Score -1627372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1627371.750000 Penalty: 4630.176270
	Iteration 116Q: 3 clusters Score -1627372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1627374.125000 Penalty: 4630.176270
	Iteration 117Q: 3 clusters Score -1627374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1627374.125000 Penalty: 4630.176270
	Iteration 118Q: 3 clusters Score -1627374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1627373.875000 Penalty: 4630.176270
	Iteration 119Q: 3 clusters Score -1627374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1627374.250000 Penalty: 4630.176270
	Iteration 120F: 3 clusters Score -1627374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1627375.125000 Penalty: 4630.176270
	Iteration 121Q: 3 clusters Score -1627375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1627376.500000 Penalty: 4630.176270
	Iteration 122Q: 3 clusters Score -1627376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1627379.625000 Penalty: 4630.176270
	Iteration 123Q: 3 clusters Score -1627380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1627379.500000 Penalty: 4630.176270
	Iteration 124Q: 3 clusters Score -1627380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1627378.125000 Penalty: 4630.176270
	Iteration 125Q: 3 clusters Score -1627378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1627380.750000 Penalty: 4630.176270
	Iteration 126Q: 3 clusters Score -1627381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1627386.125000 Penalty: 4630.176270
	Iteration 127Q: 3 clusters Score -1627386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1627385.625000 Penalty: 4630.176270
	Iteration 128Q: 3 clusters Score -1627386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1627384.500000 Penalty: 4630.176270
	Iteration 129Q: 3 clusters Score -1627384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1627385.500000 Penalty: 4630.176270
	Iteration 130Q: 3 clusters Score -1627386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1627386.000000 Penalty: 4630.176270
	Iteration 131Q: 3 clusters Score -1627386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1627385.750000 Penalty: 4630.176270
	Iteration 132Q: 3 clusters Score -1627386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1627387.125000 Penalty: 4630.176270
	Iteration 133Q: 3 clusters Score -1627387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1627389.125000 Penalty: 4630.176270
	Iteration 134Q: 3 clusters Score -1627389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1627390.375000 Penalty: 4630.176270
	Iteration 135Q: 3 clusters Score -1627390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1627389.625000 Penalty: 4630.176270
	Iteration 136Q: 3 clusters Score -1627390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1627391.000000 Penalty: 4630.176270
	Iteration 137Q: 3 clusters Score -1627391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1627391.875000 Penalty: 4630.176270
	Iteration 138Q: 3 clusters Score -1627392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1627392.375000 Penalty: 4630.176270
	Iteration 139Q: 3 clusters Score -1627392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1627393.375000 Penalty: 4630.176270
	Iteration 140F: 3 clusters Score -1627393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1627397.875000 Penalty: 4630.176270
	Iteration 141Q: 3 clusters Score -1627398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1627398.875000 Penalty: 4630.176270
	Iteration 142Q: 3 clusters Score -1627399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1627399.125000 Penalty: 4630.176270
	Iteration 143Q: 3 clusters Score -1627399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1627397.500000 Penalty: 4630.176270
	Iteration 144Q: 3 clusters Score -1627398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1627398.375000 Penalty: 4630.176270
	Iteration 145Q: 3 clusters Score -1627398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1627398.375000 Penalty: 4630.176270
	Iteration 146F: 3 clusters Score -1627398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -898669.687500 Penalty: 2176.910156
	Iteration 0F: 2 clusters Score -898669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -893255.250000 Penalty: 4353.820312
	Iteration 0F: 3 clusters Score -893255.2 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -894822.000000 Penalty: 4353.820312
	Iteration 1F: 3 clusters Score -894822 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -895174.687500 Penalty: 4353.820312
	Iteration 2F: 3 clusters Score -895174.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -895470.562500 Penalty: 4353.820312
	Iteration 3F: 3 clusters Score -895470.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -895730.250000 Penalty: 4353.820312
	Iteration 4F: 3 clusters Score -895730.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -895976.125000 Penalty: 4353.820312
	Iteration 5Q: 3 clusters Score -895976.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -896247.187500 Penalty: 4353.820312
	Iteration 6F: 3 clusters Score -896247.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -896457.062500 Penalty: 4353.820312
	Iteration 7F: 3 clusters Score -896457.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -896644.812500 Penalty: 4353.820312
	Iteration 8Q: 3 clusters Score -896644.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -896812.437500 Penalty: 4353.820312
	Iteration 9Q: 3 clusters Score -896812.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -896916.812500 Penalty: 4353.820312
	Iteration 10Q: 3 clusters Score -896916.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -897004.500000 Penalty: 4353.820312
	Iteration 11Q: 3 clusters Score -897004.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -897057.875000 Penalty: 4353.820312
	Iteration 12Q: 3 clusters Score -897057.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -897097.125000 Penalty: 4353.820312
	Iteration 13Q: 3 clusters Score -897097.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -897130.562500 Penalty: 4353.820312
	Iteration 14Q: 3 clusters Score -897130.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -897154.187500 Penalty: 4353.820312
	Iteration 15Q: 3 clusters Score -897154.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -897170.625000 Penalty: 4353.820312
	Iteration 16Q: 3 clusters Score -897170.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -897187.062500 Penalty: 4353.820312
	Iteration 17Q: 3 clusters Score -897187.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -897197.062500 Penalty: 4353.820312
	Iteration 18Q: 3 clusters Score -897197.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -897207.375000 Penalty: 4353.820312
	Iteration 19Q: 3 clusters Score -897207.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -897217.687500 Penalty: 4353.820312
	Iteration 20F: 3 clusters Score -897217.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -897226.937500 Penalty: 4353.820312
	Iteration 21Q: 3 clusters Score -897226.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -897230.875000 Penalty: 4353.820312
	Iteration 22Q: 3 clusters Score -897230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -897234.750000 Penalty: 4353.820312
	Iteration 23Q: 3 clusters Score -897234.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -897238.687500 Penalty: 4353.820312
	Iteration 24Q: 3 clusters Score -897238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -897239.312500 Penalty: 4353.820312
	Iteration 25Q: 3 clusters Score -897239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -897240.687500 Penalty: 4353.820312
	Iteration 26Q: 3 clusters Score -897240.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -897243.062500 Penalty: 4353.820312
	Iteration 27Q: 3 clusters Score -897243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -897245.562500 Penalty: 4353.820312
	Iteration 28Q: 3 clusters Score -897245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -897246.937500 Penalty: 4353.820312
	Iteration 29Q: 3 clusters Score -897246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -897247.812500 Penalty: 4353.820312
	Iteration 30Q: 3 clusters Score -897247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -897248.750000 Penalty: 4353.820312
	Iteration 31Q: 3 clusters Score -897248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -897249.875000 Penalty: 4353.820312
	Iteration 32Q: 3 clusters Score -897249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -897250.187500 Penalty: 4353.820312
	Iteration 33Q: 3 clusters Score -897250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -897250.312500 Penalty: 4353.820312
	Iteration 34Q: 3 clusters Score -897250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -897250.062500 Penalty: 4353.820312
	Iteration 35Q: 3 clusters Score -897250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -897250.000000 Penalty: 4353.820312
	Iteration 36Q: 3 clusters Score -897250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -897249.562500 Penalty: 4353.820312
	Iteration 37Q: 3 clusters Score -897249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -897249.562500 Penalty: 4353.820312
	Iteration 38F: 3 clusters Score -897249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -434949.718750 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -434949.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -431690.406250 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -431690.4 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -432368.500000 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -432368.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -432594.218750 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -432594.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -432751.093750 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -432751.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -432877.625000 Penalty: 3972.479004
	Iteration 4Q: 3 clusters Score -432877.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -432965.468750 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -432965.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -433022.750000 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -433022.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -433052.656250 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -433052.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -433072.500000 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -433072.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -433092.593750 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -433092.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -433108.906250 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -433108.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -433117.218750 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -433117.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -433123.156250 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -433123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -433128.343750 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -433128.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -433134.125000 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -433134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -433136.656250 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -433136.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -433141.312500 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -433141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -433143.937500 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -433143.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -433149.000000 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -433149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -433152.125000 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -433152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -433154.687500 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -433154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -433155.000000 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -433155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -433155.500000 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -433155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -433155.500000 Penalty: 3972.479004
	Iteration 23F: 3 clusters Score -433155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -1148659.000000 Penalty: 2216.560547
	Iteration 0F: 2 clusters Score -1148659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1142470.000000 Penalty: 4433.121094
	Iteration 0F: 3 clusters Score -1142470 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1144106.500000 Penalty: 4433.121094
	Iteration 1F: 3 clusters Score -1144106 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1144338.250000 Penalty: 4433.121094
	Iteration 2F: 3 clusters Score -1144338 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1144495.250000 Penalty: 4433.121094
	Iteration 3Q: 3 clusters Score -1144495 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1144595.125000 Penalty: 4433.121094
	Iteration 4Q: 3 clusters Score -1144595 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1144664.250000 Penalty: 4433.121094
	Iteration 5Q: 3 clusters Score -1144664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1144719.375000 Penalty: 4433.121094
	Iteration 6Q: 3 clusters Score -1144719 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1144765.625000 Penalty: 4433.121094
	Iteration 7Q: 3 clusters Score -1144766 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1144811.625000 Penalty: 4433.121094
	Iteration 8Q: 3 clusters Score -1144812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1144852.625000 Penalty: 4433.121094
	Iteration 9Q: 3 clusters Score -1144853 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1144890.375000 Penalty: 4433.121094
	Iteration 10Q: 3 clusters Score -1144890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1144929.000000 Penalty: 4433.121094
	Iteration 11Q: 3 clusters Score -1144929 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1144969.500000 Penalty: 4433.121094
	Iteration 12Q: 3 clusters Score -1144970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1144999.250000 Penalty: 4433.121094
	Iteration 13Q: 3 clusters Score -1144999 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1145034.500000 Penalty: 4433.121094
	Iteration 14Q: 3 clusters Score -1145034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1145070.000000 Penalty: 4433.121094
	Iteration 15Q: 3 clusters Score -1145070 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1145117.000000 Penalty: 4433.121094
	Iteration 16Q: 3 clusters Score -1145117 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1145178.375000 Penalty: 4433.121094
	Iteration 17Q: 3 clusters Score -1145178 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1145231.500000 Penalty: 4433.121094
	Iteration 18Q: 3 clusters Score -1145232 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1145286.375000 Penalty: 4433.121094
	Iteration 19Q: 3 clusters Score -1145286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1145332.000000 Penalty: 4433.121094
	Iteration 20F: 3 clusters Score -1145332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1145401.750000 Penalty: 4433.121094
	Iteration 21Q: 3 clusters Score -1145402 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1145489.875000 Penalty: 4433.121094
	Iteration 22Q: 3 clusters Score -1145490 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1145605.625000 Penalty: 4433.121094
	Iteration 23Q: 3 clusters Score -1145606 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1145734.375000 Penalty: 4433.121094
	Iteration 24Q: 3 clusters Score -1145734 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1145879.875000 Penalty: 4433.121094
	Iteration 25Q: 3 clusters Score -1145880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1146005.125000 Penalty: 4433.121094
	Iteration 26Q: 3 clusters Score -1146005 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1146120.125000 Penalty: 4433.121094
	Iteration 27Q: 3 clusters Score -1146120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1146224.375000 Penalty: 4433.121094
	Iteration 28Q: 3 clusters Score -1146224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1146318.125000 Penalty: 4433.121094
	Iteration 29Q: 3 clusters Score -1146318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1146409.875000 Penalty: 4433.121094
	Iteration 30Q: 3 clusters Score -1146410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1146485.125000 Penalty: 4433.121094
	Iteration 31Q: 3 clusters Score -1146485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1146561.750000 Penalty: 4433.121094
	Iteration 32Q: 3 clusters Score -1146562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1146616.875000 Penalty: 4433.121094
	Iteration 33Q: 3 clusters Score -1146617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1146653.125000 Penalty: 4433.121094
	Iteration 34Q: 3 clusters Score -1146653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1146671.750000 Penalty: 4433.121094
	Iteration 35Q: 3 clusters Score -1146672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1146685.000000 Penalty: 4433.121094
	Iteration 36Q: 3 clusters Score -1146685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1146698.500000 Penalty: 4433.121094
	Iteration 37Q: 3 clusters Score -1146698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1146707.250000 Penalty: 4433.121094
	Iteration 38Q: 3 clusters Score -1146707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1146713.000000 Penalty: 4433.121094
	Iteration 39Q: 3 clusters Score -1146713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1146721.000000 Penalty: 4433.121094
	Iteration 40F: 3 clusters Score -1146721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1146726.875000 Penalty: 4433.121094
	Iteration 41Q: 3 clusters Score -1146727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1146729.125000 Penalty: 4433.121094
	Iteration 42Q: 3 clusters Score -1146729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1146733.875000 Penalty: 4433.121094
	Iteration 43Q: 3 clusters Score -1146734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1146736.625000 Penalty: 4433.121094
	Iteration 44Q: 3 clusters Score -1146737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1146742.625000 Penalty: 4433.121094
	Iteration 45Q: 3 clusters Score -1146743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1146743.500000 Penalty: 4433.121094
	Iteration 46Q: 3 clusters Score -1146744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1146746.500000 Penalty: 4433.121094
	Iteration 47Q: 3 clusters Score -1146746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1146746.500000 Penalty: 4433.121094
	Iteration 48F: 3 clusters Score -1146746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Entering Unmasked Estep 
Score: -6769340.000000 Penalty: 2661.870605
	Iteration 0F: 2 clusters Score -6769340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -6738388.500000 Penalty: 5323.741211
	Iteration 0F: 3 clusters Score -6738388 nChanged 21037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -6749941.500000 Penalty: 5323.741211
	Iteration 1F: 3 clusters Score -6749942 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -6750395.500000 Penalty: 5323.741211
	Iteration 2Q: 3 clusters Score -6750396 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -6750810.500000 Penalty: 5323.741211
	Iteration 3Q: 3 clusters Score -6750810 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -6751278.000000 Penalty: 5323.741211
	Iteration 4Q: 3 clusters Score -6751278 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -6751830.000000 Penalty: 5323.741211
	Iteration 5Q: 3 clusters Score -6751830 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6752650.500000 Penalty: 5323.741211
	Iteration 6Q: 3 clusters Score -6752650 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -6753882.500000 Penalty: 5323.741211
	Iteration 7F: 3 clusters Score -6753882 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6755881.500000 Penalty: 5323.741211
	Iteration 8F: 3 clusters Score -6755882 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -6758605.500000 Penalty: 5323.741211
	Iteration 9F: 3 clusters Score -6758606 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -6761508.500000 Penalty: 5323.741211
	Iteration 10F: 3 clusters Score -6761508 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6763992.000000 Penalty: 5323.741211
	Iteration 11F: 3 clusters Score -6763992 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -6765604.500000 Penalty: 5323.741211
	Iteration 12Q: 3 clusters Score -6765604 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6766430.500000 Penalty: 5323.741211
	Iteration 13Q: 3 clusters Score -6766430 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -6766727.000000 Penalty: 5323.741211
	Iteration 14Q: 3 clusters Score -6766727 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -6766835.500000 Penalty: 5323.741211
	Iteration 15Q: 3 clusters Score -6766836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -6766881.500000 Penalty: 5323.741211
	Iteration 16Q: 3 clusters Score -6766882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -6766902.000000 Penalty: 5323.741211
	Iteration 17Q: 3 clusters Score -6766902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6766917.500000 Penalty: 5323.741211
	Iteration 18Q: 3 clusters Score -6766918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6766926.500000 Penalty: 5323.741211
	Iteration 19Q: 3 clusters Score -6766926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6766945.000000 Penalty: 5323.741211
	Iteration 20F: 3 clusters Score -6766945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6766963.500000 Penalty: 5323.741211
	Iteration 21Q: 3 clusters Score -6766964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -6766972.000000 Penalty: 5323.741211
	Iteration 22Q: 3 clusters Score -6766972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -6766979.500000 Penalty: 5323.741211
	Iteration 23Q: 3 clusters Score -6766980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -6766986.000000 Penalty: 5323.741211
	Iteration 24Q: 3 clusters Score -6766986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -6766992.500000 Penalty: 5323.741211
	Iteration 25Q: 3 clusters Score -6766992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -6766994.000000 Penalty: 5323.741211
	Iteration 26Q: 3 clusters Score -6766994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -6766992.000000 Penalty: 5323.741211
	Iteration 27Q: 3 clusters Score -6766992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -6766995.000000 Penalty: 5323.741211
	Iteration 28Q: 3 clusters Score -6766995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -6766996.000000 Penalty: 5323.741211
	Iteration 29Q: 3 clusters Score -6766996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -6767003.000000 Penalty: 5323.741211
	Iteration 30Q: 3 clusters Score -6767003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -6767009.000000 Penalty: 5323.741211
	Iteration 31Q: 3 clusters Score -6767009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6767009.000000 Penalty: 5323.741211
	Iteration 32Q: 3 clusters Score -6767009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -6767010.000000 Penalty: 5323.741211
	Iteration 33Q: 3 clusters Score -6767010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -6767010.500000 Penalty: 5323.741211
	Iteration 34Q: 3 clusters Score -6767010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6767013.500000 Penalty: 5323.741211
	Iteration 35Q: 3 clusters Score -6767014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6767013.500000 Penalty: 5323.741211
	Iteration 36F: 3 clusters Score -6767014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1391217.500000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1391218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1383821.750000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1383822 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1386026.625000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1386027 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1386414.625000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1386415 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1386714.750000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1386715 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1386960.125000 Penalty: 4548.236328
	Iteration 4Q: 3 clusters Score -1386960 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1387167.000000 Penalty: 4548.236328
	Iteration 5Q: 3 clusters Score -1387167 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1387384.000000 Penalty: 4548.236328
	Iteration 6Q: 3 clusters Score -1387384 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1387602.875000 Penalty: 4548.236328
	Iteration 7Q: 3 clusters Score -1387603 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1387849.375000 Penalty: 4548.236328
	Iteration 8Q: 3 clusters Score -1387849 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1388128.125000 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -1388128 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1388415.125000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1388415 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1388656.125000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1388656 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1388828.750000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1388829 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1388926.000000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1388926 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1388998.625000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1388999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1389038.500000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1389038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1389072.500000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1389072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1389112.375000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1389112 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1389150.000000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1389150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1389184.875000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1389185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1389212.250000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1389212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1389241.750000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1389242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1389262.500000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1389262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1389279.250000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1389279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1389293.500000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1389294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1389304.625000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1389305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1389326.625000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1389327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1389341.875000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1389342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1389352.375000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1389352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1389368.750000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1389369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1389384.125000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -1389384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1389399.875000 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -1389400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1389408.625000 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -1389409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1389417.750000 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -1389418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1389429.000000 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -1389429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1389433.750000 Penalty: 4548.236328
	Iteration 35Q: 3 clusters Score -1389434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1389436.875000 Penalty: 4548.236328
	Iteration 36Q: 3 clusters Score -1389437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1389442.375000 Penalty: 4548.236328
	Iteration 37Q: 3 clusters Score -1389442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1389454.500000 Penalty: 4548.236328
	Iteration 38Q: 3 clusters Score -1389454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1389467.750000 Penalty: 4548.236328
	Iteration 39Q: 3 clusters Score -1389468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1389473.875000 Penalty: 4548.236328
	Iteration 40F: 3 clusters Score -1389474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1389476.500000 Penalty: 4548.236328
	Iteration 41Q: 3 clusters Score -1389476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1389484.500000 Penalty: 4548.236328
	Iteration 42Q: 3 clusters Score -1389484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1389487.375000 Penalty: 4548.236328
	Iteration 43Q: 3 clusters Score -1389487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1389493.125000 Penalty: 4548.236328
	Iteration 44Q: 3 clusters Score -1389493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1389499.125000 Penalty: 4548.236328
	Iteration 45Q: 3 clusters Score -1389499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1389507.000000 Penalty: 4548.236328
	Iteration 46Q: 3 clusters Score -1389507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1389513.000000 Penalty: 4548.236328
	Iteration 47Q: 3 clusters Score -1389513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1389514.375000 Penalty: 4548.236328
	Iteration 48Q: 3 clusters Score -1389514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1389516.125000 Penalty: 4548.236328
	Iteration 49Q: 3 clusters Score -1389516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1389521.375000 Penalty: 4548.236328
	Iteration 50Q: 3 clusters Score -1389521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1389525.375000 Penalty: 4548.236328
	Iteration 51Q: 3 clusters Score -1389525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1389530.625000 Penalty: 4548.236328
	Iteration 52Q: 3 clusters Score -1389531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1389539.250000 Penalty: 4548.236328
	Iteration 53Q: 3 clusters Score -1389539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1389548.875000 Penalty: 4548.236328
	Iteration 54Q: 3 clusters Score -1389549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1389560.000000 Penalty: 4548.236328
	Iteration 55Q: 3 clusters Score -1389560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1389571.625000 Penalty: 4548.236328
	Iteration 56Q: 3 clusters Score -1389572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1389592.875000 Penalty: 4548.236328
	Iteration 57Q: 3 clusters Score -1389593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1389620.875000 Penalty: 4548.236328
	Iteration 58Q: 3 clusters Score -1389621 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1389652.500000 Penalty: 4548.236328
	Iteration 59Q: 3 clusters Score -1389652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1389697.750000 Penalty: 4548.236328
	Iteration 60F: 3 clusters Score -1389698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1389757.625000 Penalty: 4548.236328
	Iteration 61Q: 3 clusters Score -1389758 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1389841.375000 Penalty: 4548.236328
	Iteration 62Q: 3 clusters Score -1389841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1389941.375000 Penalty: 4548.236328
	Iteration 63Q: 3 clusters Score -1389941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1390067.625000 Penalty: 4548.236328
	Iteration 64Q: 3 clusters Score -1390068 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1390193.250000 Penalty: 4548.236328
	Iteration 65Q: 3 clusters Score -1390193 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1390283.000000 Penalty: 4548.236328
	Iteration 66Q: 3 clusters Score -1390283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1390329.125000 Penalty: 4548.236328
	Iteration 67Q: 3 clusters Score -1390329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1390361.625000 Penalty: 4548.236328
	Iteration 68Q: 3 clusters Score -1390362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1390386.000000 Penalty: 4548.236328
	Iteration 69Q: 3 clusters Score -1390386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1390389.625000 Penalty: 4548.236328
	Iteration 70Q: 3 clusters Score -1390390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1390405.750000 Penalty: 4548.236328
	Iteration 71Q: 3 clusters Score -1390406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1390413.625000 Penalty: 4548.236328
	Iteration 72Q: 3 clusters Score -1390414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1390423.000000 Penalty: 4548.236328
	Iteration 73Q: 3 clusters Score -1390423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1390427.125000 Penalty: 4548.236328
	Iteration 74Q: 3 clusters Score -1390427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1390432.750000 Penalty: 4548.236328
	Iteration 75Q: 3 clusters Score -1390433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1390433.625000 Penalty: 4548.236328
	Iteration 76Q: 3 clusters Score -1390434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1390438.125000 Penalty: 4548.236328
	Iteration 77Q: 3 clusters Score -1390438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1390437.250000 Penalty: 4548.236328
	Iteration 78Q: 3 clusters Score -1390437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1390439.375000 Penalty: 4548.236328
	Iteration 79Q: 3 clusters Score -1390439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1390440.125000 Penalty: 4548.236328
	Iteration 80F: 3 clusters Score -1390440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1390441.500000 Penalty: 4548.236328
	Iteration 81Q: 3 clusters Score -1390442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1390440.000000 Penalty: 4548.236328
	Iteration 82Q: 3 clusters Score -1390440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1390444.500000 Penalty: 4548.236328
	Iteration 83Q: 3 clusters Score -1390444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1390442.875000 Penalty: 4548.236328
	Iteration 84Q: 3 clusters Score -1390443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1390445.625000 Penalty: 4548.236328
	Iteration 85Q: 3 clusters Score -1390446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1390447.375000 Penalty: 4548.236328
	Iteration 86Q: 3 clusters Score -1390447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1390448.000000 Penalty: 4548.236328
	Iteration 87Q: 3 clusters Score -1390448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1390449.875000 Penalty: 4548.236328
	Iteration 88Q: 3 clusters Score -1390450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1390449.375000 Penalty: 4548.236328
	Iteration 89Q: 3 clusters Score -1390449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1390449.875000 Penalty: 4548.236328
	Iteration 90Q: 3 clusters Score -1390450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1390449.875000 Penalty: 4548.236328
	Iteration 91F: 3 clusters Score -1390450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Entering Unmasked Estep 
Score: -2130430.750000 Penalty: 2376.448975
	Iteration 0F: 2 clusters Score -2130431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2119897.250000 Penalty: 4752.897949
	Iteration 0F: 3 clusters Score -2119897 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2123257.250000 Penalty: 4752.897949
	Iteration 1F: 3 clusters Score -2123257 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2123609.000000 Penalty: 4752.897949
	Iteration 2F: 3 clusters Score -2123609 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2123890.250000 Penalty: 4752.897949
	Iteration 3Q: 3 clusters Score -2123890 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2124131.000000 Penalty: 4752.897949
	Iteration 4Q: 3 clusters Score -2124131 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2124316.500000 Penalty: 4752.897949
	Iteration 5Q: 3 clusters Score -2124316 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2124474.000000 Penalty: 4752.897949
	Iteration 6Q: 3 clusters Score -2124474 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2124644.500000 Penalty: 4752.897949
	Iteration 7Q: 3 clusters Score -2124644 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2124813.250000 Penalty: 4752.897949
	Iteration 8Q: 3 clusters Score -2124813 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2124989.250000 Penalty: 4752.897949
	Iteration 9Q: 3 clusters Score -2124989 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2125163.250000 Penalty: 4752.897949
	Iteration 10Q: 3 clusters Score -2125163 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2125376.250000 Penalty: 4752.897949
	Iteration 11Q: 3 clusters Score -2125376 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2125594.250000 Penalty: 4752.897949
	Iteration 12Q: 3 clusters Score -2125594 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2125832.000000 Penalty: 4752.897949
	Iteration 13Q: 3 clusters Score -2125832 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2126043.500000 Penalty: 4752.897949
	Iteration 14Q: 3 clusters Score -2126044 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2126261.500000 Penalty: 4752.897949
	Iteration 15Q: 3 clusters Score -2126262 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2126460.750000 Penalty: 4752.897949
	Iteration 16Q: 3 clusters Score -2126461 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2126665.500000 Penalty: 4752.897949
	Iteration 17Q: 3 clusters Score -2126666 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2126857.250000 Penalty: 4752.897949
	Iteration 18Q: 3 clusters Score -2126857 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2126969.000000 Penalty: 4752.897949
	Iteration 19Q: 3 clusters Score -2126969 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2127072.000000 Penalty: 4752.897949
	Iteration 20F: 3 clusters Score -2127072 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2127176.500000 Penalty: 4752.897949
	Iteration 21Q: 3 clusters Score -2127176 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2127250.000000 Penalty: 4752.897949
	Iteration 22Q: 3 clusters Score -2127250 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2127323.500000 Penalty: 4752.897949
	Iteration 23Q: 3 clusters Score -2127324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2127397.250000 Penalty: 4752.897949
	Iteration 24Q: 3 clusters Score -2127397 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2127479.000000 Penalty: 4752.897949
	Iteration 25Q: 3 clusters Score -2127479 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2127559.750000 Penalty: 4752.897949
	Iteration 26Q: 3 clusters Score -2127560 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2127627.500000 Penalty: 4752.897949
	Iteration 27Q: 3 clusters Score -2127628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2127682.500000 Penalty: 4752.897949
	Iteration 28Q: 3 clusters Score -2127682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2127735.750000 Penalty: 4752.897949
	Iteration 29Q: 3 clusters Score -2127736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2127794.750000 Penalty: 4752.897949
	Iteration 30Q: 3 clusters Score -2127795 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2127842.750000 Penalty: 4752.897949
	Iteration 31Q: 3 clusters Score -2127843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2127873.250000 Penalty: 4752.897949
	Iteration 32Q: 3 clusters Score -2127873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2127901.000000 Penalty: 4752.897949
	Iteration 33Q: 3 clusters Score -2127901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2127929.000000 Penalty: 4752.897949
	Iteration 34Q: 3 clusters Score -2127929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2127954.250000 Penalty: 4752.897949
	Iteration 35Q: 3 clusters Score -2127954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2127981.500000 Penalty: 4752.897949
	Iteration 36Q: 3 clusters Score -2127982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2128002.000000 Penalty: 4752.897949
	Iteration 37Q: 3 clusters Score -2128002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2128040.500000 Penalty: 4752.897949
	Iteration 38Q: 3 clusters Score -2128040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2128081.500000 Penalty: 4752.897949
	Iteration 39Q: 3 clusters Score -2128082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2128111.500000 Penalty: 4752.897949
	Iteration 40F: 3 clusters Score -2128112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2128145.750000 Penalty: 4752.897949
	Iteration 41Q: 3 clusters Score -2128146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2128179.250000 Penalty: 4752.897949
	Iteration 42Q: 3 clusters Score -2128179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2128206.250000 Penalty: 4752.897949
	Iteration 43Q: 3 clusters Score -2128206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2128232.500000 Penalty: 4752.897949
	Iteration 44Q: 3 clusters Score -2128232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2128246.000000 Penalty: 4752.897949
	Iteration 45Q: 3 clusters Score -2128246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2128258.750000 Penalty: 4752.897949
	Iteration 46Q: 3 clusters Score -2128259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2128268.500000 Penalty: 4752.897949
	Iteration 47Q: 3 clusters Score -2128268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2128275.000000 Penalty: 4752.897949
	Iteration 48Q: 3 clusters Score -2128275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2128287.000000 Penalty: 4752.897949
	Iteration 49Q: 3 clusters Score -2128287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2128298.250000 Penalty: 4752.897949
	Iteration 50Q: 3 clusters Score -2128298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2128310.500000 Penalty: 4752.897949
	Iteration 51Q: 3 clusters Score -2128310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2128317.750000 Penalty: 4752.897949
	Iteration 52Q: 3 clusters Score -2128318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2128322.250000 Penalty: 4752.897949
	Iteration 53Q: 3 clusters Score -2128322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2128326.250000 Penalty: 4752.897949
	Iteration 54Q: 3 clusters Score -2128326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2128332.250000 Penalty: 4752.897949
	Iteration 55Q: 3 clusters Score -2128332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2128335.500000 Penalty: 4752.897949
	Iteration 56Q: 3 clusters Score -2128336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2128341.000000 Penalty: 4752.897949
	Iteration 57Q: 3 clusters Score -2128341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2128346.000000 Penalty: 4752.897949
	Iteration 58Q: 3 clusters Score -2128346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2128345.250000 Penalty: 4752.897949
	Iteration 59Q: 3 clusters Score -2128345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2128354.500000 Penalty: 4752.897949
	Iteration 60F: 3 clusters Score -2128354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2128354.000000 Penalty: 4752.897949
	Iteration 61Q: 3 clusters Score -2128354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2128356.000000 Penalty: 4752.897949
	Iteration 62Q: 3 clusters Score -2128356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2128358.750000 Penalty: 4752.897949
	Iteration 63Q: 3 clusters Score -2128359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2128361.500000 Penalty: 4752.897949
	Iteration 64Q: 3 clusters Score -2128362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2128363.500000 Penalty: 4752.897949
	Iteration 65Q: 3 clusters Score -2128364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2128370.000000 Penalty: 4752.897949
	Iteration 66Q: 3 clusters Score -2128370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2128371.250000 Penalty: 4752.897949
	Iteration 67Q: 3 clusters Score -2128371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2128368.500000 Penalty: 4752.897949
	Iteration 68Q: 3 clusters Score -2128368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2128372.000000 Penalty: 4752.897949
	Iteration 69Q: 3 clusters Score -2128372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2128372.000000 Penalty: 4752.897949
	Iteration 70Q: 3 clusters Score -2128372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2128372.000000 Penalty: 4752.897949
	Iteration 71F: 3 clusters Score -2128372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Entering Unmasked Estep 
Score: -9729104.000000 Penalty: 2751.849365
	Iteration 0F: 2 clusters Score -9729104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -9684850.000000 Penalty: 5503.698730
	Iteration 0F: 3 clusters Score -9684850 nChanged 30900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -9702370.000000 Penalty: 5503.698730
	Iteration 1F: 3 clusters Score -9702370 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -9703189.000000 Penalty: 5503.698730
	Iteration 2Q: 3 clusters Score -9703189 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -9704071.000000 Penalty: 5503.698730
	Iteration 3Q: 3 clusters Score -9704071 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -9705114.000000 Penalty: 5503.698730
	Iteration 4Q: 3 clusters Score -9705114 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -9706372.000000 Penalty: 5503.698730
	Iteration 5Q: 3 clusters Score -9706372 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -9708015.000000 Penalty: 5503.698730
	Iteration 6F: 3 clusters Score -9708015 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -9710037.000000 Penalty: 5503.698730
	Iteration 7F: 3 clusters Score -9710037 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -9712373.000000 Penalty: 5503.698730
	Iteration 8F: 3 clusters Score -9712373 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -9715102.000000 Penalty: 5503.698730
	Iteration 9F: 3 clusters Score -9715102 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -9718040.000000 Penalty: 5503.698730
	Iteration 10F: 3 clusters Score -9718040 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -9720588.000000 Penalty: 5503.698730
	Iteration 11F: 3 clusters Score -9720588 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -9722686.000000 Penalty: 5503.698730
	Iteration 12Q: 3 clusters Score -9722686 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -9724313.000000 Penalty: 5503.698730
	Iteration 13Q: 3 clusters Score -9724313 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -9725364.000000 Penalty: 5503.698730
	Iteration 14Q: 3 clusters Score -9725364 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -9726198.000000 Penalty: 5503.698730
	Iteration 15Q: 3 clusters Score -9726198 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9726765.000000 Penalty: 5503.698730
	Iteration 16Q: 3 clusters Score -9726765 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9727087.000000 Penalty: 5503.698730
	Iteration 17Q: 3 clusters Score -9727087 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9727352.000000 Penalty: 5503.698730
	Iteration 18Q: 3 clusters Score -9727352 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9727517.000000 Penalty: 5503.698730
	Iteration 19Q: 3 clusters Score -9727517 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9727605.000000 Penalty: 5503.698730
	Iteration 20F: 3 clusters Score -9727605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9727680.000000 Penalty: 5503.698730
	Iteration 21Q: 3 clusters Score -9727680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9727740.000000 Penalty: 5503.698730
	Iteration 22Q: 3 clusters Score -9727740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9727784.000000 Penalty: 5503.698730
	Iteration 23Q: 3 clusters Score -9727784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9727808.000000 Penalty: 5503.698730
	Iteration 24Q: 3 clusters Score -9727808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9727844.000000 Penalty: 5503.698730
	Iteration 25Q: 3 clusters Score -9727844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9727867.000000 Penalty: 5503.698730
	Iteration 26Q: 3 clusters Score -9727867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9727895.000000 Penalty: 5503.698730
	Iteration 27Q: 3 clusters Score -9727895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9727896.000000 Penalty: 5503.698730
	Iteration 28Q: 3 clusters Score -9727896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9727901.000000 Penalty: 5503.698730
	Iteration 29Q: 3 clusters Score -9727901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9727914.000000 Penalty: 5503.698730
	Iteration 30Q: 3 clusters Score -9727914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9727912.000000 Penalty: 5503.698730
	Iteration 31Q: 3 clusters Score -9727912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9727910.000000 Penalty: 5503.698730
	Iteration 32Q: 3 clusters Score -9727910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9727919.000000 Penalty: 5503.698730
	Iteration 33Q: 3 clusters Score -9727919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9727915.000000 Penalty: 5503.698730
	Iteration 34Q: 3 clusters Score -9727915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9727922.000000 Penalty: 5503.698730
	Iteration 35Q: 3 clusters Score -9727922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9727916.000000 Penalty: 5503.698730
	Iteration 36Q: 3 clusters Score -9727916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9727913.000000 Penalty: 5503.698730
	Iteration 37Q: 3 clusters Score -9727913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9727909.000000 Penalty: 5503.698730
	Iteration 38Q: 3 clusters Score -9727909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9727909.000000 Penalty: 5503.698730
	Iteration 39Q: 3 clusters Score -9727909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9727911.000000 Penalty: 5503.698730
	Iteration 40F: 3 clusters Score -9727911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9727911.000000 Penalty: 5503.698730
	Iteration 41Q: 3 clusters Score -9727911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9727911.000000 Penalty: 5503.698730
	Iteration 42F: 3 clusters Score -9727911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76288.695312 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76288.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76762.070312 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76762.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77107.125000 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -77107.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77355.351562 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -77355.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -77667.328125 Penalty: 3188.340332
	Iteration 4F: 3 clusters Score -77667.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -77844.093750 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -77844.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -77898.296875 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -77898.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77963.937500 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77963.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -77969.062500 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77969.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -77973.289062 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -77973.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -77973.289062 Penalty: 3188.340332
	Iteration 10F: 3 clusters Score -77973.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8748 members 
Mstep: Class 6 contains 11328 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 45860 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 14508 members 
Mstep: Class 13 contains 65918 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46262 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 148285 members 
Mstep: Class 24 contains 6472 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 185633 members 
Mstep: Class 33 contains 43462 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1776 members 
Entering Unmasked Estep 
Score: -95471008.000000 Penalty: 122977.367188
Splitting cluster 14 changes total score from -95472584.000000 to -95471008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -132041.875000 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -132041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -130155.484375 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -130155.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130437.914062 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -130437.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -130539.359375 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -130539.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -130600.445312 Penalty: 3391.317139
	Iteration 3Q: 3 clusters Score -130600.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -130640.164062 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -130640.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130668.867188 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -130668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -130685.093750 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -130685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -130693.726562 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -130693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -130700.257812 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -130700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -130705.507812 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -130705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -130710.937500 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -130710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -130716.187500 Penalty: 3391.317139
	Iteration 11Q: 3 clusters Score -130716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -130721.960938 Penalty: 3391.317139
	Iteration 12Q: 3 clusters Score -130722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -130725.023438 Penalty: 3391.317139
	Iteration 13Q: 3 clusters Score -130725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -130726.265625 Penalty: 3391.317139
	Iteration 14Q: 3 clusters Score -130726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -130726.851562 Penalty: 3391.317139
	Iteration 15Q: 3 clusters Score -130726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -130727.656250 Penalty: 3391.317139
	Iteration 16Q: 3 clusters Score -130727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -130727.656250 Penalty: 3391.317139
	Iteration 17F: 3 clusters Score -130727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Entering Unmasked Estep 
Score: -6788770.500000 Penalty: 2664.034912
	Iteration 0F: 2 clusters Score -6788770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -6757521.500000 Penalty: 5328.069824
	Iteration 0F: 3 clusters Score -6757522 nChanged 21333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -6769694.000000 Penalty: 5328.069824
	Iteration 1F: 3 clusters Score -6769694 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -6770588.500000 Penalty: 5328.069824
	Iteration 2F: 3 clusters Score -6770588 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6771602.500000 Penalty: 5328.069824
	Iteration 3F: 3 clusters Score -6771602 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -6772835.500000 Penalty: 5328.069824
	Iteration 4F: 3 clusters Score -6772836 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -6774316.000000 Penalty: 5328.069824
	Iteration 5F: 3 clusters Score -6774316 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -6776029.500000 Penalty: 5328.069824
	Iteration 6F: 3 clusters Score -6776030 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6777967.000000 Penalty: 5328.069824
	Iteration 7F: 3 clusters Score -6777967 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6779903.000000 Penalty: 5328.069824
	Iteration 8F: 3 clusters Score -6779903 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -6781571.500000 Penalty: 5328.069824
	Iteration 9Q: 3 clusters Score -6781572 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -6782810.500000 Penalty: 5328.069824
	Iteration 10Q: 3 clusters Score -6782810 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -6783607.000000 Penalty: 5328.069824
	Iteration 11Q: 3 clusters Score -6783607 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -6784149.500000 Penalty: 5328.069824
	Iteration 12Q: 3 clusters Score -6784150 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -6784495.500000 Penalty: 5328.069824
	Iteration 13Q: 3 clusters Score -6784496 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -6784785.000000 Penalty: 5328.069824
	Iteration 14Q: 3 clusters Score -6784785 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -6785014.000000 Penalty: 5328.069824
	Iteration 15Q: 3 clusters Score -6785014 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -6785182.500000 Penalty: 5328.069824
	Iteration 16Q: 3 clusters Score -6785182 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -6785371.500000 Penalty: 5328.069824
	Iteration 17Q: 3 clusters Score -6785372 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -6785476.000000 Penalty: 5328.069824
	Iteration 18Q: 3 clusters Score -6785476 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6785615.500000 Penalty: 5328.069824
	Iteration 19Q: 3 clusters Score -6785616 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -6785740.500000 Penalty: 5328.069824
	Iteration 20F: 3 clusters Score -6785740 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6785846.500000 Penalty: 5328.069824
	Iteration 21Q: 3 clusters Score -6785846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -6785969.000000 Penalty: 5328.069824
	Iteration 22Q: 3 clusters Score -6785969 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6786044.000000 Penalty: 5328.069824
	Iteration 23Q: 3 clusters Score -6786044 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -6786172.500000 Penalty: 5328.069824
	Iteration 24Q: 3 clusters Score -6786172 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -6786257.500000 Penalty: 5328.069824
	Iteration 25Q: 3 clusters Score -6786258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -6786307.500000 Penalty: 5328.069824
	Iteration 26Q: 3 clusters Score -6786308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -6786336.000000 Penalty: 5328.069824
	Iteration 27Q: 3 clusters Score -6786336 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -6786361.000000 Penalty: 5328.069824
	Iteration 28Q: 3 clusters Score -6786361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6786407.500000 Penalty: 5328.069824
	Iteration 29Q: 3 clusters Score -6786408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6786453.000000 Penalty: 5328.069824
	Iteration 30Q: 3 clusters Score -6786453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -6786469.000000 Penalty: 5328.069824
	Iteration 31Q: 3 clusters Score -6786469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -6786479.500000 Penalty: 5328.069824
	Iteration 32Q: 3 clusters Score -6786480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -6786506.500000 Penalty: 5328.069824
	Iteration 33Q: 3 clusters Score -6786506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -6786524.000000 Penalty: 5328.069824
	Iteration 34Q: 3 clusters Score -6786524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -6786560.500000 Penalty: 5328.069824
	Iteration 35Q: 3 clusters Score -6786560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6786586.000000 Penalty: 5328.069824
	Iteration 36Q: 3 clusters Score -6786586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -6786617.500000 Penalty: 5328.069824
	Iteration 37Q: 3 clusters Score -6786618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -6786634.000000 Penalty: 5328.069824
	Iteration 38Q: 3 clusters Score -6786634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -6786660.500000 Penalty: 5328.069824
	Iteration 39Q: 3 clusters Score -6786660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -6786676.500000 Penalty: 5328.069824
	Iteration 40F: 3 clusters Score -6786676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6786696.500000 Penalty: 5328.069824
	Iteration 41Q: 3 clusters Score -6786696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -6786701.000000 Penalty: 5328.069824
	Iteration 42Q: 3 clusters Score -6786701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -6786716.000000 Penalty: 5328.069824
	Iteration 43Q: 3 clusters Score -6786716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -6786721.000000 Penalty: 5328.069824
	Iteration 44Q: 3 clusters Score -6786721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -6786729.500000 Penalty: 5328.069824
	Iteration 45Q: 3 clusters Score -6786730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -6786740.000000 Penalty: 5328.069824
	Iteration 46Q: 3 clusters Score -6786740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -6786742.000000 Penalty: 5328.069824
	Iteration 47Q: 3 clusters Score -6786742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -6786741.500000 Penalty: 5328.069824
	Iteration 48Q: 3 clusters Score -6786742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6786750.500000 Penalty: 5328.069824
	Iteration 49Q: 3 clusters Score -6786750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -6786761.000000 Penalty: 5328.069824
	Iteration 50Q: 3 clusters Score -6786761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6786771.000000 Penalty: 5328.069824
	Iteration 51Q: 3 clusters Score -6786771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6786776.500000 Penalty: 5328.069824
	Iteration 52Q: 3 clusters Score -6786776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -6786773.500000 Penalty: 5328.069824
	Iteration 53Q: 3 clusters Score -6786774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -6786774.000000 Penalty: 5328.069824
	Iteration 54Q: 3 clusters Score -6786774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6786782.500000 Penalty: 5328.069824
	Iteration 55Q: 3 clusters Score -6786782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -6786787.500000 Penalty: 5328.069824
	Iteration 56Q: 3 clusters Score -6786788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6786805.500000 Penalty: 5328.069824
	Iteration 57Q: 3 clusters Score -6786806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6786804.500000 Penalty: 5328.069824
	Iteration 58Q: 3 clusters Score -6786804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -6786806.500000 Penalty: 5328.069824
	Iteration 59Q: 3 clusters Score -6786806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -6786816.000000 Penalty: 5328.069824
	Iteration 60F: 3 clusters Score -6786816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -6786846.500000 Penalty: 5328.069824
	Iteration 61Q: 3 clusters Score -6786846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6786859.500000 Penalty: 5328.069824
	Iteration 62Q: 3 clusters Score -6786860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -6786860.500000 Penalty: 5328.069824
	Iteration 63Q: 3 clusters Score -6786860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -6786879.000000 Penalty: 5328.069824
	Iteration 64Q: 3 clusters Score -6786879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6786914.500000 Penalty: 5328.069824
	Iteration 65Q: 3 clusters Score -6786914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6786924.000000 Penalty: 5328.069824
	Iteration 66Q: 3 clusters Score -6786924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6786935.000000 Penalty: 5328.069824
	Iteration 67Q: 3 clusters Score -6786935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6786941.500000 Penalty: 5328.069824
	Iteration 68Q: 3 clusters Score -6786942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -6786952.000000 Penalty: 5328.069824
	Iteration 69Q: 3 clusters Score -6786952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -6786972.000000 Penalty: 5328.069824
	Iteration 70Q: 3 clusters Score -6786972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -6786977.000000 Penalty: 5328.069824
	Iteration 71Q: 3 clusters Score -6786977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -6786993.500000 Penalty: 5328.069824
	Iteration 72Q: 3 clusters Score -6786994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -6786998.500000 Penalty: 5328.069824
	Iteration 73Q: 3 clusters Score -6786998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6786995.500000 Penalty: 5328.069824
	Iteration 74Q: 3 clusters Score -6786996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -6787003.000000 Penalty: 5328.069824
	Iteration 75Q: 3 clusters Score -6787003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -6787008.000000 Penalty: 5328.069824
	Iteration 76Q: 3 clusters Score -6787008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -6787013.000000 Penalty: 5328.069824
	Iteration 77Q: 3 clusters Score -6787013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -6787021.500000 Penalty: 5328.069824
	Iteration 78Q: 3 clusters Score -6787022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6787017.500000 Penalty: 5328.069824
	Iteration 79Q: 3 clusters Score -6787018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -6787021.000000 Penalty: 5328.069824
	Iteration 80F: 3 clusters Score -6787021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -6787021.500000 Penalty: 5328.069824
	Iteration 81Q: 3 clusters Score -6787022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -6787021.500000 Penalty: 5328.069824
	Iteration 82F: 3 clusters Score -6787022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49956.496094 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49956.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50163.988281 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50163.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50243.656250 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -50243.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50305.558594 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -50305.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50447.476562 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -50447.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50938.996094 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -50939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51024.691406 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -51024.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51075.210938 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -51075.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51095.878906 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -51095.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51106.230469 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -51106.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51118.484375 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -51118.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51129.910156 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -51129.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51143.359375 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -51143.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51148.390625 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -51148.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51160.285156 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -51160.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51162.316406 Penalty: 2971.766357
	Iteration 15F: 3 clusters Score -51162.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51171.527344 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -51171.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51180.878906 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -51180.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51199.660156 Penalty: 2971.766357
	Iteration 18Q: 3 clusters Score -51199.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51211.476562 Penalty: 2971.766357
	Iteration 19Q: 3 clusters Score -51211.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51219.222656 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -51219.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51224.753906 Penalty: 2971.766357
	Iteration 21Q: 3 clusters Score -51224.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51238.773438 Penalty: 2971.766357
	Iteration 22Q: 3 clusters Score -51238.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51240.933594 Penalty: 2971.766357
	Iteration 23Q: 3 clusters Score -51240.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51240.933594 Penalty: 2971.766357
	Iteration 24F: 3 clusters Score -51240.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -1502110.375000 Penalty: 2326.824951
	Iteration 0F: 2 clusters Score -1502110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1493284.125000 Penalty: 4653.649902
	Iteration 0F: 3 clusters Score -1493284 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1496066.125000 Penalty: 4653.649902
	Iteration 1F: 3 clusters Score -1496066 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1496452.375000 Penalty: 4653.649902
	Iteration 2F: 3 clusters Score -1496452 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1496772.625000 Penalty: 4653.649902
	Iteration 3F: 3 clusters Score -1496773 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1497105.750000 Penalty: 4653.649902
	Iteration 4Q: 3 clusters Score -1497106 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1497498.750000 Penalty: 4653.649902
	Iteration 5Q: 3 clusters Score -1497499 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1497939.750000 Penalty: 4653.649902
	Iteration 6F: 3 clusters Score -1497940 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1498421.250000 Penalty: 4653.649902
	Iteration 7F: 3 clusters Score -1498421 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1498892.375000 Penalty: 4653.649902
	Iteration 8Q: 3 clusters Score -1498892 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1499256.375000 Penalty: 4653.649902
	Iteration 9Q: 3 clusters Score -1499256 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1499553.250000 Penalty: 4653.649902
	Iteration 10Q: 3 clusters Score -1499553 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1499755.250000 Penalty: 4653.649902
	Iteration 11Q: 3 clusters Score -1499755 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1499875.250000 Penalty: 4653.649902
	Iteration 12Q: 3 clusters Score -1499875 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1499957.750000 Penalty: 4653.649902
	Iteration 13Q: 3 clusters Score -1499958 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1500033.875000 Penalty: 4653.649902
	Iteration 14Q: 3 clusters Score -1500034 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1500101.875000 Penalty: 4653.649902
	Iteration 15Q: 3 clusters Score -1500102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1500143.875000 Penalty: 4653.649902
	Iteration 16Q: 3 clusters Score -1500144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1500178.375000 Penalty: 4653.649902
	Iteration 17Q: 3 clusters Score -1500178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1500211.750000 Penalty: 4653.649902
	Iteration 18Q: 3 clusters Score -1500212 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1500245.875000 Penalty: 4653.649902
	Iteration 19Q: 3 clusters Score -1500246 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1500297.125000 Penalty: 4653.649902
	Iteration 20F: 3 clusters Score -1500297 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1500346.375000 Penalty: 4653.649902
	Iteration 21Q: 3 clusters Score -1500346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1500387.125000 Penalty: 4653.649902
	Iteration 22Q: 3 clusters Score -1500387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1500437.250000 Penalty: 4653.649902
	Iteration 23Q: 3 clusters Score -1500437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1500488.625000 Penalty: 4653.649902
	Iteration 24Q: 3 clusters Score -1500489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1500523.625000 Penalty: 4653.649902
	Iteration 25Q: 3 clusters Score -1500524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1500553.000000 Penalty: 4653.649902
	Iteration 26Q: 3 clusters Score -1500553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1500577.375000 Penalty: 4653.649902
	Iteration 27Q: 3 clusters Score -1500577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1500595.125000 Penalty: 4653.649902
	Iteration 28Q: 3 clusters Score -1500595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1500612.250000 Penalty: 4653.649902
	Iteration 29Q: 3 clusters Score -1500612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1500621.250000 Penalty: 4653.649902
	Iteration 30Q: 3 clusters Score -1500621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1500627.375000 Penalty: 4653.649902
	Iteration 31Q: 3 clusters Score -1500627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1500633.375000 Penalty: 4653.649902
	Iteration 32Q: 3 clusters Score -1500633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1500635.500000 Penalty: 4653.649902
	Iteration 33Q: 3 clusters Score -1500636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1500639.000000 Penalty: 4653.649902
	Iteration 34Q: 3 clusters Score -1500639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1500642.625000 Penalty: 4653.649902
	Iteration 35Q: 3 clusters Score -1500643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1500649.000000 Penalty: 4653.649902
	Iteration 36Q: 3 clusters Score -1500649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1500651.625000 Penalty: 4653.649902
	Iteration 37Q: 3 clusters Score -1500652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1500647.750000 Penalty: 4653.649902
	Iteration 38Q: 3 clusters Score -1500648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1500651.875000 Penalty: 4653.649902
	Iteration 39Q: 3 clusters Score -1500652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1500650.375000 Penalty: 4653.649902
	Iteration 40F: 3 clusters Score -1500650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1500650.750000 Penalty: 4653.649902
	Iteration 41Q: 3 clusters Score -1500651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1500650.375000 Penalty: 4653.649902
	Iteration 42Q: 3 clusters Score -1500650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1500653.500000 Penalty: 4653.649902
	Iteration 43Q: 3 clusters Score -1500654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1500652.875000 Penalty: 4653.649902
	Iteration 44Q: 3 clusters Score -1500653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1500652.125000 Penalty: 4653.649902
	Iteration 45Q: 3 clusters Score -1500652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1500653.375000 Penalty: 4653.649902
	Iteration 46Q: 3 clusters Score -1500653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1500653.375000 Penalty: 4653.649902
	Iteration 47F: 3 clusters Score -1500653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46062.843750 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46062.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44623.464844 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44623.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44833.644531 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -44833.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44920.722656 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -44920.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44960.562500 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -44960.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44990.718750 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -44990.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44999.894531 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -44999.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45005.324219 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -45005.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45015.664062 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -45015.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45024.660156 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -45024.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45031.636719 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -45031.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45047.632812 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -45047.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45062.753906 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -45062.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45077.351562 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -45077.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45125.925781 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -45125.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45145.320312 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -45145.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45163.570312 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -45163.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45180.410156 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -45180.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45207.457031 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -45207.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45248.742188 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -45248.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45273.765625 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -45273.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45286.636719 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -45286.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45313.871094 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -45313.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45322.671875 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -45322.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45332.847656 Penalty: 3050.698975
	Iteration 23Q: 3 clusters Score -45332.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45334.113281 Penalty: 3050.698975
	Iteration 24Q: 3 clusters Score -45334.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45335.863281 Penalty: 3050.698975
	Iteration 25Q: 3 clusters Score -45335.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45337.976562 Penalty: 3050.698975
	Iteration 26Q: 3 clusters Score -45337.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45340.445312 Penalty: 3050.698975
	Iteration 27Q: 3 clusters Score -45340.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45340.445312 Penalty: 3050.698975
	Iteration 28F: 3 clusters Score -45340.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -53862.765625 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -53862.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52492.507812 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -52492.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52636.945312 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -52636.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52710.246094 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -52710.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52751.937500 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -52751.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52782.640625 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -52782.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52806.429688 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -52806.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52826.996094 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -52827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52840.742188 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -52840.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52854.960938 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -52854.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52889.042969 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -52889.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52898.644531 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -52898.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52905.382812 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -52905.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52915.730469 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -52915.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52932.250000 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -52932.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52937.324219 Penalty: 2976.701660
	Iteration 14Q: 3 clusters Score -52937.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52954.750000 Penalty: 2976.701660
	Iteration 15Q: 3 clusters Score -52954.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52957.324219 Penalty: 2976.701660
	Iteration 16Q: 3 clusters Score -52957.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52959.785156 Penalty: 2976.701660
	Iteration 17Q: 3 clusters Score -52959.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52959.785156 Penalty: 2976.701660
	Iteration 18F: 3 clusters Score -52959.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -535830.500000 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -535830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -532156.187500 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -532156.2 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -532935.062500 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -532935.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -533129.125000 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -533129.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -533304.187500 Penalty: 4068.159668
	Iteration 3F: 3 clusters Score -533304.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -533434.750000 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -533434.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -533537.250000 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -533537.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -533621.500000 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -533621.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -533682.812500 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -533682.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -533738.250000 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -533738.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -533782.625000 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -533782.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -533812.687500 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -533812.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -533837.437500 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -533837.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -533870.250000 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -533870.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -533908.000000 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -533908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -533959.687500 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -533959.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -534007.750000 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -534007.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -534068.437500 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -534068.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -534128.437500 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -534128.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -534210.437500 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -534210.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -534303.375000 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -534303.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -534455.187500 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -534455.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -534692.437500 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -534692.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -535014.125000 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -535014.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -535389.187500 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -535389.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -535953.750000 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -535953.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -536505.562500 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -536505.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -536606.187500 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -536606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -536612.625000 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -536612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -536614.125000 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -536614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -536614.812500 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -536614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -536614.812500 Penalty: 4068.159668
	Iteration 30F: 3 clusters Score -536614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8748 members 
Mstep: Class 6 contains 11328 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 45860 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 14508 members 
Mstep: Class 13 contains 65918 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46262 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 1750 members 
Mstep: Class 23 contains 148285 members 
Mstep: Class 24 contains 6472 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 185633 members 
Mstep: Class 33 contains 43462 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1776 members 
Entering Unmasked Estep 
Score: -95472240.000000 Penalty: 122977.367188
Splitting cluster 22 changes total score from -95472584.000000 to -95472240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (148285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Entering Unmasked Estep 
Score: -22146914.000000 Penalty: 2952.909180
	Iteration 0F: 2 clusters Score -2.214691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -22050514.000000 Penalty: 5905.818359
	Iteration 0F: 3 clusters Score -2.205051e+07 nChanged 70976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -22093210.000000 Penalty: 5905.818359
	Iteration 1F: 3 clusters Score -2.209321e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -22095356.000000 Penalty: 5905.818359
	Iteration 2Q: 3 clusters Score -2.209536e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -22098148.000000 Penalty: 5905.818359
	Iteration 3Q: 3 clusters Score -2.209815e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -22102268.000000 Penalty: 5905.818359
	Iteration 4F: 3 clusters Score -2.210227e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -22107690.000000 Penalty: 5905.818359
	Iteration 5F: 3 clusters Score -2.210769e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -22114296.000000 Penalty: 5905.818359
	Iteration 6F: 3 clusters Score -2.21143e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -22121064.000000 Penalty: 5905.818359
	Iteration 7F: 3 clusters Score -2.212106e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -22126010.000000 Penalty: 5905.818359
	Iteration 8F: 3 clusters Score -2.212601e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -22128258.000000 Penalty: 5905.818359
	Iteration 9Q: 3 clusters Score -2.212826e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -22129242.000000 Penalty: 5905.818359
	Iteration 10Q: 3 clusters Score -2.212924e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -22129608.000000 Penalty: 5905.818359
	Iteration 11Q: 3 clusters Score -2.212961e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -22129968.000000 Penalty: 5905.818359
	Iteration 12Q: 3 clusters Score -2.212997e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -22130246.000000 Penalty: 5905.818359
	Iteration 13Q: 3 clusters Score -2.213025e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -22130654.000000 Penalty: 5905.818359
	Iteration 14Q: 3 clusters Score -2.213065e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -22130866.000000 Penalty: 5905.818359
	Iteration 15Q: 3 clusters Score -2.213087e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -22130998.000000 Penalty: 5905.818359
	Iteration 16Q: 3 clusters Score -2.2131e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -22131384.000000 Penalty: 5905.818359
	Iteration 17Q: 3 clusters Score -2.213138e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -22131730.000000 Penalty: 5905.818359
	Iteration 18Q: 3 clusters Score -2.213173e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -22132160.000000 Penalty: 5905.818359
	Iteration 19Q: 3 clusters Score -2.213216e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -22132592.000000 Penalty: 5905.818359
	Iteration 20F: 3 clusters Score -2.213259e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -22133028.000000 Penalty: 5905.818359
	Iteration 21Q: 3 clusters Score -2.213303e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -22133586.000000 Penalty: 5905.818359
	Iteration 22Q: 3 clusters Score -2.213359e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -22134242.000000 Penalty: 5905.818359
	Iteration 23Q: 3 clusters Score -2.213424e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -22134956.000000 Penalty: 5905.818359
	Iteration 24Q: 3 clusters Score -2.213496e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -22135914.000000 Penalty: 5905.818359
	Iteration 25Q: 3 clusters Score -2.213591e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -22136890.000000 Penalty: 5905.818359
	Iteration 26Q: 3 clusters Score -2.213689e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -22137890.000000 Penalty: 5905.818359
	Iteration 27Q: 3 clusters Score -2.213789e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106900 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -22139118.000000 Penalty: 5905.818359
	Iteration 28Q: 3 clusters Score -2.213912e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -22140208.000000 Penalty: 5905.818359
	Iteration 29Q: 3 clusters Score -2.214021e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -22141386.000000 Penalty: 5905.818359
	Iteration 30Q: 3 clusters Score -2.214139e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -22142238.000000 Penalty: 5905.818359
	Iteration 31Q: 3 clusters Score -2.214224e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -22142948.000000 Penalty: 5905.818359
	Iteration 32Q: 3 clusters Score -2.214295e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -22143584.000000 Penalty: 5905.818359
	Iteration 33Q: 3 clusters Score -2.214358e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118721 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -22143986.000000 Penalty: 5905.818359
	Iteration 34Q: 3 clusters Score -2.214399e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -22144220.000000 Penalty: 5905.818359
	Iteration 35Q: 3 clusters Score -2.214422e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121156 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -22144530.000000 Penalty: 5905.818359
	Iteration 36Q: 3 clusters Score -2.214453e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122270 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -22144734.000000 Penalty: 5905.818359
	Iteration 37Q: 3 clusters Score -2.214473e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -22144926.000000 Penalty: 5905.818359
	Iteration 38Q: 3 clusters Score -2.214493e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -22145068.000000 Penalty: 5905.818359
	Iteration 39Q: 3 clusters Score -2.214507e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -22145272.000000 Penalty: 5905.818359
	Iteration 40F: 3 clusters Score -2.214527e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -22145428.000000 Penalty: 5905.818359
	Iteration 41Q: 3 clusters Score -2.214543e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -22145572.000000 Penalty: 5905.818359
	Iteration 42Q: 3 clusters Score -2.214557e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -22145652.000000 Penalty: 5905.818359
	Iteration 43Q: 3 clusters Score -2.214565e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128242 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -22145698.000000 Penalty: 5905.818359
	Iteration 44Q: 3 clusters Score -2.21457e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -22145744.000000 Penalty: 5905.818359
	Iteration 45Q: 3 clusters Score -2.214574e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129608 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -22145798.000000 Penalty: 5905.818359
	Iteration 46Q: 3 clusters Score -2.21458e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130200 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -22145798.000000 Penalty: 5905.818359
	Iteration 47Q: 3 clusters Score -2.21458e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -22145922.000000 Penalty: 5905.818359
	Iteration 48Q: 3 clusters Score -2.214592e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -22145966.000000 Penalty: 5905.818359
	Iteration 49Q: 3 clusters Score -2.214597e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -22145944.000000 Penalty: 5905.818359
	Iteration 50Q: 3 clusters Score -2.214594e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132343 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -22145934.000000 Penalty: 5905.818359
	Iteration 51Q: 3 clusters Score -2.214593e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -22145942.000000 Penalty: 5905.818359
	Iteration 52Q: 3 clusters Score -2.214594e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133269 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -22146036.000000 Penalty: 5905.818359
	Iteration 53Q: 3 clusters Score -2.214604e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133701 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -22146116.000000 Penalty: 5905.818359
	Iteration 54Q: 3 clusters Score -2.214612e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -22146158.000000 Penalty: 5905.818359
	Iteration 55Q: 3 clusters Score -2.214616e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -22146180.000000 Penalty: 5905.818359
	Iteration 56Q: 3 clusters Score -2.214618e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -22146226.000000 Penalty: 5905.818359
	Iteration 57Q: 3 clusters Score -2.214623e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135181 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -22146212.000000 Penalty: 5905.818359
	Iteration 58Q: 3 clusters Score -2.214621e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135512 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -22146228.000000 Penalty: 5905.818359
	Iteration 59Q: 3 clusters Score -2.214623e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135787 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -22146242.000000 Penalty: 5905.818359
	Iteration 60F: 3 clusters Score -2.214624e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -22146304.000000 Penalty: 5905.818359
	Iteration 61Q: 3 clusters Score -2.21463e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -22146252.000000 Penalty: 5905.818359
	Iteration 62Q: 3 clusters Score -2.214625e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -22146294.000000 Penalty: 5905.818359
	Iteration 63Q: 3 clusters Score -2.214629e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136862 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -22146336.000000 Penalty: 5905.818359
	Iteration 64Q: 3 clusters Score -2.214634e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137138 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -22146352.000000 Penalty: 5905.818359
	Iteration 65Q: 3 clusters Score -2.214635e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137386 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -22146410.000000 Penalty: 5905.818359
	Iteration 66Q: 3 clusters Score -2.214641e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137618 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -22146404.000000 Penalty: 5905.818359
	Iteration 67Q: 3 clusters Score -2.21464e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -22146422.000000 Penalty: 5905.818359
	Iteration 68Q: 3 clusters Score -2.214642e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137983 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -22146422.000000 Penalty: 5905.818359
	Iteration 69Q: 3 clusters Score -2.214642e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138139 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -22146386.000000 Penalty: 5905.818359
	Iteration 70Q: 3 clusters Score -2.214639e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138277 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -22146400.000000 Penalty: 5905.818359
	Iteration 71Q: 3 clusters Score -2.21464e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -22146382.000000 Penalty: 5905.818359
	Iteration 72Q: 3 clusters Score -2.214638e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -22146382.000000 Penalty: 5905.818359
	Iteration 73Q: 3 clusters Score -2.214638e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -22146390.000000 Penalty: 5905.818359
	Iteration 74Q: 3 clusters Score -2.214639e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -22146382.000000 Penalty: 5905.818359
	Iteration 75Q: 3 clusters Score -2.214638e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138822 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -22146362.000000 Penalty: 5905.818359
	Iteration 76Q: 3 clusters Score -2.214636e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -22146370.000000 Penalty: 5905.818359
	Iteration 77Q: 3 clusters Score -2.214637e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -22146366.000000 Penalty: 5905.818359
	Iteration 78Q: 3 clusters Score -2.214637e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139122 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -22146380.000000 Penalty: 5905.818359
	Iteration 79Q: 3 clusters Score -2.214638e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139210 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -22146378.000000 Penalty: 5905.818359
	Iteration 80F: 3 clusters Score -2.214638e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139294 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -22146372.000000 Penalty: 5905.818359
	Iteration 81Q: 3 clusters Score -2.214637e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -22146418.000000 Penalty: 5905.818359
	Iteration 82Q: 3 clusters Score -2.214642e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139435 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -22146418.000000 Penalty: 5905.818359
	Iteration 83Q: 3 clusters Score -2.214642e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -22146426.000000 Penalty: 5905.818359
	Iteration 84Q: 3 clusters Score -2.214643e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139555 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -22146400.000000 Penalty: 5905.818359
	Iteration 85Q: 3 clusters Score -2.21464e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139609 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -22146372.000000 Penalty: 5905.818359
	Iteration 86Q: 3 clusters Score -2.214637e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139653 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -22146368.000000 Penalty: 5905.818359
	Iteration 87Q: 3 clusters Score -2.214637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139681 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -22146366.000000 Penalty: 5905.818359
	Iteration 88Q: 3 clusters Score -2.214637e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139712 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -22146360.000000 Penalty: 5905.818359
	Iteration 89Q: 3 clusters Score -2.214636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -22146350.000000 Penalty: 5905.818359
	Iteration 90Q: 3 clusters Score -2.214635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -22146350.000000 Penalty: 5905.818359
	Iteration 91Q: 3 clusters Score -2.214635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -22146376.000000 Penalty: 5905.818359
	Iteration 92Q: 3 clusters Score -2.214638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139818 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -22146374.000000 Penalty: 5905.818359
	Iteration 93Q: 3 clusters Score -2.214637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139838 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -22146384.000000 Penalty: 5905.818359
	Iteration 94Q: 3 clusters Score -2.214638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139858 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -22146380.000000 Penalty: 5905.818359
	Iteration 95Q: 3 clusters Score -2.214638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -22146370.000000 Penalty: 5905.818359
	Iteration 96Q: 3 clusters Score -2.214637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -22146378.000000 Penalty: 5905.818359
	Iteration 97Q: 3 clusters Score -2.214638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139915 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -22146364.000000 Penalty: 5905.818359
	Iteration 98Q: 3 clusters Score -2.214636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139932 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -22146352.000000 Penalty: 5905.818359
	Iteration 99Q: 3 clusters Score -2.214635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -22146358.000000 Penalty: 5905.818359
	Iteration 100F: 3 clusters Score -2.214636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -22146378.000000 Penalty: 5905.818359
	Iteration 101Q: 3 clusters Score -2.214638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139981 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -22146380.000000 Penalty: 5905.818359
	Iteration 102Q: 3 clusters Score -2.214638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140002 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -22146400.000000 Penalty: 5905.818359
	Iteration 103Q: 3 clusters Score -2.21464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140026 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -22146392.000000 Penalty: 5905.818359
	Iteration 104Q: 3 clusters Score -2.214639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140044 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -22146384.000000 Penalty: 5905.818359
	Iteration 105Q: 3 clusters Score -2.214638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -22146386.000000 Penalty: 5905.818359
	Iteration 106Q: 3 clusters Score -2.214639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140064 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -22146382.000000 Penalty: 5905.818359
	Iteration 107Q: 3 clusters Score -2.214638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140074 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -22146386.000000 Penalty: 5905.818359
	Iteration 108Q: 3 clusters Score -2.214639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -22146388.000000 Penalty: 5905.818359
	Iteration 109Q: 3 clusters Score -2.214639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -22146386.000000 Penalty: 5905.818359
	Iteration 110Q: 3 clusters Score -2.214639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140119 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -22146386.000000 Penalty: 5905.818359
	Iteration 111Q: 3 clusters Score -2.214639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -22146372.000000 Penalty: 5905.818359
	Iteration 112Q: 3 clusters Score -2.214637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140141 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -22146402.000000 Penalty: 5905.818359
	Iteration 113Q: 3 clusters Score -2.21464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140151 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -22146400.000000 Penalty: 5905.818359
	Iteration 114Q: 3 clusters Score -2.21464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140158 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -22146404.000000 Penalty: 5905.818359
	Iteration 115Q: 3 clusters Score -2.21464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140164 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -22146436.000000 Penalty: 5905.818359
	Iteration 116Q: 3 clusters Score -2.214644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -22146436.000000 Penalty: 5905.818359
	Iteration 117Q: 3 clusters Score -2.214644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140181 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -22146420.000000 Penalty: 5905.818359
	Iteration 118Q: 3 clusters Score -2.214642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140186 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -22146426.000000 Penalty: 5905.818359
	Iteration 119Q: 3 clusters Score -2.214643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -22146418.000000 Penalty: 5905.818359
	Iteration 120F: 3 clusters Score -2.214642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140194 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -22146410.000000 Penalty: 5905.818359
	Iteration 121Q: 3 clusters Score -2.214641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140198 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -22146422.000000 Penalty: 5905.818359
	Iteration 122Q: 3 clusters Score -2.214642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140200 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -22146412.000000 Penalty: 5905.818359
	Iteration 123Q: 3 clusters Score -2.214641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140203 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -22146416.000000 Penalty: 5905.818359
	Iteration 124Q: 3 clusters Score -2.214642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140204 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -22146412.000000 Penalty: 5905.818359
	Iteration 125Q: 3 clusters Score -2.214641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -22146426.000000 Penalty: 5905.818359
	Iteration 126Q: 3 clusters Score -2.214643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -22146430.000000 Penalty: 5905.818359
	Iteration 127Q: 3 clusters Score -2.214643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -22146428.000000 Penalty: 5905.818359
	Iteration 128Q: 3 clusters Score -2.214643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140216 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -22146432.000000 Penalty: 5905.818359
	Iteration 129Q: 3 clusters Score -2.214643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -22146426.000000 Penalty: 5905.818359
	Iteration 130Q: 3 clusters Score -2.214643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -22146430.000000 Penalty: 5905.818359
	Iteration 131Q: 3 clusters Score -2.214643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140219 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -22146430.000000 Penalty: 5905.818359
	Iteration 132Q: 3 clusters Score -2.214643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140220 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -22146438.000000 Penalty: 5905.818359
	Iteration 133Q: 3 clusters Score -2.214644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140221 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -22146420.000000 Penalty: 5905.818359
	Iteration 134Q: 3 clusters Score -2.214642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -22146420.000000 Penalty: 5905.818359
	Iteration 135Q: 3 clusters Score -2.214642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -22146416.000000 Penalty: 5905.818359
	Iteration 136Q: 3 clusters Score -2.214642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140226 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -22146418.000000 Penalty: 5905.818359
	Iteration 137Q: 3 clusters Score -2.214642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140226 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -22146418.000000 Penalty: 5905.818359
	Iteration 138F: 3 clusters Score -2.214642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -884238.812500 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -884238.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -878762.687500 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -878762.7 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -880156.562500 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -880156.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -880399.812500 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -880399.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -880583.625000 Penalty: 4352.519531
	Iteration 3F: 3 clusters Score -880583.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -880720.687500 Penalty: 4352.519531
	Iteration 4Q: 3 clusters Score -880720.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -880826.687500 Penalty: 4352.519531
	Iteration 5Q: 3 clusters Score -880826.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -880927.250000 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -880927.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -881028.125000 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -881028.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -881108.687500 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -881108.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -881186.187500 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -881186.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -881248.812500 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -881248.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -881306.687500 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -881306.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -881357.562500 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -881357.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -881400.062500 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -881400.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -881433.312500 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -881433.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -881472.187500 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -881472.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -881513.687500 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -881513.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -881563.562500 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -881563.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -881617.437500 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -881617.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -881670.062500 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -881670.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -881735.937500 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -881735.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -881799.937500 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -881799.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -881880.875000 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -881880.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -881954.562500 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -881954.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -882014.312500 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -882014.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -882080.937500 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -882080.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -882154.562500 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -882154.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -882218.312500 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -882218.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -882281.312500 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -882281.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -882338.500000 Penalty: 4352.519531
	Iteration 29Q: 3 clusters Score -882338.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -882377.125000 Penalty: 4352.519531
	Iteration 30Q: 3 clusters Score -882377.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -882398.000000 Penalty: 4352.519531
	Iteration 31Q: 3 clusters Score -882398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -882413.500000 Penalty: 4352.519531
	Iteration 32Q: 3 clusters Score -882413.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -882423.125000 Penalty: 4352.519531
	Iteration 33Q: 3 clusters Score -882423.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -882432.250000 Penalty: 4352.519531
	Iteration 34Q: 3 clusters Score -882432.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -882437.500000 Penalty: 4352.519531
	Iteration 35Q: 3 clusters Score -882437.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -882441.437500 Penalty: 4352.519531
	Iteration 36Q: 3 clusters Score -882441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -882444.312500 Penalty: 4352.519531
	Iteration 37Q: 3 clusters Score -882444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -882445.687500 Penalty: 4352.519531
	Iteration 38Q: 3 clusters Score -882445.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -882450.437500 Penalty: 4352.519531
	Iteration 39Q: 3 clusters Score -882450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -882451.000000 Penalty: 4352.519531
	Iteration 40F: 3 clusters Score -882451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -882452.625000 Penalty: 4352.519531
	Iteration 41Q: 3 clusters Score -882452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -882453.125000 Penalty: 4352.519531
	Iteration 42Q: 3 clusters Score -882453.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -882453.125000 Penalty: 4352.519531
	Iteration 43F: 3 clusters Score -882453.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -301255.718750 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -301255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -298567.375000 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -298567.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -299029.500000 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -299029.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -299145.000000 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -299145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -299213.562500 Penalty: 3787.589600
	Iteration 3Q: 3 clusters Score -299213.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -299255.531250 Penalty: 3787.589600
	Iteration 4Q: 3 clusters Score -299255.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -299290.437500 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -299290.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -299314.687500 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -299314.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299332.093750 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -299332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -299347.000000 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -299347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -299358.000000 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -299358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -299366.406250 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -299366.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -299377.406250 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -299377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -299381.906250 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -299381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -299386.593750 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -299386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -299387.750000 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -299387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -299388.562500 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -299388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -299388.562500 Penalty: 3787.589600
	Iteration 16F: 3 clusters Score -299388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -496963.875000 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -496963.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -493386.156250 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -493386.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -494144.687500 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -494144.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -494347.062500 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -494347.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -494466.250000 Penalty: 4040.911133
	Iteration 3F: 3 clusters Score -494466.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -494549.875000 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -494549.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -494606.312500 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -494606.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -494647.968750 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -494648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -494681.250000 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -494681.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -494716.343750 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -494716.3 nChanged 62
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: -494747.562500 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -494747.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -494773.093750 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -494773.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -494793.687500 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -494793.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -494814.125000 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -494814.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -494836.125000 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -494836.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -494861.875000 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -494861.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -494875.406250 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -494875.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -494889.593750 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -494889.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -494901.312500 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -494901.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -494907.656250 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -494907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -494915.031250 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -494915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -494921.343750 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -494921.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -494931.718750 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -494931.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -494943.062500 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -494943.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -494954.062500 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -494954.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -494965.187500 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -494965.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -494976.062500 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -494976.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -494983.937500 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -494983.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -494996.000000 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -494996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -495010.875000 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -495010.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -495027.437500 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -495027.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -495046.593750 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -495046.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -495061.593750 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -495061.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -495080.437500 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -495080.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -495097.406250 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -495097.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -495121.218750 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -495121.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -495134.781250 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -495134.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -495141.562500 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -495141.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -495147.687500 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -495147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -495153.375000 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -495153.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -495159.031250 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -495159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -495165.218750 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -495165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -495172.000000 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -495172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -495181.125000 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -495181.1 nChanged 13
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: -495188.062500 Penalty: 4040.911133
	Iteration 43Q: 3 clusters Score -495188.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -495197.062500 Penalty: 4040.911133
	Iteration 44Q: 3 clusters Score -495197.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -495203.781250 Penalty: 4040.911133
	Iteration 45Q: 3 clusters Score -495203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -495211.750000 Penalty: 4040.911133
	Iteration 46Q: 3 clusters Score -495211.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -495228.468750 Penalty: 4040.911133
	Iteration 47Q: 3 clusters Score -495228.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -495257.343750 Penalty: 4040.911133
	Iteration 48Q: 3 clusters Score -495257.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -495287.468750 Penalty: 4040.911133
	Iteration 49Q: 3 clusters Score -495287.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -495318.625000 Penalty: 4040.911133
	Iteration 50Q: 3 clusters Score -495318.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -495350.656250 Penalty: 4040.911133
	Iteration 51Q: 3 clusters Score -495350.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -495378.437500 Penalty: 4040.911133
	Iteration 52Q: 3 clusters Score -495378.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -495406.718750 Penalty: 4040.911133
	Iteration 53Q: 3 clusters Score -495406.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -495433.656250 Penalty: 4040.911133
	Iteration 54Q: 3 clusters Score -495433.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -495459.156250 Penalty: 4040.911133
	Iteration 55Q: 3 clusters Score -495459.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -495479.281250 Penalty: 4040.911133
	Iteration 56Q: 3 clusters Score -495479.3 nChanged 23
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: -495489.656250 Penalty: 4040.911133
	Iteration 57Q: 3 clusters Score -495489.7 nChanged 12
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: -495493.843750 Penalty: 4040.911133
	Iteration 58Q: 3 clusters Score -495493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -495497.812500 Penalty: 4040.911133
	Iteration 59Q: 3 clusters Score -495497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -495501.125000 Penalty: 4040.911133
	Iteration 60F: 3 clusters Score -495501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -495503.718750 Penalty: 4040.911133
	Iteration 61Q: 3 clusters Score -495503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -495505.687500 Penalty: 4040.911133
	Iteration 62Q: 3 clusters Score -495505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -495507.812500 Penalty: 4040.911133
	Iteration 63Q: 3 clusters Score -495507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -495508.250000 Penalty: 4040.911133
	Iteration 64Q: 3 clusters Score -495508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -495508.343750 Penalty: 4040.911133
	Iteration 65Q: 3 clusters Score -495508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -495509.062500 Penalty: 4040.911133
	Iteration 66Q: 3 clusters Score -495509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -495509.062500 Penalty: 4040.911133
	Iteration 67F: 3 clusters Score -495509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -175167.171875 Penalty: 1814.339111
	Iteration 0F: 2 clusters Score -175167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172962.828125 Penalty: 3628.678223
	Iteration 0F: 3 clusters Score -172962.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -173448.218750 Penalty: 3628.678223
	Iteration 1F: 3 clusters Score -173448.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -173663.109375 Penalty: 3628.678223
	Iteration 2F: 3 clusters Score -173663.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -173821.000000 Penalty: 3628.678223
	Iteration 3F: 3 clusters Score -173821 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173958.531250 Penalty: 3628.678223
	Iteration 4F: 3 clusters Score -173958.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -174061.203125 Penalty: 3628.678223
	Iteration 5Q: 3 clusters Score -174061.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -174138.406250 Penalty: 3628.678223
	Iteration 6Q: 3 clusters Score -174138.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -174204.578125 Penalty: 3628.678223
	Iteration 7Q: 3 clusters Score -174204.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -174249.812500 Penalty: 3628.678223
	Iteration 8Q: 3 clusters Score -174249.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -174295.609375 Penalty: 3628.678223
	Iteration 9Q: 3 clusters Score -174295.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -174324.718750 Penalty: 3628.678223
	Iteration 10Q: 3 clusters Score -174324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -174357.140625 Penalty: 3628.678223
	Iteration 11Q: 3 clusters Score -174357.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -174371.515625 Penalty: 3628.678223
	Iteration 12Q: 3 clusters Score -174371.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174382.859375 Penalty: 3628.678223
	Iteration 13Q: 3 clusters Score -174382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -174390.187500 Penalty: 3628.678223
	Iteration 14Q: 3 clusters Score -174390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -174392.890625 Penalty: 3628.678223
	Iteration 15Q: 3 clusters Score -174392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -174394.046875 Penalty: 3628.678223
	Iteration 16Q: 3 clusters Score -174394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -174395.015625 Penalty: 3628.678223
	Iteration 17Q: 3 clusters Score -174395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174397.921875 Penalty: 3628.678223
	Iteration 18Q: 3 clusters Score -174397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174399.234375 Penalty: 3628.678223
	Iteration 19Q: 3 clusters Score -174399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174399.234375 Penalty: 3628.678223
	Iteration 20F: 3 clusters Score -174399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -37915.847656 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -37915.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36676.238281 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -36676.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36836.593750 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -36836.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36875.000000 Penalty: 2819.055664
	Iteration 2Q: 3 clusters Score -36875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36907.363281 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -36907.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36929.339844 Penalty: 2819.055664
	Iteration 4Q: 3 clusters Score -36929.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36931.824219 Penalty: 2819.055664
	Iteration 5Q: 3 clusters Score -36931.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36931.824219 Penalty: 2819.055664
	Iteration 6F: 3 clusters Score -36931.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34881.234375 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34881.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34991.132812 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34991.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35014.078125 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -35014.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35032.269531 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -35032.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35032.269531 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -35032.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -68883.414062 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -68883.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67294.968750 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -67294.97 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67488.093750 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -67488.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67564.234375 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -67564.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67600.140625 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -67600.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67630.820312 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -67630.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67677.648438 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -67677.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67710.429688 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -67710.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67735.890625 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -67735.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67758.742188 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -67758.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67768.015625 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -67768.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67782.054688 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -67782.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67783.523438 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -67783.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67783.523438 Penalty: 3155.206055
	Iteration 12F: 3 clusters Score -67783.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -213879.093750 Penalty: 1824.357422
	Iteration 0F: 2 clusters Score -213879.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -211559.625000 Penalty: 3648.714844
	Iteration 0F: 3 clusters Score -211559.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212100.500000 Penalty: 3648.714844
	Iteration 1F: 3 clusters Score -212100.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -212299.296875 Penalty: 3648.714844
	Iteration 2F: 3 clusters Score -212299.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212417.765625 Penalty: 3648.714844
	Iteration 3F: 3 clusters Score -212417.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -212492.796875 Penalty: 3648.714844
	Iteration 4Q: 3 clusters Score -212492.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212562.312500 Penalty: 3648.714844
	Iteration 5Q: 3 clusters Score -212562.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -212611.359375 Penalty: 3648.714844
	Iteration 6Q: 3 clusters Score -212611.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -212649.734375 Penalty: 3648.714844
	Iteration 7Q: 3 clusters Score -212649.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -212670.328125 Penalty: 3648.714844
	Iteration 8Q: 3 clusters Score -212670.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -212687.859375 Penalty: 3648.714844
	Iteration 9Q: 3 clusters Score -212687.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -212698.296875 Penalty: 3648.714844
	Iteration 10Q: 3 clusters Score -212698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -212708.062500 Penalty: 3648.714844
	Iteration 11Q: 3 clusters Score -212708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -212715.890625 Penalty: 3648.714844
	Iteration 12Q: 3 clusters Score -212715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212721.453125 Penalty: 3648.714844
	Iteration 13Q: 3 clusters Score -212721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -212725.812500 Penalty: 3648.714844
	Iteration 14Q: 3 clusters Score -212725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -212734.500000 Penalty: 3648.714844
	Iteration 15Q: 3 clusters Score -212734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -212741.234375 Penalty: 3648.714844
	Iteration 16Q: 3 clusters Score -212741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -212747.796875 Penalty: 3648.714844
	Iteration 17Q: 3 clusters Score -212747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212756.875000 Penalty: 3648.714844
	Iteration 18Q: 3 clusters Score -212756.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -212765.531250 Penalty: 3648.714844
	Iteration 19Q: 3 clusters Score -212765.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -212782.109375 Penalty: 3648.714844
	Iteration 20F: 3 clusters Score -212782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212796.015625 Penalty: 3648.714844
	Iteration 21Q: 3 clusters Score -212796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -212807.109375 Penalty: 3648.714844
	Iteration 22Q: 3 clusters Score -212807.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -212830.796875 Penalty: 3648.714844
	Iteration 23Q: 3 clusters Score -212830.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -212846.593750 Penalty: 3648.714844
	Iteration 24Q: 3 clusters Score -212846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -212857.015625 Penalty: 3648.714844
	Iteration 25Q: 3 clusters Score -212857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -212874.687500 Penalty: 3648.714844
	Iteration 26Q: 3 clusters Score -212874.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212886.812500 Penalty: 3648.714844
	Iteration 27Q: 3 clusters Score -212886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -212897.265625 Penalty: 3648.714844
	Iteration 28Q: 3 clusters Score -212897.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212912.000000 Penalty: 3648.714844
	Iteration 29Q: 3 clusters Score -212912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212925.437500 Penalty: 3648.714844
	Iteration 30Q: 3 clusters Score -212925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -212931.640625 Penalty: 3648.714844
	Iteration 31Q: 3 clusters Score -212931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -212949.796875 Penalty: 3648.714844
	Iteration 32Q: 3 clusters Score -212949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212953.062500 Penalty: 3648.714844
	Iteration 33Q: 3 clusters Score -212953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -212959.828125 Penalty: 3648.714844
	Iteration 34Q: 3 clusters Score -212959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -212969.390625 Penalty: 3648.714844
	Iteration 35Q: 3 clusters Score -212969.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212990.671875 Penalty: 3648.714844
	Iteration 36Q: 3 clusters Score -212990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -213006.140625 Penalty: 3648.714844
	Iteration 37Q: 3 clusters Score -213006.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -213019.593750 Penalty: 3648.714844
	Iteration 38Q: 3 clusters Score -213019.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213039.140625 Penalty: 3648.714844
	Iteration 39Q: 3 clusters Score -213039.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213049.328125 Penalty: 3648.714844
	Iteration 40F: 3 clusters Score -213049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -213073.578125 Penalty: 3648.714844
	Iteration 41Q: 3 clusters Score -213073.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -213121.640625 Penalty: 3648.714844
	Iteration 42Q: 3 clusters Score -213121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -213160.421875 Penalty: 3648.714844
	Iteration 43Q: 3 clusters Score -213160.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -213189.390625 Penalty: 3648.714844
	Iteration 44Q: 3 clusters Score -213189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -213206.562500 Penalty: 3648.714844
	Iteration 45Q: 3 clusters Score -213206.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -213218.765625 Penalty: 3648.714844
	Iteration 46Q: 3 clusters Score -213218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -213233.843750 Penalty: 3648.714844
	Iteration 47Q: 3 clusters Score -213233.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213246.515625 Penalty: 3648.714844
	Iteration 48Q: 3 clusters Score -213246.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -213251.500000 Penalty: 3648.714844
	Iteration 49Q: 3 clusters Score -213251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -213254.140625 Penalty: 3648.714844
	Iteration 50Q: 3 clusters Score -213254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -213254.515625 Penalty: 3648.714844
	Iteration 51Q: 3 clusters Score -213254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -213256.500000 Penalty: 3648.714844
	Iteration 52Q: 3 clusters Score -213256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -213256.500000 Penalty: 3648.714844
	Iteration 53F: 3 clusters Score -213256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (185633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185633 members 
Entering Unmasked Estep 
Score: -27761024.000000 Penalty: 3008.618652
	Iteration 0F: 2 clusters Score -2.776102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -27642290.000000 Penalty: 6017.237305
	Iteration 0F: 3 clusters Score -2.764229e+07 nChanged 89013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -27693264.000000 Penalty: 6017.237305
	Iteration 1F: 3 clusters Score -2.769326e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -27694396.000000 Penalty: 6017.237305
	Iteration 2Q: 3 clusters Score -2.76944e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -27695702.000000 Penalty: 6017.237305
	Iteration 3Q: 3 clusters Score -2.76957e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -27697444.000000 Penalty: 6017.237305
	Iteration 4Q: 3 clusters Score -2.769744e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -27699908.000000 Penalty: 6017.237305
	Iteration 5Q: 3 clusters Score -2.769991e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 94122 members 
Entering Unmasked Estep 
Score: -27703562.000000 Penalty: 6017.237305
	Iteration 6Q: 3 clusters Score -2.770356e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -27708886.000000 Penalty: 6017.237305
	Iteration 7F: 3 clusters Score -2.770889e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -27716676.000000 Penalty: 6017.237305
	Iteration 8F: 3 clusters Score -2.771668e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -27726548.000000 Penalty: 6017.237305
	Iteration 9F: 3 clusters Score -2.772655e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -27736396.000000 Penalty: 6017.237305
	Iteration 10F: 3 clusters Score -2.77364e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -27741376.000000 Penalty: 6017.237305
	Iteration 11F: 3 clusters Score -2.774138e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 102075 members 
Entering Unmasked Estep 
Score: -27743048.000000 Penalty: 6017.237305
	Iteration 12Q: 3 clusters Score -2.774305e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -27743792.000000 Penalty: 6017.237305
	Iteration 13Q: 3 clusters Score -2.774379e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -27744430.000000 Penalty: 6017.237305
	Iteration 14Q: 3 clusters Score -2.774443e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -27745200.000000 Penalty: 6017.237305
	Iteration 15Q: 3 clusters Score -2.77452e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 107051 members 
Entering Unmasked Estep 
Score: -27746002.000000 Penalty: 6017.237305
	Iteration 16Q: 3 clusters Score -2.7746e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -27746842.000000 Penalty: 6017.237305
	Iteration 17Q: 3 clusters Score -2.774684e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 109898 members 
Entering Unmasked Estep 
Score: -27747742.000000 Penalty: 6017.237305
	Iteration 18Q: 3 clusters Score -2.774774e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -27748582.000000 Penalty: 6017.237305
	Iteration 19Q: 3 clusters Score -2.774858e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -27749158.000000 Penalty: 6017.237305
	Iteration 20F: 3 clusters Score -2.774916e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -27749770.000000 Penalty: 6017.237305
	Iteration 21Q: 3 clusters Score -2.774977e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -27750312.000000 Penalty: 6017.237305
	Iteration 22Q: 3 clusters Score -2.775031e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -27750730.000000 Penalty: 6017.237305
	Iteration 23Q: 3 clusters Score -2.775073e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 117696 members 
Entering Unmasked Estep 
Score: -27751030.000000 Penalty: 6017.237305
	Iteration 24Q: 3 clusters Score -2.775103e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -27751530.000000 Penalty: 6017.237305
	Iteration 25Q: 3 clusters Score -2.775153e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 120315 members 
Entering Unmasked Estep 
Score: -27751878.000000 Penalty: 6017.237305
	Iteration 26Q: 3 clusters Score -2.775188e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 121665 members 
Entering Unmasked Estep 
Score: -27752194.000000 Penalty: 6017.237305
	Iteration 27Q: 3 clusters Score -2.775219e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 122999 members 
Entering Unmasked Estep 
Score: -27752266.000000 Penalty: 6017.237305
	Iteration 28Q: 3 clusters Score -2.775227e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 124364 members 
Entering Unmasked Estep 
Score: -27752496.000000 Penalty: 6017.237305
	Iteration 29Q: 3 clusters Score -2.77525e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -27752634.000000 Penalty: 6017.237305
	Iteration 30Q: 3 clusters Score -2.775263e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 127170 members 
Entering Unmasked Estep 
Score: -27752746.000000 Penalty: 6017.237305
	Iteration 31Q: 3 clusters Score -2.775275e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 128555 members 
Entering Unmasked Estep 
Score: -27752996.000000 Penalty: 6017.237305
	Iteration 32Q: 3 clusters Score -2.7753e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 129964 members 
Entering Unmasked Estep 
Score: -27753144.000000 Penalty: 6017.237305
	Iteration 33Q: 3 clusters Score -2.775314e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 131390 members 
Entering Unmasked Estep 
Score: -27753314.000000 Penalty: 6017.237305
	Iteration 34Q: 3 clusters Score -2.775331e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -27753274.000000 Penalty: 6017.237305
	Iteration 35Q: 3 clusters Score -2.775327e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 134417 members 
Entering Unmasked Estep 
Score: -27753498.000000 Penalty: 6017.237305
	Iteration 36Q: 3 clusters Score -2.77535e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 136002 members 
Entering Unmasked Estep 
Score: -27753632.000000 Penalty: 6017.237305
	Iteration 37Q: 3 clusters Score -2.775363e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 137517 members 
Entering Unmasked Estep 
Score: -27753686.000000 Penalty: 6017.237305
	Iteration 38Q: 3 clusters Score -2.775369e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 138977 members 
Entering Unmasked Estep 
Score: -27753796.000000 Penalty: 6017.237305
	Iteration 39Q: 3 clusters Score -2.77538e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -27753856.000000 Penalty: 6017.237305
	Iteration 40F: 3 clusters Score -2.775386e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 141894 members 
Entering Unmasked Estep 
Score: -27754076.000000 Penalty: 6017.237305
	Iteration 41Q: 3 clusters Score -2.775408e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 143327 members 
Entering Unmasked Estep 
Score: -27754200.000000 Penalty: 6017.237305
	Iteration 42Q: 3 clusters Score -2.77542e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -27754264.000000 Penalty: 6017.237305
	Iteration 43Q: 3 clusters Score -2.775426e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -27754326.000000 Penalty: 6017.237305
	Iteration 44Q: 3 clusters Score -2.775433e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 147609 members 
Entering Unmasked Estep 
Score: -27754508.000000 Penalty: 6017.237305
	Iteration 45Q: 3 clusters Score -2.775451e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -27754724.000000 Penalty: 6017.237305
	Iteration 46Q: 3 clusters Score -2.775472e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 150530 members 
Entering Unmasked Estep 
Score: -27754886.000000 Penalty: 6017.237305
	Iteration 47Q: 3 clusters Score -2.775489e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 151968 members 
Entering Unmasked Estep 
Score: -27755030.000000 Penalty: 6017.237305
	Iteration 48Q: 3 clusters Score -2.775503e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 153384 members 
Entering Unmasked Estep 
Score: -27755052.000000 Penalty: 6017.237305
	Iteration 49Q: 3 clusters Score -2.775505e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -27755082.000000 Penalty: 6017.237305
	Iteration 50Q: 3 clusters Score -2.775508e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 156102 members 
Entering Unmasked Estep 
Score: -27755228.000000 Penalty: 6017.237305
	Iteration 51Q: 3 clusters Score -2.775523e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -27755294.000000 Penalty: 6017.237305
	Iteration 52Q: 3 clusters Score -2.775529e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -27755466.000000 Penalty: 6017.237305
	Iteration 53Q: 3 clusters Score -2.775547e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 160064 members 
Entering Unmasked Estep 
Score: -27755576.000000 Penalty: 6017.237305
	Iteration 54Q: 3 clusters Score -2.775558e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 161303 members 
Entering Unmasked Estep 
Score: -27755722.000000 Penalty: 6017.237305
	Iteration 55Q: 3 clusters Score -2.775572e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 162543 members 
Entering Unmasked Estep 
Score: -27755836.000000 Penalty: 6017.237305
	Iteration 56Q: 3 clusters Score -2.775584e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -27756074.000000 Penalty: 6017.237305
	Iteration 57Q: 3 clusters Score -2.775607e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -27756292.000000 Penalty: 6017.237305
	Iteration 58Q: 3 clusters Score -2.775629e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -27756442.000000 Penalty: 6017.237305
	Iteration 59Q: 3 clusters Score -2.775644e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -27756448.000000 Penalty: 6017.237305
	Iteration 60F: 3 clusters Score -2.775645e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 168061 members 
Entering Unmasked Estep 
Score: -27756672.000000 Penalty: 6017.237305
	Iteration 61Q: 3 clusters Score -2.775667e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 169010 members 
Entering Unmasked Estep 
Score: -27756894.000000 Penalty: 6017.237305
	Iteration 62Q: 3 clusters Score -2.775689e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 169934 members 
Entering Unmasked Estep 
Score: -27757110.000000 Penalty: 6017.237305
	Iteration 63Q: 3 clusters Score -2.775711e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -27757382.000000 Penalty: 6017.237305
	Iteration 64Q: 3 clusters Score -2.775738e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -27757474.000000 Penalty: 6017.237305
	Iteration 65Q: 3 clusters Score -2.775747e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -27757700.000000 Penalty: 6017.237305
	Iteration 66Q: 3 clusters Score -2.77577e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -27757834.000000 Penalty: 6017.237305
	Iteration 67Q: 3 clusters Score -2.775783e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -27758052.000000 Penalty: 6017.237305
	Iteration 68Q: 3 clusters Score -2.775805e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -27758106.000000 Penalty: 6017.237305
	Iteration 69Q: 3 clusters Score -2.775811e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -27758262.000000 Penalty: 6017.237305
	Iteration 70Q: 3 clusters Score -2.775826e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 175986 members 
Entering Unmasked Estep 
Score: -27758396.000000 Penalty: 6017.237305
	Iteration 71Q: 3 clusters Score -2.77584e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -27758526.000000 Penalty: 6017.237305
	Iteration 72Q: 3 clusters Score -2.775853e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 177125 members 
Entering Unmasked Estep 
Score: -27758554.000000 Penalty: 6017.237305
	Iteration 73Q: 3 clusters Score -2.775855e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 177660 members 
Entering Unmasked Estep 
Score: -27758736.000000 Penalty: 6017.237305
	Iteration 74Q: 3 clusters Score -2.775874e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 178141 members 
Entering Unmasked Estep 
Score: -27758792.000000 Penalty: 6017.237305
	Iteration 75Q: 3 clusters Score -2.775879e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 178566 members 
Entering Unmasked Estep 
Score: -27758856.000000 Penalty: 6017.237305
	Iteration 76Q: 3 clusters Score -2.775886e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 178940 members 
Entering Unmasked Estep 
Score: -27758918.000000 Penalty: 6017.237305
	Iteration 77Q: 3 clusters Score -2.775892e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 179281 members 
Entering Unmasked Estep 
Score: -27758908.000000 Penalty: 6017.237305
	Iteration 78Q: 3 clusters Score -2.775891e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -27758916.000000 Penalty: 6017.237305
	Iteration 79Q: 3 clusters Score -2.775892e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 179911 members 
Entering Unmasked Estep 
Score: -27758930.000000 Penalty: 6017.237305
	Iteration 80F: 3 clusters Score -2.775893e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -27758948.000000 Penalty: 6017.237305
	Iteration 81Q: 3 clusters Score -2.775895e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 180424 members 
Entering Unmasked Estep 
Score: -27758968.000000 Penalty: 6017.237305
	Iteration 82Q: 3 clusters Score -2.775897e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 180630 members 
Entering Unmasked Estep 
Score: -27759022.000000 Penalty: 6017.237305
	Iteration 83Q: 3 clusters Score -2.775902e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 180824 members 
Entering Unmasked Estep 
Score: -27759046.000000 Penalty: 6017.237305
	Iteration 84Q: 3 clusters Score -2.775905e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 181010 members 
Entering Unmasked Estep 
Score: -27759106.000000 Penalty: 6017.237305
	Iteration 85Q: 3 clusters Score -2.775911e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 181197 members 
Entering Unmasked Estep 
Score: -27759114.000000 Penalty: 6017.237305
	Iteration 86Q: 3 clusters Score -2.775911e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 181360 members 
Entering Unmasked Estep 
Score: -27759164.000000 Penalty: 6017.237305
	Iteration 87Q: 3 clusters Score -2.775916e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 181489 members 
Entering Unmasked Estep 
Score: -27759200.000000 Penalty: 6017.237305
	Iteration 88Q: 3 clusters Score -2.77592e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 181611 members 
Entering Unmasked Estep 
Score: -27759216.000000 Penalty: 6017.237305
	Iteration 89Q: 3 clusters Score -2.775922e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 181711 members 
Entering Unmasked Estep 
Score: -27759248.000000 Penalty: 6017.237305
	Iteration 90Q: 3 clusters Score -2.775925e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 181800 members 
Entering Unmasked Estep 
Score: -27759280.000000 Penalty: 6017.237305
	Iteration 91Q: 3 clusters Score -2.775928e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -27759268.000000 Penalty: 6017.237305
	Iteration 92Q: 3 clusters Score -2.775927e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 181949 members 
Entering Unmasked Estep 
Score: -27759254.000000 Penalty: 6017.237305
	Iteration 93Q: 3 clusters Score -2.775925e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -27759272.000000 Penalty: 6017.237305
	Iteration 94Q: 3 clusters Score -2.775927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 182067 members 
Entering Unmasked Estep 
Score: -27759254.000000 Penalty: 6017.237305
	Iteration 95Q: 3 clusters Score -2.775925e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 182119 members 
Entering Unmasked Estep 
Score: -27759240.000000 Penalty: 6017.237305
	Iteration 96Q: 3 clusters Score -2.775924e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 182171 members 
Entering Unmasked Estep 
Score: -27759290.000000 Penalty: 6017.237305
	Iteration 97Q: 3 clusters Score -2.775929e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 182221 members 
Entering Unmasked Estep 
Score: -27759312.000000 Penalty: 6017.237305
	Iteration 98Q: 3 clusters Score -2.775931e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 182273 members 
Entering Unmasked Estep 
Score: -27759336.000000 Penalty: 6017.237305
	Iteration 99Q: 3 clusters Score -2.775934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 182315 members 
Entering Unmasked Estep 
Score: -27759350.000000 Penalty: 6017.237305
	Iteration 100F: 3 clusters Score -2.775935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 182358 members 
Entering Unmasked Estep 
Score: -27759354.000000 Penalty: 6017.237305
	Iteration 101Q: 3 clusters Score -2.775935e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 182402 members 
Entering Unmasked Estep 
Score: -27759338.000000 Penalty: 6017.237305
	Iteration 102Q: 3 clusters Score -2.775934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 182436 members 
Entering Unmasked Estep 
Score: -27759320.000000 Penalty: 6017.237305
	Iteration 103Q: 3 clusters Score -2.775932e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -27759314.000000 Penalty: 6017.237305
	Iteration 104Q: 3 clusters Score -2.775931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 182509 members 
Entering Unmasked Estep 
Score: -27759330.000000 Penalty: 6017.237305
	Iteration 105Q: 3 clusters Score -2.775933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 182543 members 
Entering Unmasked Estep 
Score: -27759336.000000 Penalty: 6017.237305
	Iteration 106Q: 3 clusters Score -2.775934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 182562 members 
Entering Unmasked Estep 
Score: -27759342.000000 Penalty: 6017.237305
	Iteration 107Q: 3 clusters Score -2.775934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 182577 members 
Entering Unmasked Estep 
Score: -27759338.000000 Penalty: 6017.237305
	Iteration 108Q: 3 clusters Score -2.775934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 182595 members 
Entering Unmasked Estep 
Score: -27759352.000000 Penalty: 6017.237305
	Iteration 109Q: 3 clusters Score -2.775935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 182621 members 
Entering Unmasked Estep 
Score: -27759336.000000 Penalty: 6017.237305
	Iteration 110Q: 3 clusters Score -2.775934e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 182646 members 
Entering Unmasked Estep 
Score: -27759354.000000 Penalty: 6017.237305
	Iteration 111Q: 3 clusters Score -2.775935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 182672 members 
Entering Unmasked Estep 
Score: -27759342.000000 Penalty: 6017.237305
	Iteration 112Q: 3 clusters Score -2.775934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 182704 members 
Entering Unmasked Estep 
Score: -27759382.000000 Penalty: 6017.237305
	Iteration 113Q: 3 clusters Score -2.775938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 182733 members 
Entering Unmasked Estep 
Score: -27759362.000000 Penalty: 6017.237305
	Iteration 114Q: 3 clusters Score -2.775936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 182756 members 
Entering Unmasked Estep 
Score: -27759356.000000 Penalty: 6017.237305
	Iteration 115Q: 3 clusters Score -2.775936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 182781 members 
Entering Unmasked Estep 
Score: -27759394.000000 Penalty: 6017.237305
	Iteration 116Q: 3 clusters Score -2.775939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 182805 members 
Entering Unmasked Estep 
Score: -27759402.000000 Penalty: 6017.237305
	Iteration 117Q: 3 clusters Score -2.77594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 182825 members 
Entering Unmasked Estep 
Score: -27759426.000000 Penalty: 6017.237305
	Iteration 118Q: 3 clusters Score -2.775943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 182850 members 
Entering Unmasked Estep 
Score: -27759422.000000 Penalty: 6017.237305
	Iteration 119Q: 3 clusters Score -2.775942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 182875 members 
Entering Unmasked Estep 
Score: -27759402.000000 Penalty: 6017.237305
	Iteration 120F: 3 clusters Score -2.77594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -27759420.000000 Penalty: 6017.237305
	Iteration 121Q: 3 clusters Score -2.775942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 182920 members 
Entering Unmasked Estep 
Score: -27759390.000000 Penalty: 6017.237305
	Iteration 122Q: 3 clusters Score -2.775939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 182933 members 
Entering Unmasked Estep 
Score: -27759410.000000 Penalty: 6017.237305
	Iteration 123Q: 3 clusters Score -2.775941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 182948 members 
Entering Unmasked Estep 
Score: -27759406.000000 Penalty: 6017.237305
	Iteration 124Q: 3 clusters Score -2.775941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 182961 members 
Entering Unmasked Estep 
Score: -27759412.000000 Penalty: 6017.237305
	Iteration 125Q: 3 clusters Score -2.775941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 182975 members 
Entering Unmasked Estep 
Score: -27759374.000000 Penalty: 6017.237305
	Iteration 126Q: 3 clusters Score -2.775937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 182987 members 
Entering Unmasked Estep 
Score: -27759380.000000 Penalty: 6017.237305
	Iteration 127Q: 3 clusters Score -2.775938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 183002 members 
Entering Unmasked Estep 
Score: -27759374.000000 Penalty: 6017.237305
	Iteration 128Q: 3 clusters Score -2.775937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 183022 members 
Entering Unmasked Estep 
Score: -27759366.000000 Penalty: 6017.237305
	Iteration 129Q: 3 clusters Score -2.775937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 183037 members 
Entering Unmasked Estep 
Score: -27759376.000000 Penalty: 6017.237305
	Iteration 130Q: 3 clusters Score -2.775938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 183051 members 
Entering Unmasked Estep 
Score: -27759374.000000 Penalty: 6017.237305
	Iteration 131Q: 3 clusters Score -2.775937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 183068 members 
Entering Unmasked Estep 
Score: -27759374.000000 Penalty: 6017.237305
	Iteration 132Q: 3 clusters Score -2.775937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 183080 members 
Entering Unmasked Estep 
Score: -27759380.000000 Penalty: 6017.237305
	Iteration 133Q: 3 clusters Score -2.775938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -27759364.000000 Penalty: 6017.237305
	Iteration 134Q: 3 clusters Score -2.775936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -27759352.000000 Penalty: 6017.237305
	Iteration 135Q: 3 clusters Score -2.775935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 183106 members 
Entering Unmasked Estep 
Score: -27759362.000000 Penalty: 6017.237305
	Iteration 136Q: 3 clusters Score -2.775936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 183114 members 
Entering Unmasked Estep 
Score: -27759352.000000 Penalty: 6017.237305
	Iteration 137Q: 3 clusters Score -2.775935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 183122 members 
Entering Unmasked Estep 
Score: -27759372.000000 Penalty: 6017.237305
	Iteration 138Q: 3 clusters Score -2.775937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -27759344.000000 Penalty: 6017.237305
	Iteration 139Q: 3 clusters Score -2.775934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 183151 members 
Entering Unmasked Estep 
Score: -27759338.000000 Penalty: 6017.237305
	Iteration 140F: 3 clusters Score -2.775934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 183159 members 
Entering Unmasked Estep 
Score: -27759350.000000 Penalty: 6017.237305
	Iteration 141Q: 3 clusters Score -2.775935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 183168 members 
Entering Unmasked Estep 
Score: -27759328.000000 Penalty: 6017.237305
	Iteration 142Q: 3 clusters Score -2.775933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 183172 members 
Entering Unmasked Estep 
Score: -27759348.000000 Penalty: 6017.237305
	Iteration 143Q: 3 clusters Score -2.775935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 183174 members 
Entering Unmasked Estep 
Score: -27759344.000000 Penalty: 6017.237305
	Iteration 144Q: 3 clusters Score -2.775934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 183176 members 
Entering Unmasked Estep 
Score: -27759340.000000 Penalty: 6017.237305
	Iteration 145Q: 3 clusters Score -2.775934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 183177 members 
Entering Unmasked Estep 
Score: -27759332.000000 Penalty: 6017.237305
	Iteration 146Q: 3 clusters Score -2.775933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -27759338.000000 Penalty: 6017.237305
	Iteration 147Q: 3 clusters Score -2.775934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -27759338.000000 Penalty: 6017.237305
	Iteration 148F: 3 clusters Score -2.775934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Entering Unmasked Estep 
Score: -5988807.000000 Penalty: 2648.551270
	Iteration 0F: 2 clusters Score -5988807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5959471.000000 Penalty: 5297.102539
	Iteration 0F: 3 clusters Score -5959471 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5970216.000000 Penalty: 5297.102539
	Iteration 1F: 3 clusters Score -5970216 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5970829.000000 Penalty: 5297.102539
	Iteration 2Q: 3 clusters Score -5970829 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5971485.500000 Penalty: 5297.102539
	Iteration 3Q: 3 clusters Score -5971486 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5972321.000000 Penalty: 5297.102539
	Iteration 4Q: 3 clusters Score -5972321 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5973270.000000 Penalty: 5297.102539
	Iteration 5Q: 3 clusters Score -5973270 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5974602.000000 Penalty: 5297.102539
	Iteration 6F: 3 clusters Score -5974602 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -5976201.000000 Penalty: 5297.102539
	Iteration 7F: 3 clusters Score -5976201 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5978146.500000 Penalty: 5297.102539
	Iteration 8F: 3 clusters Score -5978146 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -5979975.000000 Penalty: 5297.102539
	Iteration 9F: 3 clusters Score -5979975 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5981318.500000 Penalty: 5297.102539
	Iteration 10F: 3 clusters Score -5981318 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -5982142.500000 Penalty: 5297.102539
	Iteration 11Q: 3 clusters Score -5982142 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5982524.000000 Penalty: 5297.102539
	Iteration 12Q: 3 clusters Score -5982524 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5982842.000000 Penalty: 5297.102539
	Iteration 13Q: 3 clusters Score -5982842 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5983057.000000 Penalty: 5297.102539
	Iteration 14Q: 3 clusters Score -5983057 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -5983283.000000 Penalty: 5297.102539
	Iteration 15Q: 3 clusters Score -5983283 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -5983505.500000 Penalty: 5297.102539
	Iteration 16Q: 3 clusters Score -5983506 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5983773.500000 Penalty: 5297.102539
	Iteration 17Q: 3 clusters Score -5983774 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -5984089.000000 Penalty: 5297.102539
	Iteration 18Q: 3 clusters Score -5984089 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5984476.000000 Penalty: 5297.102539
	Iteration 19Q: 3 clusters Score -5984476 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5984897.500000 Penalty: 5297.102539
	Iteration 20F: 3 clusters Score -5984898 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -5985282.500000 Penalty: 5297.102539
	Iteration 21Q: 3 clusters Score -5985282 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -5985606.000000 Penalty: 5297.102539
	Iteration 22Q: 3 clusters Score -5985606 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -5985827.500000 Penalty: 5297.102539
	Iteration 23Q: 3 clusters Score -5985828 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -5985975.500000 Penalty: 5297.102539
	Iteration 24Q: 3 clusters Score -5985976 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -5986036.000000 Penalty: 5297.102539
	Iteration 25Q: 3 clusters Score -5986036 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5986090.000000 Penalty: 5297.102539
	Iteration 26Q: 3 clusters Score -5986090 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -5986117.000000 Penalty: 5297.102539
	Iteration 27Q: 3 clusters Score -5986117 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -5986134.500000 Penalty: 5297.102539
	Iteration 28Q: 3 clusters Score -5986134 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -5986142.000000 Penalty: 5297.102539
	Iteration 29Q: 3 clusters Score -5986142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5986145.000000 Penalty: 5297.102539
	Iteration 30Q: 3 clusters Score -5986145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -5986158.000000 Penalty: 5297.102539
	Iteration 31Q: 3 clusters Score -5986158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -5986155.500000 Penalty: 5297.102539
	Iteration 32Q: 3 clusters Score -5986156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -5986169.500000 Penalty: 5297.102539
	Iteration 33Q: 3 clusters Score -5986170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -5986171.500000 Penalty: 5297.102539
	Iteration 34Q: 3 clusters Score -5986172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -5986170.500000 Penalty: 5297.102539
	Iteration 35Q: 3 clusters Score -5986170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5986171.500000 Penalty: 5297.102539
	Iteration 36Q: 3 clusters Score -5986172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5986174.000000 Penalty: 5297.102539
	Iteration 37Q: 3 clusters Score -5986174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -5986190.000000 Penalty: 5297.102539
	Iteration 38Q: 3 clusters Score -5986190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -5986173.000000 Penalty: 5297.102539
	Iteration 39Q: 3 clusters Score -5986173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -5986182.000000 Penalty: 5297.102539
	Iteration 40F: 3 clusters Score -5986182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5986176.000000 Penalty: 5297.102539
	Iteration 41Q: 3 clusters Score -5986176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -5986169.500000 Penalty: 5297.102539
	Iteration 42Q: 3 clusters Score -5986170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -5986172.500000 Penalty: 5297.102539
	Iteration 43Q: 3 clusters Score -5986172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5986172.000000 Penalty: 5297.102539
	Iteration 44Q: 3 clusters Score -5986172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -5986177.000000 Penalty: 5297.102539
	Iteration 45Q: 3 clusters Score -5986177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -5986174.500000 Penalty: 5297.102539
	Iteration 46Q: 3 clusters Score -5986174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -5986173.500000 Penalty: 5297.102539
	Iteration 47Q: 3 clusters Score -5986174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -5986165.500000 Penalty: 5297.102539
	Iteration 48Q: 3 clusters Score -5986166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -5986165.000000 Penalty: 5297.102539
	Iteration 49Q: 3 clusters Score -5986165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -5986162.500000 Penalty: 5297.102539
	Iteration 50Q: 3 clusters Score -5986162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5986158.000000 Penalty: 5297.102539
	Iteration 51Q: 3 clusters Score -5986158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5986160.000000 Penalty: 5297.102539
	Iteration 52Q: 3 clusters Score -5986160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -5986165.000000 Penalty: 5297.102539
	Iteration 53Q: 3 clusters Score -5986165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -5986160.500000 Penalty: 5297.102539
	Iteration 54Q: 3 clusters Score -5986160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -5986160.500000 Penalty: 5297.102539
	Iteration 55F: 3 clusters Score -5986160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26753.140625 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26753.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26925.767578 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26925.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27023.628906 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -27023.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27107.898438 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -27107.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27155.869141 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -27155.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27186.300781 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -27186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -27231.714844 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -27231.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27243.507812 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -27243.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27267.605469 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -27267.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27276.373047 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -27276.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27276.373047 Penalty: 2744.561279
	Iteration 10F: 3 clusters Score -27276.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46952.902344 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -46952.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47146.601562 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47146.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47228.347656 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -47228.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47273.722656 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -47273.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47320.562500 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -47320.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47336.839844 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47336.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47355.757812 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47355.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47376.230469 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47376.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47394.792969 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -47394.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47402.328125 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -47402.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47410.171875 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -47410.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47418.296875 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -47418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47423.160156 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -47423.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47423.160156 Penalty: 2935.771240
	Iteration 13F: 3 clusters Score -47423.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -313621.500000 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -313621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -310842.031250 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -310842 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -311315.187500 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -311315.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -311437.343750 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -311437.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -311492.406250 Penalty: 3810.282715
	Iteration 3Q: 3 clusters Score -311492.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -311523.937500 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -311523.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -311546.218750 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -311546.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -311560.468750 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -311560.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -311573.312500 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -311573.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -311579.937500 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -311579.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -311587.281250 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -311587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -311595.281250 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -311595.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -311600.031250 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -311600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -311607.750000 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -311607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -311611.281250 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -311611.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -311614.250000 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -311614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -311616.156250 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -311616.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -311620.343750 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -311620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -311623.093750 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -311623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -311623.562500 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -311623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -311624.468750 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -311624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -311624.625000 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -311624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -311625.406250 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -311625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -311625.937500 Penalty: 3810.282715
	Iteration 22Q: 3 clusters Score -311625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -311625.937500 Penalty: 3810.282715
	Iteration 23F: 3 clusters Score -311625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -260565.156250 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -260565.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -258087.125000 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -258087.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258550.187500 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -258550.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -258707.203125 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -258707.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -258822.359375 Penalty: 3711.131104
	Iteration 3F: 3 clusters Score -258822.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -258914.718750 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -258914.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258988.343750 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -258988.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -259051.171875 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -259051.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259110.343750 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -259110.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259181.062500 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -259181.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259249.234375 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -259249.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -259289.843750 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -259289.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -259314.953125 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -259315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -259332.593750 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -259332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -259342.687500 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -259342.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259353.359375 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -259353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -259362.531250 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -259362.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -259367.171875 Penalty: 3711.131104
	Iteration 16Q: 3 clusters Score -259367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -259371.203125 Penalty: 3711.131104
	Iteration 17Q: 3 clusters Score -259371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259376.171875 Penalty: 3711.131104
	Iteration 18Q: 3 clusters Score -259376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -259379.250000 Penalty: 3711.131104
	Iteration 19Q: 3 clusters Score -259379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -259380.031250 Penalty: 3711.131104
	Iteration 20F: 3 clusters Score -259380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8748 members 
Mstep: Class 6 contains 11328 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 45860 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 14508 members 
Mstep: Class 13 contains 65918 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46262 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 148285 members 
Mstep: Class 24 contains 6472 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 185633 members 
Mstep: Class 33 contains 43462 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472792.000000 Penalty: 119653.656250
Iteration 119Q: 37 clusters Score -9.547279e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 4796 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8756 members 
Mstep: Class 6 contains 11319 members 
Mstep: Class 7 contains 6488 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 45737 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 14507 members 
Mstep: Class 13 contains 65918 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46257 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 148039 members 
Mstep: Class 24 contains 6471 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 186062 members 
Mstep: Class 33 contains 43462 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472936.000000 Penalty: 119653.656250
Iteration 120F: 37 clusters Score -9.547294e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 4765 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 11322 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 3010 members 
Mstep: Class 9 contains 7554 members 
Mstep: Class 10 contains 45624 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 65920 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46253 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 147828 members 
Mstep: Class 24 contains 6470 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1567 members 
Mstep: Class 32 contains 186424 members 
Mstep: Class 33 contains 43464 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95472992.000000 Penalty: 119653.656250
Iteration 121Q: 37 clusters Score -9.547299e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 4738 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 11319 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 3011 members 
Mstep: Class 9 contains 7530 members 
Mstep: Class 10 contains 45497 members 
Mstep: Class 11 contains 9613 members 
Mstep: Class 12 contains 14501 members 
Mstep: Class 13 contains 65923 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46250 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 147603 members 
Mstep: Class 24 contains 6470 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1567 members 
Mstep: Class 32 contains 186813 members 
Mstep: Class 33 contains 43468 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473088.000000 Penalty: 119653.656250
Iteration 122Q: 37 clusters Score -9.547309e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 6488 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 45348 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 14499 members 
Mstep: Class 13 contains 65920 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46246 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 147412 members 
Mstep: Class 24 contains 6470 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1567 members 
Mstep: Class 32 contains 187192 members 
Mstep: Class 33 contains 43471 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473064.000000 Penalty: 119653.656250
Iteration 123Q: 37 clusters Score -9.547306e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 4669 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8781 members 
Mstep: Class 6 contains 11316 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 3014 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 45165 members 
Mstep: Class 11 contains 9610 members 
Mstep: Class 12 contains 14498 members 
Mstep: Class 13 contains 65927 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46242 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3647 members 
Mstep: Class 23 contains 147275 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 187536 members 
Mstep: Class 33 contains 43472 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473096.000000 Penalty: 119653.656250
Iteration 124Q: 37 clusters Score -9.54731e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8787 members 
Mstep: Class 6 contains 11314 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 3014 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 45013 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 14497 members 
Mstep: Class 13 contains 65927 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46232 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3647 members 
Mstep: Class 23 contains 147160 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 187831 members 
Mstep: Class 33 contains 43473 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473272.000000 Penalty: 119653.656250
Iteration 125Q: 37 clusters Score -9.547327e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8798 members 
Mstep: Class 6 contains 11315 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 44862 members 
Mstep: Class 11 contains 9606 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 65930 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46228 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 147029 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 188162 members 
Mstep: Class 33 contains 43474 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473448.000000 Penalty: 119653.656250
Iteration 126Q: 37 clusters Score -9.547345e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8808 members 
Mstep: Class 6 contains 11316 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 44702 members 
Mstep: Class 11 contains 9606 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 65929 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46225 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 146951 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 188420 members 
Mstep: Class 33 contains 43479 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473496.000000 Penalty: 119653.656250
Iteration 127Q: 37 clusters Score -9.54735e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 11316 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 7533 members 
Mstep: Class 10 contains 44546 members 
Mstep: Class 11 contains 9606 members 
Mstep: Class 12 contains 14490 members 
Mstep: Class 13 contains 65928 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46217 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 146885 members 
Mstep: Class 24 contains 6471 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1570 members 
Mstep: Class 32 contains 188684 members 
Mstep: Class 33 contains 43481 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473296.000000 Penalty: 119653.656250
Iteration 128Q: 37 clusters Score -9.54733e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8820 members 
Mstep: Class 6 contains 11311 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 44393 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 14481 members 
Mstep: Class 13 contains 65935 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46219 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11880 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 146786 members 
Mstep: Class 24 contains 6471 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1570 members 
Mstep: Class 32 contains 188973 members 
Mstep: Class 33 contains 43483 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473496.000000 Penalty: 119653.656250
Iteration 129Q: 37 clusters Score -9.54735e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 11314 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 7526 members 
Mstep: Class 10 contains 44256 members 
Mstep: Class 11 contains 9614 members 
Mstep: Class 12 contains 14478 members 
Mstep: Class 13 contains 65934 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46222 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 146627 members 
Mstep: Class 24 contains 6472 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1570 members 
Mstep: Class 32 contains 189307 members 
Mstep: Class 33 contains 43486 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473496.000000 Penalty: 119653.656250
Iteration 130Q: 37 clusters Score -9.54735e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 15433 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8834 members 
Mstep: Class 6 contains 11311 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 44097 members 
Mstep: Class 11 contains 9615 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 65930 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46226 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 146442 members 
Mstep: Class 24 contains 6474 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 189687 members 
Mstep: Class 33 contains 43490 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95473896.000000 Penalty: 119653.656250
Iteration 131Q: 37 clusters Score -9.54739e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 4320 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8844 members 
Mstep: Class 6 contains 11312 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 43936 members 
Mstep: Class 11 contains 9613 members 
Mstep: Class 12 contains 14471 members 
Mstep: Class 13 contains 65928 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46227 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11881 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 146229 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 190092 members 
Mstep: Class 33 contains 43490 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474064.000000 Penalty: 119653.656250
Iteration 132Q: 37 clusters Score -9.547406e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 43747 members 
Mstep: Class 11 contains 9614 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 65929 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46223 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11881 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 146012 members 
Mstep: Class 24 contains 6477 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 190547 members 
Mstep: Class 33 contains 43489 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474112.000000 Penalty: 119653.656250
Iteration 133Q: 37 clusters Score -9.547411e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8856 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 9619 members 
Mstep: Class 12 contains 14460 members 
Mstep: Class 13 contains 65931 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46220 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 145748 members 
Mstep: Class 24 contains 6480 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 191032 members 
Mstep: Class 33 contains 43493 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474136.000000 Penalty: 119653.656250
Iteration 134Q: 37 clusters Score -9.547414e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8862 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 7527 members 
Mstep: Class 10 contains 43355 members 
Mstep: Class 11 contains 9625 members 
Mstep: Class 12 contains 14456 members 
Mstep: Class 13 contains 65931 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46220 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 145458 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 191559 members 
Mstep: Class 33 contains 43494 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474368.000000 Penalty: 119653.656250
Iteration 135Q: 37 clusters Score -9.547437e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8874 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 6499 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 43165 members 
Mstep: Class 11 contains 9627 members 
Mstep: Class 12 contains 14451 members 
Mstep: Class 13 contains 65932 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46216 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 145197 members 
Mstep: Class 24 contains 6489 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1568 members 
Mstep: Class 32 contains 192044 members 
Mstep: Class 33 contains 43492 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474464.000000 Penalty: 119653.656250
Iteration 136Q: 37 clusters Score -9.547446e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8878 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 42999 members 
Mstep: Class 11 contains 9626 members 
Mstep: Class 12 contains 14451 members 
Mstep: Class 13 contains 65935 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46210 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 144906 members 
Mstep: Class 24 contains 6493 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1569 members 
Mstep: Class 32 contains 192560 members 
Mstep: Class 33 contains 43491 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95474752.000000 Penalty: 119653.656250
Iteration 137Q: 37 clusters Score -9.547475e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15432 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8889 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 7470 members 
Mstep: Class 10 contains 42814 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 14450 members 
Mstep: Class 13 contains 65943 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46199 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 144623 members 
Mstep: Class 24 contains 6493 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1506 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1570 members 
Mstep: Class 32 contains 193080 members 
Mstep: Class 33 contains 43493 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475136.000000 Penalty: 119653.656250
Iteration 138Q: 37 clusters Score -9.547514e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 42641 members 
Mstep: Class 11 contains 9629 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 65956 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46186 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11880 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 144380 members 
Mstep: Class 24 contains 6492 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1507 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 193554 members 
Mstep: Class 33 contains 43496 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475192.000000 Penalty: 119653.656250
Iteration 139Q: 37 clusters Score -9.547519e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 7410 members 
Mstep: Class 10 contains 42473 members 
Mstep: Class 11 contains 9638 members 
Mstep: Class 12 contains 14445 members 
Mstep: Class 13 contains 65961 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46180 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11884 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 144186 members 
Mstep: Class 24 contains 6492 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1508 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 193982 members 
Mstep: Class 33 contains 43491 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475168.000000 Penalty: 119653.656250
Iteration 140F: 37 clusters Score -9.547517e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15424 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8928 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7383 members 
Mstep: Class 10 contains 42324 members 
Mstep: Class 11 contains 9650 members 
Mstep: Class 12 contains 14446 members 
Mstep: Class 13 contains 65963 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46178 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11889 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 144056 members 
Mstep: Class 24 contains 6493 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1508 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 194309 members 
Mstep: Class 33 contains 43488 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475472.000000 Penalty: 119653.656250
Iteration 141Q: 37 clusters Score -9.547547e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8938 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 42161 members 
Mstep: Class 11 contains 9654 members 
Mstep: Class 12 contains 14444 members 
Mstep: Class 13 contains 65971 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46169 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11893 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 143936 members 
Mstep: Class 24 contains 6493 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1508 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 194647 members 
Mstep: Class 33 contains 43485 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475344.000000 Penalty: 119653.656250
Iteration 142Q: 37 clusters Score -9.547534e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8950 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 42025 members 
Mstep: Class 11 contains 9652 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 65973 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46162 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11894 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 143796 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1508 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 194987 members 
Mstep: Class 33 contains 43486 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95475864.000000 Penalty: 119653.656250
Iteration 143Q: 37 clusters Score -9.547586e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 3823 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8962 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 7319 members 
Mstep: Class 10 contains 41911 members 
Mstep: Class 11 contains 9652 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 65975 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46151 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11897 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 143690 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1508 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 195260 members 
Mstep: Class 33 contains 43490 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476040.000000 Penalty: 119653.656250
Iteration 144Q: 37 clusters Score -9.547604e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15413 members 
Mstep: Class 3 contains 3780 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8969 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 7288 members 
Mstep: Class 10 contains 41787 members 
Mstep: Class 11 contains 9655 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 65979 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46146 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11898 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 143597 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 195533 members 
Mstep: Class 33 contains 43492 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476200.000000 Penalty: 119653.656250
Iteration 145Q: 37 clusters Score -9.54762e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8977 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 41628 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 14434 members 
Mstep: Class 13 contains 65980 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46133 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11900 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 143534 members 
Mstep: Class 24 contains 6497 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 195802 members 
Mstep: Class 33 contains 43499 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476128.000000 Penalty: 119653.656250
Iteration 146Q: 37 clusters Score -9.547613e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8980 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 41474 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 14434 members 
Mstep: Class 13 contains 65980 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46131 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11900 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 143526 members 
Mstep: Class 24 contains 6497 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 196030 members 
Mstep: Class 33 contains 43502 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476456.000000 Penalty: 119653.656250
Iteration 147Q: 37 clusters Score -9.547646e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8995 members 
Mstep: Class 6 contains 11286 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 7224 members 
Mstep: Class 10 contains 41334 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 65984 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46125 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11901 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 143580 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 196157 members 
Mstep: Class 33 contains 43505 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476512.000000 Penalty: 119653.656250
Iteration 148Q: 37 clusters Score -9.547651e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8997 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 7193 members 
Mstep: Class 10 contains 41207 members 
Mstep: Class 11 contains 9684 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 65990 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46123 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 143670 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 196258 members 
Mstep: Class 33 contains 43508 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476624.000000 Penalty: 119653.656250
Iteration 149Q: 37 clusters Score -9.547662e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15377 members 
Mstep: Class 3 contains 3582 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8993 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 7152 members 
Mstep: Class 10 contains 41071 members 
Mstep: Class 11 contains 9683 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 65982 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 46123 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 143784 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 196366 members 
Mstep: Class 33 contains 43510 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476784.000000 Penalty: 119653.656250
Iteration 150Q: 37 clusters Score -9.547678e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8993 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 6508 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 40904 members 
Mstep: Class 11 contains 9687 members 
Mstep: Class 12 contains 14434 members 
Mstep: Class 13 contains 65980 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 46120 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 143958 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 196399 members 
Mstep: Class 33 contains 43512 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95476936.000000 Penalty: 119653.656250
Iteration 151Q: 37 clusters Score -9.547694e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 3534 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8997 members 
Mstep: Class 6 contains 11314 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 40751 members 
Mstep: Class 11 contains 9690 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 65982 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 144085 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 196466 members 
Mstep: Class 33 contains 43513 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477184.000000 Penalty: 119653.656250
Iteration 152Q: 37 clusters Score -9.547718e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8996 members 
Mstep: Class 6 contains 11308 members 
Mstep: Class 7 contains 6510 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 40622 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 65979 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144156 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 196589 members 
Mstep: Class 33 contains 43514 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477248.000000 Penalty: 119653.656250
Iteration 153Q: 37 clusters Score -9.547725e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8993 members 
Mstep: Class 6 contains 11315 members 
Mstep: Class 7 contains 6508 members 
Mstep: Class 8 contains 3033 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 40503 members 
Mstep: Class 11 contains 9696 members 
Mstep: Class 12 contains 14428 members 
Mstep: Class 13 contains 65973 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144203 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 196706 members 
Mstep: Class 33 contains 43516 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477392.000000 Penalty: 119653.656250
Iteration 154Q: 37 clusters Score -9.547739e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 6 contains 11313 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 3034 members 
Mstep: Class 9 contains 7013 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 9700 members 
Mstep: Class 12 contains 14428 members 
Mstep: Class 13 contains 65970 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 46117 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144258 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 196820 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477416.000000 Penalty: 119653.656250
Iteration 155Q: 37 clusters Score -9.547742e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8998 members 
Mstep: Class 6 contains 11309 members 
Mstep: Class 7 contains 6506 members 
Mstep: Class 8 contains 3034 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 40249 members 
Mstep: Class 11 contains 9698 members 
Mstep: Class 12 contains 14426 members 
Mstep: Class 13 contains 65964 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11904 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144352 members 
Mstep: Class 24 contains 6497 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 196921 members 
Mstep: Class 33 contains 43520 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477584.000000 Penalty: 119653.656250
Iteration 156Q: 37 clusters Score -9.547758e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 9006 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 6514 members 
Mstep: Class 8 contains 3033 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 40113 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 14422 members 
Mstep: Class 13 contains 65962 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46104 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144478 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 196987 members 
Mstep: Class 33 contains 43521 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95477952.000000 Penalty: 119653.656250
Iteration 157Q: 37 clusters Score -9.547795e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 9003 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 40006 members 
Mstep: Class 11 contains 9690 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 65954 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144545 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 197107 members 
Mstep: Class 33 contains 43522 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478032.000000 Penalty: 119653.656250
Iteration 158Q: 37 clusters Score -9.547803e+07 nChanged 1697
Entering ConstructFrom: 
Score: -95478032.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -623823.062500 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -623823.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -619632.250000 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -619632.2 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -620613.687500 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -620613.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -620886.187500 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -620886.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -621088.750000 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -621088.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -621245.375000 Penalty: 4164.380859
	Iteration 4F: 3 clusters Score -621245.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -621373.250000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -621373.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -621479.937500 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -621479.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -621560.500000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -621560.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -621631.812500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -621631.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -621718.562500 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -621718.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -621812.125000 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -621812.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -621897.062500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -621897.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -621973.937500 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -621973.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -622055.312500 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -622055.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -622116.875000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -622116.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -622168.875000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -622168.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -622206.000000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -622206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -622243.125000 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -622243.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -622284.562500 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -622284.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -622324.312500 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -622324.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -622356.062500 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -622356.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -622384.375000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -622384.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -622418.375000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -622418.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -622437.000000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -622437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -622451.937500 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -622451.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -622472.625000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -622472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -622485.625000 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -622485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -622496.500000 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -622496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -622499.500000 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -622499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -622502.125000 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -622502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -622503.937500 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -622503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -622506.250000 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -622506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -622506.750000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -622506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -622506.750000 Penalty: 4164.380859
	Iteration 33F: 3 clusters Score -622506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Entering Unmasked Estep 
Score: -2249205.000000 Penalty: 2390.779053
	Iteration 0F: 2 clusters Score -2249205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2238170.750000 Penalty: 4781.558105
	Iteration 0F: 3 clusters Score -2238171 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2241596.500000 Penalty: 4781.558105
	Iteration 1F: 3 clusters Score -2241596 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2242086.750000 Penalty: 4781.558105
	Iteration 2F: 3 clusters Score -2242087 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2242635.750000 Penalty: 4781.558105
	Iteration 3F: 3 clusters Score -2242636 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2243201.000000 Penalty: 4781.558105
	Iteration 4F: 3 clusters Score -2243201 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2243762.000000 Penalty: 4781.558105
	Iteration 5F: 3 clusters Score -2243762 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2244262.000000 Penalty: 4781.558105
	Iteration 6F: 3 clusters Score -2244262 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2244747.750000 Penalty: 4781.558105
	Iteration 7F: 3 clusters Score -2244748 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2245117.750000 Penalty: 4781.558105
	Iteration 8Q: 3 clusters Score -2245118 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2245386.500000 Penalty: 4781.558105
	Iteration 9Q: 3 clusters Score -2245386 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2245608.250000 Penalty: 4781.558105
	Iteration 10Q: 3 clusters Score -2245608 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2245745.000000 Penalty: 4781.558105
	Iteration 11Q: 3 clusters Score -2245745 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2245829.500000 Penalty: 4781.558105
	Iteration 12Q: 3 clusters Score -2245830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2245905.500000 Penalty: 4781.558105
	Iteration 13Q: 3 clusters Score -2245906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2245962.750000 Penalty: 4781.558105
	Iteration 14Q: 3 clusters Score -2245963 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2246011.000000 Penalty: 4781.558105
	Iteration 15Q: 3 clusters Score -2246011 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2246045.000000 Penalty: 4781.558105
	Iteration 16Q: 3 clusters Score -2246045 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2246083.500000 Penalty: 4781.558105
	Iteration 17Q: 3 clusters Score -2246084 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2246111.500000 Penalty: 4781.558105
	Iteration 18Q: 3 clusters Score -2246112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2246136.500000 Penalty: 4781.558105
	Iteration 19Q: 3 clusters Score -2246136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2246151.250000 Penalty: 4781.558105
	Iteration 20F: 3 clusters Score -2246151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2246177.250000 Penalty: 4781.558105
	Iteration 21Q: 3 clusters Score -2246177 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2246195.750000 Penalty: 4781.558105
	Iteration 22Q: 3 clusters Score -2246196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2246215.500000 Penalty: 4781.558105
	Iteration 23Q: 3 clusters Score -2246216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2246240.000000 Penalty: 4781.558105
	Iteration 24Q: 3 clusters Score -2246240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2246243.750000 Penalty: 4781.558105
	Iteration 25Q: 3 clusters Score -2246244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2246259.500000 Penalty: 4781.558105
	Iteration 26Q: 3 clusters Score -2246260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2246260.750000 Penalty: 4781.558105
	Iteration 27Q: 3 clusters Score -2246261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2246265.500000 Penalty: 4781.558105
	Iteration 28Q: 3 clusters Score -2246266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2246282.250000 Penalty: 4781.558105
	Iteration 29Q: 3 clusters Score -2246282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2246295.250000 Penalty: 4781.558105
	Iteration 30Q: 3 clusters Score -2246295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2246301.500000 Penalty: 4781.558105
	Iteration 31Q: 3 clusters Score -2246302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2246305.500000 Penalty: 4781.558105
	Iteration 32Q: 3 clusters Score -2246306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2246316.000000 Penalty: 4781.558105
	Iteration 33Q: 3 clusters Score -2246316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2246318.000000 Penalty: 4781.558105
	Iteration 34Q: 3 clusters Score -2246318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2246330.500000 Penalty: 4781.558105
	Iteration 35Q: 3 clusters Score -2246330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2246324.750000 Penalty: 4781.558105
	Iteration 36Q: 3 clusters Score -2246325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2246333.000000 Penalty: 4781.558105
	Iteration 37Q: 3 clusters Score -2246333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2246336.250000 Penalty: 4781.558105
	Iteration 38Q: 3 clusters Score -2246336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2246336.750000 Penalty: 4781.558105
	Iteration 39Q: 3 clusters Score -2246337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2246349.000000 Penalty: 4781.558105
	Iteration 40F: 3 clusters Score -2246349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2246347.500000 Penalty: 4781.558105
	Iteration 41Q: 3 clusters Score -2246348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2246352.750000 Penalty: 4781.558105
	Iteration 42Q: 3 clusters Score -2246353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2246353.500000 Penalty: 4781.558105
	Iteration 43Q: 3 clusters Score -2246354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2246356.500000 Penalty: 4781.558105
	Iteration 44Q: 3 clusters Score -2246356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2246358.750000 Penalty: 4781.558105
	Iteration 45Q: 3 clusters Score -2246359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2246364.750000 Penalty: 4781.558105
	Iteration 46Q: 3 clusters Score -2246365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2246364.250000 Penalty: 4781.558105
	Iteration 47Q: 3 clusters Score -2246364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2246367.750000 Penalty: 4781.558105
	Iteration 48Q: 3 clusters Score -2246368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2246368.250000 Penalty: 4781.558105
	Iteration 49Q: 3 clusters Score -2246368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2246374.250000 Penalty: 4781.558105
	Iteration 50Q: 3 clusters Score -2246374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2246377.000000 Penalty: 4781.558105
	Iteration 51Q: 3 clusters Score -2246377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2246378.000000 Penalty: 4781.558105
	Iteration 52Q: 3 clusters Score -2246378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2246378.250000 Penalty: 4781.558105
	Iteration 53Q: 3 clusters Score -2246378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2246378.250000 Penalty: 4781.558105
	Iteration 54Q: 3 clusters Score -2246378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2246378.000000 Penalty: 4781.558105
	Iteration 55Q: 3 clusters Score -2246378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2246383.750000 Penalty: 4781.558105
	Iteration 56Q: 3 clusters Score -2246384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2246390.000000 Penalty: 4781.558105
	Iteration 57Q: 3 clusters Score -2246390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2246393.750000 Penalty: 4781.558105
	Iteration 58Q: 3 clusters Score -2246394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2246401.000000 Penalty: 4781.558105
	Iteration 59Q: 3 clusters Score -2246401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2246402.000000 Penalty: 4781.558105
	Iteration 60F: 3 clusters Score -2246402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2246405.250000 Penalty: 4781.558105
	Iteration 61Q: 3 clusters Score -2246405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2246408.500000 Penalty: 4781.558105
	Iteration 62Q: 3 clusters Score -2246408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2246406.500000 Penalty: 4781.558105
	Iteration 63Q: 3 clusters Score -2246406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2246409.000000 Penalty: 4781.558105
	Iteration 64Q: 3 clusters Score -2246409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2246409.000000 Penalty: 4781.558105
	Iteration 65Q: 3 clusters Score -2246409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2246411.750000 Penalty: 4781.558105
	Iteration 66Q: 3 clusters Score -2246412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2246420.750000 Penalty: 4781.558105
	Iteration 67Q: 3 clusters Score -2246421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2246423.500000 Penalty: 4781.558105
	Iteration 68Q: 3 clusters Score -2246424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2246428.000000 Penalty: 4781.558105
	Iteration 69Q: 3 clusters Score -2246428 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7939 members 
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Entering Unmasked Estep 
Score: -2246441.750000 Penalty: 4781.558105
	Iteration 70Q: 3 clusters Score -2246442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2246448.000000 Penalty: 4781.558105
	Iteration 71Q: 3 clusters Score -2246448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2246456.750000 Penalty: 4781.558105
	Iteration 72Q: 3 clusters Score -2246457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2246467.750000 Penalty: 4781.558105
	Iteration 73Q: 3 clusters Score -2246468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2246476.750000 Penalty: 4781.558105
	Iteration 74Q: 3 clusters Score -2246477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2246483.500000 Penalty: 4781.558105
	Iteration 75Q: 3 clusters Score -2246484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2246498.250000 Penalty: 4781.558105
	Iteration 76Q: 3 clusters Score -2246498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2246511.000000 Penalty: 4781.558105
	Iteration 77Q: 3 clusters Score -2246511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2246529.000000 Penalty: 4781.558105
	Iteration 78Q: 3 clusters Score -2246529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2246548.500000 Penalty: 4781.558105
	Iteration 79Q: 3 clusters Score -2246548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2246556.750000 Penalty: 4781.558105
	Iteration 80F: 3 clusters Score -2246557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2246580.000000 Penalty: 4781.558105
	Iteration 81Q: 3 clusters Score -2246580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2246594.250000 Penalty: 4781.558105
	Iteration 82Q: 3 clusters Score -2246594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2246621.000000 Penalty: 4781.558105
	Iteration 83Q: 3 clusters Score -2246621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2246641.500000 Penalty: 4781.558105
	Iteration 84Q: 3 clusters Score -2246642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2246663.250000 Penalty: 4781.558105
	Iteration 85Q: 3 clusters Score -2246663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2246689.750000 Penalty: 4781.558105
	Iteration 86Q: 3 clusters Score -2246690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2246700.750000 Penalty: 4781.558105
	Iteration 87Q: 3 clusters Score -2246701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2246712.750000 Penalty: 4781.558105
	Iteration 88Q: 3 clusters Score -2246713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2246722.500000 Penalty: 4781.558105
	Iteration 89Q: 3 clusters Score -2246722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2246738.000000 Penalty: 4781.558105
	Iteration 90Q: 3 clusters Score -2246738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2246747.750000 Penalty: 4781.558105
	Iteration 91Q: 3 clusters Score -2246748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2246756.000000 Penalty: 4781.558105
	Iteration 92Q: 3 clusters Score -2246756 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2246768.750000 Penalty: 4781.558105
	Iteration 93Q: 3 clusters Score -2246769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2246778.750000 Penalty: 4781.558105
	Iteration 94Q: 3 clusters Score -2246779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2246789.250000 Penalty: 4781.558105
	Iteration 95Q: 3 clusters Score -2246789 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2246798.250000 Penalty: 4781.558105
	Iteration 96Q: 3 clusters Score -2246798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2246797.750000 Penalty: 4781.558105
	Iteration 97Q: 3 clusters Score -2246798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2246804.500000 Penalty: 4781.558105
	Iteration 98Q: 3 clusters Score -2246804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2246809.750000 Penalty: 4781.558105
	Iteration 99Q: 3 clusters Score -2246810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2246810.750000 Penalty: 4781.558105
	Iteration 100F: 3 clusters Score -2246811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2246814.500000 Penalty: 4781.558105
	Iteration 101Q: 3 clusters Score -2246814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2246815.500000 Penalty: 4781.558105
	Iteration 102Q: 3 clusters Score -2246816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2246823.500000 Penalty: 4781.558105
	Iteration 103Q: 3 clusters Score -2246824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2246828.250000 Penalty: 4781.558105
	Iteration 104Q: 3 clusters Score -2246828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2246830.000000 Penalty: 4781.558105
	Iteration 105Q: 3 clusters Score -2246830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2246835.500000 Penalty: 4781.558105
	Iteration 106Q: 3 clusters Score -2246836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2246838.250000 Penalty: 4781.558105
	Iteration 107Q: 3 clusters Score -2246838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2246838.750000 Penalty: 4781.558105
	Iteration 108Q: 3 clusters Score -2246839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2246837.250000 Penalty: 4781.558105
	Iteration 109Q: 3 clusters Score -2246837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2246842.000000 Penalty: 4781.558105
	Iteration 110Q: 3 clusters Score -2246842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2246839.250000 Penalty: 4781.558105
	Iteration 111Q: 3 clusters Score -2246839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2246842.000000 Penalty: 4781.558105
	Iteration 112Q: 3 clusters Score -2246842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2246839.000000 Penalty: 4781.558105
	Iteration 113Q: 3 clusters Score -2246839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2246843.000000 Penalty: 4781.558105
	Iteration 114Q: 3 clusters Score -2246843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2246843.500000 Penalty: 4781.558105
	Iteration 115Q: 3 clusters Score -2246844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2246845.750000 Penalty: 4781.558105
	Iteration 116Q: 3 clusters Score -2246846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2246846.000000 Penalty: 4781.558105
	Iteration 117Q: 3 clusters Score -2246846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2246849.500000 Penalty: 4781.558105
	Iteration 118Q: 3 clusters Score -2246850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2246850.000000 Penalty: 4781.558105
	Iteration 119Q: 3 clusters Score -2246850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2246850.250000 Penalty: 4781.558105
	Iteration 120F: 3 clusters Score -2246850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2246848.000000 Penalty: 4781.558105
	Iteration 121Q: 3 clusters Score -2246848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2246853.250000 Penalty: 4781.558105
	Iteration 122Q: 3 clusters Score -2246853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2246849.500000 Penalty: 4781.558105
	Iteration 123Q: 3 clusters Score -2246850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2246854.000000 Penalty: 4781.558105
	Iteration 124Q: 3 clusters Score -2246854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2246854.750000 Penalty: 4781.558105
	Iteration 125Q: 3 clusters Score -2246855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2246855.000000 Penalty: 4781.558105
	Iteration 126Q: 3 clusters Score -2246855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2246857.000000 Penalty: 4781.558105
	Iteration 127Q: 3 clusters Score -2246857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2246857.000000 Penalty: 4781.558105
	Iteration 128F: 3 clusters Score -2246857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -493139.718750 Penalty: 2017.783936
	Iteration 0F: 2 clusters Score -493139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -489595.906250 Penalty: 4035.567871
	Iteration 0F: 3 clusters Score -489595.9 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -490325.750000 Penalty: 4035.567871
	Iteration 1F: 3 clusters Score -490325.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -490486.218750 Penalty: 4035.567871
	Iteration 2F: 3 clusters Score -490486.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -490574.781250 Penalty: 4035.567871
	Iteration 3Q: 3 clusters Score -490574.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -490642.843750 Penalty: 4035.567871
	Iteration 4Q: 3 clusters Score -490642.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -490730.187500 Penalty: 4035.567871
	Iteration 5Q: 3 clusters Score -490730.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -490827.812500 Penalty: 4035.567871
	Iteration 6Q: 3 clusters Score -490827.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -490900.062500 Penalty: 4035.567871
	Iteration 7Q: 3 clusters Score -490900.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -490963.656250 Penalty: 4035.567871
	Iteration 8Q: 3 clusters Score -490963.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -491013.500000 Penalty: 4035.567871
	Iteration 9Q: 3 clusters Score -491013.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -491047.062500 Penalty: 4035.567871
	Iteration 10Q: 3 clusters Score -491047.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -491081.937500 Penalty: 4035.567871
	Iteration 11Q: 3 clusters Score -491081.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -491120.125000 Penalty: 4035.567871
	Iteration 12Q: 3 clusters Score -491120.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -491157.218750 Penalty: 4035.567871
	Iteration 13Q: 3 clusters Score -491157.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -491191.843750 Penalty: 4035.567871
	Iteration 14Q: 3 clusters Score -491191.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -491216.500000 Penalty: 4035.567871
	Iteration 15Q: 3 clusters Score -491216.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -491242.531250 Penalty: 4035.567871
	Iteration 16Q: 3 clusters Score -491242.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -491261.781250 Penalty: 4035.567871
	Iteration 17Q: 3 clusters Score -491261.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -491280.312500 Penalty: 4035.567871
	Iteration 18Q: 3 clusters Score -491280.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -491302.656250 Penalty: 4035.567871
	Iteration 19Q: 3 clusters Score -491302.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -491330.000000 Penalty: 4035.567871
	Iteration 20F: 3 clusters Score -491330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -491358.593750 Penalty: 4035.567871
	Iteration 21Q: 3 clusters Score -491358.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -491383.625000 Penalty: 4035.567871
	Iteration 22Q: 3 clusters Score -491383.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -491415.937500 Penalty: 4035.567871
	Iteration 23Q: 3 clusters Score -491415.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -491442.812500 Penalty: 4035.567871
	Iteration 24Q: 3 clusters Score -491442.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -491465.593750 Penalty: 4035.567871
	Iteration 25Q: 3 clusters Score -491465.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -491485.500000 Penalty: 4035.567871
	Iteration 26Q: 3 clusters Score -491485.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -491507.031250 Penalty: 4035.567871
	Iteration 27Q: 3 clusters Score -491507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -491522.468750 Penalty: 4035.567871
	Iteration 28Q: 3 clusters Score -491522.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -491536.343750 Penalty: 4035.567871
	Iteration 29Q: 3 clusters Score -491536.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -491552.343750 Penalty: 4035.567871
	Iteration 30Q: 3 clusters Score -491552.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -491567.000000 Penalty: 4035.567871
	Iteration 31Q: 3 clusters Score -491567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -491579.875000 Penalty: 4035.567871
	Iteration 32Q: 3 clusters Score -491579.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -491589.625000 Penalty: 4035.567871
	Iteration 33Q: 3 clusters Score -491589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -491594.281250 Penalty: 4035.567871
	Iteration 34Q: 3 clusters Score -491594.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -491598.187500 Penalty: 4035.567871
	Iteration 35Q: 3 clusters Score -491598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -491602.031250 Penalty: 4035.567871
	Iteration 36Q: 3 clusters Score -491602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -491604.125000 Penalty: 4035.567871
	Iteration 37Q: 3 clusters Score -491604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -491604.687500 Penalty: 4035.567871
	Iteration 38Q: 3 clusters Score -491604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -491604.812500 Penalty: 4035.567871
	Iteration 39Q: 3 clusters Score -491604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -491605.843750 Penalty: 4035.567871
	Iteration 40F: 3 clusters Score -491605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -491608.031250 Penalty: 4035.567871
	Iteration 41Q: 3 clusters Score -491608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -491610.031250 Penalty: 4035.567871
	Iteration 42Q: 3 clusters Score -491610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -491610.406250 Penalty: 4035.567871
	Iteration 43Q: 3 clusters Score -491610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -491610.406250 Penalty: 4035.567871
	Iteration 44F: 3 clusters Score -491610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100355.078125 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100355.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100777.179688 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100777.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101020.257812 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -101020.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101228.765625 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -101228.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101358.226562 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -101358.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101544.078125 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -101544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101580.312500 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -101580.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101599.093750 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -101599.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101615.507812 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -101615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101624.187500 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -101624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -101639.031250 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -101639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101668.765625 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -101668.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101748.085938 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -101748.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101803.781250 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -101803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101817.921875 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -101817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101820.734375 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -101820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101820.734375 Penalty: 3324.172363
	Iteration 16F: 3 clusters Score -101820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Entering Unmasked Estep 
Score: -1332756.375000 Penalty: 2258.090088
	Iteration 0F: 2 clusters Score -1332756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1325711.375000 Penalty: 4516.180176
	Iteration 0F: 3 clusters Score -1325711 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1327699.750000 Penalty: 4516.180176
	Iteration 1F: 3 clusters Score -1327700 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1327968.375000 Penalty: 4516.180176
	Iteration 2F: 3 clusters Score -1327968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1328176.500000 Penalty: 4516.180176
	Iteration 3Q: 3 clusters Score -1328176 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1328369.375000 Penalty: 4516.180176
	Iteration 4Q: 3 clusters Score -1328369 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1328556.625000 Penalty: 4516.180176
	Iteration 5Q: 3 clusters Score -1328557 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1328785.750000 Penalty: 4516.180176
	Iteration 6Q: 3 clusters Score -1328786 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1329076.250000 Penalty: 4516.180176
	Iteration 7Q: 3 clusters Score -1329076 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1329435.750000 Penalty: 4516.180176
	Iteration 8Q: 3 clusters Score -1329436 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1329791.000000 Penalty: 4516.180176
	Iteration 9Q: 3 clusters Score -1329791 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1330137.000000 Penalty: 4516.180176
	Iteration 10Q: 3 clusters Score -1330137 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1330440.375000 Penalty: 4516.180176
	Iteration 11Q: 3 clusters Score -1330440 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1330710.750000 Penalty: 4516.180176
	Iteration 12Q: 3 clusters Score -1330711 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1330891.750000 Penalty: 4516.180176
	Iteration 13Q: 3 clusters Score -1330892 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1331030.625000 Penalty: 4516.180176
	Iteration 14Q: 3 clusters Score -1331031 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1331136.625000 Penalty: 4516.180176
	Iteration 15Q: 3 clusters Score -1331137 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1331203.875000 Penalty: 4516.180176
	Iteration 16Q: 3 clusters Score -1331204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1331246.875000 Penalty: 4516.180176
	Iteration 17Q: 3 clusters Score -1331247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1331289.000000 Penalty: 4516.180176
	Iteration 18Q: 3 clusters Score -1331289 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1331318.250000 Penalty: 4516.180176
	Iteration 19Q: 3 clusters Score -1331318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1331338.375000 Penalty: 4516.180176
	Iteration 20F: 3 clusters Score -1331338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1331355.625000 Penalty: 4516.180176
	Iteration 21Q: 3 clusters Score -1331356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1331374.000000 Penalty: 4516.180176
	Iteration 22Q: 3 clusters Score -1331374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1331396.500000 Penalty: 4516.180176
	Iteration 23Q: 3 clusters Score -1331396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1331414.000000 Penalty: 4516.180176
	Iteration 24Q: 3 clusters Score -1331414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1331426.625000 Penalty: 4516.180176
	Iteration 25Q: 3 clusters Score -1331427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1331431.875000 Penalty: 4516.180176
	Iteration 26Q: 3 clusters Score -1331432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1331438.125000 Penalty: 4516.180176
	Iteration 27Q: 3 clusters Score -1331438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1331444.250000 Penalty: 4516.180176
	Iteration 28Q: 3 clusters Score -1331444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1331447.875000 Penalty: 4516.180176
	Iteration 29Q: 3 clusters Score -1331448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1331452.000000 Penalty: 4516.180176
	Iteration 30Q: 3 clusters Score -1331452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1331456.875000 Penalty: 4516.180176
	Iteration 31Q: 3 clusters Score -1331457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1331460.000000 Penalty: 4516.180176
	Iteration 32Q: 3 clusters Score -1331460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1331461.625000 Penalty: 4516.180176
	Iteration 33Q: 3 clusters Score -1331462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1331465.250000 Penalty: 4516.180176
	Iteration 34Q: 3 clusters Score -1331465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1331463.875000 Penalty: 4516.180176
	Iteration 35Q: 3 clusters Score -1331464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1331465.625000 Penalty: 4516.180176
	Iteration 36Q: 3 clusters Score -1331466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1331468.625000 Penalty: 4516.180176
	Iteration 37Q: 3 clusters Score -1331469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1331468.625000 Penalty: 4516.180176
	Iteration 38F: 3 clusters Score -1331469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Entering Unmasked Estep 
Score: -1625026.375000 Penalty: 2314.386475
	Iteration 0F: 2 clusters Score -1625026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1616542.625000 Penalty: 4628.772949
	Iteration 0F: 3 clusters Score -1616543 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1619325.000000 Penalty: 4628.772949
	Iteration 1F: 3 clusters Score -1619325 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1619772.000000 Penalty: 4628.772949
	Iteration 2F: 3 clusters Score -1619772 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1620129.875000 Penalty: 4628.772949
	Iteration 3F: 3 clusters Score -1620130 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1620438.250000 Penalty: 4628.772949
	Iteration 4Q: 3 clusters Score -1620438 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1620728.625000 Penalty: 4628.772949
	Iteration 5Q: 3 clusters Score -1620729 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1621008.500000 Penalty: 4628.772949
	Iteration 6Q: 3 clusters Score -1621008 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1621280.375000 Penalty: 4628.772949
	Iteration 7Q: 3 clusters Score -1621280 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1621562.750000 Penalty: 4628.772949
	Iteration 8Q: 3 clusters Score -1621563 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1621864.875000 Penalty: 4628.772949
	Iteration 9Q: 3 clusters Score -1621865 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1622098.500000 Penalty: 4628.772949
	Iteration 10Q: 3 clusters Score -1622098 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1622307.375000 Penalty: 4628.772949
	Iteration 11Q: 3 clusters Score -1622307 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1622477.250000 Penalty: 4628.772949
	Iteration 12Q: 3 clusters Score -1622477 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1622602.500000 Penalty: 4628.772949
	Iteration 13Q: 3 clusters Score -1622602 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1622698.375000 Penalty: 4628.772949
	Iteration 14Q: 3 clusters Score -1622698 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1622776.500000 Penalty: 4628.772949
	Iteration 15Q: 3 clusters Score -1622776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1622832.875000 Penalty: 4628.772949
	Iteration 16Q: 3 clusters Score -1622833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1622875.250000 Penalty: 4628.772949
	Iteration 17Q: 3 clusters Score -1622875 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1622902.750000 Penalty: 4628.772949
	Iteration 18Q: 3 clusters Score -1622903 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1622932.750000 Penalty: 4628.772949
	Iteration 19Q: 3 clusters Score -1622933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1622957.625000 Penalty: 4628.772949
	Iteration 20F: 3 clusters Score -1622958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1622975.500000 Penalty: 4628.772949
	Iteration 21Q: 3 clusters Score -1622976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1622992.625000 Penalty: 4628.772949
	Iteration 22Q: 3 clusters Score -1622993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1623002.625000 Penalty: 4628.772949
	Iteration 23Q: 3 clusters Score -1623003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1623022.750000 Penalty: 4628.772949
	Iteration 24Q: 3 clusters Score -1623023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1623026.750000 Penalty: 4628.772949
	Iteration 25Q: 3 clusters Score -1623027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1623029.625000 Penalty: 4628.772949
	Iteration 26Q: 3 clusters Score -1623030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1623028.000000 Penalty: 4628.772949
	Iteration 27Q: 3 clusters Score -1623028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1623030.875000 Penalty: 4628.772949
	Iteration 28Q: 3 clusters Score -1623031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1623035.000000 Penalty: 4628.772949
	Iteration 29Q: 3 clusters Score -1623035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1623036.625000 Penalty: 4628.772949
	Iteration 30Q: 3 clusters Score -1623037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1623042.750000 Penalty: 4628.772949
	Iteration 31Q: 3 clusters Score -1623043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1623042.875000 Penalty: 4628.772949
	Iteration 32Q: 3 clusters Score -1623043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1623047.375000 Penalty: 4628.772949
	Iteration 33Q: 3 clusters Score -1623047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1623051.375000 Penalty: 4628.772949
	Iteration 34Q: 3 clusters Score -1623051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1623044.000000 Penalty: 4628.772949
	Iteration 35Q: 3 clusters Score -1623044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1623046.250000 Penalty: 4628.772949
	Iteration 36Q: 3 clusters Score -1623046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1623047.875000 Penalty: 4628.772949
	Iteration 37Q: 3 clusters Score -1623048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1623050.250000 Penalty: 4628.772949
	Iteration 38Q: 3 clusters Score -1623050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1623048.625000 Penalty: 4628.772949
	Iteration 39Q: 3 clusters Score -1623049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1623051.000000 Penalty: 4628.772949
	Iteration 40F: 3 clusters Score -1623051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1623051.625000 Penalty: 4628.772949
	Iteration 41Q: 3 clusters Score -1623052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1623049.875000 Penalty: 4628.772949
	Iteration 42Q: 3 clusters Score -1623050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1623054.500000 Penalty: 4628.772949
	Iteration 43Q: 3 clusters Score -1623054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1623057.000000 Penalty: 4628.772949
	Iteration 44Q: 3 clusters Score -1623057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1623057.375000 Penalty: 4628.772949
	Iteration 45Q: 3 clusters Score -1623057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1623062.000000 Penalty: 4628.772949
	Iteration 46Q: 3 clusters Score -1623062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1623062.250000 Penalty: 4628.772949
	Iteration 47Q: 3 clusters Score -1623062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1623062.750000 Penalty: 4628.772949
	Iteration 48Q: 3 clusters Score -1623063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1623064.375000 Penalty: 4628.772949
	Iteration 49Q: 3 clusters Score -1623064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1623064.250000 Penalty: 4628.772949
	Iteration 50Q: 3 clusters Score -1623064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1623064.875000 Penalty: 4628.772949
	Iteration 51Q: 3 clusters Score -1623065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1623063.750000 Penalty: 4628.772949
	Iteration 52Q: 3 clusters Score -1623064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1623063.375000 Penalty: 4628.772949
	Iteration 53Q: 3 clusters Score -1623063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1623062.375000 Penalty: 4628.772949
	Iteration 54Q: 3 clusters Score -1623062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1623062.625000 Penalty: 4628.772949
	Iteration 55Q: 3 clusters Score -1623063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1623063.375000 Penalty: 4628.772949
	Iteration 56Q: 3 clusters Score -1623063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1623061.250000 Penalty: 4628.772949
	Iteration 57Q: 3 clusters Score -1623061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1623068.000000 Penalty: 4628.772949
	Iteration 58Q: 3 clusters Score -1623068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1623068.500000 Penalty: 4628.772949
	Iteration 59Q: 3 clusters Score -1623068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1623067.500000 Penalty: 4628.772949
	Iteration 60F: 3 clusters Score -1623068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1623067.625000 Penalty: 4628.772949
	Iteration 61Q: 3 clusters Score -1623068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1623067.625000 Penalty: 4628.772949
	Iteration 62F: 3 clusters Score -1623068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -901940.125000 Penalty: 2177.787598
	Iteration 0F: 2 clusters Score -901940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -896568.750000 Penalty: 4355.575195
	Iteration 0F: 3 clusters Score -896568.8 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -898383.625000 Penalty: 4355.575195
	Iteration 1F: 3 clusters Score -898383.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -898966.500000 Penalty: 4355.575195
	Iteration 2F: 3 clusters Score -898966.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -899466.625000 Penalty: 4355.575195
	Iteration 3F: 3 clusters Score -899466.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -899871.062500 Penalty: 4355.575195
	Iteration 4F: 3 clusters Score -899871.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -900126.750000 Penalty: 4355.575195
	Iteration 5F: 3 clusters Score -900126.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -900302.750000 Penalty: 4355.575195
	Iteration 6Q: 3 clusters Score -900302.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -900404.125000 Penalty: 4355.575195
	Iteration 7Q: 3 clusters Score -900404.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -900474.437500 Penalty: 4355.575195
	Iteration 8Q: 3 clusters Score -900474.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -900513.500000 Penalty: 4355.575195
	Iteration 9Q: 3 clusters Score -900513.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -900535.000000 Penalty: 4355.575195
	Iteration 10Q: 3 clusters Score -900535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -900552.500000 Penalty: 4355.575195
	Iteration 11Q: 3 clusters Score -900552.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -900559.687500 Penalty: 4355.575195
	Iteration 12Q: 3 clusters Score -900559.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -900568.187500 Penalty: 4355.575195
	Iteration 13Q: 3 clusters Score -900568.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -900570.500000 Penalty: 4355.575195
	Iteration 14Q: 3 clusters Score -900570.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -900573.375000 Penalty: 4355.575195
	Iteration 15Q: 3 clusters Score -900573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -900574.875000 Penalty: 4355.575195
	Iteration 16Q: 3 clusters Score -900574.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -900578.500000 Penalty: 4355.575195
	Iteration 17Q: 3 clusters Score -900578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -900581.750000 Penalty: 4355.575195
	Iteration 18Q: 3 clusters Score -900581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -900582.000000 Penalty: 4355.575195
	Iteration 19Q: 3 clusters Score -900582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -900584.562500 Penalty: 4355.575195
	Iteration 20F: 3 clusters Score -900584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -900585.000000 Penalty: 4355.575195
	Iteration 21Q: 3 clusters Score -900585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -900585.437500 Penalty: 4355.575195
	Iteration 22Q: 3 clusters Score -900585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -900586.937500 Penalty: 4355.575195
	Iteration 23Q: 3 clusters Score -900586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -900590.562500 Penalty: 4355.575195
	Iteration 24Q: 3 clusters Score -900590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -900590.437500 Penalty: 4355.575195
	Iteration 25Q: 3 clusters Score -900590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -900592.375000 Penalty: 4355.575195
	Iteration 26Q: 3 clusters Score -900592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -900591.875000 Penalty: 4355.575195
	Iteration 27Q: 3 clusters Score -900591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -900593.062500 Penalty: 4355.575195
	Iteration 28Q: 3 clusters Score -900593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -900593.312500 Penalty: 4355.575195
	Iteration 29Q: 3 clusters Score -900593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -900595.187500 Penalty: 4355.575195
	Iteration 30Q: 3 clusters Score -900595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -900594.750000 Penalty: 4355.575195
	Iteration 31Q: 3 clusters Score -900594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -900594.750000 Penalty: 4355.575195
	Iteration 32F: 3 clusters Score -900594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -440022.937500 Penalty: 1989.108643
	Iteration 0F: 2 clusters Score -440022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -436656.093750 Penalty: 3978.217285
	Iteration 0F: 3 clusters Score -436656.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -437342.343750 Penalty: 3978.217285
	Iteration 1F: 3 clusters Score -437342.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -437547.750000 Penalty: 3978.217285
	Iteration 2F: 3 clusters Score -437547.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -437663.218750 Penalty: 3978.217285
	Iteration 3Q: 3 clusters Score -437663.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -437762.687500 Penalty: 3978.217285
	Iteration 4Q: 3 clusters Score -437762.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -437821.781250 Penalty: 3978.217285
	Iteration 5Q: 3 clusters Score -437821.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -437877.468750 Penalty: 3978.217285
	Iteration 6Q: 3 clusters Score -437877.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -437925.812500 Penalty: 3978.217285
	Iteration 7Q: 3 clusters Score -437925.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -437958.531250 Penalty: 3978.217285
	Iteration 8Q: 3 clusters Score -437958.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -438016.000000 Penalty: 3978.217285
	Iteration 9Q: 3 clusters Score -438016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -438059.343750 Penalty: 3978.217285
	Iteration 10Q: 3 clusters Score -438059.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -438082.531250 Penalty: 3978.217285
	Iteration 11Q: 3 clusters Score -438082.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -438101.281250 Penalty: 3978.217285
	Iteration 12Q: 3 clusters Score -438101.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -438115.281250 Penalty: 3978.217285
	Iteration 13Q: 3 clusters Score -438115.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -438132.000000 Penalty: 3978.217285
	Iteration 14Q: 3 clusters Score -438132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -438151.968750 Penalty: 3978.217285
	Iteration 15Q: 3 clusters Score -438152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -438169.281250 Penalty: 3978.217285
	Iteration 16Q: 3 clusters Score -438169.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -438183.343750 Penalty: 3978.217285
	Iteration 17Q: 3 clusters Score -438183.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -438197.500000 Penalty: 3978.217285
	Iteration 18Q: 3 clusters Score -438197.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -438205.406250 Penalty: 3978.217285
	Iteration 19Q: 3 clusters Score -438205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -438207.531250 Penalty: 3978.217285
	Iteration 20F: 3 clusters Score -438207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -438209.656250 Penalty: 3978.217285
	Iteration 21Q: 3 clusters Score -438209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -438210.437500 Penalty: 3978.217285
	Iteration 22Q: 3 clusters Score -438210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -438211.281250 Penalty: 3978.217285
	Iteration 23Q: 3 clusters Score -438211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -438213.218750 Penalty: 3978.217285
	Iteration 24Q: 3 clusters Score -438213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -438215.625000 Penalty: 3978.217285
	Iteration 25Q: 3 clusters Score -438215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -438217.406250 Penalty: 3978.217285
	Iteration 26Q: 3 clusters Score -438217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -438219.031250 Penalty: 3978.217285
	Iteration 27Q: 3 clusters Score -438219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -438220.468750 Penalty: 3978.217285
	Iteration 28Q: 3 clusters Score -438220.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -438222.218750 Penalty: 3978.217285
	Iteration 29Q: 3 clusters Score -438222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -438222.187500 Penalty: 3978.217285
	Iteration 30Q: 3 clusters Score -438222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -438223.781250 Penalty: 3978.217285
	Iteration 31Q: 3 clusters Score -438223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -438224.500000 Penalty: 3978.217285
	Iteration 32Q: 3 clusters Score -438224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -438226.250000 Penalty: 3978.217285
	Iteration 33Q: 3 clusters Score -438226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -438227.812500 Penalty: 3978.217285
	Iteration 34Q: 3 clusters Score -438227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -438229.156250 Penalty: 3978.217285
	Iteration 35Q: 3 clusters Score -438229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -438231.468750 Penalty: 3978.217285
	Iteration 36Q: 3 clusters Score -438231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -438232.968750 Penalty: 3978.217285
	Iteration 37Q: 3 clusters Score -438233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -438238.218750 Penalty: 3978.217285
	Iteration 38Q: 3 clusters Score -438238.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -438245.031250 Penalty: 3978.217285
	Iteration 39Q: 3 clusters Score -438245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -438249.406250 Penalty: 3978.217285
	Iteration 40F: 3 clusters Score -438249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -438252.343750 Penalty: 3978.217285
	Iteration 41Q: 3 clusters Score -438252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -438255.218750 Penalty: 3978.217285
	Iteration 42Q: 3 clusters Score -438255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -438262.968750 Penalty: 3978.217285
	Iteration 43Q: 3 clusters Score -438263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -438269.437500 Penalty: 3978.217285
	Iteration 44Q: 3 clusters Score -438269.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438276.218750 Penalty: 3978.217285
	Iteration 45Q: 3 clusters Score -438276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -438280.312500 Penalty: 3978.217285
	Iteration 46Q: 3 clusters Score -438280.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -438284.031250 Penalty: 3978.217285
	Iteration 47Q: 3 clusters Score -438284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -438287.281250 Penalty: 3978.217285
	Iteration 48Q: 3 clusters Score -438287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -438291.781250 Penalty: 3978.217285
	Iteration 49Q: 3 clusters Score -438291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -438295.593750 Penalty: 3978.217285
	Iteration 50Q: 3 clusters Score -438295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -438297.593750 Penalty: 3978.217285
	Iteration 51Q: 3 clusters Score -438297.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -438301.000000 Penalty: 3978.217285
	Iteration 52Q: 3 clusters Score -438301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -438304.718750 Penalty: 3978.217285
	Iteration 53Q: 3 clusters Score -438304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -438306.343750 Penalty: 3978.217285
	Iteration 54Q: 3 clusters Score -438306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -438308.375000 Penalty: 3978.217285
	Iteration 55Q: 3 clusters Score -438308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -438310.687500 Penalty: 3978.217285
	Iteration 56Q: 3 clusters Score -438310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -438314.125000 Penalty: 3978.217285
	Iteration 57Q: 3 clusters Score -438314.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -438319.593750 Penalty: 3978.217285
	Iteration 58Q: 3 clusters Score -438319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -438321.812500 Penalty: 3978.217285
	Iteration 59Q: 3 clusters Score -438321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -438324.656250 Penalty: 3978.217285
	Iteration 60F: 3 clusters Score -438324.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -438329.000000 Penalty: 3978.217285
	Iteration 61Q: 3 clusters Score -438329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -438333.406250 Penalty: 3978.217285
	Iteration 62Q: 3 clusters Score -438333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -438339.562500 Penalty: 3978.217285
	Iteration 63Q: 3 clusters Score -438339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -438344.187500 Penalty: 3978.217285
	Iteration 64Q: 3 clusters Score -438344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -438351.718750 Penalty: 3978.217285
	Iteration 65Q: 3 clusters Score -438351.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -438358.250000 Penalty: 3978.217285
	Iteration 66Q: 3 clusters Score -438358.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -438363.875000 Penalty: 3978.217285
	Iteration 67Q: 3 clusters Score -438363.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -438368.875000 Penalty: 3978.217285
	Iteration 68Q: 3 clusters Score -438368.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -438373.125000 Penalty: 3978.217285
	Iteration 69Q: 3 clusters Score -438373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -438375.218750 Penalty: 3978.217285
	Iteration 70Q: 3 clusters Score -438375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -438377.968750 Penalty: 3978.217285
	Iteration 71Q: 3 clusters Score -438378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -438380.812500 Penalty: 3978.217285
	Iteration 72Q: 3 clusters Score -438380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -438383.812500 Penalty: 3978.217285
	Iteration 73Q: 3 clusters Score -438383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -438385.281250 Penalty: 3978.217285
	Iteration 74Q: 3 clusters Score -438385.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -438387.406250 Penalty: 3978.217285
	Iteration 75Q: 3 clusters Score -438387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -438388.781250 Penalty: 3978.217285
	Iteration 76Q: 3 clusters Score -438388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -438390.218750 Penalty: 3978.217285
	Iteration 77Q: 3 clusters Score -438390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -438390.218750 Penalty: 3978.217285
	Iteration 78F: 3 clusters Score -438390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -1031514.187500 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -1031514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1025762.312500 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -1025762 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1027230.750000 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -1027231 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1027458.437500 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -1027458 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1027592.500000 Penalty: 4380.746094
	Iteration 3Q: 3 clusters Score -1027592 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1027676.312500 Penalty: 4380.746094
	Iteration 4Q: 3 clusters Score -1027676 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1027742.437500 Penalty: 4380.746094
	Iteration 5Q: 3 clusters Score -1027742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1027791.500000 Penalty: 4380.746094
	Iteration 6Q: 3 clusters Score -1027792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1027838.250000 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -1027838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1027872.000000 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -1027872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1027901.375000 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -1027901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1027924.625000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -1027925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1027948.875000 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -1027949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1027969.875000 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -1027970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1027989.437500 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -1027989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1028007.750000 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -1028008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1028025.062500 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -1028025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1028042.062500 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -1028042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1028057.875000 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -1028058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1028076.562500 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -1028077 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1028100.312500 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -1028100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1028119.812500 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -1028120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1028144.375000 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -1028144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1028169.250000 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -1028169 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1028199.125000 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -1028199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1028244.937500 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -1028245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1028289.062500 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -1028289 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1028350.375000 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -1028350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1028427.812500 Penalty: 4380.746094
	Iteration 27Q: 3 clusters Score -1028428 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1028539.000000 Penalty: 4380.746094
	Iteration 28Q: 3 clusters Score -1028539 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1028645.625000 Penalty: 4380.746094
	Iteration 29Q: 3 clusters Score -1028646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1028770.687500 Penalty: 4380.746094
	Iteration 30Q: 3 clusters Score -1028771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1028896.500000 Penalty: 4380.746094
	Iteration 31Q: 3 clusters Score -1028896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1029020.875000 Penalty: 4380.746094
	Iteration 32Q: 3 clusters Score -1029021 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1029148.312500 Penalty: 4380.746094
	Iteration 33Q: 3 clusters Score -1029148 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1029243.562500 Penalty: 4380.746094
	Iteration 34Q: 3 clusters Score -1029244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1029318.062500 Penalty: 4380.746094
	Iteration 35Q: 3 clusters Score -1029318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1029370.250000 Penalty: 4380.746094
	Iteration 36Q: 3 clusters Score -1029370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1029413.687500 Penalty: 4380.746094
	Iteration 37Q: 3 clusters Score -1029414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1029449.500000 Penalty: 4380.746094
	Iteration 38Q: 3 clusters Score -1029450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1029482.625000 Penalty: 4380.746094
	Iteration 39Q: 3 clusters Score -1029483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1029511.625000 Penalty: 4380.746094
	Iteration 40F: 3 clusters Score -1029512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1029528.937500 Penalty: 4380.746094
	Iteration 41Q: 3 clusters Score -1029529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1029539.062500 Penalty: 4380.746094
	Iteration 42Q: 3 clusters Score -1029539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1029552.187500 Penalty: 4380.746094
	Iteration 43Q: 3 clusters Score -1029552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1029559.062500 Penalty: 4380.746094
	Iteration 44Q: 3 clusters Score -1029559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1029568.250000 Penalty: 4380.746094
	Iteration 45Q: 3 clusters Score -1029568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1029571.437500 Penalty: 4380.746094
	Iteration 46Q: 3 clusters Score -1029571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1029576.625000 Penalty: 4380.746094
	Iteration 47Q: 3 clusters Score -1029577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1029583.187500 Penalty: 4380.746094
	Iteration 48Q: 3 clusters Score -1029583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1029590.750000 Penalty: 4380.746094
	Iteration 49Q: 3 clusters Score -1029591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1029607.687500 Penalty: 4380.746094
	Iteration 50Q: 3 clusters Score -1029608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1029621.062500 Penalty: 4380.746094
	Iteration 51Q: 3 clusters Score -1029621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1029636.562500 Penalty: 4380.746094
	Iteration 52Q: 3 clusters Score -1029637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1029643.750000 Penalty: 4380.746094
	Iteration 53Q: 3 clusters Score -1029644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1029645.812500 Penalty: 4380.746094
	Iteration 54Q: 3 clusters Score -1029646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1029645.937500 Penalty: 4380.746094
	Iteration 55Q: 3 clusters Score -1029646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1029646.125000 Penalty: 4380.746094
	Iteration 56Q: 3 clusters Score -1029646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1029646.125000 Penalty: 4380.746094
	Iteration 57F: 3 clusters Score -1029646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Entering Unmasked Estep 
Score: -5873372.500000 Penalty: 2627.126953
	Iteration 0F: 2 clusters Score -5873372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5846423.500000 Penalty: 5254.253906
	Iteration 0F: 3 clusters Score -5846424 nChanged 18228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -5856369.000000 Penalty: 5254.253906
	Iteration 1F: 3 clusters Score -5856369 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5856783.000000 Penalty: 5254.253906
	Iteration 2Q: 3 clusters Score -5856783 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5857191.000000 Penalty: 5254.253906
	Iteration 3Q: 3 clusters Score -5857191 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5857712.000000 Penalty: 5254.253906
	Iteration 4Q: 3 clusters Score -5857712 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -5858517.000000 Penalty: 5254.253906
	Iteration 5Q: 3 clusters Score -5858517 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5859886.500000 Penalty: 5254.253906
	Iteration 6F: 3 clusters Score -5859886 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -5861962.500000 Penalty: 5254.253906
	Iteration 7F: 3 clusters Score -5861962 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5864884.000000 Penalty: 5254.253906
	Iteration 8F: 3 clusters Score -5864884 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -5867771.500000 Penalty: 5254.253906
	Iteration 9F: 3 clusters Score -5867772 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5869656.500000 Penalty: 5254.253906
	Iteration 10Q: 3 clusters Score -5869656 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -5870519.500000 Penalty: 5254.253906
	Iteration 11Q: 3 clusters Score -5870520 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5870816.500000 Penalty: 5254.253906
	Iteration 12Q: 3 clusters Score -5870816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5870933.500000 Penalty: 5254.253906
	Iteration 13Q: 3 clusters Score -5870934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -5870988.000000 Penalty: 5254.253906
	Iteration 14Q: 3 clusters Score -5870988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -5871012.500000 Penalty: 5254.253906
	Iteration 15Q: 3 clusters Score -5871012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5871029.500000 Penalty: 5254.253906
	Iteration 16Q: 3 clusters Score -5871030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5871045.500000 Penalty: 5254.253906
	Iteration 17Q: 3 clusters Score -5871046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5871053.500000 Penalty: 5254.253906
	Iteration 18Q: 3 clusters Score -5871054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5871052.500000 Penalty: 5254.253906
	Iteration 19Q: 3 clusters Score -5871052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5871060.000000 Penalty: 5254.253906
	Iteration 20F: 3 clusters Score -5871060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5871058.500000 Penalty: 5254.253906
	Iteration 21Q: 3 clusters Score -5871058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5871071.000000 Penalty: 5254.253906
	Iteration 22Q: 3 clusters Score -5871071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5871084.000000 Penalty: 5254.253906
	Iteration 23Q: 3 clusters Score -5871084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5871089.000000 Penalty: 5254.253906
	Iteration 24Q: 3 clusters Score -5871089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5871094.500000 Penalty: 5254.253906
	Iteration 25Q: 3 clusters Score -5871094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -5871090.000000 Penalty: 5254.253906
	Iteration 26Q: 3 clusters Score -5871090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -5871090.000000 Penalty: 5254.253906
	Iteration 27F: 3 clusters Score -5871090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Entering Unmasked Estep 
Score: -1404345.750000 Penalty: 2276.406006
	Iteration 0F: 2 clusters Score -1404346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1396821.500000 Penalty: 4552.812012
	Iteration 0F: 3 clusters Score -1396822 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1398987.500000 Penalty: 4552.812012
	Iteration 1F: 3 clusters Score -1398988 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1399344.875000 Penalty: 4552.812012
	Iteration 2F: 3 clusters Score -1399345 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1399632.500000 Penalty: 4552.812012
	Iteration 3F: 3 clusters Score -1399632 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1399858.625000 Penalty: 4552.812012
	Iteration 4Q: 3 clusters Score -1399859 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1400066.250000 Penalty: 4552.812012
	Iteration 5Q: 3 clusters Score -1400066 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1400275.250000 Penalty: 4552.812012
	Iteration 6Q: 3 clusters Score -1400275 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1400516.875000 Penalty: 4552.812012
	Iteration 7Q: 3 clusters Score -1400517 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1400784.750000 Penalty: 4552.812012
	Iteration 8Q: 3 clusters Score -1400785 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1401050.375000 Penalty: 4552.812012
	Iteration 9Q: 3 clusters Score -1401050 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1401306.875000 Penalty: 4552.812012
	Iteration 10Q: 3 clusters Score -1401307 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1401531.375000 Penalty: 4552.812012
	Iteration 11Q: 3 clusters Score -1401531 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1401720.250000 Penalty: 4552.812012
	Iteration 12Q: 3 clusters Score -1401720 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1401843.625000 Penalty: 4552.812012
	Iteration 13Q: 3 clusters Score -1401844 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1401937.125000 Penalty: 4552.812012
	Iteration 14Q: 3 clusters Score -1401937 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1401999.625000 Penalty: 4552.812012
	Iteration 15Q: 3 clusters Score -1402000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1402034.875000 Penalty: 4552.812012
	Iteration 16Q: 3 clusters Score -1402035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1402056.500000 Penalty: 4552.812012
	Iteration 17Q: 3 clusters Score -1402056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1402077.375000 Penalty: 4552.812012
	Iteration 18Q: 3 clusters Score -1402077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1402089.500000 Penalty: 4552.812012
	Iteration 19Q: 3 clusters Score -1402090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1402095.000000 Penalty: 4552.812012
	Iteration 20F: 3 clusters Score -1402095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1402110.500000 Penalty: 4552.812012
	Iteration 21Q: 3 clusters Score -1402110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1402114.125000 Penalty: 4552.812012
	Iteration 22Q: 3 clusters Score -1402114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1402120.000000 Penalty: 4552.812012
	Iteration 23Q: 3 clusters Score -1402120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1402125.875000 Penalty: 4552.812012
	Iteration 24Q: 3 clusters Score -1402126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1402135.500000 Penalty: 4552.812012
	Iteration 25Q: 3 clusters Score -1402136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1402134.250000 Penalty: 4552.812012
	Iteration 26Q: 3 clusters Score -1402134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1402136.250000 Penalty: 4552.812012
	Iteration 27Q: 3 clusters Score -1402136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1402147.000000 Penalty: 4552.812012
	Iteration 28Q: 3 clusters Score -1402147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1402148.750000 Penalty: 4552.812012
	Iteration 29Q: 3 clusters Score -1402149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1402156.625000 Penalty: 4552.812012
	Iteration 30Q: 3 clusters Score -1402157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1402160.125000 Penalty: 4552.812012
	Iteration 31Q: 3 clusters Score -1402160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1402159.250000 Penalty: 4552.812012
	Iteration 32Q: 3 clusters Score -1402159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1402159.125000 Penalty: 4552.812012
	Iteration 33Q: 3 clusters Score -1402159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1402161.125000 Penalty: 4552.812012
	Iteration 34Q: 3 clusters Score -1402161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1402161.500000 Penalty: 4552.812012
	Iteration 35Q: 3 clusters Score -1402162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1402161.250000 Penalty: 4552.812012
	Iteration 36Q: 3 clusters Score -1402161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1402164.000000 Penalty: 4552.812012
	Iteration 37Q: 3 clusters Score -1402164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1402165.625000 Penalty: 4552.812012
	Iteration 38Q: 3 clusters Score -1402166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1402163.875000 Penalty: 4552.812012
	Iteration 39Q: 3 clusters Score -1402164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1402164.625000 Penalty: 4552.812012
	Iteration 40F: 3 clusters Score -1402165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1402162.250000 Penalty: 4552.812012
	Iteration 41Q: 3 clusters Score -1402162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1402166.250000 Penalty: 4552.812012
	Iteration 42Q: 3 clusters Score -1402166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1402166.250000 Penalty: 4552.812012
	Iteration 43Q: 3 clusters Score -1402166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1402165.125000 Penalty: 4552.812012
	Iteration 44Q: 3 clusters Score -1402165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1402165.125000 Penalty: 4552.812012
	Iteration 45F: 3 clusters Score -1402165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Entering Unmasked Estep 
Score: -2116406.500000 Penalty: 2374.802490
	Iteration 0F: 2 clusters Score -2116406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2105849.250000 Penalty: 4749.604980
	Iteration 0F: 3 clusters Score -2105849 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2109224.750000 Penalty: 4749.604980
	Iteration 1F: 3 clusters Score -2109225 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2109619.000000 Penalty: 4749.604980
	Iteration 2F: 3 clusters Score -2109619 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2109933.000000 Penalty: 4749.604980
	Iteration 3F: 3 clusters Score -2109933 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2110193.750000 Penalty: 4749.604980
	Iteration 4Q: 3 clusters Score -2110194 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2110427.250000 Penalty: 4749.604980
	Iteration 5Q: 3 clusters Score -2110427 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2110662.000000 Penalty: 4749.604980
	Iteration 6Q: 3 clusters Score -2110662 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2110883.000000 Penalty: 4749.604980
	Iteration 7Q: 3 clusters Score -2110883 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2111083.250000 Penalty: 4749.604980
	Iteration 8Q: 3 clusters Score -2111083 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2111265.750000 Penalty: 4749.604980
	Iteration 9Q: 3 clusters Score -2111266 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2111443.250000 Penalty: 4749.604980
	Iteration 10Q: 3 clusters Score -2111443 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2111634.750000 Penalty: 4749.604980
	Iteration 11Q: 3 clusters Score -2111635 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2111807.500000 Penalty: 4749.604980
	Iteration 12Q: 3 clusters Score -2111808 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2111949.000000 Penalty: 4749.604980
	Iteration 13Q: 3 clusters Score -2111949 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2112085 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2112216.500000 Penalty: 4749.604980
	Iteration 15Q: 3 clusters Score -2112216 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2112304.250000 Penalty: 4749.604980
	Iteration 16Q: 3 clusters Score -2112304 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2112401.500000 Penalty: 4749.604980
	Iteration 17Q: 3 clusters Score -2112402 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2112467 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2112526.750000 Penalty: 4749.604980
	Iteration 19Q: 3 clusters Score -2112527 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2112590.000000 Penalty: 4749.604980
	Iteration 20F: 3 clusters Score -2112590 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2112646.250000 Penalty: 4749.604980
	Iteration 21Q: 3 clusters Score -2112646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2112693 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2112743 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2112796.750000 Penalty: 4749.604980
	Iteration 24Q: 3 clusters Score -2112797 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2112843.250000 Penalty: 4749.604980
	Iteration 25Q: 3 clusters Score -2112843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2112884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2112932.750000 Penalty: 4749.604980
	Iteration 27Q: 3 clusters Score -2112933 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2112975.750000 Penalty: 4749.604980
	Iteration 28Q: 3 clusters Score -2112976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2113025.250000 Penalty: 4749.604980
	Iteration 29Q: 3 clusters Score -2113025 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2113076.500000 Penalty: 4749.604980
	Iteration 30Q: 3 clusters Score -2113076 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2113119.250000 Penalty: 4749.604980
	Iteration 31Q: 3 clusters Score -2113119 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2113153.250000 Penalty: 4749.604980
	Iteration 32Q: 3 clusters Score -2113153 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2113196.500000 Penalty: 4749.604980
	Iteration 33Q: 3 clusters Score -2113196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2113234.500000 Penalty: 4749.604980
	Iteration 34Q: 3 clusters Score -2113234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2113264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2113290 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2113310.500000 Penalty: 4749.604980
	Iteration 37Q: 3 clusters Score -2113310 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2113337 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2113364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2113401.500000 Penalty: 4749.604980
	Iteration 40F: 3 clusters Score -2113402 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2113435 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2113479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2113516.750000 Penalty: 4749.604980
	Iteration 43Q: 3 clusters Score -2113517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2113548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2113576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2113604.000000 Penalty: 4749.604980
	Iteration 46Q: 3 clusters Score -2113604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2113629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2113651.250000 Penalty: 4749.604980
	Iteration 48Q: 3 clusters Score -2113651 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2113672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2113698 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2113730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2113753.500000 Penalty: 4749.604980
	Iteration 52Q: 3 clusters Score -2113754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2113781.000000 Penalty: 4749.604980
	Iteration 53Q: 3 clusters Score -2113781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2113809.000000 Penalty: 4749.604980
	Iteration 54Q: 3 clusters Score -2113809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2113837.000000 Penalty: 4749.604980
	Iteration 55Q: 3 clusters Score -2113837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2113857.750000 Penalty: 4749.604980
	Iteration 56Q: 3 clusters Score -2113858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2113875 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2113890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2113907.250000 Penalty: 4749.604980
	Iteration 59Q: 3 clusters Score -2113907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2113919.000000 Penalty: 4749.604980
	Iteration 60F: 3 clusters Score -2113919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2113926.250000 Penalty: 4749.604980
	Iteration 61Q: 3 clusters Score -2113926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2113936.250000 Penalty: 4749.604980
	Iteration 62Q: 3 clusters Score -2113936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2113944.000000 Penalty: 4749.604980
	Iteration 63Q: 3 clusters Score -2113944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2113939.750000 Penalty: 4749.604980
	Iteration 64Q: 3 clusters Score -2113940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2113954.250000 Penalty: 4749.604980
	Iteration 65Q: 3 clusters Score -2113954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2113959.500000 Penalty: 4749.604980
	Iteration 66Q: 3 clusters Score -2113960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2113967.250000 Penalty: 4749.604980
	Iteration 67Q: 3 clusters Score -2113967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2113976.250000 Penalty: 4749.604980
	Iteration 68Q: 3 clusters Score -2113976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2113981.000000 Penalty: 4749.604980
	Iteration 69Q: 3 clusters Score -2113981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2113991.500000 Penalty: 4749.604980
	Iteration 70Q: 3 clusters Score -2113992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2113992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2113999.750000 Penalty: 4749.604980
	Iteration 72Q: 3 clusters Score -2114000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2114005.750000 Penalty: 4749.604980
	Iteration 73Q: 3 clusters Score -2114006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2114012.750000 Penalty: 4749.604980
	Iteration 74Q: 3 clusters Score -2114013 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2114017.500000 Penalty: 4749.604980
	Iteration 75Q: 3 clusters Score -2114018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2114021.250000 Penalty: 4749.604980
	Iteration 76Q: 3 clusters Score -2114021 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2114028.250000 Penalty: 4749.604980
	Iteration 77Q: 3 clusters Score -2114028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2114031.750000 Penalty: 4749.604980
	Iteration 78Q: 3 clusters Score -2114032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2114036.750000 Penalty: 4749.604980
	Iteration 79Q: 3 clusters Score -2114037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2114048.250000 Penalty: 4749.604980
	Iteration 80F: 3 clusters Score -2114048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2114051.000000 Penalty: 4749.604980
	Iteration 81Q: 3 clusters Score -2114051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2114058.250000 Penalty: 4749.604980
	Iteration 82Q: 3 clusters Score -2114058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2114062.750000 Penalty: 4749.604980
	Iteration 83Q: 3 clusters Score -2114063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2114073.500000 Penalty: 4749.604980
	Iteration 84Q: 3 clusters Score -2114074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2114075.000000 Penalty: 4749.604980
	Iteration 85Q: 3 clusters Score -2114075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2114086.250000 Penalty: 4749.604980
	Iteration 86Q: 3 clusters Score -2114086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2114093.000000 Penalty: 4749.604980
	Iteration 87Q: 3 clusters Score -2114093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2114097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2114100.750000 Penalty: 4749.604980
	Iteration 89Q: 3 clusters Score -2114101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2114109.750000 Penalty: 4749.604980
	Iteration 90Q: 3 clusters Score -2114110 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2114114.000000 Penalty: 4749.604980
	Iteration 91Q: 3 clusters Score -2114114 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2114121.500000 Penalty: 4749.604980
	Iteration 92Q: 3 clusters Score -2114122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2114124.000000 Penalty: 4749.604980
	Iteration 93Q: 3 clusters Score -2114124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2114133.250000 Penalty: 4749.604980
	Iteration 94Q: 3 clusters Score -2114133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2114134.500000 Penalty: 4749.604980
	Iteration 95Q: 3 clusters Score -2114134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2114138.500000 Penalty: 4749.604980
	Iteration 96Q: 3 clusters Score -2114138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2114147.250000 Penalty: 4749.604980
	Iteration 97Q: 3 clusters Score -2114147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2114150.000000 Penalty: 4749.604980
	Iteration 98Q: 3 clusters Score -2114150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2114152.750000 Penalty: 4749.604980
	Iteration 99Q: 3 clusters Score -2114153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2114153.750000 Penalty: 4749.604980
	Iteration 100F: 3 clusters Score -2114154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2114159.000000 Penalty: 4749.604980
	Iteration 101Q: 3 clusters Score -2114159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2114167.000000 Penalty: 4749.604980
	Iteration 102Q: 3 clusters Score -2114167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2114170.000000 Penalty: 4749.604980
	Iteration 103Q: 3 clusters Score -2114170 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2114175.250000 Penalty: 4749.604980
	Iteration 104Q: 3 clusters Score -2114175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2114175.000000 Penalty: 4749.604980
	Iteration 105Q: 3 clusters Score -2114175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2114181.500000 Penalty: 4749.604980
	Iteration 106Q: 3 clusters Score -2114182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2114181.500000 Penalty: 4749.604980
	Iteration 107Q: 3 clusters Score -2114182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2114176.750000 Penalty: 4749.604980
	Iteration 108Q: 3 clusters Score -2114177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2114177.500000 Penalty: 4749.604980
	Iteration 109Q: 3 clusters Score -2114178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2114179.500000 Penalty: 4749.604980
	Iteration 110Q: 3 clusters Score -2114180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2114183.500000 Penalty: 4749.604980
	Iteration 111Q: 3 clusters Score -2114184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2114189.250000 Penalty: 4749.604980
	Iteration 112Q: 3 clusters Score -2114189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2114191.000000 Penalty: 4749.604980
	Iteration 113Q: 3 clusters Score -2114191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2114192.000000 Penalty: 4749.604980
	Iteration 114Q: 3 clusters Score -2114192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2114193.000000 Penalty: 4749.604980
	Iteration 115Q: 3 clusters Score -2114193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2114197.000000 Penalty: 4749.604980
	Iteration 116Q: 3 clusters Score -2114197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2114199.750000 Penalty: 4749.604980
	Iteration 117Q: 3 clusters Score -2114200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2114197.250000 Penalty: 4749.604980
	Iteration 118Q: 3 clusters Score -2114197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2114199.500000 Penalty: 4749.604980
	Iteration 119Q: 3 clusters Score -2114200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2114200.000000 Penalty: 4749.604980
	Iteration 120F: 3 clusters Score -2114200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2114206.250000 Penalty: 4749.604980
	Iteration 121Q: 3 clusters Score -2114206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2114205.750000 Penalty: 4749.604980
	Iteration 122Q: 3 clusters Score -2114206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2114206.750000 Penalty: 4749.604980
	Iteration 123Q: 3 clusters Score -2114207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2114205.000000 Penalty: 4749.604980
	Iteration 124Q: 3 clusters Score -2114205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2114207.750000 Penalty: 4749.604980
	Iteration 125Q: 3 clusters Score -2114208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2114211.500000 Penalty: 4749.604980
	Iteration 126Q: 3 clusters Score -2114212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2114210.000000 Penalty: 4749.604980
	Iteration 127Q: 3 clusters Score -2114210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2114211.500000 Penalty: 4749.604980
	Iteration 128Q: 3 clusters Score -2114212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2114213.750000 Penalty: 4749.604980
	Iteration 129Q: 3 clusters Score -2114214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2114215.250000 Penalty: 4749.604980
	Iteration 130Q: 3 clusters Score -2114215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2114214.500000 Penalty: 4749.604980
	Iteration 131Q: 3 clusters Score -2114214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2114215.500000 Penalty: 4749.604980
	Iteration 132Q: 3 clusters Score -2114216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2114215.500000 Penalty: 4749.604980
	Iteration 133F: 3 clusters Score -2114216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Entering Unmasked Estep 
Score: -9735051.000000 Penalty: 2751.992432
	Iteration 0F: 2 clusters Score -9735051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -9690765.000000 Penalty: 5503.984863
	Iteration 0F: 3 clusters Score -9690765 nChanged 30842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -9707959.000000 Penalty: 5503.984863
	Iteration 1F: 3 clusters Score -9707959 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -9708641.000000 Penalty: 5503.984863
	Iteration 2Q: 3 clusters Score -9708641 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -9709531.000000 Penalty: 5503.984863
	Iteration 3Q: 3 clusters Score -9709531 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -9710782.000000 Penalty: 5503.984863
	Iteration 4Q: 3 clusters Score -9710782 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -9712828.000000 Penalty: 5503.984863
	Iteration 5F: 3 clusters Score -9712828 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -9715853.000000 Penalty: 5503.984863
	Iteration 6F: 3 clusters Score -9715853 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -9719530.000000 Penalty: 5503.984863
	Iteration 7F: 3 clusters Score -9719530 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -9723413.000000 Penalty: 5503.984863
	Iteration 8F: 3 clusters Score -9723413 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -9726841.000000 Penalty: 5503.984863
	Iteration 9F: 3 clusters Score -9726841 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -9729402.000000 Penalty: 5503.984863
	Iteration 10Q: 3 clusters Score -9729402 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -9731167.000000 Penalty: 5503.984863
	Iteration 11Q: 3 clusters Score -9731167 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -9732395.000000 Penalty: 5503.984863
	Iteration 12Q: 3 clusters Score -9732395 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -9733251.000000 Penalty: 5503.984863
	Iteration 13Q: 3 clusters Score -9733251 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -9733610.000000 Penalty: 5503.984863
	Iteration 14Q: 3 clusters Score -9733610 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -9733726.000000 Penalty: 5503.984863
	Iteration 15Q: 3 clusters Score -9733726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -9733797.000000 Penalty: 5503.984863
	Iteration 16Q: 3 clusters Score -9733797 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -9733811.000000 Penalty: 5503.984863
	Iteration 17Q: 3 clusters Score -9733811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -9733811.000000 Penalty: 5503.984863
	Iteration 18Q: 3 clusters Score -9733811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -9733837.000000 Penalty: 5503.984863
	Iteration 19Q: 3 clusters Score -9733837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -9733834.000000 Penalty: 5503.984863
	Iteration 20F: 3 clusters Score -9733834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -9733825.000000 Penalty: 5503.984863
	Iteration 21Q: 3 clusters Score -9733825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -9733832.000000 Penalty: 5503.984863
	Iteration 22Q: 3 clusters Score -9733832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -9733838.000000 Penalty: 5503.984863
	Iteration 23Q: 3 clusters Score -9733838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -9733835.000000 Penalty: 5503.984863
	Iteration 24Q: 3 clusters Score -9733835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -9733836.000000 Penalty: 5503.984863
	Iteration 25Q: 3 clusters Score -9733836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -9733835.000000 Penalty: 5503.984863
	Iteration 26Q: 3 clusters Score -9733835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -9733835.000000 Penalty: 5503.984863
	Iteration 27F: 3 clusters Score -9733835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76309.656250 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76309.66 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76577.835938 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76577.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76697.539062 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -76697.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76790.789062 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -76790.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76904.843750 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -76904.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76969.609375 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -76969.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76996.757812 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -76996.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77022.773438 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77022.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77041.570312 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77041.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77052.171875 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -77052.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77066.101562 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -77066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77091.906250 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -77091.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77105.085938 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -77105.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77115.421875 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -77115.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77175.953125 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -77175.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77231.804688 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -77231.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77271.664062 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -77271.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77303.031250 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -77303.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77349.054688 Penalty: 3188.340332
	Iteration 18Q: 3 clusters Score -77349.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -77476.875000 Penalty: 3188.340332
	Iteration 19Q: 3 clusters Score -77476.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77643.500000 Penalty: 3188.340332
	Iteration 20F: 3 clusters Score -77643.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77680.593750 Penalty: 3188.340332
	Iteration 21Q: 3 clusters Score -77680.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77687.023438 Penalty: 3188.340332
	Iteration 22Q: 3 clusters Score -77687.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77687.023438 Penalty: 3188.340332
	Iteration 23F: 3 clusters Score -77687.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132207.656250 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -132207.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -130394.671875 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -130394.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130619.539062 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -130619.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -130671.929688 Penalty: 3391.848877
	Iteration 2Q: 3 clusters Score -130671.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130712.335938 Penalty: 3391.848877
	Iteration 3Q: 3 clusters Score -130712.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130750.890625 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -130750.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -130785.835938 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -130785.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -130808.250000 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -130808.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130823.960938 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -130824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130838.859375 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -130838.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130852.921875 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -130852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -130863.531250 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -130863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -130867.093750 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -130867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -130878.593750 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -130878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -130884.960938 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -130885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130886.984375 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -130887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130886.984375 Penalty: 3391.848877
	Iteration 15F: 3 clusters Score -130887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Entering Unmasked Estep 
Score: -6764099.500000 Penalty: 2663.121826
	Iteration 0F: 2 clusters Score -6764100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -6733150.000000 Penalty: 5326.243652
	Iteration 0F: 3 clusters Score -6733150 nChanged 21261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6744935.500000 Penalty: 5326.243652
	Iteration 1F: 3 clusters Score -6744936 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -6745564.000000 Penalty: 5326.243652
	Iteration 2Q: 3 clusters Score -6745564 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6746225.500000 Penalty: 5326.243652
	Iteration 3Q: 3 clusters Score -6746226 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -6746851.000000 Penalty: 5326.243652
	Iteration 4Q: 3 clusters Score -6746851 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -6747516.000000 Penalty: 5326.243652
	Iteration 5Q: 3 clusters Score -6747516 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -6748181.500000 Penalty: 5326.243652
	Iteration 6Q: 3 clusters Score -6748182 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -6748944.500000 Penalty: 5326.243652
	Iteration 7Q: 3 clusters Score -6748944 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -6749708.000000 Penalty: 5326.243652
	Iteration 8Q: 3 clusters Score -6749708 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -6750350.500000 Penalty: 5326.243652
	Iteration 9Q: 3 clusters Score -6750350 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -6751089.500000 Penalty: 5326.243652
	Iteration 10Q: 3 clusters Score -6751090 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -6751818.500000 Penalty: 5326.243652
	Iteration 11Q: 3 clusters Score -6751818 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -6752643.000000 Penalty: 5326.243652
	Iteration 12Q: 3 clusters Score -6752643 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -6753493.000000 Penalty: 5326.243652
	Iteration 13Q: 3 clusters Score -6753493 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -6754358.500000 Penalty: 5326.243652
	Iteration 14Q: 3 clusters Score -6754358 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -6755006.500000 Penalty: 5326.243652
	Iteration 15Q: 3 clusters Score -6755006 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -6755570.500000 Penalty: 5326.243652
	Iteration 16Q: 3 clusters Score -6755570 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -6756004.000000 Penalty: 5326.243652
	Iteration 17Q: 3 clusters Score -6756004 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -6756371.000000 Penalty: 5326.243652
	Iteration 18Q: 3 clusters Score -6756371 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -6756710.000000 Penalty: 5326.243652
	Iteration 19Q: 3 clusters Score -6756710 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -6757015.000000 Penalty: 5326.243652
	Iteration 20F: 3 clusters Score -6757015 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -6757303.500000 Penalty: 5326.243652
	Iteration 21Q: 3 clusters Score -6757304 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -6757601.000000 Penalty: 5326.243652
	Iteration 22Q: 3 clusters Score -6757601 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -6757914.000000 Penalty: 5326.243652
	Iteration 23Q: 3 clusters Score -6757914 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -6758254.500000 Penalty: 5326.243652
	Iteration 24Q: 3 clusters Score -6758254 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -6758544.500000 Penalty: 5326.243652
	Iteration 25Q: 3 clusters Score -6758544 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6758874.500000 Penalty: 5326.243652
	Iteration 26Q: 3 clusters Score -6758874 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -6759178.500000 Penalty: 5326.243652
	Iteration 27Q: 3 clusters Score -6759178 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -6759374.000000 Penalty: 5326.243652
	Iteration 28Q: 3 clusters Score -6759374 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6759555.000000 Penalty: 5326.243652
	Iteration 29Q: 3 clusters Score -6759555 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -6759785.000000 Penalty: 5326.243652
	Iteration 30Q: 3 clusters Score -6759785 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -6760006.000000 Penalty: 5326.243652
	Iteration 31Q: 3 clusters Score -6760006 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6760218.500000 Penalty: 5326.243652
	Iteration 32Q: 3 clusters Score -6760218 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -6760420.500000 Penalty: 5326.243652
	Iteration 33Q: 3 clusters Score -6760420 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -6760632.500000 Penalty: 5326.243652
	Iteration 34Q: 3 clusters Score -6760632 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6760784.000000 Penalty: 5326.243652
	Iteration 35Q: 3 clusters Score -6760784 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6760903.000000 Penalty: 5326.243652
	Iteration 36Q: 3 clusters Score -6760903 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6761013.000000 Penalty: 5326.243652
	Iteration 37Q: 3 clusters Score -6761013 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6761120.500000 Penalty: 5326.243652
	Iteration 38Q: 3 clusters Score -6761120 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6761224.500000 Penalty: 5326.243652
	Iteration 39Q: 3 clusters Score -6761224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6761332.500000 Penalty: 5326.243652
	Iteration 40F: 3 clusters Score -6761332 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6761374.000000 Penalty: 5326.243652
	Iteration 41Q: 3 clusters Score -6761374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6761428.000000 Penalty: 5326.243652
	Iteration 42Q: 3 clusters Score -6761428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6761483.500000 Penalty: 5326.243652
	Iteration 43Q: 3 clusters Score -6761484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6761533.000000 Penalty: 5326.243652
	Iteration 44Q: 3 clusters Score -6761533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6761565.000000 Penalty: 5326.243652
	Iteration 45Q: 3 clusters Score -6761565 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6761605.500000 Penalty: 5326.243652
	Iteration 46Q: 3 clusters Score -6761606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6761620.500000 Penalty: 5326.243652
	Iteration 47Q: 3 clusters Score -6761620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6761644.500000 Penalty: 5326.243652
	Iteration 48Q: 3 clusters Score -6761644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6761672.500000 Penalty: 5326.243652
	Iteration 49Q: 3 clusters Score -6761672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6761693.500000 Penalty: 5326.243652
	Iteration 50Q: 3 clusters Score -6761694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6761710.000000 Penalty: 5326.243652
	Iteration 51Q: 3 clusters Score -6761710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6761726.500000 Penalty: 5326.243652
	Iteration 52Q: 3 clusters Score -6761726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6761735.500000 Penalty: 5326.243652
	Iteration 53Q: 3 clusters Score -6761736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6761744.500000 Penalty: 5326.243652
	Iteration 54Q: 3 clusters Score -6761744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6761750.000000 Penalty: 5326.243652
	Iteration 55Q: 3 clusters Score -6761750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6761744.500000 Penalty: 5326.243652
	Iteration 56Q: 3 clusters Score -6761744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6761765.500000 Penalty: 5326.243652
	Iteration 57Q: 3 clusters Score -6761766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6761770.500000 Penalty: 5326.243652
	Iteration 58Q: 3 clusters Score -6761770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6761771.000000 Penalty: 5326.243652
	Iteration 59Q: 3 clusters Score -6761771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6761773.000000 Penalty: 5326.243652
	Iteration 60F: 3 clusters Score -6761773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6761784.000000 Penalty: 5326.243652
	Iteration 61Q: 3 clusters Score -6761784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6761784.500000 Penalty: 5326.243652
	Iteration 62Q: 3 clusters Score -6761784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6761778.500000 Penalty: 5326.243652
	Iteration 63Q: 3 clusters Score -6761778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6761790.000000 Penalty: 5326.243652
	Iteration 64Q: 3 clusters Score -6761790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6761798.500000 Penalty: 5326.243652
	Iteration 65Q: 3 clusters Score -6761798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6761798.500000 Penalty: 5326.243652
	Iteration 66Q: 3 clusters Score -6761798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6761799.000000 Penalty: 5326.243652
	Iteration 67Q: 3 clusters Score -6761799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6761811.000000 Penalty: 5326.243652
	Iteration 68Q: 3 clusters Score -6761811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6761814.000000 Penalty: 5326.243652
	Iteration 69Q: 3 clusters Score -6761814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6761817.500000 Penalty: 5326.243652
	Iteration 70Q: 3 clusters Score -6761818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6761823.000000 Penalty: 5326.243652
	Iteration 71Q: 3 clusters Score -6761823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6761822.500000 Penalty: 5326.243652
	Iteration 72Q: 3 clusters Score -6761822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6761814.000000 Penalty: 5326.243652
	Iteration 73Q: 3 clusters Score -6761814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6761819.500000 Penalty: 5326.243652
	Iteration 74Q: 3 clusters Score -6761820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6761824.000000 Penalty: 5326.243652
	Iteration 75Q: 3 clusters Score -6761824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6761817.000000 Penalty: 5326.243652
	Iteration 76Q: 3 clusters Score -6761817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6761817.000000 Penalty: 5326.243652
	Iteration 77F: 3 clusters Score -6761817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49923.789062 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49923.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50086.769531 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50086.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50128.679688 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -50128.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50168.335938 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -50168.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50219.164062 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -50219.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50313.796875 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -50313.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50853.898438 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -50853.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51003.621094 Penalty: 2971.766357
	Iteration 7F: 3 clusters Score -51003.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51091.445312 Penalty: 2971.766357
	Iteration 8F: 3 clusters Score -51091.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51158.972656 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -51158.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51227.839844 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -51227.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51245.710938 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -51245.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51255.863281 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -51255.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51255.863281 Penalty: 2971.766357
	Iteration 13F: 3 clusters Score -51255.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Entering Unmasked Estep 
Score: -1505989.625000 Penalty: 2327.429932
	Iteration 0F: 2 clusters Score -1505990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1497128.500000 Penalty: 4654.859863
	Iteration 0F: 3 clusters Score -1497128 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1499950.000000 Penalty: 4654.859863
	Iteration 1F: 3 clusters Score -1499950 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1500535.750000 Penalty: 4654.859863
	Iteration 2F: 3 clusters Score -1500536 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1501083.750000 Penalty: 4654.859863
	Iteration 3F: 3 clusters Score -1501084 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1501592.875000 Penalty: 4654.859863
	Iteration 4F: 3 clusters Score -1501593 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1502113.000000 Penalty: 4654.859863
	Iteration 5F: 3 clusters Score -1502113 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1502570.250000 Penalty: 4654.859863
	Iteration 6F: 3 clusters Score -1502570 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1502949.000000 Penalty: 4654.859863
	Iteration 7Q: 3 clusters Score -1502949 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1503251.250000 Penalty: 4654.859863
	Iteration 8Q: 3 clusters Score -1503251 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1503514.375000 Penalty: 4654.859863
	Iteration 9Q: 3 clusters Score -1503514 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1503697.750000 Penalty: 4654.859863
	Iteration 10Q: 3 clusters Score -1503698 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1503831.875000 Penalty: 4654.859863
	Iteration 11Q: 3 clusters Score -1503832 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1503940.625000 Penalty: 4654.859863
	Iteration 12Q: 3 clusters Score -1503941 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1504024.000000 Penalty: 4654.859863
	Iteration 13Q: 3 clusters Score -1504024 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1504082.500000 Penalty: 4654.859863
	Iteration 14Q: 3 clusters Score -1504082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1504143.000000 Penalty: 4654.859863
	Iteration 15Q: 3 clusters Score -1504143 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1504185.500000 Penalty: 4654.859863
	Iteration 16Q: 3 clusters Score -1504186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1504214.750000 Penalty: 4654.859863
	Iteration 17Q: 3 clusters Score -1504215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1504242.000000 Penalty: 4654.859863
	Iteration 18Q: 3 clusters Score -1504242 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1504260.625000 Penalty: 4654.859863
	Iteration 19Q: 3 clusters Score -1504261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1504287.375000 Penalty: 4654.859863
	Iteration 20F: 3 clusters Score -1504287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1504305.250000 Penalty: 4654.859863
	Iteration 21Q: 3 clusters Score -1504305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1504318.250000 Penalty: 4654.859863
	Iteration 22Q: 3 clusters Score -1504318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1504338.125000 Penalty: 4654.859863
	Iteration 23Q: 3 clusters Score -1504338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1504350.375000 Penalty: 4654.859863
	Iteration 24Q: 3 clusters Score -1504350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1504359.875000 Penalty: 4654.859863
	Iteration 25Q: 3 clusters Score -1504360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1504367.250000 Penalty: 4654.859863
	Iteration 26Q: 3 clusters Score -1504367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1504378.250000 Penalty: 4654.859863
	Iteration 27Q: 3 clusters Score -1504378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1504385.250000 Penalty: 4654.859863
	Iteration 28Q: 3 clusters Score -1504385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1504393.250000 Penalty: 4654.859863
	Iteration 29Q: 3 clusters Score -1504393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1504402.625000 Penalty: 4654.859863
	Iteration 30Q: 3 clusters Score -1504403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1504407.250000 Penalty: 4654.859863
	Iteration 31Q: 3 clusters Score -1504407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1504413.625000 Penalty: 4654.859863
	Iteration 32Q: 3 clusters Score -1504414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1504418.000000 Penalty: 4654.859863
	Iteration 33Q: 3 clusters Score -1504418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1504415.875000 Penalty: 4654.859863
	Iteration 34Q: 3 clusters Score -1504416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1504421.125000 Penalty: 4654.859863
	Iteration 35Q: 3 clusters Score -1504421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1504425.625000 Penalty: 4654.859863
	Iteration 36Q: 3 clusters Score -1504426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1504434.875000 Penalty: 4654.859863
	Iteration 37Q: 3 clusters Score -1504435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1504439.875000 Penalty: 4654.859863
	Iteration 38Q: 3 clusters Score -1504440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1504441.000000 Penalty: 4654.859863
	Iteration 39Q: 3 clusters Score -1504441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1504446.375000 Penalty: 4654.859863
	Iteration 40F: 3 clusters Score -1504446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1504449.250000 Penalty: 4654.859863
	Iteration 41Q: 3 clusters Score -1504449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1504452.375000 Penalty: 4654.859863
	Iteration 42Q: 3 clusters Score -1504452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1504453.625000 Penalty: 4654.859863
	Iteration 43Q: 3 clusters Score -1504454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1504456.125000 Penalty: 4654.859863
	Iteration 44Q: 3 clusters Score -1504456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1504456.375000 Penalty: 4654.859863
	Iteration 45Q: 3 clusters Score -1504456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1504458.500000 Penalty: 4654.859863
	Iteration 46Q: 3 clusters Score -1504458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1504460.250000 Penalty: 4654.859863
	Iteration 47Q: 3 clusters Score -1504460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1504460.750000 Penalty: 4654.859863
	Iteration 48Q: 3 clusters Score -1504461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1504460.000000 Penalty: 4654.859863
	Iteration 49Q: 3 clusters Score -1504460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1504459.875000 Penalty: 4654.859863
	Iteration 50Q: 3 clusters Score -1504460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1504461.875000 Penalty: 4654.859863
	Iteration 51Q: 3 clusters Score -1504462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1504464.125000 Penalty: 4654.859863
	Iteration 52Q: 3 clusters Score -1504464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1504465.125000 Penalty: 4654.859863
	Iteration 53Q: 3 clusters Score -1504465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1504464.875000 Penalty: 4654.859863
	Iteration 54Q: 3 clusters Score -1504465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1504464.500000 Penalty: 4654.859863
	Iteration 55Q: 3 clusters Score -1504464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1504464.875000 Penalty: 4654.859863
	Iteration 56Q: 3 clusters Score -1504465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1504464.750000 Penalty: 4654.859863
	Iteration 57Q: 3 clusters Score -1504465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1504464.750000 Penalty: 4654.859863
	Iteration 58Q: 3 clusters Score -1504465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1504464.750000 Penalty: 4654.859863
	Iteration 59F: 3 clusters Score -1504465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46062.843750 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46062.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44611.722656 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -44611.72 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44860.425781 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -44860.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44923.304688 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -44923.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44966.265625 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -44966.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44983.917969 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -44983.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44989.511719 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -44989.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44989.511719 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -44989.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -53598.625000 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -53598.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52221.613281 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -52221.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52348.488281 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -52348.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52396.671875 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -52396.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52421.203125 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -52421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52435.992188 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -52435.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52459.203125 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -52459.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52507.746094 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -52507.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52535.183594 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -52535.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52538.121094 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -52538.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52543.847656 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -52543.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52545.636719 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -52545.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52547.949219 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -52547.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52547.949219 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -52547.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -535251.562500 Penalty: 2033.807617
	Iteration 0F: 2 clusters Score -535251.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -531622.937500 Penalty: 4067.615234
	Iteration 0F: 3 clusters Score -531622.9 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -532467.375000 Penalty: 4067.615234
	Iteration 1F: 3 clusters Score -532467.4 nChanged 290
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: -532752.000000 Penalty: 4067.615234
	Iteration 2F: 3 clusters Score -532752 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -532971.000000 Penalty: 4067.615234
	Iteration 3F: 3 clusters Score -532971 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -533154.625000 Penalty: 4067.615234
	Iteration 4F: 3 clusters Score -533154.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -533308.625000 Penalty: 4067.615234
	Iteration 5Q: 3 clusters Score -533308.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -533488.000000 Penalty: 4067.615234
	Iteration 6Q: 3 clusters Score -533488 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -533708.250000 Penalty: 4067.615234
	Iteration 7Q: 3 clusters Score -533708.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -533962.375000 Penalty: 4067.615234
	Iteration 8F: 3 clusters Score -533962.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -534171.062500 Penalty: 4067.615234
	Iteration 9F: 3 clusters Score -534171.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -534279.062500 Penalty: 4067.615234
	Iteration 10Q: 3 clusters Score -534279.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -534337.625000 Penalty: 4067.615234
	Iteration 11Q: 3 clusters Score -534337.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -534376.500000 Penalty: 4067.615234
	Iteration 12Q: 3 clusters Score -534376.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -534391.562500 Penalty: 4067.615234
	Iteration 13Q: 3 clusters Score -534391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -534398.125000 Penalty: 4067.615234
	Iteration 14Q: 3 clusters Score -534398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -534399.812500 Penalty: 4067.615234
	Iteration 15Q: 3 clusters Score -534399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -534401.000000 Penalty: 4067.615234
	Iteration 16Q: 3 clusters Score -534401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -534401.000000 Penalty: 4067.615234
	Iteration 17F: 3 clusters Score -534401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (144615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Entering Unmasked Estep 
Score: -21588248.000000 Penalty: 2946.693848
	Iteration 0F: 2 clusters Score -2.158825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -21494392.000000 Penalty: 5893.387695
	Iteration 0F: 3 clusters Score -2.149439e+07 nChanged 68938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -21533992.000000 Penalty: 5893.387695
	Iteration 1F: 3 clusters Score -2.153399e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -21535866.000000 Penalty: 5893.387695
	Iteration 2Q: 3 clusters Score -2.153587e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -21538280.000000 Penalty: 5893.387695
	Iteration 3Q: 3 clusters Score -2.153828e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -21542008.000000 Penalty: 5893.387695
	Iteration 4Q: 3 clusters Score -2.154201e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -21546774.000000 Penalty: 5893.387695
	Iteration 5F: 3 clusters Score -2.154677e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -21552298.000000 Penalty: 5893.387695
	Iteration 6F: 3 clusters Score -2.15523e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -21558256.000000 Penalty: 5893.387695
	Iteration 7F: 3 clusters Score -2.155826e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -21564146.000000 Penalty: 5893.387695
	Iteration 8F: 3 clusters Score -2.156415e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -21568690.000000 Penalty: 5893.387695
	Iteration 9F: 3 clusters Score -2.156869e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -21571340.000000 Penalty: 5893.387695
	Iteration 10Q: 3 clusters Score -2.157134e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -21572708.000000 Penalty: 5893.387695
	Iteration 11Q: 3 clusters Score -2.157271e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -21573552.000000 Penalty: 5893.387695
	Iteration 12Q: 3 clusters Score -2.157355e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -21574236.000000 Penalty: 5893.387695
	Iteration 13Q: 3 clusters Score -2.157424e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -21575156.000000 Penalty: 5893.387695
	Iteration 14Q: 3 clusters Score -2.157516e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -21576216.000000 Penalty: 5893.387695
	Iteration 15Q: 3 clusters Score -2.157622e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -21577324.000000 Penalty: 5893.387695
	Iteration 16Q: 3 clusters Score -2.157732e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -21578406.000000 Penalty: 5893.387695
	Iteration 17Q: 3 clusters Score -2.157841e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -21579360.000000 Penalty: 5893.387695
	Iteration 18Q: 3 clusters Score -2.157936e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -21580308.000000 Penalty: 5893.387695
	Iteration 19Q: 3 clusters Score -2.158031e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -21580892.000000 Penalty: 5893.387695
	Iteration 20F: 3 clusters Score -2.158089e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -21581424.000000 Penalty: 5893.387695
	Iteration 21Q: 3 clusters Score -2.158142e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102044 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -21581866.000000 Penalty: 5893.387695
	Iteration 22Q: 3 clusters Score -2.158187e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -21582252.000000 Penalty: 5893.387695
	Iteration 23Q: 3 clusters Score -2.158225e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105403 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -21582600.000000 Penalty: 5893.387695
	Iteration 24Q: 3 clusters Score -2.15826e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -21582898.000000 Penalty: 5893.387695
	Iteration 25Q: 3 clusters Score -2.15829e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -21583358.000000 Penalty: 5893.387695
	Iteration 26Q: 3 clusters Score -2.158336e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110467 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -21583622.000000 Penalty: 5893.387695
	Iteration 27Q: 3 clusters Score -2.158362e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112162 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -21584032.000000 Penalty: 5893.387695
	Iteration 28Q: 3 clusters Score -2.158403e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -21584496.000000 Penalty: 5893.387695
	Iteration 29Q: 3 clusters Score -2.15845e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -21584884.000000 Penalty: 5893.387695
	Iteration 30Q: 3 clusters Score -2.158488e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116777 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -21585148.000000 Penalty: 5893.387695
	Iteration 31Q: 3 clusters Score -2.158515e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -21585342.000000 Penalty: 5893.387695
	Iteration 32Q: 3 clusters Score -2.158534e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119407 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -21585584.000000 Penalty: 5893.387695
	Iteration 33Q: 3 clusters Score -2.158558e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120639 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -21585924.000000 Penalty: 5893.387695
	Iteration 34Q: 3 clusters Score -2.158592e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -21586078.000000 Penalty: 5893.387695
	Iteration 35Q: 3 clusters Score -2.158608e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -21586374.000000 Penalty: 5893.387695
	Iteration 36Q: 3 clusters Score -2.158637e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123712 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -21586610.000000 Penalty: 5893.387695
	Iteration 37Q: 3 clusters Score -2.158661e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124596 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -21586722.000000 Penalty: 5893.387695
	Iteration 38Q: 3 clusters Score -2.158672e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125388 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -21586844.000000 Penalty: 5893.387695
	Iteration 39Q: 3 clusters Score -2.158684e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126107 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -21586948.000000 Penalty: 5893.387695
	Iteration 40F: 3 clusters Score -2.158695e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -21586978.000000 Penalty: 5893.387695
	Iteration 41Q: 3 clusters Score -2.158698e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -21587078.000000 Penalty: 5893.387695
	Iteration 42Q: 3 clusters Score -2.158708e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -21587120.000000 Penalty: 5893.387695
	Iteration 43Q: 3 clusters Score -2.158712e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -21587202.000000 Penalty: 5893.387695
	Iteration 44Q: 3 clusters Score -2.15872e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -21587326.000000 Penalty: 5893.387695
	Iteration 45Q: 3 clusters Score -2.158733e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -21587366.000000 Penalty: 5893.387695
	Iteration 46Q: 3 clusters Score -2.158737e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130016 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -21587460.000000 Penalty: 5893.387695
	Iteration 47Q: 3 clusters Score -2.158746e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130382 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -21587450.000000 Penalty: 5893.387695
	Iteration 48Q: 3 clusters Score -2.158745e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -21587484.000000 Penalty: 5893.387695
	Iteration 49Q: 3 clusters Score -2.158748e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -21587580.000000 Penalty: 5893.387695
	Iteration 50Q: 3 clusters Score -2.158758e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131345 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -21587598.000000 Penalty: 5893.387695
	Iteration 51Q: 3 clusters Score -2.15876e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131627 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -21587614.000000 Penalty: 5893.387695
	Iteration 52Q: 3 clusters Score -2.158761e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -21587674.000000 Penalty: 5893.387695
	Iteration 53Q: 3 clusters Score -2.158767e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132165 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -21587746.000000 Penalty: 5893.387695
	Iteration 54Q: 3 clusters Score -2.158775e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132377 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -21587742.000000 Penalty: 5893.387695
	Iteration 55Q: 3 clusters Score -2.158774e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -21587806.000000 Penalty: 5893.387695
	Iteration 56Q: 3 clusters Score -2.158781e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -21587784.000000 Penalty: 5893.387695
	Iteration 57Q: 3 clusters Score -2.158778e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132926 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -21587782.000000 Penalty: 5893.387695
	Iteration 58Q: 3 clusters Score -2.158778e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133090 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -21587746.000000 Penalty: 5893.387695
	Iteration 59Q: 3 clusters Score -2.158775e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133243 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -21587762.000000 Penalty: 5893.387695
	Iteration 60F: 3 clusters Score -2.158776e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133405 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -21587782.000000 Penalty: 5893.387695
	Iteration 61Q: 3 clusters Score -2.158778e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -21587760.000000 Penalty: 5893.387695
	Iteration 62Q: 3 clusters Score -2.158776e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -21587732.000000 Penalty: 5893.387695
	Iteration 63Q: 3 clusters Score -2.158773e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133822 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -21587698.000000 Penalty: 5893.387695
	Iteration 64Q: 3 clusters Score -2.15877e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133944 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -21587690.000000 Penalty: 5893.387695
	Iteration 65Q: 3 clusters Score -2.158769e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134060 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -21587708.000000 Penalty: 5893.387695
	Iteration 66Q: 3 clusters Score -2.158771e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134148 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -21587702.000000 Penalty: 5893.387695
	Iteration 67Q: 3 clusters Score -2.15877e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134226 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -21587722.000000 Penalty: 5893.387695
	Iteration 68Q: 3 clusters Score -2.158772e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134311 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -21587698.000000 Penalty: 5893.387695
	Iteration 69Q: 3 clusters Score -2.15877e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -21587696.000000 Penalty: 5893.387695
	Iteration 70Q: 3 clusters Score -2.15877e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -21587668.000000 Penalty: 5893.387695
	Iteration 71Q: 3 clusters Score -2.158767e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -21587694.000000 Penalty: 5893.387695
	Iteration 72Q: 3 clusters Score -2.158769e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134622 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -21587702.000000 Penalty: 5893.387695
	Iteration 73Q: 3 clusters Score -2.15877e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134691 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -21587658.000000 Penalty: 5893.387695
	Iteration 74Q: 3 clusters Score -2.158766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -21587678.000000 Penalty: 5893.387695
	Iteration 75Q: 3 clusters Score -2.158768e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134799 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -21587666.000000 Penalty: 5893.387695
	Iteration 76Q: 3 clusters Score -2.158767e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -21587684.000000 Penalty: 5893.387695
	Iteration 77Q: 3 clusters Score -2.158768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -21587720.000000 Penalty: 5893.387695
	Iteration 78Q: 3 clusters Score -2.158772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134927 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -21587734.000000 Penalty: 5893.387695
	Iteration 79Q: 3 clusters Score -2.158773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134968 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -21587716.000000 Penalty: 5893.387695
	Iteration 80F: 3 clusters Score -2.158772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135014 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -21587676.000000 Penalty: 5893.387695
	Iteration 81Q: 3 clusters Score -2.158768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135076 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -21587694.000000 Penalty: 5893.387695
	Iteration 82Q: 3 clusters Score -2.158769e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135135 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -21587708.000000 Penalty: 5893.387695
	Iteration 83Q: 3 clusters Score -2.158771e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135177 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -21587710.000000 Penalty: 5893.387695
	Iteration 84Q: 3 clusters Score -2.158771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -21587696.000000 Penalty: 5893.387695
	Iteration 85Q: 3 clusters Score -2.15877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135261 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -21587696.000000 Penalty: 5893.387695
	Iteration 86Q: 3 clusters Score -2.15877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135300 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -21587728.000000 Penalty: 5893.387695
	Iteration 87Q: 3 clusters Score -2.158773e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -21587726.000000 Penalty: 5893.387695
	Iteration 88Q: 3 clusters Score -2.158773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135395 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -21587726.000000 Penalty: 5893.387695
	Iteration 89Q: 3 clusters Score -2.158773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135442 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -21587700.000000 Penalty: 5893.387695
	Iteration 90Q: 3 clusters Score -2.15877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135479 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -21587680.000000 Penalty: 5893.387695
	Iteration 91Q: 3 clusters Score -2.158768e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -21587698.000000 Penalty: 5893.387695
	Iteration 92Q: 3 clusters Score -2.15877e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135558 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -21587702.000000 Penalty: 5893.387695
	Iteration 93Q: 3 clusters Score -2.15877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135600 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -21587720.000000 Penalty: 5893.387695
	Iteration 94Q: 3 clusters Score -2.158772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135629 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -21587728.000000 Penalty: 5893.387695
	Iteration 95Q: 3 clusters Score -2.158773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135657 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -21587728.000000 Penalty: 5893.387695
	Iteration 96Q: 3 clusters Score -2.158773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135689 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -21587702.000000 Penalty: 5893.387695
	Iteration 97Q: 3 clusters Score -2.15877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -21587724.000000 Penalty: 5893.387695
	Iteration 98Q: 3 clusters Score -2.158772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135730 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -21587718.000000 Penalty: 5893.387695
	Iteration 99Q: 3 clusters Score -2.158772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -21587742.000000 Penalty: 5893.387695
	Iteration 100F: 3 clusters Score -2.158774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135766 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -21587724.000000 Penalty: 5893.387695
	Iteration 101Q: 3 clusters Score -2.158772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135777 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -21587728.000000 Penalty: 5893.387695
	Iteration 102Q: 3 clusters Score -2.158773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135791 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -21587732.000000 Penalty: 5893.387695
	Iteration 103Q: 3 clusters Score -2.158773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135800 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -21587734.000000 Penalty: 5893.387695
	Iteration 104Q: 3 clusters Score -2.158773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135812 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -21587732.000000 Penalty: 5893.387695
	Iteration 105Q: 3 clusters Score -2.158773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -21587714.000000 Penalty: 5893.387695
	Iteration 106Q: 3 clusters Score -2.158771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135836 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -21587710.000000 Penalty: 5893.387695
	Iteration 107Q: 3 clusters Score -2.158771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135842 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -21587712.000000 Penalty: 5893.387695
	Iteration 108Q: 3 clusters Score -2.158771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135851 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -21587730.000000 Penalty: 5893.387695
	Iteration 109Q: 3 clusters Score -2.158773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -21587712.000000 Penalty: 5893.387695
	Iteration 110Q: 3 clusters Score -2.158771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135876 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -21587732.000000 Penalty: 5893.387695
	Iteration 111Q: 3 clusters Score -2.158773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -21587724.000000 Penalty: 5893.387695
	Iteration 112Q: 3 clusters Score -2.158772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135902 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -21587728.000000 Penalty: 5893.387695
	Iteration 113Q: 3 clusters Score -2.158773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -21587720.000000 Penalty: 5893.387695
	Iteration 114Q: 3 clusters Score -2.158772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135925 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -21587728.000000 Penalty: 5893.387695
	Iteration 115Q: 3 clusters Score -2.158773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -21587724.000000 Penalty: 5893.387695
	Iteration 116Q: 3 clusters Score -2.158772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135948 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -21587704.000000 Penalty: 5893.387695
	Iteration 117Q: 3 clusters Score -2.15877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135957 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -21587704.000000 Penalty: 5893.387695
	Iteration 118Q: 3 clusters Score -2.15877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135971 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -21587732.000000 Penalty: 5893.387695
	Iteration 119Q: 3 clusters Score -2.158773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135977 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -21587710.000000 Penalty: 5893.387695
	Iteration 120F: 3 clusters Score -2.158771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -21587718.000000 Penalty: 5893.387695
	Iteration 121Q: 3 clusters Score -2.158772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -21587716.000000 Penalty: 5893.387695
	Iteration 122Q: 3 clusters Score -2.158772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135984 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -21587726.000000 Penalty: 5893.387695
	Iteration 123Q: 3 clusters Score -2.158773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135985 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -21587714.000000 Penalty: 5893.387695
	Iteration 124Q: 3 clusters Score -2.158771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135987 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -21587718.000000 Penalty: 5893.387695
	Iteration 125Q: 3 clusters Score -2.158772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135990 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -21587722.000000 Penalty: 5893.387695
	Iteration 126Q: 3 clusters Score -2.158772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -21587716.000000 Penalty: 5893.387695
	Iteration 127Q: 3 clusters Score -2.158772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135998 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -21587712.000000 Penalty: 5893.387695
	Iteration 128Q: 3 clusters Score -2.158771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -21587714.000000 Penalty: 5893.387695
	Iteration 129Q: 3 clusters Score -2.158771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136001 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -21587712.000000 Penalty: 5893.387695
	Iteration 130Q: 3 clusters Score -2.158771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -21587708.000000 Penalty: 5893.387695
	Iteration 131Q: 3 clusters Score -2.158771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136003 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -21587710.000000 Penalty: 5893.387695
	Iteration 132Q: 3 clusters Score -2.158771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136004 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -21587718.000000 Penalty: 5893.387695
	Iteration 133Q: 3 clusters Score -2.158772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136004 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -21587718.000000 Penalty: 5893.387695
	Iteration 134F: 3 clusters Score -2.158772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -887416.250000 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -887416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -881994.937500 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -881994.9 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -883494.875000 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -883494.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -883731.125000 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -883731.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -883895.812500 Penalty: 4354.355469
	Iteration 3Q: 3 clusters Score -883895.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -884014.937500 Penalty: 4354.355469
	Iteration 4Q: 3 clusters Score -884014.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -884110.562500 Penalty: 4354.355469
	Iteration 5Q: 3 clusters Score -884110.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -884179.375000 Penalty: 4354.355469
	Iteration 6Q: 3 clusters Score -884179.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -884244.062500 Penalty: 4354.355469
	Iteration 7Q: 3 clusters Score -884244.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -884308.000000 Penalty: 4354.355469
	Iteration 8Q: 3 clusters Score -884308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -884376.250000 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -884376.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -884456.187500 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -884456.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -884535.375000 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -884535.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -884615.687500 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -884615.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -884696.625000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -884696.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -884771.937500 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -884771.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -884844.000000 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -884844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -884904.687500 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -884904.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -884960.812500 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -884960.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -885024.312500 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -885024.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -885089.687500 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -885089.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -885145.750000 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -885145.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -885193.937500 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -885193.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -885241.437500 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -885241.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -885279.937500 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -885279.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -885309.750000 Penalty: 4354.355469
	Iteration 24Q: 3 clusters Score -885309.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -885343.625000 Penalty: 4354.355469
	Iteration 25Q: 3 clusters Score -885343.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -885372.500000 Penalty: 4354.355469
	Iteration 26Q: 3 clusters Score -885372.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -885396.812500 Penalty: 4354.355469
	Iteration 27Q: 3 clusters Score -885396.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -885425.875000 Penalty: 4354.355469
	Iteration 28Q: 3 clusters Score -885425.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -885459.000000 Penalty: 4354.355469
	Iteration 29Q: 3 clusters Score -885459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -885487.187500 Penalty: 4354.355469
	Iteration 30Q: 3 clusters Score -885487.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -885509.812500 Penalty: 4354.355469
	Iteration 31Q: 3 clusters Score -885509.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -885530.750000 Penalty: 4354.355469
	Iteration 32Q: 3 clusters Score -885530.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -885550.250000 Penalty: 4354.355469
	Iteration 33Q: 3 clusters Score -885550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -885568.562500 Penalty: 4354.355469
	Iteration 34Q: 3 clusters Score -885568.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -885581.937500 Penalty: 4354.355469
	Iteration 35Q: 3 clusters Score -885581.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -885595.812500 Penalty: 4354.355469
	Iteration 36Q: 3 clusters Score -885595.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -885603.625000 Penalty: 4354.355469
	Iteration 37Q: 3 clusters Score -885603.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -885615.562500 Penalty: 4354.355469
	Iteration 38Q: 3 clusters Score -885615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -885632.250000 Penalty: 4354.355469
	Iteration 39Q: 3 clusters Score -885632.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -885652.937500 Penalty: 4354.355469
	Iteration 40F: 3 clusters Score -885652.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -885667.562500 Penalty: 4354.355469
	Iteration 41Q: 3 clusters Score -885667.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -885675.937500 Penalty: 4354.355469
	Iteration 42Q: 3 clusters Score -885675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -885689.062500 Penalty: 4354.355469
	Iteration 43Q: 3 clusters Score -885689.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -885701.062500 Penalty: 4354.355469
	Iteration 44Q: 3 clusters Score -885701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -885708.875000 Penalty: 4354.355469
	Iteration 45Q: 3 clusters Score -885708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -885717.500000 Penalty: 4354.355469
	Iteration 46Q: 3 clusters Score -885717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -885720.750000 Penalty: 4354.355469
	Iteration 47Q: 3 clusters Score -885720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -885725.062500 Penalty: 4354.355469
	Iteration 48Q: 3 clusters Score -885725.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -885733.250000 Penalty: 4354.355469
	Iteration 49Q: 3 clusters Score -885733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -885739.687500 Penalty: 4354.355469
	Iteration 50Q: 3 clusters Score -885739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -885744.875000 Penalty: 4354.355469
	Iteration 51Q: 3 clusters Score -885744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -885753.187500 Penalty: 4354.355469
	Iteration 52Q: 3 clusters Score -885753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -885755.187500 Penalty: 4354.355469
	Iteration 53Q: 3 clusters Score -885755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -885755.625000 Penalty: 4354.355469
	Iteration 54Q: 3 clusters Score -885755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -885755.625000 Penalty: 4354.355469
	Iteration 55F: 3 clusters Score -885755.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -299684.968750 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -299685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -297033.625000 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -297033.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -297480.156250 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -297480.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -297618.500000 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -297618.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -297683.468750 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -297683.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -297732.593750 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -297732.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -297767.062500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -297767.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -297794.093750 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -297794.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -297811.656250 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -297811.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -297829.468750 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -297829.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -297846.187500 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -297846.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -297858.125000 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -297858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -297863.281250 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -297863.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -297867.031250 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -297867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -297870.968750 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -297871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -297873.968750 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -297874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -297874.531250 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -297874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -297877.593750 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -297877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -297880.281250 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -297880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -297881.781250 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -297881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -297882.468750 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -297882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -297884.187500 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -297884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -297884.656250 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -297884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -297885.468750 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -297885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -297886.000000 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -297886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -297886.281250 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -297886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -297888.125000 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -297888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -297889.875000 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -297889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -297892.906250 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -297892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -297894.218750 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -297894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -297895.593750 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -297895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -297896.781250 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -297896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -297897.437500 Penalty: 3784.949463
	Iteration 31Q: 3 clusters Score -297897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -297898.656250 Penalty: 3784.949463
	Iteration 32Q: 3 clusters Score -297898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -297899.406250 Penalty: 3784.949463
	Iteration 33Q: 3 clusters Score -297899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -297900.750000 Penalty: 3784.949463
	Iteration 34Q: 3 clusters Score -297900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -297900.750000 Penalty: 3784.949463
	Iteration 35F: 3 clusters Score -297900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -495915.156250 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -495915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -492374.250000 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -492374.2 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -493144.906250 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -493144.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -493299.093750 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -493299.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -493400.750000 Penalty: 4039.904541
	Iteration 3Q: 3 clusters Score -493400.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -493482.687500 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -493482.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -493528.062500 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -493528.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -493556.250000 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -493556.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -493574.625000 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -493574.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -493589.718750 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -493589.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -493605.000000 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -493605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -493619.312500 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -493619.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -493630.218750 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -493630.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -493643.468750 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -493643.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -493652.343750 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -493652.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -493662.062500 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -493662.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -493671.812500 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -493671.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -493680.781250 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -493680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -493690.125000 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -493690.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -493699.656250 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -493699.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -493709.312500 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -493709.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -493723.531250 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -493723.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -493735.781250 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -493735.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -493749.968750 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -493750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -493760.812500 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -493760.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -493777.062500 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -493777.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -493795.875000 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -493795.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -493828.750000 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -493828.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -493853.906250 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -493853.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -493871.687500 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -493871.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -493885.875000 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -493885.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -493902.656250 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -493902.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -493929.125000 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -493929.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -493951.437500 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -493951.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -493965.687500 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -493965.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -493980.375000 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -493980.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -493995.812500 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -493995.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -494020.625000 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -494020.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -494043.875000 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -494043.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -494076.125000 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -494076.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -494106.968750 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -494107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -494128.281250 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -494128.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -494152.500000 Penalty: 4039.904541
	Iteration 41Q: 3 clusters Score -494152.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -494179.375000 Penalty: 4039.904541
	Iteration 42Q: 3 clusters Score -494179.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -494202.312500 Penalty: 4039.904541
	Iteration 43Q: 3 clusters Score -494202.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -494220.062500 Penalty: 4039.904541
	Iteration 44Q: 3 clusters Score -494220.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -494238.812500 Penalty: 4039.904541
	Iteration 45Q: 3 clusters Score -494238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -494247.093750 Penalty: 4039.904541
	Iteration 46Q: 3 clusters Score -494247.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -494260.281250 Penalty: 4039.904541
	Iteration 47Q: 3 clusters Score -494260.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -494268.562500 Penalty: 4039.904541
	Iteration 48Q: 3 clusters Score -494268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -494273.531250 Penalty: 4039.904541
	Iteration 49Q: 3 clusters Score -494273.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -494278.062500 Penalty: 4039.904541
	Iteration 50Q: 3 clusters Score -494278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -494282.750000 Penalty: 4039.904541
	Iteration 51Q: 3 clusters Score -494282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -494285.343750 Penalty: 4039.904541
	Iteration 52Q: 3 clusters Score -494285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -494287.437500 Penalty: 4039.904541
	Iteration 53Q: 3 clusters Score -494287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -494291.500000 Penalty: 4039.904541
	Iteration 54Q: 3 clusters Score -494291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -494292.125000 Penalty: 4039.904541
	Iteration 55Q: 3 clusters Score -494292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -494295.375000 Penalty: 4039.904541
	Iteration 56Q: 3 clusters Score -494295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -494295.656250 Penalty: 4039.904541
	Iteration 57Q: 3 clusters Score -494295.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -494295.656250 Penalty: 4039.904541
	Iteration 58F: 3 clusters Score -494295.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -175760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -173499.312500 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -173499.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -173896.593750 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -173896.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -174052.421875 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -174052.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174173.328125 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -174173.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -174270.796875 Penalty: 3630.324463
	Iteration 4Q: 3 clusters Score -174270.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -174360.265625 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -174360.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174443.359375 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -174443.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -174550.859375 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -174550.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -174655.671875 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -174655.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -174757.687500 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -174757.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -174857.390625 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -174857.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -174902.906250 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -174902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174925.593750 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -174925.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -174950.609375 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -174950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -174973.015625 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -174973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -174991.156250 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -174991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -175003.140625 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -175003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -175012.562500 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -175012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -175013.000000 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -175013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -175013.000000 Penalty: 3630.324463
	Iteration 19F: 3 clusters Score -175013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -37915.847656 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -37915.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36746.210938 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -36746.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36921.937500 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -36921.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36987.218750 Penalty: 2819.055664
	Iteration 2Q: 3 clusters Score -36987.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37012.113281 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -37012.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37012.113281 Penalty: 2819.055664
	Iteration 4F: 3 clusters Score -37012.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34902.226562 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34902.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34978.250000 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34978.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35001.238281 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -35001.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35012.679688 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -35012.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35012.679688 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -35012.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -68900.156250 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -68900.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67333.312500 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -67333.31 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67548.421875 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -67548.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67624.312500 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -67624.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67658.367188 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -67658.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67678.070312 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -67678.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67681.507812 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -67681.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67681.507812 Penalty: 3155.206055
	Iteration 6F: 3 clusters Score -67681.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -216078.859375 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -216078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -213722.515625 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -213722.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -214189.062500 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -214189.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -214378.828125 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -214378.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -214504.203125 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -214504.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -214582.578125 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -214582.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -214649.562500 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -214649.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -214720.640625 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -214720.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -214776.937500 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -214776.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -214838.234375 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -214838.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -214888.484375 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -214888.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -214958.906250 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -214958.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -215061.281250 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -215061.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215172.593750 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -215172.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -215270.593750 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -215270.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -215351.953125 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -215352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -215389.296875 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -215389.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -215417.843750 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -215417.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -215437.156250 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -215437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -215449.453125 Penalty: 3653.756836
	Iteration 18Q: 3 clusters Score -215449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -215461.562500 Penalty: 3653.756836
	Iteration 19Q: 3 clusters Score -215461.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -215472.375000 Penalty: 3653.756836
	Iteration 20F: 3 clusters Score -215472.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -215485.531250 Penalty: 3653.756836
	Iteration 21Q: 3 clusters Score -215485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -215493.859375 Penalty: 3653.756836
	Iteration 22Q: 3 clusters Score -215493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -215498.562500 Penalty: 3653.756836
	Iteration 23Q: 3 clusters Score -215498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -215501.046875 Penalty: 3653.756836
	Iteration 24Q: 3 clusters Score -215501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -215502.859375 Penalty: 3653.756836
	Iteration 25Q: 3 clusters Score -215502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -215504.843750 Penalty: 3653.756836
	Iteration 26Q: 3 clusters Score -215504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -215506.203125 Penalty: 3653.756836
	Iteration 27Q: 3 clusters Score -215506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -215507.921875 Penalty: 3653.756836
	Iteration 28Q: 3 clusters Score -215507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -215511.234375 Penalty: 3653.756836
	Iteration 29Q: 3 clusters Score -215511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -215512.578125 Penalty: 3653.756836
	Iteration 30Q: 3 clusters Score -215512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -215512.578125 Penalty: 3653.756836
	Iteration 31F: 3 clusters Score -215512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (197214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197214 members 
Entering Unmasked Estep 
Score: -29486774.000000 Penalty: 3023.626953
	Iteration 0F: 2 clusters Score -2.948677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -29359962.000000 Penalty: 6047.253906
	Iteration 0F: 3 clusters Score -2.935996e+07 nChanged 94731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -29415100.000000 Penalty: 6047.253906
	Iteration 1F: 3 clusters Score -2.94151e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 96255 members 
Entering Unmasked Estep 
Score: -29416164.000000 Penalty: 6047.253906
	Iteration 2Q: 3 clusters Score -2.941616e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -29417300.000000 Penalty: 6047.253906
	Iteration 3Q: 3 clusters Score -2.94173e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -29418412.000000 Penalty: 6047.253906
	Iteration 4Q: 3 clusters Score -2.941841e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -29420266.000000 Penalty: 6047.253906
	Iteration 5Q: 3 clusters Score -2.942027e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -29422826.000000 Penalty: 6047.253906
	Iteration 6Q: 3 clusters Score -2.942283e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119072 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -29426840.000000 Penalty: 6047.253906
	Iteration 7Q: 3 clusters Score -2.942684e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -29432532.000000 Penalty: 6047.253906
	Iteration 8F: 3 clusters Score -2.943253e+07 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -29440640.000000 Penalty: 6047.253906
	Iteration 9F: 3 clusters Score -2.944064e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -29451204.000000 Penalty: 6047.253906
	Iteration 10F: 3 clusters Score -2.94512e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -29461088.000000 Penalty: 6047.253906
	Iteration 11F: 3 clusters Score -2.946109e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169578 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -29468306.000000 Penalty: 6047.253906
	Iteration 12Q: 3 clusters Score -2.946831e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -29472866.000000 Penalty: 6047.253906
	Iteration 13Q: 3 clusters Score -2.947287e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177612 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -29475416.000000 Penalty: 6047.253906
	Iteration 14Q: 3 clusters Score -2.947542e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180167 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -29477198.000000 Penalty: 6047.253906
	Iteration 15Q: 3 clusters Score -2.94772e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182399 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -29478500.000000 Penalty: 6047.253906
	Iteration 16Q: 3 clusters Score -2.94785e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184355 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -29479504.000000 Penalty: 6047.253906
	Iteration 17Q: 3 clusters Score -2.94795e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186056 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -29480466.000000 Penalty: 6047.253906
	Iteration 18Q: 3 clusters Score -2.948047e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187506 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -29481336.000000 Penalty: 6047.253906
	Iteration 19Q: 3 clusters Score -2.948134e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188743 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -29481914.000000 Penalty: 6047.253906
	Iteration 20F: 3 clusters Score -2.948191e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189760 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -29482510.000000 Penalty: 6047.253906
	Iteration 21Q: 3 clusters Score -2.948251e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -29482930.000000 Penalty: 6047.253906
	Iteration 22Q: 3 clusters Score -2.948293e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191373 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -29483324.000000 Penalty: 6047.253906
	Iteration 23Q: 3 clusters Score -2.948332e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191983 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -29483640.000000 Penalty: 6047.253906
	Iteration 24Q: 3 clusters Score -2.948364e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192501 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -29483948.000000 Penalty: 6047.253906
	Iteration 25Q: 3 clusters Score -2.948395e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192914 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -29484202.000000 Penalty: 6047.253906
	Iteration 26Q: 3 clusters Score -2.94842e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193229 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -29484304.000000 Penalty: 6047.253906
	Iteration 27Q: 3 clusters Score -2.94843e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193487 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -29484486.000000 Penalty: 6047.253906
	Iteration 28Q: 3 clusters Score -2.948449e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193709 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -29484614.000000 Penalty: 6047.253906
	Iteration 29Q: 3 clusters Score -2.948461e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193877 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -29484676.000000 Penalty: 6047.253906
	Iteration 30Q: 3 clusters Score -2.948468e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193997 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -29484724.000000 Penalty: 6047.253906
	Iteration 31Q: 3 clusters Score -2.948472e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194108 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -29484752.000000 Penalty: 6047.253906
	Iteration 32Q: 3 clusters Score -2.948475e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194203 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -29484794.000000 Penalty: 6047.253906
	Iteration 33Q: 3 clusters Score -2.948479e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194294 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -29484806.000000 Penalty: 6047.253906
	Iteration 34Q: 3 clusters Score -2.948481e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194359 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -29484856.000000 Penalty: 6047.253906
	Iteration 35Q: 3 clusters Score -2.948486e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194422 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -29484872.000000 Penalty: 6047.253906
	Iteration 36Q: 3 clusters Score -2.948487e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194467 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -29484898.000000 Penalty: 6047.253906
	Iteration 37Q: 3 clusters Score -2.94849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194519 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -29484940.000000 Penalty: 6047.253906
	Iteration 38Q: 3 clusters Score -2.948494e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194553 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -29484966.000000 Penalty: 6047.253906
	Iteration 39Q: 3 clusters Score -2.948497e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194582 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -29484974.000000 Penalty: 6047.253906
	Iteration 40F: 3 clusters Score -2.948497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194601 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -29484950.000000 Penalty: 6047.253906
	Iteration 41Q: 3 clusters Score -2.948495e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194617 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -29484984.000000 Penalty: 6047.253906
	Iteration 42Q: 3 clusters Score -2.948498e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194621 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -29484998.000000 Penalty: 6047.253906
	Iteration 43Q: 3 clusters Score -2.9485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194630 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -29484968.000000 Penalty: 6047.253906
	Iteration 44Q: 3 clusters Score -2.948497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -29484968.000000 Penalty: 6047.253906
	Iteration 45Q: 3 clusters Score -2.948497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194646 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -29484962.000000 Penalty: 6047.253906
	Iteration 46Q: 3 clusters Score -2.948496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194645 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -29484966.000000 Penalty: 6047.253906
	Iteration 47Q: 3 clusters Score -2.948497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194642 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -29484982.000000 Penalty: 6047.253906
	Iteration 48Q: 3 clusters Score -2.948498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194638 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -29484992.000000 Penalty: 6047.253906
	Iteration 49Q: 3 clusters Score -2.948499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -29484972.000000 Penalty: 6047.253906
	Iteration 50Q: 3 clusters Score -2.948497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194634 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -29484960.000000 Penalty: 6047.253906
	Iteration 51Q: 3 clusters Score -2.948496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194627 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -29484962.000000 Penalty: 6047.253906
	Iteration 52Q: 3 clusters Score -2.948496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194622 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -29484974.000000 Penalty: 6047.253906
	Iteration 53Q: 3 clusters Score -2.948497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194623 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -29484992.000000 Penalty: 6047.253906
	Iteration 54Q: 3 clusters Score -2.948499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194626 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -29484976.000000 Penalty: 6047.253906
	Iteration 55Q: 3 clusters Score -2.948498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194627 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -29484986.000000 Penalty: 6047.253906
	Iteration 56Q: 3 clusters Score -2.948499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194627 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -29484978.000000 Penalty: 6047.253906
	Iteration 57Q: 3 clusters Score -2.948498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194626 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -29484990.000000 Penalty: 6047.253906
	Iteration 58Q: 3 clusters Score -2.948499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194621 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -29484996.000000 Penalty: 6047.253906
	Iteration 59Q: 3 clusters Score -2.9485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194619 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -29485002.000000 Penalty: 6047.253906
	Iteration 60F: 3 clusters Score -2.9485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194618 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -29484988.000000 Penalty: 6047.253906
	Iteration 61Q: 3 clusters Score -2.948499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194613 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -29484992.000000 Penalty: 6047.253906
	Iteration 62Q: 3 clusters Score -2.948499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194611 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -29484986.000000 Penalty: 6047.253906
	Iteration 63Q: 3 clusters Score -2.948499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194611 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -29484978.000000 Penalty: 6047.253906
	Iteration 64Q: 3 clusters Score -2.948498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194609 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -29484986.000000 Penalty: 6047.253906
	Iteration 65Q: 3 clusters Score -2.948499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -29484990.000000 Penalty: 6047.253906
	Iteration 66Q: 3 clusters Score -2.948499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194613 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -29484982.000000 Penalty: 6047.253906
	Iteration 67Q: 3 clusters Score -2.948498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -29484980.000000 Penalty: 6047.253906
	Iteration 68Q: 3 clusters Score -2.948498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -29484980.000000 Penalty: 6047.253906
	Iteration 69F: 3 clusters Score -2.948498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Entering Unmasked Estep 
Score: -5998364.500000 Penalty: 2648.910400
	Iteration 0F: 2 clusters Score -5998364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5968891.500000 Penalty: 5297.820801
	Iteration 0F: 3 clusters Score -5968892 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5980229.000000 Penalty: 5297.820801
	Iteration 1F: 3 clusters Score -5980229 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -5981035.000000 Penalty: 5297.820801
	Iteration 2Q: 3 clusters Score -5981035 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5982043.500000 Penalty: 5297.820801
	Iteration 3F: 3 clusters Score -5982044 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5983225.000000 Penalty: 5297.820801
	Iteration 4F: 3 clusters Score -5983225 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -5984696.500000 Penalty: 5297.820801
	Iteration 5F: 3 clusters Score -5984696 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5986405.500000 Penalty: 5297.820801
	Iteration 6F: 3 clusters Score -5986406 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5988289.500000 Penalty: 5297.820801
	Iteration 7F: 3 clusters Score -5988290 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5989981.000000 Penalty: 5297.820801
	Iteration 8F: 3 clusters Score -5989981 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5991210.000000 Penalty: 5297.820801
	Iteration 9Q: 3 clusters Score -5991210 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5991906.500000 Penalty: 5297.820801
	Iteration 10Q: 3 clusters Score -5991906 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5992262.500000 Penalty: 5297.820801
	Iteration 11Q: 3 clusters Score -5992262 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -5992491.000000 Penalty: 5297.820801
	Iteration 12Q: 3 clusters Score -5992491 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -5992730.000000 Penalty: 5297.820801
	Iteration 13Q: 3 clusters Score -5992730 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -5992912.000000 Penalty: 5297.820801
	Iteration 14Q: 3 clusters Score -5992912 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5993120.000000 Penalty: 5297.820801
	Iteration 15Q: 3 clusters Score -5993120 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -5993338.000000 Penalty: 5297.820801
	Iteration 16Q: 3 clusters Score -5993338 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -5993565.500000 Penalty: 5297.820801
	Iteration 17Q: 3 clusters Score -5993566 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5993767.500000 Penalty: 5297.820801
	Iteration 18Q: 3 clusters Score -5993768 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -5993980.000000 Penalty: 5297.820801
	Iteration 19Q: 3 clusters Score -5993980 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5994135.000000 Penalty: 5297.820801
	Iteration 20F: 3 clusters Score -5994135 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5994371.500000 Penalty: 5297.820801
	Iteration 21Q: 3 clusters Score -5994372 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5994571.000000 Penalty: 5297.820801
	Iteration 22Q: 3 clusters Score -5994571 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5994773.500000 Penalty: 5297.820801
	Iteration 23Q: 3 clusters Score -5994774 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5994995.000000 Penalty: 5297.820801
	Iteration 24Q: 3 clusters Score -5994995 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5995179.000000 Penalty: 5297.820801
	Iteration 25Q: 3 clusters Score -5995179 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5995286.500000 Penalty: 5297.820801
	Iteration 26Q: 3 clusters Score -5995286 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5995368.000000 Penalty: 5297.820801
	Iteration 27Q: 3 clusters Score -5995368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -5995441.500000 Penalty: 5297.820801
	Iteration 28Q: 3 clusters Score -5995442 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -5995469.500000 Penalty: 5297.820801
	Iteration 29Q: 3 clusters Score -5995470 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -5995510.000000 Penalty: 5297.820801
	Iteration 30Q: 3 clusters Score -5995510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5995540.500000 Penalty: 5297.820801
	Iteration 31Q: 3 clusters Score -5995540 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -5995574.000000 Penalty: 5297.820801
	Iteration 32Q: 3 clusters Score -5995574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -5995609.500000 Penalty: 5297.820801
	Iteration 33Q: 3 clusters Score -5995610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -5995601.500000 Penalty: 5297.820801
	Iteration 34Q: 3 clusters Score -5995602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5995601.000000 Penalty: 5297.820801
	Iteration 35Q: 3 clusters Score -5995601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5995617.500000 Penalty: 5297.820801
	Iteration 36Q: 3 clusters Score -5995618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5995628.500000 Penalty: 5297.820801
	Iteration 37Q: 3 clusters Score -5995628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5995625.500000 Penalty: 5297.820801
	Iteration 38Q: 3 clusters Score -5995626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -5995624.000000 Penalty: 5297.820801
	Iteration 39Q: 3 clusters Score -5995624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5995621.500000 Penalty: 5297.820801
	Iteration 40F: 3 clusters Score -5995622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -5995624.500000 Penalty: 5297.820801
	Iteration 41Q: 3 clusters Score -5995624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -5995623.000000 Penalty: 5297.820801
	Iteration 42Q: 3 clusters Score -5995623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5995624.000000 Penalty: 5297.820801
	Iteration 43Q: 3 clusters Score -5995624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5995625.000000 Penalty: 5297.820801
	Iteration 44Q: 3 clusters Score -5995625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5995617.000000 Penalty: 5297.820801
	Iteration 45Q: 3 clusters Score -5995617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -5995620.500000 Penalty: 5297.820801
	Iteration 46Q: 3 clusters Score -5995620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5995622.000000 Penalty: 5297.820801
	Iteration 47Q: 3 clusters Score -5995622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5995621.000000 Penalty: 5297.820801
	Iteration 48Q: 3 clusters Score -5995621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5995621.000000 Penalty: 5297.820801
	Iteration 49F: 3 clusters Score -5995621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26702.443359 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26702.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26828.025391 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26828.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26865.652344 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -26865.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26892.175781 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -26892.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26924.894531 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -26924.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26956.998047 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -26957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26974.101562 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -26974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26980.542969 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -26980.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26998.998047 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -26999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27010.218750 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -27010.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27027.986328 Penalty: 2744.561279
	Iteration 10Q: 3 clusters Score -27027.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27083.769531 Penalty: 2744.561279
	Iteration 11Q: 3 clusters Score -27083.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27126.906250 Penalty: 2744.561279
	Iteration 12Q: 3 clusters Score -27126.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27169.208984 Penalty: 2744.561279
	Iteration 13Q: 3 clusters Score -27169.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27182.966797 Penalty: 2744.561279
	Iteration 14Q: 3 clusters Score -27182.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27225.998047 Penalty: 2744.561279
	Iteration 15Q: 3 clusters Score -27226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27289.074219 Penalty: 2744.561279
	Iteration 16Q: 3 clusters Score -27289.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27403.259766 Penalty: 2744.561279
	Iteration 17Q: 3 clusters Score -27403.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27454.380859 Penalty: 2744.561279
	Iteration 18Q: 3 clusters Score -27454.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27507.316406 Penalty: 2744.561279
	Iteration 19Q: 3 clusters Score -27507.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27551.867188 Penalty: 2744.561279
	Iteration 20F: 3 clusters Score -27551.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27634.021484 Penalty: 2744.561279
	Iteration 21Q: 3 clusters Score -27634.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27642.269531 Penalty: 2744.561279
	Iteration 22Q: 3 clusters Score -27642.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27642.269531 Penalty: 2744.561279
	Iteration 23F: 3 clusters Score -27642.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46930.863281 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -46930.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47118.089844 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47118.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47169.210938 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -47169.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47197.910156 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -47197.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47205.371094 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -47205.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47217.078125 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47217.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47223.121094 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47223.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47228.796875 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47234.699219 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -47234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47240.953125 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -47240.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47244.968750 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -47244.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47260.070312 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -47260.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47278.109375 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -47278.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47284.617188 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -47284.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47284.617188 Penalty: 2935.771240
	Iteration 14F: 3 clusters Score -47284.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -313621.500000 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -313621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -310886.062500 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -310886.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -311416.562500 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -311416.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -311546.718750 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -311546.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -311626.906250 Penalty: 3810.282715
	Iteration 3Q: 3 clusters Score -311626.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -311678.875000 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -311678.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -311705.875000 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -311705.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -311720.750000 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -311720.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -311731.281250 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -311731.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -311742.437500 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -311742.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -311751.031250 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -311751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -311758.718750 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -311758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -311766.843750 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -311766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -311772.468750 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -311772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -311773.875000 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -311773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -311774.625000 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -311774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -311775.687500 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -311775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -311777.781250 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -311777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -311779.031250 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -311779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -311780.343750 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -311780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -311781.500000 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -311781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -311783.812500 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -311783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -311784.156250 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -311784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -311784.156250 Penalty: 3810.282715
	Iteration 22F: 3 clusters Score -311784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -267634.125000 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -267634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -265119.718750 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -265119.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -265624.000000 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -265624 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -265780.718750 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -265780.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -265903.187500 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -265903.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -266010.437500 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -266010.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -266099.843750 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -266099.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -266180.718750 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -266180.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -266248.250000 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -266248.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -266306.281250 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -266306.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -266370.062500 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -266370.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -266404.531250 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -266404.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -266426.750000 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -266426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -266448.531250 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -266448.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -266462.375000 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -266462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -266470.531250 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -266470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -266481.968750 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -266482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -266494.218750 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -266494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -266507.375000 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -266507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -266519.281250 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -266519.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -266527.687500 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -266527.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -266539.437500 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -266539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -266550.500000 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -266550.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -266559.093750 Penalty: 3724.358398
	Iteration 22Q: 3 clusters Score -266559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -266568.156250 Penalty: 3724.358398
	Iteration 23Q: 3 clusters Score -266568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -266569.937500 Penalty: 3724.358398
	Iteration 24Q: 3 clusters Score -266569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -266569.937500 Penalty: 3724.358398
	Iteration 25F: 3 clusters Score -266569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 6851 members 
Mstep: Class 10 contains 39865 members 
Mstep: Class 11 contains 9692 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 65956 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46092 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11906 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144615 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 197214 members 
Mstep: Class 33 contains 43525 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478088.000000 Penalty: 119653.656250
Iteration 159Q: 37 clusters Score -9.547809e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 9011 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 39726 members 
Mstep: Class 11 contains 9696 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 65949 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 46092 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11906 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144646 members 
Mstep: Class 24 contains 6498 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 197343 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478192.000000 Penalty: 119653.656250
Iteration 160F: 37 clusters Score -9.547819e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 9009 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 6790 members 
Mstep: Class 10 contains 39599 members 
Mstep: Class 11 contains 9697 members 
Mstep: Class 12 contains 14413 members 
Mstep: Class 13 contains 65945 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46087 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11906 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144676 members 
Mstep: Class 24 contains 6497 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 197468 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478168.000000 Penalty: 119653.656250
Iteration 161Q: 37 clusters Score -9.547817e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 15378 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8999 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 6510 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 6766 members 
Mstep: Class 10 contains 39463 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 65939 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 46080 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11906 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144666 members 
Mstep: Class 24 contains 6498 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 197650 members 
Mstep: Class 33 contains 43539 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95478656.000000 Penalty: 119653.656250
Iteration 162Q: 37 clusters Score -9.547866e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15377 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8996 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 39354 members 
Mstep: Class 11 contains 9699 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 65934 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46070 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11906 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144625 members 
Mstep: Class 24 contains 6500 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 197854 members 
Mstep: Class 33 contains 43550 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479032.000000 Penalty: 119653.656250
Iteration 163Q: 37 clusters Score -9.547903e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 15374 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8994 members 
Mstep: Class 6 contains 11260 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 6686 members 
Mstep: Class 10 contains 39221 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 14417 members 
Mstep: Class 13 contains 65935 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46062 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144539 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 198128 members 
Mstep: Class 33 contains 43554 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479296.000000 Penalty: 119653.656250
Iteration 164Q: 37 clusters Score -9.54793e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8986 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 6513 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 6616 members 
Mstep: Class 10 contains 39068 members 
Mstep: Class 11 contains 9708 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 65935 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46053 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144393 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1585 members 
Mstep: Class 32 contains 198501 members 
Mstep: Class 33 contains 43560 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95479536.000000 Penalty: 119653.656250
Iteration 165Q: 37 clusters Score -9.547954e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15378 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8994 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 38906 members 
Mstep: Class 11 contains 9712 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 65936 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46043 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11904 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144277 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1586 members 
Mstep: Class 32 contains 198806 members 
Mstep: Class 33 contains 43564 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480040.000000 Penalty: 119653.656250
Iteration 166Q: 37 clusters Score -9.548004e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15376 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 6499 members 
Mstep: Class 10 contains 38735 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 65947 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 46034 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 144184 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1586 members 
Mstep: Class 32 contains 199120 members 
Mstep: Class 33 contains 43570 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480480.000000 Penalty: 119653.656250
Iteration 167Q: 37 clusters Score -9.548048e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15379 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8986 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 6459 members 
Mstep: Class 10 contains 38565 members 
Mstep: Class 11 contains 9697 members 
Mstep: Class 12 contains 14428 members 
Mstep: Class 13 contains 65953 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46021 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 144197 members 
Mstep: Class 24 contains 6505 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1587 members 
Mstep: Class 32 contains 199324 members 
Mstep: Class 33 contains 43575 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480744.000000 Penalty: 119653.656250
Iteration 168Q: 37 clusters Score -9.548074e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8963 members 
Mstep: Class 6 contains 11222 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 38411 members 
Mstep: Class 11 contains 9689 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 65960 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 46010 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11906 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 144262 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1587 members 
Mstep: Class 32 contains 199490 members 
Mstep: Class 33 contains 43581 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480776.000000 Penalty: 119653.656250
Iteration 169Q: 37 clusters Score -9.548078e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 15403 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8951 members 
Mstep: Class 6 contains 11218 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 38284 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 65955 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 46000 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11908 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 144276 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1587 members 
Mstep: Class 32 contains 199653 members 
Mstep: Class 33 contains 43589 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95480864.000000 Penalty: 119653.656250
Iteration 170Q: 37 clusters Score -9.548086e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8936 members 
Mstep: Class 6 contains 11208 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 6314 members 
Mstep: Class 10 contains 38123 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 65950 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 45996 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11910 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144363 members 
Mstep: Class 24 contains 6504 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1587 members 
Mstep: Class 32 contains 199791 members 
Mstep: Class 33 contains 43592 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481064.000000 Penalty: 119653.656250
Iteration 171Q: 37 clusters Score -9.548106e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 11197 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 6277 members 
Mstep: Class 10 contains 37959 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 14444 members 
Mstep: Class 13 contains 65948 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 45988 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11910 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144575 members 
Mstep: Class 24 contains 6502 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 1587 members 
Mstep: Class 32 contains 199813 members 
Mstep: Class 33 contains 43599 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481200.000000 Penalty: 119653.656250
Iteration 172Q: 37 clusters Score -9.54812e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 15422 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 11185 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 37797 members 
Mstep: Class 11 contains 9677 members 
Mstep: Class 12 contains 14445 members 
Mstep: Class 13 contains 65950 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 144768 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1587 members 
Mstep: Class 32 contains 199865 members 
Mstep: Class 33 contains 43601 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481504.000000 Penalty: 119653.656250
Iteration 173Q: 37 clusters Score -9.54815e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15424 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8816 members 
Mstep: Class 6 contains 11184 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 37666 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 14445 members 
Mstep: Class 13 contains 65959 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 45983 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 145069 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1588 members 
Mstep: Class 32 contains 199793 members 
Mstep: Class 33 contains 43603 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95481976.000000 Penalty: 119653.656250
Iteration 174Q: 37 clusters Score -9.548198e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15428 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 37525 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 14446 members 
Mstep: Class 13 contains 65962 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 45983 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 145443 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1588 members 
Mstep: Class 32 contains 199701 members 
Mstep: Class 33 contains 43608 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482576.000000 Penalty: 119653.656250
Iteration 175Q: 37 clusters Score -9.548258e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8704 members 
Mstep: Class 6 contains 11163 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 37407 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 14450 members 
Mstep: Class 13 contains 65969 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 145876 members 
Mstep: Class 24 contains 6502 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1586 members 
Mstep: Class 32 contains 199522 members 
Mstep: Class 33 contains 43608 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95482720.000000 Penalty: 119653.656250
Iteration 176Q: 37 clusters Score -9.548272e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8634 members 
Mstep: Class 6 contains 11135 members 
Mstep: Class 7 contains 6488 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 37288 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 14470 members 
Mstep: Class 13 contains 65969 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 45984 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 146355 members 
Mstep: Class 24 contains 6501 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1585 members 
Mstep: Class 32 contains 199314 members 
Mstep: Class 33 contains 43611 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95483272.000000 Penalty: 119653.656250
Iteration 177Q: 37 clusters Score -9.548327e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 11108 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 5753 members 
Mstep: Class 10 contains 37154 members 
Mstep: Class 11 contains 9660 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 65968 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 45985 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 146831 members 
Mstep: Class 24 contains 6497 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 199120 members 
Mstep: Class 33 contains 43614 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95483616.000000 Penalty: 119653.656250
Iteration 178Q: 37 clusters Score -9.548362e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8523 members 
Mstep: Class 6 contains 11108 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 37021 members 
Mstep: Class 11 contains 9651 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 13 contains 65951 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 147376 members 
Mstep: Class 24 contains 6498 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 292 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 198858 members 
Mstep: Class 33 contains 43618 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484320.000000 Penalty: 119653.656250
Iteration 179Q: 37 clusters Score -9.548432e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8460 members 
Mstep: Class 6 contains 11076 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 9631 members 
Mstep: Class 12 contains 14494 members 
Mstep: Class 13 contains 65936 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 45987 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 147949 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 292 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 198569 members 
Mstep: Class 33 contains 43618 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484640.000000 Penalty: 119653.656250
Iteration 180F: 37 clusters Score -9.548464e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15489 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 36794 members 
Mstep: Class 11 contains 9612 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 65921 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 45988 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 148479 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 292 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 198318 members 
Mstep: Class 33 contains 43617 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484720.000000 Penalty: 119653.656250
Iteration 181Q: 37 clusters Score -9.548472e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 15515 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 36691 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 14507 members 
Mstep: Class 13 contains 65901 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 45999 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11913 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 148997 members 
Mstep: Class 24 contains 6501 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 292 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 198036 members 
Mstep: Class 33 contains 43616 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484784.000000 Penalty: 119653.656250
Iteration 182Q: 37 clusters Score -9.548478e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 15524 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 11027 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 5278 members 
Mstep: Class 10 contains 36603 members 
Mstep: Class 11 contains 9587 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 65881 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 46000 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11914 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 149513 members 
Mstep: Class 24 contains 6505 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 197747 members 
Mstep: Class 33 contains 43618 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484680.000000 Penalty: 119653.656250
Iteration 183Q: 37 clusters Score -9.548468e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 15530 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 10 contains 36495 members 
Mstep: Class 11 contains 9580 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 65879 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 46005 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11915 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 149990 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 197496 members 
Mstep: Class 33 contains 43617 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95484968.000000 Penalty: 119653.656250
Iteration 184Q: 37 clusters Score -9.548497e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 15536 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 36392 members 
Mstep: Class 11 contains 9578 members 
Mstep: Class 12 contains 14538 members 
Mstep: Class 13 contains 65868 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 46009 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11915 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 150531 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1575 members 
Mstep: Class 32 contains 197207 members 
Mstep: Class 33 contains 43622 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485328.000000 Penalty: 119653.656250
Iteration 185Q: 37 clusters Score -9.548533e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 15535 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8144 members 
Mstep: Class 6 contains 10983 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 3042 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 36288 members 
Mstep: Class 11 contains 9576 members 
Mstep: Class 12 contains 14551 members 
Mstep: Class 13 contains 65852 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 46020 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11916 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 151025 members 
Mstep: Class 24 contains 6505 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1574 members 
Mstep: Class 32 contains 196976 members 
Mstep: Class 33 contains 43623 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485488.000000 Penalty: 119653.656250
Iteration 186Q: 37 clusters Score -9.548549e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 15539 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 3035 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 14554 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 46027 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11916 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 151465 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1572 members 
Mstep: Class 32 contains 196813 members 
Mstep: Class 33 contains 43624 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485712.000000 Penalty: 119653.656250
Iteration 187Q: 37 clusters Score -9.548571e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15549 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 10953 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 36066 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 12 contains 14559 members 
Mstep: Class 13 contains 65813 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 46035 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11915 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 151853 members 
Mstep: Class 24 contains 6509 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1570 members 
Mstep: Class 32 contains 196645 members 
Mstep: Class 33 contains 43630 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485536.000000 Penalty: 119653.656250
Iteration 188Q: 37 clusters Score -9.548554e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15550 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7993 members 
Mstep: Class 6 contains 10931 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 35976 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 12 contains 14568 members 
Mstep: Class 13 contains 65790 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46040 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 152175 members 
Mstep: Class 24 contains 6508 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1567 members 
Mstep: Class 32 contains 196548 members 
Mstep: Class 33 contains 43635 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485704.000000 Penalty: 119653.656250
Iteration 189Q: 37 clusters Score -9.54857e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 3484 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 10920 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 4726 members 
Mstep: Class 10 contains 35884 members 
Mstep: Class 11 contains 9552 members 
Mstep: Class 12 contains 14570 members 
Mstep: Class 13 contains 65766 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46039 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11918 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 152427 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1564 members 
Mstep: Class 32 contains 196507 members 
Mstep: Class 33 contains 43635 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95485792.000000 Penalty: 119653.656250
Iteration 190Q: 37 clusters Score -9.548579e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7873 members 
Mstep: Class 6 contains 10911 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 2988 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 35779 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 12 contains 14575 members 
Mstep: Class 13 contains 65743 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46043 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 152666 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1561 members 
Mstep: Class 32 contains 196513 members 
Mstep: Class 33 contains 43636 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486160.000000 Penalty: 119653.656250
Iteration 191Q: 37 clusters Score -9.548616e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15567 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 10909 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 35675 members 
Mstep: Class 11 contains 9547 members 
Mstep: Class 12 contains 14583 members 
Mstep: Class 13 contains 65737 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46043 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 152847 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 196526 members 
Mstep: Class 33 contains 43637 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486096.000000 Penalty: 119653.656250
Iteration 192Q: 37 clusters Score -9.54861e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15571 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 10895 members 
Mstep: Class 7 contains 6480 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 35568 members 
Mstep: Class 11 contains 9538 members 
Mstep: Class 12 contains 14592 members 
Mstep: Class 13 contains 65725 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46044 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 152956 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 196619 members 
Mstep: Class 33 contains 43637 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486248.000000 Penalty: 119653.656250
Iteration 193Q: 37 clusters Score -9.548625e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15580 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7792 members 
Mstep: Class 6 contains 10899 members 
Mstep: Class 7 contains 6479 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 35461 members 
Mstep: Class 11 contains 9536 members 
Mstep: Class 12 contains 14598 members 
Mstep: Class 13 contains 65710 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 46053 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11918 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 152955 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 196740 members 
Mstep: Class 33 contains 43643 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486256.000000 Penalty: 119653.656250
Iteration 194Q: 37 clusters Score -9.548626e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 15581 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 2961 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 35371 members 
Mstep: Class 11 contains 9525 members 
Mstep: Class 12 contains 14607 members 
Mstep: Class 13 contains 65702 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 46063 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 152868 members 
Mstep: Class 24 contains 6508 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1558 members 
Mstep: Class 32 contains 196963 members 
Mstep: Class 33 contains 43649 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486416.000000 Penalty: 119653.656250
Iteration 195Q: 37 clusters Score -9.548642e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15581 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 10890 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 35291 members 
Mstep: Class 11 contains 9520 members 
Mstep: Class 12 contains 14617 members 
Mstep: Class 13 contains 65699 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 46070 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 152749 members 
Mstep: Class 24 contains 6508 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1560 members 
Mstep: Class 32 contains 197227 members 
Mstep: Class 33 contains 43651 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486624.000000 Penalty: 119653.656250
Iteration 196Q: 37 clusters Score -9.548662e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15585 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 10888 members 
Mstep: Class 7 contains 6488 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 4395 members 
Mstep: Class 10 contains 35212 members 
Mstep: Class 11 contains 9519 members 
Mstep: Class 12 contains 14620 members 
Mstep: Class 13 contains 65691 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 46077 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11918 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 152605 members 
Mstep: Class 24 contains 6509 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1558 members 
Mstep: Class 32 contains 197493 members 
Mstep: Class 33 contains 43650 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486728.000000 Penalty: 119653.656250
Iteration 197Q: 37 clusters Score -9.548673e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15593 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 10886 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 2947 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 10 contains 35136 members 
Mstep: Class 11 contains 9519 members 
Mstep: Class 12 contains 14623 members 
Mstep: Class 13 contains 65686 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 46081 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11921 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 152484 members 
Mstep: Class 24 contains 6508 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 197744 members 
Mstep: Class 33 contains 43646 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95486976.000000 Penalty: 119653.656250
Iteration 198Q: 37 clusters Score -9.548698e+07 nChanged 969
Entering ConstructFrom: 
Score: -95486976.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -671575.312500 Penalty: 2100.012451
	Iteration 0F: 2 clusters Score -671575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -667186.687500 Penalty: 4200.024902
	Iteration 0F: 3 clusters Score -667186.7 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -668276.437500 Penalty: 4200.024902
	Iteration 1F: 3 clusters Score -668276.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -668498.437500 Penalty: 4200.024902
	Iteration 2F: 3 clusters Score -668498.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -668625.687500 Penalty: 4200.024902
	Iteration 3F: 3 clusters Score -668625.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -668708.937500 Penalty: 4200.024902
	Iteration 4Q: 3 clusters Score -668708.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -668766.562500 Penalty: 4200.024902
	Iteration 5Q: 3 clusters Score -668766.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -668819.875000 Penalty: 4200.024902
	Iteration 6Q: 3 clusters Score -668819.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -668865.625000 Penalty: 4200.024902
	Iteration 7Q: 3 clusters Score -668865.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -668903.000000 Penalty: 4200.024902
	Iteration 8Q: 3 clusters Score -668903 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -668943.375000 Penalty: 4200.024902
	Iteration 9Q: 3 clusters Score -668943.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -668985.812500 Penalty: 4200.024902
	Iteration 10Q: 3 clusters Score -668985.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -669021.875000 Penalty: 4200.024902
	Iteration 11Q: 3 clusters Score -669021.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -669057.750000 Penalty: 4200.024902
	Iteration 12Q: 3 clusters Score -669057.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -669092.875000 Penalty: 4200.024902
	Iteration 13Q: 3 clusters Score -669092.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -669130.625000 Penalty: 4200.024902
	Iteration 14Q: 3 clusters Score -669130.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -669177.875000 Penalty: 4200.024902
	Iteration 15Q: 3 clusters Score -669177.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -669216.000000 Penalty: 4200.024902
	Iteration 16Q: 3 clusters Score -669216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -669255.937500 Penalty: 4200.024902
	Iteration 17Q: 3 clusters Score -669255.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -669301.562500 Penalty: 4200.024902
	Iteration 18Q: 3 clusters Score -669301.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -669361.500000 Penalty: 4200.024902
	Iteration 19Q: 3 clusters Score -669361.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -669425.187500 Penalty: 4200.024902
	Iteration 20F: 3 clusters Score -669425.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -669494.125000 Penalty: 4200.024902
	Iteration 21Q: 3 clusters Score -669494.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -669544.125000 Penalty: 4200.024902
	Iteration 22Q: 3 clusters Score -669544.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -669578.500000 Penalty: 4200.024902
	Iteration 23Q: 3 clusters Score -669578.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -669615.687500 Penalty: 4200.024902
	Iteration 24Q: 3 clusters Score -669615.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -669655.687500 Penalty: 4200.024902
	Iteration 25Q: 3 clusters Score -669655.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -669695.125000 Penalty: 4200.024902
	Iteration 26Q: 3 clusters Score -669695.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -669736.187500 Penalty: 4200.024902
	Iteration 27Q: 3 clusters Score -669736.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -669770.125000 Penalty: 4200.024902
	Iteration 28Q: 3 clusters Score -669770.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -669813.875000 Penalty: 4200.024902
	Iteration 29Q: 3 clusters Score -669813.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -669861.937500 Penalty: 4200.024902
	Iteration 30Q: 3 clusters Score -669861.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -669912.625000 Penalty: 4200.024902
	Iteration 31Q: 3 clusters Score -669912.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -669966.750000 Penalty: 4200.024902
	Iteration 32Q: 3 clusters Score -669966.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -670013.812500 Penalty: 4200.024902
	Iteration 33Q: 3 clusters Score -670013.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -670061.500000 Penalty: 4200.024902
	Iteration 34Q: 3 clusters Score -670061.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -670105.687500 Penalty: 4200.024902
	Iteration 35Q: 3 clusters Score -670105.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -670150.750000 Penalty: 4200.024902
	Iteration 36Q: 3 clusters Score -670150.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -670184.312500 Penalty: 4200.024902
	Iteration 37Q: 3 clusters Score -670184.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -670201.937500 Penalty: 4200.024902
	Iteration 38Q: 3 clusters Score -670201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -670212.687500 Penalty: 4200.024902
	Iteration 39Q: 3 clusters Score -670212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -670222.875000 Penalty: 4200.024902
	Iteration 40F: 3 clusters Score -670222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -670234.062500 Penalty: 4200.024902
	Iteration 41Q: 3 clusters Score -670234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -670242.875000 Penalty: 4200.024902
	Iteration 42Q: 3 clusters Score -670242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -670251.187500 Penalty: 4200.024902
	Iteration 43Q: 3 clusters Score -670251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -670259.000000 Penalty: 4200.024902
	Iteration 44Q: 3 clusters Score -670259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -670273.312500 Penalty: 4200.024902
	Iteration 45Q: 3 clusters Score -670273.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -670281.187500 Penalty: 4200.024902
	Iteration 46Q: 3 clusters Score -670281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -670286.437500 Penalty: 4200.024902
	Iteration 47Q: 3 clusters Score -670286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -670291.312500 Penalty: 4200.024902
	Iteration 48Q: 3 clusters Score -670291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -670297.937500 Penalty: 4200.024902
	Iteration 49Q: 3 clusters Score -670297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -670298.187500 Penalty: 4200.024902
	Iteration 50Q: 3 clusters Score -670298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -670298.500000 Penalty: 4200.024902
	Iteration 51Q: 3 clusters Score -670298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -670298.500000 Penalty: 4200.024902
	Iteration 52F: 3 clusters Score -670298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -2282168.500000 Penalty: 2394.367188
	Iteration 0F: 2 clusters Score -2282168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2270852.500000 Penalty: 4788.734375
	Iteration 0F: 3 clusters Score -2270852 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2274324.000000 Penalty: 4788.734375
	Iteration 1F: 3 clusters Score -2274324 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2274722.500000 Penalty: 4788.734375
	Iteration 2F: 3 clusters Score -2274722 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2275068.500000 Penalty: 4788.734375
	Iteration 3F: 3 clusters Score -2275068 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2275333.250000 Penalty: 4788.734375
	Iteration 4Q: 3 clusters Score -2275333 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2275583.000000 Penalty: 4788.734375
	Iteration 5Q: 3 clusters Score -2275583 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2275845.250000 Penalty: 4788.734375
	Iteration 6Q: 3 clusters Score -2275845 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2276124.250000 Penalty: 4788.734375
	Iteration 7Q: 3 clusters Score -2276124 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2276451.000000 Penalty: 4788.734375
	Iteration 8Q: 3 clusters Score -2276451 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2276844.750000 Penalty: 4788.734375
	Iteration 9Q: 3 clusters Score -2276845 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2277271.250000 Penalty: 4788.734375
	Iteration 10Q: 3 clusters Score -2277271 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2277780.500000 Penalty: 4788.734375
	Iteration 11Q: 3 clusters Score -2277780 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2278315.250000 Penalty: 4788.734375
	Iteration 12Q: 3 clusters Score -2278315 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2278702.500000 Penalty: 4788.734375
	Iteration 13Q: 3 clusters Score -2278702 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2278977.250000 Penalty: 4788.734375
	Iteration 14Q: 3 clusters Score -2278977 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2279186.000000 Penalty: 4788.734375
	Iteration 15Q: 3 clusters Score -2279186 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2279343.000000 Penalty: 4788.734375
	Iteration 16Q: 3 clusters Score -2279343 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2279473.500000 Penalty: 4788.734375
	Iteration 17Q: 3 clusters Score -2279474 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2279592.500000 Penalty: 4788.734375
	Iteration 18Q: 3 clusters Score -2279592 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2279658.500000 Penalty: 4788.734375
	Iteration 19Q: 3 clusters Score -2279658 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2279737.750000 Penalty: 4788.734375
	Iteration 20F: 3 clusters Score -2279738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2279807.500000 Penalty: 4788.734375
	Iteration 21Q: 3 clusters Score -2279808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2279854.000000 Penalty: 4788.734375
	Iteration 22Q: 3 clusters Score -2279854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2279892.250000 Penalty: 4788.734375
	Iteration 23Q: 3 clusters Score -2279892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2279930.250000 Penalty: 4788.734375
	Iteration 24Q: 3 clusters Score -2279930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2279958.250000 Penalty: 4788.734375
	Iteration 25Q: 3 clusters Score -2279958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2279985.750000 Penalty: 4788.734375
	Iteration 26Q: 3 clusters Score -2279986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2280015.500000 Penalty: 4788.734375
	Iteration 27Q: 3 clusters Score -2280016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2280040.000000 Penalty: 4788.734375
	Iteration 28Q: 3 clusters Score -2280040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2280055.500000 Penalty: 4788.734375
	Iteration 29Q: 3 clusters Score -2280056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2280064.750000 Penalty: 4788.734375
	Iteration 30Q: 3 clusters Score -2280065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2280076.750000 Penalty: 4788.734375
	Iteration 31Q: 3 clusters Score -2280077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2280091.750000 Penalty: 4788.734375
	Iteration 32Q: 3 clusters Score -2280092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2280103.500000 Penalty: 4788.734375
	Iteration 33Q: 3 clusters Score -2280104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2280103.500000 Penalty: 4788.734375
	Iteration 34Q: 3 clusters Score -2280104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2280109.250000 Penalty: 4788.734375
	Iteration 35Q: 3 clusters Score -2280109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2280114.500000 Penalty: 4788.734375
	Iteration 36Q: 3 clusters Score -2280114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2280117.250000 Penalty: 4788.734375
	Iteration 37Q: 3 clusters Score -2280117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2280129.000000 Penalty: 4788.734375
	Iteration 38Q: 3 clusters Score -2280129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2280143.750000 Penalty: 4788.734375
	Iteration 39Q: 3 clusters Score -2280144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2280145.000000 Penalty: 4788.734375
	Iteration 40F: 3 clusters Score -2280145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2280147.250000 Penalty: 4788.734375
	Iteration 41Q: 3 clusters Score -2280147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2280150.750000 Penalty: 4788.734375
	Iteration 42Q: 3 clusters Score -2280151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2280156.750000 Penalty: 4788.734375
	Iteration 43Q: 3 clusters Score -2280157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2280161.500000 Penalty: 4788.734375
	Iteration 44Q: 3 clusters Score -2280162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2280161.500000 Penalty: 4788.734375
	Iteration 45F: 3 clusters Score -2280162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -516745.687500 Penalty: 2029.066772
	Iteration 0F: 2 clusters Score -516745.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -513171.906250 Penalty: 4058.133545
	Iteration 0F: 3 clusters Score -513171.9 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -513969.281250 Penalty: 4058.133545
	Iteration 1F: 3 clusters Score -513969.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -514191.781250 Penalty: 4058.133545
	Iteration 2F: 3 clusters Score -514191.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -514349.781250 Penalty: 4058.133545
	Iteration 3F: 3 clusters Score -514349.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -514476.562500 Penalty: 4058.133545
	Iteration 4Q: 3 clusters Score -514476.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -514611.406250 Penalty: 4058.133545
	Iteration 5Q: 3 clusters Score -514611.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -514735.437500 Penalty: 4058.133545
	Iteration 6Q: 3 clusters Score -514735.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -514861.593750 Penalty: 4058.133545
	Iteration 7Q: 3 clusters Score -514861.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -514956.625000 Penalty: 4058.133545
	Iteration 8Q: 3 clusters Score -514956.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -515040.656250 Penalty: 4058.133545
	Iteration 9Q: 3 clusters Score -515040.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -515106.968750 Penalty: 4058.133545
	Iteration 10Q: 3 clusters Score -515107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -515170.875000 Penalty: 4058.133545
	Iteration 11Q: 3 clusters Score -515170.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -515209.312500 Penalty: 4058.133545
	Iteration 12Q: 3 clusters Score -515209.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -515233.531250 Penalty: 4058.133545
	Iteration 13Q: 3 clusters Score -515233.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -515262.281250 Penalty: 4058.133545
	Iteration 14Q: 3 clusters Score -515262.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -515284.937500 Penalty: 4058.133545
	Iteration 15Q: 3 clusters Score -515284.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -515304.625000 Penalty: 4058.133545
	Iteration 16Q: 3 clusters Score -515304.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -515320.875000 Penalty: 4058.133545
	Iteration 17Q: 3 clusters Score -515320.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -515328.187500 Penalty: 4058.133545
	Iteration 18Q: 3 clusters Score -515328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -515338.687500 Penalty: 4058.133545
	Iteration 19Q: 3 clusters Score -515338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -515345.062500 Penalty: 4058.133545
	Iteration 20F: 3 clusters Score -515345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -515354.125000 Penalty: 4058.133545
	Iteration 21Q: 3 clusters Score -515354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -515359.437500 Penalty: 4058.133545
	Iteration 22Q: 3 clusters Score -515359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -515362.093750 Penalty: 4058.133545
	Iteration 23Q: 3 clusters Score -515362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -515363.531250 Penalty: 4058.133545
	Iteration 24Q: 3 clusters Score -515363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -515365.062500 Penalty: 4058.133545
	Iteration 25Q: 3 clusters Score -515365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -515367.062500 Penalty: 4058.133545
	Iteration 26Q: 3 clusters Score -515367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -515367.593750 Penalty: 4058.133545
	Iteration 27Q: 3 clusters Score -515367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -515368.000000 Penalty: 4058.133545
	Iteration 28Q: 3 clusters Score -515368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -515368.000000 Penalty: 4058.133545
	Iteration 29F: 3 clusters Score -515368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100393.843750 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100393.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100740.007812 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100854.984375 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -100855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100973.781250 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -100973.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101137.218750 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -101137.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101408.226562 Penalty: 3324.172363
	Iteration 5F: 3 clusters Score -101408.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101587.648438 Penalty: 3324.172363
	Iteration 6F: 3 clusters Score -101587.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101669.492188 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -101669.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101729.906250 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -101729.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101785.687500 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -101785.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101871.453125 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -101871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -101945.585938 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -101945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101990.656250 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -101990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -102025.390625 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -102025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102066.281250 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -102066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102103.437500 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -102103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102109.382812 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -102109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102111.125000 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -102111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102111.125000 Penalty: 3324.172363
	Iteration 18F: 3 clusters Score -102111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Entering Unmasked Estep 
Score: -1137077.625000 Penalty: 2219.539062
	Iteration 0F: 2 clusters Score -1137078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1130821.625000 Penalty: 4439.078125
	Iteration 0F: 3 clusters Score -1130822 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1132493.750000 Penalty: 4439.078125
	Iteration 1F: 3 clusters Score -1132494 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1132747.875000 Penalty: 4439.078125
	Iteration 2F: 3 clusters Score -1132748 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1132931.500000 Penalty: 4439.078125
	Iteration 3F: 3 clusters Score -1132932 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1133070.625000 Penalty: 4439.078125
	Iteration 4Q: 3 clusters Score -1133071 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1133186.375000 Penalty: 4439.078125
	Iteration 5Q: 3 clusters Score -1133186 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1133291.750000 Penalty: 4439.078125
	Iteration 6Q: 3 clusters Score -1133292 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1133412.500000 Penalty: 4439.078125
	Iteration 7Q: 3 clusters Score -1133412 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1133538.625000 Penalty: 4439.078125
	Iteration 8Q: 3 clusters Score -1133539 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1133674.625000 Penalty: 4439.078125
	Iteration 9Q: 3 clusters Score -1133675 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1133806.000000 Penalty: 4439.078125
	Iteration 10Q: 3 clusters Score -1133806 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1133910.875000 Penalty: 4439.078125
	Iteration 11Q: 3 clusters Score -1133911 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1134020.125000 Penalty: 4439.078125
	Iteration 12Q: 3 clusters Score -1134020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1134140.750000 Penalty: 4439.078125
	Iteration 13Q: 3 clusters Score -1134141 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1134253.000000 Penalty: 4439.078125
	Iteration 14Q: 3 clusters Score -1134253 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1134345.375000 Penalty: 4439.078125
	Iteration 15Q: 3 clusters Score -1134345 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1134431.750000 Penalty: 4439.078125
	Iteration 16Q: 3 clusters Score -1134432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1134513.375000 Penalty: 4439.078125
	Iteration 17Q: 3 clusters Score -1134513 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1134602.750000 Penalty: 4439.078125
	Iteration 18Q: 3 clusters Score -1134603 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1134669.125000 Penalty: 4439.078125
	Iteration 19Q: 3 clusters Score -1134669 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1134722.250000 Penalty: 4439.078125
	Iteration 20F: 3 clusters Score -1134722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1134766.875000 Penalty: 4439.078125
	Iteration 21Q: 3 clusters Score -1134767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1134811.125000 Penalty: 4439.078125
	Iteration 22Q: 3 clusters Score -1134811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1134854.125000 Penalty: 4439.078125
	Iteration 23Q: 3 clusters Score -1134854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1134902.500000 Penalty: 4439.078125
	Iteration 24Q: 3 clusters Score -1134902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1134940.625000 Penalty: 4439.078125
	Iteration 25Q: 3 clusters Score -1134941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1134984.750000 Penalty: 4439.078125
	Iteration 26Q: 3 clusters Score -1134985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1135027.000000 Penalty: 4439.078125
	Iteration 27Q: 3 clusters Score -1135027 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1135073.375000 Penalty: 4439.078125
	Iteration 28Q: 3 clusters Score -1135073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1135112.250000 Penalty: 4439.078125
	Iteration 29Q: 3 clusters Score -1135112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1135156.250000 Penalty: 4439.078125
	Iteration 30Q: 3 clusters Score -1135156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1135202.125000 Penalty: 4439.078125
	Iteration 31Q: 3 clusters Score -1135202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1135241.375000 Penalty: 4439.078125
	Iteration 32Q: 3 clusters Score -1135241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1135267.125000 Penalty: 4439.078125
	Iteration 33Q: 3 clusters Score -1135267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1135296.375000 Penalty: 4439.078125
	Iteration 34Q: 3 clusters Score -1135296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1135318.500000 Penalty: 4439.078125
	Iteration 35Q: 3 clusters Score -1135318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1135333.125000 Penalty: 4439.078125
	Iteration 36Q: 3 clusters Score -1135333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1135350.625000 Penalty: 4439.078125
	Iteration 37Q: 3 clusters Score -1135351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1135363.500000 Penalty: 4439.078125
	Iteration 38Q: 3 clusters Score -1135364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1135374.125000 Penalty: 4439.078125
	Iteration 39Q: 3 clusters Score -1135374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1135387.750000 Penalty: 4439.078125
	Iteration 40F: 3 clusters Score -1135388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1135390.750000 Penalty: 4439.078125
	Iteration 41Q: 3 clusters Score -1135391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1135395.625000 Penalty: 4439.078125
	Iteration 42Q: 3 clusters Score -1135396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1135398.000000 Penalty: 4439.078125
	Iteration 43Q: 3 clusters Score -1135398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1135402.250000 Penalty: 4439.078125
	Iteration 44Q: 3 clusters Score -1135402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1135402.375000 Penalty: 4439.078125
	Iteration 45Q: 3 clusters Score -1135402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1135403.500000 Penalty: 4439.078125
	Iteration 46Q: 3 clusters Score -1135404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1135405.500000 Penalty: 4439.078125
	Iteration 47Q: 3 clusters Score -1135406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1135405.375000 Penalty: 4439.078125
	Iteration 48Q: 3 clusters Score -1135405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1135405.375000 Penalty: 4439.078125
	Iteration 49F: 3 clusters Score -1135405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Entering Unmasked Estep 
Score: -1566677.625000 Penalty: 2305.286133
	Iteration 0F: 2 clusters Score -1566678 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 5480 members 
Entering Unmasked Estep 
Score: -1558431.625000 Penalty: 4610.572266
	Iteration 0F: 3 clusters Score -1558432 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1560834.000000 Penalty: 4610.572266
	Iteration 1F: 3 clusters Score -1560834 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1561228.625000 Penalty: 4610.572266
	Iteration 2F: 3 clusters Score -1561229 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1561509.250000 Penalty: 4610.572266
	Iteration 3F: 3 clusters Score -1561509 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1561737.250000 Penalty: 4610.572266
	Iteration 4Q: 3 clusters Score -1561737 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1561934.125000 Penalty: 4610.572266
	Iteration 5Q: 3 clusters Score -1561934 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1562098.375000 Penalty: 4610.572266
	Iteration 6Q: 3 clusters Score -1562098 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1562254.875000 Penalty: 4610.572266
	Iteration 7Q: 3 clusters Score -1562255 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1562430.500000 Penalty: 4610.572266
	Iteration 8Q: 3 clusters Score -1562430 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1562608.625000 Penalty: 4610.572266
	Iteration 9Q: 3 clusters Score -1562609 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1562783.000000 Penalty: 4610.572266
	Iteration 10Q: 3 clusters Score -1562783 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1562963.125000 Penalty: 4610.572266
	Iteration 11Q: 3 clusters Score -1562963 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1563142.250000 Penalty: 4610.572266
	Iteration 12Q: 3 clusters Score -1563142 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1563335.125000 Penalty: 4610.572266
	Iteration 13Q: 3 clusters Score -1563335 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1563514.500000 Penalty: 4610.572266
	Iteration 14Q: 3 clusters Score -1563514 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1563691.625000 Penalty: 4610.572266
	Iteration 15Q: 3 clusters Score -1563692 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1563858.000000 Penalty: 4610.572266
	Iteration 16Q: 3 clusters Score -1563858 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1564006.375000 Penalty: 4610.572266
	Iteration 17Q: 3 clusters Score -1564006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1564128.125000 Penalty: 4610.572266
	Iteration 18Q: 3 clusters Score -1564128 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1564217.125000 Penalty: 4610.572266
	Iteration 19Q: 3 clusters Score -1564217 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1564295.250000 Penalty: 4610.572266
	Iteration 20F: 3 clusters Score -1564295 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1564364.375000 Penalty: 4610.572266
	Iteration 21Q: 3 clusters Score -1564364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1564404.375000 Penalty: 4610.572266
	Iteration 22Q: 3 clusters Score -1564404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1564441.125000 Penalty: 4610.572266
	Iteration 23Q: 3 clusters Score -1564441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1564478.125000 Penalty: 4610.572266
	Iteration 24Q: 3 clusters Score -1564478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1564512.750000 Penalty: 4610.572266
	Iteration 25Q: 3 clusters Score -1564513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1564545.625000 Penalty: 4610.572266
	Iteration 26Q: 3 clusters Score -1564546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1564579.125000 Penalty: 4610.572266
	Iteration 27Q: 3 clusters Score -1564579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1564610.250000 Penalty: 4610.572266
	Iteration 28Q: 3 clusters Score -1564610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1564636.875000 Penalty: 4610.572266
	Iteration 29Q: 3 clusters Score -1564637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1564654.875000 Penalty: 4610.572266
	Iteration 30Q: 3 clusters Score -1564655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1564667.875000 Penalty: 4610.572266
	Iteration 31Q: 3 clusters Score -1564668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1564679.250000 Penalty: 4610.572266
	Iteration 32Q: 3 clusters Score -1564679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1564684.375000 Penalty: 4610.572266
	Iteration 33Q: 3 clusters Score -1564684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1564689.625000 Penalty: 4610.572266
	Iteration 34Q: 3 clusters Score -1564690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1564696.375000 Penalty: 4610.572266
	Iteration 35Q: 3 clusters Score -1564696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1564704.750000 Penalty: 4610.572266
	Iteration 36Q: 3 clusters Score -1564705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1564711.625000 Penalty: 4610.572266
	Iteration 37Q: 3 clusters Score -1564712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1564724.625000 Penalty: 4610.572266
	Iteration 38Q: 3 clusters Score -1564725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1564734.375000 Penalty: 4610.572266
	Iteration 39Q: 3 clusters Score -1564734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1564741.375000 Penalty: 4610.572266
	Iteration 40F: 3 clusters Score -1564741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1564753.125000 Penalty: 4610.572266
	Iteration 41Q: 3 clusters Score -1564753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1564758.000000 Penalty: 4610.572266
	Iteration 42Q: 3 clusters Score -1564758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1564766.000000 Penalty: 4610.572266
	Iteration 43Q: 3 clusters Score -1564766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1564766.875000 Penalty: 4610.572266
	Iteration 44Q: 3 clusters Score -1564767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1564771.875000 Penalty: 4610.572266
	Iteration 45Q: 3 clusters Score -1564772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1564777.875000 Penalty: 4610.572266
	Iteration 46Q: 3 clusters Score -1564778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1564780.875000 Penalty: 4610.572266
	Iteration 47Q: 3 clusters Score -1564781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1564787.750000 Penalty: 4610.572266
	Iteration 48Q: 3 clusters Score -1564788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1564791.125000 Penalty: 4610.572266
	Iteration 49Q: 3 clusters Score -1564791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1564796.375000 Penalty: 4610.572266
	Iteration 50Q: 3 clusters Score -1564796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1564808.750000 Penalty: 4610.572266
	Iteration 51Q: 3 clusters Score -1564809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1564821.625000 Penalty: 4610.572266
	Iteration 52Q: 3 clusters Score -1564822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1564826.750000 Penalty: 4610.572266
	Iteration 53Q: 3 clusters Score -1564827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1564832.250000 Penalty: 4610.572266
	Iteration 54Q: 3 clusters Score -1564832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1564841.500000 Penalty: 4610.572266
	Iteration 55Q: 3 clusters Score -1564842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1564850.125000 Penalty: 4610.572266
	Iteration 56Q: 3 clusters Score -1564850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1564853.250000 Penalty: 4610.572266
	Iteration 57Q: 3 clusters Score -1564853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1564859.625000 Penalty: 4610.572266
	Iteration 58Q: 3 clusters Score -1564860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1564862.875000 Penalty: 4610.572266
	Iteration 59Q: 3 clusters Score -1564863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1564870.125000 Penalty: 4610.572266
	Iteration 60F: 3 clusters Score -1564870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1564869.250000 Penalty: 4610.572266
	Iteration 61Q: 3 clusters Score -1564869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1564870.875000 Penalty: 4610.572266
	Iteration 62Q: 3 clusters Score -1564871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1564876.000000 Penalty: 4610.572266
	Iteration 63Q: 3 clusters Score -1564876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1564874.875000 Penalty: 4610.572266
	Iteration 64Q: 3 clusters Score -1564875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1564877.125000 Penalty: 4610.572266
	Iteration 65Q: 3 clusters Score -1564877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1564877.125000 Penalty: 4610.572266
	Iteration 66F: 3 clusters Score -1564877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -897807.875000 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -897807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -892373.437500 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -892373.4 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -893981.375000 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -893981.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -894338.687500 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -894338.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -894695.375000 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -894695.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -895034.125000 Penalty: 4353.437988
	Iteration 4F: 3 clusters Score -895034.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -895349.562500 Penalty: 4353.437988
	Iteration 5F: 3 clusters Score -895349.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -895628.500000 Penalty: 4353.437988
	Iteration 6F: 3 clusters Score -895628.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -895876.562500 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -895876.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -896100.250000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -896100.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -896268.625000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -896268.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -896359.687500 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -896359.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -896421.562500 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -896421.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -896460.437500 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -896460.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -896487.125000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -896487.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -896515.500000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -896515.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -896530.500000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -896530.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -896544.125000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -896544.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -896555.750000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -896555.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -896557.875000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -896557.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -896562.562500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -896562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -896564.062500 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -896564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -896566.375000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -896566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -896567.812500 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -896567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -896567.250000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -896567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -896567.250000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -896567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -896569.062500 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -896569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -896570.000000 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -896570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -896570.625000 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -896570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -896572.687500 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -896572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -896573.312500 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -896573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -896575.562500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -896575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -896577.750000 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -896577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -896577.750000 Penalty: 4353.437988
	Iteration 32F: 3 clusters Score -896577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -425439.781250 Penalty: 1980.821777
	Iteration 0F: 2 clusters Score -425439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -422212.093750 Penalty: 3961.643555
	Iteration 0F: 3 clusters Score -422212.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -422784.562500 Penalty: 3961.643555
	Iteration 1F: 3 clusters Score -422784.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -422921.375000 Penalty: 3961.643555
	Iteration 2F: 3 clusters Score -422921.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -423041.250000 Penalty: 3961.643555
	Iteration 3Q: 3 clusters Score -423041.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -423144.562500 Penalty: 3961.643555
	Iteration 4Q: 3 clusters Score -423144.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -423235.000000 Penalty: 3961.643555
	Iteration 5Q: 3 clusters Score -423235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -423316.875000 Penalty: 3961.643555
	Iteration 6Q: 3 clusters Score -423316.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -423395.156250 Penalty: 3961.643555
	Iteration 7Q: 3 clusters Score -423395.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -423452.750000 Penalty: 3961.643555
	Iteration 8Q: 3 clusters Score -423452.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -423506.812500 Penalty: 3961.643555
	Iteration 9Q: 3 clusters Score -423506.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -423549.750000 Penalty: 3961.643555
	Iteration 10Q: 3 clusters Score -423549.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -423580.281250 Penalty: 3961.643555
	Iteration 11Q: 3 clusters Score -423580.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -423609.593750 Penalty: 3961.643555
	Iteration 12Q: 3 clusters Score -423609.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -423637.937500 Penalty: 3961.643555
	Iteration 13Q: 3 clusters Score -423637.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -423668.875000 Penalty: 3961.643555
	Iteration 14Q: 3 clusters Score -423668.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -423698.656250 Penalty: 3961.643555
	Iteration 15Q: 3 clusters Score -423698.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -423716.937500 Penalty: 3961.643555
	Iteration 16Q: 3 clusters Score -423716.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -423735.156250 Penalty: 3961.643555
	Iteration 17Q: 3 clusters Score -423735.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -423746.000000 Penalty: 3961.643555
	Iteration 18Q: 3 clusters Score -423746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -423753.968750 Penalty: 3961.643555
	Iteration 19Q: 3 clusters Score -423754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -423762.718750 Penalty: 3961.643555
	Iteration 20F: 3 clusters Score -423762.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -423770.718750 Penalty: 3961.643555
	Iteration 21Q: 3 clusters Score -423770.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -423778.843750 Penalty: 3961.643555
	Iteration 22Q: 3 clusters Score -423778.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -423790.687500 Penalty: 3961.643555
	Iteration 23Q: 3 clusters Score -423790.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -423798.656250 Penalty: 3961.643555
	Iteration 24Q: 3 clusters Score -423798.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -423803.406250 Penalty: 3961.643555
	Iteration 25Q: 3 clusters Score -423803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -423807.156250 Penalty: 3961.643555
	Iteration 26Q: 3 clusters Score -423807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -423810.875000 Penalty: 3961.643555
	Iteration 27Q: 3 clusters Score -423810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -423815.468750 Penalty: 3961.643555
	Iteration 28Q: 3 clusters Score -423815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -423822.062500 Penalty: 3961.643555
	Iteration 29Q: 3 clusters Score -423822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -423827.437500 Penalty: 3961.643555
	Iteration 30Q: 3 clusters Score -423827.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -423834.218750 Penalty: 3961.643555
	Iteration 31Q: 3 clusters Score -423834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -423838.187500 Penalty: 3961.643555
	Iteration 32Q: 3 clusters Score -423838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -423843.093750 Penalty: 3961.643555
	Iteration 33Q: 3 clusters Score -423843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -423844.468750 Penalty: 3961.643555
	Iteration 34Q: 3 clusters Score -423844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -423844.187500 Penalty: 3961.643555
	Iteration 35Q: 3 clusters Score -423844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -423844.281250 Penalty: 3961.643555
	Iteration 36Q: 3 clusters Score -423844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -423845.406250 Penalty: 3961.643555
	Iteration 37Q: 3 clusters Score -423845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -423848.000000 Penalty: 3961.643555
	Iteration 38Q: 3 clusters Score -423848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -423850.812500 Penalty: 3961.643555
	Iteration 39Q: 3 clusters Score -423850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -423853.562500 Penalty: 3961.643555
	Iteration 40F: 3 clusters Score -423853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -423855.031250 Penalty: 3961.643555
	Iteration 41Q: 3 clusters Score -423855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -423857.781250 Penalty: 3961.643555
	Iteration 42Q: 3 clusters Score -423857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -423863.781250 Penalty: 3961.643555
	Iteration 43Q: 3 clusters Score -423863.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -423869.656250 Penalty: 3961.643555
	Iteration 44Q: 3 clusters Score -423869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -423875.218750 Penalty: 3961.643555
	Iteration 45Q: 3 clusters Score -423875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -423875.593750 Penalty: 3961.643555
	Iteration 46Q: 3 clusters Score -423875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -423875.593750 Penalty: 3961.643555
	Iteration 47F: 3 clusters Score -423875.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -639974.687500 Penalty: 2073.703857
	Iteration 0F: 2 clusters Score -639974.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -635950.562500 Penalty: 4147.407715
	Iteration 0F: 3 clusters Score -635950.6 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -636869.062500 Penalty: 4147.407715
	Iteration 1F: 3 clusters Score -636869.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -637066.875000 Penalty: 4147.407715
	Iteration 2F: 3 clusters Score -637066.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -637180.750000 Penalty: 4147.407715
	Iteration 3Q: 3 clusters Score -637180.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -637244.125000 Penalty: 4147.407715
	Iteration 4Q: 3 clusters Score -637244.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -637280.750000 Penalty: 4147.407715
	Iteration 5Q: 3 clusters Score -637280.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -637306.500000 Penalty: 4147.407715
	Iteration 6Q: 3 clusters Score -637306.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -637327.062500 Penalty: 4147.407715
	Iteration 7Q: 3 clusters Score -637327.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -637352.250000 Penalty: 4147.407715
	Iteration 8Q: 3 clusters Score -637352.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -637373.500000 Penalty: 4147.407715
	Iteration 9Q: 3 clusters Score -637373.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -637396.312500 Penalty: 4147.407715
	Iteration 10Q: 3 clusters Score -637396.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -637419.875000 Penalty: 4147.407715
	Iteration 11Q: 3 clusters Score -637419.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -637447.875000 Penalty: 4147.407715
	Iteration 12Q: 3 clusters Score -637447.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -637465.500000 Penalty: 4147.407715
	Iteration 13Q: 3 clusters Score -637465.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -637490.312500 Penalty: 4147.407715
	Iteration 14Q: 3 clusters Score -637490.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -637514.000000 Penalty: 4147.407715
	Iteration 15Q: 3 clusters Score -637514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -637543.375000 Penalty: 4147.407715
	Iteration 16Q: 3 clusters Score -637543.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -637570.562500 Penalty: 4147.407715
	Iteration 17Q: 3 clusters Score -637570.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -637590.062500 Penalty: 4147.407715
	Iteration 18Q: 3 clusters Score -637590.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -637606.000000 Penalty: 4147.407715
	Iteration 19Q: 3 clusters Score -637606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -637619.812500 Penalty: 4147.407715
	Iteration 20F: 3 clusters Score -637619.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -637634.250000 Penalty: 4147.407715
	Iteration 21Q: 3 clusters Score -637634.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -637654.937500 Penalty: 4147.407715
	Iteration 22Q: 3 clusters Score -637654.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -637675.500000 Penalty: 4147.407715
	Iteration 23Q: 3 clusters Score -637675.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -637695.125000 Penalty: 4147.407715
	Iteration 24Q: 3 clusters Score -637695.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -637708.500000 Penalty: 4147.407715
	Iteration 25Q: 3 clusters Score -637708.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -637722.125000 Penalty: 4147.407715
	Iteration 26Q: 3 clusters Score -637722.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -637739.000000 Penalty: 4147.407715
	Iteration 27Q: 3 clusters Score -637739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -637750.875000 Penalty: 4147.407715
	Iteration 28Q: 3 clusters Score -637750.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -637763.687500 Penalty: 4147.407715
	Iteration 29Q: 3 clusters Score -637763.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -637777.875000 Penalty: 4147.407715
	Iteration 30Q: 3 clusters Score -637777.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -637789.625000 Penalty: 4147.407715
	Iteration 31Q: 3 clusters Score -637789.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -637808.125000 Penalty: 4147.407715
	Iteration 32Q: 3 clusters Score -637808.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -637828.562500 Penalty: 4147.407715
	Iteration 33Q: 3 clusters Score -637828.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -637850.187500 Penalty: 4147.407715
	Iteration 34Q: 3 clusters Score -637850.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -637865.500000 Penalty: 4147.407715
	Iteration 35Q: 3 clusters Score -637865.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -637877.625000 Penalty: 4147.407715
	Iteration 36Q: 3 clusters Score -637877.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -637884.812500 Penalty: 4147.407715
	Iteration 37Q: 3 clusters Score -637884.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -637888.812500 Penalty: 4147.407715
	Iteration 38Q: 3 clusters Score -637888.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -637896.500000 Penalty: 4147.407715
	Iteration 39Q: 3 clusters Score -637896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -637905.562500 Penalty: 4147.407715
	Iteration 40F: 3 clusters Score -637905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -637912.000000 Penalty: 4147.407715
	Iteration 41Q: 3 clusters Score -637912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -637915.562500 Penalty: 4147.407715
	Iteration 42Q: 3 clusters Score -637915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -637919.812500 Penalty: 4147.407715
	Iteration 43Q: 3 clusters Score -637919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -637922.312500 Penalty: 4147.407715
	Iteration 44Q: 3 clusters Score -637922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -637925.375000 Penalty: 4147.407715
	Iteration 45Q: 3 clusters Score -637925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -637926.875000 Penalty: 4147.407715
	Iteration 46Q: 3 clusters Score -637926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -637931.312500 Penalty: 4147.407715
	Iteration 47Q: 3 clusters Score -637931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -637934.875000 Penalty: 4147.407715
	Iteration 48Q: 3 clusters Score -637934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -637939.500000 Penalty: 4147.407715
	Iteration 49Q: 3 clusters Score -637939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -637950.125000 Penalty: 4147.407715
	Iteration 50Q: 3 clusters Score -637950.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -637955.625000 Penalty: 4147.407715
	Iteration 51Q: 3 clusters Score -637955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -637960.000000 Penalty: 4147.407715
	Iteration 52Q: 3 clusters Score -637960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -637961.375000 Penalty: 4147.407715
	Iteration 53Q: 3 clusters Score -637961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -637966.812500 Penalty: 4147.407715
	Iteration 54Q: 3 clusters Score -637966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -637972.937500 Penalty: 4147.407715
	Iteration 55Q: 3 clusters Score -637972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -637981.625000 Penalty: 4147.407715
	Iteration 56Q: 3 clusters Score -637981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -637988.750000 Penalty: 4147.407715
	Iteration 57Q: 3 clusters Score -637988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -637991.812500 Penalty: 4147.407715
	Iteration 58Q: 3 clusters Score -637991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -637994.375000 Penalty: 4147.407715
	Iteration 59Q: 3 clusters Score -637994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -637997.000000 Penalty: 4147.407715
	Iteration 60F: 3 clusters Score -637997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -637999.375000 Penalty: 4147.407715
	Iteration 61Q: 3 clusters Score -637999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -638005.187500 Penalty: 4147.407715
	Iteration 62Q: 3 clusters Score -638005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -638010.750000 Penalty: 4147.407715
	Iteration 63Q: 3 clusters Score -638010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -638013.437500 Penalty: 4147.407715
	Iteration 64Q: 3 clusters Score -638013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -638017.062500 Penalty: 4147.407715
	Iteration 65Q: 3 clusters Score -638017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -638020.500000 Penalty: 4147.407715
	Iteration 66Q: 3 clusters Score -638020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -638025.875000 Penalty: 4147.407715
	Iteration 67Q: 3 clusters Score -638025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -638029.562500 Penalty: 4147.407715
	Iteration 68Q: 3 clusters Score -638029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -638032.437500 Penalty: 4147.407715
	Iteration 69Q: 3 clusters Score -638032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -638034.437500 Penalty: 4147.407715
	Iteration 70Q: 3 clusters Score -638034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -638033.812500 Penalty: 4147.407715
	Iteration 71Q: 3 clusters Score -638033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -638033.812500 Penalty: 4147.407715
	Iteration 72F: 3 clusters Score -638033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Entering Unmasked Estep 
Score: -5171712.500000 Penalty: 2595.401611
	Iteration 0F: 2 clusters Score -5171712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5147766.500000 Penalty: 5190.803223
	Iteration 0F: 3 clusters Score -5147766 nChanged 15918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -5156563.000000 Penalty: 5190.803223
	Iteration 1F: 3 clusters Score -5156563 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -5157097.000000 Penalty: 5190.803223
	Iteration 2Q: 3 clusters Score -5157097 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5157594.000000 Penalty: 5190.803223
	Iteration 3Q: 3 clusters Score -5157594 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5158085.000000 Penalty: 5190.803223
	Iteration 4Q: 3 clusters Score -5158085 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5158679.000000 Penalty: 5190.803223
	Iteration 5Q: 3 clusters Score -5158679 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -5159506.500000 Penalty: 5190.803223
	Iteration 6Q: 3 clusters Score -5159506 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -5160663.500000 Penalty: 5190.803223
	Iteration 7F: 3 clusters Score -5160664 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5162107.500000 Penalty: 5190.803223
	Iteration 8F: 3 clusters Score -5162108 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5163931.000000 Penalty: 5190.803223
	Iteration 9F: 3 clusters Score -5163931 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -5165509.500000 Penalty: 5190.803223
	Iteration 10F: 3 clusters Score -5165510 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5166818.000000 Penalty: 5190.803223
	Iteration 11Q: 3 clusters Score -5166818 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5167813.000000 Penalty: 5190.803223
	Iteration 12Q: 3 clusters Score -5167813 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5168420.000000 Penalty: 5190.803223
	Iteration 13Q: 3 clusters Score -5168420 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5168818.500000 Penalty: 5190.803223
	Iteration 14Q: 3 clusters Score -5168818 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5169061.000000 Penalty: 5190.803223
	Iteration 15Q: 3 clusters Score -5169061 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5169222.500000 Penalty: 5190.803223
	Iteration 16Q: 3 clusters Score -5169222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5169306.000000 Penalty: 5190.803223
	Iteration 17Q: 3 clusters Score -5169306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5169356.500000 Penalty: 5190.803223
	Iteration 18Q: 3 clusters Score -5169356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5169384.500000 Penalty: 5190.803223
	Iteration 19Q: 3 clusters Score -5169384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5169401.500000 Penalty: 5190.803223
	Iteration 20F: 3 clusters Score -5169402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5169424.000000 Penalty: 5190.803223
	Iteration 21Q: 3 clusters Score -5169424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5169430.500000 Penalty: 5190.803223
	Iteration 22Q: 3 clusters Score -5169430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5169438.500000 Penalty: 5190.803223
	Iteration 23Q: 3 clusters Score -5169438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5169448.000000 Penalty: 5190.803223
	Iteration 24Q: 3 clusters Score -5169448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5169452.000000 Penalty: 5190.803223
	Iteration 25Q: 3 clusters Score -5169452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5169464.000000 Penalty: 5190.803223
	Iteration 26Q: 3 clusters Score -5169464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5169481.000000 Penalty: 5190.803223
	Iteration 27Q: 3 clusters Score -5169481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5169486.500000 Penalty: 5190.803223
	Iteration 28Q: 3 clusters Score -5169486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5169500.500000 Penalty: 5190.803223
	Iteration 29Q: 3 clusters Score -5169500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5169504.500000 Penalty: 5190.803223
	Iteration 30Q: 3 clusters Score -5169504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5169510.500000 Penalty: 5190.803223
	Iteration 31Q: 3 clusters Score -5169510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5169516.000000 Penalty: 5190.803223
	Iteration 32Q: 3 clusters Score -5169516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5169517.000000 Penalty: 5190.803223
	Iteration 33Q: 3 clusters Score -5169517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5169515.000000 Penalty: 5190.803223
	Iteration 34Q: 3 clusters Score -5169515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5169515.500000 Penalty: 5190.803223
	Iteration 35Q: 3 clusters Score -5169516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5169518.000000 Penalty: 5190.803223
	Iteration 36Q: 3 clusters Score -5169518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5169520.000000 Penalty: 5190.803223
	Iteration 37Q: 3 clusters Score -5169520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5169520.000000 Penalty: 5190.803223
	Iteration 38F: 3 clusters Score -5169520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -1379082.875000 Penalty: 2271.939209
	Iteration 0F: 2 clusters Score -1379083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1371778.250000 Penalty: 4543.878418
	Iteration 0F: 3 clusters Score -1371778 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1373996.875000 Penalty: 4543.878418
	Iteration 1F: 3 clusters Score -1373997 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1374334.000000 Penalty: 4543.878418
	Iteration 2F: 3 clusters Score -1374334 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1374550.250000 Penalty: 4543.878418
	Iteration 3F: 3 clusters Score -1374550 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1374737.500000 Penalty: 4543.878418
	Iteration 4Q: 3 clusters Score -1374738 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1374906.250000 Penalty: 4543.878418
	Iteration 5Q: 3 clusters Score -1374906 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1375067.875000 Penalty: 4543.878418
	Iteration 6Q: 3 clusters Score -1375068 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1375245.625000 Penalty: 4543.878418
	Iteration 7Q: 3 clusters Score -1375246 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1375483.750000 Penalty: 4543.878418
	Iteration 8Q: 3 clusters Score -1375484 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1375726.000000 Penalty: 4543.878418
	Iteration 9Q: 3 clusters Score -1375726 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1375978.875000 Penalty: 4543.878418
	Iteration 10Q: 3 clusters Score -1375979 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1376253.125000 Penalty: 4543.878418
	Iteration 11Q: 3 clusters Score -1376253 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1376568.875000 Penalty: 4543.878418
	Iteration 12Q: 3 clusters Score -1376569 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1376855.125000 Penalty: 4543.878418
	Iteration 13Q: 3 clusters Score -1376855 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1377094.625000 Penalty: 4543.878418
	Iteration 14Q: 3 clusters Score -1377095 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1377300.000000 Penalty: 4543.878418
	Iteration 15Q: 3 clusters Score -1377300 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1377467.250000 Penalty: 4543.878418
	Iteration 16Q: 3 clusters Score -1377467 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1377582.500000 Penalty: 4543.878418
	Iteration 17Q: 3 clusters Score -1377582 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1377676.750000 Penalty: 4543.878418
	Iteration 18Q: 3 clusters Score -1377677 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1377745.875000 Penalty: 4543.878418
	Iteration 19Q: 3 clusters Score -1377746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1377806.000000 Penalty: 4543.878418
	Iteration 20F: 3 clusters Score -1377806 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1377873.625000 Penalty: 4543.878418
	Iteration 21Q: 3 clusters Score -1377874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1377912.750000 Penalty: 4543.878418
	Iteration 22Q: 3 clusters Score -1377913 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1377965.750000 Penalty: 4543.878418
	Iteration 23Q: 3 clusters Score -1377966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1378003.750000 Penalty: 4543.878418
	Iteration 24Q: 3 clusters Score -1378004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1378032.750000 Penalty: 4543.878418
	Iteration 25Q: 3 clusters Score -1378033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1378052.750000 Penalty: 4543.878418
	Iteration 26Q: 3 clusters Score -1378053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1378066.000000 Penalty: 4543.878418
	Iteration 27Q: 3 clusters Score -1378066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1378076.250000 Penalty: 4543.878418
	Iteration 28Q: 3 clusters Score -1378076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1378085.125000 Penalty: 4543.878418
	Iteration 29Q: 3 clusters Score -1378085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1378094.875000 Penalty: 4543.878418
	Iteration 30Q: 3 clusters Score -1378095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1378100.000000 Penalty: 4543.878418
	Iteration 31Q: 3 clusters Score -1378100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1378109.625000 Penalty: 4543.878418
	Iteration 32Q: 3 clusters Score -1378110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1378115.625000 Penalty: 4543.878418
	Iteration 33Q: 3 clusters Score -1378116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1378126.625000 Penalty: 4543.878418
	Iteration 34Q: 3 clusters Score -1378127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1378135.875000 Penalty: 4543.878418
	Iteration 35Q: 3 clusters Score -1378136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1378134.125000 Penalty: 4543.878418
	Iteration 36Q: 3 clusters Score -1378134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1378139.250000 Penalty: 4543.878418
	Iteration 37Q: 3 clusters Score -1378139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1378142.500000 Penalty: 4543.878418
	Iteration 38Q: 3 clusters Score -1378142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1378141.750000 Penalty: 4543.878418
	Iteration 39Q: 3 clusters Score -1378142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1378142.250000 Penalty: 4543.878418
	Iteration 40F: 3 clusters Score -1378142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1378142.375000 Penalty: 4543.878418
	Iteration 41Q: 3 clusters Score -1378142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1378142.375000 Penalty: 4543.878418
	Iteration 42F: 3 clusters Score -1378142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Entering Unmasked Estep 
Score: -2147568.000000 Penalty: 2378.424072
	Iteration 0F: 2 clusters Score -2147568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2136898.750000 Penalty: 4756.848145
	Iteration 0F: 3 clusters Score -2136899 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2140307.000000 Penalty: 4756.848145
	Iteration 1F: 3 clusters Score -2140307 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2140723.500000 Penalty: 4756.848145
	Iteration 2F: 3 clusters Score -2140724 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2141068.250000 Penalty: 4756.848145
	Iteration 3F: 3 clusters Score -2141068 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2141430.750000 Penalty: 4756.848145
	Iteration 4Q: 3 clusters Score -2141431 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2141831.750000 Penalty: 4756.848145
	Iteration 5F: 3 clusters Score -2141832 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2142283.500000 Penalty: 4756.848145
	Iteration 6F: 3 clusters Score -2142284 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2142736.750000 Penalty: 4756.848145
	Iteration 7F: 3 clusters Score -2142737 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2143210.500000 Penalty: 4756.848145
	Iteration 8Q: 3 clusters Score -2143210 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2143718.250000 Penalty: 4756.848145
	Iteration 9Q: 3 clusters Score -2143718 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2144161.000000 Penalty: 4756.848145
	Iteration 10Q: 3 clusters Score -2144161 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2144526.250000 Penalty: 4756.848145
	Iteration 11Q: 3 clusters Score -2144526 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2144849.500000 Penalty: 4756.848145
	Iteration 12Q: 3 clusters Score -2144850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2145061.500000 Penalty: 4756.848145
	Iteration 13Q: 3 clusters Score -2145062 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2145217.500000 Penalty: 4756.848145
	Iteration 14Q: 3 clusters Score -2145218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2145317.000000 Penalty: 4756.848145
	Iteration 15Q: 3 clusters Score -2145317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2145396.000000 Penalty: 4756.848145
	Iteration 16Q: 3 clusters Score -2145396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2145440.500000 Penalty: 4756.848145
	Iteration 17Q: 3 clusters Score -2145440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2145479.250000 Penalty: 4756.848145
	Iteration 18Q: 3 clusters Score -2145479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2145492.250000 Penalty: 4756.848145
	Iteration 19Q: 3 clusters Score -2145492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2145508.000000 Penalty: 4756.848145
	Iteration 20F: 3 clusters Score -2145508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2145513.250000 Penalty: 4756.848145
	Iteration 21Q: 3 clusters Score -2145513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2145522.250000 Penalty: 4756.848145
	Iteration 22Q: 3 clusters Score -2145522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2145525.250000 Penalty: 4756.848145
	Iteration 23Q: 3 clusters Score -2145525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2145527.000000 Penalty: 4756.848145
	Iteration 24Q: 3 clusters Score -2145527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2145527.000000 Penalty: 4756.848145
	Iteration 25Q: 3 clusters Score -2145527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2145530.000000 Penalty: 4756.848145
	Iteration 26Q: 3 clusters Score -2145530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2145530.500000 Penalty: 4756.848145
	Iteration 27Q: 3 clusters Score -2145530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2145530.500000 Penalty: 4756.848145
	Iteration 28F: 3 clusters Score -2145530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Entering Unmasked Estep 
Score: -9695755.000000 Penalty: 2750.967285
	Iteration 0F: 2 clusters Score -9695755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -9651472.000000 Penalty: 5501.934570
	Iteration 0F: 3 clusters Score -9651472 nChanged 30723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -9668612.000000 Penalty: 5501.934570
	Iteration 1F: 3 clusters Score -9668612 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -9669309.000000 Penalty: 5501.934570
	Iteration 2Q: 3 clusters Score -9669309 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -9670059.000000 Penalty: 5501.934570
	Iteration 3Q: 3 clusters Score -9670059 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -9670969.000000 Penalty: 5501.934570
	Iteration 4Q: 3 clusters Score -9670969 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -9672240.000000 Penalty: 5501.934570
	Iteration 5Q: 3 clusters Score -9672240 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -9673869.000000 Penalty: 5501.934570
	Iteration 6Q: 3 clusters Score -9673869 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -9676019.000000 Penalty: 5501.934570
	Iteration 7F: 3 clusters Score -9676019 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -9678686.000000 Penalty: 5501.934570
	Iteration 8F: 3 clusters Score -9678686 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -9681710.000000 Penalty: 5501.934570
	Iteration 9F: 3 clusters Score -9681710 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -9684951.000000 Penalty: 5501.934570
	Iteration 10F: 3 clusters Score -9684951 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -9687947.000000 Penalty: 5501.934570
	Iteration 11F: 3 clusters Score -9687947 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -9690451.000000 Penalty: 5501.934570
	Iteration 12Q: 3 clusters Score -9690451 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -9692086.000000 Penalty: 5501.934570
	Iteration 13Q: 3 clusters Score -9692086 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9693059.000000 Penalty: 5501.934570
	Iteration 14Q: 3 clusters Score -9693059 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9693647.000000 Penalty: 5501.934570
	Iteration 15Q: 3 clusters Score -9693647 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9694012.000000 Penalty: 5501.934570
	Iteration 16Q: 3 clusters Score -9694012 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9694243.000000 Penalty: 5501.934570
	Iteration 17Q: 3 clusters Score -9694243 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9694387.000000 Penalty: 5501.934570
	Iteration 18Q: 3 clusters Score -9694387 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9694472.000000 Penalty: 5501.934570
	Iteration 19Q: 3 clusters Score -9694472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9694512.000000 Penalty: 5501.934570
	Iteration 20F: 3 clusters Score -9694512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9694549.000000 Penalty: 5501.934570
	Iteration 21Q: 3 clusters Score -9694549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9694591.000000 Penalty: 5501.934570
	Iteration 22Q: 3 clusters Score -9694591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9694604.000000 Penalty: 5501.934570
	Iteration 23Q: 3 clusters Score -9694604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9694605.000000 Penalty: 5501.934570
	Iteration 24Q: 3 clusters Score -9694605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9694624.000000 Penalty: 5501.934570
	Iteration 25Q: 3 clusters Score -9694624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9694619.000000 Penalty: 5501.934570
	Iteration 26Q: 3 clusters Score -9694619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9694635.000000 Penalty: 5501.934570
	Iteration 27Q: 3 clusters Score -9694635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9694625.000000 Penalty: 5501.934570
	Iteration 28Q: 3 clusters Score -9694625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9694637.000000 Penalty: 5501.934570
	Iteration 29Q: 3 clusters Score -9694637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9694639.000000 Penalty: 5501.934570
	Iteration 30Q: 3 clusters Score -9694639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9694637.000000 Penalty: 5501.934570
	Iteration 31Q: 3 clusters Score -9694637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9694639.000000 Penalty: 5501.934570
	Iteration 32Q: 3 clusters Score -9694639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9694639.000000 Penalty: 5501.934570
	Iteration 33Q: 3 clusters Score -9694639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9694635.000000 Penalty: 5501.934570
	Iteration 34Q: 3 clusters Score -9694635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9694639.000000 Penalty: 5501.934570
	Iteration 35Q: 3 clusters Score -9694639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9694632.000000 Penalty: 5501.934570
	Iteration 36Q: 3 clusters Score -9694632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9694632.000000 Penalty: 5501.934570
	Iteration 37F: 3 clusters Score -9694632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76317.273438 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76317.27 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76636.539062 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76636.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76877.867188 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -76877.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77178.421875 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -77178.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77399.960938 Penalty: 3188.340332
	Iteration 4F: 3 clusters Score -77399.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77616.367188 Penalty: 3188.340332
	Iteration 5F: 3 clusters Score -77616.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77758.515625 Penalty: 3188.340332
	Iteration 6F: 3 clusters Score -77758.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77829.851562 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77829.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77866.757812 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77866.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77878.328125 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -77878.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77887.039062 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -77887.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77888.804688 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -77888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77888.804688 Penalty: 3188.340332
	Iteration 12F: 3 clusters Score -77888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -133563.390625 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -133563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131655.125000 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -131655.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131914.453125 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -131914.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131976.437500 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -131976.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -132000.453125 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -132000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -132028.500000 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -132028.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132049.062500 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -132049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -132067.390625 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -132067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -132081.468750 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -132081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -132086.062500 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -132086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132087.140625 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -132087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132087.578125 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -132087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132087.578125 Penalty: 3396.610596
	Iteration 11F: 3 clusters Score -132087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Entering Unmasked Estep 
Score: -6763733.500000 Penalty: 2663.084229
	Iteration 0F: 2 clusters Score -6763734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -6732569.500000 Penalty: 5326.168457
	Iteration 0F: 3 clusters Score -6732570 nChanged 21149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6744583.000000 Penalty: 5326.168457
	Iteration 1F: 3 clusters Score -6744583 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -6745190.500000 Penalty: 5326.168457
	Iteration 2Q: 3 clusters Score -6745190 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -6745710.500000 Penalty: 5326.168457
	Iteration 3Q: 3 clusters Score -6745710 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -6746298.500000 Penalty: 5326.168457
	Iteration 4Q: 3 clusters Score -6746298 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -6746933.000000 Penalty: 5326.168457
	Iteration 5Q: 3 clusters Score -6746933 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -6747735.000000 Penalty: 5326.168457
	Iteration 6Q: 3 clusters Score -6747735 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6748821.500000 Penalty: 5326.168457
	Iteration 7Q: 3 clusters Score -6748822 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -6750016.500000 Penalty: 5326.168457
	Iteration 8Q: 3 clusters Score -6750016 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -6751513.500000 Penalty: 5326.168457
	Iteration 9F: 3 clusters Score -6751514 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -6753144.000000 Penalty: 5326.168457
	Iteration 10F: 3 clusters Score -6753144 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -6754686.000000 Penalty: 5326.168457
	Iteration 11Q: 3 clusters Score -6754686 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -6755855.500000 Penalty: 5326.168457
	Iteration 12Q: 3 clusters Score -6755856 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -6756671.500000 Penalty: 5326.168457
	Iteration 13Q: 3 clusters Score -6756672 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -6757182.000000 Penalty: 5326.168457
	Iteration 14Q: 3 clusters Score -6757182 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -6757618.000000 Penalty: 5326.168457
	Iteration 15Q: 3 clusters Score -6757618 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -6758048.000000 Penalty: 5326.168457
	Iteration 16Q: 3 clusters Score -6758048 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -6758362.500000 Penalty: 5326.168457
	Iteration 17Q: 3 clusters Score -6758362 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -6758698.000000 Penalty: 5326.168457
	Iteration 18Q: 3 clusters Score -6758698 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -6759013.000000 Penalty: 5326.168457
	Iteration 19Q: 3 clusters Score -6759013 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -6759225.000000 Penalty: 5326.168457
	Iteration 20F: 3 clusters Score -6759225 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -6759416.500000 Penalty: 5326.168457
	Iteration 21Q: 3 clusters Score -6759416 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -6759592.000000 Penalty: 5326.168457
	Iteration 22Q: 3 clusters Score -6759592 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -6759747.000000 Penalty: 5326.168457
	Iteration 23Q: 3 clusters Score -6759747 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6759929.500000 Penalty: 5326.168457
	Iteration 24Q: 3 clusters Score -6759930 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -6760056.000000 Penalty: 5326.168457
	Iteration 25Q: 3 clusters Score -6760056 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6760243.000000 Penalty: 5326.168457
	Iteration 26Q: 3 clusters Score -6760243 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -6760419.000000 Penalty: 5326.168457
	Iteration 27Q: 3 clusters Score -6760419 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -6760553.000000 Penalty: 5326.168457
	Iteration 28Q: 3 clusters Score -6760553 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -6760726.000000 Penalty: 5326.168457
	Iteration 29Q: 3 clusters Score -6760726 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -6760844.000000 Penalty: 5326.168457
	Iteration 30Q: 3 clusters Score -6760844 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -6760928.000000 Penalty: 5326.168457
	Iteration 31Q: 3 clusters Score -6760928 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6761003.500000 Penalty: 5326.168457
	Iteration 32Q: 3 clusters Score -6761004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -6761075.000000 Penalty: 5326.168457
	Iteration 33Q: 3 clusters Score -6761075 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -6761115.000000 Penalty: 5326.168457
	Iteration 34Q: 3 clusters Score -6761115 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -6761159.000000 Penalty: 5326.168457
	Iteration 35Q: 3 clusters Score -6761159 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -6761188.500000 Penalty: 5326.168457
	Iteration 36Q: 3 clusters Score -6761188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -6761227.500000 Penalty: 5326.168457
	Iteration 37Q: 3 clusters Score -6761228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -6761272.500000 Penalty: 5326.168457
	Iteration 38Q: 3 clusters Score -6761272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -6761297.500000 Penalty: 5326.168457
	Iteration 39Q: 3 clusters Score -6761298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -6761322.500000 Penalty: 5326.168457
	Iteration 40F: 3 clusters Score -6761322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -6761340.500000 Penalty: 5326.168457
	Iteration 41Q: 3 clusters Score -6761340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -6761356.500000 Penalty: 5326.168457
	Iteration 42Q: 3 clusters Score -6761356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6761366.500000 Penalty: 5326.168457
	Iteration 43Q: 3 clusters Score -6761366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -6761382.500000 Penalty: 5326.168457
	Iteration 44Q: 3 clusters Score -6761382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -6761394.000000 Penalty: 5326.168457
	Iteration 45Q: 3 clusters Score -6761394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -6761408.500000 Penalty: 5326.168457
	Iteration 46Q: 3 clusters Score -6761408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -6761412.500000 Penalty: 5326.168457
	Iteration 47Q: 3 clusters Score -6761412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -6761402.500000 Penalty: 5326.168457
	Iteration 48Q: 3 clusters Score -6761402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -6761410.000000 Penalty: 5326.168457
	Iteration 49Q: 3 clusters Score -6761410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -6761424.000000 Penalty: 5326.168457
	Iteration 50Q: 3 clusters Score -6761424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -6761436.000000 Penalty: 5326.168457
	Iteration 51Q: 3 clusters Score -6761436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -6761447.000000 Penalty: 5326.168457
	Iteration 52Q: 3 clusters Score -6761447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -6761434.500000 Penalty: 5326.168457
	Iteration 53Q: 3 clusters Score -6761434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -6761443.500000 Penalty: 5326.168457
	Iteration 54Q: 3 clusters Score -6761444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -6761442.500000 Penalty: 5326.168457
	Iteration 55Q: 3 clusters Score -6761442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -6761460.500000 Penalty: 5326.168457
	Iteration 56Q: 3 clusters Score -6761460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6761467.000000 Penalty: 5326.168457
	Iteration 57Q: 3 clusters Score -6761467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -6761475.500000 Penalty: 5326.168457
	Iteration 58Q: 3 clusters Score -6761476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -6761478.000000 Penalty: 5326.168457
	Iteration 59Q: 3 clusters Score -6761478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -6761483.500000 Penalty: 5326.168457
	Iteration 60F: 3 clusters Score -6761484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -6761486.500000 Penalty: 5326.168457
	Iteration 61Q: 3 clusters Score -6761486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6761490.500000 Penalty: 5326.168457
	Iteration 62Q: 3 clusters Score -6761490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -6761496.000000 Penalty: 5326.168457
	Iteration 63Q: 3 clusters Score -6761496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6761492.500000 Penalty: 5326.168457
	Iteration 64Q: 3 clusters Score -6761492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6761493.000000 Penalty: 5326.168457
	Iteration 65Q: 3 clusters Score -6761493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6761493.000000 Penalty: 5326.168457
	Iteration 66F: 3 clusters Score -6761493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49912.167969 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49912.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50066.796875 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50066.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50146.941406 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -50146.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50195.105469 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -50195.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50220.289062 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -50220.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50253.242188 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -50253.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50299.796875 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -50299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50358.964844 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -50358.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50485.125000 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -50485.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50986.136719 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -50986.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51091.960938 Penalty: 2971.766357
	Iteration 10F: 3 clusters Score -51091.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51141.140625 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -51141.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51159.183594 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -51159.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51159.183594 Penalty: 2971.766357
	Iteration 13F: 3 clusters Score -51159.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Entering Unmasked Estep 
Score: -1508361.000000 Penalty: 2327.804443
	Iteration 0F: 2 clusters Score -1508361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1499504.875000 Penalty: 4655.608887
	Iteration 0F: 3 clusters Score -1499505 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1502267.125000 Penalty: 4655.608887
	Iteration 1F: 3 clusters Score -1502267 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1502830.250000 Penalty: 4655.608887
	Iteration 2F: 3 clusters Score -1502830 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1503393.625000 Penalty: 4655.608887
	Iteration 3F: 3 clusters Score -1503394 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1503860.375000 Penalty: 4655.608887
	Iteration 4F: 3 clusters Score -1503860 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1504278.750000 Penalty: 4655.608887
	Iteration 5F: 3 clusters Score -1504279 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1504654.250000 Penalty: 4655.608887
	Iteration 6F: 3 clusters Score -1504654 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1504946.625000 Penalty: 4655.608887
	Iteration 7Q: 3 clusters Score -1504947 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1505227.625000 Penalty: 4655.608887
	Iteration 8Q: 3 clusters Score -1505228 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1505475.875000 Penalty: 4655.608887
	Iteration 9Q: 3 clusters Score -1505476 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1505680.750000 Penalty: 4655.608887
	Iteration 10Q: 3 clusters Score -1505681 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1505883.000000 Penalty: 4655.608887
	Iteration 11Q: 3 clusters Score -1505883 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1506052.000000 Penalty: 4655.608887
	Iteration 12Q: 3 clusters Score -1506052 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1506191.375000 Penalty: 4655.608887
	Iteration 13Q: 3 clusters Score -1506191 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1506306.125000 Penalty: 4655.608887
	Iteration 14Q: 3 clusters Score -1506306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1506380.000000 Penalty: 4655.608887
	Iteration 15Q: 3 clusters Score -1506380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1506425.375000 Penalty: 4655.608887
	Iteration 16Q: 3 clusters Score -1506425 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1506481.500000 Penalty: 4655.608887
	Iteration 17Q: 3 clusters Score -1506482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1506533.250000 Penalty: 4655.608887
	Iteration 18Q: 3 clusters Score -1506533 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1506578.500000 Penalty: 4655.608887
	Iteration 19Q: 3 clusters Score -1506578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1506625.125000 Penalty: 4655.608887
	Iteration 20F: 3 clusters Score -1506625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1506659.750000 Penalty: 4655.608887
	Iteration 21Q: 3 clusters Score -1506660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1506686.000000 Penalty: 4655.608887
	Iteration 22Q: 3 clusters Score -1506686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1506719.250000 Penalty: 4655.608887
	Iteration 23Q: 3 clusters Score -1506719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1506752.875000 Penalty: 4655.608887
	Iteration 24Q: 3 clusters Score -1506753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1506781.500000 Penalty: 4655.608887
	Iteration 25Q: 3 clusters Score -1506782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1506807.375000 Penalty: 4655.608887
	Iteration 26Q: 3 clusters Score -1506807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1506831.875000 Penalty: 4655.608887
	Iteration 27Q: 3 clusters Score -1506832 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1506864.125000 Penalty: 4655.608887
	Iteration 28Q: 3 clusters Score -1506864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1506889.250000 Penalty: 4655.608887
	Iteration 29Q: 3 clusters Score -1506889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1506920.000000 Penalty: 4655.608887
	Iteration 30Q: 3 clusters Score -1506920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1506950.500000 Penalty: 4655.608887
	Iteration 31Q: 3 clusters Score -1506950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1506978.000000 Penalty: 4655.608887
	Iteration 32Q: 3 clusters Score -1506978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1507003.250000 Penalty: 4655.608887
	Iteration 33Q: 3 clusters Score -1507003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1507027.375000 Penalty: 4655.608887
	Iteration 34Q: 3 clusters Score -1507027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1507037.375000 Penalty: 4655.608887
	Iteration 35Q: 3 clusters Score -1507037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1507046.375000 Penalty: 4655.608887
	Iteration 36Q: 3 clusters Score -1507046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1507056.375000 Penalty: 4655.608887
	Iteration 37Q: 3 clusters Score -1507056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1507065.500000 Penalty: 4655.608887
	Iteration 38Q: 3 clusters Score -1507066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1507070.875000 Penalty: 4655.608887
	Iteration 39Q: 3 clusters Score -1507071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1507078.750000 Penalty: 4655.608887
	Iteration 40F: 3 clusters Score -1507079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1507082.250000 Penalty: 4655.608887
	Iteration 41Q: 3 clusters Score -1507082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1507089.000000 Penalty: 4655.608887
	Iteration 42Q: 3 clusters Score -1507089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1507091.000000 Penalty: 4655.608887
	Iteration 43Q: 3 clusters Score -1507091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1507091.875000 Penalty: 4655.608887
	Iteration 44Q: 3 clusters Score -1507092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1507094.375000 Penalty: 4655.608887
	Iteration 45Q: 3 clusters Score -1507094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1507094.000000 Penalty: 4655.608887
	Iteration 46Q: 3 clusters Score -1507094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1507096.125000 Penalty: 4655.608887
	Iteration 47Q: 3 clusters Score -1507096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1507095.250000 Penalty: 4655.608887
	Iteration 48Q: 3 clusters Score -1507095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1507095.875000 Penalty: 4655.608887
	Iteration 49Q: 3 clusters Score -1507096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1507099.000000 Penalty: 4655.608887
	Iteration 50Q: 3 clusters Score -1507099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1507101.750000 Penalty: 4655.608887
	Iteration 51Q: 3 clusters Score -1507102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1507102.125000 Penalty: 4655.608887
	Iteration 52Q: 3 clusters Score -1507102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1507101.875000 Penalty: 4655.608887
	Iteration 53Q: 3 clusters Score -1507102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1507101.125000 Penalty: 4655.608887
	Iteration 54Q: 3 clusters Score -1507101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1507101.125000 Penalty: 4655.608887
	Iteration 55F: 3 clusters Score -1507101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46174.097656 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -46174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44754.742188 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -44754.74 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44992.851562 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -44992.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45068.476562 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -45068.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45104.746094 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -45104.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45145.640625 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -45145.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45187.265625 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -45187.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45217.789062 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -45217.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45266.691406 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -45266.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45294.570312 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -45294.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45312.121094 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -45312.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45346.082031 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -45346.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45391.199219 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -45391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45415.828125 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -45415.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45431.941406 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -45431.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45446.585938 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -45446.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45470.894531 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -45470.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45473.039062 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -45473.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45480.304688 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -45480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45483.910156 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -45483.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45491.320312 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -45491.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45498.359375 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -45498.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45512.996094 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -45513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45520.285156 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -45520.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45528.359375 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -45528.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45535.257812 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -45535.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45553.867188 Penalty: 3051.755371
	Iteration 25Q: 3 clusters Score -45553.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45560.527344 Penalty: 3051.755371
	Iteration 26Q: 3 clusters Score -45560.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45564.972656 Penalty: 3051.755371
	Iteration 27Q: 3 clusters Score -45564.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45570.117188 Penalty: 3051.755371
	Iteration 28Q: 3 clusters Score -45570.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45570.117188 Penalty: 3051.755371
	Iteration 29F: 3 clusters Score -45570.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -53463.343750 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -53463.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52035.367188 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -52035.37 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52205.742188 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -52205.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52247.949219 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -52247.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52265.402344 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -52265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52280.464844 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -52280.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52301.539062 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -52301.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52308.441406 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -52308.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52319.648438 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -52319.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52321.207031 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -52321.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52321.207031 Penalty: 2973.004883
	Iteration 9F: 3 clusters Score -52321.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -534961.000000 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -534961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -531267.000000 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -531267 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -532059.375000 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -532059.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -532302.125000 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -532302.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -532496.937500 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -532496.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -532735.625000 Penalty: 4067.342773
	Iteration 4F: 3 clusters Score -532735.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -533007.375000 Penalty: 4067.342773
	Iteration 5F: 3 clusters Score -533007.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -533281.437500 Penalty: 4067.342773
	Iteration 6F: 3 clusters Score -533281.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -533490.437500 Penalty: 4067.342773
	Iteration 7F: 3 clusters Score -533490.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -533648.312500 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -533648.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -533778.000000 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -533778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -533857.312500 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -533857.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -533920.812500 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -533920.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -533989.562500 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -533989.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -534035.562500 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -534035.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -534065.562500 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -534065.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -534088.937500 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -534088.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -534101.500000 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -534101.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -534113.000000 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -534113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -534116.625000 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -534116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -534120.250000 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -534120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -534123.000000 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -534123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -534125.875000 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -534125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -534127.437500 Penalty: 4067.342773
	Iteration 22Q: 3 clusters Score -534127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -534129.250000 Penalty: 4067.342773
	Iteration 23Q: 3 clusters Score -534129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -534131.187500 Penalty: 4067.342773
	Iteration 24Q: 3 clusters Score -534131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -534130.875000 Penalty: 4067.342773
	Iteration 25Q: 3 clusters Score -534130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -534132.875000 Penalty: 4067.342773
	Iteration 26Q: 3 clusters Score -534132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -534134.562500 Penalty: 4067.342773
	Iteration 27Q: 3 clusters Score -534134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -534135.500000 Penalty: 4067.342773
	Iteration 28Q: 3 clusters Score -534135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -534135.562500 Penalty: 4067.342773
	Iteration 29Q: 3 clusters Score -534135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -534136.125000 Penalty: 4067.342773
	Iteration 30Q: 3 clusters Score -534136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -534136.250000 Penalty: 4067.342773
	Iteration 31Q: 3 clusters Score -534136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -534136.250000 Penalty: 4067.342773
	Iteration 32F: 3 clusters Score -534136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152348 members 
Entering Unmasked Estep 
Score: -22729526.000000 Penalty: 2959.612793
	Iteration 0F: 2 clusters Score -2.272953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -22631878.000000 Penalty: 5919.225586
	Iteration 0F: 3 clusters Score -2.263188e+07 nChanged 72956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -22676064.000000 Penalty: 5919.225586
	Iteration 1F: 3 clusters Score -2.267606e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -22679294.000000 Penalty: 5919.225586
	Iteration 2Q: 3 clusters Score -2.267929e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -22683956.000000 Penalty: 5919.225586
	Iteration 3F: 3 clusters Score -2.268396e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92765 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -22689974.000000 Penalty: 5919.225586
	Iteration 4F: 3 clusters Score -2.268997e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -22697388.000000 Penalty: 5919.225586
	Iteration 5F: 3 clusters Score -2.269739e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -22704890.000000 Penalty: 5919.225586
	Iteration 6F: 3 clusters Score -2.270489e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112438 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -22711150.000000 Penalty: 5919.225586
	Iteration 7F: 3 clusters Score -2.271115e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -22715238.000000 Penalty: 5919.225586
	Iteration 8Q: 3 clusters Score -2.271524e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120881 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -22717648.000000 Penalty: 5919.225586
	Iteration 9Q: 3 clusters Score -2.271765e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123881 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -22719280.000000 Penalty: 5919.225586
	Iteration 10Q: 3 clusters Score -2.271928e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -22720144.000000 Penalty: 5919.225586
	Iteration 11Q: 3 clusters Score -2.272014e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -22720910.000000 Penalty: 5919.225586
	Iteration 12Q: 3 clusters Score -2.272091e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131120 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -22721754.000000 Penalty: 5919.225586
	Iteration 13Q: 3 clusters Score -2.272175e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133140 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -22722422.000000 Penalty: 5919.225586
	Iteration 14Q: 3 clusters Score -2.272242e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135075 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -22723100.000000 Penalty: 5919.225586
	Iteration 15Q: 3 clusters Score -2.27231e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -22723674.000000 Penalty: 5919.225586
	Iteration 16Q: 3 clusters Score -2.272367e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -22724090.000000 Penalty: 5919.225586
	Iteration 17Q: 3 clusters Score -2.272409e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -22724440.000000 Penalty: 5919.225586
	Iteration 18Q: 3 clusters Score -2.272444e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -22724832.000000 Penalty: 5919.225586
	Iteration 19Q: 3 clusters Score -2.272483e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142545 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -22725192.000000 Penalty: 5919.225586
	Iteration 20F: 3 clusters Score -2.272519e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -22725396.000000 Penalty: 5919.225586
	Iteration 21Q: 3 clusters Score -2.27254e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -22725816.000000 Penalty: 5919.225586
	Iteration 22Q: 3 clusters Score -2.272582e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -22726180.000000 Penalty: 5919.225586
	Iteration 23Q: 3 clusters Score -2.272618e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146121 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -22726440.000000 Penalty: 5919.225586
	Iteration 24Q: 3 clusters Score -2.272644e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146724 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -22726730.000000 Penalty: 5919.225586
	Iteration 25Q: 3 clusters Score -2.272673e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -22727030.000000 Penalty: 5919.225586
	Iteration 26Q: 3 clusters Score -2.272703e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -22727228.000000 Penalty: 5919.225586
	Iteration 27Q: 3 clusters Score -2.272723e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -22727278.000000 Penalty: 5919.225586
	Iteration 28Q: 3 clusters Score -2.272728e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -22727424.000000 Penalty: 5919.225586
	Iteration 29Q: 3 clusters Score -2.272742e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148582 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -22727476.000000 Penalty: 5919.225586
	Iteration 30Q: 3 clusters Score -2.272748e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -22727580.000000 Penalty: 5919.225586
	Iteration 31Q: 3 clusters Score -2.272758e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -22727610.000000 Penalty: 5919.225586
	Iteration 32Q: 3 clusters Score -2.272761e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -22727668.000000 Penalty: 5919.225586
	Iteration 33Q: 3 clusters Score -2.272767e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -22727740.000000 Penalty: 5919.225586
	Iteration 34Q: 3 clusters Score -2.272774e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -22727790.000000 Penalty: 5919.225586
	Iteration 35Q: 3 clusters Score -2.272779e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149443 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -22727828.000000 Penalty: 5919.225586
	Iteration 36Q: 3 clusters Score -2.272783e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22727830.000000 Penalty: 5919.225586
	Iteration 37Q: 3 clusters Score -2.272783e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149604 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22727868.000000 Penalty: 5919.225586
	Iteration 38Q: 3 clusters Score -2.272787e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149668 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22727898.000000 Penalty: 5919.225586
	Iteration 39Q: 3 clusters Score -2.27279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -22727896.000000 Penalty: 5919.225586
	Iteration 40F: 3 clusters Score -2.27279e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -22727908.000000 Penalty: 5919.225586
	Iteration 41Q: 3 clusters Score -2.272791e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -22727932.000000 Penalty: 5919.225586
	Iteration 42Q: 3 clusters Score -2.272793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -22727932.000000 Penalty: 5919.225586
	Iteration 43Q: 3 clusters Score -2.272793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -22727956.000000 Penalty: 5919.225586
	Iteration 44Q: 3 clusters Score -2.272796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149867 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22727950.000000 Penalty: 5919.225586
	Iteration 45Q: 3 clusters Score -2.272795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149882 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -22727948.000000 Penalty: 5919.225586
	Iteration 46Q: 3 clusters Score -2.272795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22727970.000000 Penalty: 5919.225586
	Iteration 47Q: 3 clusters Score -2.272797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -22727978.000000 Penalty: 5919.225586
	Iteration 48Q: 3 clusters Score -2.272798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22727984.000000 Penalty: 5919.225586
	Iteration 49Q: 3 clusters Score -2.272798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149923 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22727974.000000 Penalty: 5919.225586
	Iteration 50Q: 3 clusters Score -2.272797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149926 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -22727970.000000 Penalty: 5919.225586
	Iteration 51Q: 3 clusters Score -2.272797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149933 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -22727968.000000 Penalty: 5919.225586
	Iteration 52Q: 3 clusters Score -2.272797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -22727972.000000 Penalty: 5919.225586
	Iteration 53Q: 3 clusters Score -2.272797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -22727986.000000 Penalty: 5919.225586
	Iteration 54Q: 3 clusters Score -2.272799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22727994.000000 Penalty: 5919.225586
	Iteration 55Q: 3 clusters Score -2.272799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22727992.000000 Penalty: 5919.225586
	Iteration 56Q: 3 clusters Score -2.272799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149949 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22727988.000000 Penalty: 5919.225586
	Iteration 57Q: 3 clusters Score -2.272799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -22727988.000000 Penalty: 5919.225586
	Iteration 58Q: 3 clusters Score -2.272799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -22727988.000000 Penalty: 5919.225586
	Iteration 59F: 3 clusters Score -2.272799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -888729.187500 Penalty: 2177.559082
	Iteration 0F: 2 clusters Score -888729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -883366.000000 Penalty: 4355.118164
	Iteration 0F: 3 clusters Score -883366 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -884844.812500 Penalty: 4355.118164
	Iteration 1F: 3 clusters Score -884844.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -885172.187500 Penalty: 4355.118164
	Iteration 2F: 3 clusters Score -885172.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -885416.562500 Penalty: 4355.118164
	Iteration 3F: 3 clusters Score -885416.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -885586.687500 Penalty: 4355.118164
	Iteration 4Q: 3 clusters Score -885586.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -885715.437500 Penalty: 4355.118164
	Iteration 5Q: 3 clusters Score -885715.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -885824.750000 Penalty: 4355.118164
	Iteration 6Q: 3 clusters Score -885824.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -885905.937500 Penalty: 4355.118164
	Iteration 7Q: 3 clusters Score -885905.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -885989.187500 Penalty: 4355.118164
	Iteration 8Q: 3 clusters Score -885989.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -886063.562500 Penalty: 4355.118164
	Iteration 9Q: 3 clusters Score -886063.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -886141.437500 Penalty: 4355.118164
	Iteration 10Q: 3 clusters Score -886141.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -886216.437500 Penalty: 4355.118164
	Iteration 11Q: 3 clusters Score -886216.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -886277.750000 Penalty: 4355.118164
	Iteration 12Q: 3 clusters Score -886277.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -886349.062500 Penalty: 4355.118164
	Iteration 13Q: 3 clusters Score -886349.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -886420.312500 Penalty: 4355.118164
	Iteration 14Q: 3 clusters Score -886420.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -886482.375000 Penalty: 4355.118164
	Iteration 15Q: 3 clusters Score -886482.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -886549.437500 Penalty: 4355.118164
	Iteration 16Q: 3 clusters Score -886549.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -886612.125000 Penalty: 4355.118164
	Iteration 17Q: 3 clusters Score -886612.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -886697.750000 Penalty: 4355.118164
	Iteration 18Q: 3 clusters Score -886697.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -886761.937500 Penalty: 4355.118164
	Iteration 19Q: 3 clusters Score -886761.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -886803.062500 Penalty: 4355.118164
	Iteration 20F: 3 clusters Score -886803.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -886830.625000 Penalty: 4355.118164
	Iteration 21Q: 3 clusters Score -886830.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -886854.625000 Penalty: 4355.118164
	Iteration 22Q: 3 clusters Score -886854.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -886876.562500 Penalty: 4355.118164
	Iteration 23Q: 3 clusters Score -886876.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -886895.687500 Penalty: 4355.118164
	Iteration 24Q: 3 clusters Score -886895.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -886909.375000 Penalty: 4355.118164
	Iteration 25Q: 3 clusters Score -886909.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -886927.000000 Penalty: 4355.118164
	Iteration 26Q: 3 clusters Score -886927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -886944.000000 Penalty: 4355.118164
	Iteration 27Q: 3 clusters Score -886944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -886959.937500 Penalty: 4355.118164
	Iteration 28Q: 3 clusters Score -886959.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -886978.000000 Penalty: 4355.118164
	Iteration 29Q: 3 clusters Score -886978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -886994.437500 Penalty: 4355.118164
	Iteration 30Q: 3 clusters Score -886994.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -887006.500000 Penalty: 4355.118164
	Iteration 31Q: 3 clusters Score -887006.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -887021.062500 Penalty: 4355.118164
	Iteration 32Q: 3 clusters Score -887021.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -887028.375000 Penalty: 4355.118164
	Iteration 33Q: 3 clusters Score -887028.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -887040.875000 Penalty: 4355.118164
	Iteration 34Q: 3 clusters Score -887040.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -887051.000000 Penalty: 4355.118164
	Iteration 35Q: 3 clusters Score -887051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -887056.437500 Penalty: 4355.118164
	Iteration 36Q: 3 clusters Score -887056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -887062.375000 Penalty: 4355.118164
	Iteration 37Q: 3 clusters Score -887062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -887065.562500 Penalty: 4355.118164
	Iteration 38Q: 3 clusters Score -887065.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -887071.000000 Penalty: 4355.118164
	Iteration 39Q: 3 clusters Score -887071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -887077.812500 Penalty: 4355.118164
	Iteration 40F: 3 clusters Score -887077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -887082.250000 Penalty: 4355.118164
	Iteration 41Q: 3 clusters Score -887082.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -887090.562500 Penalty: 4355.118164
	Iteration 42Q: 3 clusters Score -887090.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -887093.625000 Penalty: 4355.118164
	Iteration 43Q: 3 clusters Score -887093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -887100.125000 Penalty: 4355.118164
	Iteration 44Q: 3 clusters Score -887100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -887099.375000 Penalty: 4355.118164
	Iteration 45Q: 3 clusters Score -887099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -887100.500000 Penalty: 4355.118164
	Iteration 46Q: 3 clusters Score -887100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -887102.750000 Penalty: 4355.118164
	Iteration 47Q: 3 clusters Score -887102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -887103.750000 Penalty: 4355.118164
	Iteration 48Q: 3 clusters Score -887103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -887105.250000 Penalty: 4355.118164
	Iteration 49Q: 3 clusters Score -887105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -887109.000000 Penalty: 4355.118164
	Iteration 50Q: 3 clusters Score -887109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -887109.875000 Penalty: 4355.118164
	Iteration 51Q: 3 clusters Score -887109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -887113.812500 Penalty: 4355.118164
	Iteration 52Q: 3 clusters Score -887113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -887113.625000 Penalty: 4355.118164
	Iteration 53Q: 3 clusters Score -887113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -887113.562500 Penalty: 4355.118164
	Iteration 54Q: 3 clusters Score -887113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -887113.562500 Penalty: 4355.118164
	Iteration 55F: 3 clusters Score -887113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -299388.750000 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -299388.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -296699.906250 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -296699.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297182.000000 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -297182 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297321.343750 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -297321.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -297398.468750 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -297398.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -297445.031250 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -297445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -297469.187500 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -297469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -297480.875000 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -297480.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297491.156250 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -297491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -297504.812500 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -297504.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -297515.750000 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -297515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -297521.781250 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -297521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -297527.718750 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -297527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -297532.093750 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -297532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -297534.312500 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -297534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297535.875000 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -297535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297535.937500 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -297535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297536.218750 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -297536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297536.218750 Penalty: 3784.468018
	Iteration 17F: 3 clusters Score -297536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -496056.437500 Penalty: 2020.024414
	Iteration 0F: 2 clusters Score -496056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -492542.468750 Penalty: 4040.048828
	Iteration 0F: 3 clusters Score -492542.5 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -493333.281250 Penalty: 4040.048828
	Iteration 1F: 3 clusters Score -493333.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -493577.500000 Penalty: 4040.048828
	Iteration 2F: 3 clusters Score -493577.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -493790.718750 Penalty: 4040.048828
	Iteration 3F: 3 clusters Score -493790.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -493932.312500 Penalty: 4040.048828
	Iteration 4F: 3 clusters Score -493932.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -494049.343750 Penalty: 4040.048828
	Iteration 5Q: 3 clusters Score -494049.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -494133.468750 Penalty: 4040.048828
	Iteration 6Q: 3 clusters Score -494133.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -494207.562500 Penalty: 4040.048828
	Iteration 7Q: 3 clusters Score -494207.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -494263.500000 Penalty: 4040.048828
	Iteration 8Q: 3 clusters Score -494263.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -494316.906250 Penalty: 4040.048828
	Iteration 9Q: 3 clusters Score -494316.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -494354.031250 Penalty: 4040.048828
	Iteration 10Q: 3 clusters Score -494354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -494399.250000 Penalty: 4040.048828
	Iteration 11Q: 3 clusters Score -494399.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -494444.500000 Penalty: 4040.048828
	Iteration 12Q: 3 clusters Score -494444.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -494469.250000 Penalty: 4040.048828
	Iteration 13Q: 3 clusters Score -494469.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -494494.468750 Penalty: 4040.048828
	Iteration 14Q: 3 clusters Score -494494.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -494517.312500 Penalty: 4040.048828
	Iteration 15Q: 3 clusters Score -494517.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -494536.281250 Penalty: 4040.048828
	Iteration 16Q: 3 clusters Score -494536.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -494543.906250 Penalty: 4040.048828
	Iteration 17Q: 3 clusters Score -494543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -494548.937500 Penalty: 4040.048828
	Iteration 18Q: 3 clusters Score -494548.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -494555.375000 Penalty: 4040.048828
	Iteration 19Q: 3 clusters Score -494555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -494561.968750 Penalty: 4040.048828
	Iteration 20F: 3 clusters Score -494562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -494565.375000 Penalty: 4040.048828
	Iteration 21Q: 3 clusters Score -494565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -494571.343750 Penalty: 4040.048828
	Iteration 22Q: 3 clusters Score -494571.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -494581.312500 Penalty: 4040.048828
	Iteration 23Q: 3 clusters Score -494581.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -494587.875000 Penalty: 4040.048828
	Iteration 24Q: 3 clusters Score -494587.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -494596.437500 Penalty: 4040.048828
	Iteration 25Q: 3 clusters Score -494596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -494603.656250 Penalty: 4040.048828
	Iteration 26Q: 3 clusters Score -494603.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -494607.843750 Penalty: 4040.048828
	Iteration 27Q: 3 clusters Score -494607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -494611.843750 Penalty: 4040.048828
	Iteration 28Q: 3 clusters Score -494611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -494614.562500 Penalty: 4040.048828
	Iteration 29Q: 3 clusters Score -494614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -494615.562500 Penalty: 4040.048828
	Iteration 30Q: 3 clusters Score -494615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -494615.562500 Penalty: 4040.048828
	Iteration 31F: 3 clusters Score -494615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -175760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -173472.953125 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -173473 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -173965.546875 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -173965.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -174220.718750 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -174220.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174445.640625 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -174445.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -174635.984375 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -174636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -174777.375000 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -174777.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -174856.984375 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -174857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -174922.218750 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -174922.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -174959.812500 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -174959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -175009.453125 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -175009.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -175025.156250 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -175025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -175036.078125 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -175036.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -175046.203125 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -175046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -175052.546875 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -175052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -175056.843750 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -175056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -175058.031250 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -175058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -175059.125000 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -175059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -175060.953125 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -175061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -175061.796875 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -175061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -175061.796875 Penalty: 3630.324463
	Iteration 19F: 3 clusters Score -175061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -37372.035156 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -37372.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36138.492188 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -36138.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36249.980469 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -36249.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36282.074219 Penalty: 2812.260986
	Iteration 2Q: 3 clusters Score -36282.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36287.996094 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -36288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36291.285156 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -36291.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36291.285156 Penalty: 2812.260986
	Iteration 5F: 3 clusters Score -36291.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34849.531250 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34849.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34962.558594 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34962.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35000.347656 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -35000.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35020.023438 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -35020.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35020.023438 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -35020.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -69024.359375 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -69024.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67457.390625 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -67457.39 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67700.718750 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -67700.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67805.703125 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -67805.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67873.742188 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -67873.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67940.601562 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -67940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67985.468750 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -67985.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68006.734375 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -68006.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68020.585938 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -68020.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68022.125000 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -68022.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68025.695312 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -68025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68037.601562 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -68037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68049.343750 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -68049.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68053.429688 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -68053.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68058.390625 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -68058.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68059.351562 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -68059.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68059.351562 Penalty: 3156.062012
	Iteration 15F: 3 clusters Score -68059.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -212281.671875 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -212281.7 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 806 members 
Entering Unmasked Estep 
Score: -209982.875000 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -209982.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -210507.328125 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -210507.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210783.921875 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -210783.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210993.859375 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -210993.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -211125.250000 Penalty: 3645.218506
	Iteration 4F: 3 clusters Score -211125.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -211244.750000 Penalty: 3645.218506
	Iteration 5F: 3 clusters Score -211244.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -211318.046875 Penalty: 3645.218506
	Iteration 6Q: 3 clusters Score -211318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -211374.406250 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -211374.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -211397.062500 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -211397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -211404.609375 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -211404.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -211412.968750 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -211413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -211422.703125 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -211422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -211435.484375 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -211435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -211442.812500 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -211442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -211452.765625 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -211452.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -211461.203125 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -211461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -211468.453125 Penalty: 3645.218506
	Iteration 16Q: 3 clusters Score -211468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -211474.890625 Penalty: 3645.218506
	Iteration 17Q: 3 clusters Score -211474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -211478.578125 Penalty: 3645.218506
	Iteration 18Q: 3 clusters Score -211478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -211484.484375 Penalty: 3645.218506
	Iteration 19Q: 3 clusters Score -211484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -211490.125000 Penalty: 3645.218506
	Iteration 20F: 3 clusters Score -211490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -211498.031250 Penalty: 3645.218506
	Iteration 21Q: 3 clusters Score -211498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -211504.218750 Penalty: 3645.218506
	Iteration 22Q: 3 clusters Score -211504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -211508.203125 Penalty: 3645.218506
	Iteration 23Q: 3 clusters Score -211508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -211517.609375 Penalty: 3645.218506
	Iteration 24Q: 3 clusters Score -211517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -211521.843750 Penalty: 3645.218506
	Iteration 25Q: 3 clusters Score -211521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -211527.671875 Penalty: 3645.218506
	Iteration 26Q: 3 clusters Score -211527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -211532.343750 Penalty: 3645.218506
	Iteration 27Q: 3 clusters Score -211532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -211538.328125 Penalty: 3645.218506
	Iteration 28Q: 3 clusters Score -211538.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -211542.812500 Penalty: 3645.218506
	Iteration 29Q: 3 clusters Score -211542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -211544.828125 Penalty: 3645.218506
	Iteration 30Q: 3 clusters Score -211544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -211548.468750 Penalty: 3645.218506
	Iteration 31Q: 3 clusters Score -211548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -211552.140625 Penalty: 3645.218506
	Iteration 32Q: 3 clusters Score -211552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -211555.234375 Penalty: 3645.218506
	Iteration 33Q: 3 clusters Score -211555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -211558.359375 Penalty: 3645.218506
	Iteration 34Q: 3 clusters Score -211558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -211559.453125 Penalty: 3645.218506
	Iteration 35Q: 3 clusters Score -211559.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -211559.453125 Penalty: 3645.218506
	Iteration 36F: 3 clusters Score -211559.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (198001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198001 members 
Entering Unmasked Estep 
Score: -29605422.000000 Penalty: 3024.614990
	Iteration 0F: 2 clusters Score -2.960542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -29476062.000000 Penalty: 6049.229980
	Iteration 0F: 3 clusters Score -2.947606e+07 nChanged 95149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -29531484.000000 Penalty: 6049.229980
	Iteration 1F: 3 clusters Score -2.953148e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -29532850.000000 Penalty: 6049.229980
	Iteration 2Q: 3 clusters Score -2.953285e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 105733 members 
Entering Unmasked Estep 
Score: -29534416.000000 Penalty: 6049.229980
	Iteration 3Q: 3 clusters Score -2.953442e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -29537172.000000 Penalty: 6049.229980
	Iteration 4Q: 3 clusters Score -2.953717e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -29540694.000000 Penalty: 6049.229980
	Iteration 5Q: 3 clusters Score -2.954069e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
Score: -29546018.000000 Penalty: 6049.229980
	Iteration 6F: 3 clusters Score -2.954602e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -29554544.000000 Penalty: 6049.229980
	Iteration 7F: 3 clusters Score -2.955454e+07 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -29566136.000000 Penalty: 6049.229980
	Iteration 8F: 3 clusters Score -2.956614e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 160335 members 
Entering Unmasked Estep 
Score: -29578538.000000 Penalty: 6049.229980
	Iteration 9F: 3 clusters Score -2.957854e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 169867 members 
Entering Unmasked Estep 
Score: -29588996.000000 Penalty: 6049.229980
	Iteration 10F: 3 clusters Score -2.9589e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 175696 members 
Entering Unmasked Estep 
Score: -29595592.000000 Penalty: 6049.229980
	Iteration 11Q: 3 clusters Score -2.959559e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 179112 members 
Entering Unmasked Estep 
Score: -29598922.000000 Penalty: 6049.229980
	Iteration 12Q: 3 clusters Score -2.959892e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 181576 members 
Entering Unmasked Estep 
Score: -29600780.000000 Penalty: 6049.229980
	Iteration 13Q: 3 clusters Score -2.960078e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -29601806.000000 Penalty: 6049.229980
	Iteration 14Q: 3 clusters Score -2.960181e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 184979 members 
Entering Unmasked Estep 
Score: -29602468.000000 Penalty: 6049.229980
	Iteration 15Q: 3 clusters Score -2.960247e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 186152 members 
Entering Unmasked Estep 
Score: -29602978.000000 Penalty: 6049.229980
	Iteration 16Q: 3 clusters Score -2.960298e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -29603306.000000 Penalty: 6049.229980
	Iteration 17Q: 3 clusters Score -2.960331e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 187939 members 
Entering Unmasked Estep 
Score: -29603600.000000 Penalty: 6049.229980
	Iteration 18Q: 3 clusters Score -2.96036e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 188598 members 
Entering Unmasked Estep 
Score: -29603728.000000 Penalty: 6049.229980
	Iteration 19Q: 3 clusters Score -2.960373e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 189119 members 
Entering Unmasked Estep 
Score: -29603814.000000 Penalty: 6049.229980
	Iteration 20F: 3 clusters Score -2.960381e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 189531 members 
Entering Unmasked Estep 
Score: -29603852.000000 Penalty: 6049.229980
	Iteration 21Q: 3 clusters Score -2.960385e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 189904 members 
Entering Unmasked Estep 
Score: -29603926.000000 Penalty: 6049.229980
	Iteration 22Q: 3 clusters Score -2.960393e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 190223 members 
Entering Unmasked Estep 
Score: -29603944.000000 Penalty: 6049.229980
	Iteration 23Q: 3 clusters Score -2.960394e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 190473 members 
Entering Unmasked Estep 
Score: -29604006.000000 Penalty: 6049.229980
	Iteration 24Q: 3 clusters Score -2.960401e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 190704 members 
Entering Unmasked Estep 
Score: -29604072.000000 Penalty: 6049.229980
	Iteration 25Q: 3 clusters Score -2.960407e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 190919 members 
Entering Unmasked Estep 
Score: -29604104.000000 Penalty: 6049.229980
	Iteration 26Q: 3 clusters Score -2.96041e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 191134 members 
Entering Unmasked Estep 
Score: -29604112.000000 Penalty: 6049.229980
	Iteration 27Q: 3 clusters Score -2.960411e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 191323 members 
Entering Unmasked Estep 
Score: -29604084.000000 Penalty: 6049.229980
	Iteration 28Q: 3 clusters Score -2.960408e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 191495 members 
Entering Unmasked Estep 
Score: -29604160.000000 Penalty: 6049.229980
	Iteration 29Q: 3 clusters Score -2.960416e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 191645 members 
Entering Unmasked Estep 
Score: -29604148.000000 Penalty: 6049.229980
	Iteration 30Q: 3 clusters Score -2.960415e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 191787 members 
Entering Unmasked Estep 
Score: -29604150.000000 Penalty: 6049.229980
	Iteration 31Q: 3 clusters Score -2.960415e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 191917 members 
Entering Unmasked Estep 
Score: -29604136.000000 Penalty: 6049.229980
	Iteration 32Q: 3 clusters Score -2.960414e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 192046 members 
Entering Unmasked Estep 
Score: -29604166.000000 Penalty: 6049.229980
	Iteration 33Q: 3 clusters Score -2.960417e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 192165 members 
Entering Unmasked Estep 
Score: -29604164.000000 Penalty: 6049.229980
	Iteration 34Q: 3 clusters Score -2.960416e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 192276 members 
Entering Unmasked Estep 
Score: -29604182.000000 Penalty: 6049.229980
	Iteration 35Q: 3 clusters Score -2.960418e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 192378 members 
Entering Unmasked Estep 
Score: -29604194.000000 Penalty: 6049.229980
	Iteration 36Q: 3 clusters Score -2.960419e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 192479 members 
Entering Unmasked Estep 
Score: -29604250.000000 Penalty: 6049.229980
	Iteration 37Q: 3 clusters Score -2.960425e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 192568 members 
Entering Unmasked Estep 
Score: -29604262.000000 Penalty: 6049.229980
	Iteration 38Q: 3 clusters Score -2.960426e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 192649 members 
Entering Unmasked Estep 
Score: -29604212.000000 Penalty: 6049.229980
	Iteration 39Q: 3 clusters Score -2.960421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 192725 members 
Entering Unmasked Estep 
Score: -29604206.000000 Penalty: 6049.229980
	Iteration 40F: 3 clusters Score -2.960421e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 192783 members 
Entering Unmasked Estep 
Score: -29604214.000000 Penalty: 6049.229980
	Iteration 41Q: 3 clusters Score -2.960421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 192822 members 
Entering Unmasked Estep 
Score: -29604186.000000 Penalty: 6049.229980
	Iteration 42Q: 3 clusters Score -2.960419e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 192862 members 
Entering Unmasked Estep 
Score: -29604178.000000 Penalty: 6049.229980
	Iteration 43Q: 3 clusters Score -2.960418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 192889 members 
Entering Unmasked Estep 
Score: -29604206.000000 Penalty: 6049.229980
	Iteration 44Q: 3 clusters Score -2.960421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 192916 members 
Entering Unmasked Estep 
Score: -29604210.000000 Penalty: 6049.229980
	Iteration 45Q: 3 clusters Score -2.960421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 192938 members 
Entering Unmasked Estep 
Score: -29604224.000000 Penalty: 6049.229980
	Iteration 46Q: 3 clusters Score -2.960422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -29604212.000000 Penalty: 6049.229980
	Iteration 47Q: 3 clusters Score -2.960421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 192955 members 
Entering Unmasked Estep 
Score: -29604206.000000 Penalty: 6049.229980
	Iteration 48Q: 3 clusters Score -2.960421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 192962 members 
Entering Unmasked Estep 
Score: -29604218.000000 Penalty: 6049.229980
	Iteration 49Q: 3 clusters Score -2.960422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -29604206.000000 Penalty: 6049.229980
	Iteration 50Q: 3 clusters Score -2.960421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 192985 members 
Entering Unmasked Estep 
Score: -29604184.000000 Penalty: 6049.229980
	Iteration 51Q: 3 clusters Score -2.960418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 192994 members 
Entering Unmasked Estep 
Score: -29604194.000000 Penalty: 6049.229980
	Iteration 52Q: 3 clusters Score -2.960419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 193001 members 
Entering Unmasked Estep 
Score: -29604202.000000 Penalty: 6049.229980
	Iteration 53Q: 3 clusters Score -2.96042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 193007 members 
Entering Unmasked Estep 
Score: -29604202.000000 Penalty: 6049.229980
	Iteration 54Q: 3 clusters Score -2.96042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 193013 members 
Entering Unmasked Estep 
Score: -29604220.000000 Penalty: 6049.229980
	Iteration 55Q: 3 clusters Score -2.960422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 193019 members 
Entering Unmasked Estep 
Score: -29604192.000000 Penalty: 6049.229980
	Iteration 56Q: 3 clusters Score -2.960419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 193026 members 
Entering Unmasked Estep 
Score: -29604214.000000 Penalty: 6049.229980
	Iteration 57Q: 3 clusters Score -2.960421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 193037 members 
Entering Unmasked Estep 
Score: -29604184.000000 Penalty: 6049.229980
	Iteration 58Q: 3 clusters Score -2.960418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 193044 members 
Entering Unmasked Estep 
Score: -29604198.000000 Penalty: 6049.229980
	Iteration 59Q: 3 clusters Score -2.96042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 193049 members 
Entering Unmasked Estep 
Score: -29604208.000000 Penalty: 6049.229980
	Iteration 60F: 3 clusters Score -2.960421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 193053 members 
Entering Unmasked Estep 
Score: -29604202.000000 Penalty: 6049.229980
	Iteration 61Q: 3 clusters Score -2.96042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 193057 members 
Entering Unmasked Estep 
Score: -29604204.000000 Penalty: 6049.229980
	Iteration 62Q: 3 clusters Score -2.96042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 193061 members 
Entering Unmasked Estep 
Score: -29604226.000000 Penalty: 6049.229980
	Iteration 63Q: 3 clusters Score -2.960423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 193064 members 
Entering Unmasked Estep 
Score: -29604220.000000 Penalty: 6049.229980
	Iteration 64Q: 3 clusters Score -2.960422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 193068 members 
Entering Unmasked Estep 
Score: -29604228.000000 Penalty: 6049.229980
	Iteration 65Q: 3 clusters Score -2.960423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 193072 members 
Entering Unmasked Estep 
Score: -29604230.000000 Penalty: 6049.229980
	Iteration 66Q: 3 clusters Score -2.960423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 193073 members 
Entering Unmasked Estep 
Score: -29604220.000000 Penalty: 6049.229980
	Iteration 67Q: 3 clusters Score -2.960422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 193074 members 
Entering Unmasked Estep 
Score: -29604236.000000 Penalty: 6049.229980
	Iteration 68Q: 3 clusters Score -2.960424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 193077 members 
Entering Unmasked Estep 
Score: -29604242.000000 Penalty: 6049.229980
	Iteration 69Q: 3 clusters Score -2.960424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 193080 members 
Entering Unmasked Estep 
Score: -29604236.000000 Penalty: 6049.229980
	Iteration 70Q: 3 clusters Score -2.960424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 193082 members 
Entering Unmasked Estep 
Score: -29604228.000000 Penalty: 6049.229980
	Iteration 71Q: 3 clusters Score -2.960423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 193083 members 
Entering Unmasked Estep 
Score: -29604234.000000 Penalty: 6049.229980
	Iteration 72Q: 3 clusters Score -2.960423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 193084 members 
Entering Unmasked Estep 
Score: -29604232.000000 Penalty: 6049.229980
	Iteration 73Q: 3 clusters Score -2.960423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 193085 members 
Entering Unmasked Estep 
Score: -29604228.000000 Penalty: 6049.229980
	Iteration 74Q: 3 clusters Score -2.960423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 193085 members 
Entering Unmasked Estep 
Score: -29604228.000000 Penalty: 6049.229980
	Iteration 75F: 3 clusters Score -2.960423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Entering Unmasked Estep 
Score: -6015898.000000 Penalty: 2649.610352
	Iteration 0F: 2 clusters Score -6015898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5986567.500000 Penalty: 5299.220703
	Iteration 0F: 3 clusters Score -5986568 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5998035.500000 Penalty: 5299.220703
	Iteration 1F: 3 clusters Score -5998036 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5999039.000000 Penalty: 5299.220703
	Iteration 2F: 3 clusters Score -5999039 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -6000086.500000 Penalty: 5299.220703
	Iteration 3F: 3 clusters Score -6000086 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -6001258.000000 Penalty: 5299.220703
	Iteration 4F: 3 clusters Score -6001258 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6002519.000000 Penalty: 5299.220703
	Iteration 5F: 3 clusters Score -6002519 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -6003847.000000 Penalty: 5299.220703
	Iteration 6F: 3 clusters Score -6003847 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -6005318.500000 Penalty: 5299.220703
	Iteration 7F: 3 clusters Score -6005318 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6006687.000000 Penalty: 5299.220703
	Iteration 8F: 3 clusters Score -6006687 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -6007992.000000 Penalty: 5299.220703
	Iteration 9Q: 3 clusters Score -6007992 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -6008942.500000 Penalty: 5299.220703
	Iteration 10Q: 3 clusters Score -6008942 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -6009570.000000 Penalty: 5299.220703
	Iteration 11Q: 3 clusters Score -6009570 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6009891.000000 Penalty: 5299.220703
	Iteration 12Q: 3 clusters Score -6009891 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -6010127.000000 Penalty: 5299.220703
	Iteration 13Q: 3 clusters Score -6010127 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -6010295.000000 Penalty: 5299.220703
	Iteration 14Q: 3 clusters Score -6010295 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -6010453.000000 Penalty: 5299.220703
	Iteration 15Q: 3 clusters Score -6010453 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -6010563.000000 Penalty: 5299.220703
	Iteration 16Q: 3 clusters Score -6010563 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -6010656.000000 Penalty: 5299.220703
	Iteration 17Q: 3 clusters Score -6010656 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -6010754.500000 Penalty: 5299.220703
	Iteration 18Q: 3 clusters Score -6010754 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -6010887.000000 Penalty: 5299.220703
	Iteration 19Q: 3 clusters Score -6010887 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -6011035.500000 Penalty: 5299.220703
	Iteration 20F: 3 clusters Score -6011036 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -6011180.500000 Penalty: 5299.220703
	Iteration 21Q: 3 clusters Score -6011180 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -6011340.500000 Penalty: 5299.220703
	Iteration 22Q: 3 clusters Score -6011340 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -6011442.000000 Penalty: 5299.220703
	Iteration 23Q: 3 clusters Score -6011442 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -6011611.500000 Penalty: 5299.220703
	Iteration 24Q: 3 clusters Score -6011612 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -6011734.000000 Penalty: 5299.220703
	Iteration 25Q: 3 clusters Score -6011734 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -6011858.500000 Penalty: 5299.220703
	Iteration 26Q: 3 clusters Score -6011858 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -6011976.000000 Penalty: 5299.220703
	Iteration 27Q: 3 clusters Score -6011976 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -6012132.500000 Penalty: 5299.220703
	Iteration 28Q: 3 clusters Score -6012132 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -6012235.500000 Penalty: 5299.220703
	Iteration 29Q: 3 clusters Score -6012236 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -6012339.000000 Penalty: 5299.220703
	Iteration 30Q: 3 clusters Score -6012339 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -6012416.000000 Penalty: 5299.220703
	Iteration 31Q: 3 clusters Score -6012416 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -6012492.500000 Penalty: 5299.220703
	Iteration 32Q: 3 clusters Score -6012492 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6012540.000000 Penalty: 5299.220703
	Iteration 33Q: 3 clusters Score -6012540 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6012618.000000 Penalty: 5299.220703
	Iteration 34Q: 3 clusters Score -6012618 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6012688 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6012713.000000 Penalty: 5299.220703
	Iteration 36Q: 3 clusters Score -6012713 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -6012772.500000 Penalty: 5299.220703
	Iteration 37Q: 3 clusters Score -6012772 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -6012815.500000 Penalty: 5299.220703
	Iteration 38Q: 3 clusters Score -6012816 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -6012846.500000 Penalty: 5299.220703
	Iteration 39Q: 3 clusters Score -6012846 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -6012898.000000 Penalty: 5299.220703
	Iteration 40F: 3 clusters Score -6012898 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6012932 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6012952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -6012992.500000 Penalty: 5299.220703
	Iteration 43Q: 3 clusters Score -6012992 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -6013032.000000 Penalty: 5299.220703
	Iteration 44Q: 3 clusters Score -6013032 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -6013053.500000 Penalty: 5299.220703
	Iteration 45Q: 3 clusters Score -6013054 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -6013074.000000 Penalty: 5299.220703
	Iteration 46Q: 3 clusters Score -6013074 nChanged 154
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Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6013084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -6013122.000000 Penalty: 5299.220703
	Iteration 48Q: 3 clusters Score -6013122 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -6013154.000000 Penalty: 5299.220703
	Iteration 49Q: 3 clusters Score -6013154 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -6013196.000000 Penalty: 5299.220703
	Iteration 50Q: 3 clusters Score -6013196 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -6013251.500000 Penalty: 5299.220703
	Iteration 51Q: 3 clusters Score -6013252 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -6013257.000000 Penalty: 5299.220703
	Iteration 52Q: 3 clusters Score -6013257 nChanged 124
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Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -6013275.500000 Penalty: 5299.220703
	Iteration 53Q: 3 clusters Score -6013276 nChanged 124
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Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6013284 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -6013324.000000 Penalty: 5299.220703
	Iteration 55Q: 3 clusters Score -6013324 nChanged 144
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Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -6013350.000000 Penalty: 5299.220703
	Iteration 56Q: 3 clusters Score -6013350 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6013366 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -6013402.500000 Penalty: 5299.220703
	Iteration 58Q: 3 clusters Score -6013402 nChanged 115
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -6013434.000000 Penalty: 5299.220703
	Iteration 59Q: 3 clusters Score -6013434 nChanged 111
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Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6013456 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -6013472.000000 Penalty: 5299.220703
	Iteration 61Q: 3 clusters Score -6013472 nChanged 91
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Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6013485 nChanged 92
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -6013509.000000 Penalty: 5299.220703
	Iteration 63Q: 3 clusters Score -6013509 nChanged 99
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Mstep: Class 1 contains 4616 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6013510 nChanged 91
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Mstep: Class 1 contains 4531 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6013548 nChanged 76
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Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6013549 nChanged 72
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Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6013552 nChanged 75
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Mstep: Class 1 contains 4332 members 
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	Iteration 68Q: 3 clusters Score -6013564 nChanged 75
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	Iteration 69Q: 3 clusters Score -6013582 nChanged 66
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	Iteration 70Q: 3 clusters Score -6013589 nChanged 54
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	Iteration 71Q: 3 clusters Score -6013597 nChanged 56
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Mstep: Class 1 contains 4095 members 
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Entering Unmasked Estep 
Score: -6013623.500000 Penalty: 5299.220703
	Iteration 72Q: 3 clusters Score -6013624 nChanged 44
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Mstep: Class 1 contains 4057 members 
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Entering Unmasked Estep 
Score: -6013631.500000 Penalty: 5299.220703
	Iteration 73Q: 3 clusters Score -6013632 nChanged 37
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Mstep: Class 1 contains 4028 members 
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	Iteration 74Q: 3 clusters Score -6013632 nChanged 30
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -6013642.500000 Penalty: 5299.220703
	Iteration 75Q: 3 clusters Score -6013642 nChanged 31
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Mstep: Class 1 contains 3977 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6013656 nChanged 35
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Mstep: Class 1 contains 3946 members 
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	Iteration 77Q: 3 clusters Score -6013662 nChanged 43
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	Iteration 78Q: 3 clusters Score -6013670 nChanged 36
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Mstep: Class 1 contains 3869 members 
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	Iteration 79Q: 3 clusters Score -6013670 nChanged 40
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Mstep: Class 1 contains 3831 members 
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Entering Unmasked Estep 
Score: -6013676.000000 Penalty: 5299.220703
	Iteration 80F: 3 clusters Score -6013676 nChanged 46
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Mstep: Class 1 contains 3791 members 
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	Iteration 81Q: 3 clusters Score -6013686 nChanged 46
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Mstep: Class 1 contains 3753 members 
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	Iteration 82Q: 3 clusters Score -6013695 nChanged 45
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Mstep: Class 1 contains 3718 members 
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	Iteration 83Q: 3 clusters Score -6013710 nChanged 48
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Entering Unmasked Estep 
Score: -6013708.000000 Penalty: 5299.220703
	Iteration 84Q: 3 clusters Score -6013708 nChanged 38
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Score: -6013720.500000 Penalty: 5299.220703
	Iteration 85Q: 3 clusters Score -6013720 nChanged 29
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Score: -6013723.000000 Penalty: 5299.220703
	Iteration 86Q: 3 clusters Score -6013723 nChanged 31
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	Iteration 87Q: 3 clusters Score -6013720 nChanged 31
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	Iteration 88Q: 3 clusters Score -6013726 nChanged 32
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	Iteration 89Q: 3 clusters Score -6013722 nChanged 33
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	Iteration 90Q: 3 clusters Score -6013734 nChanged 42
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	Iteration 91Q: 3 clusters Score -6013734 nChanged 46
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Mstep: Class 1 contains 3412 members 
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	Iteration 92Q: 3 clusters Score -6013738 nChanged 49
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Mstep: Class 1 contains 3363 members 
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	Iteration 93Q: 3 clusters Score -6013763 nChanged 47
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	Iteration 94Q: 3 clusters Score -6013762 nChanged 44
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	Iteration 95Q: 3 clusters Score -6013780 nChanged 34
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	Iteration 96Q: 3 clusters Score -6013774 nChanged 26
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	Iteration 97Q: 3 clusters Score -6013778 nChanged 20
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Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -6013770.000000 Penalty: 5299.220703
	Iteration 98Q: 3 clusters Score -6013770 nChanged 24
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Mstep: Class 1 contains 3172 members 
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Entering Unmasked Estep 
Score: -6013782.500000 Penalty: 5299.220703
	Iteration 99Q: 3 clusters Score -6013782 nChanged 23
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Mstep: Class 1 contains 3153 members 
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Entering Unmasked Estep 
Score: -6013791.000000 Penalty: 5299.220703
	Iteration 100F: 3 clusters Score -6013791 nChanged 28
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Mstep: Class 1 contains 3125 members 
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	Iteration 101Q: 3 clusters Score -6013796 nChanged 21
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Entering Unmasked Estep 
Score: -6013812.000000 Penalty: 5299.220703
	Iteration 102Q: 3 clusters Score -6013812 nChanged 25
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Entering Unmasked Estep 
Score: -6013804.000000 Penalty: 5299.220703
	Iteration 103Q: 3 clusters Score -6013804 nChanged 14
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	Iteration 104Q: 3 clusters Score -6013810 nChanged 17
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Entering Unmasked Estep 
Score: -6013817.500000 Penalty: 5299.220703
	Iteration 105Q: 3 clusters Score -6013818 nChanged 17
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Score: -6013826.000000 Penalty: 5299.220703
	Iteration 106Q: 3 clusters Score -6013826 nChanged 15
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	Iteration 107Q: 3 clusters Score -6013828 nChanged 21
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	Iteration 108Q: 3 clusters Score -6013838 nChanged 18
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	Iteration 109Q: 3 clusters Score -6013831 nChanged 18
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	Iteration 110Q: 3 clusters Score -6013838 nChanged 24
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	Iteration 111Q: 3 clusters Score -6013848 nChanged 21
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	Iteration 112Q: 3 clusters Score -6013852 nChanged 21
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	Iteration 113Q: 3 clusters Score -6013854 nChanged 20
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	Iteration 114Q: 3 clusters Score -6013856 nChanged 15
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	Iteration 115Q: 3 clusters Score -6013854 nChanged 15
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	Iteration 116Q: 3 clusters Score -6013854 nChanged 10
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	Iteration 117Q: 3 clusters Score -6013856 nChanged 7
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	Iteration 118Q: 3 clusters Score -6013852 nChanged 12
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	Iteration 119Q: 3 clusters Score -6013856 nChanged 9
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Score: -6013859.500000 Penalty: 5299.220703
	Iteration 120F: 3 clusters Score -6013860 nChanged 7
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	Iteration 121Q: 3 clusters Score -6013859 nChanged 8
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	Iteration 122Q: 3 clusters Score -6013860 nChanged 11
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	Iteration 123Q: 3 clusters Score -6013854 nChanged 13
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	Iteration 124Q: 3 clusters Score -6013856 nChanged 9
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	Iteration 125Q: 3 clusters Score -6013856 nChanged 11
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	Iteration 126Q: 3 clusters Score -6013860 nChanged 12
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6013858 nChanged 15
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	Iteration 128Q: 3 clusters Score -6013863 nChanged 17
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Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -6013867.500000 Penalty: 5299.220703
	Iteration 129Q: 3 clusters Score -6013868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -6013869.000000 Penalty: 5299.220703
	Iteration 130Q: 3 clusters Score -6013869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -6013876.000000 Penalty: 5299.220703
	Iteration 131Q: 3 clusters Score -6013876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -6013882.500000 Penalty: 5299.220703
	Iteration 132Q: 3 clusters Score -6013882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -6013887.000000 Penalty: 5299.220703
	Iteration 133Q: 3 clusters Score -6013887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -6013889.000000 Penalty: 5299.220703
	Iteration 134Q: 3 clusters Score -6013889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -6013883.500000 Penalty: 5299.220703
	Iteration 135Q: 3 clusters Score -6013884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -6013880.500000 Penalty: 5299.220703
	Iteration 136Q: 3 clusters Score -6013880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -6013875.000000 Penalty: 5299.220703
	Iteration 137Q: 3 clusters Score -6013875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -6013878.500000 Penalty: 5299.220703
	Iteration 138Q: 3 clusters Score -6013878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -6013877.000000 Penalty: 5299.220703
	Iteration 139Q: 3 clusters Score -6013877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -6013885.500000 Penalty: 5299.220703
	Iteration 140F: 3 clusters Score -6013886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -6013882.000000 Penalty: 5299.220703
	Iteration 141Q: 3 clusters Score -6013882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -6013885.500000 Penalty: 5299.220703
	Iteration 142Q: 3 clusters Score -6013886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -6013887.000000 Penalty: 5299.220703
	Iteration 143Q: 3 clusters Score -6013887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -6013881.000000 Penalty: 5299.220703
	Iteration 144Q: 3 clusters Score -6013881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -6013882.500000 Penalty: 5299.220703
	Iteration 145Q: 3 clusters Score -6013882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -6013883.000000 Penalty: 5299.220703
	Iteration 146Q: 3 clusters Score -6013883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -6013884.500000 Penalty: 5299.220703
	Iteration 147Q: 3 clusters Score -6013884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -6013886.500000 Penalty: 5299.220703
	Iteration 148Q: 3 clusters Score -6013886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -6013886.000000 Penalty: 5299.220703
	Iteration 149Q: 3 clusters Score -6013886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -6013877.500000 Penalty: 5299.220703
	Iteration 150Q: 3 clusters Score -6013878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -6013886.500000 Penalty: 5299.220703
	Iteration 151Q: 3 clusters Score -6013886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -6013883.000000 Penalty: 5299.220703
	Iteration 152Q: 3 clusters Score -6013883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -6013882.000000 Penalty: 5299.220703
	Iteration 153Q: 3 clusters Score -6013882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -6013885.500000 Penalty: 5299.220703
	Iteration 154Q: 3 clusters Score -6013886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -6013884.500000 Penalty: 5299.220703
	Iteration 155Q: 3 clusters Score -6013884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -6013887.500000 Penalty: 5299.220703
	Iteration 156Q: 3 clusters Score -6013888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -6013884.500000 Penalty: 5299.220703
	Iteration 157Q: 3 clusters Score -6013884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -6013882.000000 Penalty: 5299.220703
	Iteration 158Q: 3 clusters Score -6013882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -6013881.500000 Penalty: 5299.220703
	Iteration 159Q: 3 clusters Score -6013882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -6013881.500000 Penalty: 5299.220703
	Iteration 160F: 3 clusters Score -6013882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -6013873.000000 Penalty: 5299.220703
	Iteration 161Q: 3 clusters Score -6013873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -6013877.500000 Penalty: 5299.220703
	Iteration 162Q: 3 clusters Score -6013878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -6013882.000000 Penalty: 5299.220703
	Iteration 163Q: 3 clusters Score -6013882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -6013886.500000 Penalty: 5299.220703
	Iteration 164Q: 3 clusters Score -6013886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6013881.500000 Penalty: 5299.220703
	Iteration 165Q: 3 clusters Score -6013882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6013884.500000 Penalty: 5299.220703
	Iteration 166Q: 3 clusters Score -6013884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6013884.500000 Penalty: 5299.220703
	Iteration 167F: 3 clusters Score -6013884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26720.460938 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26720.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26845.890625 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26845.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26882.843750 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -26882.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26900.023438 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -26900.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26902.589844 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -26902.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26912.699219 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -26912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26930.947266 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -26930.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26945.417969 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -26945.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26950.644531 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -26950.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26952.185547 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -26952.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26952.185547 Penalty: 2744.561279
	Iteration 10F: 3 clusters Score -26952.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47009.406250 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -47009.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47232.585938 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47232.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47381.839844 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -47381.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47500.125000 Penalty: 2935.771240
	Iteration 3F: 3 clusters Score -47500.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47652.070312 Penalty: 2935.771240
	Iteration 4F: 3 clusters Score -47652.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47715.160156 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47715.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47772.800781 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47825.976562 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47825.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47855.972656 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -47855.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47899.941406 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -47899.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48059.406250 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -48059.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48220.968750 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -48220.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48233.890625 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -48233.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48251.859375 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -48251.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48261.265625 Penalty: 2935.771240
	Iteration 14Q: 3 clusters Score -48261.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48277.605469 Penalty: 2935.771240
	Iteration 15Q: 3 clusters Score -48277.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48277.605469 Penalty: 2935.771240
	Iteration 16F: 3 clusters Score -48277.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 3575 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 10889 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 2943 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 11 contains 9519 members 
Mstep: Class 12 contains 14624 members 
Mstep: Class 13 contains 65684 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 46085 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 152348 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1555 members 
Mstep: Class 32 contains 198001 members 
Mstep: Class 33 contains 43648 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 89 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1894 members 
Entering Unmasked Estep 
Score: -95485336.000000 Penalty: 122977.367188
Splitting cluster 35 changes total score from -95486976.000000 to -95485336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -313498.593750 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -313498.6 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 1075 members 
Entering Unmasked Estep 
Score: -310757.750000 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -310757.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -311247.562500 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -311247.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -311372.187500 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -311372.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -311440.218750 Penalty: 3810.053955
	Iteration 3Q: 3 clusters Score -311440.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -311478.593750 Penalty: 3810.053955
	Iteration 4Q: 3 clusters Score -311478.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -311504.250000 Penalty: 3810.053955
	Iteration 5Q: 3 clusters Score -311504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -311523.437500 Penalty: 3810.053955
	Iteration 6Q: 3 clusters Score -311523.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -311547.875000 Penalty: 3810.053955
	Iteration 7Q: 3 clusters Score -311547.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -311554.625000 Penalty: 3810.053955
	Iteration 8Q: 3 clusters Score -311554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -311559.375000 Penalty: 3810.053955
	Iteration 9Q: 3 clusters Score -311559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -311564.625000 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -311564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -311569.468750 Penalty: 3810.053955
	Iteration 11Q: 3 clusters Score -311569.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -311571.812500 Penalty: 3810.053955
	Iteration 12Q: 3 clusters Score -311571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -311573.000000 Penalty: 3810.053955
	Iteration 13Q: 3 clusters Score -311573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -311573.437500 Penalty: 3810.053955
	Iteration 14Q: 3 clusters Score -311573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -311573.437500 Penalty: 3810.053955
	Iteration 15F: 3 clusters Score -311573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -277542.062500 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -277542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -274979.375000 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -274979.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -275387.937500 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -275387.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -275537.437500 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -275537.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -275650.437500 Penalty: 3743.037354
	Iteration 3F: 3 clusters Score -275650.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -275690.187500 Penalty: 3743.037354
	Iteration 4Q: 3 clusters Score -275690.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -275739.781250 Penalty: 3743.037354
	Iteration 5Q: 3 clusters Score -275739.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -275802.968750 Penalty: 3743.037354
	Iteration 6Q: 3 clusters Score -275803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -275863.968750 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -275864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -275904.031250 Penalty: 3743.037354
	Iteration 8Q: 3 clusters Score -275904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -275959.718750 Penalty: 3743.037354
	Iteration 9Q: 3 clusters Score -275959.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -276025.125000 Penalty: 3743.037354
	Iteration 10Q: 3 clusters Score -276025.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -276092.000000 Penalty: 3743.037354
	Iteration 11Q: 3 clusters Score -276092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -276182.250000 Penalty: 3743.037354
	Iteration 12Q: 3 clusters Score -276182.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -276265.968750 Penalty: 3743.037354
	Iteration 13Q: 3 clusters Score -276266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -276312.906250 Penalty: 3743.037354
	Iteration 14Q: 3 clusters Score -276312.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -276350.437500 Penalty: 3743.037354
	Iteration 15Q: 3 clusters Score -276350.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -276385.281250 Penalty: 3743.037354
	Iteration 16Q: 3 clusters Score -276385.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -276419.687500 Penalty: 3743.037354
	Iteration 17Q: 3 clusters Score -276419.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -276441.531250 Penalty: 3743.037354
	Iteration 18Q: 3 clusters Score -276441.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -276459.531250 Penalty: 3743.037354
	Iteration 19Q: 3 clusters Score -276459.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -276487.062500 Penalty: 3743.037354
	Iteration 20F: 3 clusters Score -276487.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -276504.468750 Penalty: 3743.037354
	Iteration 21Q: 3 clusters Score -276504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -276519.625000 Penalty: 3743.037354
	Iteration 22Q: 3 clusters Score -276519.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -276536.906250 Penalty: 3743.037354
	Iteration 23Q: 3 clusters Score -276536.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -276559.218750 Penalty: 3743.037354
	Iteration 24Q: 3 clusters Score -276559.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -276573.593750 Penalty: 3743.037354
	Iteration 25Q: 3 clusters Score -276573.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -276583.562500 Penalty: 3743.037354
	Iteration 26Q: 3 clusters Score -276583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -276593.375000 Penalty: 3743.037354
	Iteration 27Q: 3 clusters Score -276593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -276599.375000 Penalty: 3743.037354
	Iteration 28Q: 3 clusters Score -276599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -276605.687500 Penalty: 3743.037354
	Iteration 29Q: 3 clusters Score -276605.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -276611.218750 Penalty: 3743.037354
	Iteration 30Q: 3 clusters Score -276611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -276615.218750 Penalty: 3743.037354
	Iteration 31Q: 3 clusters Score -276615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -276619.093750 Penalty: 3743.037354
	Iteration 32Q: 3 clusters Score -276619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -276623.218750 Penalty: 3743.037354
	Iteration 33Q: 3 clusters Score -276623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -276627.406250 Penalty: 3743.037354
	Iteration 34Q: 3 clusters Score -276627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276634.062500 Penalty: 3743.037354
	Iteration 35Q: 3 clusters Score -276634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276637.281250 Penalty: 3743.037354
	Iteration 36Q: 3 clusters Score -276637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276638.156250 Penalty: 3743.037354
	Iteration 37Q: 3 clusters Score -276638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -276638.375000 Penalty: 3743.037354
	Iteration 38Q: 3 clusters Score -276638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -276638.375000 Penalty: 3743.037354
	Iteration 39F: 3 clusters Score -276638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 3575 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 10889 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 2943 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 11 contains 9519 members 
Mstep: Class 12 contains 14624 members 
Mstep: Class 13 contains 65684 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 46085 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 152348 members 
Mstep: Class 24 contains 6506 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1555 members 
Mstep: Class 32 contains 198001 members 
Mstep: Class 33 contains 43648 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487056.000000 Penalty: 119653.656250
Iteration 199Q: 37 clusters Score -9.548706e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 15600 members 
Mstep: Class 3 contains 3580 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7700 members 
Mstep: Class 6 contains 10878 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 2937 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 35037 members 
Mstep: Class 11 contains 9516 members 
Mstep: Class 12 contains 14629 members 
Mstep: Class 13 contains 65682 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46095 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11927 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 152207 members 
Mstep: Class 24 contains 6505 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 1555 members 
Mstep: Class 32 contains 198235 members 
Mstep: Class 33 contains 43650 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487304.000000 Penalty: 119653.656250
Iteration 200F: 37 clusters Score -9.54873e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 10877 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 65683 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 152082 members 
Mstep: Class 24 contains 6504 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1554 members 
Mstep: Class 32 contains 198415 members 
Mstep: Class 33 contains 43652 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487304.000000 Penalty: 119653.656250
Iteration 201Q: 37 clusters Score -9.54873e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 10875 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 34952 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14632 members 
Mstep: Class 13 contains 65683 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46096 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11929 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 151941 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 198628 members 
Mstep: Class 33 contains 43652 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487200.000000 Penalty: 119653.656250
Iteration 202Q: 37 clusters Score -9.54872e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 15614 members 
Mstep: Class 3 contains 3599 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7663 members 
Mstep: Class 6 contains 10878 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 2920 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14635 members 
Mstep: Class 13 contains 65689 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46098 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11930 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 151781 members 
Mstep: Class 24 contains 6501 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 198812 members 
Mstep: Class 33 contains 43654 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487192.000000 Penalty: 119653.656250
Iteration 203Q: 37 clusters Score -9.548719e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 15613 members 
Mstep: Class 3 contains 3606 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 10868 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 34892 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 65692 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46100 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11932 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 151642 members 
Mstep: Class 24 contains 6501 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 199012 members 
Mstep: Class 33 contains 43658 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487264.000000 Penalty: 119653.656250
Iteration 204Q: 37 clusters Score -9.548726e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 15614 members 
Mstep: Class 3 contains 3608 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7636 members 
Mstep: Class 6 contains 10854 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 4085 members 
Mstep: Class 10 contains 34878 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 65689 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46101 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 151506 members 
Mstep: Class 24 contains 6500 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 199191 members 
Mstep: Class 33 contains 43660 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487416.000000 Penalty: 119653.656250
Iteration 205Q: 37 clusters Score -9.548742e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 15617 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7621 members 
Mstep: Class 6 contains 10843 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 34843 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 65690 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 151359 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 199383 members 
Mstep: Class 33 contains 43668 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487488.000000 Penalty: 119653.656250
Iteration 206Q: 37 clusters Score -9.548749e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 15627 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 10843 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 4054 members 
Mstep: Class 10 contains 34810 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 14643 members 
Mstep: Class 13 contains 65688 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 151183 members 
Mstep: Class 24 contains 6498 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 199585 members 
Mstep: Class 33 contains 43671 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487456.000000 Penalty: 119653.656250
Iteration 207Q: 37 clusters Score -9.548746e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15629 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 10840 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 34770 members 
Mstep: Class 11 contains 9518 members 
Mstep: Class 12 contains 14647 members 
Mstep: Class 13 contains 65695 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46103 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 151037 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 199759 members 
Mstep: Class 33 contains 43673 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487648.000000 Penalty: 119653.656250
Iteration 208Q: 37 clusters Score -9.548765e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15630 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7610 members 
Mstep: Class 6 contains 10828 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 34751 members 
Mstep: Class 11 contains 9519 members 
Mstep: Class 12 contains 14646 members 
Mstep: Class 13 contains 65703 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11940 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150898 members 
Mstep: Class 24 contains 6497 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 199937 members 
Mstep: Class 33 contains 43679 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487608.000000 Penalty: 119653.656250
Iteration 209Q: 37 clusters Score -9.548761e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15629 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 10824 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 34728 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 14647 members 
Mstep: Class 13 contains 65704 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150760 members 
Mstep: Class 24 contains 6498 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200112 members 
Mstep: Class 33 contains 43686 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487664.000000 Penalty: 119653.656250
Iteration 210Q: 37 clusters Score -9.548766e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15629 members 
Mstep: Class 3 contains 3626 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7601 members 
Mstep: Class 6 contains 10825 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 34707 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14648 members 
Mstep: Class 13 contains 65701 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46108 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150626 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200283 members 
Mstep: Class 33 contains 43691 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487792.000000 Penalty: 119653.656250
Iteration 211Q: 37 clusters Score -9.548779e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 15629 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 3941 members 
Mstep: Class 10 contains 34692 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 65707 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150527 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200412 members 
Mstep: Class 33 contains 43690 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487840.000000 Penalty: 119653.656250
Iteration 212Q: 37 clusters Score -9.548784e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15632 members 
Mstep: Class 3 contains 3630 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 10 contains 34677 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 65712 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46113 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150446 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200522 members 
Mstep: Class 33 contains 43688 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487808.000000 Penalty: 119653.656250
Iteration 213Q: 37 clusters Score -9.548781e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15637 members 
Mstep: Class 3 contains 3630 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 10817 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 3903 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14650 members 
Mstep: Class 13 contains 65715 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150370 members 
Mstep: Class 24 contains 6497 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200635 members 
Mstep: Class 33 contains 43687 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487904.000000 Penalty: 119653.656250
Iteration 214Q: 37 clusters Score -9.54879e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 15638 members 
Mstep: Class 3 contains 3630 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 3888 members 
Mstep: Class 10 contains 34645 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14650 members 
Mstep: Class 13 contains 65722 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150307 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200720 members 
Mstep: Class 33 contains 43688 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487992.000000 Penalty: 119653.656250
Iteration 215Q: 37 clusters Score -9.548799e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 15639 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 10817 members 
Mstep: Class 7 contains 6443 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 34631 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14651 members 
Mstep: Class 13 contains 65732 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150254 members 
Mstep: Class 24 contains 6494 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200795 members 
Mstep: Class 33 contains 43690 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487992.000000 Penalty: 119653.656250
Iteration 216Q: 37 clusters Score -9.548799e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 15640 members 
Mstep: Class 3 contains 3633 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 34622 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65738 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150226 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200840 members 
Mstep: Class 33 contains 43692 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488000.000000 Penalty: 119653.656250
Iteration 217Q: 37 clusters Score -9.5488e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15642 members 
Mstep: Class 3 contains 3638 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 2902 members 
Mstep: Class 9 contains 3837 members 
Mstep: Class 10 contains 34600 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65742 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46117 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150218 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200867 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487960.000000 Penalty: 119653.656250
Iteration 218Q: 37 clusters Score -9.548796e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15643 members 
Mstep: Class 3 contains 3642 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2901 members 
Mstep: Class 9 contains 3827 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65744 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150199 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1550 members 
Mstep: Class 32 contains 200912 members 
Mstep: Class 33 contains 43703 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488048.000000 Penalty: 119653.656250
Iteration 219Q: 37 clusters Score -9.548805e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15642 members 
Mstep: Class 3 contains 3643 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 34552 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65749 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150181 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 200955 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488184.000000 Penalty: 119653.656250
Iteration 220F: 37 clusters Score -9.548818e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15643 members 
Mstep: Class 3 contains 3646 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 10823 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 3810 members 
Mstep: Class 10 contains 34529 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65750 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46110 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150177 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 200990 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488232.000000 Penalty: 119653.656250
Iteration 221Q: 37 clusters Score -9.548823e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15645 members 
Mstep: Class 3 contains 3649 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 3799 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65750 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 46110 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150165 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 201016 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488192.000000 Penalty: 119653.656250
Iteration 222Q: 37 clusters Score -9.548819e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15648 members 
Mstep: Class 3 contains 3652 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 2895 members 
Mstep: Class 9 contains 3792 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65752 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150150 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 201055 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488240.000000 Penalty: 119653.656250
Iteration 223Q: 37 clusters Score -9.548824e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15651 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 2895 members 
Mstep: Class 9 contains 3786 members 
Mstep: Class 10 contains 34481 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65759 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150127 members 
Mstep: Class 24 contains 6490 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 201090 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488256.000000 Penalty: 119653.656250
Iteration 224Q: 37 clusters Score -9.548826e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15652 members 
Mstep: Class 3 contains 3654 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2894 members 
Mstep: Class 9 contains 3777 members 
Mstep: Class 10 contains 34473 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65761 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46108 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150104 members 
Mstep: Class 24 contains 6489 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 201117 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488312.000000 Penalty: 119653.656250
Iteration 225Q: 37 clusters Score -9.548831e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15654 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3774 members 
Mstep: Class 10 contains 34460 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65764 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150079 members 
Mstep: Class 24 contains 6489 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1549 members 
Mstep: Class 32 contains 201151 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488184.000000 Penalty: 119653.656250
Iteration 226Q: 37 clusters Score -9.548818e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15658 members 
Mstep: Class 3 contains 3659 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 34450 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65765 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46104 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150061 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201176 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488112.000000 Penalty: 119653.656250
Iteration 227Q: 37 clusters Score -9.548811e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15659 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 34433 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65771 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150051 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201205 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487976.000000 Penalty: 119653.656250
Iteration 228Q: 37 clusters Score -9.548798e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 34421 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65772 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46102 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150045 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201219 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95487992.000000 Penalty: 119653.656250
Iteration 229Q: 37 clusters Score -9.548799e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15662 members 
Mstep: Class 3 contains 3667 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 34407 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65774 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46100 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150047 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201232 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488000.000000 Penalty: 119653.656250
Iteration 230Q: 37 clusters Score -9.5488e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 34396 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65773 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46101 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150031 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201259 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488128.000000 Penalty: 119653.656250
Iteration 231Q: 37 clusters Score -9.548813e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15664 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34390 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65774 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46101 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150022 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201271 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488136.000000 Penalty: 119653.656250
Iteration 232Q: 37 clusters Score -9.548814e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34382 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65775 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46101 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 150009 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201292 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488048.000000 Penalty: 119653.656250
Iteration 233Q: 37 clusters Score -9.548805e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34381 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65775 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46101 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149979 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201325 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488104.000000 Penalty: 119653.656250
Iteration 234Q: 37 clusters Score -9.54881e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7573 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34373 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65775 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46103 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149958 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 201357 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488064.000000 Penalty: 119653.656250
Iteration 235Q: 37 clusters Score -9.548806e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7573 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34364 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65773 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149947 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1546 members 
Mstep: Class 32 contains 201378 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488064.000000 Penalty: 119653.656250
Iteration 236Q: 37 clusters Score -9.548806e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34357 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65777 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149926 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1544 members 
Mstep: Class 32 contains 201402 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488072.000000 Penalty: 119653.656250
Iteration 237Q: 37 clusters Score -9.548807e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7573 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34347 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65778 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149909 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1544 members 
Mstep: Class 32 contains 201430 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488064.000000 Penalty: 119653.656250
Iteration 238Q: 37 clusters Score -9.548806e+07 nChanged 77
Entering ConstructFrom: 
Score: -95488064.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -673596.187500 Penalty: 2100.689209
	Iteration 0F: 2 clusters Score -673596.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -669199.875000 Penalty: 4201.378418
	Iteration 0F: 3 clusters Score -669199.9 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -670245.312500 Penalty: 4201.378418
	Iteration 1F: 3 clusters Score -670245.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -670510.562500 Penalty: 4201.378418
	Iteration 2F: 3 clusters Score -670510.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -670674.937500 Penalty: 4201.378418
	Iteration 3F: 3 clusters Score -670674.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -670778.750000 Penalty: 4201.378418
	Iteration 4Q: 3 clusters Score -670778.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -670872.062500 Penalty: 4201.378418
	Iteration 5Q: 3 clusters Score -670872.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -670954.562500 Penalty: 4201.378418
	Iteration 6Q: 3 clusters Score -670954.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -671037.937500 Penalty: 4201.378418
	Iteration 7Q: 3 clusters Score -671037.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -671129.125000 Penalty: 4201.378418
	Iteration 8Q: 3 clusters Score -671129.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -671223.812500 Penalty: 4201.378418
	Iteration 9Q: 3 clusters Score -671223.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -671306.000000 Penalty: 4201.378418
	Iteration 10Q: 3 clusters Score -671306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -671385.000000 Penalty: 4201.378418
	Iteration 11Q: 3 clusters Score -671385 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -671479.687500 Penalty: 4201.378418
	Iteration 12Q: 3 clusters Score -671479.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -671594.062500 Penalty: 4201.378418
	Iteration 13Q: 3 clusters Score -671594.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -671697.687500 Penalty: 4201.378418
	Iteration 14Q: 3 clusters Score -671697.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -671786.000000 Penalty: 4201.378418
	Iteration 15Q: 3 clusters Score -671786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -671855.750000 Penalty: 4201.378418
	Iteration 16Q: 3 clusters Score -671855.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -671921.312500 Penalty: 4201.378418
	Iteration 17Q: 3 clusters Score -671921.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -671969.937500 Penalty: 4201.378418
	Iteration 18Q: 3 clusters Score -671969.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -672006.625000 Penalty: 4201.378418
	Iteration 19Q: 3 clusters Score -672006.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -672025.562500 Penalty: 4201.378418
	Iteration 20F: 3 clusters Score -672025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -672049.375000 Penalty: 4201.378418
	Iteration 21Q: 3 clusters Score -672049.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -672068.437500 Penalty: 4201.378418
	Iteration 22Q: 3 clusters Score -672068.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -672090.000000 Penalty: 4201.378418
	Iteration 23Q: 3 clusters Score -672090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -672115.250000 Penalty: 4201.378418
	Iteration 24Q: 3 clusters Score -672115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -672128.937500 Penalty: 4201.378418
	Iteration 25Q: 3 clusters Score -672128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -672140.125000 Penalty: 4201.378418
	Iteration 26Q: 3 clusters Score -672140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -672148.875000 Penalty: 4201.378418
	Iteration 27Q: 3 clusters Score -672148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -672153.375000 Penalty: 4201.378418
	Iteration 28Q: 3 clusters Score -672153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -672156.812500 Penalty: 4201.378418
	Iteration 29Q: 3 clusters Score -672156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -672163.562500 Penalty: 4201.378418
	Iteration 30Q: 3 clusters Score -672163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -672175.000000 Penalty: 4201.378418
	Iteration 31Q: 3 clusters Score -672175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -672180.562500 Penalty: 4201.378418
	Iteration 32Q: 3 clusters Score -672180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -672185.500000 Penalty: 4201.378418
	Iteration 33Q: 3 clusters Score -672185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -672190.375000 Penalty: 4201.378418
	Iteration 34Q: 3 clusters Score -672190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -672192.250000 Penalty: 4201.378418
	Iteration 35Q: 3 clusters Score -672192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -672192.687500 Penalty: 4201.378418
	Iteration 36Q: 3 clusters Score -672192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -672192.687500 Penalty: 4201.378418
	Iteration 37F: 3 clusters Score -672192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Entering Unmasked Estep 
Score: -2292738.000000 Penalty: 2395.493652
	Iteration 0F: 2 clusters Score -2292738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2281444.250000 Penalty: 4790.987305
	Iteration 0F: 3 clusters Score -2281444 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2285099.000000 Penalty: 4790.987305
	Iteration 1F: 3 clusters Score -2285099 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2285529.500000 Penalty: 4790.987305
	Iteration 2F: 3 clusters Score -2285530 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2285894.250000 Penalty: 4790.987305
	Iteration 3F: 3 clusters Score -2285894 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2286217.500000 Penalty: 4790.987305
	Iteration 4Q: 3 clusters Score -2286218 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2286519.000000 Penalty: 4790.987305
	Iteration 5Q: 3 clusters Score -2286519 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2286819.000000 Penalty: 4790.987305
	Iteration 6Q: 3 clusters Score -2286819 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2287154.000000 Penalty: 4790.987305
	Iteration 7Q: 3 clusters Score -2287154 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2287545.000000 Penalty: 4790.987305
	Iteration 8Q: 3 clusters Score -2287545 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2287968.750000 Penalty: 4790.987305
	Iteration 9Q: 3 clusters Score -2287969 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2288378.000000 Penalty: 4790.987305
	Iteration 10Q: 3 clusters Score -2288378 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2288756.000000 Penalty: 4790.987305
	Iteration 11Q: 3 clusters Score -2288756 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2289065.000000 Penalty: 4790.987305
	Iteration 12Q: 3 clusters Score -2289065 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2289280.750000 Penalty: 4790.987305
	Iteration 13Q: 3 clusters Score -2289281 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2289443.000000 Penalty: 4790.987305
	Iteration 14Q: 3 clusters Score -2289443 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2289537.000000 Penalty: 4790.987305
	Iteration 15Q: 3 clusters Score -2289537 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2289612.750000 Penalty: 4790.987305
	Iteration 16Q: 3 clusters Score -2289613 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2289688.500000 Penalty: 4790.987305
	Iteration 17Q: 3 clusters Score -2289688 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2289743.000000 Penalty: 4790.987305
	Iteration 18Q: 3 clusters Score -2289743 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2289788.750000 Penalty: 4790.987305
	Iteration 19Q: 3 clusters Score -2289789 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2289824.250000 Penalty: 4790.987305
	Iteration 20F: 3 clusters Score -2289824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2289846.000000 Penalty: 4790.987305
	Iteration 21Q: 3 clusters Score -2289846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2289862.750000 Penalty: 4790.987305
	Iteration 22Q: 3 clusters Score -2289863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2289886.250000 Penalty: 4790.987305
	Iteration 23Q: 3 clusters Score -2289886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2289905.000000 Penalty: 4790.987305
	Iteration 24Q: 3 clusters Score -2289905 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2289931.000000 Penalty: 4790.987305
	Iteration 25Q: 3 clusters Score -2289931 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2289957.750000 Penalty: 4790.987305
	Iteration 26Q: 3 clusters Score -2289958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2289979.750000 Penalty: 4790.987305
	Iteration 27Q: 3 clusters Score -2289980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2290002.250000 Penalty: 4790.987305
	Iteration 28Q: 3 clusters Score -2290002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2290025.750000 Penalty: 4790.987305
	Iteration 29Q: 3 clusters Score -2290026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2290044.500000 Penalty: 4790.987305
	Iteration 30Q: 3 clusters Score -2290044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2290059.250000 Penalty: 4790.987305
	Iteration 31Q: 3 clusters Score -2290059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2290076.750000 Penalty: 4790.987305
	Iteration 32Q: 3 clusters Score -2290077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2290087.500000 Penalty: 4790.987305
	Iteration 33Q: 3 clusters Score -2290088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2290103.000000 Penalty: 4790.987305
	Iteration 34Q: 3 clusters Score -2290103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2290110.750000 Penalty: 4790.987305
	Iteration 35Q: 3 clusters Score -2290111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2290120.000000 Penalty: 4790.987305
	Iteration 36Q: 3 clusters Score -2290120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2290129.000000 Penalty: 4790.987305
	Iteration 37Q: 3 clusters Score -2290129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2290146.000000 Penalty: 4790.987305
	Iteration 38Q: 3 clusters Score -2290146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2290163.000000 Penalty: 4790.987305
	Iteration 39Q: 3 clusters Score -2290163 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2290181.500000 Penalty: 4790.987305
	Iteration 40F: 3 clusters Score -2290182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2290205.250000 Penalty: 4790.987305
	Iteration 41Q: 3 clusters Score -2290205 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2290226.500000 Penalty: 4790.987305
	Iteration 42Q: 3 clusters Score -2290226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2290248.250000 Penalty: 4790.987305
	Iteration 43Q: 3 clusters Score -2290248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2290275.000000 Penalty: 4790.987305
	Iteration 44Q: 3 clusters Score -2290275 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2290303.000000 Penalty: 4790.987305
	Iteration 45Q: 3 clusters Score -2290303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2290329.000000 Penalty: 4790.987305
	Iteration 46Q: 3 clusters Score -2290329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2290350.000000 Penalty: 4790.987305
	Iteration 47Q: 3 clusters Score -2290350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2290361.250000 Penalty: 4790.987305
	Iteration 48Q: 3 clusters Score -2290361 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2290394.500000 Penalty: 4790.987305
	Iteration 49Q: 3 clusters Score -2290394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2290428.750000 Penalty: 4790.987305
	Iteration 50Q: 3 clusters Score -2290429 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2290449.250000 Penalty: 4790.987305
	Iteration 51Q: 3 clusters Score -2290449 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2290478.500000 Penalty: 4790.987305
	Iteration 52Q: 3 clusters Score -2290478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2290509.500000 Penalty: 4790.987305
	Iteration 53Q: 3 clusters Score -2290510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2290556.000000 Penalty: 4790.987305
	Iteration 54Q: 3 clusters Score -2290556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2290600.750000 Penalty: 4790.987305
	Iteration 55Q: 3 clusters Score -2290601 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2290650.500000 Penalty: 4790.987305
	Iteration 56Q: 3 clusters Score -2290650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2290698.250000 Penalty: 4790.987305
	Iteration 57Q: 3 clusters Score -2290698 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2290749.500000 Penalty: 4790.987305
	Iteration 58Q: 3 clusters Score -2290750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2290802.000000 Penalty: 4790.987305
	Iteration 59Q: 3 clusters Score -2290802 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2290857.000000 Penalty: 4790.987305
	Iteration 60F: 3 clusters Score -2290857 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2290920.250000 Penalty: 4790.987305
	Iteration 61Q: 3 clusters Score -2290920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2290976.000000 Penalty: 4790.987305
	Iteration 62Q: 3 clusters Score -2290976 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2291028.250000 Penalty: 4790.987305
	Iteration 63Q: 3 clusters Score -2291028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2291115.750000 Penalty: 4790.987305
	Iteration 64Q: 3 clusters Score -2291116 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2291200.000000 Penalty: 4790.987305
	Iteration 65Q: 3 clusters Score -2291200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2291261.000000 Penalty: 4790.987305
	Iteration 66Q: 3 clusters Score -2291261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2291317.500000 Penalty: 4790.987305
	Iteration 67Q: 3 clusters Score -2291318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2291351.750000 Penalty: 4790.987305
	Iteration 68Q: 3 clusters Score -2291352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2291375.250000 Penalty: 4790.987305
	Iteration 69Q: 3 clusters Score -2291375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2291397.500000 Penalty: 4790.987305
	Iteration 70Q: 3 clusters Score -2291398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2291411.250000 Penalty: 4790.987305
	Iteration 71Q: 3 clusters Score -2291411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2291417.500000 Penalty: 4790.987305
	Iteration 72Q: 3 clusters Score -2291418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2291427.500000 Penalty: 4790.987305
	Iteration 73Q: 3 clusters Score -2291428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2291438.250000 Penalty: 4790.987305
	Iteration 74Q: 3 clusters Score -2291438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2291453.250000 Penalty: 4790.987305
	Iteration 75Q: 3 clusters Score -2291453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2291456.750000 Penalty: 4790.987305
	Iteration 76Q: 3 clusters Score -2291457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2291458.000000 Penalty: 4790.987305
	Iteration 77Q: 3 clusters Score -2291458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2291455.750000 Penalty: 4790.987305
	Iteration 78Q: 3 clusters Score -2291456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2291456.250000 Penalty: 4790.987305
	Iteration 79Q: 3 clusters Score -2291456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2291456.250000 Penalty: 4790.987305
	Iteration 80F: 3 clusters Score -2291456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2291458.250000 Penalty: 4790.987305
	Iteration 81Q: 3 clusters Score -2291458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2291454.500000 Penalty: 4790.987305
	Iteration 82Q: 3 clusters Score -2291454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2291455.000000 Penalty: 4790.987305
	Iteration 83Q: 3 clusters Score -2291455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2291455.000000 Penalty: 4790.987305
	Iteration 84F: 3 clusters Score -2291455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -530831.062500 Penalty: 2035.638428
	Iteration 0F: 2 clusters Score -530831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -527114.875000 Penalty: 4071.276855
	Iteration 0F: 3 clusters Score -527114.9 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -527877.562500 Penalty: 4071.276855
	Iteration 1F: 3 clusters Score -527877.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -528126.687500 Penalty: 4071.276855
	Iteration 2F: 3 clusters Score -528126.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -528412.437500 Penalty: 4071.276855
	Iteration 3F: 3 clusters Score -528412.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -528684.062500 Penalty: 4071.276855
	Iteration 4F: 3 clusters Score -528684.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -528888.375000 Penalty: 4071.276855
	Iteration 5F: 3 clusters Score -528888.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -529024.937500 Penalty: 4071.276855
	Iteration 6Q: 3 clusters Score -529024.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -529120.812500 Penalty: 4071.276855
	Iteration 7Q: 3 clusters Score -529120.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -529191.312500 Penalty: 4071.276855
	Iteration 8Q: 3 clusters Score -529191.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -529248.312500 Penalty: 4071.276855
	Iteration 9Q: 3 clusters Score -529248.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -529291.562500 Penalty: 4071.276855
	Iteration 10Q: 3 clusters Score -529291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -529317.062500 Penalty: 4071.276855
	Iteration 11Q: 3 clusters Score -529317.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -529343.312500 Penalty: 4071.276855
	Iteration 12Q: 3 clusters Score -529343.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -529362.437500 Penalty: 4071.276855
	Iteration 13Q: 3 clusters Score -529362.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -529375.500000 Penalty: 4071.276855
	Iteration 14Q: 3 clusters Score -529375.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -529382.437500 Penalty: 4071.276855
	Iteration 15Q: 3 clusters Score -529382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -529390.312500 Penalty: 4071.276855
	Iteration 16Q: 3 clusters Score -529390.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -529398.812500 Penalty: 4071.276855
	Iteration 17Q: 3 clusters Score -529398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -529405.000000 Penalty: 4071.276855
	Iteration 18Q: 3 clusters Score -529405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -529411.812500 Penalty: 4071.276855
	Iteration 19Q: 3 clusters Score -529411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -529419.500000 Penalty: 4071.276855
	Iteration 20F: 3 clusters Score -529419.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -529425.250000 Penalty: 4071.276855
	Iteration 21Q: 3 clusters Score -529425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -529429.875000 Penalty: 4071.276855
	Iteration 22Q: 3 clusters Score -529429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -529433.250000 Penalty: 4071.276855
	Iteration 23Q: 3 clusters Score -529433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -529435.812500 Penalty: 4071.276855
	Iteration 24Q: 3 clusters Score -529435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -529438.625000 Penalty: 4071.276855
	Iteration 25Q: 3 clusters Score -529438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -529442.812500 Penalty: 4071.276855
	Iteration 26Q: 3 clusters Score -529442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -529444.687500 Penalty: 4071.276855
	Iteration 27Q: 3 clusters Score -529444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -529447.562500 Penalty: 4071.276855
	Iteration 28Q: 3 clusters Score -529447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -529448.062500 Penalty: 4071.276855
	Iteration 29Q: 3 clusters Score -529448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -529448.750000 Penalty: 4071.276855
	Iteration 30Q: 3 clusters Score -529448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -529449.312500 Penalty: 4071.276855
	Iteration 31Q: 3 clusters Score -529449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -529449.312500 Penalty: 4071.276855
	Iteration 32F: 3 clusters Score -529449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100421.406250 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100421.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100865.976562 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101214.562500 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -101214.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101449.695312 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -101449.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -101575.421875 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -101575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101645.507812 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -101645.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101723.484375 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -101723.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101796.578125 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -101796.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101845.617188 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -101845.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101874.445312 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -101874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101884.664062 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -101884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101900.296875 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -101900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101911.539062 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -101911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101924.132812 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -101924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101939.343750 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -101939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101969.859375 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -101969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102002.015625 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -102002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102042.859375 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -102042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102070.367188 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -102070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102081.968750 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -102082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102099.609375 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -102099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102100.632812 Penalty: 3324.172363
	Iteration 21Q: 3 clusters Score -102100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102100.632812 Penalty: 3324.172363
	Iteration 22F: 3 clusters Score -102100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Entering Unmasked Estep 
Score: -1116747.625000 Penalty: 2215.254395
	Iteration 0F: 2 clusters Score -1116748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1110647.500000 Penalty: 4430.508789
	Iteration 0F: 3 clusters Score -1110648 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1112311.000000 Penalty: 4430.508789
	Iteration 1F: 3 clusters Score -1112311 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1112561.250000 Penalty: 4430.508789
	Iteration 2F: 3 clusters Score -1112561 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1112731.750000 Penalty: 4430.508789
	Iteration 3Q: 3 clusters Score -1112732 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1112912.750000 Penalty: 4430.508789
	Iteration 4Q: 3 clusters Score -1112913 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1113110.250000 Penalty: 4430.508789
	Iteration 5Q: 3 clusters Score -1113110 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1113351.000000 Penalty: 4430.508789
	Iteration 6Q: 3 clusters Score -1113351 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1113582.625000 Penalty: 4430.508789
	Iteration 7Q: 3 clusters Score -1113583 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1113792.125000 Penalty: 4430.508789
	Iteration 8Q: 3 clusters Score -1113792 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1113982.125000 Penalty: 4430.508789
	Iteration 9Q: 3 clusters Score -1113982 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1114165.125000 Penalty: 4430.508789
	Iteration 10Q: 3 clusters Score -1114165 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1114320.250000 Penalty: 4430.508789
	Iteration 11Q: 3 clusters Score -1114320 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1114443.750000 Penalty: 4430.508789
	Iteration 12Q: 3 clusters Score -1114444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1114539.500000 Penalty: 4430.508789
	Iteration 13Q: 3 clusters Score -1114540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1114613.500000 Penalty: 4430.508789
	Iteration 14Q: 3 clusters Score -1114614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1114692.500000 Penalty: 4430.508789
	Iteration 15Q: 3 clusters Score -1114692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1114754.250000 Penalty: 4430.508789
	Iteration 16Q: 3 clusters Score -1114754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1114820.750000 Penalty: 4430.508789
	Iteration 17Q: 3 clusters Score -1114821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1114865.625000 Penalty: 4430.508789
	Iteration 18Q: 3 clusters Score -1114866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1114901.875000 Penalty: 4430.508789
	Iteration 19Q: 3 clusters Score -1114902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1114932.625000 Penalty: 4430.508789
	Iteration 20F: 3 clusters Score -1114933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1114953.125000 Penalty: 4430.508789
	Iteration 21Q: 3 clusters Score -1114953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1114969.625000 Penalty: 4430.508789
	Iteration 22Q: 3 clusters Score -1114970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1114987.125000 Penalty: 4430.508789
	Iteration 23Q: 3 clusters Score -1114987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1114994.125000 Penalty: 4430.508789
	Iteration 24Q: 3 clusters Score -1114994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1115002.875000 Penalty: 4430.508789
	Iteration 25Q: 3 clusters Score -1115003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1115009.250000 Penalty: 4430.508789
	Iteration 26Q: 3 clusters Score -1115009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1115013.250000 Penalty: 4430.508789
	Iteration 27Q: 3 clusters Score -1115013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1115021.750000 Penalty: 4430.508789
	Iteration 28Q: 3 clusters Score -1115022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1115031.250000 Penalty: 4430.508789
	Iteration 29Q: 3 clusters Score -1115031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1115035.125000 Penalty: 4430.508789
	Iteration 30Q: 3 clusters Score -1115035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1115037.750000 Penalty: 4430.508789
	Iteration 31Q: 3 clusters Score -1115038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1115039.375000 Penalty: 4430.508789
	Iteration 32Q: 3 clusters Score -1115039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1115042.125000 Penalty: 4430.508789
	Iteration 33Q: 3 clusters Score -1115042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1115042.000000 Penalty: 4430.508789
	Iteration 34Q: 3 clusters Score -1115042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1115045.375000 Penalty: 4430.508789
	Iteration 35Q: 3 clusters Score -1115045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1115046.875000 Penalty: 4430.508789
	Iteration 36Q: 3 clusters Score -1115047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1115048.500000 Penalty: 4430.508789
	Iteration 37Q: 3 clusters Score -1115048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1115052.750000 Penalty: 4430.508789
	Iteration 38Q: 3 clusters Score -1115053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1115058.000000 Penalty: 4430.508789
	Iteration 39Q: 3 clusters Score -1115058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1115063.125000 Penalty: 4430.508789
	Iteration 40F: 3 clusters Score -1115063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1115069.500000 Penalty: 4430.508789
	Iteration 41Q: 3 clusters Score -1115070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1115077.375000 Penalty: 4430.508789
	Iteration 42Q: 3 clusters Score -1115077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1115086.125000 Penalty: 4430.508789
	Iteration 43Q: 3 clusters Score -1115086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1115088.875000 Penalty: 4430.508789
	Iteration 44Q: 3 clusters Score -1115089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1115091.375000 Penalty: 4430.508789
	Iteration 45Q: 3 clusters Score -1115091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1115091.375000 Penalty: 4430.508789
	Iteration 46F: 3 clusters Score -1115091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -1556584.625000 Penalty: 2303.732422
	Iteration 0F: 2 clusters Score -1556585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1548465.000000 Penalty: 4607.464844
	Iteration 0F: 3 clusters Score -1548465 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1550819.875000 Penalty: 4607.464844
	Iteration 1F: 3 clusters Score -1550820 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1551178.125000 Penalty: 4607.464844
	Iteration 2F: 3 clusters Score -1551178 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1551457.375000 Penalty: 4607.464844
	Iteration 3F: 3 clusters Score -1551457 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1551670.625000 Penalty: 4607.464844
	Iteration 4Q: 3 clusters Score -1551671 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1551853.500000 Penalty: 4607.464844
	Iteration 5Q: 3 clusters Score -1551854 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1552069.250000 Penalty: 4607.464844
	Iteration 6Q: 3 clusters Score -1552069 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1552278.750000 Penalty: 4607.464844
	Iteration 7Q: 3 clusters Score -1552279 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1552525.750000 Penalty: 4607.464844
	Iteration 8Q: 3 clusters Score -1552526 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1552768.375000 Penalty: 4607.464844
	Iteration 9Q: 3 clusters Score -1552768 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1553026.250000 Penalty: 4607.464844
	Iteration 10Q: 3 clusters Score -1553026 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1553307.750000 Penalty: 4607.464844
	Iteration 11Q: 3 clusters Score -1553308 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1553642.875000 Penalty: 4607.464844
	Iteration 12Q: 3 clusters Score -1553643 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1553900.125000 Penalty: 4607.464844
	Iteration 13Q: 3 clusters Score -1553900 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1554111.875000 Penalty: 4607.464844
	Iteration 14Q: 3 clusters Score -1554112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1554276.000000 Penalty: 4607.464844
	Iteration 15Q: 3 clusters Score -1554276 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1554429.375000 Penalty: 4607.464844
	Iteration 16Q: 3 clusters Score -1554429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1554548.125000 Penalty: 4607.464844
	Iteration 17Q: 3 clusters Score -1554548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1554618.000000 Penalty: 4607.464844
	Iteration 18Q: 3 clusters Score -1554618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1554669.625000 Penalty: 4607.464844
	Iteration 19Q: 3 clusters Score -1554670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1554713.250000 Penalty: 4607.464844
	Iteration 20F: 3 clusters Score -1554713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1554753.875000 Penalty: 4607.464844
	Iteration 21Q: 3 clusters Score -1554754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1554786.750000 Penalty: 4607.464844
	Iteration 22Q: 3 clusters Score -1554787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1554815.500000 Penalty: 4607.464844
	Iteration 23Q: 3 clusters Score -1554816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1554838.375000 Penalty: 4607.464844
	Iteration 24Q: 3 clusters Score -1554838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1554854.000000 Penalty: 4607.464844
	Iteration 25Q: 3 clusters Score -1554854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1554865.000000 Penalty: 4607.464844
	Iteration 26Q: 3 clusters Score -1554865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1554869.875000 Penalty: 4607.464844
	Iteration 27Q: 3 clusters Score -1554870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1554874.625000 Penalty: 4607.464844
	Iteration 28Q: 3 clusters Score -1554875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1554880.500000 Penalty: 4607.464844
	Iteration 29Q: 3 clusters Score -1554880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1554881.250000 Penalty: 4607.464844
	Iteration 30Q: 3 clusters Score -1554881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1554888.500000 Penalty: 4607.464844
	Iteration 31Q: 3 clusters Score -1554888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1554894.500000 Penalty: 4607.464844
	Iteration 32Q: 3 clusters Score -1554894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1554899.125000 Penalty: 4607.464844
	Iteration 33Q: 3 clusters Score -1554899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1554907.125000 Penalty: 4607.464844
	Iteration 34Q: 3 clusters Score -1554907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1554910.625000 Penalty: 4607.464844
	Iteration 35Q: 3 clusters Score -1554911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1554911.250000 Penalty: 4607.464844
	Iteration 36Q: 3 clusters Score -1554911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1554913.125000 Penalty: 4607.464844
	Iteration 37Q: 3 clusters Score -1554913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1554915.875000 Penalty: 4607.464844
	Iteration 38Q: 3 clusters Score -1554916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1554915.250000 Penalty: 4607.464844
	Iteration 39Q: 3 clusters Score -1554915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1554917.000000 Penalty: 4607.464844
	Iteration 40F: 3 clusters Score -1554917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1554917.625000 Penalty: 4607.464844
	Iteration 41Q: 3 clusters Score -1554918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1554919.500000 Penalty: 4607.464844
	Iteration 42Q: 3 clusters Score -1554920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1554919.875000 Penalty: 4607.464844
	Iteration 43Q: 3 clusters Score -1554920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1554919.875000 Penalty: 4607.464844
	Iteration 44F: 3 clusters Score -1554920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -890970.250000 Penalty: 2174.837891
	Iteration 0F: 2 clusters Score -890970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -885640.125000 Penalty: 4349.675781
	Iteration 0F: 3 clusters Score -885640.1 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -887210.750000 Penalty: 4349.675781
	Iteration 1F: 3 clusters Score -887210.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -887619.375000 Penalty: 4349.675781
	Iteration 2F: 3 clusters Score -887619.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -887953.937500 Penalty: 4349.675781
	Iteration 3F: 3 clusters Score -887953.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -888302.125000 Penalty: 4349.675781
	Iteration 4F: 3 clusters Score -888302.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -888614.500000 Penalty: 4349.675781
	Iteration 5F: 3 clusters Score -888614.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -888843.812500 Penalty: 4349.675781
	Iteration 6Q: 3 clusters Score -888843.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -889035.187500 Penalty: 4349.675781
	Iteration 7Q: 3 clusters Score -889035.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -889192.687500 Penalty: 4349.675781
	Iteration 8Q: 3 clusters Score -889192.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -889307.250000 Penalty: 4349.675781
	Iteration 9Q: 3 clusters Score -889307.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -889370.937500 Penalty: 4349.675781
	Iteration 10Q: 3 clusters Score -889370.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -889413.500000 Penalty: 4349.675781
	Iteration 11Q: 3 clusters Score -889413.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -889442.625000 Penalty: 4349.675781
	Iteration 12Q: 3 clusters Score -889442.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -889462.437500 Penalty: 4349.675781
	Iteration 13Q: 3 clusters Score -889462.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -889475.812500 Penalty: 4349.675781
	Iteration 14Q: 3 clusters Score -889475.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -889486.812500 Penalty: 4349.675781
	Iteration 15Q: 3 clusters Score -889486.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -889493.125000 Penalty: 4349.675781
	Iteration 16Q: 3 clusters Score -889493.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -889501.437500 Penalty: 4349.675781
	Iteration 17Q: 3 clusters Score -889501.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -889509.375000 Penalty: 4349.675781
	Iteration 18Q: 3 clusters Score -889509.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -889512.125000 Penalty: 4349.675781
	Iteration 19Q: 3 clusters Score -889512.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -889517.312500 Penalty: 4349.675781
	Iteration 20F: 3 clusters Score -889517.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -889519.437500 Penalty: 4349.675781
	Iteration 21Q: 3 clusters Score -889519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -889521.937500 Penalty: 4349.675781
	Iteration 22Q: 3 clusters Score -889521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -889523.437500 Penalty: 4349.675781
	Iteration 23Q: 3 clusters Score -889523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -889522.312500 Penalty: 4349.675781
	Iteration 24Q: 3 clusters Score -889522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -889521.812500 Penalty: 4349.675781
	Iteration 25Q: 3 clusters Score -889521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -889521.812500 Penalty: 4349.675781
	Iteration 26F: 3 clusters Score -889521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -417907.562500 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -417907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -414718.062500 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -414718.1 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -415415.125000 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -415415.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415563.031250 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -415563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -415649.968750 Penalty: 3952.801270
	Iteration 3Q: 3 clusters Score -415650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -415701.406250 Penalty: 3952.801270
	Iteration 4Q: 3 clusters Score -415701.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -415748.125000 Penalty: 3952.801270
	Iteration 5Q: 3 clusters Score -415748.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -415802.406250 Penalty: 3952.801270
	Iteration 6Q: 3 clusters Score -415802.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -415838.281250 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -415838.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -415865.281250 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -415865.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415886.937500 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -415886.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -415904.750000 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -415904.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415922.687500 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -415922.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -415940.250000 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -415940.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415951.312500 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -415951.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -415960.312500 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -415960.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415965.593750 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -415965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415972.718750 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -415972.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415980.062500 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -415980.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -415989.562500 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -415989.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415999.593750 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -415999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -416004.875000 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -416004.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -416009.812500 Penalty: 3952.801270
	Iteration 21Q: 3 clusters Score -416009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -416013.125000 Penalty: 3952.801270
	Iteration 22Q: 3 clusters Score -416013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -416015.875000 Penalty: 3952.801270
	Iteration 23Q: 3 clusters Score -416015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -416019.875000 Penalty: 3952.801270
	Iteration 24Q: 3 clusters Score -416019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -416021.906250 Penalty: 3952.801270
	Iteration 25Q: 3 clusters Score -416021.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -416026.750000 Penalty: 3952.801270
	Iteration 26Q: 3 clusters Score -416026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -416029.218750 Penalty: 3952.801270
	Iteration 27Q: 3 clusters Score -416029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -416031.125000 Penalty: 3952.801270
	Iteration 28Q: 3 clusters Score -416031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -416035.312500 Penalty: 3952.801270
	Iteration 29Q: 3 clusters Score -416035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -416038.468750 Penalty: 3952.801270
	Iteration 30Q: 3 clusters Score -416038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -416040.218750 Penalty: 3952.801270
	Iteration 31Q: 3 clusters Score -416040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -416040.843750 Penalty: 3952.801270
	Iteration 32Q: 3 clusters Score -416040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -416041.500000 Penalty: 3952.801270
	Iteration 33Q: 3 clusters Score -416041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -416042.062500 Penalty: 3952.801270
	Iteration 34Q: 3 clusters Score -416042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -416042.406250 Penalty: 3952.801270
	Iteration 35Q: 3 clusters Score -416042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -416042.406250 Penalty: 3952.801270
	Iteration 36F: 3 clusters Score -416042.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -561475.687500 Penalty: 2041.513184
	Iteration 0F: 2 clusters Score -561475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -557704.562500 Penalty: 4083.026367
	Iteration 0F: 3 clusters Score -557704.6 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -558556.625000 Penalty: 4083.026367
	Iteration 1F: 3 clusters Score -558556.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -558719.875000 Penalty: 4083.026367
	Iteration 2F: 3 clusters Score -558719.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -558806.687500 Penalty: 4083.026367
	Iteration 3Q: 3 clusters Score -558806.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -558873.250000 Penalty: 4083.026367
	Iteration 4Q: 3 clusters Score -558873.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -558924.250000 Penalty: 4083.026367
	Iteration 5Q: 3 clusters Score -558924.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -558970.875000 Penalty: 4083.026367
	Iteration 6Q: 3 clusters Score -558970.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -558997.562500 Penalty: 4083.026367
	Iteration 7Q: 3 clusters Score -558997.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -559020.125000 Penalty: 4083.026367
	Iteration 8Q: 3 clusters Score -559020.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -559042.125000 Penalty: 4083.026367
	Iteration 9Q: 3 clusters Score -559042.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -559063.187500 Penalty: 4083.026367
	Iteration 10Q: 3 clusters Score -559063.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -559077.312500 Penalty: 4083.026367
	Iteration 11Q: 3 clusters Score -559077.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -559088.937500 Penalty: 4083.026367
	Iteration 12Q: 3 clusters Score -559088.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -559102.250000 Penalty: 4083.026367
	Iteration 13Q: 3 clusters Score -559102.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -559113.750000 Penalty: 4083.026367
	Iteration 14Q: 3 clusters Score -559113.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -559125.375000 Penalty: 4083.026367
	Iteration 15Q: 3 clusters Score -559125.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -559136.062500 Penalty: 4083.026367
	Iteration 16Q: 3 clusters Score -559136.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -559147.125000 Penalty: 4083.026367
	Iteration 17Q: 3 clusters Score -559147.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -559156.375000 Penalty: 4083.026367
	Iteration 18Q: 3 clusters Score -559156.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -559168.875000 Penalty: 4083.026367
	Iteration 19Q: 3 clusters Score -559168.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -559183.875000 Penalty: 4083.026367
	Iteration 20F: 3 clusters Score -559183.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -559202.250000 Penalty: 4083.026367
	Iteration 21Q: 3 clusters Score -559202.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -559217.187500 Penalty: 4083.026367
	Iteration 22Q: 3 clusters Score -559217.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -559231.687500 Penalty: 4083.026367
	Iteration 23Q: 3 clusters Score -559231.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -559242.875000 Penalty: 4083.026367
	Iteration 24Q: 3 clusters Score -559242.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -559255.562500 Penalty: 4083.026367
	Iteration 25Q: 3 clusters Score -559255.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -559269.062500 Penalty: 4083.026367
	Iteration 26Q: 3 clusters Score -559269.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -559285.812500 Penalty: 4083.026367
	Iteration 27Q: 3 clusters Score -559285.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -559301.375000 Penalty: 4083.026367
	Iteration 28Q: 3 clusters Score -559301.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -559323.437500 Penalty: 4083.026367
	Iteration 29Q: 3 clusters Score -559323.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -559343.875000 Penalty: 4083.026367
	Iteration 30Q: 3 clusters Score -559343.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -559359.375000 Penalty: 4083.026367
	Iteration 31Q: 3 clusters Score -559359.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -559376.437500 Penalty: 4083.026367
	Iteration 32Q: 3 clusters Score -559376.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -559390.937500 Penalty: 4083.026367
	Iteration 33Q: 3 clusters Score -559390.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -559404.562500 Penalty: 4083.026367
	Iteration 34Q: 3 clusters Score -559404.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -559417.937500 Penalty: 4083.026367
	Iteration 35Q: 3 clusters Score -559417.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -559434.312500 Penalty: 4083.026367
	Iteration 36Q: 3 clusters Score -559434.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -559443.500000 Penalty: 4083.026367
	Iteration 37Q: 3 clusters Score -559443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -559455.875000 Penalty: 4083.026367
	Iteration 38Q: 3 clusters Score -559455.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -559467.562500 Penalty: 4083.026367
	Iteration 39Q: 3 clusters Score -559467.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -559479.000000 Penalty: 4083.026367
	Iteration 40F: 3 clusters Score -559479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -559485.437500 Penalty: 4083.026367
	Iteration 41Q: 3 clusters Score -559485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -559489.937500 Penalty: 4083.026367
	Iteration 42Q: 3 clusters Score -559489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -559495.187500 Penalty: 4083.026367
	Iteration 43Q: 3 clusters Score -559495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -559499.187500 Penalty: 4083.026367
	Iteration 44Q: 3 clusters Score -559499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -559504.500000 Penalty: 4083.026367
	Iteration 45Q: 3 clusters Score -559504.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -559507.937500 Penalty: 4083.026367
	Iteration 46Q: 3 clusters Score -559507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -559511.062500 Penalty: 4083.026367
	Iteration 47Q: 3 clusters Score -559511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -559514.000000 Penalty: 4083.026367
	Iteration 48Q: 3 clusters Score -559514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -559516.500000 Penalty: 4083.026367
	Iteration 49Q: 3 clusters Score -559516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -559518.312500 Penalty: 4083.026367
	Iteration 50Q: 3 clusters Score -559518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -559520.125000 Penalty: 4083.026367
	Iteration 51Q: 3 clusters Score -559520.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -559520.625000 Penalty: 4083.026367
	Iteration 52Q: 3 clusters Score -559520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -559520.187500 Penalty: 4083.026367
	Iteration 53Q: 3 clusters Score -559520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -559522.312500 Penalty: 4083.026367
	Iteration 54Q: 3 clusters Score -559522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -559525.625000 Penalty: 4083.026367
	Iteration 55Q: 3 clusters Score -559525.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -559530.875000 Penalty: 4083.026367
	Iteration 56Q: 3 clusters Score -559530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -559534.000000 Penalty: 4083.026367
	Iteration 57Q: 3 clusters Score -559534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -559537.500000 Penalty: 4083.026367
	Iteration 58Q: 3 clusters Score -559537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -559541.062500 Penalty: 4083.026367
	Iteration 59Q: 3 clusters Score -559541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -559541.062500 Penalty: 4083.026367
	Iteration 60F: 3 clusters Score -559541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Entering Unmasked Estep 
Score: -5063084.500000 Penalty: 2590.106689
	Iteration 0F: 2 clusters Score -5063084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5039719.500000 Penalty: 5180.213379
	Iteration 0F: 3 clusters Score -5039720 nChanged 15458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5048405.000000 Penalty: 5180.213379
	Iteration 1F: 3 clusters Score -5048405 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5048951.500000 Penalty: 5180.213379
	Iteration 2Q: 3 clusters Score -5048952 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5049453.500000 Penalty: 5180.213379
	Iteration 3Q: 3 clusters Score -5049454 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5050000.000000 Penalty: 5180.213379
	Iteration 4Q: 3 clusters Score -5050000 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5050593.500000 Penalty: 5180.213379
	Iteration 5Q: 3 clusters Score -5050594 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -5051377.500000 Penalty: 5180.213379
	Iteration 6Q: 3 clusters Score -5051378 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5052398.500000 Penalty: 5180.213379
	Iteration 7Q: 3 clusters Score -5052398 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -5053826.000000 Penalty: 5180.213379
	Iteration 8F: 3 clusters Score -5053826 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -5055413.500000 Penalty: 5180.213379
	Iteration 9F: 3 clusters Score -5055414 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -5056908.500000 Penalty: 5180.213379
	Iteration 10F: 3 clusters Score -5056908 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -5058034.000000 Penalty: 5180.213379
	Iteration 11Q: 3 clusters Score -5058034 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -5058739.500000 Penalty: 5180.213379
	Iteration 12Q: 3 clusters Score -5058740 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -5059169.000000 Penalty: 5180.213379
	Iteration 13Q: 3 clusters Score -5059169 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5059482.000000 Penalty: 5180.213379
	Iteration 14Q: 3 clusters Score -5059482 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -5059731.000000 Penalty: 5180.213379
	Iteration 15Q: 3 clusters Score -5059731 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -5059921.500000 Penalty: 5180.213379
	Iteration 16Q: 3 clusters Score -5059922 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -5060077.000000 Penalty: 5180.213379
	Iteration 17Q: 3 clusters Score -5060077 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5060199.500000 Penalty: 5180.213379
	Iteration 18Q: 3 clusters Score -5060200 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -5060338.000000 Penalty: 5180.213379
	Iteration 19Q: 3 clusters Score -5060338 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -5060418.000000 Penalty: 5180.213379
	Iteration 20F: 3 clusters Score -5060418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -5060491.000000 Penalty: 5180.213379
	Iteration 21Q: 3 clusters Score -5060491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5060547.500000 Penalty: 5180.213379
	Iteration 22Q: 3 clusters Score -5060548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -5060595.000000 Penalty: 5180.213379
	Iteration 23Q: 3 clusters Score -5060595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -5060634.000000 Penalty: 5180.213379
	Iteration 24Q: 3 clusters Score -5060634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5060675.000000 Penalty: 5180.213379
	Iteration 25Q: 3 clusters Score -5060675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -5060716.500000 Penalty: 5180.213379
	Iteration 26Q: 3 clusters Score -5060716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5060747.000000 Penalty: 5180.213379
	Iteration 27Q: 3 clusters Score -5060747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5060772.000000 Penalty: 5180.213379
	Iteration 28Q: 3 clusters Score -5060772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5060791.500000 Penalty: 5180.213379
	Iteration 29Q: 3 clusters Score -5060792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -5060809.500000 Penalty: 5180.213379
	Iteration 30Q: 3 clusters Score -5060810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -5060820.500000 Penalty: 5180.213379
	Iteration 31Q: 3 clusters Score -5060820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5060827.000000 Penalty: 5180.213379
	Iteration 32Q: 3 clusters Score -5060827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5060838.000000 Penalty: 5180.213379
	Iteration 33Q: 3 clusters Score -5060838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5060837.000000 Penalty: 5180.213379
	Iteration 34Q: 3 clusters Score -5060837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -5060851.000000 Penalty: 5180.213379
	Iteration 35Q: 3 clusters Score -5060851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -5060857.500000 Penalty: 5180.213379
	Iteration 36Q: 3 clusters Score -5060858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -5060867.000000 Penalty: 5180.213379
	Iteration 37Q: 3 clusters Score -5060867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5060874.000000 Penalty: 5180.213379
	Iteration 38Q: 3 clusters Score -5060874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5060875.500000 Penalty: 5180.213379
	Iteration 39Q: 3 clusters Score -5060876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -5060875.500000 Penalty: 5180.213379
	Iteration 40F: 3 clusters Score -5060876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5060877.000000 Penalty: 5180.213379
	Iteration 41Q: 3 clusters Score -5060877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -5060881.000000 Penalty: 5180.213379
	Iteration 42Q: 3 clusters Score -5060881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5060879.500000 Penalty: 5180.213379
	Iteration 43Q: 3 clusters Score -5060880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -5060881.500000 Penalty: 5180.213379
	Iteration 44Q: 3 clusters Score -5060882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -5060885.500000 Penalty: 5180.213379
	Iteration 45Q: 3 clusters Score -5060886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5060882.500000 Penalty: 5180.213379
	Iteration 46Q: 3 clusters Score -5060882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5060891.500000 Penalty: 5180.213379
	Iteration 47Q: 3 clusters Score -5060892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -5060890.000000 Penalty: 5180.213379
	Iteration 48Q: 3 clusters Score -5060890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -5060890.000000 Penalty: 5180.213379
	Iteration 49F: 3 clusters Score -5060890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Entering Unmasked Estep 
Score: -1378492.750000 Penalty: 2271.834961
	Iteration 0F: 2 clusters Score -1378493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1371153.125000 Penalty: 4543.669922
	Iteration 0F: 3 clusters Score -1371153 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1373229.625000 Penalty: 4543.669922
	Iteration 1F: 3 clusters Score -1373230 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1373586.250000 Penalty: 4543.669922
	Iteration 2F: 3 clusters Score -1373586 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1373860.750000 Penalty: 4543.669922
	Iteration 3F: 3 clusters Score -1373861 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1374094.250000 Penalty: 4543.669922
	Iteration 4Q: 3 clusters Score -1374094 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1374311.375000 Penalty: 4543.669922
	Iteration 5Q: 3 clusters Score -1374311 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1374488.000000 Penalty: 4543.669922
	Iteration 6Q: 3 clusters Score -1374488 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1374709.500000 Penalty: 4543.669922
	Iteration 7Q: 3 clusters Score -1374710 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1374948.250000 Penalty: 4543.669922
	Iteration 8Q: 3 clusters Score -1374948 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1375204.375000 Penalty: 4543.669922
	Iteration 9Q: 3 clusters Score -1375204 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1375443.875000 Penalty: 4543.669922
	Iteration 10Q: 3 clusters Score -1375444 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1375672.375000 Penalty: 4543.669922
	Iteration 11Q: 3 clusters Score -1375672 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1375872.000000 Penalty: 4543.669922
	Iteration 12Q: 3 clusters Score -1375872 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1376063.625000 Penalty: 4543.669922
	Iteration 13Q: 3 clusters Score -1376064 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1376214.625000 Penalty: 4543.669922
	Iteration 14Q: 3 clusters Score -1376215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1376388.000000 Penalty: 4543.669922
	Iteration 15Q: 3 clusters Score -1376388 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1376516.000000 Penalty: 4543.669922
	Iteration 16Q: 3 clusters Score -1376516 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1376592.625000 Penalty: 4543.669922
	Iteration 17Q: 3 clusters Score -1376593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1376653.625000 Penalty: 4543.669922
	Iteration 18Q: 3 clusters Score -1376654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1376713.000000 Penalty: 4543.669922
	Iteration 19Q: 3 clusters Score -1376713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1376746.750000 Penalty: 4543.669922
	Iteration 20F: 3 clusters Score -1376747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1376780.250000 Penalty: 4543.669922
	Iteration 21Q: 3 clusters Score -1376780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1376811.500000 Penalty: 4543.669922
	Iteration 22Q: 3 clusters Score -1376812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1376827.375000 Penalty: 4543.669922
	Iteration 23Q: 3 clusters Score -1376827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1376843.875000 Penalty: 4543.669922
	Iteration 24Q: 3 clusters Score -1376844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1376860.250000 Penalty: 4543.669922
	Iteration 25Q: 3 clusters Score -1376860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1376872.375000 Penalty: 4543.669922
	Iteration 26Q: 3 clusters Score -1376872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1376882.375000 Penalty: 4543.669922
	Iteration 27Q: 3 clusters Score -1376882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1376892.875000 Penalty: 4543.669922
	Iteration 28Q: 3 clusters Score -1376893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1376905.250000 Penalty: 4543.669922
	Iteration 29Q: 3 clusters Score -1376905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1376911.125000 Penalty: 4543.669922
	Iteration 30Q: 3 clusters Score -1376911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1376913.000000 Penalty: 4543.669922
	Iteration 31Q: 3 clusters Score -1376913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1376916.375000 Penalty: 4543.669922
	Iteration 32Q: 3 clusters Score -1376916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1376918.500000 Penalty: 4543.669922
	Iteration 33Q: 3 clusters Score -1376918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1376921.750000 Penalty: 4543.669922
	Iteration 34Q: 3 clusters Score -1376922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1376927.750000 Penalty: 4543.669922
	Iteration 35Q: 3 clusters Score -1376928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1376927.875000 Penalty: 4543.669922
	Iteration 36Q: 3 clusters Score -1376928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1376928.250000 Penalty: 4543.669922
	Iteration 37Q: 3 clusters Score -1376928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1376931.625000 Penalty: 4543.669922
	Iteration 38Q: 3 clusters Score -1376932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1376932.750000 Penalty: 4543.669922
	Iteration 39Q: 3 clusters Score -1376933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1376932.750000 Penalty: 4543.669922
	Iteration 40F: 3 clusters Score -1376933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Entering Unmasked Estep 
Score: -2151942.500000 Penalty: 2378.932129
	Iteration 0F: 2 clusters Score -2151942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2141393.250000 Penalty: 4757.864258
	Iteration 0F: 3 clusters Score -2141393 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2144723.500000 Penalty: 4757.864258
	Iteration 1F: 3 clusters Score -2144724 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2145189.750000 Penalty: 4757.864258
	Iteration 2F: 3 clusters Score -2145190 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2145571.000000 Penalty: 4757.864258
	Iteration 3F: 3 clusters Score -2145571 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2145964.500000 Penalty: 4757.864258
	Iteration 4F: 3 clusters Score -2145964 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2146363.500000 Penalty: 4757.864258
	Iteration 5F: 3 clusters Score -2146364 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2146779.500000 Penalty: 4757.864258
	Iteration 6F: 3 clusters Score -2146780 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2147229.500000 Penalty: 4757.864258
	Iteration 7Q: 3 clusters Score -2147230 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2147650.500000 Penalty: 4757.864258
	Iteration 8Q: 3 clusters Score -2147650 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2148004.000000 Penalty: 4757.864258
	Iteration 9Q: 3 clusters Score -2148004 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2148302.500000 Penalty: 4757.864258
	Iteration 10Q: 3 clusters Score -2148302 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2148581.750000 Penalty: 4757.864258
	Iteration 11Q: 3 clusters Score -2148582 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2148831.750000 Penalty: 4757.864258
	Iteration 12Q: 3 clusters Score -2148832 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2149081.500000 Penalty: 4757.864258
	Iteration 13Q: 3 clusters Score -2149082 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2149261.250000 Penalty: 4757.864258
	Iteration 14Q: 3 clusters Score -2149261 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2149417.250000 Penalty: 4757.864258
	Iteration 15Q: 3 clusters Score -2149417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2149543.250000 Penalty: 4757.864258
	Iteration 16Q: 3 clusters Score -2149543 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2149640.750000 Penalty: 4757.864258
	Iteration 17Q: 3 clusters Score -2149641 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2149692.250000 Penalty: 4757.864258
	Iteration 18Q: 3 clusters Score -2149692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2149728.250000 Penalty: 4757.864258
	Iteration 19Q: 3 clusters Score -2149728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2149748.500000 Penalty: 4757.864258
	Iteration 20F: 3 clusters Score -2149748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2149774.000000 Penalty: 4757.864258
	Iteration 21Q: 3 clusters Score -2149774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2149802.000000 Penalty: 4757.864258
	Iteration 22Q: 3 clusters Score -2149802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2149838.250000 Penalty: 4757.864258
	Iteration 23Q: 3 clusters Score -2149838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2149864.500000 Penalty: 4757.864258
	Iteration 24Q: 3 clusters Score -2149864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2149892.750000 Penalty: 4757.864258
	Iteration 25Q: 3 clusters Score -2149893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2149913.250000 Penalty: 4757.864258
	Iteration 26Q: 3 clusters Score -2149913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2149920.750000 Penalty: 4757.864258
	Iteration 27Q: 3 clusters Score -2149921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2149933.500000 Penalty: 4757.864258
	Iteration 28Q: 3 clusters Score -2149934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2149940.250000 Penalty: 4757.864258
	Iteration 29Q: 3 clusters Score -2149940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2149949.000000 Penalty: 4757.864258
	Iteration 30Q: 3 clusters Score -2149949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2149962.000000 Penalty: 4757.864258
	Iteration 31Q: 3 clusters Score -2149962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2149968.750000 Penalty: 4757.864258
	Iteration 32Q: 3 clusters Score -2149969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2149983.750000 Penalty: 4757.864258
	Iteration 33Q: 3 clusters Score -2149984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2149982.750000 Penalty: 4757.864258
	Iteration 34Q: 3 clusters Score -2149983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2149986.000000 Penalty: 4757.864258
	Iteration 35Q: 3 clusters Score -2149986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2149991.000000 Penalty: 4757.864258
	Iteration 36Q: 3 clusters Score -2149991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2149989.000000 Penalty: 4757.864258
	Iteration 37Q: 3 clusters Score -2149989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2149989.000000 Penalty: 4757.864258
	Iteration 38F: 3 clusters Score -2149989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Entering Unmasked Estep 
Score: -9710332.000000 Penalty: 2751.333496
	Iteration 0F: 2 clusters Score -9710332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -9666105.000000 Penalty: 5502.666992
	Iteration 0F: 3 clusters Score -9666105 nChanged 30880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -9683218.000000 Penalty: 5502.666992
	Iteration 1F: 3 clusters Score -9683218 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -9683813.000000 Penalty: 5502.666992
	Iteration 2Q: 3 clusters Score -9683813 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -9684453.000000 Penalty: 5502.666992
	Iteration 3Q: 3 clusters Score -9684453 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -9685223.000000 Penalty: 5502.666992
	Iteration 4Q: 3 clusters Score -9685223 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -9686415.000000 Penalty: 5502.666992
	Iteration 5Q: 3 clusters Score -9686415 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -9687839.000000 Penalty: 5502.666992
	Iteration 6Q: 3 clusters Score -9687839 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -9689939.000000 Penalty: 5502.666992
	Iteration 7F: 3 clusters Score -9689939 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -9692831.000000 Penalty: 5502.666992
	Iteration 8F: 3 clusters Score -9692831 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -9696351.000000 Penalty: 5502.666992
	Iteration 9F: 3 clusters Score -9696351 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -9700061.000000 Penalty: 5502.666992
	Iteration 10F: 3 clusters Score -9700061 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -9703105.000000 Penalty: 5502.666992
	Iteration 11F: 3 clusters Score -9703105 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -9705254.000000 Penalty: 5502.666992
	Iteration 12Q: 3 clusters Score -9705254 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -9706597.000000 Penalty: 5502.666992
	Iteration 13Q: 3 clusters Score -9706597 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -9707316.000000 Penalty: 5502.666992
	Iteration 14Q: 3 clusters Score -9707316 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -9707843.000000 Penalty: 5502.666992
	Iteration 15Q: 3 clusters Score -9707843 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -9708183.000000 Penalty: 5502.666992
	Iteration 16Q: 3 clusters Score -9708183 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -9708481.000000 Penalty: 5502.666992
	Iteration 17Q: 3 clusters Score -9708481 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9708670.000000 Penalty: 5502.666992
	Iteration 18Q: 3 clusters Score -9708670 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9708770.000000 Penalty: 5502.666992
	Iteration 19Q: 3 clusters Score -9708770 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9708858.000000 Penalty: 5502.666992
	Iteration 20F: 3 clusters Score -9708858 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9708941.000000 Penalty: 5502.666992
	Iteration 21Q: 3 clusters Score -9708941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9708957.000000 Penalty: 5502.666992
	Iteration 22Q: 3 clusters Score -9708957 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -9709004.000000 Penalty: 5502.666992
	Iteration 23Q: 3 clusters Score -9709004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9709030.000000 Penalty: 5502.666992
	Iteration 24Q: 3 clusters Score -9709030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9709049.000000 Penalty: 5502.666992
	Iteration 25Q: 3 clusters Score -9709049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9709056.000000 Penalty: 5502.666992
	Iteration 26Q: 3 clusters Score -9709056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9709050.000000 Penalty: 5502.666992
	Iteration 27Q: 3 clusters Score -9709050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9709064.000000 Penalty: 5502.666992
	Iteration 28Q: 3 clusters Score -9709064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9709071.000000 Penalty: 5502.666992
	Iteration 29Q: 3 clusters Score -9709071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9709083.000000 Penalty: 5502.666992
	Iteration 30Q: 3 clusters Score -9709083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9709089.000000 Penalty: 5502.666992
	Iteration 31Q: 3 clusters Score -9709089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9709099.000000 Penalty: 5502.666992
	Iteration 32Q: 3 clusters Score -9709099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9709095.000000 Penalty: 5502.666992
	Iteration 33Q: 3 clusters Score -9709095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9709098.000000 Penalty: 5502.666992
	Iteration 34Q: 3 clusters Score -9709098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9709113.000000 Penalty: 5502.666992
	Iteration 35Q: 3 clusters Score -9709113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9709128.000000 Penalty: 5502.666992
	Iteration 36Q: 3 clusters Score -9709128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9709129.000000 Penalty: 5502.666992
	Iteration 37Q: 3 clusters Score -9709129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9709128.000000 Penalty: 5502.666992
	Iteration 38Q: 3 clusters Score -9709128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9709136.000000 Penalty: 5502.666992
	Iteration 39Q: 3 clusters Score -9709136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9709126.000000 Penalty: 5502.666992
	Iteration 40F: 3 clusters Score -9709126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9709129.000000 Penalty: 5502.666992
	Iteration 41Q: 3 clusters Score -9709129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9709132.000000 Penalty: 5502.666992
	Iteration 42Q: 3 clusters Score -9709132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9709137.000000 Penalty: 5502.666992
	Iteration 43Q: 3 clusters Score -9709137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -9709133.000000 Penalty: 5502.666992
	Iteration 44Q: 3 clusters Score -9709133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9709126.000000 Penalty: 5502.666992
	Iteration 45Q: 3 clusters Score -9709126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9709133.000000 Penalty: 5502.666992
	Iteration 46Q: 3 clusters Score -9709133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9709136.000000 Penalty: 5502.666992
	Iteration 47Q: 3 clusters Score -9709136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9709126.000000 Penalty: 5502.666992
	Iteration 48Q: 3 clusters Score -9709126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9709132.000000 Penalty: 5502.666992
	Iteration 49Q: 3 clusters Score -9709132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9709128.000000 Penalty: 5502.666992
	Iteration 50Q: 3 clusters Score -9709128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9709126.000000 Penalty: 5502.666992
	Iteration 51Q: 3 clusters Score -9709126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9709123.000000 Penalty: 5502.666992
	Iteration 52Q: 3 clusters Score -9709123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9709122.000000 Penalty: 5502.666992
	Iteration 53Q: 3 clusters Score -9709122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9709122.000000 Penalty: 5502.666992
	Iteration 54F: 3 clusters Score -9709122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76344.953125 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76344.95 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76617.953125 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76617.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76748.843750 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -76748.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76802.750000 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -76802.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76877.656250 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -76877.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76928.320312 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -76928.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76970.335938 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -76970.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77028.007812 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77028.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77116.226562 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77116.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77183.039062 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -77183.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77242.945312 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -77242.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -77354.070312 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -77354.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77483.875000 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -77483.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77640.656250 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -77640.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77801.625000 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -77801.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77836.437500 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -77836.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77839.171875 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -77839.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77841.117188 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -77841.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77848.000000 Penalty: 3188.340332
	Iteration 18F: 3 clusters Score -77848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77892.320312 Penalty: 3188.340332
	Iteration 19Q: 3 clusters Score -77892.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77901.640625 Penalty: 3188.340332
	Iteration 20F: 3 clusters Score -77901.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77908.914062 Penalty: 3188.340332
	Iteration 21Q: 3 clusters Score -77908.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77930.218750 Penalty: 3188.340332
	Iteration 22Q: 3 clusters Score -77930.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77934.562500 Penalty: 3188.340332
	Iteration 23Q: 3 clusters Score -77934.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77934.562500 Penalty: 3188.340332
	Iteration 24F: 3 clusters Score -77934.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34337 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65781 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149898 members 
Mstep: Class 24 contains 6487 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1544 members 
Mstep: Class 32 contains 201452 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
Score: -95486312.000000 Penalty: 122977.367188
Splitting cluster 14 changes total score from -95488064.000000 to -95486312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -133271.109375 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -133271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -131368.140625 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -131368.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -131645.859375 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131645.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131738.843750 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131738.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131773.390625 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -131773.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -131796.687500 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131796.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131815.718750 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -131821.937500 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -131831.843750 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -131847.890625 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -131873.187500 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -131906.953125 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -131907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -131931.671875 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -131931.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -131949.203125 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -131949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -131974.828125 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -131974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -131997.250000 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -131997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -132008.656250 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -132008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -132016.187500 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -132016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132029.828125 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -132042.796875 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -132042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -132049.218750 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -132049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -132052.093750 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -132052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Entering Unmasked Estep 
Score: -6766705.000000 Penalty: 2663.191895
	Iteration 0F: 2 clusters Score -6766705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -6735806.500000 Penalty: 5326.383789
	Iteration 0F: 3 clusters Score -6735806 nChanged 21132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -6747304.000000 Penalty: 5326.383789
	Iteration 1F: 3 clusters Score -6747304 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -6747920.000000 Penalty: 5326.383789
	Iteration 2Q: 3 clusters Score -6747920 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -6748610.500000 Penalty: 5326.383789
	Iteration 3Q: 3 clusters Score -6748610 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -6749429.500000 Penalty: 5326.383789
	Iteration 4Q: 3 clusters Score -6749430 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -6750379.500000 Penalty: 5326.383789
	Iteration 5Q: 3 clusters Score -6750380 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -6751559.500000 Penalty: 5326.383789
	Iteration 6F: 3 clusters Score -6751560 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -6752882.500000 Penalty: 5326.383789
	Iteration 7F: 3 clusters Score -6752882 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -6754417.500000 Penalty: 5326.383789
	Iteration 8F: 3 clusters Score -6754418 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -6756199.000000 Penalty: 5326.383789
	Iteration 9F: 3 clusters Score -6756199 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -6758095.500000 Penalty: 5326.383789
	Iteration 10F: 3 clusters Score -6758096 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6759858.500000 Penalty: 5326.383789
	Iteration 11Q: 3 clusters Score -6759858 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -6761266.500000 Penalty: 5326.383789
	Iteration 12Q: 3 clusters Score -6761266 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -6762146.500000 Penalty: 5326.383789
	Iteration 13Q: 3 clusters Score -6762146 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6762698.000000 Penalty: 5326.383789
	Iteration 14Q: 3 clusters Score -6762698 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -6763042.500000 Penalty: 5326.383789
	Iteration 15Q: 3 clusters Score -6763042 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -6763318.000000 Penalty: 5326.383789
	Iteration 16Q: 3 clusters Score -6763318 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6763508.500000 Penalty: 5326.383789
	Iteration 17Q: 3 clusters Score -6763508 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6763690.500000 Penalty: 5326.383789
	Iteration 18Q: 3 clusters Score -6763690 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6763809.000000 Penalty: 5326.383789
	Iteration 19Q: 3 clusters Score -6763809 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6763940.000000 Penalty: 5326.383789
	Iteration 20F: 3 clusters Score -6763940 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6764101.500000 Penalty: 5326.383789
	Iteration 21Q: 3 clusters Score -6764102 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6764224.500000 Penalty: 5326.383789
	Iteration 22Q: 3 clusters Score -6764224 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6764330.000000 Penalty: 5326.383789
	Iteration 23Q: 3 clusters Score -6764330 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6764386.500000 Penalty: 5326.383789
	Iteration 24Q: 3 clusters Score -6764386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6764457.500000 Penalty: 5326.383789
	Iteration 25Q: 3 clusters Score -6764458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6764529.500000 Penalty: 5326.383789
	Iteration 26Q: 3 clusters Score -6764530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6764585.500000 Penalty: 5326.383789
	Iteration 27Q: 3 clusters Score -6764586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6764623.500000 Penalty: 5326.383789
	Iteration 28Q: 3 clusters Score -6764624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6764652.000000 Penalty: 5326.383789
	Iteration 29Q: 3 clusters Score -6764652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6764684.000000 Penalty: 5326.383789
	Iteration 30Q: 3 clusters Score -6764684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6764724.000000 Penalty: 5326.383789
	Iteration 31Q: 3 clusters Score -6764724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6764760.000000 Penalty: 5326.383789
	Iteration 32Q: 3 clusters Score -6764760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6764796.000000 Penalty: 5326.383789
	Iteration 33Q: 3 clusters Score -6764796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6764818.500000 Penalty: 5326.383789
	Iteration 34Q: 3 clusters Score -6764818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6764819.000000 Penalty: 5326.383789
	Iteration 35Q: 3 clusters Score -6764819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6764852.000000 Penalty: 5326.383789
	Iteration 36Q: 3 clusters Score -6764852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6764872.500000 Penalty: 5326.383789
	Iteration 37Q: 3 clusters Score -6764872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6764906.500000 Penalty: 5326.383789
	Iteration 38Q: 3 clusters Score -6764906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6764923.000000 Penalty: 5326.383789
	Iteration 39Q: 3 clusters Score -6764923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6764931.000000 Penalty: 5326.383789
	Iteration 40F: 3 clusters Score -6764931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6764947.000000 Penalty: 5326.383789
	Iteration 41Q: 3 clusters Score -6764947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6764939.500000 Penalty: 5326.383789
	Iteration 42Q: 3 clusters Score -6764940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6764935.500000 Penalty: 5326.383789
	Iteration 43Q: 3 clusters Score -6764936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6764949.500000 Penalty: 5326.383789
	Iteration 44Q: 3 clusters Score -6764950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6764946.000000 Penalty: 5326.383789
	Iteration 45Q: 3 clusters Score -6764946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6764944.000000 Penalty: 5326.383789
	Iteration 46Q: 3 clusters Score -6764944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6764954.500000 Penalty: 5326.383789
	Iteration 47Q: 3 clusters Score -6764954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6764959.500000 Penalty: 5326.383789
	Iteration 48Q: 3 clusters Score -6764960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6764959.500000 Penalty: 5326.383789
	Iteration 49Q: 3 clusters Score -6764960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6764958.500000 Penalty: 5326.383789
	Iteration 50Q: 3 clusters Score -6764958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6764961.500000 Penalty: 5326.383789
	Iteration 51Q: 3 clusters Score -6764962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6764962.500000 Penalty: 5326.383789
	Iteration 52Q: 3 clusters Score -6764962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6764961.000000 Penalty: 5326.383789
	Iteration 53Q: 3 clusters Score -6764961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6764967.000000 Penalty: 5326.383789
	Iteration 54Q: 3 clusters Score -6764967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6764968.000000 Penalty: 5326.383789
	Iteration 55Q: 3 clusters Score -6764968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6764969.000000 Penalty: 5326.383789
	Iteration 56Q: 3 clusters Score -6764969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6764970.000000 Penalty: 5326.383789
	Iteration 57Q: 3 clusters Score -6764970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6764969.000000 Penalty: 5326.383789
	Iteration 58Q: 3 clusters Score -6764969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6764969.000000 Penalty: 5326.383789
	Iteration 59F: 3 clusters Score -6764969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49946.687500 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49946.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50138.753906 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50138.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50290.023438 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -50290.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50448.039062 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -50448.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51037.285156 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -51037.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51097.437500 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -51097.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51124.152344 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -51124.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51143.148438 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -51143.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51158.164062 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -51158.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51180.679688 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -51180.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51198.226562 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -51198.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51211.648438 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -51211.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51220.699219 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -51220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51228.402344 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -51228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51233.652344 Penalty: 2971.766357
	Iteration 14F: 3 clusters Score -51233.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51258.195312 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -51258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51273.300781 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -51273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51273.300781 Penalty: 2971.766357
	Iteration 17F: 3 clusters Score -51273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1511627.500000 Penalty: 2328.323975
	Iteration 0F: 2 clusters Score -1511628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1502772.375000 Penalty: 4656.647949
	Iteration 0F: 3 clusters Score -1502772 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1505458.875000 Penalty: 4656.647949
	Iteration 1F: 3 clusters Score -1505459 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1505887.625000 Penalty: 4656.647949
	Iteration 2F: 3 clusters Score -1505888 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1506379.125000 Penalty: 4656.647949
	Iteration 3F: 3 clusters Score -1506379 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1506993.125000 Penalty: 4656.647949
	Iteration 4F: 3 clusters Score -1506993 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1507674.250000 Penalty: 4656.647949
	Iteration 5F: 3 clusters Score -1507674 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1508290.375000 Penalty: 4656.647949
	Iteration 6F: 3 clusters Score -1508290 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1508757.625000 Penalty: 4656.647949
	Iteration 7F: 3 clusters Score -1508758 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1509071.000000 Penalty: 4656.647949
	Iteration 8Q: 3 clusters Score -1509071 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1509312.375000 Penalty: 4656.647949
	Iteration 9Q: 3 clusters Score -1509312 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1509488.625000 Penalty: 4656.647949
	Iteration 10Q: 3 clusters Score -1509489 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1509593.625000 Penalty: 4656.647949
	Iteration 11Q: 3 clusters Score -1509594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1509671.625000 Penalty: 4656.647949
	Iteration 12Q: 3 clusters Score -1509672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1509715.875000 Penalty: 4656.647949
	Iteration 13Q: 3 clusters Score -1509716 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1509763.625000 Penalty: 4656.647949
	Iteration 14Q: 3 clusters Score -1509764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1509801.250000 Penalty: 4656.647949
	Iteration 15Q: 3 clusters Score -1509801 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1509847.375000 Penalty: 4656.647949
	Iteration 16Q: 3 clusters Score -1509847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1509878.125000 Penalty: 4656.647949
	Iteration 17Q: 3 clusters Score -1509878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1509907.625000 Penalty: 4656.647949
	Iteration 18Q: 3 clusters Score -1509908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1509937.750000 Penalty: 4656.647949
	Iteration 19Q: 3 clusters Score -1509938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1509964.125000 Penalty: 4656.647949
	Iteration 20F: 3 clusters Score -1509964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1509977.750000 Penalty: 4656.647949
	Iteration 21Q: 3 clusters Score -1509978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1510006.750000 Penalty: 4656.647949
	Iteration 22Q: 3 clusters Score -1510007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1510027.500000 Penalty: 4656.647949
	Iteration 23Q: 3 clusters Score -1510028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1510045.000000 Penalty: 4656.647949
	Iteration 24Q: 3 clusters Score -1510045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1510055.500000 Penalty: 4656.647949
	Iteration 25Q: 3 clusters Score -1510056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1510072.750000 Penalty: 4656.647949
	Iteration 26Q: 3 clusters Score -1510073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1510089.625000 Penalty: 4656.647949
	Iteration 27Q: 3 clusters Score -1510090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1510091.125000 Penalty: 4656.647949
	Iteration 28Q: 3 clusters Score -1510091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1510094.250000 Penalty: 4656.647949
	Iteration 29Q: 3 clusters Score -1510094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1510107.000000 Penalty: 4656.647949
	Iteration 30Q: 3 clusters Score -1510107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1510107.625000 Penalty: 4656.647949
	Iteration 31Q: 3 clusters Score -1510108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1510111.500000 Penalty: 4656.647949
	Iteration 32Q: 3 clusters Score -1510112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1510114.250000 Penalty: 4656.647949
	Iteration 33Q: 3 clusters Score -1510114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1510114.125000 Penalty: 4656.647949
	Iteration 34Q: 3 clusters Score -1510114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1510111.750000 Penalty: 4656.647949
	Iteration 35Q: 3 clusters Score -1510112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1510112.250000 Penalty: 4656.647949
	Iteration 36Q: 3 clusters Score -1510112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1510115.125000 Penalty: 4656.647949
	Iteration 37Q: 3 clusters Score -1510115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1510115.250000 Penalty: 4656.647949
	Iteration 38Q: 3 clusters Score -1510115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1510115.250000 Penalty: 4656.647949
	Iteration 39F: 3 clusters Score -1510115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46174.097656 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -46174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44726.234375 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -44726.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44979.324219 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -44979.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45053.449219 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -45053.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45074.636719 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -45074.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45090.769531 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -45090.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45099.156250 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -45099.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45101.984375 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -45101.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45101.984375 Penalty: 3051.755371
	Iteration 7F: 3 clusters Score -45101.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -53183.363281 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -53183.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51815.562500 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -51815.56 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51972.218750 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -51972.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52003.777344 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -52003.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52015.347656 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -52015.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52027.453125 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -52027.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52031.968750 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -52031.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52033.800781 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -52033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52033.800781 Penalty: 2970.524658
	Iteration 7F: 3 clusters Score -52033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -535402.562500 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -535402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -531770.625000 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -531770.6 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -532647.500000 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -532647.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -532840.625000 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -532840.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -532960.375000 Penalty: 4067.751465
	Iteration 3Q: 3 clusters Score -532960.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -533039.500000 Penalty: 4067.751465
	Iteration 4Q: 3 clusters Score -533039.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -533109.937500 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -533109.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -533170.125000 Penalty: 4067.751465
	Iteration 6Q: 3 clusters Score -533170.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -533215.750000 Penalty: 4067.751465
	Iteration 7Q: 3 clusters Score -533215.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -533253.875000 Penalty: 4067.751465
	Iteration 8Q: 3 clusters Score -533253.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -533300.125000 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -533300.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -533397.062500 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -533397.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -533534.625000 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -533534.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -533673.125000 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -533673.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -533834.000000 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -533834 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -534003.625000 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -534003.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -534132.312500 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -534132.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -534239.562500 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -534239.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -534328.812500 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -534328.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -534384.500000 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -534384.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -534429.000000 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -534429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -534468.437500 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -534468.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -534495.812500 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -534495.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -534515.437500 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -534515.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -534529.062500 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -534529.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -534540.937500 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -534540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -534547.125000 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -534547.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -534552.375000 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -534552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -534555.562500 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -534555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -534557.500000 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -534557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -534559.875000 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -534559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -534560.812500 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -534560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -534560.812500 Penalty: 4067.751465
	Iteration 31F: 3 clusters Score -534560.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (149898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Entering Unmasked Estep 
Score: -22368784.000000 Penalty: 2955.592041
	Iteration 0F: 2 clusters Score -2.236878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -22272552.000000 Penalty: 5911.184082
	Iteration 0F: 3 clusters Score -2.227255e+07 nChanged 71731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -22315854.000000 Penalty: 5911.184082
	Iteration 1F: 3 clusters Score -2.231585e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -22318308.000000 Penalty: 5911.184082
	Iteration 2Q: 3 clusters Score -2.231831e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 79440 members 
Entering Unmasked Estep 
Score: -22322156.000000 Penalty: 5911.184082
	Iteration 3F: 3 clusters Score -2.232216e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -22327466.000000 Penalty: 5911.184082
	Iteration 4F: 3 clusters Score -2.232747e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -22334532.000000 Penalty: 5911.184082
	Iteration 5F: 3 clusters Score -2.233453e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -22341690.000000 Penalty: 5911.184082
	Iteration 6F: 3 clusters Score -2.234169e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -22346778.000000 Penalty: 5911.184082
	Iteration 7F: 3 clusters Score -2.234678e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -22348690.000000 Penalty: 5911.184082
	Iteration 8Q: 3 clusters Score -2.234869e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -22349494.000000 Penalty: 5911.184082
	Iteration 9Q: 3 clusters Score -2.234949e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -22349650.000000 Penalty: 5911.184082
	Iteration 10Q: 3 clusters Score -2.234965e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 88524 members 
Entering Unmasked Estep 
Score: -22349816.000000 Penalty: 5911.184082
	Iteration 11Q: 3 clusters Score -2.234982e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 89052 members 
Entering Unmasked Estep 
Score: -22349916.000000 Penalty: 5911.184082
	Iteration 12Q: 3 clusters Score -2.234992e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -22350140.000000 Penalty: 5911.184082
	Iteration 13Q: 3 clusters Score -2.235014e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -22350288.000000 Penalty: 5911.184082
	Iteration 14Q: 3 clusters Score -2.235029e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -22350442.000000 Penalty: 5911.184082
	Iteration 15Q: 3 clusters Score -2.235044e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -22350634.000000 Penalty: 5911.184082
	Iteration 16Q: 3 clusters Score -2.235063e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 92760 members 
Entering Unmasked Estep 
Score: -22350914.000000 Penalty: 5911.184082
	Iteration 17Q: 3 clusters Score -2.235091e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -22351068.000000 Penalty: 5911.184082
	Iteration 18Q: 3 clusters Score -2.235107e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -22351256.000000 Penalty: 5911.184082
	Iteration 19Q: 3 clusters Score -2.235126e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -22351578.000000 Penalty: 5911.184082
	Iteration 20F: 3 clusters Score -2.235158e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -22351748.000000 Penalty: 5911.184082
	Iteration 21Q: 3 clusters Score -2.235175e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -22351834.000000 Penalty: 5911.184082
	Iteration 22Q: 3 clusters Score -2.235183e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -22352188.000000 Penalty: 5911.184082
	Iteration 23Q: 3 clusters Score -2.235219e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -22352454.000000 Penalty: 5911.184082
	Iteration 24Q: 3 clusters Score -2.235245e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -22352728.000000 Penalty: 5911.184082
	Iteration 25Q: 3 clusters Score -2.235273e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -22353118.000000 Penalty: 5911.184082
	Iteration 26Q: 3 clusters Score -2.235312e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -22353542.000000 Penalty: 5911.184082
	Iteration 27Q: 3 clusters Score -2.235354e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 105583 members 
Entering Unmasked Estep 
Score: -22354036.000000 Penalty: 5911.184082
	Iteration 28Q: 3 clusters Score -2.235404e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 107164 members 
Entering Unmasked Estep 
Score: -22354496.000000 Penalty: 5911.184082
	Iteration 29Q: 3 clusters Score -2.23545e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -22355016.000000 Penalty: 5911.184082
	Iteration 30Q: 3 clusters Score -2.235502e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 110666 members 
Entering Unmasked Estep 
Score: -22355516.000000 Penalty: 5911.184082
	Iteration 31Q: 3 clusters Score -2.235552e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -22356140.000000 Penalty: 5911.184082
	Iteration 32Q: 3 clusters Score -2.235614e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -22357138.000000 Penalty: 5911.184082
	Iteration 33Q: 3 clusters Score -2.235714e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -22357908.000000 Penalty: 5911.184082
	Iteration 34Q: 3 clusters Score -2.235791e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 119133 members 
Entering Unmasked Estep 
Score: -22358780.000000 Penalty: 5911.184082
	Iteration 35Q: 3 clusters Score -2.235878e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -22359602.000000 Penalty: 5911.184082
	Iteration 36Q: 3 clusters Score -2.23596e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 124569 members 
Entering Unmasked Estep 
Score: -22360554.000000 Penalty: 5911.184082
	Iteration 37Q: 3 clusters Score -2.236055e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 127367 members 
Entering Unmasked Estep 
Score: -22361616.000000 Penalty: 5911.184082
	Iteration 38Q: 3 clusters Score -2.236162e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -22362730.000000 Penalty: 5911.184082
	Iteration 39Q: 3 clusters Score -2.236273e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 132579 members 
Entering Unmasked Estep 
Score: -22363556.000000 Penalty: 5911.184082
	Iteration 40F: 3 clusters Score -2.236356e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 134690 members 
Entering Unmasked Estep 
Score: -22364360.000000 Penalty: 5911.184082
	Iteration 41Q: 3 clusters Score -2.236436e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -22364768.000000 Penalty: 5911.184082
	Iteration 42Q: 3 clusters Score -2.236477e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 137968 members 
Entering Unmasked Estep 
Score: -22365062.000000 Penalty: 5911.184082
	Iteration 43Q: 3 clusters Score -2.236506e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 139193 members 
Entering Unmasked Estep 
Score: -22365462.000000 Penalty: 5911.184082
	Iteration 44Q: 3 clusters Score -2.236546e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -22365658.000000 Penalty: 5911.184082
	Iteration 45Q: 3 clusters Score -2.236566e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -22365760.000000 Penalty: 5911.184082
	Iteration 46Q: 3 clusters Score -2.236576e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 141612 members 
Entering Unmasked Estep 
Score: -22365822.000000 Penalty: 5911.184082
	Iteration 47Q: 3 clusters Score -2.236582e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 142177 members 
Entering Unmasked Estep 
Score: -22365960.000000 Penalty: 5911.184082
	Iteration 48Q: 3 clusters Score -2.236596e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -22365988.000000 Penalty: 5911.184082
	Iteration 49Q: 3 clusters Score -2.236599e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 143096 members 
Entering Unmasked Estep 
Score: -22366034.000000 Penalty: 5911.184082
	Iteration 50Q: 3 clusters Score -2.236603e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 143480 members 
Entering Unmasked Estep 
Score: -22366122.000000 Penalty: 5911.184082
	Iteration 51Q: 3 clusters Score -2.236612e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 143801 members 
Entering Unmasked Estep 
Score: -22366172.000000 Penalty: 5911.184082
	Iteration 52Q: 3 clusters Score -2.236617e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 144119 members 
Entering Unmasked Estep 
Score: -22366222.000000 Penalty: 5911.184082
	Iteration 53Q: 3 clusters Score -2.236622e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -22366268.000000 Penalty: 5911.184082
	Iteration 54Q: 3 clusters Score -2.236627e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -22366302.000000 Penalty: 5911.184082
	Iteration 55Q: 3 clusters Score -2.23663e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -22366390.000000 Penalty: 5911.184082
	Iteration 56Q: 3 clusters Score -2.236639e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -22366446.000000 Penalty: 5911.184082
	Iteration 57Q: 3 clusters Score -2.236645e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -22366470.000000 Penalty: 5911.184082
	Iteration 58Q: 3 clusters Score -2.236647e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 145602 members 
Entering Unmasked Estep 
Score: -22366532.000000 Penalty: 5911.184082
	Iteration 59Q: 3 clusters Score -2.236653e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 145791 members 
Entering Unmasked Estep 
Score: -22366606.000000 Penalty: 5911.184082
	Iteration 60F: 3 clusters Score -2.236661e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 145947 members 
Entering Unmasked Estep 
Score: -22366582.000000 Penalty: 5911.184082
	Iteration 61Q: 3 clusters Score -2.236658e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 146087 members 
Entering Unmasked Estep 
Score: -22366600.000000 Penalty: 5911.184082
	Iteration 62Q: 3 clusters Score -2.23666e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 146212 members 
Entering Unmasked Estep 
Score: -22366576.000000 Penalty: 5911.184082
	Iteration 63Q: 3 clusters Score -2.236658e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 146329 members 
Entering Unmasked Estep 
Score: -22366674.000000 Penalty: 5911.184082
	Iteration 64Q: 3 clusters Score -2.236667e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -22366706.000000 Penalty: 5911.184082
	Iteration 65Q: 3 clusters Score -2.236671e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -22366714.000000 Penalty: 5911.184082
	Iteration 66Q: 3 clusters Score -2.236671e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 146594 members 
Entering Unmasked Estep 
Score: -22366738.000000 Penalty: 5911.184082
	Iteration 67Q: 3 clusters Score -2.236674e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -22366766.000000 Penalty: 5911.184082
	Iteration 68Q: 3 clusters Score -2.236677e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -22366798.000000 Penalty: 5911.184082
	Iteration 69Q: 3 clusters Score -2.23668e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -22366794.000000 Penalty: 5911.184082
	Iteration 70Q: 3 clusters Score -2.236679e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -22366786.000000 Penalty: 5911.184082
	Iteration 71Q: 3 clusters Score -2.236679e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 146962 members 
Entering Unmasked Estep 
Score: -22366802.000000 Penalty: 5911.184082
	Iteration 72Q: 3 clusters Score -2.23668e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 147021 members 
Entering Unmasked Estep 
Score: -22366834.000000 Penalty: 5911.184082
	Iteration 73Q: 3 clusters Score -2.236683e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -22366862.000000 Penalty: 5911.184082
	Iteration 74Q: 3 clusters Score -2.236686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -22366842.000000 Penalty: 5911.184082
	Iteration 75Q: 3 clusters Score -2.236684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -22366860.000000 Penalty: 5911.184082
	Iteration 76Q: 3 clusters Score -2.236686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 147176 members 
Entering Unmasked Estep 
Score: -22366834.000000 Penalty: 5911.184082
	Iteration 77Q: 3 clusters Score -2.236683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -22366858.000000 Penalty: 5911.184082
	Iteration 78Q: 3 clusters Score -2.236686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -22366866.000000 Penalty: 5911.184082
	Iteration 79Q: 3 clusters Score -2.236687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 147236 members 
Entering Unmasked Estep 
Score: -22366880.000000 Penalty: 5911.184082
	Iteration 80F: 3 clusters Score -2.236688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -22366888.000000 Penalty: 5911.184082
	Iteration 81Q: 3 clusters Score -2.236689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 147274 members 
Entering Unmasked Estep 
Score: -22366896.000000 Penalty: 5911.184082
	Iteration 82Q: 3 clusters Score -2.23669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -22366888.000000 Penalty: 5911.184082
	Iteration 83Q: 3 clusters Score -2.236689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -22366906.000000 Penalty: 5911.184082
	Iteration 84Q: 3 clusters Score -2.236691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -22366908.000000 Penalty: 5911.184082
	Iteration 85Q: 3 clusters Score -2.236691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -22366890.000000 Penalty: 5911.184082
	Iteration 86Q: 3 clusters Score -2.236689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -22366896.000000 Penalty: 5911.184082
	Iteration 87Q: 3 clusters Score -2.23669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 147355 members 
Entering Unmasked Estep 
Score: -22366884.000000 Penalty: 5911.184082
	Iteration 88Q: 3 clusters Score -2.236688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 147364 members 
Entering Unmasked Estep 
Score: -22366882.000000 Penalty: 5911.184082
	Iteration 89Q: 3 clusters Score -2.236688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 147373 members 
Entering Unmasked Estep 
Score: -22366870.000000 Penalty: 5911.184082
	Iteration 90Q: 3 clusters Score -2.236687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 147377 members 
Entering Unmasked Estep 
Score: -22366882.000000 Penalty: 5911.184082
	Iteration 91Q: 3 clusters Score -2.236688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -22366894.000000 Penalty: 5911.184082
	Iteration 92Q: 3 clusters Score -2.236689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 147382 members 
Entering Unmasked Estep 
Score: -22366914.000000 Penalty: 5911.184082
	Iteration 93Q: 3 clusters Score -2.236691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -22366908.000000 Penalty: 5911.184082
	Iteration 94Q: 3 clusters Score -2.236691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 147387 members 
Entering Unmasked Estep 
Score: -22366904.000000 Penalty: 5911.184082
	Iteration 95Q: 3 clusters Score -2.23669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 147389 members 
Entering Unmasked Estep 
Score: -22366894.000000 Penalty: 5911.184082
	Iteration 96Q: 3 clusters Score -2.236689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 147391 members 
Entering Unmasked Estep 
Score: -22366906.000000 Penalty: 5911.184082
	Iteration 97Q: 3 clusters Score -2.236691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -22366904.000000 Penalty: 5911.184082
	Iteration 98Q: 3 clusters Score -2.23669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 147400 members 
Entering Unmasked Estep 
Score: -22366900.000000 Penalty: 5911.184082
	Iteration 99Q: 3 clusters Score -2.23669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 147403 members 
Entering Unmasked Estep 
Score: -22366880.000000 Penalty: 5911.184082
	Iteration 100F: 3 clusters Score -2.236688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 147407 members 
Entering Unmasked Estep 
Score: -22366888.000000 Penalty: 5911.184082
	Iteration 101Q: 3 clusters Score -2.236689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -22366906.000000 Penalty: 5911.184082
	Iteration 102Q: 3 clusters Score -2.236691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -22366898.000000 Penalty: 5911.184082
	Iteration 103Q: 3 clusters Score -2.23669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -22366886.000000 Penalty: 5911.184082
	Iteration 104Q: 3 clusters Score -2.236689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -22366896.000000 Penalty: 5911.184082
	Iteration 105Q: 3 clusters Score -2.23669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -22366880.000000 Penalty: 5911.184082
	Iteration 106Q: 3 clusters Score -2.236688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -22366876.000000 Penalty: 5911.184082
	Iteration 107Q: 3 clusters Score -2.236688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 147433 members 
Entering Unmasked Estep 
Score: -22366884.000000 Penalty: 5911.184082
	Iteration 108Q: 3 clusters Score -2.236688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 147433 members 
Entering Unmasked Estep 
Score: -22366884.000000 Penalty: 5911.184082
	Iteration 109F: 3 clusters Score -2.236688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -886093.937500 Penalty: 2176.833740
	Iteration 0F: 2 clusters Score -886093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -880718.125000 Penalty: 4353.667480
	Iteration 0F: 3 clusters Score -880718.1 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -882098.562500 Penalty: 4353.667480
	Iteration 1F: 3 clusters Score -882098.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -882375.625000 Penalty: 4353.667480
	Iteration 2F: 3 clusters Score -882375.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -882541.437500 Penalty: 4353.667480
	Iteration 3F: 3 clusters Score -882541.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -882639.250000 Penalty: 4353.667480
	Iteration 4Q: 3 clusters Score -882639.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -882724.687500 Penalty: 4353.667480
	Iteration 5Q: 3 clusters Score -882724.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -882788.562500 Penalty: 4353.667480
	Iteration 6Q: 3 clusters Score -882788.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -882835.437500 Penalty: 4353.667480
	Iteration 7Q: 3 clusters Score -882835.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -882868.062500 Penalty: 4353.667480
	Iteration 8Q: 3 clusters Score -882868.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -882896.500000 Penalty: 4353.667480
	Iteration 9Q: 3 clusters Score -882896.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -882928.437500 Penalty: 4353.667480
	Iteration 10Q: 3 clusters Score -882928.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -882958.875000 Penalty: 4353.667480
	Iteration 11Q: 3 clusters Score -882958.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -882981.750000 Penalty: 4353.667480
	Iteration 12Q: 3 clusters Score -882981.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -883006.187500 Penalty: 4353.667480
	Iteration 13Q: 3 clusters Score -883006.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -883040.625000 Penalty: 4353.667480
	Iteration 14Q: 3 clusters Score -883040.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -883074.250000 Penalty: 4353.667480
	Iteration 15Q: 3 clusters Score -883074.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -883104.000000 Penalty: 4353.667480
	Iteration 16Q: 3 clusters Score -883104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -883135.437500 Penalty: 4353.667480
	Iteration 17Q: 3 clusters Score -883135.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -883172.562500 Penalty: 4353.667480
	Iteration 18Q: 3 clusters Score -883172.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -883205.375000 Penalty: 4353.667480
	Iteration 19Q: 3 clusters Score -883205.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -883229.375000 Penalty: 4353.667480
	Iteration 20F: 3 clusters Score -883229.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -883262.250000 Penalty: 4353.667480
	Iteration 21Q: 3 clusters Score -883262.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -883305.125000 Penalty: 4353.667480
	Iteration 22Q: 3 clusters Score -883305.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -883352.437500 Penalty: 4353.667480
	Iteration 23Q: 3 clusters Score -883352.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -883389.875000 Penalty: 4353.667480
	Iteration 24Q: 3 clusters Score -883389.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -883424.562500 Penalty: 4353.667480
	Iteration 25Q: 3 clusters Score -883424.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -883469.687500 Penalty: 4353.667480
	Iteration 26Q: 3 clusters Score -883469.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -883522.687500 Penalty: 4353.667480
	Iteration 27Q: 3 clusters Score -883522.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -883577.562500 Penalty: 4353.667480
	Iteration 28Q: 3 clusters Score -883577.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -883619.375000 Penalty: 4353.667480
	Iteration 29Q: 3 clusters Score -883619.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -883657.250000 Penalty: 4353.667480
	Iteration 30Q: 3 clusters Score -883657.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -883707.437500 Penalty: 4353.667480
	Iteration 31Q: 3 clusters Score -883707.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -883768.375000 Penalty: 4353.667480
	Iteration 32Q: 3 clusters Score -883768.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -883819.500000 Penalty: 4353.667480
	Iteration 33Q: 3 clusters Score -883819.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -883863.750000 Penalty: 4353.667480
	Iteration 34Q: 3 clusters Score -883863.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -883896.437500 Penalty: 4353.667480
	Iteration 35Q: 3 clusters Score -883896.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -883928.812500 Penalty: 4353.667480
	Iteration 36Q: 3 clusters Score -883928.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -883961.562500 Penalty: 4353.667480
	Iteration 37Q: 3 clusters Score -883961.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -884000.625000 Penalty: 4353.667480
	Iteration 38Q: 3 clusters Score -884000.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -884036.562500 Penalty: 4353.667480
	Iteration 39Q: 3 clusters Score -884036.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -884077.812500 Penalty: 4353.667480
	Iteration 40F: 3 clusters Score -884077.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -884119.187500 Penalty: 4353.667480
	Iteration 41Q: 3 clusters Score -884119.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -884153.062500 Penalty: 4353.667480
	Iteration 42Q: 3 clusters Score -884153.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -884174.125000 Penalty: 4353.667480
	Iteration 43Q: 3 clusters Score -884174.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -884191.187500 Penalty: 4353.667480
	Iteration 44Q: 3 clusters Score -884191.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -884205.437500 Penalty: 4353.667480
	Iteration 45Q: 3 clusters Score -884205.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -884219.062500 Penalty: 4353.667480
	Iteration 46Q: 3 clusters Score -884219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -884228.500000 Penalty: 4353.667480
	Iteration 47Q: 3 clusters Score -884228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -884235.250000 Penalty: 4353.667480
	Iteration 48Q: 3 clusters Score -884235.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -884241.062500 Penalty: 4353.667480
	Iteration 49Q: 3 clusters Score -884241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -884246.375000 Penalty: 4353.667480
	Iteration 50Q: 3 clusters Score -884246.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -884253.500000 Penalty: 4353.667480
	Iteration 51Q: 3 clusters Score -884253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -884256.562500 Penalty: 4353.667480
	Iteration 52Q: 3 clusters Score -884256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -884259.875000 Penalty: 4353.667480
	Iteration 53Q: 3 clusters Score -884259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -884263.125000 Penalty: 4353.667480
	Iteration 54Q: 3 clusters Score -884263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -884265.750000 Penalty: 4353.667480
	Iteration 55Q: 3 clusters Score -884265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -884271.125000 Penalty: 4353.667480
	Iteration 56Q: 3 clusters Score -884271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -884277.062500 Penalty: 4353.667480
	Iteration 57Q: 3 clusters Score -884277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -884278.875000 Penalty: 4353.667480
	Iteration 58Q: 3 clusters Score -884278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -884281.062500 Penalty: 4353.667480
	Iteration 59Q: 3 clusters Score -884281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -884282.312500 Penalty: 4353.667480
	Iteration 60F: 3 clusters Score -884282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -884285.437500 Penalty: 4353.667480
	Iteration 61Q: 3 clusters Score -884285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -884287.250000 Penalty: 4353.667480
	Iteration 62Q: 3 clusters Score -884287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -884290.375000 Penalty: 4353.667480
	Iteration 63Q: 3 clusters Score -884290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -884290.375000 Penalty: 4353.667480
	Iteration 64F: 3 clusters Score -884290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -299388.750000 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -299388.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -296728.687500 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -296728.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -297262.531250 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -297262.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -297388.281250 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -297388.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -297436.781250 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -297436.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -297483.937500 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -297483.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -297528.031250 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -297528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -297559.250000 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -297559.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -297589.343750 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -297589.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -297606.187500 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -297606.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -297618.718750 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -297618.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -297630.031250 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -297630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -297636.062500 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -297636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -297639.812500 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -297639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -297640.781250 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -297640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -297640.781250 Penalty: 3784.468018
	Iteration 14F: 3 clusters Score -297640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -496338.937500 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -496338.9 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 1725 members 
Entering Unmasked Estep 
Score: -492752.156250 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -492752.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -493559.250000 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -493559.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -493737.968750 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -493738 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -493827.531250 Penalty: 4040.336426
	Iteration 3Q: 3 clusters Score -493827.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -493884.781250 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -493884.8 nChanged 89
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: -493931.500000 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -493931.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -493972.687500 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -493972.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -494001.187500 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -494001.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -494025.750000 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -494025.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -494045.062500 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -494045.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -494057.718750 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -494057.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -494065.343750 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -494065.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -494068.062500 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -494068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -494071.781250 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -494071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -494075.250000 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -494075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -494079.312500 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -494079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -494081.843750 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -494081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -494084.812500 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -494084.8 nChanged 10
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: -494089.593750 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -494089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -494091.468750 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -494091.5 nChanged 6
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: -494092.968750 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -494093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -494094.343750 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -494094.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -494094.531250 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -494094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -494095.406250 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -494095.4 nChanged 4
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: -494096.843750 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -494096.8 nChanged 0
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: -494096.843750 Penalty: 4040.336426
	Iteration 25F: 3 clusters Score -494096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -175760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173505.390625 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -173505.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -173918.343750 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -173918.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174062.343750 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -174062.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174152.984375 Penalty: 3630.324463
	Iteration 3Q: 3 clusters Score -174153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174224.937500 Penalty: 3630.324463
	Iteration 4Q: 3 clusters Score -174224.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -174274.062500 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -174274.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -174302.437500 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -174302.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174317.734375 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -174317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174324.140625 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -174324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174334.140625 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -174334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -174345.421875 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -174345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -174360.890625 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -174360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -174374.984375 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -174375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -174389.281250 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -174389.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -174402.750000 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -174402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -174420.093750 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -174420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -174433.750000 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -174433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -174443.046875 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -174443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174451.671875 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -174451.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174463.687500 Penalty: 3630.324463
	Iteration 19Q: 3 clusters Score -174463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -174481.328125 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -174481.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -174499.890625 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -174499.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -174529.156250 Penalty: 3630.324463
	Iteration 22Q: 3 clusters Score -174529.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174564.359375 Penalty: 3630.324463
	Iteration 23Q: 3 clusters Score -174564.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -174593.750000 Penalty: 3630.324463
	Iteration 24Q: 3 clusters Score -174593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -174619.625000 Penalty: 3630.324463
	Iteration 25Q: 3 clusters Score -174619.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174634.859375 Penalty: 3630.324463
	Iteration 26Q: 3 clusters Score -174634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -174649.421875 Penalty: 3630.324463
	Iteration 27Q: 3 clusters Score -174649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -174664.828125 Penalty: 3630.324463
	Iteration 28Q: 3 clusters Score -174664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -174675.328125 Penalty: 3630.324463
	Iteration 29Q: 3 clusters Score -174675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174680.921875 Penalty: 3630.324463
	Iteration 30Q: 3 clusters Score -174680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174686.062500 Penalty: 3630.324463
	Iteration 31Q: 3 clusters Score -174686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -174690.312500 Penalty: 3630.324463
	Iteration 32Q: 3 clusters Score -174690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -174693.031250 Penalty: 3630.324463
	Iteration 33Q: 3 clusters Score -174693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174694.671875 Penalty: 3630.324463
	Iteration 34Q: 3 clusters Score -174694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174697.218750 Penalty: 3630.324463
	Iteration 35Q: 3 clusters Score -174697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174700.984375 Penalty: 3630.324463
	Iteration 36Q: 3 clusters Score -174701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174709.453125 Penalty: 3630.324463
	Iteration 37Q: 3 clusters Score -174709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174716.609375 Penalty: 3630.324463
	Iteration 38Q: 3 clusters Score -174716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174719.406250 Penalty: 3630.324463
	Iteration 39Q: 3 clusters Score -174719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174720.484375 Penalty: 3630.324463
	Iteration 40F: 3 clusters Score -174720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174721.437500 Penalty: 3630.324463
	Iteration 41Q: 3 clusters Score -174721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -174722.156250 Penalty: 3630.324463
	Iteration 42Q: 3 clusters Score -174722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -174722.156250 Penalty: 3630.324463
	Iteration 43F: 3 clusters Score -174722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -37232.968750 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -37232.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35982.042969 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -35982.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36095.722656 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -36095.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36158.722656 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -36158.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36179.500000 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -36179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36182.621094 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -36182.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36185.269531 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -36185.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36185.269531 Penalty: 2810.547607
	Iteration 6F: 3 clusters Score -36185.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34905.933594 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34905.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34979.707031 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34979.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35020.519531 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -35020.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35023.453125 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -35023.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35027.101562 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -35027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35027.101562 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -35027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -69285.843750 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -69285.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67685.015625 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -67685.02 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67884.328125 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -67884.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67955.210938 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -67955.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67989.062500 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -67989.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68008.390625 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -68008.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68018.328125 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -68018.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68029.664062 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -68029.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68047.257812 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -68047.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68062.460938 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -68062.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68065.671875 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -68065.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68066.796875 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -68066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68068.929688 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -68068.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68069.203125 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -68069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68069.203125 Penalty: 3157.769287
	Iteration 13F: 3 clusters Score -68069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -210733.343750 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -210733.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -208466.125000 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -208466.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208928.015625 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -208928 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209104.625000 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -209104.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209215.875000 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -209215.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -209330.718750 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -209330.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -209476.843750 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -209476.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -209643.515625 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -209643.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -209803.468750 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -209803.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -209906.234375 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -209906.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -209986.562500 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -209986.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -210032.109375 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -210032.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -210050.578125 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -210050.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -210067.687500 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -210067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -210074.703125 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -210074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210080.265625 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -210080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -210088.171875 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -210088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210089.218750 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -210089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210089.218750 Penalty: 3641.697266
	Iteration 17F: 3 clusters Score -210089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (201452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201452 members 
Entering Unmasked Estep 
Score: -30113196.000000 Penalty: 3028.899902
	Iteration 0F: 2 clusters Score -3.01132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -29981540.000000 Penalty: 6057.799805
	Iteration 0F: 3 clusters Score -2.998154e+07 nChanged 97108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -30039142.000000 Penalty: 6057.799805
	Iteration 1F: 3 clusters Score -3.003914e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -30041110.000000 Penalty: 6057.799805
	Iteration 2Q: 3 clusters Score -3.004111e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -30044324.000000 Penalty: 6057.799805
	Iteration 3Q: 3 clusters Score -3.004432e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -30049584.000000 Penalty: 6057.799805
	Iteration 4Q: 3 clusters Score -3.004958e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -30057734.000000 Penalty: 6057.799805
	Iteration 5F: 3 clusters Score -3.005773e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -30068996.000000 Penalty: 6057.799805
	Iteration 6F: 3 clusters Score -3.0069e+07 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -30081014.000000 Penalty: 6057.799805
	Iteration 7F: 3 clusters Score -3.008101e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -30089950.000000 Penalty: 6057.799805
	Iteration 8F: 3 clusters Score -3.008995e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -30095880.000000 Penalty: 6057.799805
	Iteration 9Q: 3 clusters Score -3.009588e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -30099992.000000 Penalty: 6057.799805
	Iteration 10Q: 3 clusters Score -3.009999e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -30102970.000000 Penalty: 6057.799805
	Iteration 11Q: 3 clusters Score -3.010297e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -30105286.000000 Penalty: 6057.799805
	Iteration 12Q: 3 clusters Score -3.010529e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181936 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -30107042.000000 Penalty: 6057.799805
	Iteration 13Q: 3 clusters Score -3.010704e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184561 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -30108442.000000 Penalty: 6057.799805
	Iteration 14Q: 3 clusters Score -3.010844e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186641 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -30109376.000000 Penalty: 6057.799805
	Iteration 15Q: 3 clusters Score -3.010938e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188262 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -30110218.000000 Penalty: 6057.799805
	Iteration 16Q: 3 clusters Score -3.011022e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189593 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -30110790.000000 Penalty: 6057.799805
	Iteration 17Q: 3 clusters Score -3.011079e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190647 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -30111164.000000 Penalty: 6057.799805
	Iteration 18Q: 3 clusters Score -3.011116e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191486 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -30111480.000000 Penalty: 6057.799805
	Iteration 19Q: 3 clusters Score -3.011148e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192132 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -30111718.000000 Penalty: 6057.799805
	Iteration 20F: 3 clusters Score -3.011172e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192664 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -30111918.000000 Penalty: 6057.799805
	Iteration 21Q: 3 clusters Score -3.011192e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193070 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -30111984.000000 Penalty: 6057.799805
	Iteration 22Q: 3 clusters Score -3.011198e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -30112054.000000 Penalty: 6057.799805
	Iteration 23Q: 3 clusters Score -3.011205e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193765 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -30112110.000000 Penalty: 6057.799805
	Iteration 24Q: 3 clusters Score -3.011211e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194038 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -30112206.000000 Penalty: 6057.799805
	Iteration 25Q: 3 clusters Score -3.011221e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194265 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -30112220.000000 Penalty: 6057.799805
	Iteration 26Q: 3 clusters Score -3.011222e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194463 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -30112244.000000 Penalty: 6057.799805
	Iteration 27Q: 3 clusters Score -3.011224e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194638 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -30112266.000000 Penalty: 6057.799805
	Iteration 28Q: 3 clusters Score -3.011227e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194794 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -30112306.000000 Penalty: 6057.799805
	Iteration 29Q: 3 clusters Score -3.011231e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194922 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -30112348.000000 Penalty: 6057.799805
	Iteration 30Q: 3 clusters Score -3.011235e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195043 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -30112368.000000 Penalty: 6057.799805
	Iteration 31Q: 3 clusters Score -3.011237e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195143 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -30112396.000000 Penalty: 6057.799805
	Iteration 32Q: 3 clusters Score -3.01124e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195239 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -30112382.000000 Penalty: 6057.799805
	Iteration 33Q: 3 clusters Score -3.011238e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195336 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -30112392.000000 Penalty: 6057.799805
	Iteration 34Q: 3 clusters Score -3.011239e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195431 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -30112428.000000 Penalty: 6057.799805
	Iteration 35Q: 3 clusters Score -3.011243e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195499 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -30112400.000000 Penalty: 6057.799805
	Iteration 36Q: 3 clusters Score -3.01124e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195579 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -30112424.000000 Penalty: 6057.799805
	Iteration 37Q: 3 clusters Score -3.011242e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195654 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -30112402.000000 Penalty: 6057.799805
	Iteration 38Q: 3 clusters Score -3.01124e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195737 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -30112400.000000 Penalty: 6057.799805
	Iteration 39Q: 3 clusters Score -3.01124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195799 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -30112408.000000 Penalty: 6057.799805
	Iteration 40F: 3 clusters Score -3.011241e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195860 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -30112392.000000 Penalty: 6057.799805
	Iteration 41Q: 3 clusters Score -3.011239e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195901 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -30112424.000000 Penalty: 6057.799805
	Iteration 42Q: 3 clusters Score -3.011242e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195942 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -30112444.000000 Penalty: 6057.799805
	Iteration 43Q: 3 clusters Score -3.011244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195979 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -30112412.000000 Penalty: 6057.799805
	Iteration 44Q: 3 clusters Score -3.011241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196018 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -30112456.000000 Penalty: 6057.799805
	Iteration 45Q: 3 clusters Score -3.011246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196051 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -30112466.000000 Penalty: 6057.799805
	Iteration 46Q: 3 clusters Score -3.011247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196080 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -30112456.000000 Penalty: 6057.799805
	Iteration 47Q: 3 clusters Score -3.011246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196106 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -30112438.000000 Penalty: 6057.799805
	Iteration 48Q: 3 clusters Score -3.011244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196135 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -30112450.000000 Penalty: 6057.799805
	Iteration 49Q: 3 clusters Score -3.011245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196162 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -30112460.000000 Penalty: 6057.799805
	Iteration 50Q: 3 clusters Score -3.011246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196188 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -30112438.000000 Penalty: 6057.799805
	Iteration 51Q: 3 clusters Score -3.011244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196209 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -30112462.000000 Penalty: 6057.799805
	Iteration 52Q: 3 clusters Score -3.011246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196221 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -30112472.000000 Penalty: 6057.799805
	Iteration 53Q: 3 clusters Score -3.011247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196232 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -30112464.000000 Penalty: 6057.799805
	Iteration 54Q: 3 clusters Score -3.011246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196237 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -30112450.000000 Penalty: 6057.799805
	Iteration 55Q: 3 clusters Score -3.011245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196246 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -30112466.000000 Penalty: 6057.799805
	Iteration 56Q: 3 clusters Score -3.011247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196261 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -30112482.000000 Penalty: 6057.799805
	Iteration 57Q: 3 clusters Score -3.011248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196270 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -30112472.000000 Penalty: 6057.799805
	Iteration 58Q: 3 clusters Score -3.011247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196279 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -30112468.000000 Penalty: 6057.799805
	Iteration 59Q: 3 clusters Score -3.011247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196283 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -30112468.000000 Penalty: 6057.799805
	Iteration 60F: 3 clusters Score -3.011247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196285 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -30112486.000000 Penalty: 6057.799805
	Iteration 61Q: 3 clusters Score -3.011249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196287 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -30112478.000000 Penalty: 6057.799805
	Iteration 62Q: 3 clusters Score -3.011248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196292 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -30112484.000000 Penalty: 6057.799805
	Iteration 63Q: 3 clusters Score -3.011248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196294 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -30112472.000000 Penalty: 6057.799805
	Iteration 64Q: 3 clusters Score -3.011247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196295 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -30112456.000000 Penalty: 6057.799805
	Iteration 65Q: 3 clusters Score -3.011246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196296 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -30112480.000000 Penalty: 6057.799805
	Iteration 66Q: 3 clusters Score -3.011248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196297 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -30112472.000000 Penalty: 6057.799805
	Iteration 67Q: 3 clusters Score -3.011247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196297 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -30112472.000000 Penalty: 6057.799805
	Iteration 68F: 3 clusters Score -3.011247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Entering Unmasked Estep 
Score: -6024404.500000 Penalty: 2649.945312
	Iteration 0F: 2 clusters Score -6024404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5995023.000000 Penalty: 5299.890625
	Iteration 0F: 3 clusters Score -5995023 nChanged 19980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -6006644.500000 Penalty: 5299.890625
	Iteration 1F: 3 clusters Score -6006644 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -6007749.500000 Penalty: 5299.890625
	Iteration 2F: 3 clusters Score -6007750 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -6009013.000000 Penalty: 5299.890625
	Iteration 3F: 3 clusters Score -6009013 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -6010288.500000 Penalty: 5299.890625
	Iteration 4F: 3 clusters Score -6010288 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -6011630.500000 Penalty: 5299.890625
	Iteration 5F: 3 clusters Score -6011630 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6013047.500000 Penalty: 5299.890625
	Iteration 6F: 3 clusters Score -6013048 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -6014442.500000 Penalty: 5299.890625
	Iteration 7F: 3 clusters Score -6014442 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -6015584.500000 Penalty: 5299.890625
	Iteration 8Q: 3 clusters Score -6015584 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -6016595.000000 Penalty: 5299.890625
	Iteration 9Q: 3 clusters Score -6016595 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -6017285.500000 Penalty: 5299.890625
	Iteration 10Q: 3 clusters Score -6017286 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -6017822.000000 Penalty: 5299.890625
	Iteration 11Q: 3 clusters Score -6017822 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -6018226.000000 Penalty: 5299.890625
	Iteration 12Q: 3 clusters Score -6018226 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -6018608.000000 Penalty: 5299.890625
	Iteration 13Q: 3 clusters Score -6018608 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -6018949.000000 Penalty: 5299.890625
	Iteration 14Q: 3 clusters Score -6018949 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -6019300.500000 Penalty: 5299.890625
	Iteration 15Q: 3 clusters Score -6019300 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -6019577.500000 Penalty: 5299.890625
	Iteration 16Q: 3 clusters Score -6019578 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -6019881.000000 Penalty: 5299.890625
	Iteration 17Q: 3 clusters Score -6019881 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -6020136.500000 Penalty: 5299.890625
	Iteration 18Q: 3 clusters Score -6020136 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -6020402.500000 Penalty: 5299.890625
	Iteration 19Q: 3 clusters Score -6020402 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -6020644.500000 Penalty: 5299.890625
	Iteration 20F: 3 clusters Score -6020644 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -6020855.000000 Penalty: 5299.890625
	Iteration 21Q: 3 clusters Score -6020855 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -6021070.000000 Penalty: 5299.890625
	Iteration 22Q: 3 clusters Score -6021070 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -6021251.500000 Penalty: 5299.890625
	Iteration 23Q: 3 clusters Score -6021252 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -6021404.000000 Penalty: 5299.890625
	Iteration 24Q: 3 clusters Score -6021404 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -6021562.500000 Penalty: 5299.890625
	Iteration 25Q: 3 clusters Score -6021562 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -6021660.000000 Penalty: 5299.890625
	Iteration 26Q: 3 clusters Score -6021660 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -6021736.000000 Penalty: 5299.890625
	Iteration 27Q: 3 clusters Score -6021736 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -6021804.000000 Penalty: 5299.890625
	Iteration 28Q: 3 clusters Score -6021804 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -6021874.500000 Penalty: 5299.890625
	Iteration 29Q: 3 clusters Score -6021874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -6021938.000000 Penalty: 5299.890625
	Iteration 30Q: 3 clusters Score -6021938 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -6021998.000000 Penalty: 5299.890625
	Iteration 31Q: 3 clusters Score -6021998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -6022044.500000 Penalty: 5299.890625
	Iteration 32Q: 3 clusters Score -6022044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -6022098.000000 Penalty: 5299.890625
	Iteration 33Q: 3 clusters Score -6022098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -6022149.000000 Penalty: 5299.890625
	Iteration 34Q: 3 clusters Score -6022149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -6022199.500000 Penalty: 5299.890625
	Iteration 35Q: 3 clusters Score -6022200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6022237.500000 Penalty: 5299.890625
	Iteration 36Q: 3 clusters Score -6022238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -6022238.000000 Penalty: 5299.890625
	Iteration 37Q: 3 clusters Score -6022238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -6022288.000000 Penalty: 5299.890625
	Iteration 38Q: 3 clusters Score -6022288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -6022302.000000 Penalty: 5299.890625
	Iteration 39Q: 3 clusters Score -6022302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6022324.000000 Penalty: 5299.890625
	Iteration 40F: 3 clusters Score -6022324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -6022333.500000 Penalty: 5299.890625
	Iteration 41Q: 3 clusters Score -6022334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -6022338.500000 Penalty: 5299.890625
	Iteration 42Q: 3 clusters Score -6022338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -6022334.500000 Penalty: 5299.890625
	Iteration 43Q: 3 clusters Score -6022334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6022357.500000 Penalty: 5299.890625
	Iteration 44Q: 3 clusters Score -6022358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -6022366.000000 Penalty: 5299.890625
	Iteration 45Q: 3 clusters Score -6022366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -6022369.500000 Penalty: 5299.890625
	Iteration 46Q: 3 clusters Score -6022370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -6022384.000000 Penalty: 5299.890625
	Iteration 47Q: 3 clusters Score -6022384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -6022393.000000 Penalty: 5299.890625
	Iteration 48Q: 3 clusters Score -6022393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -6022393.500000 Penalty: 5299.890625
	Iteration 49Q: 3 clusters Score -6022394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -6022407.000000 Penalty: 5299.890625
	Iteration 50Q: 3 clusters Score -6022407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -6022405.000000 Penalty: 5299.890625
	Iteration 51Q: 3 clusters Score -6022405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -6022403.000000 Penalty: 5299.890625
	Iteration 52Q: 3 clusters Score -6022403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6022408.500000 Penalty: 5299.890625
	Iteration 53Q: 3 clusters Score -6022408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -6022409.000000 Penalty: 5299.890625
	Iteration 54Q: 3 clusters Score -6022409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -6022416.500000 Penalty: 5299.890625
	Iteration 55Q: 3 clusters Score -6022416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -6022409.500000 Penalty: 5299.890625
	Iteration 56Q: 3 clusters Score -6022410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -6022405.000000 Penalty: 5299.890625
	Iteration 57Q: 3 clusters Score -6022405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -6022416.000000 Penalty: 5299.890625
	Iteration 58Q: 3 clusters Score -6022416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6022426.500000 Penalty: 5299.890625
	Iteration 59Q: 3 clusters Score -6022426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6022422.500000 Penalty: 5299.890625
	Iteration 60F: 3 clusters Score -6022422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -6022422.500000 Penalty: 5299.890625
	Iteration 61Q: 3 clusters Score -6022422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -6022430.000000 Penalty: 5299.890625
	Iteration 62Q: 3 clusters Score -6022430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -6022424.500000 Penalty: 5299.890625
	Iteration 63Q: 3 clusters Score -6022424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -6022424.000000 Penalty: 5299.890625
	Iteration 64Q: 3 clusters Score -6022424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -6022427.000000 Penalty: 5299.890625
	Iteration 65Q: 3 clusters Score -6022427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -6022422.000000 Penalty: 5299.890625
	Iteration 66Q: 3 clusters Score -6022422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -6022419.000000 Penalty: 5299.890625
	Iteration 67Q: 3 clusters Score -6022419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -6022419.000000 Penalty: 5299.890625
	Iteration 68F: 3 clusters Score -6022419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26674.636719 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26674.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26894.037109 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26894.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27022.417969 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -27022.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27089.490234 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -27089.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27112.240234 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -27112.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27162.261719 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -27162.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27260.441406 Penalty: 2744.561279
	Iteration 6F: 3 clusters Score -27260.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27391.150391 Penalty: 2744.561279
	Iteration 7F: 3 clusters Score -27391.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27520.078125 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -27520.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27609.623047 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -27609.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27633.982422 Penalty: 2744.561279
	Iteration 10Q: 3 clusters Score -27633.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27633.982422 Penalty: 2744.561279
	Iteration 11F: 3 clusters Score -27633.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46970.332031 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -46970.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47253.468750 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47253.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47472.132812 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -47472.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47558.523438 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -47558.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47618.187500 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -47618.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47684.753906 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47684.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -47744.187500 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47744.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -47760.371094 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47760.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47769.011719 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -47769.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47769.011719 Penalty: 2935.771240
	Iteration 9F: 3 clusters Score -47769.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -313782.312500 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -313782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -311026.718750 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -311026.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -311482.593750 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -311482.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -311613.468750 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -311613.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -311691.718750 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -311691.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -311748.500000 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -311748.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -311784.468750 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -311784.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -311806.562500 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -311806.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -311823.875000 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -311823.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -311841.437500 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -311841.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -311857.000000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -311857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -311868.781250 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -311868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -311876.875000 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -311876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -311879.968750 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -311880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -311883.937500 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -311883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -311888.250000 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -311888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -311888.656250 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -311888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -311889.531250 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -311889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -311890.875000 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -311890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -311892.000000 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -311892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -311892.000000 Penalty: 3810.511230
	Iteration 19F: 3 clusters Score -311892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -303933.937500 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -303933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -301261.531250 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -301261.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -301759.062500 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -301759.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -301966.843750 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -301966.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -302114.156250 Penalty: 3788.307373
	Iteration 3F: 3 clusters Score -302114.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -302249.093750 Penalty: 3788.307373
	Iteration 4F: 3 clusters Score -302249.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -302378.468750 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -302378.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -302502.062500 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -302502.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -302593.937500 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -302593.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -302694.125000 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -302694.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -302792.031250 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -302792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -302851.062500 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -302851.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -302880.750000 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -302880.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -302907.531250 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -302907.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -302936.562500 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -302936.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -302959.406250 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -302959.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -302975.843750 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -302975.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -302986.031250 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -302986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -302992.750000 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -302992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -302996.937500 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -302996.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -303012.406250 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -303012.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -303033.062500 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -303033.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -303048.250000 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -303048.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -303059.406250 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -303059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -303068.250000 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -303068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -303075.718750 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -303075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -303082.062500 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -303082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -303086.625000 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -303086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -303088.031250 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -303088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303088.875000 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -303088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -303089.656250 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -303089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -303089.656250 Penalty: 3788.307373
	Iteration 30F: 3 clusters Score -303089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34337 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65781 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149898 members 
Mstep: Class 24 contains 6487 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1544 members 
Mstep: Class 32 contains 201452 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488080.000000 Penalty: 119653.656250
Iteration 239Q: 37 clusters Score -9.548808e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2890 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 34331 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65782 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149890 members 
Mstep: Class 24 contains 6486 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1543 members 
Mstep: Class 32 contains 201473 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488064.000000 Penalty: 119653.656250
Iteration 240F: 37 clusters Score -9.548806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 34328 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65782 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149895 members 
Mstep: Class 24 contains 6486 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1543 members 
Mstep: Class 32 contains 201477 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488080.000000 Penalty: 119653.656250
Iteration 241Q: 37 clusters Score -9.548808e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 34327 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65781 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46104 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149889 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1542 members 
Mstep: Class 32 contains 201486 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488128.000000 Penalty: 119653.656250
Iteration 242Q: 37 clusters Score -9.548813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10817 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 34324 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65781 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46104 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149897 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1542 members 
Mstep: Class 32 contains 201483 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488160.000000 Penalty: 119653.656250
Iteration 243Q: 37 clusters Score -9.548816e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 34322 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65781 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149887 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201493 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488224.000000 Penalty: 119653.656250
Iteration 244Q: 37 clusters Score -9.548822e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 10815 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 34321 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65783 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149878 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201507 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488256.000000 Penalty: 119653.656250
Iteration 245Q: 37 clusters Score -9.548826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 10813 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 10 contains 34320 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65785 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149875 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201512 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488216.000000 Penalty: 119653.656250
Iteration 246Q: 37 clusters Score -9.548822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 10 contains 34319 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65785 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149864 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201525 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488272.000000 Penalty: 119653.656250
Iteration 247Q: 37 clusters Score -9.548827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3749 members 
Mstep: Class 10 contains 34319 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65785 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149860 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201530 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488216.000000 Penalty: 119653.656250
Iteration 248Q: 37 clusters Score -9.548822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 34317 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65786 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149857 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201539 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488232.000000 Penalty: 119653.656250
Iteration 249Q: 37 clusters Score -9.548823e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10814 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 34314 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65787 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149860 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201547 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488240.000000 Penalty: 119653.656250
Iteration 250Q: 37 clusters Score -9.548824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10815 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 34315 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65787 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149858 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201553 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488240.000000 Penalty: 119653.656250
Iteration 251Q: 37 clusters Score -9.548824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10817 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 34315 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65787 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149854 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201565 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488312.000000 Penalty: 119653.656250
Iteration 252Q: 37 clusters Score -9.548831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 10817 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 34311 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65787 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46107 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149845 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201586 members 
Mstep: Class 33 contains 43706 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488280.000000 Penalty: 119653.656250
Iteration 253Q: 37 clusters Score -9.548828e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10814 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 34309 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65788 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149844 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201594 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488304.000000 Penalty: 119653.656250
Iteration 254Q: 37 clusters Score -9.54883e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3700 members 
Mstep: Class 10 contains 34311 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65789 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46107 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149832 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201614 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488296.000000 Penalty: 119653.656250
Iteration 255Q: 37 clusters Score -9.54883e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 34311 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65791 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46107 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149815 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1540 members 
Mstep: Class 32 contains 201630 members 
Mstep: Class 33 contains 43707 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488328.000000 Penalty: 119653.656250
Iteration 256Q: 37 clusters Score -9.548833e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 34309 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65792 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46107 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149800 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1537 members 
Mstep: Class 32 contains 201650 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488336.000000 Penalty: 119653.656250
Iteration 257Q: 37 clusters Score -9.548834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 3701 members 
Mstep: Class 10 contains 34310 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65794 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149780 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1536 members 
Mstep: Class 32 contains 201666 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488296.000000 Penalty: 119653.656250
Iteration 258Q: 37 clusters Score -9.54883e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2885 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 34311 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65795 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149766 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1537 members 
Mstep: Class 32 contains 201687 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488344.000000 Penalty: 119653.656250
Iteration 259Q: 37 clusters Score -9.548834e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 34305 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65797 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149754 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1537 members 
Mstep: Class 32 contains 201706 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488312.000000 Penalty: 119653.656250
Iteration 260F: 37 clusters Score -9.548831e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3673 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 34299 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65799 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149736 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1537 members 
Mstep: Class 32 contains 201728 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488360.000000 Penalty: 119653.656250
Iteration 261Q: 37 clusters Score -9.548836e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3674 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 34292 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65799 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149706 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1537 members 
Mstep: Class 32 contains 201764 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488264.000000 Penalty: 119653.656250
Iteration 262Q: 37 clusters Score -9.548826e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 34288 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65799 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46108 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149679 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1536 members 
Mstep: Class 32 contains 201794 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488320.000000 Penalty: 119653.656250
Iteration 263Q: 37 clusters Score -9.548832e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3676 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 3689 members 
Mstep: Class 10 contains 34283 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65801 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149653 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1534 members 
Mstep: Class 32 contains 201824 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488312.000000 Penalty: 119653.656250
Iteration 264Q: 37 clusters Score -9.548831e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 34272 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65801 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149631 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1533 members 
Mstep: Class 32 contains 201855 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488376.000000 Penalty: 119653.656250
Iteration 265Q: 37 clusters Score -9.548838e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7588 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 3681 members 
Mstep: Class 10 contains 34269 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149625 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1532 members 
Mstep: Class 32 contains 201869 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488400.000000 Penalty: 119653.656250
Iteration 266Q: 37 clusters Score -9.54884e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 34268 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65801 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149610 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1531 members 
Mstep: Class 32 contains 201888 members 
Mstep: Class 33 contains 43710 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488272.000000 Penalty: 119653.656250
Iteration 267Q: 37 clusters Score -9.548827e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7590 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 34262 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149598 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1531 members 
Mstep: Class 32 contains 201906 members 
Mstep: Class 33 contains 43710 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488304.000000 Penalty: 119653.656250
Iteration 268Q: 37 clusters Score -9.54883e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 34255 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149588 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1530 members 
Mstep: Class 32 contains 201922 members 
Mstep: Class 33 contains 43710 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488368.000000 Penalty: 119653.656250
Iteration 269Q: 37 clusters Score -9.548837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7593 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 34253 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149572 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 201940 members 
Mstep: Class 33 contains 43710 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488392.000000 Penalty: 119653.656250
Iteration 270Q: 37 clusters Score -9.548839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7593 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 34251 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46110 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149558 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 201954 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488480.000000 Penalty: 119653.656250
Iteration 271Q: 37 clusters Score -9.548848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149544 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 201970 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488440.000000 Penalty: 119653.656250
Iteration 272Q: 37 clusters Score -9.548844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7590 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 34251 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149533 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 201983 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488464.000000 Penalty: 119653.656250
Iteration 273Q: 37 clusters Score -9.548846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7591 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 34251 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149520 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 201996 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488408.000000 Penalty: 119653.656250
Iteration 274Q: 37 clusters Score -9.548841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149510 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202007 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488464.000000 Penalty: 119653.656250
Iteration 275Q: 37 clusters Score -9.548846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 34248 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149503 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202018 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488424.000000 Penalty: 119653.656250
Iteration 276Q: 37 clusters Score -9.548842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 34248 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149495 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202027 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488440.000000 Penalty: 119653.656250
Iteration 277Q: 37 clusters Score -9.548844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149476 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202046 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488416.000000 Penalty: 119653.656250
Iteration 278Q: 37 clusters Score -9.548842e+07 nChanged 37
Entering ConstructFrom: 
Score: -95488416.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -674172.687500 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -674172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -669813.812500 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -669813.8 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -670804.937500 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -670804.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -671015.500000 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -671015.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -671150.000000 Penalty: 4201.793945
	Iteration 3Q: 3 clusters Score -671150 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -671253.937500 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -671253.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -671344.000000 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -671344 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -671435.812500 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -671435.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -671531.562500 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -671531.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -671619.750000 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -671619.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -671710.625000 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -671710.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -671777.062500 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -671777.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -671831.187500 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -671831.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -671896.625000 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -671896.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -671981.687500 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -671981.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -672063.562500 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -672063.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -672129.375000 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -672129.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -672182.937500 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -672182.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -672219.250000 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -672219.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -672258.750000 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -672258.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -672287.625000 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -672287.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -672311.437500 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -672311.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -672336.937500 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -672336.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -672360.625000 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -672360.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -672383.125000 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -672383.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -672407.812500 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -672407.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -672427.687500 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -672427.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -672439.187500 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -672439.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -672451.625000 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -672451.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -672468.000000 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -672468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -672479.062500 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -672479.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -672490.375000 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -672490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -672498.187500 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -672498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -672503.437500 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -672503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -672510.812500 Penalty: 4201.793945
	Iteration 33Q: 3 clusters Score -672510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -672513.500000 Penalty: 4201.793945
	Iteration 34Q: 3 clusters Score -672513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -672518.062500 Penalty: 4201.793945
	Iteration 35Q: 3 clusters Score -672518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -672520.500000 Penalty: 4201.793945
	Iteration 36Q: 3 clusters Score -672520.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -672523.250000 Penalty: 4201.793945
	Iteration 37Q: 3 clusters Score -672523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -672524.937500 Penalty: 4201.793945
	Iteration 38Q: 3 clusters Score -672524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -672524.937500 Penalty: 4201.793945
	Iteration 39F: 3 clusters Score -672524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Entering Unmasked Estep 
Score: -2293455.000000 Penalty: 2395.572510
	Iteration 0F: 2 clusters Score -2293455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2282108.000000 Penalty: 4791.145020
	Iteration 0F: 3 clusters Score -2282108 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2285894.250000 Penalty: 4791.145020
	Iteration 1F: 3 clusters Score -2285894 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2286311.750000 Penalty: 4791.145020
	Iteration 2F: 3 clusters Score -2286312 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2286683.250000 Penalty: 4791.145020
	Iteration 3F: 3 clusters Score -2286683 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2287137.750000 Penalty: 4791.145020
	Iteration 4F: 3 clusters Score -2287138 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2287692.750000 Penalty: 4791.145020
	Iteration 5F: 3 clusters Score -2287693 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2288309.500000 Penalty: 4791.145020
	Iteration 6F: 3 clusters Score -2288310 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2288958.250000 Penalty: 4791.145020
	Iteration 7F: 3 clusters Score -2288958 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2289624.250000 Penalty: 4791.145020
	Iteration 8F: 3 clusters Score -2289624 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2290215.250000 Penalty: 4791.145020
	Iteration 9Q: 3 clusters Score -2290215 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2290633.750000 Penalty: 4791.145020
	Iteration 10Q: 3 clusters Score -2290634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2290900.000000 Penalty: 4791.145020
	Iteration 11Q: 3 clusters Score -2290900 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2291057.500000 Penalty: 4791.145020
	Iteration 12Q: 3 clusters Score -2291058 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2291170.000000 Penalty: 4791.145020
	Iteration 13Q: 3 clusters Score -2291170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2291233.250000 Penalty: 4791.145020
	Iteration 14Q: 3 clusters Score -2291233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2291276.750000 Penalty: 4791.145020
	Iteration 15Q: 3 clusters Score -2291277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2291315.750000 Penalty: 4791.145020
	Iteration 16Q: 3 clusters Score -2291316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2291343.000000 Penalty: 4791.145020
	Iteration 17Q: 3 clusters Score -2291343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2291363.000000 Penalty: 4791.145020
	Iteration 18Q: 3 clusters Score -2291363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2291377.250000 Penalty: 4791.145020
	Iteration 19Q: 3 clusters Score -2291377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2291393.000000 Penalty: 4791.145020
	Iteration 20F: 3 clusters Score -2291393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2291401.500000 Penalty: 4791.145020
	Iteration 21Q: 3 clusters Score -2291402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2291410.000000 Penalty: 4791.145020
	Iteration 22Q: 3 clusters Score -2291410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2291413.250000 Penalty: 4791.145020
	Iteration 23Q: 3 clusters Score -2291413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2291414.750000 Penalty: 4791.145020
	Iteration 24Q: 3 clusters Score -2291415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2291417.250000 Penalty: 4791.145020
	Iteration 25Q: 3 clusters Score -2291417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2291417.250000 Penalty: 4791.145020
	Iteration 26F: 3 clusters Score -2291417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -532302.062500 Penalty: 2036.312988
	Iteration 0F: 2 clusters Score -532302.1 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 1808 members 
Entering Unmasked Estep 
Score: -528624.187500 Penalty: 4072.625977
	Iteration 0F: 3 clusters Score -528624.2 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -529351.125000 Penalty: 4072.625977
	Iteration 1F: 3 clusters Score -529351.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -529525.000000 Penalty: 4072.625977
	Iteration 2F: 3 clusters Score -529525 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -529651.625000 Penalty: 4072.625977
	Iteration 3F: 3 clusters Score -529651.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -529745.750000 Penalty: 4072.625977
	Iteration 4Q: 3 clusters Score -529745.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -529852.437500 Penalty: 4072.625977
	Iteration 5Q: 3 clusters Score -529852.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -529955.312500 Penalty: 4072.625977
	Iteration 6Q: 3 clusters Score -529955.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -530049.250000 Penalty: 4072.625977
	Iteration 7Q: 3 clusters Score -530049.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -530143.500000 Penalty: 4072.625977
	Iteration 8Q: 3 clusters Score -530143.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -530250.750000 Penalty: 4072.625977
	Iteration 9Q: 3 clusters Score -530250.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -530352.812500 Penalty: 4072.625977
	Iteration 10Q: 3 clusters Score -530352.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -530436.687500 Penalty: 4072.625977
	Iteration 11Q: 3 clusters Score -530436.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -530498.375000 Penalty: 4072.625977
	Iteration 12Q: 3 clusters Score -530498.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -530548.187500 Penalty: 4072.625977
	Iteration 13Q: 3 clusters Score -530548.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530586.625000 Penalty: 4072.625977
	Iteration 14Q: 3 clusters Score -530586.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -530620.375000 Penalty: 4072.625977
	Iteration 15Q: 3 clusters Score -530620.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -530646.437500 Penalty: 4072.625977
	Iteration 16Q: 3 clusters Score -530646.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -530671.000000 Penalty: 4072.625977
	Iteration 17Q: 3 clusters Score -530671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -530690.750000 Penalty: 4072.625977
	Iteration 18Q: 3 clusters Score -530690.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -530708.312500 Penalty: 4072.625977
	Iteration 19Q: 3 clusters Score -530708.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -530719.062500 Penalty: 4072.625977
	Iteration 20F: 3 clusters Score -530719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -530726.937500 Penalty: 4072.625977
	Iteration 21Q: 3 clusters Score -530726.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -530731.937500 Penalty: 4072.625977
	Iteration 22Q: 3 clusters Score -530731.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -530737.875000 Penalty: 4072.625977
	Iteration 23Q: 3 clusters Score -530737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -530740.937500 Penalty: 4072.625977
	Iteration 24Q: 3 clusters Score -530740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -530744.062500 Penalty: 4072.625977
	Iteration 25Q: 3 clusters Score -530744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -530744.625000 Penalty: 4072.625977
	Iteration 26Q: 3 clusters Score -530744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -530745.750000 Penalty: 4072.625977
	Iteration 27Q: 3 clusters Score -530745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -530748.875000 Penalty: 4072.625977
	Iteration 28Q: 3 clusters Score -530748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -530752.187500 Penalty: 4072.625977
	Iteration 29Q: 3 clusters Score -530752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -530753.687500 Penalty: 4072.625977
	Iteration 30Q: 3 clusters Score -530753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -530755.750000 Penalty: 4072.625977
	Iteration 31Q: 3 clusters Score -530755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -530759.750000 Penalty: 4072.625977
	Iteration 32Q: 3 clusters Score -530759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -530761.687500 Penalty: 4072.625977
	Iteration 33Q: 3 clusters Score -530761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -530767.250000 Penalty: 4072.625977
	Iteration 34Q: 3 clusters Score -530767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -530771.062500 Penalty: 4072.625977
	Iteration 35Q: 3 clusters Score -530771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -530773.000000 Penalty: 4072.625977
	Iteration 36Q: 3 clusters Score -530773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -530776.437500 Penalty: 4072.625977
	Iteration 37Q: 3 clusters Score -530776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -530778.250000 Penalty: 4072.625977
	Iteration 38Q: 3 clusters Score -530778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -530781.125000 Penalty: 4072.625977
	Iteration 39Q: 3 clusters Score -530781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -530783.687500 Penalty: 4072.625977
	Iteration 40F: 3 clusters Score -530783.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -530788.437500 Penalty: 4072.625977
	Iteration 41Q: 3 clusters Score -530788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -530790.437500 Penalty: 4072.625977
	Iteration 42Q: 3 clusters Score -530790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -530793.375000 Penalty: 4072.625977
	Iteration 43Q: 3 clusters Score -530793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -530796.062500 Penalty: 4072.625977
	Iteration 44Q: 3 clusters Score -530796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -530800.375000 Penalty: 4072.625977
	Iteration 45Q: 3 clusters Score -530800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -530802.812500 Penalty: 4072.625977
	Iteration 46Q: 3 clusters Score -530802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -530803.500000 Penalty: 4072.625977
	Iteration 47Q: 3 clusters Score -530803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -530805.250000 Penalty: 4072.625977
	Iteration 48Q: 3 clusters Score -530805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -530806.437500 Penalty: 4072.625977
	Iteration 49Q: 3 clusters Score -530806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -530805.687500 Penalty: 4072.625977
	Iteration 50Q: 3 clusters Score -530805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -530806.125000 Penalty: 4072.625977
	Iteration 51Q: 3 clusters Score -530806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -530805.562500 Penalty: 4072.625977
	Iteration 52Q: 3 clusters Score -530805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -530805.562500 Penalty: 4072.625977
	Iteration 53F: 3 clusters Score -530805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100385.148438 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100385.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100732.242188 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100732.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100998.265625 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -100998.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101269.929688 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -101269.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101575.718750 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -101575.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101937.671875 Penalty: 3324.172363
	Iteration 5F: 3 clusters Score -101937.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102121.460938 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -102121.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102285.773438 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -102285.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102382.890625 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -102382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -102453.234375 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -102453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102559.546875 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -102559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102576.601562 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -102576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102604.718750 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -102604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102613.554688 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -102613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102613.554688 Penalty: 3324.172363
	Iteration 14F: 3 clusters Score -102613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149461 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202064 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
Score: -95487352.000000 Penalty: 122977.367188
Splitting cluster 4 changes total score from -95488416.000000 to -95487352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -1119015.250000 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -1119015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1112801.250000 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -1112801 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1114456.375000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -1114456 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1114781.000000 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -1114781 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1115032.875000 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -1115033 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1115281.375000 Penalty: 4431.686035
	Iteration 4F: 3 clusters Score -1115281 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1115528.375000 Penalty: 4431.686035
	Iteration 5F: 3 clusters Score -1115528 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1115797.750000 Penalty: 4431.686035
	Iteration 6F: 3 clusters Score -1115798 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1116072.125000 Penalty: 4431.686035
	Iteration 7F: 3 clusters Score -1116072 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1116332.375000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -1116332 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1116548.250000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -1116548 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1116731.250000 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -1116731 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1116866.875000 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -1116867 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1116968.500000 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -1116968 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1117045.875000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -1117046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1117099.750000 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -1117100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1117150.125000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -1117150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1117189.250000 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -1117189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1117215.125000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -1117215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1117236.750000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -1117237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1117254.625000 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -1117255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1117266.375000 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -1117266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1117280.250000 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -1117280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1117286.750000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -1117287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1117297.250000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -1117297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1117305.500000 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -1117306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1117309.625000 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -1117310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1117324.250000 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -1117324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1117332.875000 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -1117333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1117339.000000 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -1117339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1117347.875000 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -1117348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1117356.375000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -1117356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1117362.500000 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -1117362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1117368.625000 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -1117369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1117376.375000 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -1117376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1117384.875000 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -1117385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1117390.750000 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -1117391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1117401.750000 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -1117402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1117406.875000 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -1117407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1117412.625000 Penalty: 4431.686035
	Iteration 38Q: 3 clusters Score -1117413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1117422.500000 Penalty: 4431.686035
	Iteration 39Q: 3 clusters Score -1117422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1117423.000000 Penalty: 4431.686035
	Iteration 40F: 3 clusters Score -1117423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Entering Unmasked Estep 
Score: -1554532.500000 Penalty: 2303.411377
	Iteration 0F: 2 clusters Score -1554532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1546327.375000 Penalty: 4606.822754
	Iteration 0F: 3 clusters Score -1546327 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1548728.250000 Penalty: 4606.822754
	Iteration 1F: 3 clusters Score -1548728 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1549024.250000 Penalty: 4606.822754
	Iteration 2F: 3 clusters Score -1549024 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1549235.750000 Penalty: 4606.822754
	Iteration 3Q: 3 clusters Score -1549236 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1549418.375000 Penalty: 4606.822754
	Iteration 4Q: 3 clusters Score -1549418 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1549581.500000 Penalty: 4606.822754
	Iteration 5Q: 3 clusters Score -1549582 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1549726.125000 Penalty: 4606.822754
	Iteration 6Q: 3 clusters Score -1549726 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1549845.500000 Penalty: 4606.822754
	Iteration 7Q: 3 clusters Score -1549846 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1549975.125000 Penalty: 4606.822754
	Iteration 8Q: 3 clusters Score -1549975 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1550088.000000 Penalty: 4606.822754
	Iteration 9Q: 3 clusters Score -1550088 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1550217.875000 Penalty: 4606.822754
	Iteration 10Q: 3 clusters Score -1550218 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1550379.125000 Penalty: 4606.822754
	Iteration 11Q: 3 clusters Score -1550379 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1550558.250000 Penalty: 4606.822754
	Iteration 12Q: 3 clusters Score -1550558 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1550762.000000 Penalty: 4606.822754
	Iteration 13Q: 3 clusters Score -1550762 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1551029.750000 Penalty: 4606.822754
	Iteration 14Q: 3 clusters Score -1551030 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1551315.625000 Penalty: 4606.822754
	Iteration 15Q: 3 clusters Score -1551316 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1551626.125000 Penalty: 4606.822754
	Iteration 16Q: 3 clusters Score -1551626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1551931.000000 Penalty: 4606.822754
	Iteration 17Q: 3 clusters Score -1551931 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1552187.375000 Penalty: 4606.822754
	Iteration 18Q: 3 clusters Score -1552187 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1552343.875000 Penalty: 4606.822754
	Iteration 19Q: 3 clusters Score -1552344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1552461.250000 Penalty: 4606.822754
	Iteration 20F: 3 clusters Score -1552461 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1552556.750000 Penalty: 4606.822754
	Iteration 21Q: 3 clusters Score -1552557 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1552624.875000 Penalty: 4606.822754
	Iteration 22Q: 3 clusters Score -1552625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1552677.250000 Penalty: 4606.822754
	Iteration 23Q: 3 clusters Score -1552677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1552716.625000 Penalty: 4606.822754
	Iteration 24Q: 3 clusters Score -1552717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1552748.750000 Penalty: 4606.822754
	Iteration 25Q: 3 clusters Score -1552749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1552772.625000 Penalty: 4606.822754
	Iteration 26Q: 3 clusters Score -1552773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1552783.875000 Penalty: 4606.822754
	Iteration 27Q: 3 clusters Score -1552784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1552797.750000 Penalty: 4606.822754
	Iteration 28Q: 3 clusters Score -1552798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1552803.250000 Penalty: 4606.822754
	Iteration 29Q: 3 clusters Score -1552803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1552808.000000 Penalty: 4606.822754
	Iteration 30Q: 3 clusters Score -1552808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1552812.500000 Penalty: 4606.822754
	Iteration 31Q: 3 clusters Score -1552812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1552817.875000 Penalty: 4606.822754
	Iteration 32Q: 3 clusters Score -1552818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1552826.375000 Penalty: 4606.822754
	Iteration 33Q: 3 clusters Score -1552826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1552831.625000 Penalty: 4606.822754
	Iteration 34Q: 3 clusters Score -1552832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1552840.000000 Penalty: 4606.822754
	Iteration 35Q: 3 clusters Score -1552840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1552841.250000 Penalty: 4606.822754
	Iteration 36Q: 3 clusters Score -1552841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1552842.625000 Penalty: 4606.822754
	Iteration 37Q: 3 clusters Score -1552843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1552841.250000 Penalty: 4606.822754
	Iteration 38Q: 3 clusters Score -1552841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1552846.250000 Penalty: 4606.822754
	Iteration 39Q: 3 clusters Score -1552846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1552849.000000 Penalty: 4606.822754
	Iteration 40F: 3 clusters Score -1552849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1552846.500000 Penalty: 4606.822754
	Iteration 41Q: 3 clusters Score -1552846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1552846.500000 Penalty: 4606.822754
	Iteration 42F: 3 clusters Score -1552846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Entering Unmasked Estep 
Score: -891240.437500 Penalty: 2174.915039
	Iteration 0F: 2 clusters Score -891240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -885853.000000 Penalty: 4349.830078
	Iteration 0F: 3 clusters Score -885853 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -887424.062500 Penalty: 4349.830078
	Iteration 1F: 3 clusters Score -887424.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -887775.375000 Penalty: 4349.830078
	Iteration 2F: 3 clusters Score -887775.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -888047.437500 Penalty: 4349.830078
	Iteration 3F: 3 clusters Score -888047.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -888305.375000 Penalty: 4349.830078
	Iteration 4Q: 3 clusters Score -888305.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -888531.000000 Penalty: 4349.830078
	Iteration 5Q: 3 clusters Score -888531 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -888737.312500 Penalty: 4349.830078
	Iteration 6Q: 3 clusters Score -888737.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -888936.375000 Penalty: 4349.830078
	Iteration 7Q: 3 clusters Score -888936.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -889139.000000 Penalty: 4349.830078
	Iteration 8Q: 3 clusters Score -889139 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -889340.687500 Penalty: 4349.830078
	Iteration 9Q: 3 clusters Score -889340.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -889517.562500 Penalty: 4349.830078
	Iteration 10Q: 3 clusters Score -889517.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -889646.312500 Penalty: 4349.830078
	Iteration 11Q: 3 clusters Score -889646.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -889745.812500 Penalty: 4349.830078
	Iteration 12Q: 3 clusters Score -889745.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -889834.937500 Penalty: 4349.830078
	Iteration 13Q: 3 clusters Score -889834.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -889885.250000 Penalty: 4349.830078
	Iteration 14Q: 3 clusters Score -889885.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -889924.750000 Penalty: 4349.830078
	Iteration 15Q: 3 clusters Score -889924.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -889948.750000 Penalty: 4349.830078
	Iteration 16Q: 3 clusters Score -889948.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -889963.937500 Penalty: 4349.830078
	Iteration 17Q: 3 clusters Score -889963.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -889976.500000 Penalty: 4349.830078
	Iteration 18Q: 3 clusters Score -889976.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -889985.125000 Penalty: 4349.830078
	Iteration 19Q: 3 clusters Score -889985.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -889991.812500 Penalty: 4349.830078
	Iteration 20F: 3 clusters Score -889991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -889996.187500 Penalty: 4349.830078
	Iteration 21Q: 3 clusters Score -889996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -890002.750000 Penalty: 4349.830078
	Iteration 22Q: 3 clusters Score -890002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -890003.375000 Penalty: 4349.830078
	Iteration 23Q: 3 clusters Score -890003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -890006.250000 Penalty: 4349.830078
	Iteration 24Q: 3 clusters Score -890006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -890006.812500 Penalty: 4349.830078
	Iteration 25Q: 3 clusters Score -890006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -890005.500000 Penalty: 4349.830078
	Iteration 26Q: 3 clusters Score -890005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -890007.312500 Penalty: 4349.830078
	Iteration 27Q: 3 clusters Score -890007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -890006.062500 Penalty: 4349.830078
	Iteration 28Q: 3 clusters Score -890006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -890007.687500 Penalty: 4349.830078
	Iteration 29Q: 3 clusters Score -890007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -890008.625000 Penalty: 4349.830078
	Iteration 30Q: 3 clusters Score -890008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -890011.500000 Penalty: 4349.830078
	Iteration 31Q: 3 clusters Score -890011.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -890011.500000 Penalty: 4349.830078
	Iteration 32F: 3 clusters Score -890011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -412514.937500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -412514.9 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 1363 members 
Entering Unmasked Estep 
Score: -409385.812500 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -409385.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -409997.093750 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -409997.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -410171.968750 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -410172 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -410307.937500 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -410307.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -410420.906250 Penalty: 3946.412354
	Iteration 4Q: 3 clusters Score -410420.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -410497.156250 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -410497.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -410554.156250 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -410554.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -410608.218750 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -410608.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -410655.750000 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -410655.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -410696.656250 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -410696.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -410728.031250 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -410728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -410761.562500 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -410761.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -410805.343750 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -410805.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -410840.500000 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -410840.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -410870.281250 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -410870.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -410889.812500 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -410889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -410909.468750 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -410909.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -410936.500000 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -410936.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -410960.718750 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -410960.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -410979.406250 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -410979.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -410994.031250 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -410994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -411006.968750 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -411007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -411017.812500 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -411017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -411025.281250 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -411025.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -411029.062500 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -411029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -411029.375000 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -411029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -411030.656250 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -411030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -411031.500000 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -411031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -411031.500000 Penalty: 3946.412354
	Iteration 28F: 3 clusters Score -411031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -548075.625000 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -548075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -544387.000000 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -544387 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -545135.062500 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -545135.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -545313.062500 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -545313.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -545402.250000 Penalty: 4071.006348
	Iteration 3Q: 3 clusters Score -545402.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -545466.375000 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -545466.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -545515.812500 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -545515.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -545552.437500 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -545552.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -545581.375000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -545581.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -545614.625000 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -545614.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -545649.375000 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -545649.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -545671.250000 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -545671.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -545693.437500 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -545693.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -545714.187500 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -545714.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -545734.937500 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -545734.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -545754.312500 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -545754.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -545769.437500 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -545769.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -545790.000000 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -545790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -545809.562500 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -545809.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -545826.125000 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -545826.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -545842.500000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -545842.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -545852.562500 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -545852.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -545863.812500 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -545863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -545877.750000 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -545877.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -545896.125000 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -545896.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -545911.687500 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -545911.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -545925.687500 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -545925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -545937.875000 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -545937.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -545953.125000 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -545953.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -545970.375000 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -545970.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -545987.187500 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -545987.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -546004.062500 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -546004.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -546018.875000 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -546018.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -546035.562500 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -546035.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -546054.750000 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -546054.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -546068.437500 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -546068.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -546078.500000 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -546078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -546085.375000 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -546085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -546092.250000 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -546092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -546096.750000 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -546096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -546101.437500 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -546101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -546104.562500 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -546104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -546107.437500 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -546107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -546108.562500 Penalty: 4071.006348
	Iteration 42Q: 3 clusters Score -546108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -546109.000000 Penalty: 4071.006348
	Iteration 43Q: 3 clusters Score -546109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -546113.062500 Penalty: 4071.006348
	Iteration 44Q: 3 clusters Score -546113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -546114.937500 Penalty: 4071.006348
	Iteration 45Q: 3 clusters Score -546114.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -546118.062500 Penalty: 4071.006348
	Iteration 46Q: 3 clusters Score -546118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -546124.312500 Penalty: 4071.006348
	Iteration 47Q: 3 clusters Score -546124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -546127.000000 Penalty: 4071.006348
	Iteration 48Q: 3 clusters Score -546127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -546130.750000 Penalty: 4071.006348
	Iteration 49Q: 3 clusters Score -546130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -546131.437500 Penalty: 4071.006348
	Iteration 50Q: 3 clusters Score -546131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -546133.062500 Penalty: 4071.006348
	Iteration 51Q: 3 clusters Score -546133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -546133.812500 Penalty: 4071.006348
	Iteration 52Q: 3 clusters Score -546133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -546134.937500 Penalty: 4071.006348
	Iteration 53Q: 3 clusters Score -546134.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -546139.000000 Penalty: 4071.006348
	Iteration 54Q: 3 clusters Score -546139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -546142.500000 Penalty: 4071.006348
	Iteration 55Q: 3 clusters Score -546142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -546146.000000 Penalty: 4071.006348
	Iteration 56Q: 3 clusters Score -546146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -546149.250000 Penalty: 4071.006348
	Iteration 57Q: 3 clusters Score -546149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -546155.625000 Penalty: 4071.006348
	Iteration 58Q: 3 clusters Score -546155.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -546166.250000 Penalty: 4071.006348
	Iteration 59Q: 3 clusters Score -546166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -546174.437500 Penalty: 4071.006348
	Iteration 60F: 3 clusters Score -546174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -546178.812500 Penalty: 4071.006348
	Iteration 61Q: 3 clusters Score -546178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -546182.437500 Penalty: 4071.006348
	Iteration 62Q: 3 clusters Score -546182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -546185.625000 Penalty: 4071.006348
	Iteration 63Q: 3 clusters Score -546185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -546188.562500 Penalty: 4071.006348
	Iteration 64Q: 3 clusters Score -546188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -546189.937500 Penalty: 4071.006348
	Iteration 65Q: 3 clusters Score -546189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -546189.937500 Penalty: 4071.006348
	Iteration 66F: 3 clusters Score -546189.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Entering Unmasked Estep 
Score: -5050347.000000 Penalty: 2589.477539
	Iteration 0F: 2 clusters Score -5050347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5027104.000000 Penalty: 5178.955078
	Iteration 0F: 3 clusters Score -5027104 nChanged 15576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -5035493.000000 Penalty: 5178.955078
	Iteration 1F: 3 clusters Score -5035493 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -5035977.000000 Penalty: 5178.955078
	Iteration 2Q: 3 clusters Score -5035977 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5036484.500000 Penalty: 5178.955078
	Iteration 3Q: 3 clusters Score -5036484 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5037189.500000 Penalty: 5178.955078
	Iteration 4Q: 3 clusters Score -5037190 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5038180.000000 Penalty: 5178.955078
	Iteration 5F: 3 clusters Score -5038180 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5039773.000000 Penalty: 5178.955078
	Iteration 6F: 3 clusters Score -5039773 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -5041948.500000 Penalty: 5178.955078
	Iteration 7F: 3 clusters Score -5041948 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -5044222.000000 Penalty: 5178.955078
	Iteration 8F: 3 clusters Score -5044222 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -5046071.500000 Penalty: 5178.955078
	Iteration 9F: 3 clusters Score -5046072 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -5047165.000000 Penalty: 5178.955078
	Iteration 10Q: 3 clusters Score -5047165 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5047655.500000 Penalty: 5178.955078
	Iteration 11Q: 3 clusters Score -5047656 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -5047817.000000 Penalty: 5178.955078
	Iteration 12Q: 3 clusters Score -5047817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -5047924.500000 Penalty: 5178.955078
	Iteration 13Q: 3 clusters Score -5047924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -5047975.500000 Penalty: 5178.955078
	Iteration 14Q: 3 clusters Score -5047976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5047999.000000 Penalty: 5178.955078
	Iteration 15Q: 3 clusters Score -5047999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -5048016.500000 Penalty: 5178.955078
	Iteration 16Q: 3 clusters Score -5048016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -5048030.500000 Penalty: 5178.955078
	Iteration 17Q: 3 clusters Score -5048030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -5048037.000000 Penalty: 5178.955078
	Iteration 18Q: 3 clusters Score -5048037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -5048046.500000 Penalty: 5178.955078
	Iteration 19Q: 3 clusters Score -5048046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -5048062.000000 Penalty: 5178.955078
	Iteration 20F: 3 clusters Score -5048062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -5048059.500000 Penalty: 5178.955078
	Iteration 21Q: 3 clusters Score -5048060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -5048061.500000 Penalty: 5178.955078
	Iteration 22Q: 3 clusters Score -5048062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -5048068.000000 Penalty: 5178.955078
	Iteration 23Q: 3 clusters Score -5048068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -5048067.500000 Penalty: 5178.955078
	Iteration 24Q: 3 clusters Score -5048068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -5048067.500000 Penalty: 5178.955078
	Iteration 25F: 3 clusters Score -5048068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Entering Unmasked Estep 
Score: -1377915.625000 Penalty: 2271.730469
	Iteration 0F: 2 clusters Score -1377916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1370628.000000 Penalty: 4543.460938
	Iteration 0F: 3 clusters Score -1370628 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1372773.250000 Penalty: 4543.460938
	Iteration 1F: 3 clusters Score -1372773 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1373090.750000 Penalty: 4543.460938
	Iteration 2F: 3 clusters Score -1373091 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1373379.125000 Penalty: 4543.460938
	Iteration 3F: 3 clusters Score -1373379 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1373644.000000 Penalty: 4543.460938
	Iteration 4F: 3 clusters Score -1373644 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1373882.500000 Penalty: 4543.460938
	Iteration 5Q: 3 clusters Score -1373882 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1374125.250000 Penalty: 4543.460938
	Iteration 6Q: 3 clusters Score -1374125 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1374396.750000 Penalty: 4543.460938
	Iteration 7Q: 3 clusters Score -1374397 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1374736.750000 Penalty: 4543.460938
	Iteration 8Q: 3 clusters Score -1374737 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1375105.500000 Penalty: 4543.460938
	Iteration 9Q: 3 clusters Score -1375106 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1375411.000000 Penalty: 4543.460938
	Iteration 10Q: 3 clusters Score -1375411 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1375664.625000 Penalty: 4543.460938
	Iteration 11Q: 3 clusters Score -1375665 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1375856.875000 Penalty: 4543.460938
	Iteration 12Q: 3 clusters Score -1375857 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1375994.875000 Penalty: 4543.460938
	Iteration 13Q: 3 clusters Score -1375995 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1376094.750000 Penalty: 4543.460938
	Iteration 14Q: 3 clusters Score -1376095 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1376182.125000 Penalty: 4543.460938
	Iteration 15Q: 3 clusters Score -1376182 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1376246.250000 Penalty: 4543.460938
	Iteration 16Q: 3 clusters Score -1376246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1376307.875000 Penalty: 4543.460938
	Iteration 17Q: 3 clusters Score -1376308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1376359.875000 Penalty: 4543.460938
	Iteration 18Q: 3 clusters Score -1376360 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1376401.000000 Penalty: 4543.460938
	Iteration 19Q: 3 clusters Score -1376401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1376439.000000 Penalty: 4543.460938
	Iteration 20F: 3 clusters Score -1376439 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1376470.500000 Penalty: 4543.460938
	Iteration 21Q: 3 clusters Score -1376470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1376491.500000 Penalty: 4543.460938
	Iteration 22Q: 3 clusters Score -1376492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1376507.750000 Penalty: 4543.460938
	Iteration 23Q: 3 clusters Score -1376508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1376521.250000 Penalty: 4543.460938
	Iteration 24Q: 3 clusters Score -1376521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1376525.875000 Penalty: 4543.460938
	Iteration 25Q: 3 clusters Score -1376526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1376537.500000 Penalty: 4543.460938
	Iteration 26Q: 3 clusters Score -1376538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1376545.000000 Penalty: 4543.460938
	Iteration 27Q: 3 clusters Score -1376545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1376547.875000 Penalty: 4543.460938
	Iteration 28Q: 3 clusters Score -1376548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1376557.750000 Penalty: 4543.460938
	Iteration 29Q: 3 clusters Score -1376558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1376561.250000 Penalty: 4543.460938
	Iteration 30Q: 3 clusters Score -1376561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1376567.875000 Penalty: 4543.460938
	Iteration 31Q: 3 clusters Score -1376568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1376570.500000 Penalty: 4543.460938
	Iteration 32Q: 3 clusters Score -1376570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1376569.750000 Penalty: 4543.460938
	Iteration 33Q: 3 clusters Score -1376570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1376574.750000 Penalty: 4543.460938
	Iteration 34Q: 3 clusters Score -1376575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1376575.125000 Penalty: 4543.460938
	Iteration 35Q: 3 clusters Score -1376575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1376577.500000 Penalty: 4543.460938
	Iteration 36Q: 3 clusters Score -1376578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1376582.250000 Penalty: 4543.460938
	Iteration 37Q: 3 clusters Score -1376582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1376582.125000 Penalty: 4543.460938
	Iteration 38Q: 3 clusters Score -1376582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1376586.625000 Penalty: 4543.460938
	Iteration 39Q: 3 clusters Score -1376587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1376590.125000 Penalty: 4543.460938
	Iteration 40F: 3 clusters Score -1376590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1376587.875000 Penalty: 4543.460938
	Iteration 41Q: 3 clusters Score -1376588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1376592.000000 Penalty: 4543.460938
	Iteration 42Q: 3 clusters Score -1376592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1376591.875000 Penalty: 4543.460938
	Iteration 43Q: 3 clusters Score -1376592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1376592.375000 Penalty: 4543.460938
	Iteration 44Q: 3 clusters Score -1376592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1376595.625000 Penalty: 4543.460938
	Iteration 45Q: 3 clusters Score -1376596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1376597.125000 Penalty: 4543.460938
	Iteration 46Q: 3 clusters Score -1376597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1376596.000000 Penalty: 4543.460938
	Iteration 47Q: 3 clusters Score -1376596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1376595.875000 Penalty: 4543.460938
	Iteration 48Q: 3 clusters Score -1376596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1376598.000000 Penalty: 4543.460938
	Iteration 49Q: 3 clusters Score -1376598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1376599.250000 Penalty: 4543.460938
	Iteration 50Q: 3 clusters Score -1376599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1376599.375000 Penalty: 4543.460938
	Iteration 51Q: 3 clusters Score -1376599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1376598.000000 Penalty: 4543.460938
	Iteration 52Q: 3 clusters Score -1376598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1376599.625000 Penalty: 4543.460938
	Iteration 53Q: 3 clusters Score -1376600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1376599.375000 Penalty: 4543.460938
	Iteration 54Q: 3 clusters Score -1376599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1376602.375000 Penalty: 4543.460938
	Iteration 55Q: 3 clusters Score -1376602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1376600.250000 Penalty: 4543.460938
	Iteration 56Q: 3 clusters Score -1376600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1376601.375000 Penalty: 4543.460938
	Iteration 57Q: 3 clusters Score -1376601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1376602.750000 Penalty: 4543.460938
	Iteration 58Q: 3 clusters Score -1376603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1376601.750000 Penalty: 4543.460938
	Iteration 59Q: 3 clusters Score -1376602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1376599.625000 Penalty: 4543.460938
	Iteration 60F: 3 clusters Score -1376600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Entering Unmasked Estep 
Score: -2152847.500000 Penalty: 2379.033936
	Iteration 0F: 2 clusters Score -2152848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2142114.750000 Penalty: 4758.067871
	Iteration 0F: 3 clusters Score -2142115 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2145494.500000 Penalty: 4758.067871
	Iteration 1F: 3 clusters Score -2145494 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2145835.000000 Penalty: 4758.067871
	Iteration 2F: 3 clusters Score -2145835 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2146127.750000 Penalty: 4758.067871
	Iteration 3Q: 3 clusters Score -2146128 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2146360.000000 Penalty: 4758.067871
	Iteration 4Q: 3 clusters Score -2146360 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2146578.750000 Penalty: 4758.067871
	Iteration 5Q: 3 clusters Score -2146579 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2146782.000000 Penalty: 4758.067871
	Iteration 6Q: 3 clusters Score -2146782 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2146963.000000 Penalty: 4758.067871
	Iteration 7Q: 3 clusters Score -2146963 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2147118.750000 Penalty: 4758.067871
	Iteration 8Q: 3 clusters Score -2147119 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2147255.250000 Penalty: 4758.067871
	Iteration 9Q: 3 clusters Score -2147255 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2147379.750000 Penalty: 4758.067871
	Iteration 10Q: 3 clusters Score -2147380 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2147495.250000 Penalty: 4758.067871
	Iteration 11Q: 3 clusters Score -2147495 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2147632.250000 Penalty: 4758.067871
	Iteration 12Q: 3 clusters Score -2147632 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2147795.000000 Penalty: 4758.067871
	Iteration 13Q: 3 clusters Score -2147795 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2147964.000000 Penalty: 4758.067871
	Iteration 14Q: 3 clusters Score -2147964 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2148122.000000 Penalty: 4758.067871
	Iteration 15Q: 3 clusters Score -2148122 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2148279.500000 Penalty: 4758.067871
	Iteration 16Q: 3 clusters Score -2148280 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2148445.000000 Penalty: 4758.067871
	Iteration 17Q: 3 clusters Score -2148445 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2148630.500000 Penalty: 4758.067871
	Iteration 18Q: 3 clusters Score -2148630 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2148793.250000 Penalty: 4758.067871
	Iteration 19Q: 3 clusters Score -2148793 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2148963.000000 Penalty: 4758.067871
	Iteration 20F: 3 clusters Score -2148963 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2149129.750000 Penalty: 4758.067871
	Iteration 21Q: 3 clusters Score -2149130 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2149289.250000 Penalty: 4758.067871
	Iteration 22Q: 3 clusters Score -2149289 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2149466.250000 Penalty: 4758.067871
	Iteration 23Q: 3 clusters Score -2149466 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2149650.750000 Penalty: 4758.067871
	Iteration 24Q: 3 clusters Score -2149651 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2149810.750000 Penalty: 4758.067871
	Iteration 25Q: 3 clusters Score -2149811 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2149945.250000 Penalty: 4758.067871
	Iteration 26Q: 3 clusters Score -2149945 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2150085.750000 Penalty: 4758.067871
	Iteration 27Q: 3 clusters Score -2150086 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2150200.500000 Penalty: 4758.067871
	Iteration 28Q: 3 clusters Score -2150200 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2150290.500000 Penalty: 4758.067871
	Iteration 29Q: 3 clusters Score -2150290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2150386.250000 Penalty: 4758.067871
	Iteration 30Q: 3 clusters Score -2150386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2150478.750000 Penalty: 4758.067871
	Iteration 31Q: 3 clusters Score -2150479 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2150544.750000 Penalty: 4758.067871
	Iteration 32Q: 3 clusters Score -2150545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2150595.750000 Penalty: 4758.067871
	Iteration 33Q: 3 clusters Score -2150596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2150647.250000 Penalty: 4758.067871
	Iteration 34Q: 3 clusters Score -2150647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2150687.750000 Penalty: 4758.067871
	Iteration 35Q: 3 clusters Score -2150688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2150721.250000 Penalty: 4758.067871
	Iteration 36Q: 3 clusters Score -2150721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2150744.000000 Penalty: 4758.067871
	Iteration 37Q: 3 clusters Score -2150744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2150772.000000 Penalty: 4758.067871
	Iteration 38Q: 3 clusters Score -2150772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2150794.000000 Penalty: 4758.067871
	Iteration 39Q: 3 clusters Score -2150794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2150808.000000 Penalty: 4758.067871
	Iteration 40F: 3 clusters Score -2150808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2150819.250000 Penalty: 4758.067871
	Iteration 41Q: 3 clusters Score -2150819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2150828.000000 Penalty: 4758.067871
	Iteration 42Q: 3 clusters Score -2150828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2150839.750000 Penalty: 4758.067871
	Iteration 43Q: 3 clusters Score -2150840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2150842.250000 Penalty: 4758.067871
	Iteration 44Q: 3 clusters Score -2150842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2150852.250000 Penalty: 4758.067871
	Iteration 45Q: 3 clusters Score -2150852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2150855.500000 Penalty: 4758.067871
	Iteration 46Q: 3 clusters Score -2150856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2150859.000000 Penalty: 4758.067871
	Iteration 47Q: 3 clusters Score -2150859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2150862.250000 Penalty: 4758.067871
	Iteration 48Q: 3 clusters Score -2150862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2150865.000000 Penalty: 4758.067871
	Iteration 49Q: 3 clusters Score -2150865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2150864.500000 Penalty: 4758.067871
	Iteration 50Q: 3 clusters Score -2150864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2150864.500000 Penalty: 4758.067871
	Iteration 51F: 3 clusters Score -2150864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Entering Unmasked Estep 
Score: -9713430.000000 Penalty: 2751.412598
	Iteration 0F: 2 clusters Score -9713430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -9669381.000000 Penalty: 5502.825195
	Iteration 0F: 3 clusters Score -9669381 nChanged 30635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -9686250.000000 Penalty: 5502.825195
	Iteration 1F: 3 clusters Score -9686250 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -9686865.000000 Penalty: 5502.825195
	Iteration 2Q: 3 clusters Score -9686865 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -9687835.000000 Penalty: 5502.825195
	Iteration 3Q: 3 clusters Score -9687835 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -9689306.000000 Penalty: 5502.825195
	Iteration 4Q: 3 clusters Score -9689306 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -9691467.000000 Penalty: 5502.825195
	Iteration 5F: 3 clusters Score -9691467 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -9694817.000000 Penalty: 5502.825195
	Iteration 6F: 3 clusters Score -9694817 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -9699165.000000 Penalty: 5502.825195
	Iteration 7F: 3 clusters Score -9699165 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -9703897.000000 Penalty: 5502.825195
	Iteration 8F: 3 clusters Score -9703897 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -9707764.000000 Penalty: 5502.825195
	Iteration 9F: 3 clusters Score -9707764 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -9710156.000000 Penalty: 5502.825195
	Iteration 10Q: 3 clusters Score -9710156 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -9711434.000000 Penalty: 5502.825195
	Iteration 11Q: 3 clusters Score -9711434 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -9711875.000000 Penalty: 5502.825195
	Iteration 12Q: 3 clusters Score -9711875 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -9712086.000000 Penalty: 5502.825195
	Iteration 13Q: 3 clusters Score -9712086 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -9712160.000000 Penalty: 5502.825195
	Iteration 14Q: 3 clusters Score -9712160 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -9712180.000000 Penalty: 5502.825195
	Iteration 15Q: 3 clusters Score -9712180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -9712218.000000 Penalty: 5502.825195
	Iteration 16Q: 3 clusters Score -9712218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -9712226.000000 Penalty: 5502.825195
	Iteration 17Q: 3 clusters Score -9712226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -9712217.000000 Penalty: 5502.825195
	Iteration 18Q: 3 clusters Score -9712217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -9712241.000000 Penalty: 5502.825195
	Iteration 19Q: 3 clusters Score -9712241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -9712258.000000 Penalty: 5502.825195
	Iteration 20F: 3 clusters Score -9712258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -9712263.000000 Penalty: 5502.825195
	Iteration 21Q: 3 clusters Score -9712263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -9712264.000000 Penalty: 5502.825195
	Iteration 22Q: 3 clusters Score -9712264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -9712265.000000 Penalty: 5502.825195
	Iteration 23Q: 3 clusters Score -9712265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -9712260.000000 Penalty: 5502.825195
	Iteration 24Q: 3 clusters Score -9712260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -9712260.000000 Penalty: 5502.825195
	Iteration 25F: 3 clusters Score -9712260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76393.843750 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76393.84 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76731.375000 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76731.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76918.093750 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -76918.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77098.085938 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -77098.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77366.242188 Penalty: 3188.340332
	Iteration 4F: 3 clusters Score -77366.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77609.406250 Penalty: 3188.340332
	Iteration 5F: 3 clusters Score -77609.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77782.789062 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -77782.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -77870.710938 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77870.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -77893.812500 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77893.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -77903.296875 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -77903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -77910.812500 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -77910.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -77912.859375 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -77912.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -77917.921875 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -77917.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -77924.562500 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -77924.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -77929.906250 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -77929.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77936.289062 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -77936.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77936.289062 Penalty: 3188.340332
	Iteration 16F: 3 clusters Score -77936.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149461 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202064 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
Score: -95486800.000000 Penalty: 122977.367188
Splitting cluster 14 changes total score from -95488416.000000 to -95486800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -133271.109375 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -133271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -131407.375000 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -131407.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131668.156250 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131668.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131726.984375 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131759.062500 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -131759.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -131776.656250 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131776.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -131786.968750 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131792.296875 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131803.000000 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131808.187500 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131812.031250 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131818.312500 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -131818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131820.812500 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -131820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131820.812500 Penalty: 3395.556396
	Iteration 12F: 3 clusters Score -131820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Entering Unmasked Estep 
Score: -6767595.000000 Penalty: 2663.224121
	Iteration 0F: 2 clusters Score -6767595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -6736472.000000 Penalty: 5326.448242
	Iteration 0F: 3 clusters Score -6736472 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -6748467.500000 Penalty: 5326.448242
	Iteration 1F: 3 clusters Score -6748468 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -6749224.500000 Penalty: 5326.448242
	Iteration 2Q: 3 clusters Score -6749224 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -6750199.000000 Penalty: 5326.448242
	Iteration 3Q: 3 clusters Score -6750199 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -6751237.500000 Penalty: 5326.448242
	Iteration 4F: 3 clusters Score -6751238 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6752623.000000 Penalty: 5326.448242
	Iteration 5F: 3 clusters Score -6752623 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -6754241.000000 Penalty: 5326.448242
	Iteration 6F: 3 clusters Score -6754241 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -6755915.000000 Penalty: 5326.448242
	Iteration 7F: 3 clusters Score -6755915 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -6757411.500000 Penalty: 5326.448242
	Iteration 8F: 3 clusters Score -6757412 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -6758776.500000 Penalty: 5326.448242
	Iteration 9Q: 3 clusters Score -6758776 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -6760135.500000 Penalty: 5326.448242
	Iteration 10Q: 3 clusters Score -6760136 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -6761389.000000 Penalty: 5326.448242
	Iteration 11Q: 3 clusters Score -6761389 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -6762546.500000 Penalty: 5326.448242
	Iteration 12Q: 3 clusters Score -6762546 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -6763406.500000 Penalty: 5326.448242
	Iteration 13Q: 3 clusters Score -6763406 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -6763967.500000 Penalty: 5326.448242
	Iteration 14Q: 3 clusters Score -6763968 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -6764377.500000 Penalty: 5326.448242
	Iteration 15Q: 3 clusters Score -6764378 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -6764664.000000 Penalty: 5326.448242
	Iteration 16Q: 3 clusters Score -6764664 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -6764907.500000 Penalty: 5326.448242
	Iteration 17Q: 3 clusters Score -6764908 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -6765073.000000 Penalty: 5326.448242
	Iteration 18Q: 3 clusters Score -6765073 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -6765184.500000 Penalty: 5326.448242
	Iteration 19Q: 3 clusters Score -6765184 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -6765285.000000 Penalty: 5326.448242
	Iteration 20F: 3 clusters Score -6765285 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -6765377.000000 Penalty: 5326.448242
	Iteration 21Q: 3 clusters Score -6765377 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -6765462.500000 Penalty: 5326.448242
	Iteration 22Q: 3 clusters Score -6765462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -6765525.000000 Penalty: 5326.448242
	Iteration 23Q: 3 clusters Score -6765525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6765547.500000 Penalty: 5326.448242
	Iteration 24Q: 3 clusters Score -6765548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -6765619.500000 Penalty: 5326.448242
	Iteration 25Q: 3 clusters Score -6765620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6765669.000000 Penalty: 5326.448242
	Iteration 26Q: 3 clusters Score -6765669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -6765694.000000 Penalty: 5326.448242
	Iteration 27Q: 3 clusters Score -6765694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -6765723.500000 Penalty: 5326.448242
	Iteration 28Q: 3 clusters Score -6765724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -6765742.500000 Penalty: 5326.448242
	Iteration 29Q: 3 clusters Score -6765742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -6765758.000000 Penalty: 5326.448242
	Iteration 30Q: 3 clusters Score -6765758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -6765755.500000 Penalty: 5326.448242
	Iteration 31Q: 3 clusters Score -6765756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -6765766.500000 Penalty: 5326.448242
	Iteration 32Q: 3 clusters Score -6765766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -6765774.500000 Penalty: 5326.448242
	Iteration 33Q: 3 clusters Score -6765774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -6765791.000000 Penalty: 5326.448242
	Iteration 34Q: 3 clusters Score -6765791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6765791.000000 Penalty: 5326.448242
	Iteration 35Q: 3 clusters Score -6765791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -6765794.000000 Penalty: 5326.448242
	Iteration 36Q: 3 clusters Score -6765794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -6765797.000000 Penalty: 5326.448242
	Iteration 37Q: 3 clusters Score -6765797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -6765807.500000 Penalty: 5326.448242
	Iteration 38Q: 3 clusters Score -6765808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6765807.000000 Penalty: 5326.448242
	Iteration 39Q: 3 clusters Score -6765807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -6765808.500000 Penalty: 5326.448242
	Iteration 40F: 3 clusters Score -6765808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6765821.500000 Penalty: 5326.448242
	Iteration 41Q: 3 clusters Score -6765822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -6765826.500000 Penalty: 5326.448242
	Iteration 42Q: 3 clusters Score -6765826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6765835.500000 Penalty: 5326.448242
	Iteration 43Q: 3 clusters Score -6765836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6765832.000000 Penalty: 5326.448242
	Iteration 44Q: 3 clusters Score -6765832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -6765837.500000 Penalty: 5326.448242
	Iteration 45Q: 3 clusters Score -6765838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -6765845.000000 Penalty: 5326.448242
	Iteration 46Q: 3 clusters Score -6765845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6765837.500000 Penalty: 5326.448242
	Iteration 47Q: 3 clusters Score -6765838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -6765844.500000 Penalty: 5326.448242
	Iteration 48Q: 3 clusters Score -6765844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6765850.000000 Penalty: 5326.448242
	Iteration 49Q: 3 clusters Score -6765850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -6765853.000000 Penalty: 5326.448242
	Iteration 50Q: 3 clusters Score -6765853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6765848.500000 Penalty: 5326.448242
	Iteration 51Q: 3 clusters Score -6765848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -6765854.000000 Penalty: 5326.448242
	Iteration 52Q: 3 clusters Score -6765854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6765854.500000 Penalty: 5326.448242
	Iteration 53Q: 3 clusters Score -6765854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -6765852.500000 Penalty: 5326.448242
	Iteration 54Q: 3 clusters Score -6765852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -6765857.500000 Penalty: 5326.448242
	Iteration 55Q: 3 clusters Score -6765858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6765860.000000 Penalty: 5326.448242
	Iteration 56Q: 3 clusters Score -6765860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -6765855.500000 Penalty: 5326.448242
	Iteration 57Q: 3 clusters Score -6765856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -6765861.000000 Penalty: 5326.448242
	Iteration 58Q: 3 clusters Score -6765861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6765859.000000 Penalty: 5326.448242
	Iteration 59Q: 3 clusters Score -6765859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -6765861.000000 Penalty: 5326.448242
	Iteration 60F: 3 clusters Score -6765861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -6765861.500000 Penalty: 5326.448242
	Iteration 61Q: 3 clusters Score -6765862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6765856.500000 Penalty: 5326.448242
	Iteration 62Q: 3 clusters Score -6765856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6765856.500000 Penalty: 5326.448242
	Iteration 63F: 3 clusters Score -6765856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49947.179688 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49947.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50144.808594 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50144.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50285.054688 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -50285.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50476.988281 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -50476.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50974.320312 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -50974.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51039.472656 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -51039.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51101.179688 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -51101.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51149.894531 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -51149.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51179.691406 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -51179.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51199.566406 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -51199.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51204.687500 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -51204.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51207.257812 Penalty: 2971.766357
	Iteration 11F: 3 clusters Score -51207.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51212.398438 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -51212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51214.925781 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -51214.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51214.925781 Penalty: 2971.766357
	Iteration 14F: 3 clusters Score -51214.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1511627.500000 Penalty: 2328.323975
	Iteration 0F: 2 clusters Score -1511628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1502764.500000 Penalty: 4656.647949
	Iteration 0F: 3 clusters Score -1502764 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1505672.625000 Penalty: 4656.647949
	Iteration 1F: 3 clusters Score -1505673 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1506156.250000 Penalty: 4656.647949
	Iteration 2F: 3 clusters Score -1506156 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1506581.875000 Penalty: 4656.647949
	Iteration 3F: 3 clusters Score -1506582 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1506972.500000 Penalty: 4656.647949
	Iteration 4F: 3 clusters Score -1506972 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1507338.125000 Penalty: 4656.647949
	Iteration 5F: 3 clusters Score -1507338 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1507689.500000 Penalty: 4656.647949
	Iteration 6Q: 3 clusters Score -1507690 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1508027.125000 Penalty: 4656.647949
	Iteration 7Q: 3 clusters Score -1508027 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1508325.500000 Penalty: 4656.647949
	Iteration 8Q: 3 clusters Score -1508326 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1508561.000000 Penalty: 4656.647949
	Iteration 9Q: 3 clusters Score -1508561 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1508759.375000 Penalty: 4656.647949
	Iteration 10Q: 3 clusters Score -1508759 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1508950.375000 Penalty: 4656.647949
	Iteration 11Q: 3 clusters Score -1508950 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1509108.125000 Penalty: 4656.647949
	Iteration 12Q: 3 clusters Score -1509108 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1509243.875000 Penalty: 4656.647949
	Iteration 13Q: 3 clusters Score -1509244 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1509355.500000 Penalty: 4656.647949
	Iteration 14Q: 3 clusters Score -1509356 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1509455.750000 Penalty: 4656.647949
	Iteration 15Q: 3 clusters Score -1509456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1509573.375000 Penalty: 4656.647949
	Iteration 16Q: 3 clusters Score -1509573 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1509678.875000 Penalty: 4656.647949
	Iteration 17Q: 3 clusters Score -1509679 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1509753.000000 Penalty: 4656.647949
	Iteration 18Q: 3 clusters Score -1509753 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1509829.250000 Penalty: 4656.647949
	Iteration 19Q: 3 clusters Score -1509829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1509884.625000 Penalty: 4656.647949
	Iteration 20F: 3 clusters Score -1509885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1509947.125000 Penalty: 4656.647949
	Iteration 21Q: 3 clusters Score -1509947 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1509994.000000 Penalty: 4656.647949
	Iteration 22Q: 3 clusters Score -1509994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1510043.000000 Penalty: 4656.647949
	Iteration 23Q: 3 clusters Score -1510043 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1510070.250000 Penalty: 4656.647949
	Iteration 24Q: 3 clusters Score -1510070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1510111.250000 Penalty: 4656.647949
	Iteration 25Q: 3 clusters Score -1510111 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1510148.625000 Penalty: 4656.647949
	Iteration 26Q: 3 clusters Score -1510149 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1510181.500000 Penalty: 4656.647949
	Iteration 27Q: 3 clusters Score -1510182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1510213.500000 Penalty: 4656.647949
	Iteration 28Q: 3 clusters Score -1510214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1510246.000000 Penalty: 4656.647949
	Iteration 29Q: 3 clusters Score -1510246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1510271.875000 Penalty: 4656.647949
	Iteration 30Q: 3 clusters Score -1510272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1510297.000000 Penalty: 4656.647949
	Iteration 31Q: 3 clusters Score -1510297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1510320.500000 Penalty: 4656.647949
	Iteration 32Q: 3 clusters Score -1510320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1510332.250000 Penalty: 4656.647949
	Iteration 33Q: 3 clusters Score -1510332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1510338.125000 Penalty: 4656.647949
	Iteration 34Q: 3 clusters Score -1510338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1510340.750000 Penalty: 4656.647949
	Iteration 35Q: 3 clusters Score -1510341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1510343.250000 Penalty: 4656.647949
	Iteration 36Q: 3 clusters Score -1510343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1510350.500000 Penalty: 4656.647949
	Iteration 37Q: 3 clusters Score -1510350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1510350.750000 Penalty: 4656.647949
	Iteration 38Q: 3 clusters Score -1510351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1510351.750000 Penalty: 4656.647949
	Iteration 39Q: 3 clusters Score -1510352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1510349.750000 Penalty: 4656.647949
	Iteration 40F: 3 clusters Score -1510350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1510351.625000 Penalty: 4656.647949
	Iteration 41Q: 3 clusters Score -1510352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1510353.875000 Penalty: 4656.647949
	Iteration 42Q: 3 clusters Score -1510354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1510354.000000 Penalty: 4656.647949
	Iteration 43Q: 3 clusters Score -1510354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1510355.625000 Penalty: 4656.647949
	Iteration 44Q: 3 clusters Score -1510356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1510355.500000 Penalty: 4656.647949
	Iteration 45Q: 3 clusters Score -1510356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1510355.875000 Penalty: 4656.647949
	Iteration 46Q: 3 clusters Score -1510356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1510356.125000 Penalty: 4656.647949
	Iteration 47Q: 3 clusters Score -1510356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1510356.125000 Penalty: 4656.647949
	Iteration 48F: 3 clusters Score -1510356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46174.097656 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -46174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44736.355469 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -44736.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44934.070312 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -44934.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45020.148438 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -45020.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45093.625000 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -45093.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45158.417969 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -45158.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45189.972656 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -45189.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45221.550781 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -45221.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45247.128906 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -45247.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45264.917969 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -45264.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45294.773438 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -45294.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45336.500000 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -45336.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45364.539062 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -45364.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45376.757812 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -45376.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45394.992188 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -45394.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45401.699219 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -45401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45404.687500 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -45404.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45427.914062 Penalty: 3051.755371
	Iteration 16F: 3 clusters Score -45427.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45487.714844 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -45487.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45495.953125 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -45495.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45503.625000 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -45503.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45503.625000 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -45503.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -53183.363281 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -53183.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51796.550781 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -51796.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51951.417969 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -51951.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52007.832031 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -52007.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52041.105469 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -52041.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52056.250000 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -52056.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52066.390625 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -52066.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52075.183594 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -52075.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52085.281250 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -52085.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52086.917969 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -52086.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52092.644531 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -52092.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52092.644531 Penalty: 2970.524658
	Iteration 10F: 3 clusters Score -52092.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -535402.562500 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -535402.6 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 1862 members 
Entering Unmasked Estep 
Score: -531701.500000 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -531701.5 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -532532.875000 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -532532.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -532845.250000 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -532845.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -533121.312500 Penalty: 4067.751465
	Iteration 3F: 3 clusters Score -533121.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -533325.375000 Penalty: 4067.751465
	Iteration 4F: 3 clusters Score -533325.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -533461.625000 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -533461.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -533565.437500 Penalty: 4067.751465
	Iteration 6Q: 3 clusters Score -533565.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -533659.375000 Penalty: 4067.751465
	Iteration 7Q: 3 clusters Score -533659.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -533729.937500 Penalty: 4067.751465
	Iteration 8Q: 3 clusters Score -533729.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -533799.562500 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -533799.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -533868.187500 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -533868.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -533934.937500 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -533934.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -533978.062500 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -533978.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -534014.437500 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -534014.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -534050.875000 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -534050.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -534079.125000 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -534079.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -534104.250000 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -534104.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -534127.812500 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -534127.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -534146.375000 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -534146.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -534157.625000 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -534157.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -534167.375000 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -534167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -534170.625000 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -534170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -534172.625000 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -534172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -534175.562500 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -534175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -534177.500000 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -534177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -534178.000000 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -534178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -534181.062500 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -534181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -534184.875000 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -534184.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -534190.250000 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -534190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -534192.812500 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -534192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -534199.250000 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -534199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -534205.312500 Penalty: 4067.751465
	Iteration 31Q: 3 clusters Score -534205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -534210.250000 Penalty: 4067.751465
	Iteration 32Q: 3 clusters Score -534210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -534212.937500 Penalty: 4067.751465
	Iteration 33Q: 3 clusters Score -534212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -534217.125000 Penalty: 4067.751465
	Iteration 34Q: 3 clusters Score -534217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -534219.437500 Penalty: 4067.751465
	Iteration 35Q: 3 clusters Score -534219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -534220.750000 Penalty: 4067.751465
	Iteration 36Q: 3 clusters Score -534220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -534223.125000 Penalty: 4067.751465
	Iteration 37Q: 3 clusters Score -534223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -534226.250000 Penalty: 4067.751465
	Iteration 38Q: 3 clusters Score -534226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -534227.312500 Penalty: 4067.751465
	Iteration 39Q: 3 clusters Score -534227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -534226.812500 Penalty: 4067.751465
	Iteration 40F: 3 clusters Score -534226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -534228.562500 Penalty: 4067.751465
	Iteration 41Q: 3 clusters Score -534228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -534229.437500 Penalty: 4067.751465
	Iteration 42Q: 3 clusters Score -534229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -534231.500000 Penalty: 4067.751465
	Iteration 43Q: 3 clusters Score -534231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -534233.125000 Penalty: 4067.751465
	Iteration 44Q: 3 clusters Score -534233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -534233.125000 Penalty: 4067.751465
	Iteration 45F: 3 clusters Score -534233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (149461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Entering Unmasked Estep 
Score: -22303782.000000 Penalty: 2954.868164
	Iteration 0F: 2 clusters Score -2.230378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -22208014.000000 Penalty: 5909.736328
	Iteration 0F: 3 clusters Score -2.220801e+07 nChanged 71465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -22250334.000000 Penalty: 5909.736328
	Iteration 1F: 3 clusters Score -2.225033e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -22252524.000000 Penalty: 5909.736328
	Iteration 2Q: 3 clusters Score -2.225252e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -22255490.000000 Penalty: 5909.736328
	Iteration 3Q: 3 clusters Score -2.225549e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -22259752.000000 Penalty: 5909.736328
	Iteration 4F: 3 clusters Score -2.225975e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -22265888.000000 Penalty: 5909.736328
	Iteration 5F: 3 clusters Score -2.226589e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -22273232.000000 Penalty: 5909.736328
	Iteration 6F: 3 clusters Score -2.227323e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -22280570.000000 Penalty: 5909.736328
	Iteration 7F: 3 clusters Score -2.228057e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117381 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -22286448.000000 Penalty: 5909.736328
	Iteration 8F: 3 clusters Score -2.228645e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -22290292.000000 Penalty: 5909.736328
	Iteration 9Q: 3 clusters Score -2.229029e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -22292594.000000 Penalty: 5909.736328
	Iteration 10Q: 3 clusters Score -2.229259e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129671 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -22294062.000000 Penalty: 5909.736328
	Iteration 11Q: 3 clusters Score -2.229406e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132422 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -22295298.000000 Penalty: 5909.736328
	Iteration 12Q: 3 clusters Score -2.22953e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134768 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -22296166.000000 Penalty: 5909.736328
	Iteration 13Q: 3 clusters Score -2.229617e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136854 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -22296786.000000 Penalty: 5909.736328
	Iteration 14Q: 3 clusters Score -2.229679e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -22297538.000000 Penalty: 5909.736328
	Iteration 15Q: 3 clusters Score -2.229754e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -22298176.000000 Penalty: 5909.736328
	Iteration 16Q: 3 clusters Score -2.229818e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -22298562.000000 Penalty: 5909.736328
	Iteration 17Q: 3 clusters Score -2.229856e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142829 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -22298976.000000 Penalty: 5909.736328
	Iteration 18Q: 3 clusters Score -2.229898e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -22299330.000000 Penalty: 5909.736328
	Iteration 19Q: 3 clusters Score -2.229933e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -22299678.000000 Penalty: 5909.736328
	Iteration 20F: 3 clusters Score -2.229968e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145219 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -22299964.000000 Penalty: 5909.736328
	Iteration 21Q: 3 clusters Score -2.229996e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -22300202.000000 Penalty: 5909.736328
	Iteration 22Q: 3 clusters Score -2.23002e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146197 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -22300414.000000 Penalty: 5909.736328
	Iteration 23Q: 3 clusters Score -2.230041e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146540 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -22300618.000000 Penalty: 5909.736328
	Iteration 24Q: 3 clusters Score -2.230062e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146817 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22300764.000000 Penalty: 5909.736328
	Iteration 25Q: 3 clusters Score -2.230076e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147042 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -22300838.000000 Penalty: 5909.736328
	Iteration 26Q: 3 clusters Score -2.230084e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147217 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -22300934.000000 Penalty: 5909.736328
	Iteration 27Q: 3 clusters Score -2.230093e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -22300978.000000 Penalty: 5909.736328
	Iteration 28Q: 3 clusters Score -2.230098e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22300982.000000 Penalty: 5909.736328
	Iteration 29Q: 3 clusters Score -2.230098e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -22301024.000000 Penalty: 5909.736328
	Iteration 30Q: 3 clusters Score -2.230102e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147701 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -22301088.000000 Penalty: 5909.736328
	Iteration 31Q: 3 clusters Score -2.230109e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22301142.000000 Penalty: 5909.736328
	Iteration 32Q: 3 clusters Score -2.230114e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147877 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -22301216.000000 Penalty: 5909.736328
	Iteration 33Q: 3 clusters Score -2.230122e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22301236.000000 Penalty: 5909.736328
	Iteration 34Q: 3 clusters Score -2.230124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -22301298.000000 Penalty: 5909.736328
	Iteration 35Q: 3 clusters Score -2.23013e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -22301316.000000 Penalty: 5909.736328
	Iteration 36Q: 3 clusters Score -2.230132e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22301336.000000 Penalty: 5909.736328
	Iteration 37Q: 3 clusters Score -2.230134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148136 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -22301368.000000 Penalty: 5909.736328
	Iteration 38Q: 3 clusters Score -2.230137e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148166 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22301388.000000 Penalty: 5909.736328
	Iteration 39Q: 3 clusters Score -2.230139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -22301404.000000 Penalty: 5909.736328
	Iteration 40F: 3 clusters Score -2.23014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5909.736328
	Iteration 41Q: 3 clusters Score -2.23014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5909.736328
	Iteration 42Q: 3 clusters Score -2.23014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148220 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5909.736328
	Iteration 43Q: 3 clusters Score -2.23014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5909.736328
	Iteration 44Q: 3 clusters Score -2.23014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148229 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22301406.000000 Penalty: 5909.736328
	Iteration 45Q: 3 clusters Score -2.230141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148234 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -22301416.000000 Penalty: 5909.736328
	Iteration 46Q: 3 clusters Score -2.230142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5909.736328
	Iteration 47Q: 3 clusters Score -2.230141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22301412.000000 Penalty: 5909.736328
	Iteration 48Q: 3 clusters Score -2.230141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148246 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22301416.000000 Penalty: 5909.736328
	Iteration 49Q: 3 clusters Score -2.230142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148247 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -22301418.000000 Penalty: 5909.736328
	Iteration 50Q: 3 clusters Score -2.230142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22301416.000000 Penalty: 5909.736328
	Iteration 51Q: 3 clusters Score -2.230142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22301422.000000 Penalty: 5909.736328
	Iteration 52Q: 3 clusters Score -2.230142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148250 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22301426.000000 Penalty: 5909.736328
	Iteration 53Q: 3 clusters Score -2.230143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -22301432.000000 Penalty: 5909.736328
	Iteration 54Q: 3 clusters Score -2.230143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22301440.000000 Penalty: 5909.736328
	Iteration 55Q: 3 clusters Score -2.230144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22301440.000000 Penalty: 5909.736328
	Iteration 56Q: 3 clusters Score -2.230144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -22301438.000000 Penalty: 5909.736328
	Iteration 57Q: 3 clusters Score -2.230144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -22301438.000000 Penalty: 5909.736328
	Iteration 58F: 3 clusters Score -2.230144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -885817.500000 Penalty: 2176.757324
	Iteration 0F: 2 clusters Score -885817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -880346.000000 Penalty: 4353.514648
	Iteration 0F: 3 clusters Score -880346 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -881738.000000 Penalty: 4353.514648
	Iteration 1F: 3 clusters Score -881738 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -882009.937500 Penalty: 4353.514648
	Iteration 2F: 3 clusters Score -882009.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -882231.250000 Penalty: 4353.514648
	Iteration 3F: 3 clusters Score -882231.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -882405.437500 Penalty: 4353.514648
	Iteration 4Q: 3 clusters Score -882405.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -882526.562500 Penalty: 4353.514648
	Iteration 5Q: 3 clusters Score -882526.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -882622.750000 Penalty: 4353.514648
	Iteration 6Q: 3 clusters Score -882622.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -882701.937500 Penalty: 4353.514648
	Iteration 7Q: 3 clusters Score -882701.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -882767.125000 Penalty: 4353.514648
	Iteration 8Q: 3 clusters Score -882767.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -882827.687500 Penalty: 4353.514648
	Iteration 9Q: 3 clusters Score -882827.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -882888.500000 Penalty: 4353.514648
	Iteration 10Q: 3 clusters Score -882888.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -882950.125000 Penalty: 4353.514648
	Iteration 11Q: 3 clusters Score -882950.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -883009.125000 Penalty: 4353.514648
	Iteration 12Q: 3 clusters Score -883009.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -883051.062500 Penalty: 4353.514648
	Iteration 13Q: 3 clusters Score -883051.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -883102.000000 Penalty: 4353.514648
	Iteration 14Q: 3 clusters Score -883102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -883155.312500 Penalty: 4353.514648
	Iteration 15Q: 3 clusters Score -883155.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -883204.812500 Penalty: 4353.514648
	Iteration 16Q: 3 clusters Score -883204.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -883256.187500 Penalty: 4353.514648
	Iteration 17Q: 3 clusters Score -883256.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -883309.875000 Penalty: 4353.514648
	Iteration 18Q: 3 clusters Score -883309.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -883360.000000 Penalty: 4353.514648
	Iteration 19Q: 3 clusters Score -883360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -883413.750000 Penalty: 4353.514648
	Iteration 20F: 3 clusters Score -883413.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -883445.687500 Penalty: 4353.514648
	Iteration 21Q: 3 clusters Score -883445.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -883474.375000 Penalty: 4353.514648
	Iteration 22Q: 3 clusters Score -883474.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -883505.125000 Penalty: 4353.514648
	Iteration 23Q: 3 clusters Score -883505.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -883538.500000 Penalty: 4353.514648
	Iteration 24Q: 3 clusters Score -883538.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -883566.812500 Penalty: 4353.514648
	Iteration 25Q: 3 clusters Score -883566.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -883603.437500 Penalty: 4353.514648
	Iteration 26Q: 3 clusters Score -883603.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -883640.125000 Penalty: 4353.514648
	Iteration 27Q: 3 clusters Score -883640.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -883662.750000 Penalty: 4353.514648
	Iteration 28Q: 3 clusters Score -883662.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -883692.625000 Penalty: 4353.514648
	Iteration 29Q: 3 clusters Score -883692.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -883713.312500 Penalty: 4353.514648
	Iteration 30Q: 3 clusters Score -883713.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -883729.812500 Penalty: 4353.514648
	Iteration 31Q: 3 clusters Score -883729.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -883744.750000 Penalty: 4353.514648
	Iteration 32Q: 3 clusters Score -883744.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -883753.375000 Penalty: 4353.514648
	Iteration 33Q: 3 clusters Score -883753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -883763.687500 Penalty: 4353.514648
	Iteration 34Q: 3 clusters Score -883763.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -883769.562500 Penalty: 4353.514648
	Iteration 35Q: 3 clusters Score -883769.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -883773.375000 Penalty: 4353.514648
	Iteration 36Q: 3 clusters Score -883773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -883777.875000 Penalty: 4353.514648
	Iteration 37Q: 3 clusters Score -883777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -883783.875000 Penalty: 4353.514648
	Iteration 38Q: 3 clusters Score -883783.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -883788.875000 Penalty: 4353.514648
	Iteration 39Q: 3 clusters Score -883788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -883793.062500 Penalty: 4353.514648
	Iteration 40F: 3 clusters Score -883793.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -883794.875000 Penalty: 4353.514648
	Iteration 41Q: 3 clusters Score -883794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -883797.875000 Penalty: 4353.514648
	Iteration 42Q: 3 clusters Score -883797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -883801.312500 Penalty: 4353.514648
	Iteration 43Q: 3 clusters Score -883801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -883805.250000 Penalty: 4353.514648
	Iteration 44Q: 3 clusters Score -883805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -883808.875000 Penalty: 4353.514648
	Iteration 45Q: 3 clusters Score -883808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -883809.562500 Penalty: 4353.514648
	Iteration 46Q: 3 clusters Score -883809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -883812.562500 Penalty: 4353.514648
	Iteration 47Q: 3 clusters Score -883812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -883815.187500 Penalty: 4353.514648
	Iteration 48Q: 3 clusters Score -883815.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -883820.062500 Penalty: 4353.514648
	Iteration 49Q: 3 clusters Score -883820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -883820.562500 Penalty: 4353.514648
	Iteration 50Q: 3 clusters Score -883820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -883825.312500 Penalty: 4353.514648
	Iteration 51Q: 3 clusters Score -883825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -883828.125000 Penalty: 4353.514648
	Iteration 52Q: 3 clusters Score -883828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -883828.875000 Penalty: 4353.514648
	Iteration 53Q: 3 clusters Score -883828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -883828.875000 Penalty: 4353.514648
	Iteration 54F: 3 clusters Score -883828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -298946.187500 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -298946.2 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 1030 members 
Entering Unmasked Estep 
Score: -296305.718750 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -296305.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -296764.468750 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -296764.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -296866.281250 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -296866.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -296923.937500 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -296923.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -296968.718750 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -296968.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -297003.281250 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -297003.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -297017.625000 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -297017.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -297030.875000 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -297030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -297040.250000 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -297040.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -297051.156250 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -297051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -297060.500000 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -297060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297068.125000 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -297068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -297072.031250 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -297072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -297075.375000 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -297075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -297078.750000 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -297078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297082.750000 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -297082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297085.093750 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -297085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -297088.343750 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -297088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297092.437500 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -297092.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297097.906250 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -297097.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297103.125000 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -297103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297105.468750 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -297105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -297106.656250 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -297106.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297107.250000 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -297107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -297107.531250 Penalty: 3783.744629
	Iteration 24Q: 3 clusters Score -297107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -297107.531250 Penalty: 3783.744629
	Iteration 25F: 3 clusters Score -297107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -496338.937500 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -496338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -492725.125000 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -492725.1 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -493442.468750 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -493442.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -493610.125000 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -493610.1 nChanged 164
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: -493723.000000 Penalty: 4040.336426
	Iteration 3Q: 3 clusters Score -493723 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -493810.125000 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -493810.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -493887.468750 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -493887.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -493962.937500 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -493962.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -494024.062500 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -494024.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -494094.718750 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -494094.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -494164.062500 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -494164.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -494228.312500 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -494228.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -494288.500000 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -494288.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -494360.125000 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -494360.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -494444.312500 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -494444.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -494513.718750 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -494513.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -494581.906250 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -494581.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -494644.093750 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -494644.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -494713.250000 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -494713.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -494761.906250 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -494761.9 nChanged 54
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: -494795.437500 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -494795.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -494821.937500 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -494821.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -494843.968750 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -494844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -494863.375000 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -494863.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -494875.281250 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -494875.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -494883.156250 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -494883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -494889.562500 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -494889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -494890.375000 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -494890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -494893.781250 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -494893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -494894.375000 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -494894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -494894.687500 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -494894.7 nChanged 1
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: -494894.875000 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -494894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -494896.937500 Penalty: 4040.336426
	Iteration 31Q: 3 clusters Score -494896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -494896.937500 Penalty: 4040.336426
	Iteration 32Q: 3 clusters Score -494896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -494897.375000 Penalty: 4040.336426
	Iteration 33Q: 3 clusters Score -494897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -494899.000000 Penalty: 4040.336426
	Iteration 34Q: 3 clusters Score -494899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -494899.000000 Penalty: 4040.336426
	Iteration 35F: 3 clusters Score -494899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -175760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -173515.515625 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -173515.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173886.218750 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -173886.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174019.890625 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -174019.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -174135.312500 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -174135.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -174224.031250 Penalty: 3630.324463
	Iteration 4Q: 3 clusters Score -174224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -174325.546875 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -174325.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -174460.203125 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -174460.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174572.875000 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -174572.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -174658.968750 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -174659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -174730.109375 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -174730.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -174799.437500 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -174799.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -174874.234375 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -174874.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -174929.625000 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -174929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -174955.671875 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -174955.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -174967.906250 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -174967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174979.421875 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -174979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -175007.500000 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -175007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -175030.062500 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -175030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175048.812500 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -175048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -175054.843750 Penalty: 3630.324463
	Iteration 19Q: 3 clusters Score -175054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -175059.390625 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -175059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175062.125000 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -175062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -175064.156250 Penalty: 3630.324463
	Iteration 22Q: 3 clusters Score -175064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -175065.765625 Penalty: 3630.324463
	Iteration 23Q: 3 clusters Score -175065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175066.625000 Penalty: 3630.324463
	Iteration 24Q: 3 clusters Score -175066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175066.625000 Penalty: 3630.324463
	Iteration 25F: 3 clusters Score -175066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -37232.968750 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -37232.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35993.406250 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -35993.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36118.960938 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -36118.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36191.019531 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -36191.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36209.710938 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -36209.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36223.906250 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -36223.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36228.320312 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -36228.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36228.320312 Penalty: 2810.547607
	Iteration 6F: 3 clusters Score -36228.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34882.382812 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34882.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34950.171875 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34950.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34951.933594 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -34951.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34960.679688 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -34960.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34976.136719 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -34976.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34976.136719 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -34976.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -69165.890625 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -69165.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67657.085938 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -67657.09 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67882.414062 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -67882.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67972.296875 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -67972.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68010.625000 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -68010.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68029.382812 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -68029.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68034.875000 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -68034.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68036.148438 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -68036.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68036.843750 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -68036.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68040.078125 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -68040.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68043.070312 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -68043.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68046.437500 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -68046.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68048.460938 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -68048.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68049.992188 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -68049.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68051.375000 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -68051.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68051.734375 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -68051.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68051.734375 Penalty: 3156.916504
	Iteration 15F: 3 clusters Score -68051.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -208675.968750 Penalty: 1818.427612
	Iteration 0F: 2 clusters Score -208676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -206393.765625 Penalty: 3636.855225
	Iteration 0F: 3 clusters Score -206393.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -206821.875000 Penalty: 3636.855225
	Iteration 1F: 3 clusters Score -206821.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -206959.796875 Penalty: 3636.855225
	Iteration 2F: 3 clusters Score -206959.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -207046.609375 Penalty: 3636.855225
	Iteration 3Q: 3 clusters Score -207046.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207125.031250 Penalty: 3636.855225
	Iteration 4Q: 3 clusters Score -207125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -207208.406250 Penalty: 3636.855225
	Iteration 5Q: 3 clusters Score -207208.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -207318.390625 Penalty: 3636.855225
	Iteration 6Q: 3 clusters Score -207318.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207395.406250 Penalty: 3636.855225
	Iteration 7Q: 3 clusters Score -207395.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -207480.218750 Penalty: 3636.855225
	Iteration 8Q: 3 clusters Score -207480.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -207615.015625 Penalty: 3636.855225
	Iteration 9Q: 3 clusters Score -207615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -207749.734375 Penalty: 3636.855225
	Iteration 10Q: 3 clusters Score -207749.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -207857.296875 Penalty: 3636.855225
	Iteration 11Q: 3 clusters Score -207857.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -207939.640625 Penalty: 3636.855225
	Iteration 12Q: 3 clusters Score -207939.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -207978.593750 Penalty: 3636.855225
	Iteration 13Q: 3 clusters Score -207978.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -208001.890625 Penalty: 3636.855225
	Iteration 14Q: 3 clusters Score -208001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208012.359375 Penalty: 3636.855225
	Iteration 15Q: 3 clusters Score -208012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208021.406250 Penalty: 3636.855225
	Iteration 16Q: 3 clusters Score -208021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208035.593750 Penalty: 3636.855225
	Iteration 17Q: 3 clusters Score -208035.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -208042.656250 Penalty: 3636.855225
	Iteration 18Q: 3 clusters Score -208042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -208044.781250 Penalty: 3636.855225
	Iteration 19Q: 3 clusters Score -208044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -208045.203125 Penalty: 3636.855225
	Iteration 20F: 3 clusters Score -208045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (202064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202064 members 
Entering Unmasked Estep 
Score: -30203498.000000 Penalty: 3029.652344
	Iteration 0F: 2 clusters Score -3.02035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -30071900.000000 Penalty: 6059.304688
	Iteration 0F: 3 clusters Score -3.00719e+07 nChanged 97272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -30129226.000000 Penalty: 6059.304688
	Iteration 1F: 3 clusters Score -3.012923e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -30131038.000000 Penalty: 6059.304688
	Iteration 2Q: 3 clusters Score -3.013104e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -30133396.000000 Penalty: 6059.304688
	Iteration 3Q: 3 clusters Score -3.01334e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -30137142.000000 Penalty: 6059.304688
	Iteration 4Q: 3 clusters Score -3.013714e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -30143086.000000 Penalty: 6059.304688
	Iteration 5F: 3 clusters Score -3.014309e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120583 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -30151066.000000 Penalty: 6059.304688
	Iteration 6F: 3 clusters Score -3.015107e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -30160474.000000 Penalty: 6059.304688
	Iteration 7F: 3 clusters Score -3.016047e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131745 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -30168974.000000 Penalty: 6059.304688
	Iteration 8F: 3 clusters Score -3.016897e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -30175068.000000 Penalty: 6059.304688
	Iteration 9F: 3 clusters Score -3.017507e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139929 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -30177696.000000 Penalty: 6059.304688
	Iteration 10Q: 3 clusters Score -3.01777e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -30178820.000000 Penalty: 6059.304688
	Iteration 11Q: 3 clusters Score -3.017882e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -30180026.000000 Penalty: 6059.304688
	Iteration 12Q: 3 clusters Score -3.018003e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151499 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -30180980.000000 Penalty: 6059.304688
	Iteration 13Q: 3 clusters Score -3.018098e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -30181896.000000 Penalty: 6059.304688
	Iteration 14Q: 3 clusters Score -3.01819e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -30182776.000000 Penalty: 6059.304688
	Iteration 15Q: 3 clusters Score -3.018278e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163007 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -30183782.000000 Penalty: 6059.304688
	Iteration 16Q: 3 clusters Score -3.018378e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -30184810.000000 Penalty: 6059.304688
	Iteration 17Q: 3 clusters Score -3.018481e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -30186118.000000 Penalty: 6059.304688
	Iteration 18Q: 3 clusters Score -3.018612e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -30187518.000000 Penalty: 6059.304688
	Iteration 19Q: 3 clusters Score -3.018752e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178508 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -30189058.000000 Penalty: 6059.304688
	Iteration 20F: 3 clusters Score -3.018906e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182152 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -30190576.000000 Penalty: 6059.304688
	Iteration 21Q: 3 clusters Score -3.019058e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185513 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -30192082.000000 Penalty: 6059.304688
	Iteration 22Q: 3 clusters Score -3.019208e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188713 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -30193696.000000 Penalty: 6059.304688
	Iteration 23Q: 3 clusters Score -3.01937e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191493 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -30195180.000000 Penalty: 6059.304688
	Iteration 24Q: 3 clusters Score -3.019518e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193904 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -30196358.000000 Penalty: 6059.304688
	Iteration 25Q: 3 clusters Score -3.019636e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195876 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -30197524.000000 Penalty: 6059.304688
	Iteration 26Q: 3 clusters Score -3.019752e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197447 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -30198422.000000 Penalty: 6059.304688
	Iteration 27Q: 3 clusters Score -3.019842e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198694 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -30199230.000000 Penalty: 6059.304688
	Iteration 28Q: 3 clusters Score -3.019923e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199569 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -30199812.000000 Penalty: 6059.304688
	Iteration 29Q: 3 clusters Score -3.019981e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200177 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -30200154.000000 Penalty: 6059.304688
	Iteration 30Q: 3 clusters Score -3.020015e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200552 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -30200408.000000 Penalty: 6059.304688
	Iteration 31Q: 3 clusters Score -3.020041e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200800 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -30200554.000000 Penalty: 6059.304688
	Iteration 32Q: 3 clusters Score -3.020055e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200955 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -30200650.000000 Penalty: 6059.304688
	Iteration 33Q: 3 clusters Score -3.020065e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201067 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -30200780.000000 Penalty: 6059.304688
	Iteration 34Q: 3 clusters Score -3.020078e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201147 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -30200808.000000 Penalty: 6059.304688
	Iteration 35Q: 3 clusters Score -3.020081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201198 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -30200846.000000 Penalty: 6059.304688
	Iteration 36Q: 3 clusters Score -3.020085e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201234 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -30200878.000000 Penalty: 6059.304688
	Iteration 37Q: 3 clusters Score -3.020088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201270 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -30200910.000000 Penalty: 6059.304688
	Iteration 38Q: 3 clusters Score -3.020091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201296 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -30200904.000000 Penalty: 6059.304688
	Iteration 39Q: 3 clusters Score -3.02009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201316 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -30200944.000000 Penalty: 6059.304688
	Iteration 40F: 3 clusters Score -3.020094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201332 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -30200976.000000 Penalty: 6059.304688
	Iteration 41Q: 3 clusters Score -3.020098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201346 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -30200964.000000 Penalty: 6059.304688
	Iteration 42Q: 3 clusters Score -3.020096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201358 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -30200956.000000 Penalty: 6059.304688
	Iteration 43Q: 3 clusters Score -3.020096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201367 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -30200982.000000 Penalty: 6059.304688
	Iteration 44Q: 3 clusters Score -3.020098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201371 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -30200988.000000 Penalty: 6059.304688
	Iteration 45Q: 3 clusters Score -3.020099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201379 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -30200990.000000 Penalty: 6059.304688
	Iteration 46Q: 3 clusters Score -3.020099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201383 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -30200986.000000 Penalty: 6059.304688
	Iteration 47Q: 3 clusters Score -3.020099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201386 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -30201008.000000 Penalty: 6059.304688
	Iteration 48Q: 3 clusters Score -3.020101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201388 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -30201002.000000 Penalty: 6059.304688
	Iteration 49Q: 3 clusters Score -3.0201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201388 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -30201002.000000 Penalty: 6059.304688
	Iteration 50F: 3 clusters Score -3.0201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Entering Unmasked Estep 
Score: -6024662.500000 Penalty: 2649.956787
	Iteration 0F: 2 clusters Score -6024662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5995124.000000 Penalty: 5299.913574
	Iteration 0F: 3 clusters Score -5995124 nChanged 20032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6006333.000000 Penalty: 5299.913574
	Iteration 1F: 3 clusters Score -6006333 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -6007233.000000 Penalty: 5299.913574
	Iteration 2F: 3 clusters Score -6007233 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -6008330.500000 Penalty: 5299.913574
	Iteration 3F: 3 clusters Score -6008330 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -6009687.500000 Penalty: 5299.913574
	Iteration 4F: 3 clusters Score -6009688 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -6011354.500000 Penalty: 5299.913574
	Iteration 5F: 3 clusters Score -6011354 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6013298.500000 Penalty: 5299.913574
	Iteration 6F: 3 clusters Score -6013298 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -6015321.500000 Penalty: 5299.913574
	Iteration 7F: 3 clusters Score -6015322 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -6017121.000000 Penalty: 5299.913574
	Iteration 8F: 3 clusters Score -6017121 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -6018298.500000 Penalty: 5299.913574
	Iteration 9Q: 3 clusters Score -6018298 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -6018975.000000 Penalty: 5299.913574
	Iteration 10Q: 3 clusters Score -6018975 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -6019477.500000 Penalty: 5299.913574
	Iteration 11Q: 3 clusters Score -6019478 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -6019874.500000 Penalty: 5299.913574
	Iteration 12Q: 3 clusters Score -6019874 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -6020195.500000 Penalty: 5299.913574
	Iteration 13Q: 3 clusters Score -6020196 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -6020532.500000 Penalty: 5299.913574
	Iteration 14Q: 3 clusters Score -6020532 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -6020779.000000 Penalty: 5299.913574
	Iteration 15Q: 3 clusters Score -6020779 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -6021011.000000 Penalty: 5299.913574
	Iteration 16Q: 3 clusters Score -6021011 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -6021131.000000 Penalty: 5299.913574
	Iteration 17Q: 3 clusters Score -6021131 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -6021254.500000 Penalty: 5299.913574
	Iteration 18Q: 3 clusters Score -6021254 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -6021375.000000 Penalty: 5299.913574
	Iteration 19Q: 3 clusters Score -6021375 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -6021433.500000 Penalty: 5299.913574
	Iteration 20F: 3 clusters Score -6021434 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -6021482.500000 Penalty: 5299.913574
	Iteration 21Q: 3 clusters Score -6021482 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -6021515.500000 Penalty: 5299.913574
	Iteration 22Q: 3 clusters Score -6021516 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -6021531.000000 Penalty: 5299.913574
	Iteration 23Q: 3 clusters Score -6021531 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -6021546.500000 Penalty: 5299.913574
	Iteration 24Q: 3 clusters Score -6021546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -6021542.000000 Penalty: 5299.913574
	Iteration 25Q: 3 clusters Score -6021542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -6021567.500000 Penalty: 5299.913574
	Iteration 26Q: 3 clusters Score -6021568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -6021572.500000 Penalty: 5299.913574
	Iteration 27Q: 3 clusters Score -6021572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -6021597.500000 Penalty: 5299.913574
	Iteration 28Q: 3 clusters Score -6021598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6021639.500000 Penalty: 5299.913574
	Iteration 29Q: 3 clusters Score -6021640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -6021646.500000 Penalty: 5299.913574
	Iteration 30Q: 3 clusters Score -6021646 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -6021654.000000 Penalty: 5299.913574
	Iteration 31Q: 3 clusters Score -6021654 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6021686.500000 Penalty: 5299.913574
	Iteration 32Q: 3 clusters Score -6021686 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -6021702.500000 Penalty: 5299.913574
	Iteration 33Q: 3 clusters Score -6021702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6021712.000000 Penalty: 5299.913574
	Iteration 34Q: 3 clusters Score -6021712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -6021732.500000 Penalty: 5299.913574
	Iteration 35Q: 3 clusters Score -6021732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -6021758.500000 Penalty: 5299.913574
	Iteration 36Q: 3 clusters Score -6021758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -6021759.500000 Penalty: 5299.913574
	Iteration 37Q: 3 clusters Score -6021760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -6021757.000000 Penalty: 5299.913574
	Iteration 38Q: 3 clusters Score -6021757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -6021763.000000 Penalty: 5299.913574
	Iteration 39Q: 3 clusters Score -6021763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -6021759.000000 Penalty: 5299.913574
	Iteration 40F: 3 clusters Score -6021759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -6021761.000000 Penalty: 5299.913574
	Iteration 41Q: 3 clusters Score -6021761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -6021779.000000 Penalty: 5299.913574
	Iteration 42Q: 3 clusters Score -6021779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -6021768.500000 Penalty: 5299.913574
	Iteration 43Q: 3 clusters Score -6021768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -6021767.000000 Penalty: 5299.913574
	Iteration 44Q: 3 clusters Score -6021767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -6021779.000000 Penalty: 5299.913574
	Iteration 45Q: 3 clusters Score -6021779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -6021779.500000 Penalty: 5299.913574
	Iteration 46Q: 3 clusters Score -6021780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6021790.000000 Penalty: 5299.913574
	Iteration 47Q: 3 clusters Score -6021790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -6021778.500000 Penalty: 5299.913574
	Iteration 48Q: 3 clusters Score -6021778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -6021788.000000 Penalty: 5299.913574
	Iteration 49Q: 3 clusters Score -6021788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -6021793.500000 Penalty: 5299.913574
	Iteration 50Q: 3 clusters Score -6021794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -6021793.500000 Penalty: 5299.913574
	Iteration 51Q: 3 clusters Score -6021794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -6021802.500000 Penalty: 5299.913574
	Iteration 52Q: 3 clusters Score -6021802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6021796.000000 Penalty: 5299.913574
	Iteration 53Q: 3 clusters Score -6021796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -6021798.500000 Penalty: 5299.913574
	Iteration 54Q: 3 clusters Score -6021798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -6021790.000000 Penalty: 5299.913574
	Iteration 55Q: 3 clusters Score -6021790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -6021804.000000 Penalty: 5299.913574
	Iteration 56Q: 3 clusters Score -6021804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6021823.500000 Penalty: 5299.913574
	Iteration 57Q: 3 clusters Score -6021824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6021816.000000 Penalty: 5299.913574
	Iteration 58Q: 3 clusters Score -6021816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -6021822.000000 Penalty: 5299.913574
	Iteration 59Q: 3 clusters Score -6021822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -6021825.500000 Penalty: 5299.913574
	Iteration 60F: 3 clusters Score -6021826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -6021816.000000 Penalty: 5299.913574
	Iteration 61Q: 3 clusters Score -6021816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -6021819.500000 Penalty: 5299.913574
	Iteration 62Q: 3 clusters Score -6021820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -6021845.500000 Penalty: 5299.913574
	Iteration 63Q: 3 clusters Score -6021846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6021848.500000 Penalty: 5299.913574
	Iteration 64Q: 3 clusters Score -6021848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -6021846.000000 Penalty: 5299.913574
	Iteration 65Q: 3 clusters Score -6021846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -6021860.500000 Penalty: 5299.913574
	Iteration 66Q: 3 clusters Score -6021860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6021859.000000 Penalty: 5299.913574
	Iteration 67Q: 3 clusters Score -6021859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6021870.000000 Penalty: 5299.913574
	Iteration 68Q: 3 clusters Score -6021870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -6021882.000000 Penalty: 5299.913574
	Iteration 69Q: 3 clusters Score -6021882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -6021877.500000 Penalty: 5299.913574
	Iteration 70Q: 3 clusters Score -6021878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -6021880.000000 Penalty: 5299.913574
	Iteration 71Q: 3 clusters Score -6021880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -6021882.500000 Penalty: 5299.913574
	Iteration 72Q: 3 clusters Score -6021882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -6021886.500000 Penalty: 5299.913574
	Iteration 73Q: 3 clusters Score -6021886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -6021879.500000 Penalty: 5299.913574
	Iteration 74Q: 3 clusters Score -6021880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -6021897.000000 Penalty: 5299.913574
	Iteration 75Q: 3 clusters Score -6021897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6021896.500000 Penalty: 5299.913574
	Iteration 76Q: 3 clusters Score -6021896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6021879.500000 Penalty: 5299.913574
	Iteration 77Q: 3 clusters Score -6021880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -6021885.500000 Penalty: 5299.913574
	Iteration 78Q: 3 clusters Score -6021886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -6021890.000000 Penalty: 5299.913574
	Iteration 79Q: 3 clusters Score -6021890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -6021890.500000 Penalty: 5299.913574
	Iteration 80F: 3 clusters Score -6021890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6021896.000000 Penalty: 5299.913574
	Iteration 81Q: 3 clusters Score -6021896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -6021886.000000 Penalty: 5299.913574
	Iteration 82Q: 3 clusters Score -6021886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -6021896.500000 Penalty: 5299.913574
	Iteration 83Q: 3 clusters Score -6021896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6021892.000000 Penalty: 5299.913574
	Iteration 84Q: 3 clusters Score -6021892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -6021895.500000 Penalty: 5299.913574
	Iteration 85Q: 3 clusters Score -6021896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -6021890.000000 Penalty: 5299.913574
	Iteration 86Q: 3 clusters Score -6021890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -6021889.000000 Penalty: 5299.913574
	Iteration 87Q: 3 clusters Score -6021889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -6021885.000000 Penalty: 5299.913574
	Iteration 88Q: 3 clusters Score -6021885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -6021888.000000 Penalty: 5299.913574
	Iteration 89Q: 3 clusters Score -6021888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -6021884.500000 Penalty: 5299.913574
	Iteration 90Q: 3 clusters Score -6021884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -6021887.000000 Penalty: 5299.913574
	Iteration 91Q: 3 clusters Score -6021887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6021887.000000 Penalty: 5299.913574
	Iteration 92Q: 3 clusters Score -6021887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -6021886.000000 Penalty: 5299.913574
	Iteration 93Q: 3 clusters Score -6021886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6021884.000000 Penalty: 5299.913574
	Iteration 94Q: 3 clusters Score -6021884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6021885.000000 Penalty: 5299.913574
	Iteration 95Q: 3 clusters Score -6021885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6021893.500000 Penalty: 5299.913574
	Iteration 96Q: 3 clusters Score -6021894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -6021880.500000 Penalty: 5299.913574
	Iteration 97Q: 3 clusters Score -6021880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -6021885.500000 Penalty: 5299.913574
	Iteration 98Q: 3 clusters Score -6021886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -6021884.500000 Penalty: 5299.913574
	Iteration 99Q: 3 clusters Score -6021884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -6021885.000000 Penalty: 5299.913574
	Iteration 100F: 3 clusters Score -6021885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -6021895.500000 Penalty: 5299.913574
	Iteration 101Q: 3 clusters Score -6021896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -6021896.000000 Penalty: 5299.913574
	Iteration 102Q: 3 clusters Score -6021896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -6021896.000000 Penalty: 5299.913574
	Iteration 103Q: 3 clusters Score -6021896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -6021901.000000 Penalty: 5299.913574
	Iteration 104Q: 3 clusters Score -6021901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
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	Iteration 105F: 3 clusters Score -6021901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26758.685547 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26758.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26986.730469 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26986.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27119.386719 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -27119.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27141.025391 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -27141.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27150.503906 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -27150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27154.691406 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -27154.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27170.705078 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -27170.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27170.705078 Penalty: 2744.561279
	Iteration 7F: 3 clusters Score -27170.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46977.625000 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -46977.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47179.773438 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47179.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47252.863281 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -47252.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47294.542969 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -47294.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47309.734375 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -47309.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47319.812500 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47319.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47341.816406 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47341.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47370.828125 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47370.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47387.898438 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -47387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47412.804688 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -47412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47428.468750 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -47428.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47453.007812 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -47453.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47483.105469 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -47483.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47493.210938 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -47493.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47496.828125 Penalty: 2935.771240
	Iteration 14Q: 3 clusters Score -47496.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47501.886719 Penalty: 2935.771240
	Iteration 15Q: 3 clusters Score -47501.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47510.609375 Penalty: 2935.771240
	Iteration 16Q: 3 clusters Score -47510.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47528.910156 Penalty: 2935.771240
	Iteration 17Q: 3 clusters Score -47528.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47546.316406 Penalty: 2935.771240
	Iteration 18Q: 3 clusters Score -47546.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47568.582031 Penalty: 2935.771240
	Iteration 19Q: 3 clusters Score -47568.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47571.929688 Penalty: 2935.771240
	Iteration 20F: 3 clusters Score -47571.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47574.621094 Penalty: 2935.771240
	Iteration 21Q: 3 clusters Score -47574.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47576.148438 Penalty: 2935.771240
	Iteration 22Q: 3 clusters Score -47576.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47576.148438 Penalty: 2935.771240
	Iteration 23F: 3 clusters Score -47576.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -313782.312500 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -313782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -311043.531250 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -311043.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -311501.718750 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -311501.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -311628.625000 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -311628.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -311681.312500 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -311681.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -311711.906250 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -311711.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -311732.968750 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -311733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -311748.531250 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -311748.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -311758.375000 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -311758.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -311768.343750 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -311768.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -311775.875000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -311775.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311782.281250 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -311782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -311788.437500 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -311788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -311798.875000 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -311798.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -311807.281250 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -311807.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -311821.656250 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -311821.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -311827.875000 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -311827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -311832.906250 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -311832.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -311839.031250 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -311839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -311841.125000 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -311841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -311841.562500 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -311841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -311841.968750 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -311842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -311842.437500 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -311842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -311842.437500 Penalty: 3810.511230
	Iteration 22F: 3 clusters Score -311842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -304501.812500 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -304501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -301817.875000 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -301817.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -302311.218750 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -302311.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302484.468750 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -302484.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -302612.375000 Penalty: 3789.262451
	Iteration 3F: 3 clusters Score -302612.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -302720.812500 Penalty: 3789.262451
	Iteration 4Q: 3 clusters Score -302720.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -302863.281250 Penalty: 3789.262451
	Iteration 5Q: 3 clusters Score -302863.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -303037.937500 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -303037.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -303221.531250 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -303221.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -303411.312500 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -303411.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -303535.281250 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -303535.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -303591.156250 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -303591.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -303617.906250 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -303617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -303629.937500 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -303629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -303638.875000 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -303638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -303643.343750 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -303643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -303646.625000 Penalty: 3789.262451
	Iteration 15Q: 3 clusters Score -303646.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -303651.625000 Penalty: 3789.262451
	Iteration 16Q: 3 clusters Score -303651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303655.062500 Penalty: 3789.262451
	Iteration 17Q: 3 clusters Score -303655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303657.843750 Penalty: 3789.262451
	Iteration 18Q: 3 clusters Score -303657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -303662.500000 Penalty: 3789.262451
	Iteration 19Q: 3 clusters Score -303662.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -303668.343750 Penalty: 3789.262451
	Iteration 20F: 3 clusters Score -303668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -303673.656250 Penalty: 3789.262451
	Iteration 21Q: 3 clusters Score -303673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -303679.968750 Penalty: 3789.262451
	Iteration 22Q: 3 clusters Score -303680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -303685.375000 Penalty: 3789.262451
	Iteration 23Q: 3 clusters Score -303685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -303687.437500 Penalty: 3789.262451
	Iteration 24Q: 3 clusters Score -303687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -303688.187500 Penalty: 3789.262451
	Iteration 25Q: 3 clusters Score -303688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -303688.187500 Penalty: 3789.262451
	Iteration 26F: 3 clusters Score -303688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149461 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202064 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 279Q: 37 clusters Score -9.54885e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 65803 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149440 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202088 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 280F: 37 clusters Score -9.54885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10803 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 34248 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65803 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149416 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202120 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488464.000000 Penalty: 119653.656250
Iteration 281Q: 37 clusters Score -9.548846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10803 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 34245 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65806 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149385 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202153 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488456.000000 Penalty: 119653.656250
Iteration 282Q: 37 clusters Score -9.548846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 34244 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 65808 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46113 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149371 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202166 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488376.000000 Penalty: 119653.656250
Iteration 283Q: 37 clusters Score -9.548838e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10803 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 34244 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65808 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149338 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202201 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488368.000000 Penalty: 119653.656250
Iteration 284Q: 37 clusters Score -9.548837e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 10803 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 34241 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65808 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149325 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202223 members 
Mstep: Class 33 contains 43709 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488392.000000 Penalty: 119653.656250
Iteration 285Q: 37 clusters Score -9.548839e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7590 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 34239 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65809 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149313 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202243 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488480.000000 Penalty: 119653.656250
Iteration 286Q: 37 clusters Score -9.548848e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7588 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 34237 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65812 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149301 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202257 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488464.000000 Penalty: 119653.656250
Iteration 287Q: 37 clusters Score -9.548846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 34230 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65814 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149287 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202278 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 288Q: 37 clusters Score -9.54885e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 34227 members 
Mstep: Class 11 contains 9504 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65814 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149274 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202301 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488480.000000 Penalty: 119653.656250
Iteration 289Q: 37 clusters Score -9.548848e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 34223 members 
Mstep: Class 11 contains 9505 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65814 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149247 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202330 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488512.000000 Penalty: 119653.656250
Iteration 290Q: 37 clusters Score -9.548851e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65814 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149222 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202359 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488456.000000 Penalty: 119653.656250
Iteration 291Q: 37 clusters Score -9.548846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 34216 members 
Mstep: Class 11 contains 9505 members 
Mstep: Class 12 contains 14662 members 
Mstep: Class 13 contains 65815 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149200 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202383 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488504.000000 Penalty: 119653.656250
Iteration 292Q: 37 clusters Score -9.54885e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 34214 members 
Mstep: Class 11 contains 9504 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 65815 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149172 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202415 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488432.000000 Penalty: 119653.656250
Iteration 293Q: 37 clusters Score -9.548843e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 34211 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 65815 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149143 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202449 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488440.000000 Penalty: 119653.656250
Iteration 294Q: 37 clusters Score -9.548844e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15672 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7585 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 34204 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65818 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149109 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202489 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488384.000000 Penalty: 119653.656250
Iteration 295Q: 37 clusters Score -9.548838e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15672 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 34201 members 
Mstep: Class 11 contains 9503 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65821 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149075 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202526 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488360.000000 Penalty: 119653.656250
Iteration 296Q: 37 clusters Score -9.548836e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15673 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 34198 members 
Mstep: Class 11 contains 9503 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65823 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 149031 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202577 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488408.000000 Penalty: 119653.656250
Iteration 297Q: 37 clusters Score -9.548841e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15674 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7577 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3640 members 
Mstep: Class 10 contains 34195 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65824 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148987 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202624 members 
Mstep: Class 33 contains 43705 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488368.000000 Penalty: 119653.656250
Iteration 298Q: 37 clusters Score -9.548837e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 15674 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 34195 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65825 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148946 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202668 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488424.000000 Penalty: 119653.656250
Iteration 299Q: 37 clusters Score -9.548842e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 15674 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 34193 members 
Mstep: Class 11 contains 9501 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65829 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46115 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148923 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202694 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488408.000000 Penalty: 119653.656250
Iteration 300F: 37 clusters Score -9.548841e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15678 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 34193 members 
Mstep: Class 11 contains 9501 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 65829 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148895 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202720 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488480.000000 Penalty: 119653.656250
Iteration 301Q: 37 clusters Score -9.548848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15680 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 34193 members 
Mstep: Class 11 contains 9500 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65830 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148867 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 202748 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488448.000000 Penalty: 119653.656250
Iteration 302Q: 37 clusters Score -9.548845e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15681 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 34191 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 65835 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148849 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1528 members 
Mstep: Class 32 contains 202762 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488464.000000 Penalty: 119653.656250
Iteration 303Q: 37 clusters Score -9.548846e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15682 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6432 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 34188 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65836 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46117 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148832 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202780 members 
Mstep: Class 33 contains 43704 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 304Q: 37 clusters Score -9.54885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15685 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 34186 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148817 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202796 members 
Mstep: Class 33 contains 43702 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 305Q: 37 clusters Score -9.54885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15685 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7573 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 34186 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65840 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46120 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148792 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202815 members 
Mstep: Class 33 contains 43703 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488512.000000 Penalty: 119653.656250
Iteration 306Q: 37 clusters Score -9.548851e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15685 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7573 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 34185 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65844 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46120 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148770 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202833 members 
Mstep: Class 33 contains 43703 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488568.000000 Penalty: 119653.656250
Iteration 307Q: 37 clusters Score -9.548857e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15685 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 34183 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65852 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148743 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202863 members 
Mstep: Class 33 contains 43702 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488600.000000 Penalty: 119653.656250
Iteration 308Q: 37 clusters Score -9.54886e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15685 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34183 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65859 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148710 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202897 members 
Mstep: Class 33 contains 43701 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488528.000000 Penalty: 119653.656250
Iteration 309Q: 37 clusters Score -9.548853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34182 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65863 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46120 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148682 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202925 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488520.000000 Penalty: 119653.656250
Iteration 310Q: 37 clusters Score -9.548852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34180 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65865 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46120 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148655 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202952 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488456.000000 Penalty: 119653.656250
Iteration 311Q: 37 clusters Score -9.548846e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34179 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65867 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148644 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202962 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 312Q: 37 clusters Score -9.54885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34178 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65867 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148627 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202981 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488504.000000 Penalty: 119653.656250
Iteration 313Q: 37 clusters Score -9.54885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34176 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65868 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148612 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 202997 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488536.000000 Penalty: 119653.656250
Iteration 314Q: 37 clusters Score -9.548854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34175 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65869 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148592 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203018 members 
Mstep: Class 33 contains 43700 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 315Q: 37 clusters Score -9.54885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 34174 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65870 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148573 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203036 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488520.000000 Penalty: 119653.656250
Iteration 316Q: 37 clusters Score -9.548852e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 34173 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65870 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46117 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148551 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203062 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 317Q: 37 clusters Score -9.54885e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 34173 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65870 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148520 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203097 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488520.000000 Penalty: 119653.656250
Iteration 318Q: 37 clusters Score -9.548852e+07 nChanged 43
Entering ConstructFrom: 
Score: -95488520.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -674634.687500 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -674634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -670244.812500 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -670244.8 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -671385.687500 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -671385.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -671613.750000 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -671613.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -671758.750000 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -671758.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -671850.625000 Penalty: 4202.105469
	Iteration 4Q: 3 clusters Score -671850.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -671930.000000 Penalty: 4202.105469
	Iteration 5Q: 3 clusters Score -671930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -671987.562500 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -671987.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -672040.500000 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -672040.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -672082.875000 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -672082.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -672128.625000 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -672128.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -672184.437500 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -672184.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -672237.250000 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -672237.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -672303.125000 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -672303.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -672373.312500 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -672373.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -672441.375000 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -672441.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -672512.500000 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -672512.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -672568.625000 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -672568.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -672632.312500 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -672632.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -672703.937500 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -672703.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -672781.375000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -672781.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -672843.937500 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -672843.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -672888.000000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -672888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -672919.062500 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -672919.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -672950.437500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -672950.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -672974.500000 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -672974.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -672989.812500 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -672989.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -673002.937500 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -673002.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -673012.937500 Penalty: 4202.105469
	Iteration 27Q: 3 clusters Score -673012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -673025.187500 Penalty: 4202.105469
	Iteration 28Q: 3 clusters Score -673025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -673032.875000 Penalty: 4202.105469
	Iteration 29Q: 3 clusters Score -673032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -673038.562500 Penalty: 4202.105469
	Iteration 30Q: 3 clusters Score -673038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -673042.437500 Penalty: 4202.105469
	Iteration 31Q: 3 clusters Score -673042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -673049.125000 Penalty: 4202.105469
	Iteration 32Q: 3 clusters Score -673049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -673053.187500 Penalty: 4202.105469
	Iteration 33Q: 3 clusters Score -673053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -673057.937500 Penalty: 4202.105469
	Iteration 34Q: 3 clusters Score -673057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -673059.625000 Penalty: 4202.105469
	Iteration 35Q: 3 clusters Score -673059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -673062.687500 Penalty: 4202.105469
	Iteration 36Q: 3 clusters Score -673062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -673062.687500 Penalty: 4202.105469
	Iteration 37Q: 3 clusters Score -673062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -673062.687500 Penalty: 4202.105469
	Iteration 38F: 3 clusters Score -673062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -2295780.750000 Penalty: 2395.825684
	Iteration 0F: 2 clusters Score -2295781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2284464.250000 Penalty: 4791.651367
	Iteration 0F: 3 clusters Score -2284464 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2288107.250000 Penalty: 4791.651367
	Iteration 1F: 3 clusters Score -2288107 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2288545.250000 Penalty: 4791.651367
	Iteration 2F: 3 clusters Score -2288545 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2288991.750000 Penalty: 4791.651367
	Iteration 3F: 3 clusters Score -2288992 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2289438.750000 Penalty: 4791.651367
	Iteration 4F: 3 clusters Score -2289439 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2289874.500000 Penalty: 4791.651367
	Iteration 5F: 3 clusters Score -2289874 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2290353.250000 Penalty: 4791.651367
	Iteration 6F: 3 clusters Score -2290353 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2290866.000000 Penalty: 4791.651367
	Iteration 7Q: 3 clusters Score -2290866 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2291474.750000 Penalty: 4791.651367
	Iteration 8F: 3 clusters Score -2291475 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2292079.500000 Penalty: 4791.651367
	Iteration 9Q: 3 clusters Score -2292080 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2292598.000000 Penalty: 4791.651367
	Iteration 10Q: 3 clusters Score -2292598 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2292985.500000 Penalty: 4791.651367
	Iteration 11Q: 3 clusters Score -2292986 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2293240.750000 Penalty: 4791.651367
	Iteration 12Q: 3 clusters Score -2293241 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2293409.500000 Penalty: 4791.651367
	Iteration 13Q: 3 clusters Score -2293410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2293550.750000 Penalty: 4791.651367
	Iteration 14Q: 3 clusters Score -2293551 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2293686.500000 Penalty: 4791.651367
	Iteration 15Q: 3 clusters Score -2293686 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2293824.750000 Penalty: 4791.651367
	Iteration 16Q: 3 clusters Score -2293825 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2293962.250000 Penalty: 4791.651367
	Iteration 17Q: 3 clusters Score -2293962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2294096.750000 Penalty: 4791.651367
	Iteration 18Q: 3 clusters Score -2294097 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2294245.750000 Penalty: 4791.651367
	Iteration 19Q: 3 clusters Score -2294246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2294352.500000 Penalty: 4791.651367
	Iteration 20F: 3 clusters Score -2294352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2294403.500000 Penalty: 4791.651367
	Iteration 21Q: 3 clusters Score -2294404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2294437.000000 Penalty: 4791.651367
	Iteration 22Q: 3 clusters Score -2294437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2294461.250000 Penalty: 4791.651367
	Iteration 23Q: 3 clusters Score -2294461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2294477.250000 Penalty: 4791.651367
	Iteration 24Q: 3 clusters Score -2294477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2294485.500000 Penalty: 4791.651367
	Iteration 25Q: 3 clusters Score -2294486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2294489.500000 Penalty: 4791.651367
	Iteration 26Q: 3 clusters Score -2294490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2294500.000000 Penalty: 4791.651367
	Iteration 27Q: 3 clusters Score -2294500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2294502.750000 Penalty: 4791.651367
	Iteration 28Q: 3 clusters Score -2294503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2294499.750000 Penalty: 4791.651367
	Iteration 29Q: 3 clusters Score -2294500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2294501.500000 Penalty: 4791.651367
	Iteration 30Q: 3 clusters Score -2294502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2294498.250000 Penalty: 4791.651367
	Iteration 31Q: 3 clusters Score -2294498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2294502.500000 Penalty: 4791.651367
	Iteration 32Q: 3 clusters Score -2294502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2294502.500000 Penalty: 4791.651367
	Iteration 33F: 3 clusters Score -2294502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -532448.187500 Penalty: 2036.380371
	Iteration 0F: 2 clusters Score -532448.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -528766.000000 Penalty: 4072.760742
	Iteration 0F: 3 clusters Score -528766 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -529659.937500 Penalty: 4072.760742
	Iteration 1F: 3 clusters Score -529659.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -529982.875000 Penalty: 4072.760742
	Iteration 2F: 3 clusters Score -529982.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -530211.812500 Penalty: 4072.760742
	Iteration 3F: 3 clusters Score -530211.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -530365.375000 Penalty: 4072.760742
	Iteration 4F: 3 clusters Score -530365.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -530486.250000 Penalty: 4072.760742
	Iteration 5Q: 3 clusters Score -530486.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -530583.687500 Penalty: 4072.760742
	Iteration 6Q: 3 clusters Score -530583.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -530657.375000 Penalty: 4072.760742
	Iteration 7Q: 3 clusters Score -530657.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -530735.937500 Penalty: 4072.760742
	Iteration 8Q: 3 clusters Score -530735.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -530793.312500 Penalty: 4072.760742
	Iteration 9Q: 3 clusters Score -530793.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -530831.562500 Penalty: 4072.760742
	Iteration 10Q: 3 clusters Score -530831.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -530858.375000 Penalty: 4072.760742
	Iteration 11Q: 3 clusters Score -530858.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -530874.312500 Penalty: 4072.760742
	Iteration 12Q: 3 clusters Score -530874.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -530886.937500 Penalty: 4072.760742
	Iteration 13Q: 3 clusters Score -530886.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -530897.062500 Penalty: 4072.760742
	Iteration 14Q: 3 clusters Score -530897.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -530906.562500 Penalty: 4072.760742
	Iteration 15Q: 3 clusters Score -530906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -530913.187500 Penalty: 4072.760742
	Iteration 16Q: 3 clusters Score -530913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -530921.312500 Penalty: 4072.760742
	Iteration 17Q: 3 clusters Score -530921.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -530926.375000 Penalty: 4072.760742
	Iteration 18Q: 3 clusters Score -530926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -530931.062500 Penalty: 4072.760742
	Iteration 19Q: 3 clusters Score -530931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -530934.937500 Penalty: 4072.760742
	Iteration 20F: 3 clusters Score -530934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -530939.937500 Penalty: 4072.760742
	Iteration 21Q: 3 clusters Score -530939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -530945.500000 Penalty: 4072.760742
	Iteration 22Q: 3 clusters Score -530945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -530948.875000 Penalty: 4072.760742
	Iteration 23Q: 3 clusters Score -530948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -530952.812500 Penalty: 4072.760742
	Iteration 24Q: 3 clusters Score -530952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -530956.250000 Penalty: 4072.760742
	Iteration 25Q: 3 clusters Score -530956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -530957.750000 Penalty: 4072.760742
	Iteration 26Q: 3 clusters Score -530957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -530958.500000 Penalty: 4072.760742
	Iteration 27Q: 3 clusters Score -530958.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -530958.500000 Penalty: 4072.760742
	Iteration 28F: 3 clusters Score -530958.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100384.851562 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100384.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100750.992188 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100969.835938 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -100969.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101201.992188 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -101202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101401.976562 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -101402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101586.117188 Penalty: 3324.172363
	Iteration 5F: 3 clusters Score -101586.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101797.835938 Penalty: 3324.172363
	Iteration 6F: 3 clusters Score -101797.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101881.250000 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -101881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101905.390625 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -101905.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101928.437500 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -101928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101945.859375 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -101945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101952.539062 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -101952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101955.500000 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -101955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101955.500000 Penalty: 3324.172363
	Iteration 13F: 3 clusters Score -101955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Entering Unmasked Estep 
Score: -1114938.875000 Penalty: 2214.959473
	Iteration 0F: 2 clusters Score -1114939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1108886.750000 Penalty: 4429.918945
	Iteration 0F: 3 clusters Score -1108887 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1110547.750000 Penalty: 4429.918945
	Iteration 1F: 3 clusters Score -1110548 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1110791.500000 Penalty: 4429.918945
	Iteration 2F: 3 clusters Score -1110792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1110941.125000 Penalty: 4429.918945
	Iteration 3Q: 3 clusters Score -1110941 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1111035.500000 Penalty: 4429.918945
	Iteration 4Q: 3 clusters Score -1111036 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1111101.250000 Penalty: 4429.918945
	Iteration 5Q: 3 clusters Score -1111101 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1111148.750000 Penalty: 4429.918945
	Iteration 6Q: 3 clusters Score -1111149 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1111189.125000 Penalty: 4429.918945
	Iteration 7Q: 3 clusters Score -1111189 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1111231.250000 Penalty: 4429.918945
	Iteration 8Q: 3 clusters Score -1111231 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1111266.375000 Penalty: 4429.918945
	Iteration 9Q: 3 clusters Score -1111266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1111313.625000 Penalty: 4429.918945
	Iteration 10Q: 3 clusters Score -1111314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1111348.000000 Penalty: 4429.918945
	Iteration 11Q: 3 clusters Score -1111348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1111391.375000 Penalty: 4429.918945
	Iteration 12Q: 3 clusters Score -1111391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1111421.875000 Penalty: 4429.918945
	Iteration 13Q: 3 clusters Score -1111422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1111447.000000 Penalty: 4429.918945
	Iteration 14Q: 3 clusters Score -1111447 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1111481.375000 Penalty: 4429.918945
	Iteration 15Q: 3 clusters Score -1111481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1111507.250000 Penalty: 4429.918945
	Iteration 16Q: 3 clusters Score -1111507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1111532.500000 Penalty: 4429.918945
	Iteration 17Q: 3 clusters Score -1111532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1111559.125000 Penalty: 4429.918945
	Iteration 18Q: 3 clusters Score -1111559 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1111600.625000 Penalty: 4429.918945
	Iteration 19Q: 3 clusters Score -1111601 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1111640.625000 Penalty: 4429.918945
	Iteration 20F: 3 clusters Score -1111641 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1111690.125000 Penalty: 4429.918945
	Iteration 21Q: 3 clusters Score -1111690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1111732.000000 Penalty: 4429.918945
	Iteration 22Q: 3 clusters Score -1111732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1111783.625000 Penalty: 4429.918945
	Iteration 23Q: 3 clusters Score -1111784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1111851.000000 Penalty: 4429.918945
	Iteration 24Q: 3 clusters Score -1111851 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1111934.375000 Penalty: 4429.918945
	Iteration 25Q: 3 clusters Score -1111934 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1112027.500000 Penalty: 4429.918945
	Iteration 26Q: 3 clusters Score -1112028 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1112137.250000 Penalty: 4429.918945
	Iteration 27Q: 3 clusters Score -1112137 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1112232.125000 Penalty: 4429.918945
	Iteration 28Q: 3 clusters Score -1112232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1112304.875000 Penalty: 4429.918945
	Iteration 29Q: 3 clusters Score -1112305 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1112371.750000 Penalty: 4429.918945
	Iteration 30Q: 3 clusters Score -1112372 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1112434.875000 Penalty: 4429.918945
	Iteration 31Q: 3 clusters Score -1112435 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1112493.125000 Penalty: 4429.918945
	Iteration 32Q: 3 clusters Score -1112493 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1112541.625000 Penalty: 4429.918945
	Iteration 33Q: 3 clusters Score -1112542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1112576.250000 Penalty: 4429.918945
	Iteration 34Q: 3 clusters Score -1112576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1112607.250000 Penalty: 4429.918945
	Iteration 35Q: 3 clusters Score -1112607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1112635.125000 Penalty: 4429.918945
	Iteration 36Q: 3 clusters Score -1112635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1112660.250000 Penalty: 4429.918945
	Iteration 37Q: 3 clusters Score -1112660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1112689.500000 Penalty: 4429.918945
	Iteration 38Q: 3 clusters Score -1112690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1112707.375000 Penalty: 4429.918945
	Iteration 39Q: 3 clusters Score -1112707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1112733.750000 Penalty: 4429.918945
	Iteration 40F: 3 clusters Score -1112734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1112757.375000 Penalty: 4429.918945
	Iteration 41Q: 3 clusters Score -1112757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1112777.625000 Penalty: 4429.918945
	Iteration 42Q: 3 clusters Score -1112778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1112797.125000 Penalty: 4429.918945
	Iteration 43Q: 3 clusters Score -1112797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1112814.625000 Penalty: 4429.918945
	Iteration 44Q: 3 clusters Score -1112815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1112831.750000 Penalty: 4429.918945
	Iteration 45Q: 3 clusters Score -1112832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1112854.375000 Penalty: 4429.918945
	Iteration 46Q: 3 clusters Score -1112854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1112879.125000 Penalty: 4429.918945
	Iteration 47Q: 3 clusters Score -1112879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1112904.375000 Penalty: 4429.918945
	Iteration 48Q: 3 clusters Score -1112904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1112930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1112942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1112963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1112970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1112986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1112997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1113007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1113019.500000 Penalty: 4429.918945
	Iteration 56Q: 3 clusters Score -1113020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1113024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1113034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1113037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1113042.125000 Penalty: 4429.918945
	Iteration 60F: 3 clusters Score -1113042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1113046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1113052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1113057.750000 Penalty: 4429.918945
	Iteration 63Q: 3 clusters Score -1113058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1113060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1113070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1113077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1113088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1113095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1113100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1113103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1113114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1113116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1113126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1113132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1113134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1113143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1113142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1113148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1113152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1113152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1113157.875000 Penalty: 4429.918945
	Iteration 81Q: 3 clusters Score -1113158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1113160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1113164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1113168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1113170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1113172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1113178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1113180.875000 Penalty: 4429.918945
	Iteration 88Q: 3 clusters Score -1113181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1113189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1113195.750000 Penalty: 4429.918945
	Iteration 90Q: 3 clusters Score -1113196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1113200.500000 Penalty: 4429.918945
	Iteration 91Q: 3 clusters Score -1113200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1113205.500000 Penalty: 4429.918945
	Iteration 92Q: 3 clusters Score -1113206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1113215.250000 Penalty: 4429.918945
	Iteration 93Q: 3 clusters Score -1113215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1113222.625000 Penalty: 4429.918945
	Iteration 94Q: 3 clusters Score -1113223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1113231.625000 Penalty: 4429.918945
	Iteration 95Q: 3 clusters Score -1113232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1113238.875000 Penalty: 4429.918945
	Iteration 96Q: 3 clusters Score -1113239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1113241.875000 Penalty: 4429.918945
	Iteration 97Q: 3 clusters Score -1113242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1113243.000000 Penalty: 4429.918945
	Iteration 98Q: 3 clusters Score -1113243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1113251.625000 Penalty: 4429.918945
	Iteration 99Q: 3 clusters Score -1113252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1113256.500000 Penalty: 4429.918945
	Iteration 100F: 3 clusters Score -1113256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1113262.000000 Penalty: 4429.918945
	Iteration 101Q: 3 clusters Score -1113262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1113264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1113266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1113268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1113272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1113273.750000 Penalty: 4429.918945
	Iteration 106Q: 3 clusters Score -1113274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1113274.250000 Penalty: 4429.918945
	Iteration 107Q: 3 clusters Score -1113274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1113277.125000 Penalty: 4429.918945
	Iteration 108Q: 3 clusters Score -1113277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1113280.500000 Penalty: 4429.918945
	Iteration 109Q: 3 clusters Score -1113280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1113282.375000 Penalty: 4429.918945
	Iteration 110Q: 3 clusters Score -1113282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1113286.000000 Penalty: 4429.918945
	Iteration 111Q: 3 clusters Score -1113286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1113287.125000 Penalty: 4429.918945
	Iteration 112Q: 3 clusters Score -1113287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1113286.875000 Penalty: 4429.918945
	Iteration 113Q: 3 clusters Score -1113287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1113291.375000 Penalty: 4429.918945
	Iteration 114Q: 3 clusters Score -1113291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1113296.500000 Penalty: 4429.918945
	Iteration 115Q: 3 clusters Score -1113296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1113299.750000 Penalty: 4429.918945
	Iteration 116Q: 3 clusters Score -1113300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1113305.375000 Penalty: 4429.918945
	Iteration 117Q: 3 clusters Score -1113305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1113307.875000 Penalty: 4429.918945
	Iteration 118Q: 3 clusters Score -1113308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1113310.375000 Penalty: 4429.918945
	Iteration 119Q: 3 clusters Score -1113310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1113314.000000 Penalty: 4429.918945
	Iteration 120F: 3 clusters Score -1113314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1113314.500000 Penalty: 4429.918945
	Iteration 121Q: 3 clusters Score -1113314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1113316.750000 Penalty: 4429.918945
	Iteration 122Q: 3 clusters Score -1113317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1113318.250000 Penalty: 4429.918945
	Iteration 123Q: 3 clusters Score -1113318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1113318.000000 Penalty: 4429.918945
	Iteration 124Q: 3 clusters Score -1113318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1113318.750000 Penalty: 4429.918945
	Iteration 125Q: 3 clusters Score -1113319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1113321.625000 Penalty: 4429.918945
	Iteration 126Q: 3 clusters Score -1113322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1113325.875000 Penalty: 4429.918945
	Iteration 127Q: 3 clusters Score -1113326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1113331.750000 Penalty: 4429.918945
	Iteration 128Q: 3 clusters Score -1113332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1113335.750000 Penalty: 4429.918945
	Iteration 129Q: 3 clusters Score -1113336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1113342.250000 Penalty: 4429.918945
	Iteration 130Q: 3 clusters Score -1113342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1113346.375000 Penalty: 4429.918945
	Iteration 131Q: 3 clusters Score -1113346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1113349.750000 Penalty: 4429.918945
	Iteration 132Q: 3 clusters Score -1113350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1113355.875000 Penalty: 4429.918945
	Iteration 133Q: 3 clusters Score -1113356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1113361.750000 Penalty: 4429.918945
	Iteration 134Q: 3 clusters Score -1113362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1113368.125000 Penalty: 4429.918945
	Iteration 135Q: 3 clusters Score -1113368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1113371.625000 Penalty: 4429.918945
	Iteration 136Q: 3 clusters Score -1113372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1113376.125000 Penalty: 4429.918945
	Iteration 137Q: 3 clusters Score -1113376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1113380.625000 Penalty: 4429.918945
	Iteration 138Q: 3 clusters Score -1113381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1113381.625000 Penalty: 4429.918945
	Iteration 139Q: 3 clusters Score -1113382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1113381.625000 Penalty: 4429.918945
	Iteration 140F: 3 clusters Score -1113382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1113383.625000 Penalty: 4429.918945
	Iteration 141Q: 3 clusters Score -1113384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1113384.000000 Penalty: 4429.918945
	Iteration 142Q: 3 clusters Score -1113384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1113386.250000 Penalty: 4429.918945
	Iteration 143Q: 3 clusters Score -1113386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1113386.000000 Penalty: 4429.918945
	Iteration 144Q: 3 clusters Score -1113386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1113387.125000 Penalty: 4429.918945
	Iteration 145Q: 3 clusters Score -1113387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1113390.250000 Penalty: 4429.918945
	Iteration 146Q: 3 clusters Score -1113390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1113392.750000 Penalty: 4429.918945
	Iteration 147Q: 3 clusters Score -1113393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1113394.125000 Penalty: 4429.918945
	Iteration 148Q: 3 clusters Score -1113394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1113394.125000 Penalty: 4429.918945
	Iteration 149F: 3 clusters Score -1113394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Entering Unmasked Estep 
Score: -1554648.500000 Penalty: 2303.434326
	Iteration 0F: 2 clusters Score -1554648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1546524.875000 Penalty: 4606.868652
	Iteration 0F: 3 clusters Score -1546525 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1549130.375000 Penalty: 4606.868652
	Iteration 1F: 3 clusters Score -1549130 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1549574.000000 Penalty: 4606.868652
	Iteration 2F: 3 clusters Score -1549574 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1549932.000000 Penalty: 4606.868652
	Iteration 3F: 3 clusters Score -1549932 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1550211.375000 Penalty: 4606.868652
	Iteration 4Q: 3 clusters Score -1550211 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1550429.625000 Penalty: 4606.868652
	Iteration 5Q: 3 clusters Score -1550430 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1550638.875000 Penalty: 4606.868652
	Iteration 6Q: 3 clusters Score -1550639 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1550844.375000 Penalty: 4606.868652
	Iteration 7Q: 3 clusters Score -1550844 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1551082.250000 Penalty: 4606.868652
	Iteration 8Q: 3 clusters Score -1551082 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1551327.250000 Penalty: 4606.868652
	Iteration 9Q: 3 clusters Score -1551327 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1551548.250000 Penalty: 4606.868652
	Iteration 10Q: 3 clusters Score -1551548 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1551740.500000 Penalty: 4606.868652
	Iteration 11Q: 3 clusters Score -1551740 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1551897.125000 Penalty: 4606.868652
	Iteration 12Q: 3 clusters Score -1551897 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1552020.375000 Penalty: 4606.868652
	Iteration 13Q: 3 clusters Score -1552020 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1552125.875000 Penalty: 4606.868652
	Iteration 14Q: 3 clusters Score -1552126 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1552226.750000 Penalty: 4606.868652
	Iteration 15Q: 3 clusters Score -1552227 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1552307.625000 Penalty: 4606.868652
	Iteration 16Q: 3 clusters Score -1552308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1552375.875000 Penalty: 4606.868652
	Iteration 17Q: 3 clusters Score -1552376 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1552431.500000 Penalty: 4606.868652
	Iteration 18Q: 3 clusters Score -1552432 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1552481.750000 Penalty: 4606.868652
	Iteration 19Q: 3 clusters Score -1552482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1552518.625000 Penalty: 4606.868652
	Iteration 20F: 3 clusters Score -1552519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1552539.875000 Penalty: 4606.868652
	Iteration 21Q: 3 clusters Score -1552540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1552575.625000 Penalty: 4606.868652
	Iteration 22Q: 3 clusters Score -1552576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1552594.125000 Penalty: 4606.868652
	Iteration 23Q: 3 clusters Score -1552594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1552608.625000 Penalty: 4606.868652
	Iteration 24Q: 3 clusters Score -1552609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1552623.750000 Penalty: 4606.868652
	Iteration 25Q: 3 clusters Score -1552624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1552632.125000 Penalty: 4606.868652
	Iteration 26Q: 3 clusters Score -1552632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1552646.500000 Penalty: 4606.868652
	Iteration 27Q: 3 clusters Score -1552646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1552665.750000 Penalty: 4606.868652
	Iteration 28Q: 3 clusters Score -1552666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1552672.250000 Penalty: 4606.868652
	Iteration 29Q: 3 clusters Score -1552672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1552684.375000 Penalty: 4606.868652
	Iteration 30Q: 3 clusters Score -1552684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1552696.375000 Penalty: 4606.868652
	Iteration 31Q: 3 clusters Score -1552696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1552705.000000 Penalty: 4606.868652
	Iteration 32Q: 3 clusters Score -1552705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1552719.375000 Penalty: 4606.868652
	Iteration 33Q: 3 clusters Score -1552719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1552727.375000 Penalty: 4606.868652
	Iteration 34Q: 3 clusters Score -1552727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1552736.875000 Penalty: 4606.868652
	Iteration 35Q: 3 clusters Score -1552737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1552745.000000 Penalty: 4606.868652
	Iteration 36Q: 3 clusters Score -1552745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1552755.375000 Penalty: 4606.868652
	Iteration 37Q: 3 clusters Score -1552755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1552760.500000 Penalty: 4606.868652
	Iteration 38Q: 3 clusters Score -1552760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1552766.375000 Penalty: 4606.868652
	Iteration 39Q: 3 clusters Score -1552766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1552769.500000 Penalty: 4606.868652
	Iteration 40F: 3 clusters Score -1552770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1552775.875000 Penalty: 4606.868652
	Iteration 41Q: 3 clusters Score -1552776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1552789.375000 Penalty: 4606.868652
	Iteration 42Q: 3 clusters Score -1552789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1552793.750000 Penalty: 4606.868652
	Iteration 43Q: 3 clusters Score -1552794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1552796.250000 Penalty: 4606.868652
	Iteration 44Q: 3 clusters Score -1552796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1552799.625000 Penalty: 4606.868652
	Iteration 45Q: 3 clusters Score -1552800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1552798.375000 Penalty: 4606.868652
	Iteration 46Q: 3 clusters Score -1552798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1552802.750000 Penalty: 4606.868652
	Iteration 47Q: 3 clusters Score -1552803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1552802.500000 Penalty: 4606.868652
	Iteration 48Q: 3 clusters Score -1552802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1552806.875000 Penalty: 4606.868652
	Iteration 49Q: 3 clusters Score -1552807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1552809.625000 Penalty: 4606.868652
	Iteration 50Q: 3 clusters Score -1552810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1552810.375000 Penalty: 4606.868652
	Iteration 51Q: 3 clusters Score -1552810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1552813.625000 Penalty: 4606.868652
	Iteration 52Q: 3 clusters Score -1552814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1552821.250000 Penalty: 4606.868652
	Iteration 53Q: 3 clusters Score -1552821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1552820.750000 Penalty: 4606.868652
	Iteration 54Q: 3 clusters Score -1552821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1552827.125000 Penalty: 4606.868652
	Iteration 55Q: 3 clusters Score -1552827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1552826.875000 Penalty: 4606.868652
	Iteration 56Q: 3 clusters Score -1552827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1552826.625000 Penalty: 4606.868652
	Iteration 57Q: 3 clusters Score -1552827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1552830.500000 Penalty: 4606.868652
	Iteration 58Q: 3 clusters Score -1552830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1552835.625000 Penalty: 4606.868652
	Iteration 59Q: 3 clusters Score -1552836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1552835.875000 Penalty: 4606.868652
	Iteration 60F: 3 clusters Score -1552836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1552837.875000 Penalty: 4606.868652
	Iteration 61Q: 3 clusters Score -1552838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1552838.000000 Penalty: 4606.868652
	Iteration 62Q: 3 clusters Score -1552838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1552842.125000 Penalty: 4606.868652
	Iteration 63Q: 3 clusters Score -1552842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1552842.875000 Penalty: 4606.868652
	Iteration 64Q: 3 clusters Score -1552843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1552843.750000 Penalty: 4606.868652
	Iteration 65Q: 3 clusters Score -1552844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1552847.875000 Penalty: 4606.868652
	Iteration 66Q: 3 clusters Score -1552848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1552848.625000 Penalty: 4606.868652
	Iteration 67Q: 3 clusters Score -1552849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1552849.250000 Penalty: 4606.868652
	Iteration 68Q: 3 clusters Score -1552849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1552849.625000 Penalty: 4606.868652
	Iteration 69Q: 3 clusters Score -1552850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1552851.750000 Penalty: 4606.868652
	Iteration 70Q: 3 clusters Score -1552852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1552852.125000 Penalty: 4606.868652
	Iteration 71Q: 3 clusters Score -1552852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1552852.500000 Penalty: 4606.868652
	Iteration 72Q: 3 clusters Score -1552852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1552854.750000 Penalty: 4606.868652
	Iteration 73Q: 3 clusters Score -1552855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1552856.250000 Penalty: 4606.868652
	Iteration 74Q: 3 clusters Score -1552856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1552854.375000 Penalty: 4606.868652
	Iteration 75Q: 3 clusters Score -1552854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1552854.750000 Penalty: 4606.868652
	Iteration 76Q: 3 clusters Score -1552855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1552856.250000 Penalty: 4606.868652
	Iteration 77Q: 3 clusters Score -1552856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1552855.125000 Penalty: 4606.868652
	Iteration 78Q: 3 clusters Score -1552855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1552857.375000 Penalty: 4606.868652
	Iteration 79Q: 3 clusters Score -1552857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1552862.500000 Penalty: 4606.868652
	Iteration 80F: 3 clusters Score -1552862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1552866.250000 Penalty: 4606.868652
	Iteration 81Q: 3 clusters Score -1552866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1552867.875000 Penalty: 4606.868652
	Iteration 82Q: 3 clusters Score -1552868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1552867.625000 Penalty: 4606.868652
	Iteration 83Q: 3 clusters Score -1552868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1552870.750000 Penalty: 4606.868652
	Iteration 84Q: 3 clusters Score -1552871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1552868.750000 Penalty: 4606.868652
	Iteration 85Q: 3 clusters Score -1552869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1552870.375000 Penalty: 4606.868652
	Iteration 86Q: 3 clusters Score -1552870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1552871.125000 Penalty: 4606.868652
	Iteration 87Q: 3 clusters Score -1552871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1552873.625000 Penalty: 4606.868652
	Iteration 88Q: 3 clusters Score -1552874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1552873.000000 Penalty: 4606.868652
	Iteration 89Q: 3 clusters Score -1552873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1552871.750000 Penalty: 4606.868652
	Iteration 90Q: 3 clusters Score -1552872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1552873.375000 Penalty: 4606.868652
	Iteration 91Q: 3 clusters Score -1552873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1552872.875000 Penalty: 4606.868652
	Iteration 92Q: 3 clusters Score -1552873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1552874.250000 Penalty: 4606.868652
	Iteration 93Q: 3 clusters Score -1552874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1552875.000000 Penalty: 4606.868652
	Iteration 94Q: 3 clusters Score -1552875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1552874.750000 Penalty: 4606.868652
	Iteration 95Q: 3 clusters Score -1552875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1552873.500000 Penalty: 4606.868652
	Iteration 96Q: 3 clusters Score -1552874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1552873.875000 Penalty: 4606.868652
	Iteration 97Q: 3 clusters Score -1552874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1552874.875000 Penalty: 4606.868652
	Iteration 98Q: 3 clusters Score -1552875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1552878.250000 Penalty: 4606.868652
	Iteration 99Q: 3 clusters Score -1552878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1552879.625000 Penalty: 4606.868652
	Iteration 100F: 3 clusters Score -1552880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1552879.625000 Penalty: 4606.868652
	Iteration 101Q: 3 clusters Score -1552880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1552879.625000 Penalty: 4606.868652
	Iteration 102F: 3 clusters Score -1552880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -889957.937500 Penalty: 2174.567627
	Iteration 0F: 2 clusters Score -889957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -884606.187500 Penalty: 4349.135254
	Iteration 0F: 3 clusters Score -884606.2 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -886032.875000 Penalty: 4349.135254
	Iteration 1F: 3 clusters Score -886032.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -886395.562500 Penalty: 4349.135254
	Iteration 2F: 3 clusters Score -886395.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -886714.125000 Penalty: 4349.135254
	Iteration 3F: 3 clusters Score -886714.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -887012.812500 Penalty: 4349.135254
	Iteration 4F: 3 clusters Score -887012.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -887258.687500 Penalty: 4349.135254
	Iteration 5F: 3 clusters Score -887258.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -887465.125000 Penalty: 4349.135254
	Iteration 6Q: 3 clusters Score -887465.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -887631.250000 Penalty: 4349.135254
	Iteration 7Q: 3 clusters Score -887631.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -887756.437500 Penalty: 4349.135254
	Iteration 8Q: 3 clusters Score -887756.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -887870.625000 Penalty: 4349.135254
	Iteration 9Q: 3 clusters Score -887870.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -887982.187500 Penalty: 4349.135254
	Iteration 10Q: 3 clusters Score -887982.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -888080.562500 Penalty: 4349.135254
	Iteration 11Q: 3 clusters Score -888080.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -888188.187500 Penalty: 4349.135254
	Iteration 12Q: 3 clusters Score -888188.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -888295.687500 Penalty: 4349.135254
	Iteration 13Q: 3 clusters Score -888295.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -888377.312500 Penalty: 4349.135254
	Iteration 14Q: 3 clusters Score -888377.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -888468.187500 Penalty: 4349.135254
	Iteration 15Q: 3 clusters Score -888468.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -888550.812500 Penalty: 4349.135254
	Iteration 16Q: 3 clusters Score -888550.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -888617.000000 Penalty: 4349.135254
	Iteration 17Q: 3 clusters Score -888617 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -888658.000000 Penalty: 4349.135254
	Iteration 18Q: 3 clusters Score -888658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -888678.000000 Penalty: 4349.135254
	Iteration 19Q: 3 clusters Score -888678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -888691.625000 Penalty: 4349.135254
	Iteration 20F: 3 clusters Score -888691.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -888698.187500 Penalty: 4349.135254
	Iteration 21Q: 3 clusters Score -888698.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -888710.250000 Penalty: 4349.135254
	Iteration 22Q: 3 clusters Score -888710.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -888720.875000 Penalty: 4349.135254
	Iteration 23Q: 3 clusters Score -888720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -888728.625000 Penalty: 4349.135254
	Iteration 24Q: 3 clusters Score -888728.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -888735.437500 Penalty: 4349.135254
	Iteration 25Q: 3 clusters Score -888735.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -888739.687500 Penalty: 4349.135254
	Iteration 26Q: 3 clusters Score -888739.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -888747.437500 Penalty: 4349.135254
	Iteration 27Q: 3 clusters Score -888747.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -888752.875000 Penalty: 4349.135254
	Iteration 28Q: 3 clusters Score -888752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -888755.625000 Penalty: 4349.135254
	Iteration 29Q: 3 clusters Score -888755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -888757.187500 Penalty: 4349.135254
	Iteration 30Q: 3 clusters Score -888757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -888759.875000 Penalty: 4349.135254
	Iteration 31Q: 3 clusters Score -888759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -888761.437500 Penalty: 4349.135254
	Iteration 32Q: 3 clusters Score -888761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -888764.937500 Penalty: 4349.135254
	Iteration 33Q: 3 clusters Score -888764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -888770.750000 Penalty: 4349.135254
	Iteration 34Q: 3 clusters Score -888770.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -888779.812500 Penalty: 4349.135254
	Iteration 35Q: 3 clusters Score -888779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -888785.812500 Penalty: 4349.135254
	Iteration 36Q: 3 clusters Score -888785.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -888788.000000 Penalty: 4349.135254
	Iteration 37Q: 3 clusters Score -888788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -888790.875000 Penalty: 4349.135254
	Iteration 38Q: 3 clusters Score -888790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -888793.625000 Penalty: 4349.135254
	Iteration 39Q: 3 clusters Score -888793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -888793.000000 Penalty: 4349.135254
	Iteration 40F: 3 clusters Score -888793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -888794.187500 Penalty: 4349.135254
	Iteration 41Q: 3 clusters Score -888794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -888794.187500 Penalty: 4349.135254
	Iteration 42F: 3 clusters Score -888794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -412514.937500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -412514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -409291.968750 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -409292 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -409983.281250 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -409983.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -410170.031250 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -410170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -410282.625000 Penalty: 3946.412354
	Iteration 3Q: 3 clusters Score -410282.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -410362.437500 Penalty: 3946.412354
	Iteration 4Q: 3 clusters Score -410362.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -410429.625000 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -410429.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -410491.093750 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -410491.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -410549.343750 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -410549.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -410588.312500 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -410588.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -410617.625000 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -410617.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -410638.406250 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -410638.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -410654.562500 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -410654.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -410671.000000 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -410671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -410684.312500 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -410684.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -410694.531250 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -410694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -410700.906250 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -410700.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -410708.125000 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -410708.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -410714.437500 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -410714.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -410722.000000 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -410722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -410735.937500 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -410735.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -410751.156250 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -410751.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -410768.937500 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -410768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -410783.562500 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -410783.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -410794.062500 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -410794.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -410806.500000 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -410806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -410815.937500 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -410815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -410828.281250 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -410828.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -410846.468750 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -410846.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -410864.468750 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -410864.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -410872.593750 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -410872.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -410879.031250 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -410879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -410885.875000 Penalty: 3946.412354
	Iteration 31Q: 3 clusters Score -410885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -410893.187500 Penalty: 3946.412354
	Iteration 32Q: 3 clusters Score -410893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -410901.468750 Penalty: 3946.412354
	Iteration 33Q: 3 clusters Score -410901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -410904.625000 Penalty: 3946.412354
	Iteration 34Q: 3 clusters Score -410904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -410908.375000 Penalty: 3946.412354
	Iteration 35Q: 3 clusters Score -410908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -410911.031250 Penalty: 3946.412354
	Iteration 36Q: 3 clusters Score -410911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -410915.531250 Penalty: 3946.412354
	Iteration 37Q: 3 clusters Score -410915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -410917.375000 Penalty: 3946.412354
	Iteration 38Q: 3 clusters Score -410917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -410919.937500 Penalty: 3946.412354
	Iteration 39Q: 3 clusters Score -410919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -410923.593750 Penalty: 3946.412354
	Iteration 40F: 3 clusters Score -410923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -410924.937500 Penalty: 3946.412354
	Iteration 41Q: 3 clusters Score -410924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -410927.000000 Penalty: 3946.412354
	Iteration 42Q: 3 clusters Score -410927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -410929.281250 Penalty: 3946.412354
	Iteration 43Q: 3 clusters Score -410929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -410933.750000 Penalty: 3946.412354
	Iteration 44Q: 3 clusters Score -410933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -410936.281250 Penalty: 3946.412354
	Iteration 45Q: 3 clusters Score -410936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -410936.531250 Penalty: 3946.412354
	Iteration 46Q: 3 clusters Score -410936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -410936.937500 Penalty: 3946.412354
	Iteration 47Q: 3 clusters Score -410936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -410937.812500 Penalty: 3946.412354
	Iteration 48Q: 3 clusters Score -410937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -410937.687500 Penalty: 3946.412354
	Iteration 49Q: 3 clusters Score -410937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -410937.687500 Penalty: 3946.412354
	Iteration 50F: 3 clusters Score -410937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Entering Unmasked Estep 
Score: -541746.500000 Penalty: 2032.579590
	Iteration 0F: 2 clusters Score -541746.5 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 1843 members 
Entering Unmasked Estep 
Score: -538105.375000 Penalty: 4065.159180
	Iteration 0F: 3 clusters Score -538105.4 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -538896.062500 Penalty: 4065.159180
	Iteration 1F: 3 clusters Score -538896.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -539054.937500 Penalty: 4065.159180
	Iteration 2F: 3 clusters Score -539054.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -539147.437500 Penalty: 4065.159180
	Iteration 3Q: 3 clusters Score -539147.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -539210.437500 Penalty: 4065.159180
	Iteration 4Q: 3 clusters Score -539210.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -539257.750000 Penalty: 4065.159180
	Iteration 5Q: 3 clusters Score -539257.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -539303.000000 Penalty: 4065.159180
	Iteration 6Q: 3 clusters Score -539303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -539340.750000 Penalty: 4065.159180
	Iteration 7Q: 3 clusters Score -539340.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -539367.687500 Penalty: 4065.159180
	Iteration 8Q: 3 clusters Score -539367.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -539387.375000 Penalty: 4065.159180
	Iteration 9Q: 3 clusters Score -539387.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -539408.500000 Penalty: 4065.159180
	Iteration 10Q: 3 clusters Score -539408.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -539423.375000 Penalty: 4065.159180
	Iteration 11Q: 3 clusters Score -539423.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -539439.125000 Penalty: 4065.159180
	Iteration 12Q: 3 clusters Score -539439.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -539451.500000 Penalty: 4065.159180
	Iteration 13Q: 3 clusters Score -539451.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -539463.250000 Penalty: 4065.159180
	Iteration 14Q: 3 clusters Score -539463.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -539472.562500 Penalty: 4065.159180
	Iteration 15Q: 3 clusters Score -539472.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -539485.500000 Penalty: 4065.159180
	Iteration 16Q: 3 clusters Score -539485.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -539493.937500 Penalty: 4065.159180
	Iteration 17Q: 3 clusters Score -539493.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -539499.625000 Penalty: 4065.159180
	Iteration 18Q: 3 clusters Score -539499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -539503.000000 Penalty: 4065.159180
	Iteration 19Q: 3 clusters Score -539503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -539504.937500 Penalty: 4065.159180
	Iteration 20F: 3 clusters Score -539504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -539507.000000 Penalty: 4065.159180
	Iteration 21Q: 3 clusters Score -539507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -539508.875000 Penalty: 4065.159180
	Iteration 22Q: 3 clusters Score -539508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -539509.125000 Penalty: 4065.159180
	Iteration 23Q: 3 clusters Score -539509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -539511.187500 Penalty: 4065.159180
	Iteration 24Q: 3 clusters Score -539511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -539511.812500 Penalty: 4065.159180
	Iteration 25Q: 3 clusters Score -539511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -539515.687500 Penalty: 4065.159180
	Iteration 26Q: 3 clusters Score -539515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -539517.625000 Penalty: 4065.159180
	Iteration 27Q: 3 clusters Score -539517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -539519.125000 Penalty: 4065.159180
	Iteration 28Q: 3 clusters Score -539519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -539522.312500 Penalty: 4065.159180
	Iteration 29Q: 3 clusters Score -539522.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -539526.937500 Penalty: 4065.159180
	Iteration 30Q: 3 clusters Score -539526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -539531.187500 Penalty: 4065.159180
	Iteration 31Q: 3 clusters Score -539531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -539536.937500 Penalty: 4065.159180
	Iteration 32Q: 3 clusters Score -539536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -539538.437500 Penalty: 4065.159180
	Iteration 33Q: 3 clusters Score -539538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -539545.250000 Penalty: 4065.159180
	Iteration 34Q: 3 clusters Score -539545.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -539551.000000 Penalty: 4065.159180
	Iteration 35Q: 3 clusters Score -539551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -539554.125000 Penalty: 4065.159180
	Iteration 36Q: 3 clusters Score -539554.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -539559.500000 Penalty: 4065.159180
	Iteration 37Q: 3 clusters Score -539559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -539564.187500 Penalty: 4065.159180
	Iteration 38Q: 3 clusters Score -539564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -539566.625000 Penalty: 4065.159180
	Iteration 39Q: 3 clusters Score -539566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -539568.000000 Penalty: 4065.159180
	Iteration 40F: 3 clusters Score -539568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -539568.500000 Penalty: 4065.159180
	Iteration 41Q: 3 clusters Score -539568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -539569.937500 Penalty: 4065.159180
	Iteration 42Q: 3 clusters Score -539569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -539570.937500 Penalty: 4065.159180
	Iteration 43Q: 3 clusters Score -539570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -539571.687500 Penalty: 4065.159180
	Iteration 44Q: 3 clusters Score -539571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -539572.312500 Penalty: 4065.159180
	Iteration 45Q: 3 clusters Score -539572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -539572.437500 Penalty: 4065.159180
	Iteration 46Q: 3 clusters Score -539572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -539574.875000 Penalty: 4065.159180
	Iteration 47Q: 3 clusters Score -539574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -539575.812500 Penalty: 4065.159180
	Iteration 48Q: 3 clusters Score -539575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -539577.625000 Penalty: 4065.159180
	Iteration 49Q: 3 clusters Score -539577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -539579.375000 Penalty: 4065.159180
	Iteration 50Q: 3 clusters Score -539579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -539581.812500 Penalty: 4065.159180
	Iteration 51Q: 3 clusters Score -539581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -539584.625000 Penalty: 4065.159180
	Iteration 52Q: 3 clusters Score -539584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -539585.875000 Penalty: 4065.159180
	Iteration 53Q: 3 clusters Score -539585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -539586.687500 Penalty: 4065.159180
	Iteration 54Q: 3 clusters Score -539586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -539588.500000 Penalty: 4065.159180
	Iteration 55Q: 3 clusters Score -539588.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -539590.937500 Penalty: 4065.159180
	Iteration 56Q: 3 clusters Score -539590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -539591.062500 Penalty: 4065.159180
	Iteration 57Q: 3 clusters Score -539591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -539594.187500 Penalty: 4065.159180
	Iteration 58Q: 3 clusters Score -539594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -539596.375000 Penalty: 4065.159180
	Iteration 59Q: 3 clusters Score -539596.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -539597.187500 Penalty: 4065.159180
	Iteration 60F: 3 clusters Score -539597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -539599.062500 Penalty: 4065.159180
	Iteration 61Q: 3 clusters Score -539599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -539602.500000 Penalty: 4065.159180
	Iteration 62Q: 3 clusters Score -539602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -539603.875000 Penalty: 4065.159180
	Iteration 63Q: 3 clusters Score -539603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -539606.312500 Penalty: 4065.159180
	Iteration 64Q: 3 clusters Score -539606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -539607.562500 Penalty: 4065.159180
	Iteration 65Q: 3 clusters Score -539607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -539608.750000 Penalty: 4065.159180
	Iteration 66Q: 3 clusters Score -539608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -539609.812500 Penalty: 4065.159180
	Iteration 67Q: 3 clusters Score -539609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -539612.562500 Penalty: 4065.159180
	Iteration 68Q: 3 clusters Score -539612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -539616.625000 Penalty: 4065.159180
	Iteration 69Q: 3 clusters Score -539616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -539619.125000 Penalty: 4065.159180
	Iteration 70Q: 3 clusters Score -539619.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -539623.187500 Penalty: 4065.159180
	Iteration 71Q: 3 clusters Score -539623.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -539627.062500 Penalty: 4065.159180
	Iteration 72Q: 3 clusters Score -539627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -539630.625000 Penalty: 4065.159180
	Iteration 73Q: 3 clusters Score -539630.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -539635.937500 Penalty: 4065.159180
	Iteration 74Q: 3 clusters Score -539635.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -539641.687500 Penalty: 4065.159180
	Iteration 75Q: 3 clusters Score -539641.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -539646.437500 Penalty: 4065.159180
	Iteration 76Q: 3 clusters Score -539646.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -539651.375000 Penalty: 4065.159180
	Iteration 77Q: 3 clusters Score -539651.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -539657.375000 Penalty: 4065.159180
	Iteration 78Q: 3 clusters Score -539657.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -539663.125000 Penalty: 4065.159180
	Iteration 79Q: 3 clusters Score -539663.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -539668.000000 Penalty: 4065.159180
	Iteration 80F: 3 clusters Score -539668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -539674.375000 Penalty: 4065.159180
	Iteration 81Q: 3 clusters Score -539674.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -539680.937500 Penalty: 4065.159180
	Iteration 82Q: 3 clusters Score -539680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -539686.812500 Penalty: 4065.159180
	Iteration 83Q: 3 clusters Score -539686.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -539693.750000 Penalty: 4065.159180
	Iteration 84Q: 3 clusters Score -539693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -539700.312500 Penalty: 4065.159180
	Iteration 85Q: 3 clusters Score -539700.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -539709.187500 Penalty: 4065.159180
	Iteration 86Q: 3 clusters Score -539709.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -539722.687500 Penalty: 4065.159180
	Iteration 87Q: 3 clusters Score -539722.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -539739.250000 Penalty: 4065.159180
	Iteration 88Q: 3 clusters Score -539739.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -539757.437500 Penalty: 4065.159180
	Iteration 89Q: 3 clusters Score -539757.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -539771.187500 Penalty: 4065.159180
	Iteration 90Q: 3 clusters Score -539771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -539781.625000 Penalty: 4065.159180
	Iteration 91Q: 3 clusters Score -539781.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -539794.187500 Penalty: 4065.159180
	Iteration 92Q: 3 clusters Score -539794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -539802.250000 Penalty: 4065.159180
	Iteration 93Q: 3 clusters Score -539802.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -539811.937500 Penalty: 4065.159180
	Iteration 94Q: 3 clusters Score -539811.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -539821.250000 Penalty: 4065.159180
	Iteration 95Q: 3 clusters Score -539821.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -539832.250000 Penalty: 4065.159180
	Iteration 96Q: 3 clusters Score -539832.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -539848.062500 Penalty: 4065.159180
	Iteration 97Q: 3 clusters Score -539848.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -539864.437500 Penalty: 4065.159180
	Iteration 98Q: 3 clusters Score -539864.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -539879.062500 Penalty: 4065.159180
	Iteration 99Q: 3 clusters Score -539879.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -539886.875000 Penalty: 4065.159180
	Iteration 100F: 3 clusters Score -539886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -539896.312500 Penalty: 4065.159180
	Iteration 101Q: 3 clusters Score -539896.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -539905.750000 Penalty: 4065.159180
	Iteration 102Q: 3 clusters Score -539905.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -539916.437500 Penalty: 4065.159180
	Iteration 103Q: 3 clusters Score -539916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -539920.687500 Penalty: 4065.159180
	Iteration 104Q: 3 clusters Score -539920.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -539925.000000 Penalty: 4065.159180
	Iteration 105Q: 3 clusters Score -539925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -539929.250000 Penalty: 4065.159180
	Iteration 106Q: 3 clusters Score -539929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -539932.312500 Penalty: 4065.159180
	Iteration 107Q: 3 clusters Score -539932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -539932.000000 Penalty: 4065.159180
	Iteration 108Q: 3 clusters Score -539932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -539934.187500 Penalty: 4065.159180
	Iteration 109Q: 3 clusters Score -539934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -539933.750000 Penalty: 4065.159180
	Iteration 110Q: 3 clusters Score -539933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -539935.187500 Penalty: 4065.159180
	Iteration 111Q: 3 clusters Score -539935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -539934.437500 Penalty: 4065.159180
	Iteration 112Q: 3 clusters Score -539934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -539936.687500 Penalty: 4065.159180
	Iteration 113Q: 3 clusters Score -539936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -539937.875000 Penalty: 4065.159180
	Iteration 114Q: 3 clusters Score -539937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -539938.437500 Penalty: 4065.159180
	Iteration 115Q: 3 clusters Score -539938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -539939.250000 Penalty: 4065.159180
	Iteration 116Q: 3 clusters Score -539939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -539939.812500 Penalty: 4065.159180
	Iteration 117Q: 3 clusters Score -539939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -539939.812500 Penalty: 4065.159180
	Iteration 118F: 3 clusters Score -539939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Entering Unmasked Estep 
Score: -5038635.000000 Penalty: 2588.904785
	Iteration 0F: 2 clusters Score -5038635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -5015344.000000 Penalty: 5177.809570
	Iteration 0F: 3 clusters Score -5015344 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -5023707.500000 Penalty: 5177.809570
	Iteration 1F: 3 clusters Score -5023708 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5024178.500000 Penalty: 5177.809570
	Iteration 2Q: 3 clusters Score -5024178 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5024664.500000 Penalty: 5177.809570
	Iteration 3Q: 3 clusters Score -5024664 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5025245.500000 Penalty: 5177.809570
	Iteration 4Q: 3 clusters Score -5025246 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5026048.500000 Penalty: 5177.809570
	Iteration 5Q: 3 clusters Score -5026048 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5027203.000000 Penalty: 5177.809570
	Iteration 6F: 3 clusters Score -5027203 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5028895.000000 Penalty: 5177.809570
	Iteration 7F: 3 clusters Score -5028895 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -5031031.000000 Penalty: 5177.809570
	Iteration 8F: 3 clusters Score -5031031 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -5033030.500000 Penalty: 5177.809570
	Iteration 9F: 3 clusters Score -5033030 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -5034429.000000 Penalty: 5177.809570
	Iteration 10Q: 3 clusters Score -5034429 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -5035282.500000 Penalty: 5177.809570
	Iteration 11Q: 3 clusters Score -5035282 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -5035749.500000 Penalty: 5177.809570
	Iteration 12Q: 3 clusters Score -5035750 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5036005.000000 Penalty: 5177.809570
	Iteration 13Q: 3 clusters Score -5036005 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -5036162.500000 Penalty: 5177.809570
	Iteration 14Q: 3 clusters Score -5036162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5036253.000000 Penalty: 5177.809570
	Iteration 15Q: 3 clusters Score -5036253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5036304.500000 Penalty: 5177.809570
	Iteration 16Q: 3 clusters Score -5036304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -5036341.500000 Penalty: 5177.809570
	Iteration 17Q: 3 clusters Score -5036342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -5036381.500000 Penalty: 5177.809570
	Iteration 18Q: 3 clusters Score -5036382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -5036393.000000 Penalty: 5177.809570
	Iteration 19Q: 3 clusters Score -5036393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -5036398.500000 Penalty: 5177.809570
	Iteration 20F: 3 clusters Score -5036398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -5036402.000000 Penalty: 5177.809570
	Iteration 21Q: 3 clusters Score -5036402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -5036411.500000 Penalty: 5177.809570
	Iteration 22Q: 3 clusters Score -5036412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -5036405.500000 Penalty: 5177.809570
	Iteration 23Q: 3 clusters Score -5036406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -5036419.500000 Penalty: 5177.809570
	Iteration 24Q: 3 clusters Score -5036420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -5036422.000000 Penalty: 5177.809570
	Iteration 25Q: 3 clusters Score -5036422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5036424.500000 Penalty: 5177.809570
	Iteration 26Q: 3 clusters Score -5036424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -5036424.500000 Penalty: 5177.809570
	Iteration 27Q: 3 clusters Score -5036424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -5036425.500000 Penalty: 5177.809570
	Iteration 28Q: 3 clusters Score -5036426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -5036429.500000 Penalty: 5177.809570
	Iteration 29Q: 3 clusters Score -5036430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -5036438.000000 Penalty: 5177.809570
	Iteration 30Q: 3 clusters Score -5036438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -5036440.500000 Penalty: 5177.809570
	Iteration 31Q: 3 clusters Score -5036440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -5036446.500000 Penalty: 5177.809570
	Iteration 32Q: 3 clusters Score -5036446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5036447.500000 Penalty: 5177.809570
	Iteration 33Q: 3 clusters Score -5036448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5036448.500000 Penalty: 5177.809570
	Iteration 34Q: 3 clusters Score -5036448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5036448.500000 Penalty: 5177.809570
	Iteration 35F: 3 clusters Score -5036448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Entering Unmasked Estep 
Score: -1375881.500000 Penalty: 2271.365479
	Iteration 0F: 2 clusters Score -1375882 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 4724 members 
Entering Unmasked Estep 
Score: -1368530.500000 Penalty: 4542.730957
	Iteration 0F: 3 clusters Score -1368530 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1370696.500000 Penalty: 4542.730957
	Iteration 1F: 3 clusters Score -1370696 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1371030.750000 Penalty: 4542.730957
	Iteration 2F: 3 clusters Score -1371031 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1371306.750000 Penalty: 4542.730957
	Iteration 3F: 3 clusters Score -1371307 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1371573.000000 Penalty: 4542.730957
	Iteration 4Q: 3 clusters Score -1371573 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1371814.875000 Penalty: 4542.730957
	Iteration 5Q: 3 clusters Score -1371815 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1372059.125000 Penalty: 4542.730957
	Iteration 6Q: 3 clusters Score -1372059 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1372328.250000 Penalty: 4542.730957
	Iteration 7Q: 3 clusters Score -1372328 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1372602.750000 Penalty: 4542.730957
	Iteration 8Q: 3 clusters Score -1372603 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1372873.750000 Penalty: 4542.730957
	Iteration 9Q: 3 clusters Score -1372874 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1373152.875000 Penalty: 4542.730957
	Iteration 10Q: 3 clusters Score -1373153 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1373392.125000 Penalty: 4542.730957
	Iteration 11Q: 3 clusters Score -1373392 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1373573.125000 Penalty: 4542.730957
	Iteration 12Q: 3 clusters Score -1373573 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1373757.500000 Penalty: 4542.730957
	Iteration 13Q: 3 clusters Score -1373758 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1373927.125000 Penalty: 4542.730957
	Iteration 14Q: 3 clusters Score -1373927 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1374067.250000 Penalty: 4542.730957
	Iteration 15Q: 3 clusters Score -1374067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1374177.125000 Penalty: 4542.730957
	Iteration 16Q: 3 clusters Score -1374177 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1374261.750000 Penalty: 4542.730957
	Iteration 17Q: 3 clusters Score -1374262 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1374325.375000 Penalty: 4542.730957
	Iteration 18Q: 3 clusters Score -1374325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1374378.375000 Penalty: 4542.730957
	Iteration 19Q: 3 clusters Score -1374378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1374429.625000 Penalty: 4542.730957
	Iteration 20F: 3 clusters Score -1374430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1374465.125000 Penalty: 4542.730957
	Iteration 21Q: 3 clusters Score -1374465 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1374489.250000 Penalty: 4542.730957
	Iteration 22Q: 3 clusters Score -1374489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1374510.500000 Penalty: 4542.730957
	Iteration 23Q: 3 clusters Score -1374510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1374525.250000 Penalty: 4542.730957
	Iteration 24Q: 3 clusters Score -1374525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1374539.250000 Penalty: 4542.730957
	Iteration 25Q: 3 clusters Score -1374539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1374547.250000 Penalty: 4542.730957
	Iteration 26Q: 3 clusters Score -1374547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1374553.875000 Penalty: 4542.730957
	Iteration 27Q: 3 clusters Score -1374554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1374554.375000 Penalty: 4542.730957
	Iteration 28Q: 3 clusters Score -1374554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1374560.500000 Penalty: 4542.730957
	Iteration 29Q: 3 clusters Score -1374560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1374559.875000 Penalty: 4542.730957
	Iteration 30Q: 3 clusters Score -1374560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1374563.500000 Penalty: 4542.730957
	Iteration 31Q: 3 clusters Score -1374564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1374561.750000 Penalty: 4542.730957
	Iteration 32Q: 3 clusters Score -1374562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1374564.000000 Penalty: 4542.730957
	Iteration 33Q: 3 clusters Score -1374564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1374564.125000 Penalty: 4542.730957
	Iteration 34Q: 3 clusters Score -1374564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1374564.125000 Penalty: 4542.730957
	Iteration 35F: 3 clusters Score -1374564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -2152134.250000 Penalty: 2378.949219
	Iteration 0F: 2 clusters Score -2152134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2141501.500000 Penalty: 4757.898438
	Iteration 0F: 3 clusters Score -2141502 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2144900.000000 Penalty: 4757.898438
	Iteration 1F: 3 clusters Score -2144900 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2145416.250000 Penalty: 4757.898438
	Iteration 2F: 3 clusters Score -2145416 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2145914.750000 Penalty: 4757.898438
	Iteration 3F: 3 clusters Score -2145915 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2146344.750000 Penalty: 4757.898438
	Iteration 4F: 3 clusters Score -2146345 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2146794.250000 Penalty: 4757.898438
	Iteration 5F: 3 clusters Score -2146794 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2147227.000000 Penalty: 4757.898438
	Iteration 6F: 3 clusters Score -2147227 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2147699.000000 Penalty: 4757.898438
	Iteration 7Q: 3 clusters Score -2147699 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2148156.250000 Penalty: 4757.898438
	Iteration 8Q: 3 clusters Score -2148156 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2148624.750000 Penalty: 4757.898438
	Iteration 9Q: 3 clusters Score -2148625 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2149030.250000 Penalty: 4757.898438
	Iteration 10Q: 3 clusters Score -2149030 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2149341.000000 Penalty: 4757.898438
	Iteration 11Q: 3 clusters Score -2149341 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2149557.500000 Penalty: 4757.898438
	Iteration 12Q: 3 clusters Score -2149558 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2149705.250000 Penalty: 4757.898438
	Iteration 13Q: 3 clusters Score -2149705 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2149820.500000 Penalty: 4757.898438
	Iteration 14Q: 3 clusters Score -2149820 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2149902.250000 Penalty: 4757.898438
	Iteration 15Q: 3 clusters Score -2149902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2149954.250000 Penalty: 4757.898438
	Iteration 16Q: 3 clusters Score -2149954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2149996.750000 Penalty: 4757.898438
	Iteration 17Q: 3 clusters Score -2149997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2150035.000000 Penalty: 4757.898438
	Iteration 18Q: 3 clusters Score -2150035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2150062.750000 Penalty: 4757.898438
	Iteration 19Q: 3 clusters Score -2150063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2150075.500000 Penalty: 4757.898438
	Iteration 20F: 3 clusters Score -2150076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2150083.500000 Penalty: 4757.898438
	Iteration 21Q: 3 clusters Score -2150084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2150092.750000 Penalty: 4757.898438
	Iteration 22Q: 3 clusters Score -2150093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2150098.250000 Penalty: 4757.898438
	Iteration 23Q: 3 clusters Score -2150098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2150099.500000 Penalty: 4757.898438
	Iteration 24Q: 3 clusters Score -2150100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2150101.500000 Penalty: 4757.898438
	Iteration 25Q: 3 clusters Score -2150102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2150105.250000 Penalty: 4757.898438
	Iteration 26Q: 3 clusters Score -2150105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2150104.000000 Penalty: 4757.898438
	Iteration 27Q: 3 clusters Score -2150104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2150109.500000 Penalty: 4757.898438
	Iteration 28Q: 3 clusters Score -2150110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2150111.000000 Penalty: 4757.898438
	Iteration 29Q: 3 clusters Score -2150111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2150112.500000 Penalty: 4757.898438
	Iteration 30Q: 3 clusters Score -2150112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2150114.750000 Penalty: 4757.898438
	Iteration 31Q: 3 clusters Score -2150115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2150118.500000 Penalty: 4757.898438
	Iteration 32Q: 3 clusters Score -2150118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2150119.000000 Penalty: 4757.898438
	Iteration 33Q: 3 clusters Score -2150119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2150121.000000 Penalty: 4757.898438
	Iteration 34Q: 3 clusters Score -2150121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2150121.500000 Penalty: 4757.898438
	Iteration 35Q: 3 clusters Score -2150122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2150121.500000 Penalty: 4757.898438
	Iteration 36F: 3 clusters Score -2150122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Entering Unmasked Estep 
Score: -9723222.000000 Penalty: 2751.664795
	Iteration 0F: 2 clusters Score -9723222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -9678818.000000 Penalty: 5503.329590
	Iteration 0F: 3 clusters Score -9678818 nChanged 30930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -9696502.000000 Penalty: 5503.329590
	Iteration 1F: 3 clusters Score -9696502 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -9697425.000000 Penalty: 5503.329590
	Iteration 2Q: 3 clusters Score -9697425 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -9698842.000000 Penalty: 5503.329590
	Iteration 3Q: 3 clusters Score -9698842 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -9701082.000000 Penalty: 5503.329590
	Iteration 4F: 3 clusters Score -9701082 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -9704466.000000 Penalty: 5503.329590
	Iteration 5F: 3 clusters Score -9704466 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -9709019.000000 Penalty: 5503.329590
	Iteration 6F: 3 clusters Score -9709019 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -9713579.000000 Penalty: 5503.329590
	Iteration 7F: 3 clusters Score -9713579 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -9717035.000000 Penalty: 5503.329590
	Iteration 8F: 3 clusters Score -9717035 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9719365.000000 Penalty: 5503.329590
	Iteration 9Q: 3 clusters Score -9719365 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9720911.000000 Penalty: 5503.329590
	Iteration 10Q: 3 clusters Score -9720911 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -9721589.000000 Penalty: 5503.329590
	Iteration 11Q: 3 clusters Score -9721589 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9721827.000000 Penalty: 5503.329590
	Iteration 12Q: 3 clusters Score -9721827 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9721887.000000 Penalty: 5503.329590
	Iteration 13Q: 3 clusters Score -9721887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9721932.000000 Penalty: 5503.329590
	Iteration 14Q: 3 clusters Score -9721932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9721964.000000 Penalty: 5503.329590
	Iteration 15Q: 3 clusters Score -9721964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9721965.000000 Penalty: 5503.329590
	Iteration 16Q: 3 clusters Score -9721965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9721982.000000 Penalty: 5503.329590
	Iteration 17Q: 3 clusters Score -9721982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9721979.000000 Penalty: 5503.329590
	Iteration 18Q: 3 clusters Score -9721979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9721985.000000 Penalty: 5503.329590
	Iteration 19Q: 3 clusters Score -9721985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9721989.000000 Penalty: 5503.329590
	Iteration 20F: 3 clusters Score -9721989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9721987.000000 Penalty: 5503.329590
	Iteration 21Q: 3 clusters Score -9721987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9721993.000000 Penalty: 5503.329590
	Iteration 22Q: 3 clusters Score -9721993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9721999.000000 Penalty: 5503.329590
	Iteration 23Q: 3 clusters Score -9721999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9722002.000000 Penalty: 5503.329590
	Iteration 24Q: 3 clusters Score -9722002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9722003.000000 Penalty: 5503.329590
	Iteration 25Q: 3 clusters Score -9722003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9722009.000000 Penalty: 5503.329590
	Iteration 26Q: 3 clusters Score -9722009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9722014.000000 Penalty: 5503.329590
	Iteration 27Q: 3 clusters Score -9722014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9722016.000000 Penalty: 5503.329590
	Iteration 28Q: 3 clusters Score -9722016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9722009.000000 Penalty: 5503.329590
	Iteration 29Q: 3 clusters Score -9722009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9722009.000000 Penalty: 5503.329590
	Iteration 30F: 3 clusters Score -9722009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76335.851562 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76335.85 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76837.710938 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76837.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77147.773438 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -77147.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77345.101562 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -77345.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -77511.382812 Penalty: 3188.340332
	Iteration 4F: 3 clusters Score -77511.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -77740.851562 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -77740.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77789.664062 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -77789.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -77823.046875 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77823.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -77830.343750 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77830.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77831.656250 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -77831.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77831.656250 Penalty: 3188.340332
	Iteration 10F: 3 clusters Score -77831.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -133271.109375 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -133271.1 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 473 members 
Entering Unmasked Estep 
Score: -131379.125000 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -131379.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -131655.406250 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131655.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -131760.125000 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131760.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131814.109375 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -131814.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131873.156250 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131873.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -131916.296875 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131916.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -131946.328125 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131946.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -131960.328125 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -131965.984375 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -131972.750000 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -131983.750000 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -131983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -131990.109375 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -131990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -131996.187500 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -131996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -132000.578125 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132001.093750 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -132001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132001.093750 Penalty: 3395.556396
	Iteration 15F: 3 clusters Score -132001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Entering Unmasked Estep 
Score: -6768329.000000 Penalty: 2663.250977
	Iteration 0F: 2 clusters Score -6768329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -6737515.000000 Penalty: 5326.501953
	Iteration 0F: 3 clusters Score -6737515 nChanged 21025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -6748868.500000 Penalty: 5326.501953
	Iteration 1F: 3 clusters Score -6748868 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -6749577.000000 Penalty: 5326.501953
	Iteration 2Q: 3 clusters Score -6749577 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -6750443.000000 Penalty: 5326.501953
	Iteration 3Q: 3 clusters Score -6750443 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6751411.000000 Penalty: 5326.501953
	Iteration 4Q: 3 clusters Score -6751411 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6752408.000000 Penalty: 5326.501953
	Iteration 5Q: 3 clusters Score -6752408 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -6753521.500000 Penalty: 5326.501953
	Iteration 6Q: 3 clusters Score -6753522 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -6754693.000000 Penalty: 5326.501953
	Iteration 7Q: 3 clusters Score -6754693 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -6755852.500000 Penalty: 5326.501953
	Iteration 8Q: 3 clusters Score -6755852 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -6757077.000000 Penalty: 5326.501953
	Iteration 9Q: 3 clusters Score -6757077 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -6758172.000000 Penalty: 5326.501953
	Iteration 10Q: 3 clusters Score -6758172 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6759092.500000 Penalty: 5326.501953
	Iteration 11Q: 3 clusters Score -6759092 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -6759783.000000 Penalty: 5326.501953
	Iteration 12Q: 3 clusters Score -6759783 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6760198.000000 Penalty: 5326.501953
	Iteration 13Q: 3 clusters Score -6760198 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6760519.500000 Penalty: 5326.501953
	Iteration 14Q: 3 clusters Score -6760520 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -6760723.500000 Penalty: 5326.501953
	Iteration 15Q: 3 clusters Score -6760724 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -6760933.000000 Penalty: 5326.501953
	Iteration 16Q: 3 clusters Score -6760933 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -6761108.500000 Penalty: 5326.501953
	Iteration 17Q: 3 clusters Score -6761108 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -6761315.500000 Penalty: 5326.501953
	Iteration 18Q: 3 clusters Score -6761316 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -6761519.000000 Penalty: 5326.501953
	Iteration 19Q: 3 clusters Score -6761519 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6761740.500000 Penalty: 5326.501953
	Iteration 20F: 3 clusters Score -6761740 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -6761967.000000 Penalty: 5326.501953
	Iteration 21Q: 3 clusters Score -6761967 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -6762191.500000 Penalty: 5326.501953
	Iteration 22Q: 3 clusters Score -6762192 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -6762396.000000 Penalty: 5326.501953
	Iteration 23Q: 3 clusters Score -6762396 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -6762624.500000 Penalty: 5326.501953
	Iteration 24Q: 3 clusters Score -6762624 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -6762858.000000 Penalty: 5326.501953
	Iteration 25Q: 3 clusters Score -6762858 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -6763067.500000 Penalty: 5326.501953
	Iteration 26Q: 3 clusters Score -6763068 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -6763253.500000 Penalty: 5326.501953
	Iteration 27Q: 3 clusters Score -6763254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -6763415.000000 Penalty: 5326.501953
	Iteration 28Q: 3 clusters Score -6763415 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -6763518.000000 Penalty: 5326.501953
	Iteration 29Q: 3 clusters Score -6763518 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -6763637.500000 Penalty: 5326.501953
	Iteration 30Q: 3 clusters Score -6763638 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -6763791.000000 Penalty: 5326.501953
	Iteration 31Q: 3 clusters Score -6763791 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -6763937.000000 Penalty: 5326.501953
	Iteration 32Q: 3 clusters Score -6763937 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -6764039.500000 Penalty: 5326.501953
	Iteration 33Q: 3 clusters Score -6764040 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -6764149.000000 Penalty: 5326.501953
	Iteration 34Q: 3 clusters Score -6764149 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -6764303.500000 Penalty: 5326.501953
	Iteration 35Q: 3 clusters Score -6764304 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -6764475.000000 Penalty: 5326.501953
	Iteration 36Q: 3 clusters Score -6764475 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -6764633.500000 Penalty: 5326.501953
	Iteration 37Q: 3 clusters Score -6764634 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -6764792.000000 Penalty: 5326.501953
	Iteration 38Q: 3 clusters Score -6764792 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -6764929.000000 Penalty: 5326.501953
	Iteration 39Q: 3 clusters Score -6764929 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -6765047.000000 Penalty: 5326.501953
	Iteration 40F: 3 clusters Score -6765047 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -6765204.500000 Penalty: 5326.501953
	Iteration 41Q: 3 clusters Score -6765204 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -6765326.500000 Penalty: 5326.501953
	Iteration 42Q: 3 clusters Score -6765326 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -6765437.500000 Penalty: 5326.501953
	Iteration 43Q: 3 clusters Score -6765438 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -6765547.000000 Penalty: 5326.501953
	Iteration 44Q: 3 clusters Score -6765547 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -6765618.000000 Penalty: 5326.501953
	Iteration 45Q: 3 clusters Score -6765618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -6765716.000000 Penalty: 5326.501953
	Iteration 46Q: 3 clusters Score -6765716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -6765770.500000 Penalty: 5326.501953
	Iteration 47Q: 3 clusters Score -6765770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -6765807.000000 Penalty: 5326.501953
	Iteration 48Q: 3 clusters Score -6765807 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -6765834.000000 Penalty: 5326.501953
	Iteration 49Q: 3 clusters Score -6765834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -6765855.000000 Penalty: 5326.501953
	Iteration 50Q: 3 clusters Score -6765855 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -6765888.500000 Penalty: 5326.501953
	Iteration 51Q: 3 clusters Score -6765888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -6765924.500000 Penalty: 5326.501953
	Iteration 52Q: 3 clusters Score -6765924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -6765935.500000 Penalty: 5326.501953
	Iteration 53Q: 3 clusters Score -6765936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -6765952.500000 Penalty: 5326.501953
	Iteration 54Q: 3 clusters Score -6765952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -6765971.000000 Penalty: 5326.501953
	Iteration 55Q: 3 clusters Score -6765971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -6765977.500000 Penalty: 5326.501953
	Iteration 56Q: 3 clusters Score -6765978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -6765989.500000 Penalty: 5326.501953
	Iteration 57Q: 3 clusters Score -6765990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -6765995.500000 Penalty: 5326.501953
	Iteration 58Q: 3 clusters Score -6765996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -6766005.500000 Penalty: 5326.501953
	Iteration 59Q: 3 clusters Score -6766006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -6766017.000000 Penalty: 5326.501953
	Iteration 60F: 3 clusters Score -6766017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -6766027.000000 Penalty: 5326.501953
	Iteration 61Q: 3 clusters Score -6766027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -6766036.000000 Penalty: 5326.501953
	Iteration 62Q: 3 clusters Score -6766036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -6766048.000000 Penalty: 5326.501953
	Iteration 63Q: 3 clusters Score -6766048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -6766058.500000 Penalty: 5326.501953
	Iteration 64Q: 3 clusters Score -6766058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -6766069.000000 Penalty: 5326.501953
	Iteration 65Q: 3 clusters Score -6766069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -6766067.000000 Penalty: 5326.501953
	Iteration 66Q: 3 clusters Score -6766067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -6766078.000000 Penalty: 5326.501953
	Iteration 67Q: 3 clusters Score -6766078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -6766079.500000 Penalty: 5326.501953
	Iteration 68Q: 3 clusters Score -6766080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -6766080.500000 Penalty: 5326.501953
	Iteration 69Q: 3 clusters Score -6766080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -6766092.000000 Penalty: 5326.501953
	Iteration 70Q: 3 clusters Score -6766092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6766095.000000 Penalty: 5326.501953
	Iteration 71Q: 3 clusters Score -6766095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -6766108.500000 Penalty: 5326.501953
	Iteration 72Q: 3 clusters Score -6766108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -6766102.500000 Penalty: 5326.501953
	Iteration 73Q: 3 clusters Score -6766102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -6766104.000000 Penalty: 5326.501953
	Iteration 74Q: 3 clusters Score -6766104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -6766102.000000 Penalty: 5326.501953
	Iteration 75Q: 3 clusters Score -6766102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6766113.000000 Penalty: 5326.501953
	Iteration 76Q: 3 clusters Score -6766113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -6766128.500000 Penalty: 5326.501953
	Iteration 77Q: 3 clusters Score -6766128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -6766132.000000 Penalty: 5326.501953
	Iteration 78Q: 3 clusters Score -6766132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -6766133.500000 Penalty: 5326.501953
	Iteration 79Q: 3 clusters Score -6766134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -6766136.500000 Penalty: 5326.501953
	Iteration 80F: 3 clusters Score -6766136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6766134.500000 Penalty: 5326.501953
	Iteration 81Q: 3 clusters Score -6766134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -6766137.500000 Penalty: 5326.501953
	Iteration 82Q: 3 clusters Score -6766138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -6766141.500000 Penalty: 5326.501953
	Iteration 83Q: 3 clusters Score -6766142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -6766147.500000 Penalty: 5326.501953
	Iteration 84Q: 3 clusters Score -6766148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -6766147.500000 Penalty: 5326.501953
	Iteration 85Q: 3 clusters Score -6766148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -6766151.500000 Penalty: 5326.501953
	Iteration 86Q: 3 clusters Score -6766152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -6766153.000000 Penalty: 5326.501953
	Iteration 87Q: 3 clusters Score -6766153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -6766153.000000 Penalty: 5326.501953
	Iteration 88F: 3 clusters Score -6766153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49925.183594 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49925.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50090.449219 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50090.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50193.191406 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -50193.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50269.566406 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -50269.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50390.636719 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -50390.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50936.945312 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -50936.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51092.914062 Penalty: 2971.766357
	Iteration 6F: 3 clusters Score -51092.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51173.289062 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -51173.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51227.113281 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -51227.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51296.207031 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -51296.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51324.582031 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -51324.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51343.281250 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -51343.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51360.960938 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -51360.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51363.761719 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -51363.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51374.472656 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -51374.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51374.472656 Penalty: 2971.766357
	Iteration 15F: 3 clusters Score -51374.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65869 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 88 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148503 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203116 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
Score: -95486672.000000 Penalty: 122977.367188
Splitting cluster 18 changes total score from -95488520.000000 to -95486672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (11948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Entering Unmasked Estep 
Score: -1511499.750000 Penalty: 2328.303223
	Iteration 0F: 2 clusters Score -1511500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1502540.875000 Penalty: 4656.606445
	Iteration 0F: 3 clusters Score -1502541 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1505218.000000 Penalty: 4656.606445
	Iteration 1F: 3 clusters Score -1505218 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1505685.375000 Penalty: 4656.606445
	Iteration 2F: 3 clusters Score -1505685 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1506044.250000 Penalty: 4656.606445
	Iteration 3F: 3 clusters Score -1506044 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1506381.750000 Penalty: 4656.606445
	Iteration 4F: 3 clusters Score -1506382 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1506749.125000 Penalty: 4656.606445
	Iteration 5Q: 3 clusters Score -1506749 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1507089.125000 Penalty: 4656.606445
	Iteration 6Q: 3 clusters Score -1507089 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1507379.375000 Penalty: 4656.606445
	Iteration 7Q: 3 clusters Score -1507379 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1507632.250000 Penalty: 4656.606445
	Iteration 8Q: 3 clusters Score -1507632 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1507834.000000 Penalty: 4656.606445
	Iteration 9Q: 3 clusters Score -1507834 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1508001.750000 Penalty: 4656.606445
	Iteration 10Q: 3 clusters Score -1508002 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1508152.750000 Penalty: 4656.606445
	Iteration 11Q: 3 clusters Score -1508153 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1508319.000000 Penalty: 4656.606445
	Iteration 12Q: 3 clusters Score -1508319 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1508487.500000 Penalty: 4656.606445
	Iteration 13Q: 3 clusters Score -1508488 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1508623.750000 Penalty: 4656.606445
	Iteration 14Q: 3 clusters Score -1508624 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1508744.000000 Penalty: 4656.606445
	Iteration 15Q: 3 clusters Score -1508744 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1508864.000000 Penalty: 4656.606445
	Iteration 16Q: 3 clusters Score -1508864 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1508971.125000 Penalty: 4656.606445
	Iteration 17Q: 3 clusters Score -1508971 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1509046.125000 Penalty: 4656.606445
	Iteration 18Q: 3 clusters Score -1509046 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1509105.500000 Penalty: 4656.606445
	Iteration 19Q: 3 clusters Score -1509106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1509153.875000 Penalty: 4656.606445
	Iteration 20F: 3 clusters Score -1509154 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1509200.250000 Penalty: 4656.606445
	Iteration 21Q: 3 clusters Score -1509200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1509240.000000 Penalty: 4656.606445
	Iteration 22Q: 3 clusters Score -1509240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1509272.750000 Penalty: 4656.606445
	Iteration 23Q: 3 clusters Score -1509273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1509306.500000 Penalty: 4656.606445
	Iteration 24Q: 3 clusters Score -1509306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1509330.500000 Penalty: 4656.606445
	Iteration 25Q: 3 clusters Score -1509330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1509339.750000 Penalty: 4656.606445
	Iteration 26Q: 3 clusters Score -1509340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1509353.375000 Penalty: 4656.606445
	Iteration 27Q: 3 clusters Score -1509353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1509372.875000 Penalty: 4656.606445
	Iteration 28Q: 3 clusters Score -1509373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1509385.500000 Penalty: 4656.606445
	Iteration 29Q: 3 clusters Score -1509386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1509398.250000 Penalty: 4656.606445
	Iteration 30Q: 3 clusters Score -1509398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1509415.875000 Penalty: 4656.606445
	Iteration 31Q: 3 clusters Score -1509416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1509422.875000 Penalty: 4656.606445
	Iteration 32Q: 3 clusters Score -1509423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1509434.375000 Penalty: 4656.606445
	Iteration 33Q: 3 clusters Score -1509434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1509440.375000 Penalty: 4656.606445
	Iteration 34Q: 3 clusters Score -1509440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1509449.125000 Penalty: 4656.606445
	Iteration 35Q: 3 clusters Score -1509449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1509453.375000 Penalty: 4656.606445
	Iteration 36Q: 3 clusters Score -1509453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1509457.750000 Penalty: 4656.606445
	Iteration 37Q: 3 clusters Score -1509458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1509458.625000 Penalty: 4656.606445
	Iteration 38Q: 3 clusters Score -1509459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1509468.250000 Penalty: 4656.606445
	Iteration 39Q: 3 clusters Score -1509468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1509472.375000 Penalty: 4656.606445
	Iteration 40F: 3 clusters Score -1509472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1509476.375000 Penalty: 4656.606445
	Iteration 41Q: 3 clusters Score -1509476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1509481.250000 Penalty: 4656.606445
	Iteration 42Q: 3 clusters Score -1509481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1509483.125000 Penalty: 4656.606445
	Iteration 43Q: 3 clusters Score -1509483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1509487.500000 Penalty: 4656.606445
	Iteration 44Q: 3 clusters Score -1509488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1509490.750000 Penalty: 4656.606445
	Iteration 45Q: 3 clusters Score -1509491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1509490.500000 Penalty: 4656.606445
	Iteration 46Q: 3 clusters Score -1509490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1509495.750000 Penalty: 4656.606445
	Iteration 47Q: 3 clusters Score -1509496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1509502.375000 Penalty: 4656.606445
	Iteration 48Q: 3 clusters Score -1509502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1509507.375000 Penalty: 4656.606445
	Iteration 49Q: 3 clusters Score -1509507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1509516.125000 Penalty: 4656.606445
	Iteration 50Q: 3 clusters Score -1509516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1509523.000000 Penalty: 4656.606445
	Iteration 51Q: 3 clusters Score -1509523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1509522.000000 Penalty: 4656.606445
	Iteration 52Q: 3 clusters Score -1509522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1509529.625000 Penalty: 4656.606445
	Iteration 53Q: 3 clusters Score -1509530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1509536.000000 Penalty: 4656.606445
	Iteration 54Q: 3 clusters Score -1509536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1509539.000000 Penalty: 4656.606445
	Iteration 55Q: 3 clusters Score -1509539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1509545.750000 Penalty: 4656.606445
	Iteration 56Q: 3 clusters Score -1509546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1509550.750000 Penalty: 4656.606445
	Iteration 57Q: 3 clusters Score -1509551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1509558.500000 Penalty: 4656.606445
	Iteration 58Q: 3 clusters Score -1509558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1509562.375000 Penalty: 4656.606445
	Iteration 59Q: 3 clusters Score -1509562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1509565.750000 Penalty: 4656.606445
	Iteration 60F: 3 clusters Score -1509566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1509568.250000 Penalty: 4656.606445
	Iteration 61Q: 3 clusters Score -1509568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1509570.000000 Penalty: 4656.606445
	Iteration 62Q: 3 clusters Score -1509570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1509570.500000 Penalty: 4656.606445
	Iteration 63Q: 3 clusters Score -1509570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1509575.750000 Penalty: 4656.606445
	Iteration 64Q: 3 clusters Score -1509576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1509576.875000 Penalty: 4656.606445
	Iteration 65Q: 3 clusters Score -1509577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1509578.875000 Penalty: 4656.606445
	Iteration 66Q: 3 clusters Score -1509579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1509581.500000 Penalty: 4656.606445
	Iteration 67Q: 3 clusters Score -1509582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1509587.375000 Penalty: 4656.606445
	Iteration 68Q: 3 clusters Score -1509587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1509588.750000 Penalty: 4656.606445
	Iteration 69Q: 3 clusters Score -1509589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1509592.125000 Penalty: 4656.606445
	Iteration 70Q: 3 clusters Score -1509592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1509599.375000 Penalty: 4656.606445
	Iteration 71Q: 3 clusters Score -1509599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1509605.625000 Penalty: 4656.606445
	Iteration 72Q: 3 clusters Score -1509606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1509603.500000 Penalty: 4656.606445
	Iteration 73Q: 3 clusters Score -1509604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1509607.375000 Penalty: 4656.606445
	Iteration 74Q: 3 clusters Score -1509607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1509604.500000 Penalty: 4656.606445
	Iteration 75Q: 3 clusters Score -1509604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1509606.250000 Penalty: 4656.606445
	Iteration 76Q: 3 clusters Score -1509606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1509608.500000 Penalty: 4656.606445
	Iteration 77Q: 3 clusters Score -1509608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1509609.375000 Penalty: 4656.606445
	Iteration 78Q: 3 clusters Score -1509609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1509607.250000 Penalty: 4656.606445
	Iteration 79Q: 3 clusters Score -1509607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1509606.500000 Penalty: 4656.606445
	Iteration 80F: 3 clusters Score -1509606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1509604.250000 Penalty: 4656.606445
	Iteration 81Q: 3 clusters Score -1509604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1509600.000000 Penalty: 4656.606445
	Iteration 82Q: 3 clusters Score -1509600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1509602.875000 Penalty: 4656.606445
	Iteration 83Q: 3 clusters Score -1509603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1509603.625000 Penalty: 4656.606445
	Iteration 84Q: 3 clusters Score -1509604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1509603.625000 Penalty: 4656.606445
	Iteration 85F: 3 clusters Score -1509604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46174.097656 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -46174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44717.878906 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -44717.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44956.152344 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -44956.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45036.738281 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -45036.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45061.687500 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -45061.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45090.105469 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -45090.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45136.808594 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -45136.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45182.140625 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -45182.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45222.152344 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -45222.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45292.707031 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -45292.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45318.898438 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -45318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45336.078125 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -45336.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45368.191406 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -45368.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45419.648438 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -45419.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45438.027344 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -45438.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45452.394531 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -45452.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45464.050781 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -45464.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45473.609375 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -45473.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45478.843750 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -45478.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45491.578125 Penalty: 3051.755371
	Iteration 18F: 3 clusters Score -45491.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45532.371094 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -45532.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45551.226562 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -45551.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45562.097656 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -45562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45564.769531 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -45564.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45572.906250 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -45572.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45574.585938 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -45574.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45574.585938 Penalty: 3051.755371
	Iteration 25F: 3 clusters Score -45574.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -53043.289062 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -53043.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51675.527344 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -51675.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51820.433594 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -51820.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51861.628906 Penalty: 2969.280273
	Iteration 2Q: 3 clusters Score -51861.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51879.972656 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -51879.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51896.933594 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -51896.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51904.496094 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -51904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51906.550781 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -51906.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51907.609375 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -51907.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51912.273438 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -51912.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51912.273438 Penalty: 2969.280273
	Iteration 9F: 3 clusters Score -51912.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -535402.562500 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -535402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -531768.562500 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -531768.6 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -532657.187500 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -532657.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -532893.875000 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -532893.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -533042.187500 Penalty: 4067.751465
	Iteration 3F: 3 clusters Score -533042.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -533203.562500 Penalty: 4067.751465
	Iteration 4Q: 3 clusters Score -533203.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -533421.125000 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -533421.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -533663.687500 Penalty: 4067.751465
	Iteration 6F: 3 clusters Score -533663.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -533866.125000 Penalty: 4067.751465
	Iteration 7F: 3 clusters Score -533866.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -534029.812500 Penalty: 4067.751465
	Iteration 8F: 3 clusters Score -534029.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -534140.312500 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -534140.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -534223.437500 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -534223.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -534293.812500 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -534293.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -534345.750000 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -534345.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -534394.937500 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -534394.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -534435.187500 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -534435.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -534464.187500 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -534464.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -534487.687500 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -534487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -534507.750000 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -534507.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -534520.312500 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -534520.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -534526.000000 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -534526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -534532.125000 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -534532.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -534536.812500 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -534536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -534541.875000 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -534541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -534544.437500 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -534544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -534545.062500 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -534545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -534551.312500 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -534551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -534553.375000 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -534553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -534558.937500 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -534558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -534562.250000 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -534562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -534565.187500 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -534565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -534567.875000 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -534567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -534569.625000 Penalty: 4067.751465
	Iteration 31Q: 3 clusters Score -534569.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -534569.625000 Penalty: 4067.751465
	Iteration 32F: 3 clusters Score -534569.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (148503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Entering Unmasked Estep 
Score: -22161958.000000 Penalty: 2953.273438
	Iteration 0F: 2 clusters Score -2.216196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -22066630.000000 Penalty: 5906.546875
	Iteration 0F: 3 clusters Score -2.206663e+07 nChanged 70823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -22108726.000000 Penalty: 5906.546875
	Iteration 1F: 3 clusters Score -2.210873e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -22110394.000000 Penalty: 5906.546875
	Iteration 2Q: 3 clusters Score -2.211039e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -22112718.000000 Penalty: 5906.546875
	Iteration 3Q: 3 clusters Score -2.211272e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -22115634.000000 Penalty: 5906.546875
	Iteration 4Q: 3 clusters Score -2.211563e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -22119230.000000 Penalty: 5906.546875
	Iteration 5F: 3 clusters Score -2.211923e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -22124054.000000 Penalty: 5906.546875
	Iteration 6F: 3 clusters Score -2.212405e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -22129936.000000 Penalty: 5906.546875
	Iteration 7F: 3 clusters Score -2.212994e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -22135572.000000 Penalty: 5906.546875
	Iteration 8F: 3 clusters Score -2.213557e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -22139734.000000 Penalty: 5906.546875
	Iteration 9F: 3 clusters Score -2.213973e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -22141930.000000 Penalty: 5906.546875
	Iteration 10Q: 3 clusters Score -2.214193e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -22142972.000000 Penalty: 5906.546875
	Iteration 11Q: 3 clusters Score -2.214297e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -22143356.000000 Penalty: 5906.546875
	Iteration 12Q: 3 clusters Score -2.214336e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -22143730.000000 Penalty: 5906.546875
	Iteration 13Q: 3 clusters Score -2.214373e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -22143976.000000 Penalty: 5906.546875
	Iteration 14Q: 3 clusters Score -2.214398e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -22144178.000000 Penalty: 5906.546875
	Iteration 15Q: 3 clusters Score -2.214418e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -22144276.000000 Penalty: 5906.546875
	Iteration 16Q: 3 clusters Score -2.214428e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 79440 members 
Entering Unmasked Estep 
Score: -22144364.000000 Penalty: 5906.546875
	Iteration 17Q: 3 clusters Score -2.214436e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -22144502.000000 Penalty: 5906.546875
	Iteration 18Q: 3 clusters Score -2.21445e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -22144576.000000 Penalty: 5906.546875
	Iteration 19Q: 3 clusters Score -2.214458e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -22144860.000000 Penalty: 5906.546875
	Iteration 20F: 3 clusters Score -2.214486e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -22145040.000000 Penalty: 5906.546875
	Iteration 21Q: 3 clusters Score -2.214504e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -22145216.000000 Penalty: 5906.546875
	Iteration 22Q: 3 clusters Score -2.214522e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -22145366.000000 Penalty: 5906.546875
	Iteration 23Q: 3 clusters Score -2.214537e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -22145426.000000 Penalty: 5906.546875
	Iteration 24Q: 3 clusters Score -2.214543e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -22145556.000000 Penalty: 5906.546875
	Iteration 25Q: 3 clusters Score -2.214556e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -22145618.000000 Penalty: 5906.546875
	Iteration 26Q: 3 clusters Score -2.214562e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -22145704.000000 Penalty: 5906.546875
	Iteration 27Q: 3 clusters Score -2.21457e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -22145712.000000 Penalty: 5906.546875
	Iteration 28Q: 3 clusters Score -2.214571e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 87783 members 
Entering Unmasked Estep 
Score: -22145774.000000 Penalty: 5906.546875
	Iteration 29Q: 3 clusters Score -2.214577e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -22145872.000000 Penalty: 5906.546875
	Iteration 30Q: 3 clusters Score -2.214587e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -22145990.000000 Penalty: 5906.546875
	Iteration 31Q: 3 clusters Score -2.214599e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -22146100.000000 Penalty: 5906.546875
	Iteration 32Q: 3 clusters Score -2.21461e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -22146164.000000 Penalty: 5906.546875
	Iteration 33Q: 3 clusters Score -2.214616e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -22146342.000000 Penalty: 5906.546875
	Iteration 34Q: 3 clusters Score -2.214634e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -22146416.000000 Penalty: 5906.546875
	Iteration 35Q: 3 clusters Score -2.214642e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -22146470.000000 Penalty: 5906.546875
	Iteration 36Q: 3 clusters Score -2.214647e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -22146560.000000 Penalty: 5906.546875
	Iteration 37Q: 3 clusters Score -2.214656e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -22146700.000000 Penalty: 5906.546875
	Iteration 38Q: 3 clusters Score -2.21467e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -22146956.000000 Penalty: 5906.546875
	Iteration 39Q: 3 clusters Score -2.214696e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -22147194.000000 Penalty: 5906.546875
	Iteration 40F: 3 clusters Score -2.214719e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -22147378.000000 Penalty: 5906.546875
	Iteration 41Q: 3 clusters Score -2.214738e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -22147588.000000 Penalty: 5906.546875
	Iteration 42Q: 3 clusters Score -2.214759e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -22147784.000000 Penalty: 5906.546875
	Iteration 43Q: 3 clusters Score -2.214778e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -22148150.000000 Penalty: 5906.546875
	Iteration 44Q: 3 clusters Score -2.214815e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -22148372.000000 Penalty: 5906.546875
	Iteration 45Q: 3 clusters Score -2.214837e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -22148720.000000 Penalty: 5906.546875
	Iteration 46Q: 3 clusters Score -2.214872e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -22148942.000000 Penalty: 5906.546875
	Iteration 47Q: 3 clusters Score -2.214894e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 111100 members 
Entering Unmasked Estep 
Score: -22149270.000000 Penalty: 5906.546875
	Iteration 48Q: 3 clusters Score -2.214927e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 113014 members 
Entering Unmasked Estep 
Score: -22149684.000000 Penalty: 5906.546875
	Iteration 49Q: 3 clusters Score -2.214968e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -22150168.000000 Penalty: 5906.546875
	Iteration 50Q: 3 clusters Score -2.215017e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -22150552.000000 Penalty: 5906.546875
	Iteration 51Q: 3 clusters Score -2.215055e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -22151258.000000 Penalty: 5906.546875
	Iteration 52Q: 3 clusters Score -2.215126e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 120946 members 
Entering Unmasked Estep 
Score: -22151756.000000 Penalty: 5906.546875
	Iteration 53Q: 3 clusters Score -2.215176e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -22152384.000000 Penalty: 5906.546875
	Iteration 54Q: 3 clusters Score -2.215238e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -22153076.000000 Penalty: 5906.546875
	Iteration 55Q: 3 clusters Score -2.215308e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 126946 members 
Entering Unmasked Estep 
Score: -22153686.000000 Penalty: 5906.546875
	Iteration 56Q: 3 clusters Score -2.215369e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -22154322.000000 Penalty: 5906.546875
	Iteration 57Q: 3 clusters Score -2.215432e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 130747 members 
Entering Unmasked Estep 
Score: -22155098.000000 Penalty: 5906.546875
	Iteration 58Q: 3 clusters Score -2.21551e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 132516 members 
Entering Unmasked Estep 
Score: -22155648.000000 Penalty: 5906.546875
	Iteration 59Q: 3 clusters Score -2.215565e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
Score: -22156244.000000 Penalty: 5906.546875
	Iteration 60F: 3 clusters Score -2.215624e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 135607 members 
Entering Unmasked Estep 
Score: -22156660.000000 Penalty: 5906.546875
	Iteration 61Q: 3 clusters Score -2.215666e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -22156996.000000 Penalty: 5906.546875
	Iteration 62Q: 3 clusters Score -2.2157e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 138239 members 
Entering Unmasked Estep 
Score: -22157424.000000 Penalty: 5906.546875
	Iteration 63Q: 3 clusters Score -2.215742e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 139399 members 
Entering Unmasked Estep 
Score: -22157762.000000 Penalty: 5906.546875
	Iteration 64Q: 3 clusters Score -2.215776e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 140460 members 
Entering Unmasked Estep 
Score: -22158162.000000 Penalty: 5906.546875
	Iteration 65Q: 3 clusters Score -2.215816e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 141414 members 
Entering Unmasked Estep 
Score: -22158506.000000 Penalty: 5906.546875
	Iteration 66Q: 3 clusters Score -2.215851e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 142231 members 
Entering Unmasked Estep 
Score: -22158712.000000 Penalty: 5906.546875
	Iteration 67Q: 3 clusters Score -2.215871e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -22158972.000000 Penalty: 5906.546875
	Iteration 68Q: 3 clusters Score -2.215897e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 143508 members 
Entering Unmasked Estep 
Score: -22159184.000000 Penalty: 5906.546875
	Iteration 69Q: 3 clusters Score -2.215918e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -22159424.000000 Penalty: 5906.546875
	Iteration 70Q: 3 clusters Score -2.215942e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -22159618.000000 Penalty: 5906.546875
	Iteration 71Q: 3 clusters Score -2.215962e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -22159726.000000 Penalty: 5906.546875
	Iteration 72Q: 3 clusters Score -2.215973e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 145030 members 
Entering Unmasked Estep 
Score: -22159782.000000 Penalty: 5906.546875
	Iteration 73Q: 3 clusters Score -2.215978e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 145241 members 
Entering Unmasked Estep 
Score: -22159888.000000 Penalty: 5906.546875
	Iteration 74Q: 3 clusters Score -2.215989e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 145420 members 
Entering Unmasked Estep 
Score: -22160002.000000 Penalty: 5906.546875
	Iteration 75Q: 3 clusters Score -2.216e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 145570 members 
Entering Unmasked Estep 
Score: -22160014.000000 Penalty: 5906.546875
	Iteration 76Q: 3 clusters Score -2.216001e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 145728 members 
Entering Unmasked Estep 
Score: -22160194.000000 Penalty: 5906.546875
	Iteration 77Q: 3 clusters Score -2.216019e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 145871 members 
Entering Unmasked Estep 
Score: -22160260.000000 Penalty: 5906.546875
	Iteration 78Q: 3 clusters Score -2.216026e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -22160360.000000 Penalty: 5906.546875
	Iteration 79Q: 3 clusters Score -2.216036e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 146092 members 
Entering Unmasked Estep 
Score: -22160478.000000 Penalty: 5906.546875
	Iteration 80F: 3 clusters Score -2.216048e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 146185 members 
Entering Unmasked Estep 
Score: -22160568.000000 Penalty: 5906.546875
	Iteration 81Q: 3 clusters Score -2.216057e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -22160654.000000 Penalty: 5906.546875
	Iteration 82Q: 3 clusters Score -2.216065e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 146284 members 
Entering Unmasked Estep 
Score: -22160766.000000 Penalty: 5906.546875
	Iteration 83Q: 3 clusters Score -2.216077e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 146304 members 
Entering Unmasked Estep 
Score: -22160844.000000 Penalty: 5906.546875
	Iteration 84Q: 3 clusters Score -2.216084e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 146321 members 
Entering Unmasked Estep 
Score: -22160884.000000 Penalty: 5906.546875
	Iteration 85Q: 3 clusters Score -2.216088e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 146309 members 
Entering Unmasked Estep 
Score: -22160906.000000 Penalty: 5906.546875
	Iteration 86Q: 3 clusters Score -2.216091e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -22160918.000000 Penalty: 5906.546875
	Iteration 87Q: 3 clusters Score -2.216092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 146292 members 
Entering Unmasked Estep 
Score: -22160910.000000 Penalty: 5906.546875
	Iteration 88Q: 3 clusters Score -2.216091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 146288 members 
Entering Unmasked Estep 
Score: -22160930.000000 Penalty: 5906.546875
	Iteration 89Q: 3 clusters Score -2.216093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 146286 members 
Entering Unmasked Estep 
Score: -22160930.000000 Penalty: 5906.546875
	Iteration 90Q: 3 clusters Score -2.216093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -22160930.000000 Penalty: 5906.546875
	Iteration 91Q: 3 clusters Score -2.216093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 146283 members 
Entering Unmasked Estep 
Score: -22160928.000000 Penalty: 5906.546875
	Iteration 92Q: 3 clusters Score -2.216093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 146278 members 
Entering Unmasked Estep 
Score: -22160940.000000 Penalty: 5906.546875
	Iteration 93Q: 3 clusters Score -2.216094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -22160940.000000 Penalty: 5906.546875
	Iteration 94Q: 3 clusters Score -2.216094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 146275 members 
Entering Unmasked Estep 
Score: -22160936.000000 Penalty: 5906.546875
	Iteration 95Q: 3 clusters Score -2.216094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 146276 members 
Entering Unmasked Estep 
Score: -22160938.000000 Penalty: 5906.546875
	Iteration 96Q: 3 clusters Score -2.216094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 146275 members 
Entering Unmasked Estep 
Score: -22160936.000000 Penalty: 5906.546875
	Iteration 97Q: 3 clusters Score -2.216094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -22160942.000000 Penalty: 5906.546875
	Iteration 98Q: 3 clusters Score -2.216094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 146268 members 
Entering Unmasked Estep 
Score: -22160928.000000 Penalty: 5906.546875
	Iteration 99Q: 3 clusters Score -2.216093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 146259 members 
Entering Unmasked Estep 
Score: -22160922.000000 Penalty: 5906.546875
	Iteration 100F: 3 clusters Score -2.216092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 146253 members 
Entering Unmasked Estep 
Score: -22160906.000000 Penalty: 5906.546875
	Iteration 101Q: 3 clusters Score -2.216091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 146253 members 
Entering Unmasked Estep 
Score: -22160912.000000 Penalty: 5906.546875
	Iteration 102Q: 3 clusters Score -2.216091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 146252 members 
Entering Unmasked Estep 
Score: -22160924.000000 Penalty: 5906.546875
	Iteration 103Q: 3 clusters Score -2.216092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -22160930.000000 Penalty: 5906.546875
	Iteration 104Q: 3 clusters Score -2.216093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 146239 members 
Entering Unmasked Estep 
Score: -22160946.000000 Penalty: 5906.546875
	Iteration 105Q: 3 clusters Score -2.216095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 146234 members 
Entering Unmasked Estep 
Score: -22160948.000000 Penalty: 5906.546875
	Iteration 106Q: 3 clusters Score -2.216095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 146230 members 
Entering Unmasked Estep 
Score: -22160956.000000 Penalty: 5906.546875
	Iteration 107Q: 3 clusters Score -2.216096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 146224 members 
Entering Unmasked Estep 
Score: -22160944.000000 Penalty: 5906.546875
	Iteration 108Q: 3 clusters Score -2.216094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -22160948.000000 Penalty: 5906.546875
	Iteration 109Q: 3 clusters Score -2.216095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -22160944.000000 Penalty: 5906.546875
	Iteration 110Q: 3 clusters Score -2.216094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 146217 members 
Entering Unmasked Estep 
Score: -22160946.000000 Penalty: 5906.546875
	Iteration 111Q: 3 clusters Score -2.216095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 146214 members 
Entering Unmasked Estep 
Score: -22160940.000000 Penalty: 5906.546875
	Iteration 112Q: 3 clusters Score -2.216094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -22160946.000000 Penalty: 5906.546875
	Iteration 113Q: 3 clusters Score -2.216095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -22160956.000000 Penalty: 5906.546875
	Iteration 114Q: 3 clusters Score -2.216096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -22160954.000000 Penalty: 5906.546875
	Iteration 115Q: 3 clusters Score -2.216095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -22160958.000000 Penalty: 5906.546875
	Iteration 116Q: 3 clusters Score -2.216096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -22160964.000000 Penalty: 5906.546875
	Iteration 117Q: 3 clusters Score -2.216096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -22160950.000000 Penalty: 5906.546875
	Iteration 118Q: 3 clusters Score -2.216095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -22160954.000000 Penalty: 5906.546875
	Iteration 119Q: 3 clusters Score -2.216095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -22160954.000000 Penalty: 5906.546875
	Iteration 120F: 3 clusters Score -2.216095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -885801.000000 Penalty: 2176.757324
	Iteration 0F: 2 clusters Score -885801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -880373.250000 Penalty: 4353.514648
	Iteration 0F: 3 clusters Score -880373.2 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -881847.125000 Penalty: 4353.514648
	Iteration 1F: 3 clusters Score -881847.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -882098.187500 Penalty: 4353.514648
	Iteration 2F: 3 clusters Score -882098.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -882290.375000 Penalty: 4353.514648
	Iteration 3Q: 3 clusters Score -882290.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -882467.375000 Penalty: 4353.514648
	Iteration 4Q: 3 clusters Score -882467.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -882621.750000 Penalty: 4353.514648
	Iteration 5Q: 3 clusters Score -882621.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -882751.750000 Penalty: 4353.514648
	Iteration 6Q: 3 clusters Score -882751.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -882865.937500 Penalty: 4353.514648
	Iteration 7Q: 3 clusters Score -882865.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -882970.187500 Penalty: 4353.514648
	Iteration 8Q: 3 clusters Score -882970.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -883078.437500 Penalty: 4353.514648
	Iteration 9Q: 3 clusters Score -883078.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -883192.750000 Penalty: 4353.514648
	Iteration 10Q: 3 clusters Score -883192.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -883290.437500 Penalty: 4353.514648
	Iteration 11Q: 3 clusters Score -883290.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -883390.750000 Penalty: 4353.514648
	Iteration 12Q: 3 clusters Score -883390.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -883463.000000 Penalty: 4353.514648
	Iteration 13Q: 3 clusters Score -883463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -883536.625000 Penalty: 4353.514648
	Iteration 14Q: 3 clusters Score -883536.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -883593.562500 Penalty: 4353.514648
	Iteration 15Q: 3 clusters Score -883593.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -883663.312500 Penalty: 4353.514648
	Iteration 16Q: 3 clusters Score -883663.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -883736.875000 Penalty: 4353.514648
	Iteration 17Q: 3 clusters Score -883736.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -883800.375000 Penalty: 4353.514648
	Iteration 18Q: 3 clusters Score -883800.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -883854.500000 Penalty: 4353.514648
	Iteration 19Q: 3 clusters Score -883854.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -883893.625000 Penalty: 4353.514648
	Iteration 20F: 3 clusters Score -883893.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -883916.812500 Penalty: 4353.514648
	Iteration 21Q: 3 clusters Score -883916.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -883933.375000 Penalty: 4353.514648
	Iteration 22Q: 3 clusters Score -883933.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -883948.062500 Penalty: 4353.514648
	Iteration 23Q: 3 clusters Score -883948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -883955.750000 Penalty: 4353.514648
	Iteration 24Q: 3 clusters Score -883955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -883960.812500 Penalty: 4353.514648
	Iteration 25Q: 3 clusters Score -883960.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -883967.500000 Penalty: 4353.514648
	Iteration 26Q: 3 clusters Score -883967.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -883972.562500 Penalty: 4353.514648
	Iteration 27Q: 3 clusters Score -883972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -883975.062500 Penalty: 4353.514648
	Iteration 28Q: 3 clusters Score -883975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -883977.750000 Penalty: 4353.514648
	Iteration 29Q: 3 clusters Score -883977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -883979.062500 Penalty: 4353.514648
	Iteration 30Q: 3 clusters Score -883979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -883981.687500 Penalty: 4353.514648
	Iteration 31Q: 3 clusters Score -883981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -883985.437500 Penalty: 4353.514648
	Iteration 32Q: 3 clusters Score -883985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -883986.937500 Penalty: 4353.514648
	Iteration 33Q: 3 clusters Score -883986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -883989.312500 Penalty: 4353.514648
	Iteration 34Q: 3 clusters Score -883989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -883989.875000 Penalty: 4353.514648
	Iteration 35Q: 3 clusters Score -883989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -883990.500000 Penalty: 4353.514648
	Iteration 36Q: 3 clusters Score -883990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -883989.937500 Penalty: 4353.514648
	Iteration 37Q: 3 clusters Score -883989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -883992.500000 Penalty: 4353.514648
	Iteration 38Q: 3 clusters Score -883992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -883994.312500 Penalty: 4353.514648
	Iteration 39Q: 3 clusters Score -883994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -883995.062500 Penalty: 4353.514648
	Iteration 40F: 3 clusters Score -883995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -883994.312500 Penalty: 4353.514648
	Iteration 41Q: 3 clusters Score -883994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -883995.125000 Penalty: 4353.514648
	Iteration 42Q: 3 clusters Score -883995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -883995.125000 Penalty: 4353.514648
	Iteration 43F: 3 clusters Score -883995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -298946.187500 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -298946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -296289.375000 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -296289.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -296829.843750 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -296829.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -296951.093750 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -296951.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297008.843750 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -297008.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297035.531250 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -297035.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297046.406250 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -297046.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297051.875000 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -297051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297057.250000 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -297057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297062.312500 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -297062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297066.250000 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -297066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -297068.406250 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -297068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -297070.531250 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -297070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297073.000000 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -297073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297076.375000 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -297076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -297081.750000 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -297081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297086.125000 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -297086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -297089.187500 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -297089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -297093.062500 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -297093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -297095.843750 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -297095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -297097.312500 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -297097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297098.750000 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -297098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297099.187500 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -297099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297099.187500 Penalty: 3783.744629
	Iteration 22F: 3 clusters Score -297099.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -496338.937500 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -496338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -492803.875000 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -492803.9 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -493598.093750 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -493598.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -493741.031250 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -493741 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -493832.468750 Penalty: 4040.336426
	Iteration 3Q: 3 clusters Score -493832.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -493905.406250 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -493905.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -493963.406250 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -493963.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -494027.656250 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -494027.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -494104.218750 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -494104.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -494181.031250 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -494181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -494250.031250 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -494250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -494320.593750 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -494320.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -494388.343750 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -494388.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -494444.125000 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -494444.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -494496.093750 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -494496.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -494543.250000 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -494543.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -494599.375000 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -494599.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -494646.312500 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -494646.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -494693.812500 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -494693.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -494743.500000 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -494743.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -494785.218750 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -494785.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -494810.062500 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -494810.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -494823.750000 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -494823.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -494835.781250 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -494835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -494845.906250 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -494845.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -494855.750000 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -494855.8 nChanged 17
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: -494865.812500 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -494865.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -494876.500000 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -494876.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -494885.375000 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -494885.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -494891.343750 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -494891.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -494893.687500 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -494893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -494897.187500 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -494897.2 nChanged 5
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: -494899.562500 Penalty: 4040.336426
	Iteration 31Q: 3 clusters Score -494899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -494901.562500 Penalty: 4040.336426
	Iteration 32Q: 3 clusters Score -494901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -494902.906250 Penalty: 4040.336426
	Iteration 33Q: 3 clusters Score -494902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -494905.593750 Penalty: 4040.336426
	Iteration 34Q: 3 clusters Score -494905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -494907.156250 Penalty: 4040.336426
	Iteration 35Q: 3 clusters Score -494907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -494907.656250 Penalty: 4040.336426
	Iteration 36Q: 3 clusters Score -494907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -494909.468750 Penalty: 4040.336426
	Iteration 37Q: 3 clusters Score -494909.5 nChanged 4
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: -494909.906250 Penalty: 4040.336426
	Iteration 38Q: 3 clusters Score -494909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -494912.062500 Penalty: 4040.336426
	Iteration 39Q: 3 clusters Score -494912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -494912.312500 Penalty: 4040.336426
	Iteration 40F: 3 clusters Score -494912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -494912.875000 Penalty: 4040.336426
	Iteration 41Q: 3 clusters Score -494912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -494913.562500 Penalty: 4040.336426
	Iteration 42Q: 3 clusters Score -494913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -494914.156250 Penalty: 4040.336426
	Iteration 43Q: 3 clusters Score -494914.2 nChanged 2
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: -494915.250000 Penalty: 4040.336426
	Iteration 44Q: 3 clusters Score -494915.2 nChanged 0
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: -494915.250000 Penalty: 4040.336426
	Iteration 45F: 3 clusters Score -494915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -175760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173588.609375 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -173588.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174085.687500 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -174085.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174271.781250 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -174271.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174412.093750 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -174412.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -174512.500000 Penalty: 3630.324463
	Iteration 4Q: 3 clusters Score -174512.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -174607.203125 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -174607.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -174691.171875 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -174691.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174738.593750 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -174738.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174760.937500 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -174760.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174774.968750 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -174775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174780.640625 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -174780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -174785.890625 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -174785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174788.265625 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -174788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174793.671875 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -174793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -174795.609375 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -174795.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -174795.609375 Penalty: 3630.324463
	Iteration 15F: 3 clusters Score -174795.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -37232.968750 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -37232.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36032.597656 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -36032.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36154.285156 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -36154.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36190.875000 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -36190.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36226.875000 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -36226.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36258.156250 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -36258.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36277.453125 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -36277.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36287.261719 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -36287.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36298.761719 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -36298.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36298.761719 Penalty: 2810.547607
	Iteration 8F: 3 clusters Score -36298.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34864.628906 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34864.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34954.917969 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34954.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34998.390625 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -34998.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35031.695312 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -35031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35052.507812 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -35052.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35052.507812 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -35052.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -69165.890625 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -69165.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67614.031250 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -67614.03 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67864.093750 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -67864.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67949.226562 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -67949.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67989.523438 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -67989.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68016.820312 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -68016.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68026.226562 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -68026.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68033.601562 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -68033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68045.812500 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -68045.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68045.812500 Penalty: 3156.916504
	Iteration 8F: 3 clusters Score -68045.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -208395.453125 Penalty: 1818.103027
	Iteration 0F: 2 clusters Score -208395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -206106.406250 Penalty: 3636.206055
	Iteration 0F: 3 clusters Score -206106.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -206471.421875 Penalty: 3636.206055
	Iteration 1F: 3 clusters Score -206471.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -206589.125000 Penalty: 3636.206055
	Iteration 2F: 3 clusters Score -206589.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -206730.296875 Penalty: 3636.206055
	Iteration 3F: 3 clusters Score -206730.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -206832.937500 Penalty: 3636.206055
	Iteration 4Q: 3 clusters Score -206832.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -206894.390625 Penalty: 3636.206055
	Iteration 5Q: 3 clusters Score -206894.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -206951.625000 Penalty: 3636.206055
	Iteration 6Q: 3 clusters Score -206951.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -207016.687500 Penalty: 3636.206055
	Iteration 7Q: 3 clusters Score -207016.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -207094.890625 Penalty: 3636.206055
	Iteration 8Q: 3 clusters Score -207094.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -207179.093750 Penalty: 3636.206055
	Iteration 9Q: 3 clusters Score -207179.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -207301.875000 Penalty: 3636.206055
	Iteration 10Q: 3 clusters Score -207301.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -207445.093750 Penalty: 3636.206055
	Iteration 11Q: 3 clusters Score -207445.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -207551.359375 Penalty: 3636.206055
	Iteration 12Q: 3 clusters Score -207551.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -207599.593750 Penalty: 3636.206055
	Iteration 13Q: 3 clusters Score -207599.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -207623.812500 Penalty: 3636.206055
	Iteration 14Q: 3 clusters Score -207623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -207638.187500 Penalty: 3636.206055
	Iteration 15Q: 3 clusters Score -207638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -207641.890625 Penalty: 3636.206055
	Iteration 16Q: 3 clusters Score -207641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -207646.140625 Penalty: 3636.206055
	Iteration 17Q: 3 clusters Score -207646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -207647.125000 Penalty: 3636.206055
	Iteration 18Q: 3 clusters Score -207647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -207663.281250 Penalty: 3636.206055
	Iteration 19F: 3 clusters Score -207663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -207698.578125 Penalty: 3636.206055
	Iteration 20F: 3 clusters Score -207698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -207726.062500 Penalty: 3636.206055
	Iteration 21Q: 3 clusters Score -207726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -207735.750000 Penalty: 3636.206055
	Iteration 22Q: 3 clusters Score -207735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -207741.625000 Penalty: 3636.206055
	Iteration 23Q: 3 clusters Score -207741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -207744.015625 Penalty: 3636.206055
	Iteration 24Q: 3 clusters Score -207744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -207744.015625 Penalty: 3636.206055
	Iteration 25F: 3 clusters Score -207744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (203116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203116 members 
Entering Unmasked Estep 
Score: -30358818.000000 Penalty: 3030.940186
	Iteration 0F: 2 clusters Score -3.035882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -30226468.000000 Penalty: 6061.880371
	Iteration 0F: 3 clusters Score -3.022647e+07 nChanged 97995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -30284044.000000 Penalty: 6061.880371
	Iteration 1F: 3 clusters Score -3.028404e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
Score: -30285932.000000 Penalty: 6061.880371
	Iteration 2Q: 3 clusters Score -3.028593e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 111416 members 
Entering Unmasked Estep 
Score: -30288220.000000 Penalty: 6061.880371
	Iteration 3Q: 3 clusters Score -3.028822e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -30291830.000000 Penalty: 6061.880371
	Iteration 4Q: 3 clusters Score -3.029183e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -30297764.000000 Penalty: 6061.880371
	Iteration 5F: 3 clusters Score -3.029776e+07 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -30306552.000000 Penalty: 6061.880371
	Iteration 6F: 3 clusters Score -3.030655e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -30318442.000000 Penalty: 6061.880371
	Iteration 7F: 3 clusters Score -3.031844e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -30330298.000000 Penalty: 6061.880371
	Iteration 8F: 3 clusters Score -3.03303e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -30339728.000000 Penalty: 6061.880371
	Iteration 9F: 3 clusters Score -3.033973e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 174277 members 
Entering Unmasked Estep 
Score: -30345812.000000 Penalty: 6061.880371
	Iteration 10Q: 3 clusters Score -3.034581e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 178598 members 
Entering Unmasked Estep 
Score: -30349360.000000 Penalty: 6061.880371
	Iteration 11Q: 3 clusters Score -3.034936e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 181972 members 
Entering Unmasked Estep 
Score: -30351804.000000 Penalty: 6061.880371
	Iteration 12Q: 3 clusters Score -3.03518e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 184656 members 
Entering Unmasked Estep 
Score: -30353516.000000 Penalty: 6061.880371
	Iteration 13Q: 3 clusters Score -3.035352e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 186876 members 
Entering Unmasked Estep 
Score: -30354700.000000 Penalty: 6061.880371
	Iteration 14Q: 3 clusters Score -3.03547e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 188670 members 
Entering Unmasked Estep 
Score: -30355580.000000 Penalty: 6061.880371
	Iteration 15Q: 3 clusters Score -3.035558e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 190143 members 
Entering Unmasked Estep 
Score: -30356364.000000 Penalty: 6061.880371
	Iteration 16Q: 3 clusters Score -3.035636e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -30356954.000000 Penalty: 6061.880371
	Iteration 17Q: 3 clusters Score -3.035695e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 192309 members 
Entering Unmasked Estep 
Score: -30357300.000000 Penalty: 6061.880371
	Iteration 18Q: 3 clusters Score -3.03573e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 193062 members 
Entering Unmasked Estep 
Score: -30357452.000000 Penalty: 6061.880371
	Iteration 19Q: 3 clusters Score -3.035745e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -30357588.000000 Penalty: 6061.880371
	Iteration 20F: 3 clusters Score -3.035759e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 194113 members 
Entering Unmasked Estep 
Score: -30357586.000000 Penalty: 6061.880371
	Iteration 21Q: 3 clusters Score -3.035759e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 194489 members 
Entering Unmasked Estep 
Score: -30357644.000000 Penalty: 6061.880371
	Iteration 22Q: 3 clusters Score -3.035764e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 194811 members 
Entering Unmasked Estep 
Score: -30357752.000000 Penalty: 6061.880371
	Iteration 23Q: 3 clusters Score -3.035775e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 195091 members 
Entering Unmasked Estep 
Score: -30357804.000000 Penalty: 6061.880371
	Iteration 24Q: 3 clusters Score -3.03578e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 195309 members 
Entering Unmasked Estep 
Score: -30357870.000000 Penalty: 6061.880371
	Iteration 25Q: 3 clusters Score -3.035787e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 195508 members 
Entering Unmasked Estep 
Score: -30357966.000000 Penalty: 6061.880371
	Iteration 26Q: 3 clusters Score -3.035797e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 195684 members 
Entering Unmasked Estep 
Score: -30357996.000000 Penalty: 6061.880371
	Iteration 27Q: 3 clusters Score -3.0358e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 195848 members 
Entering Unmasked Estep 
Score: -30357990.000000 Penalty: 6061.880371
	Iteration 28Q: 3 clusters Score -3.035799e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 196009 members 
Entering Unmasked Estep 
Score: -30358040.000000 Penalty: 6061.880371
	Iteration 29Q: 3 clusters Score -3.035804e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 196161 members 
Entering Unmasked Estep 
Score: -30357950.000000 Penalty: 6061.880371
	Iteration 30Q: 3 clusters Score -3.035795e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 196294 members 
Entering Unmasked Estep 
Score: -30358022.000000 Penalty: 6061.880371
	Iteration 31Q: 3 clusters Score -3.035802e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 196403 members 
Entering Unmasked Estep 
Score: -30358042.000000 Penalty: 6061.880371
	Iteration 32Q: 3 clusters Score -3.035804e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 196511 members 
Entering Unmasked Estep 
Score: -30358010.000000 Penalty: 6061.880371
	Iteration 33Q: 3 clusters Score -3.035801e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 196624 members 
Entering Unmasked Estep 
Score: -30358022.000000 Penalty: 6061.880371
	Iteration 34Q: 3 clusters Score -3.035802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 196709 members 
Entering Unmasked Estep 
Score: -30358006.000000 Penalty: 6061.880371
	Iteration 35Q: 3 clusters Score -3.035801e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 196781 members 
Entering Unmasked Estep 
Score: -30357948.000000 Penalty: 6061.880371
	Iteration 36Q: 3 clusters Score -3.035795e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 196850 members 
Entering Unmasked Estep 
Score: -30357942.000000 Penalty: 6061.880371
	Iteration 37Q: 3 clusters Score -3.035794e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 196921 members 
Entering Unmasked Estep 
Score: -30357920.000000 Penalty: 6061.880371
	Iteration 38Q: 3 clusters Score -3.035792e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 196983 members 
Entering Unmasked Estep 
Score: -30357956.000000 Penalty: 6061.880371
	Iteration 39Q: 3 clusters Score -3.035796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 197045 members 
Entering Unmasked Estep 
Score: -30357992.000000 Penalty: 6061.880371
	Iteration 40F: 3 clusters Score -3.035799e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 197113 members 
Entering Unmasked Estep 
Score: -30357966.000000 Penalty: 6061.880371
	Iteration 41Q: 3 clusters Score -3.035797e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 197174 members 
Entering Unmasked Estep 
Score: -30357924.000000 Penalty: 6061.880371
	Iteration 42Q: 3 clusters Score -3.035792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 197220 members 
Entering Unmasked Estep 
Score: -30357918.000000 Penalty: 6061.880371
	Iteration 43Q: 3 clusters Score -3.035792e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 197264 members 
Entering Unmasked Estep 
Score: -30357938.000000 Penalty: 6061.880371
	Iteration 44Q: 3 clusters Score -3.035794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 197292 members 
Entering Unmasked Estep 
Score: -30357944.000000 Penalty: 6061.880371
	Iteration 45Q: 3 clusters Score -3.035794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 197331 members 
Entering Unmasked Estep 
Score: -30357968.000000 Penalty: 6061.880371
	Iteration 46Q: 3 clusters Score -3.035797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 197376 members 
Entering Unmasked Estep 
Score: -30358000.000000 Penalty: 6061.880371
	Iteration 47Q: 3 clusters Score -3.0358e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 197429 members 
Entering Unmasked Estep 
Score: -30358022.000000 Penalty: 6061.880371
	Iteration 48Q: 3 clusters Score -3.035802e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 197480 members 
Entering Unmasked Estep 
Score: -30358022.000000 Penalty: 6061.880371
	Iteration 49Q: 3 clusters Score -3.035802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 197516 members 
Entering Unmasked Estep 
Score: -30358024.000000 Penalty: 6061.880371
	Iteration 50Q: 3 clusters Score -3.035802e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 197549 members 
Entering Unmasked Estep 
Score: -30358024.000000 Penalty: 6061.880371
	Iteration 51Q: 3 clusters Score -3.035802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 197586 members 
Entering Unmasked Estep 
Score: -30358058.000000 Penalty: 6061.880371
	Iteration 52Q: 3 clusters Score -3.035806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 197615 members 
Entering Unmasked Estep 
Score: -30358030.000000 Penalty: 6061.880371
	Iteration 53Q: 3 clusters Score -3.035803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 197643 members 
Entering Unmasked Estep 
Score: -30358056.000000 Penalty: 6061.880371
	Iteration 54Q: 3 clusters Score -3.035806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 197668 members 
Entering Unmasked Estep 
Score: -30358070.000000 Penalty: 6061.880371
	Iteration 55Q: 3 clusters Score -3.035807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 197692 members 
Entering Unmasked Estep 
Score: -30358060.000000 Penalty: 6061.880371
	Iteration 56Q: 3 clusters Score -3.035806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 197716 members 
Entering Unmasked Estep 
Score: -30358080.000000 Penalty: 6061.880371
	Iteration 57Q: 3 clusters Score -3.035808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 197741 members 
Entering Unmasked Estep 
Score: -30358060.000000 Penalty: 6061.880371
	Iteration 58Q: 3 clusters Score -3.035806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 197762 members 
Entering Unmasked Estep 
Score: -30358062.000000 Penalty: 6061.880371
	Iteration 59Q: 3 clusters Score -3.035806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 197776 members 
Entering Unmasked Estep 
Score: -30358066.000000 Penalty: 6061.880371
	Iteration 60F: 3 clusters Score -3.035807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 197792 members 
Entering Unmasked Estep 
Score: -30358056.000000 Penalty: 6061.880371
	Iteration 61Q: 3 clusters Score -3.035806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 197803 members 
Entering Unmasked Estep 
Score: -30358076.000000 Penalty: 6061.880371
	Iteration 62Q: 3 clusters Score -3.035808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 197811 members 
Entering Unmasked Estep 
Score: -30358068.000000 Penalty: 6061.880371
	Iteration 63Q: 3 clusters Score -3.035807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 197821 members 
Entering Unmasked Estep 
Score: -30358068.000000 Penalty: 6061.880371
	Iteration 64Q: 3 clusters Score -3.035807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 197831 members 
Entering Unmasked Estep 
Score: -30358064.000000 Penalty: 6061.880371
	Iteration 65Q: 3 clusters Score -3.035806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 197838 members 
Entering Unmasked Estep 
Score: -30358064.000000 Penalty: 6061.880371
	Iteration 66Q: 3 clusters Score -3.035806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 197850 members 
Entering Unmasked Estep 
Score: -30358072.000000 Penalty: 6061.880371
	Iteration 67Q: 3 clusters Score -3.035807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 197858 members 
Entering Unmasked Estep 
Score: -30358070.000000 Penalty: 6061.880371
	Iteration 68Q: 3 clusters Score -3.035807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 197863 members 
Entering Unmasked Estep 
Score: -30358070.000000 Penalty: 6061.880371
	Iteration 69Q: 3 clusters Score -3.035807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 197865 members 
Entering Unmasked Estep 
Score: -30358068.000000 Penalty: 6061.880371
	Iteration 70Q: 3 clusters Score -3.035807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 197868 members 
Entering Unmasked Estep 
Score: -30358074.000000 Penalty: 6061.880371
	Iteration 71Q: 3 clusters Score -3.035807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 197872 members 
Entering Unmasked Estep 
Score: -30358080.000000 Penalty: 6061.880371
	Iteration 72Q: 3 clusters Score -3.035808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 197877 members 
Entering Unmasked Estep 
Score: -30358072.000000 Penalty: 6061.880371
	Iteration 73Q: 3 clusters Score -3.035807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 197884 members 
Entering Unmasked Estep 
Score: -30358076.000000 Penalty: 6061.880371
	Iteration 74Q: 3 clusters Score -3.035808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 197891 members 
Entering Unmasked Estep 
Score: -30358114.000000 Penalty: 6061.880371
	Iteration 75Q: 3 clusters Score -3.035811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 197904 members 
Entering Unmasked Estep 
Score: -30358096.000000 Penalty: 6061.880371
	Iteration 76Q: 3 clusters Score -3.03581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 197913 members 
Entering Unmasked Estep 
Score: -30358086.000000 Penalty: 6061.880371
	Iteration 77Q: 3 clusters Score -3.035809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 197919 members 
Entering Unmasked Estep 
Score: -30358086.000000 Penalty: 6061.880371
	Iteration 78Q: 3 clusters Score -3.035809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 197922 members 
Entering Unmasked Estep 
Score: -30358092.000000 Penalty: 6061.880371
	Iteration 79Q: 3 clusters Score -3.035809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 197925 members 
Entering Unmasked Estep 
Score: -30358096.000000 Penalty: 6061.880371
	Iteration 80F: 3 clusters Score -3.03581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 197926 members 
Entering Unmasked Estep 
Score: -30358110.000000 Penalty: 6061.880371
	Iteration 81Q: 3 clusters Score -3.035811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 197926 members 
Entering Unmasked Estep 
Score: -30358110.000000 Penalty: 6061.880371
	Iteration 82F: 3 clusters Score -3.035811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Entering Unmasked Estep 
Score: -6023230.500000 Penalty: 2649.899902
	Iteration 0F: 2 clusters Score -6023230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -5993747.500000 Penalty: 5299.799805
	Iteration 0F: 3 clusters Score -5993748 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -6004955.500000 Penalty: 5299.799805
	Iteration 1F: 3 clusters Score -6004956 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -6005754.000000 Penalty: 5299.799805
	Iteration 2Q: 3 clusters Score -6005754 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6006691.500000 Penalty: 5299.799805
	Iteration 3Q: 3 clusters Score -6006692 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6007714.500000 Penalty: 5299.799805
	Iteration 4F: 3 clusters Score -6007714 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -6008896.000000 Penalty: 5299.799805
	Iteration 5F: 3 clusters Score -6008896 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -6010095.500000 Penalty: 5299.799805
	Iteration 6F: 3 clusters Score -6010096 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -6011378.500000 Penalty: 5299.799805
	Iteration 7F: 3 clusters Score -6011378 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -6012740.500000 Penalty: 5299.799805
	Iteration 8F: 3 clusters Score -6012740 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -6014007.500000 Penalty: 5299.799805
	Iteration 9Q: 3 clusters Score -6014008 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -6015313.500000 Penalty: 5299.799805
	Iteration 10Q: 3 clusters Score -6015314 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -6016659.000000 Penalty: 5299.799805
	Iteration 11Q: 3 clusters Score -6016659 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -6017755.500000 Penalty: 5299.799805
	Iteration 12Q: 3 clusters Score -6017756 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -6018677.500000 Penalty: 5299.799805
	Iteration 13Q: 3 clusters Score -6018678 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6019324.000000 Penalty: 5299.799805
	Iteration 14Q: 3 clusters Score -6019324 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -6019737.000000 Penalty: 5299.799805
	Iteration 15Q: 3 clusters Score -6019737 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -6020043.000000 Penalty: 5299.799805
	Iteration 16Q: 3 clusters Score -6020043 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -6020366.000000 Penalty: 5299.799805
	Iteration 17Q: 3 clusters Score -6020366 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -6020584.000000 Penalty: 5299.799805
	Iteration 18Q: 3 clusters Score -6020584 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -6020726.500000 Penalty: 5299.799805
	Iteration 19Q: 3 clusters Score -6020726 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -6020885.000000 Penalty: 5299.799805
	Iteration 20F: 3 clusters Score -6020885 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -6021009.000000 Penalty: 5299.799805
	Iteration 21Q: 3 clusters Score -6021009 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -6021103.000000 Penalty: 5299.799805
	Iteration 22Q: 3 clusters Score -6021103 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -6021153.000000 Penalty: 5299.799805
	Iteration 23Q: 3 clusters Score -6021153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -6021202.500000 Penalty: 5299.799805
	Iteration 24Q: 3 clusters Score -6021202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -6021236.500000 Penalty: 5299.799805
	Iteration 25Q: 3 clusters Score -6021236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -6021239.500000 Penalty: 5299.799805
	Iteration 26Q: 3 clusters Score -6021240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -6021269.000000 Penalty: 5299.799805
	Iteration 27Q: 3 clusters Score -6021269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -6021273.500000 Penalty: 5299.799805
	Iteration 28Q: 3 clusters Score -6021274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -6021289.500000 Penalty: 5299.799805
	Iteration 29Q: 3 clusters Score -6021290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -6021301.500000 Penalty: 5299.799805
	Iteration 30Q: 3 clusters Score -6021302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -6021299.500000 Penalty: 5299.799805
	Iteration 31Q: 3 clusters Score -6021300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -6021314.500000 Penalty: 5299.799805
	Iteration 32Q: 3 clusters Score -6021314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -6021328.500000 Penalty: 5299.799805
	Iteration 33Q: 3 clusters Score -6021328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6021337.000000 Penalty: 5299.799805
	Iteration 34Q: 3 clusters Score -6021337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -6021343.500000 Penalty: 5299.799805
	Iteration 35Q: 3 clusters Score -6021344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -6021355.500000 Penalty: 5299.799805
	Iteration 36Q: 3 clusters Score -6021356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -6021354.500000 Penalty: 5299.799805
	Iteration 37Q: 3 clusters Score -6021354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6021359.000000 Penalty: 5299.799805
	Iteration 38Q: 3 clusters Score -6021359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -6021368.000000 Penalty: 5299.799805
	Iteration 39Q: 3 clusters Score -6021368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -6021371.000000 Penalty: 5299.799805
	Iteration 40F: 3 clusters Score -6021371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -6021372.500000 Penalty: 5299.799805
	Iteration 41Q: 3 clusters Score -6021372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -6021377.500000 Penalty: 5299.799805
	Iteration 42Q: 3 clusters Score -6021378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -6021385.500000 Penalty: 5299.799805
	Iteration 43Q: 3 clusters Score -6021386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -6021388.000000 Penalty: 5299.799805
	Iteration 44Q: 3 clusters Score -6021388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -6021391.000000 Penalty: 5299.799805
	Iteration 45Q: 3 clusters Score -6021391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -6021387.000000 Penalty: 5299.799805
	Iteration 46Q: 3 clusters Score -6021387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -6021389.000000 Penalty: 5299.799805
	Iteration 47Q: 3 clusters Score -6021389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -6021387.500000 Penalty: 5299.799805
	Iteration 48Q: 3 clusters Score -6021388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6021384.500000 Penalty: 5299.799805
	Iteration 49Q: 3 clusters Score -6021384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6021384.500000 Penalty: 5299.799805
	Iteration 50F: 3 clusters Score -6021384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26714.970703 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26714.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26871.251953 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26871.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26931.982422 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -26931.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26957.404297 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -26957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26966.525391 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -26966.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26970.478516 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -26970.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26970.478516 Penalty: 2744.561279
	Iteration 6F: 3 clusters Score -26970.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46917.796875 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -46917.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47088.621094 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47088.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47169.828125 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -47169.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47202.007812 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -47202.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47228.820312 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -47228.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47261.554688 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47261.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47333.648438 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47333.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47406.933594 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47406.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47473.398438 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -47473.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47542.699219 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -47542.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47610.527344 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -47610.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47638.000000 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -47638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47653.156250 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -47653.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47666.500000 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -47666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47682.589844 Penalty: 2935.771240
	Iteration 14Q: 3 clusters Score -47682.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47700.093750 Penalty: 2935.771240
	Iteration 15Q: 3 clusters Score -47700.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47728.738281 Penalty: 2935.771240
	Iteration 16Q: 3 clusters Score -47728.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47757.355469 Penalty: 2935.771240
	Iteration 17Q: 3 clusters Score -47757.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47843.320312 Penalty: 2935.771240
	Iteration 18Q: 3 clusters Score -47843.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47867.031250 Penalty: 2935.771240
	Iteration 19Q: 3 clusters Score -47867.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47884.113281 Penalty: 2935.771240
	Iteration 20F: 3 clusters Score -47884.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48096.226562 Penalty: 2935.771240
	Iteration 21Q: 3 clusters Score -48096.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48102.117188 Penalty: 2935.771240
	Iteration 22Q: 3 clusters Score -48102.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48102.117188 Penalty: 2935.771240
	Iteration 23F: 3 clusters Score -48102.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -313782.312500 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -313782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -311022.812500 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -311022.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -311491.500000 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -311491.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -311634.125000 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -311634.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -311699.000000 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -311699 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311746.750000 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -311746.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -311776.187500 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -311776.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -311795.343750 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -311795.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -311803.218750 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -311803.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -311815.812500 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -311815.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -311832.187500 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -311832.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -311843.250000 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -311843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -311851.093750 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -311851.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -311857.156250 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -311857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -311860.625000 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -311860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -311865.000000 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -311865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -311869.437500 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -311869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -311873.687500 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -311873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -311876.718750 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -311876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -311877.281250 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -311877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -311878.812500 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -311878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -311879.968750 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -311880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -311880.750000 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -311880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -311880.750000 Penalty: 3810.511230
	Iteration 22F: 3 clusters Score -311880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -305098.281250 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -305098.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -302460.062500 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -302460.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -303005.218750 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -303005.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -303235.187500 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -303235.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303470.781250 Penalty: 3790.215820
	Iteration 3F: 3 clusters Score -303470.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -303684.593750 Penalty: 3790.215820
	Iteration 4F: 3 clusters Score -303684.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -303875.875000 Penalty: 3790.215820
	Iteration 5F: 3 clusters Score -303875.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -304029.781250 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -304029.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -304147.781250 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -304147.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -304221.625000 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -304221.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -304267.031250 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -304267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304299.218750 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -304299.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -304322.468750 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -304322.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304341.156250 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -304341.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -304362.781250 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -304362.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -304376.593750 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -304376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -304392.187500 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -304392.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -304404.718750 Penalty: 3790.215820
	Iteration 16Q: 3 clusters Score -304404.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -304413.906250 Penalty: 3790.215820
	Iteration 17Q: 3 clusters Score -304413.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -304423.906250 Penalty: 3790.215820
	Iteration 18Q: 3 clusters Score -304423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -304434.562500 Penalty: 3790.215820
	Iteration 19Q: 3 clusters Score -304434.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -304449.000000 Penalty: 3790.215820
	Iteration 20F: 3 clusters Score -304449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -304466.406250 Penalty: 3790.215820
	Iteration 21Q: 3 clusters Score -304466.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -304488.593750 Penalty: 3790.215820
	Iteration 22Q: 3 clusters Score -304488.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -304510.437500 Penalty: 3790.215820
	Iteration 23Q: 3 clusters Score -304510.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -304528.656250 Penalty: 3790.215820
	Iteration 24Q: 3 clusters Score -304528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -304546.781250 Penalty: 3790.215820
	Iteration 25Q: 3 clusters Score -304546.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -304565.031250 Penalty: 3790.215820
	Iteration 26Q: 3 clusters Score -304565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -304583.375000 Penalty: 3790.215820
	Iteration 27Q: 3 clusters Score -304583.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -304596.812500 Penalty: 3790.215820
	Iteration 28Q: 3 clusters Score -304596.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -304609.062500 Penalty: 3790.215820
	Iteration 29Q: 3 clusters Score -304609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -304615.343750 Penalty: 3790.215820
	Iteration 30Q: 3 clusters Score -304615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -304619.500000 Penalty: 3790.215820
	Iteration 31Q: 3 clusters Score -304619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -304621.843750 Penalty: 3790.215820
	Iteration 32Q: 3 clusters Score -304621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -304624.781250 Penalty: 3790.215820
	Iteration 33Q: 3 clusters Score -304624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -304626.000000 Penalty: 3790.215820
	Iteration 34Q: 3 clusters Score -304626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -304626.000000 Penalty: 3790.215820
	Iteration 35F: 3 clusters Score -304626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65869 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148503 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203116 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488512.000000 Penalty: 119653.656250
Iteration 319Q: 37 clusters Score -9.548851e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65871 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148488 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203135 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488608.000000 Penalty: 119653.656250
Iteration 320F: 37 clusters Score -9.548861e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34167 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65875 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148472 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203151 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488608.000000 Penalty: 119653.656250
Iteration 321Q: 37 clusters Score -9.548861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34165 members 
Mstep: Class 11 contains 9495 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65876 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148461 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203162 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488648.000000 Penalty: 119653.656250
Iteration 322Q: 37 clusters Score -9.548865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34165 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65876 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148458 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203165 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488664.000000 Penalty: 119653.656250
Iteration 323Q: 37 clusters Score -9.548866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34164 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65876 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148450 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203172 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488680.000000 Penalty: 119653.656250
Iteration 324Q: 37 clusters Score -9.548868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34164 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65877 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148434 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203186 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488680.000000 Penalty: 119653.656250
Iteration 325Q: 37 clusters Score -9.548868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 3683 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65879 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148422 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203196 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488728.000000 Penalty: 119653.656250
Iteration 326Q: 37 clusters Score -9.548873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65881 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148419 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203194 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488672.000000 Penalty: 119653.656250
Iteration 327Q: 37 clusters Score -9.548867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6426 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 34164 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65883 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148412 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203200 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488656.000000 Penalty: 119653.656250
Iteration 328Q: 37 clusters Score -9.548866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34166 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148412 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203199 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488632.000000 Penalty: 119653.656250
Iteration 329Q: 37 clusters Score -9.548863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 34167 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148410 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203201 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488576.000000 Penalty: 119653.656250
Iteration 330Q: 37 clusters Score -9.548858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34165 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148415 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203197 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488568.000000 Penalty: 119653.656250
Iteration 331Q: 37 clusters Score -9.548857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34162 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148415 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203203 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488584.000000 Penalty: 119653.656250
Iteration 332Q: 37 clusters Score -9.548858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34162 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148416 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203201 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488584.000000 Penalty: 119653.656250
Iteration 333Q: 37 clusters Score -9.548858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34161 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148417 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203201 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488544.000000 Penalty: 119653.656250
Iteration 334Q: 37 clusters Score -9.548854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34162 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65884 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148417 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203199 members 
Mstep: Class 33 contains 43700 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488520.000000 Penalty: 119653.656250
Iteration 335Q: 37 clusters Score -9.548852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148417 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203195 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488528.000000 Penalty: 119653.656250
Iteration 336Q: 37 clusters Score -9.548853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148413 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203199 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488496.000000 Penalty: 119653.656250
Iteration 337Q: 37 clusters Score -9.54885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34165 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148416 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203195 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488472.000000 Penalty: 119653.656250
Iteration 338Q: 37 clusters Score -9.548847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34166 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46118 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148416 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203194 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488528.000000 Penalty: 119653.656250
Iteration 339Q: 37 clusters Score -9.548853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34167 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46117 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148412 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203197 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488544.000000 Penalty: 119653.656250
Iteration 340F: 37 clusters Score -9.548854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34167 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148412 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203200 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488576.000000 Penalty: 119653.656250
Iteration 341Q: 37 clusters Score -9.548858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 34167 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65888 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148414 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203200 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488592.000000 Penalty: 119653.656250
Iteration 342Q: 37 clusters Score -9.548859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 34168 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65888 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148409 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203205 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488576.000000 Penalty: 119653.656250
Iteration 343Q: 37 clusters Score -9.548858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148416 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203198 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488616.000000 Penalty: 119653.656250
Iteration 344Q: 37 clusters Score -9.548862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34169 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148423 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203193 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488656.000000 Penalty: 119653.656250
Iteration 345Q: 37 clusters Score -9.548866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148418 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203196 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488600.000000 Penalty: 119653.656250
Iteration 346Q: 37 clusters Score -9.54886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148427 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203187 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488608.000000 Penalty: 119653.656250
Iteration 347Q: 37 clusters Score -9.548861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148431 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203184 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488584.000000 Penalty: 119653.656250
Iteration 348Q: 37 clusters Score -9.548858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34169 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148437 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203179 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488608.000000 Penalty: 119653.656250
Iteration 349Q: 37 clusters Score -9.548861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148435 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203179 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488664.000000 Penalty: 119653.656250
Iteration 350Q: 37 clusters Score -9.548866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148433 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 203178 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488624.000000 Penalty: 119653.656250
Iteration 351Q: 37 clusters Score -9.548862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148431 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1526 members 
Mstep: Class 32 contains 203179 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488632.000000 Penalty: 119653.656250
Iteration 352Q: 37 clusters Score -9.548863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148430 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203182 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488624.000000 Penalty: 119653.656250
Iteration 353Q: 37 clusters Score -9.548862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148429 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203184 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488672.000000 Penalty: 119653.656250
Iteration 354Q: 37 clusters Score -9.548867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 65889 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148433 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203183 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488696.000000 Penalty: 119653.656250
Iteration 355Q: 37 clusters Score -9.54887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148431 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203183 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488648.000000 Penalty: 119653.656250
Iteration 356Q: 37 clusters Score -9.548865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148434 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203181 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488640.000000 Penalty: 119653.656250
Iteration 357Q: 37 clusters Score -9.548864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148438 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203177 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488680.000000 Penalty: 119653.656250
Iteration 358Q: 37 clusters Score -9.548868e+07 nChanged 7
Entering ConstructFrom: 
Score: -95488680.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -674907.375000 Penalty: 2101.156494
	Iteration 0F: 2 clusters Score -674907.4 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 2343 members 
Entering Unmasked Estep 
Score: -670544.250000 Penalty: 4202.312988
	Iteration 0F: 3 clusters Score -670544.2 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -671660.062500 Penalty: 4202.312988
	Iteration 1F: 3 clusters Score -671660.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -671890.937500 Penalty: 4202.312988
	Iteration 2F: 3 clusters Score -671890.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -672041.187500 Penalty: 4202.312988
	Iteration 3F: 3 clusters Score -672041.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -672154.062500 Penalty: 4202.312988
	Iteration 4Q: 3 clusters Score -672154.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -672256.375000 Penalty: 4202.312988
	Iteration 5Q: 3 clusters Score -672256.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -672339.562500 Penalty: 4202.312988
	Iteration 6Q: 3 clusters Score -672339.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -672404.062500 Penalty: 4202.312988
	Iteration 7Q: 3 clusters Score -672404.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -672474.937500 Penalty: 4202.312988
	Iteration 8Q: 3 clusters Score -672474.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -672538.187500 Penalty: 4202.312988
	Iteration 9Q: 3 clusters Score -672538.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -672602.437500 Penalty: 4202.312988
	Iteration 10Q: 3 clusters Score -672602.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -672651.562500 Penalty: 4202.312988
	Iteration 11Q: 3 clusters Score -672651.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -672695.437500 Penalty: 4202.312988
	Iteration 12Q: 3 clusters Score -672695.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -672745.625000 Penalty: 4202.312988
	Iteration 13Q: 3 clusters Score -672745.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -672786.375000 Penalty: 4202.312988
	Iteration 14Q: 3 clusters Score -672786.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -672840.437500 Penalty: 4202.312988
	Iteration 15Q: 3 clusters Score -672840.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -672895.062500 Penalty: 4202.312988
	Iteration 16Q: 3 clusters Score -672895.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -672959.875000 Penalty: 4202.312988
	Iteration 17Q: 3 clusters Score -672959.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -673032.125000 Penalty: 4202.312988
	Iteration 18Q: 3 clusters Score -673032.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -673104.187500 Penalty: 4202.312988
	Iteration 19Q: 3 clusters Score -673104.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -673170.437500 Penalty: 4202.312988
	Iteration 20F: 3 clusters Score -673170.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -673246.625000 Penalty: 4202.312988
	Iteration 21Q: 3 clusters Score -673246.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -673330.187500 Penalty: 4202.312988
	Iteration 22Q: 3 clusters Score -673330.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -673419.562500 Penalty: 4202.312988
	Iteration 23Q: 3 clusters Score -673419.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -673493.937500 Penalty: 4202.312988
	Iteration 24Q: 3 clusters Score -673493.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -673552.187500 Penalty: 4202.312988
	Iteration 25Q: 3 clusters Score -673552.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -673586.187500 Penalty: 4202.312988
	Iteration 26Q: 3 clusters Score -673586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -673609.250000 Penalty: 4202.312988
	Iteration 27Q: 3 clusters Score -673609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -673631.687500 Penalty: 4202.312988
	Iteration 28Q: 3 clusters Score -673631.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -673642.187500 Penalty: 4202.312988
	Iteration 29Q: 3 clusters Score -673642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -673649.437500 Penalty: 4202.312988
	Iteration 30Q: 3 clusters Score -673649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -673657.750000 Penalty: 4202.312988
	Iteration 31Q: 3 clusters Score -673657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -673662.937500 Penalty: 4202.312988
	Iteration 32Q: 3 clusters Score -673662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -673666.062500 Penalty: 4202.312988
	Iteration 33Q: 3 clusters Score -673666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -673672.937500 Penalty: 4202.312988
	Iteration 34Q: 3 clusters Score -673672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -673681.062500 Penalty: 4202.312988
	Iteration 35Q: 3 clusters Score -673681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -673683.500000 Penalty: 4202.312988
	Iteration 36Q: 3 clusters Score -673683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -673684.437500 Penalty: 4202.312988
	Iteration 37Q: 3 clusters Score -673684.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -673684.437500 Penalty: 4202.312988
	Iteration 38F: 3 clusters Score -673684.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Entering Unmasked Estep 
Score: -2295912.750000 Penalty: 2395.841553
	Iteration 0F: 2 clusters Score -2295913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2284522.750000 Penalty: 4791.683105
	Iteration 0F: 3 clusters Score -2284523 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2288283.250000 Penalty: 4791.683105
	Iteration 1F: 3 clusters Score -2288283 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2288652.750000 Penalty: 4791.683105
	Iteration 2F: 3 clusters Score -2288653 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2288999.750000 Penalty: 4791.683105
	Iteration 3Q: 3 clusters Score -2289000 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2289348.750000 Penalty: 4791.683105
	Iteration 4Q: 3 clusters Score -2289349 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2289733.500000 Penalty: 4791.683105
	Iteration 5Q: 3 clusters Score -2289734 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2290154.250000 Penalty: 4791.683105
	Iteration 6Q: 3 clusters Score -2290154 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2290731.250000 Penalty: 4791.683105
	Iteration 7F: 3 clusters Score -2290731 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2291319.000000 Penalty: 4791.683105
	Iteration 8F: 3 clusters Score -2291319 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2291932.250000 Penalty: 4791.683105
	Iteration 9F: 3 clusters Score -2291932 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2292461.250000 Penalty: 4791.683105
	Iteration 10Q: 3 clusters Score -2292461 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2292875.750000 Penalty: 4791.683105
	Iteration 11Q: 3 clusters Score -2292876 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2293150.250000 Penalty: 4791.683105
	Iteration 12Q: 3 clusters Score -2293150 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2293342.750000 Penalty: 4791.683105
	Iteration 13Q: 3 clusters Score -2293343 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2293474.500000 Penalty: 4791.683105
	Iteration 14Q: 3 clusters Score -2293474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2293562.500000 Penalty: 4791.683105
	Iteration 15Q: 3 clusters Score -2293562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2293627.250000 Penalty: 4791.683105
	Iteration 16Q: 3 clusters Score -2293627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2293672.500000 Penalty: 4791.683105
	Iteration 17Q: 3 clusters Score -2293672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2293708.250000 Penalty: 4791.683105
	Iteration 18Q: 3 clusters Score -2293708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2293731.250000 Penalty: 4791.683105
	Iteration 19Q: 3 clusters Score -2293731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2293749.250000 Penalty: 4791.683105
	Iteration 20F: 3 clusters Score -2293749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2293761.000000 Penalty: 4791.683105
	Iteration 21Q: 3 clusters Score -2293761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2293780.750000 Penalty: 4791.683105
	Iteration 22Q: 3 clusters Score -2293781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2293791.500000 Penalty: 4791.683105
	Iteration 23Q: 3 clusters Score -2293792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2293809.750000 Penalty: 4791.683105
	Iteration 24Q: 3 clusters Score -2293810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2293825.500000 Penalty: 4791.683105
	Iteration 25Q: 3 clusters Score -2293826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2293840.250000 Penalty: 4791.683105
	Iteration 26Q: 3 clusters Score -2293840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2293851.750000 Penalty: 4791.683105
	Iteration 27Q: 3 clusters Score -2293852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2293859.000000 Penalty: 4791.683105
	Iteration 28Q: 3 clusters Score -2293859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2293861.500000 Penalty: 4791.683105
	Iteration 29Q: 3 clusters Score -2293862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2293861.500000 Penalty: 4791.683105
	Iteration 30F: 3 clusters Score -2293862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -532740.125000 Penalty: 2036.515137
	Iteration 0F: 2 clusters Score -532740.1 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 1889 members 
Entering Unmasked Estep 
Score: -529025.000000 Penalty: 4073.030273
	Iteration 0F: 3 clusters Score -529025 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -529916.937500 Penalty: 4073.030273
	Iteration 1F: 3 clusters Score -529916.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -530217.000000 Penalty: 4073.030273
	Iteration 2F: 3 clusters Score -530217 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -530418.375000 Penalty: 4073.030273
	Iteration 3F: 3 clusters Score -530418.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -530541.375000 Penalty: 4073.030273
	Iteration 4Q: 3 clusters Score -530541.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -530625.625000 Penalty: 4073.030273
	Iteration 5Q: 3 clusters Score -530625.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -530703.625000 Penalty: 4073.030273
	Iteration 6Q: 3 clusters Score -530703.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -530763.625000 Penalty: 4073.030273
	Iteration 7Q: 3 clusters Score -530763.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -530833.437500 Penalty: 4073.030273
	Iteration 8Q: 3 clusters Score -530833.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -530889.562500 Penalty: 4073.030273
	Iteration 9Q: 3 clusters Score -530889.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -530940.937500 Penalty: 4073.030273
	Iteration 10Q: 3 clusters Score -530940.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -530984.062500 Penalty: 4073.030273
	Iteration 11Q: 3 clusters Score -530984.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -531025.125000 Penalty: 4073.030273
	Iteration 12Q: 3 clusters Score -531025.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -531060.437500 Penalty: 4073.030273
	Iteration 13Q: 3 clusters Score -531060.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -531089.312500 Penalty: 4073.030273
	Iteration 14Q: 3 clusters Score -531089.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -531109.937500 Penalty: 4073.030273
	Iteration 15Q: 3 clusters Score -531109.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -531135.875000 Penalty: 4073.030273
	Iteration 16Q: 3 clusters Score -531135.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -531151.187500 Penalty: 4073.030273
	Iteration 17Q: 3 clusters Score -531151.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -531160.312500 Penalty: 4073.030273
	Iteration 18Q: 3 clusters Score -531160.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -531169.500000 Penalty: 4073.030273
	Iteration 19Q: 3 clusters Score -531169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -531175.250000 Penalty: 4073.030273
	Iteration 20F: 3 clusters Score -531175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -531180.312500 Penalty: 4073.030273
	Iteration 21Q: 3 clusters Score -531180.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -531185.375000 Penalty: 4073.030273
	Iteration 22Q: 3 clusters Score -531185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -531189.250000 Penalty: 4073.030273
	Iteration 23Q: 3 clusters Score -531189.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -531193.750000 Penalty: 4073.030273
	Iteration 24Q: 3 clusters Score -531193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -531198.875000 Penalty: 4073.030273
	Iteration 25Q: 3 clusters Score -531198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -531203.000000 Penalty: 4073.030273
	Iteration 26Q: 3 clusters Score -531203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -531207.812500 Penalty: 4073.030273
	Iteration 27Q: 3 clusters Score -531207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -531208.750000 Penalty: 4073.030273
	Iteration 28Q: 3 clusters Score -531208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -531210.187500 Penalty: 4073.030273
	Iteration 29Q: 3 clusters Score -531210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -531210.500000 Penalty: 4073.030273
	Iteration 30Q: 3 clusters Score -531210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -531210.500000 Penalty: 4073.030273
	Iteration 31F: 3 clusters Score -531210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100362.703125 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100362.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100726.835938 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100726.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100863.765625 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -100863.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100990.546875 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -100990.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101085.132812 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -101085.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101166.062500 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -101166.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101237.125000 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -101237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101307.992188 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -101308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101397.789062 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -101397.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101512.125000 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -101512.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101614.296875 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -101614.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101750.296875 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -101750.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101876.757812 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -101876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101972.085938 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -101972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102031.187500 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -102031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102066.312500 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -102066.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102109.234375 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -102109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102135.546875 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -102135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102158.234375 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -102158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102165.046875 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -102165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102170.953125 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -102171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102172.546875 Penalty: 3324.172363
	Iteration 21Q: 3 clusters Score -102172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102173.601562 Penalty: 3324.172363
	Iteration 22Q: 3 clusters Score -102173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102173.601562 Penalty: 3324.172363
	Iteration 23F: 3 clusters Score -102173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148443 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203172 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
Score: -95486976.000000 Penalty: 122977.367188
Splitting cluster 4 changes total score from -95488680.000000 to -95486976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -1114420.750000 Penalty: 2214.861084
	Iteration 0F: 2 clusters Score -1114421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1108246.250000 Penalty: 4429.722168
	Iteration 0F: 3 clusters Score -1108246 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1109876.000000 Penalty: 4429.722168
	Iteration 1F: 3 clusters Score -1109876 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1110159.750000 Penalty: 4429.722168
	Iteration 2F: 3 clusters Score -1110160 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1110379.375000 Penalty: 4429.722168
	Iteration 3F: 3 clusters Score -1110379 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1110595.750000 Penalty: 4429.722168
	Iteration 4Q: 3 clusters Score -1110596 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1110821.750000 Penalty: 4429.722168
	Iteration 5Q: 3 clusters Score -1110822 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1111088.375000 Penalty: 4429.722168
	Iteration 6F: 3 clusters Score -1111088 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1111352.375000 Penalty: 4429.722168
	Iteration 7Q: 3 clusters Score -1111352 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1111649.375000 Penalty: 4429.722168
	Iteration 8Q: 3 clusters Score -1111649 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1111903.250000 Penalty: 4429.722168
	Iteration 9Q: 3 clusters Score -1111903 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1112133.500000 Penalty: 4429.722168
	Iteration 10Q: 3 clusters Score -1112134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1112290.375000 Penalty: 4429.722168
	Iteration 11Q: 3 clusters Score -1112290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1112410.750000 Penalty: 4429.722168
	Iteration 12Q: 3 clusters Score -1112411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1112491.375000 Penalty: 4429.722168
	Iteration 13Q: 3 clusters Score -1112491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1112551.750000 Penalty: 4429.722168
	Iteration 14Q: 3 clusters Score -1112552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1112587.625000 Penalty: 4429.722168
	Iteration 15Q: 3 clusters Score -1112588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1112610.375000 Penalty: 4429.722168
	Iteration 16Q: 3 clusters Score -1112610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1112642.875000 Penalty: 4429.722168
	Iteration 17Q: 3 clusters Score -1112643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1112667.250000 Penalty: 4429.722168
	Iteration 18Q: 3 clusters Score -1112667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1112684.375000 Penalty: 4429.722168
	Iteration 19Q: 3 clusters Score -1112684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1112693.000000 Penalty: 4429.722168
	Iteration 20F: 3 clusters Score -1112693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1112697.000000 Penalty: 4429.722168
	Iteration 21Q: 3 clusters Score -1112697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1112701.000000 Penalty: 4429.722168
	Iteration 22Q: 3 clusters Score -1112701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1112703.875000 Penalty: 4429.722168
	Iteration 23Q: 3 clusters Score -1112704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1112708.750000 Penalty: 4429.722168
	Iteration 24Q: 3 clusters Score -1112709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1112709.750000 Penalty: 4429.722168
	Iteration 25Q: 3 clusters Score -1112710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1112709.750000 Penalty: 4429.722168
	Iteration 26F: 3 clusters Score -1112710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Entering Unmasked Estep 
Score: -1554073.750000 Penalty: 2303.342773
	Iteration 0F: 2 clusters Score -1554074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1545889.250000 Penalty: 4606.685547
	Iteration 0F: 3 clusters Score -1545889 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1548412.500000 Penalty: 4606.685547
	Iteration 1F: 3 clusters Score -1548412 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1548764.125000 Penalty: 4606.685547
	Iteration 2F: 3 clusters Score -1548764 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1549015.625000 Penalty: 4606.685547
	Iteration 3F: 3 clusters Score -1549016 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1549258.375000 Penalty: 4606.685547
	Iteration 4Q: 3 clusters Score -1549258 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1549523.250000 Penalty: 4606.685547
	Iteration 5Q: 3 clusters Score -1549523 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1549760.750000 Penalty: 4606.685547
	Iteration 6Q: 3 clusters Score -1549761 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1550024.250000 Penalty: 4606.685547
	Iteration 7Q: 3 clusters Score -1550024 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1550315.000000 Penalty: 4606.685547
	Iteration 8Q: 3 clusters Score -1550315 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1550605.125000 Penalty: 4606.685547
	Iteration 9Q: 3 clusters Score -1550605 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1550882.375000 Penalty: 4606.685547
	Iteration 10Q: 3 clusters Score -1550882 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1551153.250000 Penalty: 4606.685547
	Iteration 11Q: 3 clusters Score -1551153 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1551394.625000 Penalty: 4606.685547
	Iteration 12Q: 3 clusters Score -1551395 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1551598.125000 Penalty: 4606.685547
	Iteration 13Q: 3 clusters Score -1551598 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1551758.250000 Penalty: 4606.685547
	Iteration 14Q: 3 clusters Score -1551758 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1551866.000000 Penalty: 4606.685547
	Iteration 15Q: 3 clusters Score -1551866 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1551939.125000 Penalty: 4606.685547
	Iteration 16Q: 3 clusters Score -1551939 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1552000.625000 Penalty: 4606.685547
	Iteration 17Q: 3 clusters Score -1552001 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1552053.375000 Penalty: 4606.685547
	Iteration 18Q: 3 clusters Score -1552053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1552092.750000 Penalty: 4606.685547
	Iteration 19Q: 3 clusters Score -1552093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1552119.250000 Penalty: 4606.685547
	Iteration 20F: 3 clusters Score -1552119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1552140.500000 Penalty: 4606.685547
	Iteration 21Q: 3 clusters Score -1552140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1552175.750000 Penalty: 4606.685547
	Iteration 22Q: 3 clusters Score -1552176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1552200.375000 Penalty: 4606.685547
	Iteration 23Q: 3 clusters Score -1552200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1552220.500000 Penalty: 4606.685547
	Iteration 24Q: 3 clusters Score -1552220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1552234.500000 Penalty: 4606.685547
	Iteration 25Q: 3 clusters Score -1552234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1552247.250000 Penalty: 4606.685547
	Iteration 26Q: 3 clusters Score -1552247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1552259.375000 Penalty: 4606.685547
	Iteration 27Q: 3 clusters Score -1552259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1552269.375000 Penalty: 4606.685547
	Iteration 28Q: 3 clusters Score -1552269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1552283.625000 Penalty: 4606.685547
	Iteration 29Q: 3 clusters Score -1552284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1552294.250000 Penalty: 4606.685547
	Iteration 30Q: 3 clusters Score -1552294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1552304.375000 Penalty: 4606.685547
	Iteration 31Q: 3 clusters Score -1552304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1552315.250000 Penalty: 4606.685547
	Iteration 32Q: 3 clusters Score -1552315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1552324.750000 Penalty: 4606.685547
	Iteration 33Q: 3 clusters Score -1552325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1552335.000000 Penalty: 4606.685547
	Iteration 34Q: 3 clusters Score -1552335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1552336.625000 Penalty: 4606.685547
	Iteration 35Q: 3 clusters Score -1552337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1552346.250000 Penalty: 4606.685547
	Iteration 36Q: 3 clusters Score -1552346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1552346.375000 Penalty: 4606.685547
	Iteration 37Q: 3 clusters Score -1552346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1552350.500000 Penalty: 4606.685547
	Iteration 38Q: 3 clusters Score -1552350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1552351.500000 Penalty: 4606.685547
	Iteration 39Q: 3 clusters Score -1552352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1552351.500000 Penalty: 4606.685547
	Iteration 40F: 3 clusters Score -1552352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1552349.750000 Penalty: 4606.685547
	Iteration 41Q: 3 clusters Score -1552350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1552350.250000 Penalty: 4606.685547
	Iteration 42Q: 3 clusters Score -1552350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1552350.125000 Penalty: 4606.685547
	Iteration 43Q: 3 clusters Score -1552350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1552354.625000 Penalty: 4606.685547
	Iteration 44Q: 3 clusters Score -1552355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1552360.500000 Penalty: 4606.685547
	Iteration 45Q: 3 clusters Score -1552360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1552363.125000 Penalty: 4606.685547
	Iteration 46Q: 3 clusters Score -1552363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1552366.250000 Penalty: 4606.685547
	Iteration 47Q: 3 clusters Score -1552366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1552366.125000 Penalty: 4606.685547
	Iteration 48Q: 3 clusters Score -1552366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1552365.875000 Penalty: 4606.685547
	Iteration 49Q: 3 clusters Score -1552366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1552365.875000 Penalty: 4606.685547
	Iteration 50Q: 3 clusters Score -1552366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1552366.250000 Penalty: 4606.685547
	Iteration 51Q: 3 clusters Score -1552366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1552367.375000 Penalty: 4606.685547
	Iteration 52Q: 3 clusters Score -1552367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1552368.750000 Penalty: 4606.685547
	Iteration 53Q: 3 clusters Score -1552369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1552369.500000 Penalty: 4606.685547
	Iteration 54Q: 3 clusters Score -1552370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1552369.125000 Penalty: 4606.685547
	Iteration 55Q: 3 clusters Score -1552369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1552369.375000 Penalty: 4606.685547
	Iteration 56Q: 3 clusters Score -1552369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1552369.750000 Penalty: 4606.685547
	Iteration 57Q: 3 clusters Score -1552370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1552369.750000 Penalty: 4606.685547
	Iteration 58F: 3 clusters Score -1552370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -889530.687500 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -889530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -884143.750000 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -884143.8 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -885630.312500 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -885630.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -886126.812500 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -886126.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -886572.250000 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -886572.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -886955.687500 Penalty: 4348.904297
	Iteration 4F: 3 clusters Score -886955.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -887277.187500 Penalty: 4348.904297
	Iteration 5F: 3 clusters Score -887277.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -887545.062500 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -887545.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -887803.187500 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -887803.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -887977.312500 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -887977.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -888068.562500 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -888068.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -888120.187500 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -888120.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -888150.312500 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -888150.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -888175.875000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -888175.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -888191.437500 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -888191.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -888200.875000 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -888200.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -888210.187500 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -888210.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -888216.875000 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -888216.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -888222.562500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -888222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -888228.500000 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -888228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -888233.375000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -888233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -888235.375000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -888235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -888237.437500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -888237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -888236.625000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -888236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -888238.437500 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -888238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -888240.000000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -888240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -888241.312500 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -888241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -888239.562500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -888239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -888240.875000 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -888240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -888240.687500 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -888240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -888240.625000 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -888240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -888240.625000 Penalty: 4348.904297
	Iteration 30F: 3 clusters Score -888240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -412072.031250 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -412072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -408872.406250 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -408872.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -409454.718750 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -409454.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -409612.531250 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -409612.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -409710.500000 Penalty: 3945.890869
	Iteration 3Q: 3 clusters Score -409710.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -409772.687500 Penalty: 3945.890869
	Iteration 4Q: 3 clusters Score -409772.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -409815.843750 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -409815.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -409857.468750 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -409857.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -409885.906250 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -409885.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409914.906250 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -409914.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -409940.312500 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -409940.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -409962.343750 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -409962.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -409990.812500 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -409990.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -410023.718750 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -410023.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -410055.625000 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -410055.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -410086.125000 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -410086.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -410114.000000 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -410114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -410144.062500 Penalty: 3945.890869
	Iteration 16Q: 3 clusters Score -410144.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -410166.031250 Penalty: 3945.890869
	Iteration 17Q: 3 clusters Score -410166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -410187.000000 Penalty: 3945.890869
	Iteration 18Q: 3 clusters Score -410187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -410204.718750 Penalty: 3945.890869
	Iteration 19Q: 3 clusters Score -410204.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -410223.250000 Penalty: 3945.890869
	Iteration 20F: 3 clusters Score -410223.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -410244.937500 Penalty: 3945.890869
	Iteration 21Q: 3 clusters Score -410244.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -410258.687500 Penalty: 3945.890869
	Iteration 22Q: 3 clusters Score -410258.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -410276.000000 Penalty: 3945.890869
	Iteration 23Q: 3 clusters Score -410276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -410292.031250 Penalty: 3945.890869
	Iteration 24Q: 3 clusters Score -410292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -410309.343750 Penalty: 3945.890869
	Iteration 25Q: 3 clusters Score -410309.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -410325.843750 Penalty: 3945.890869
	Iteration 26Q: 3 clusters Score -410325.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -410340.218750 Penalty: 3945.890869
	Iteration 27Q: 3 clusters Score -410340.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -410355.875000 Penalty: 3945.890869
	Iteration 28Q: 3 clusters Score -410355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -410377.281250 Penalty: 3945.890869
	Iteration 29Q: 3 clusters Score -410377.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -410398.593750 Penalty: 3945.890869
	Iteration 30Q: 3 clusters Score -410398.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -410418.156250 Penalty: 3945.890869
	Iteration 31Q: 3 clusters Score -410418.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -410435.062500 Penalty: 3945.890869
	Iteration 32Q: 3 clusters Score -410435.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -410457.656250 Penalty: 3945.890869
	Iteration 33Q: 3 clusters Score -410457.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -410474.031250 Penalty: 3945.890869
	Iteration 34Q: 3 clusters Score -410474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -410493.218750 Penalty: 3945.890869
	Iteration 35Q: 3 clusters Score -410493.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -410503.000000 Penalty: 3945.890869
	Iteration 36Q: 3 clusters Score -410503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -410514.562500 Penalty: 3945.890869
	Iteration 37Q: 3 clusters Score -410514.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -410519.406250 Penalty: 3945.890869
	Iteration 38Q: 3 clusters Score -410519.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -410524.843750 Penalty: 3945.890869
	Iteration 39Q: 3 clusters Score -410524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -410526.593750 Penalty: 3945.890869
	Iteration 40F: 3 clusters Score -410526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -410526.718750 Penalty: 3945.890869
	Iteration 41Q: 3 clusters Score -410526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -410528.406250 Penalty: 3945.890869
	Iteration 42Q: 3 clusters Score -410528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -410533.406250 Penalty: 3945.890869
	Iteration 43Q: 3 clusters Score -410533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -410537.500000 Penalty: 3945.890869
	Iteration 44Q: 3 clusters Score -410537.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -410542.937500 Penalty: 3945.890869
	Iteration 45Q: 3 clusters Score -410542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -410543.343750 Penalty: 3945.890869
	Iteration 46Q: 3 clusters Score -410543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -410545.062500 Penalty: 3945.890869
	Iteration 47Q: 3 clusters Score -410545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -410548.406250 Penalty: 3945.890869
	Iteration 48Q: 3 clusters Score -410548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -410551.656250 Penalty: 3945.890869
	Iteration 49Q: 3 clusters Score -410551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -410556.312500 Penalty: 3945.890869
	Iteration 50Q: 3 clusters Score -410556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -410558.593750 Penalty: 3945.890869
	Iteration 51Q: 3 clusters Score -410558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -410562.375000 Penalty: 3945.890869
	Iteration 52Q: 3 clusters Score -410562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -410563.468750 Penalty: 3945.890869
	Iteration 53Q: 3 clusters Score -410563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -410565.312500 Penalty: 3945.890869
	Iteration 54Q: 3 clusters Score -410565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -410565.406250 Penalty: 3945.890869
	Iteration 55Q: 3 clusters Score -410565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -410565.781250 Penalty: 3945.890869
	Iteration 56Q: 3 clusters Score -410565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -410566.562500 Penalty: 3945.890869
	Iteration 57Q: 3 clusters Score -410566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -410567.781250 Penalty: 3945.890869
	Iteration 58Q: 3 clusters Score -410567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -410567.656250 Penalty: 3945.890869
	Iteration 59Q: 3 clusters Score -410567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -410570.718750 Penalty: 3945.890869
	Iteration 60F: 3 clusters Score -410570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -540544.875000 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -540544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -536885.125000 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -536885.1 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -537599.500000 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -537599.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -537752.000000 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -537752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -537839.875000 Penalty: 4064.063721
	Iteration 3Q: 3 clusters Score -537839.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -537919.625000 Penalty: 4064.063721
	Iteration 4Q: 3 clusters Score -537919.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -537969.750000 Penalty: 4064.063721
	Iteration 5Q: 3 clusters Score -537969.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -538011.875000 Penalty: 4064.063721
	Iteration 6Q: 3 clusters Score -538011.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -538040.812500 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -538040.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -538074.812500 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -538074.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -538102.125000 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -538102.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -538125.500000 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -538125.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -538140.375000 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -538140.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -538161.875000 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -538161.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -538180.875000 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -538180.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -538193.812500 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -538193.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -538205.000000 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -538205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -538214.625000 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -538214.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -538222.937500 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -538222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -538227.500000 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -538227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -538232.625000 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -538232.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -538238.687500 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -538238.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -538244.250000 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -538244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -538251.437500 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -538251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -538256.625000 Penalty: 4064.063721
	Iteration 23Q: 3 clusters Score -538256.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -538262.437500 Penalty: 4064.063721
	Iteration 24Q: 3 clusters Score -538262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -538263.687500 Penalty: 4064.063721
	Iteration 25Q: 3 clusters Score -538263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -538264.750000 Penalty: 4064.063721
	Iteration 26Q: 3 clusters Score -538264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -538266.375000 Penalty: 4064.063721
	Iteration 27Q: 3 clusters Score -538266.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -538270.250000 Penalty: 4064.063721
	Iteration 28Q: 3 clusters Score -538270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -538272.062500 Penalty: 4064.063721
	Iteration 29Q: 3 clusters Score -538272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -538274.187500 Penalty: 4064.063721
	Iteration 30Q: 3 clusters Score -538274.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -538279.875000 Penalty: 4064.063721
	Iteration 31Q: 3 clusters Score -538279.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -538285.562500 Penalty: 4064.063721
	Iteration 32Q: 3 clusters Score -538285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -538291.062500 Penalty: 4064.063721
	Iteration 33Q: 3 clusters Score -538291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -538297.687500 Penalty: 4064.063721
	Iteration 34Q: 3 clusters Score -538297.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -538301.312500 Penalty: 4064.063721
	Iteration 35Q: 3 clusters Score -538301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -538304.500000 Penalty: 4064.063721
	Iteration 36Q: 3 clusters Score -538304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -538307.687500 Penalty: 4064.063721
	Iteration 37Q: 3 clusters Score -538307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -538310.625000 Penalty: 4064.063721
	Iteration 38Q: 3 clusters Score -538310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -538312.125000 Penalty: 4064.063721
	Iteration 39Q: 3 clusters Score -538312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -538313.250000 Penalty: 4064.063721
	Iteration 40F: 3 clusters Score -538313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -538314.500000 Penalty: 4064.063721
	Iteration 41Q: 3 clusters Score -538314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -538316.375000 Penalty: 4064.063721
	Iteration 42Q: 3 clusters Score -538316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -538318.125000 Penalty: 4064.063721
	Iteration 43Q: 3 clusters Score -538318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -538319.187500 Penalty: 4064.063721
	Iteration 44Q: 3 clusters Score -538319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -538320.937500 Penalty: 4064.063721
	Iteration 45Q: 3 clusters Score -538320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -538321.062500 Penalty: 4064.063721
	Iteration 46Q: 3 clusters Score -538321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -538323.187500 Penalty: 4064.063721
	Iteration 47Q: 3 clusters Score -538323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -538326.625000 Penalty: 4064.063721
	Iteration 48Q: 3 clusters Score -538326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -538330.187500 Penalty: 4064.063721
	Iteration 49Q: 3 clusters Score -538330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -538331.937500 Penalty: 4064.063721
	Iteration 50Q: 3 clusters Score -538331.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -538336.937500 Penalty: 4064.063721
	Iteration 51Q: 3 clusters Score -538336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -538340.687500 Penalty: 4064.063721
	Iteration 52Q: 3 clusters Score -538340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -538346.250000 Penalty: 4064.063721
	Iteration 53Q: 3 clusters Score -538346.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -538354.000000 Penalty: 4064.063721
	Iteration 54Q: 3 clusters Score -538354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -538358.750000 Penalty: 4064.063721
	Iteration 55Q: 3 clusters Score -538358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -538362.062500 Penalty: 4064.063721
	Iteration 56Q: 3 clusters Score -538362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -538367.625000 Penalty: 4064.063721
	Iteration 57Q: 3 clusters Score -538367.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -538370.625000 Penalty: 4064.063721
	Iteration 58Q: 3 clusters Score -538370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -538373.750000 Penalty: 4064.063721
	Iteration 59Q: 3 clusters Score -538373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -538382.000000 Penalty: 4064.063721
	Iteration 60F: 3 clusters Score -538382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -538389.875000 Penalty: 4064.063721
	Iteration 61Q: 3 clusters Score -538389.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -538396.000000 Penalty: 4064.063721
	Iteration 62Q: 3 clusters Score -538396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -538407.125000 Penalty: 4064.063721
	Iteration 63Q: 3 clusters Score -538407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -538416.687500 Penalty: 4064.063721
	Iteration 64Q: 3 clusters Score -538416.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -538425.875000 Penalty: 4064.063721
	Iteration 65Q: 3 clusters Score -538425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -538434.187500 Penalty: 4064.063721
	Iteration 66Q: 3 clusters Score -538434.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -538442.375000 Penalty: 4064.063721
	Iteration 67Q: 3 clusters Score -538442.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -538450.187500 Penalty: 4064.063721
	Iteration 68Q: 3 clusters Score -538450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -538455.000000 Penalty: 4064.063721
	Iteration 69Q: 3 clusters Score -538455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -538458.125000 Penalty: 4064.063721
	Iteration 70Q: 3 clusters Score -538458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -538460.437500 Penalty: 4064.063721
	Iteration 71Q: 3 clusters Score -538460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -538464.125000 Penalty: 4064.063721
	Iteration 72Q: 3 clusters Score -538464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -538467.000000 Penalty: 4064.063721
	Iteration 73Q: 3 clusters Score -538467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -538469.000000 Penalty: 4064.063721
	Iteration 74Q: 3 clusters Score -538469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -538470.375000 Penalty: 4064.063721
	Iteration 75Q: 3 clusters Score -538470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -538472.312500 Penalty: 4064.063721
	Iteration 76Q: 3 clusters Score -538472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -538474.500000 Penalty: 4064.063721
	Iteration 77Q: 3 clusters Score -538474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -538476.250000 Penalty: 4064.063721
	Iteration 78Q: 3 clusters Score -538476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -538479.187500 Penalty: 4064.063721
	Iteration 79Q: 3 clusters Score -538479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -538483.500000 Penalty: 4064.063721
	Iteration 80F: 3 clusters Score -538483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -538486.812500 Penalty: 4064.063721
	Iteration 81Q: 3 clusters Score -538486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -538487.750000 Penalty: 4064.063721
	Iteration 82Q: 3 clusters Score -538487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -538489.125000 Penalty: 4064.063721
	Iteration 83Q: 3 clusters Score -538489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -538489.125000 Penalty: 4064.063721
	Iteration 84Q: 3 clusters Score -538489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -538489.687500 Penalty: 4064.063721
	Iteration 85Q: 3 clusters Score -538489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -538490.125000 Penalty: 4064.063721
	Iteration 86Q: 3 clusters Score -538490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -538490.125000 Penalty: 4064.063721
	Iteration 87F: 3 clusters Score -538490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Entering Unmasked Estep 
Score: -5038636.500000 Penalty: 2588.904785
	Iteration 0F: 2 clusters Score -5038636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5015366.000000 Penalty: 5177.809570
	Iteration 0F: 3 clusters Score -5015366 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -5023693.500000 Penalty: 5177.809570
	Iteration 1F: 3 clusters Score -5023694 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -5024102.500000 Penalty: 5177.809570
	Iteration 2Q: 3 clusters Score -5024102 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5024422.000000 Penalty: 5177.809570
	Iteration 3Q: 3 clusters Score -5024422 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5024673.000000 Penalty: 5177.809570
	Iteration 4Q: 3 clusters Score -5024673 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -5024926.000000 Penalty: 5177.809570
	Iteration 5Q: 3 clusters Score -5024926 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -5025184.500000 Penalty: 5177.809570
	Iteration 6Q: 3 clusters Score -5025184 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -5025399.000000 Penalty: 5177.809570
	Iteration 7Q: 3 clusters Score -5025399 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -5025684.000000 Penalty: 5177.809570
	Iteration 8Q: 3 clusters Score -5025684 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -5026133.500000 Penalty: 5177.809570
	Iteration 9Q: 3 clusters Score -5026134 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5026677.000000 Penalty: 5177.809570
	Iteration 10Q: 3 clusters Score -5026677 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5027408.000000 Penalty: 5177.809570
	Iteration 11Q: 3 clusters Score -5027408 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -5028389.000000 Penalty: 5177.809570
	Iteration 12Q: 3 clusters Score -5028389 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -5029464.500000 Penalty: 5177.809570
	Iteration 13Q: 3 clusters Score -5029464 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5030537.500000 Penalty: 5177.809570
	Iteration 14Q: 3 clusters Score -5030538 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -5031514.000000 Penalty: 5177.809570
	Iteration 15Q: 3 clusters Score -5031514 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5032248.500000 Penalty: 5177.809570
	Iteration 16Q: 3 clusters Score -5032248 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5032795.500000 Penalty: 5177.809570
	Iteration 17Q: 3 clusters Score -5032796 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -5033269.500000 Penalty: 5177.809570
	Iteration 18Q: 3 clusters Score -5033270 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5033674.000000 Penalty: 5177.809570
	Iteration 19Q: 3 clusters Score -5033674 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5034060.000000 Penalty: 5177.809570
	Iteration 20F: 3 clusters Score -5034060 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5034354.500000 Penalty: 5177.809570
	Iteration 21Q: 3 clusters Score -5034354 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5034603.500000 Penalty: 5177.809570
	Iteration 22Q: 3 clusters Score -5034604 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5034854.000000 Penalty: 5177.809570
	Iteration 23Q: 3 clusters Score -5034854 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5035105.500000 Penalty: 5177.809570
	Iteration 24Q: 3 clusters Score -5035106 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5035250.500000 Penalty: 5177.809570
	Iteration 25Q: 3 clusters Score -5035250 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5035404.500000 Penalty: 5177.809570
	Iteration 26Q: 3 clusters Score -5035404 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5035532.500000 Penalty: 5177.809570
	Iteration 27Q: 3 clusters Score -5035532 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5035650.500000 Penalty: 5177.809570
	Iteration 28Q: 3 clusters Score -5035650 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5035786.000000 Penalty: 5177.809570
	Iteration 29Q: 3 clusters Score -5035786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5035866.000000 Penalty: 5177.809570
	Iteration 30Q: 3 clusters Score -5035866 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5035946.000000 Penalty: 5177.809570
	Iteration 31Q: 3 clusters Score -5035946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5036005.500000 Penalty: 5177.809570
	Iteration 32Q: 3 clusters Score -5036006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5036058.000000 Penalty: 5177.809570
	Iteration 33Q: 3 clusters Score -5036058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5036097.500000 Penalty: 5177.809570
	Iteration 34Q: 3 clusters Score -5036098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5036141.500000 Penalty: 5177.809570
	Iteration 35Q: 3 clusters Score -5036142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5036172.500000 Penalty: 5177.809570
	Iteration 36Q: 3 clusters Score -5036172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5036212.000000 Penalty: 5177.809570
	Iteration 37Q: 3 clusters Score -5036212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5036246.500000 Penalty: 5177.809570
	Iteration 38Q: 3 clusters Score -5036246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5036260.000000 Penalty: 5177.809570
	Iteration 39Q: 3 clusters Score -5036260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5036279.500000 Penalty: 5177.809570
	Iteration 40F: 3 clusters Score -5036280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5036295.500000 Penalty: 5177.809570
	Iteration 41Q: 3 clusters Score -5036296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5036302.500000 Penalty: 5177.809570
	Iteration 42Q: 3 clusters Score -5036302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5036323.500000 Penalty: 5177.809570
	Iteration 43Q: 3 clusters Score -5036324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5036322.500000 Penalty: 5177.809570
	Iteration 44Q: 3 clusters Score -5036322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5036332.000000 Penalty: 5177.809570
	Iteration 45Q: 3 clusters Score -5036332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5036341.000000 Penalty: 5177.809570
	Iteration 46Q: 3 clusters Score -5036341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5036350.500000 Penalty: 5177.809570
	Iteration 47Q: 3 clusters Score -5036350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5036367.500000 Penalty: 5177.809570
	Iteration 48Q: 3 clusters Score -5036368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5036370.500000 Penalty: 5177.809570
	Iteration 49Q: 3 clusters Score -5036370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5036380.500000 Penalty: 5177.809570
	Iteration 50Q: 3 clusters Score -5036380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5036399.500000 Penalty: 5177.809570
	Iteration 51Q: 3 clusters Score -5036400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5036407.500000 Penalty: 5177.809570
	Iteration 52Q: 3 clusters Score -5036408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5036405.000000 Penalty: 5177.809570
	Iteration 53Q: 3 clusters Score -5036405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5036416.500000 Penalty: 5177.809570
	Iteration 54Q: 3 clusters Score -5036416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5036411.500000 Penalty: 5177.809570
	Iteration 55Q: 3 clusters Score -5036412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5036415.000000 Penalty: 5177.809570
	Iteration 56Q: 3 clusters Score -5036415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5036427.000000 Penalty: 5177.809570
	Iteration 57Q: 3 clusters Score -5036427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5036431.500000 Penalty: 5177.809570
	Iteration 58Q: 3 clusters Score -5036432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5036433.000000 Penalty: 5177.809570
	Iteration 59Q: 3 clusters Score -5036433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5036431.000000 Penalty: 5177.809570
	Iteration 60F: 3 clusters Score -5036431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5036427.500000 Penalty: 5177.809570
	Iteration 61Q: 3 clusters Score -5036428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5036430.000000 Penalty: 5177.809570
	Iteration 62Q: 3 clusters Score -5036430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5036430.000000 Penalty: 5177.809570
	Iteration 63F: 3 clusters Score -5036430 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: -1375726.875000 Penalty: 2271.339111
	Iteration 0F: 2 clusters Score -1375727 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 4799 members 
Entering Unmasked Estep 
Score: -1368410.250000 Penalty: 4542.678223
	Iteration 0F: 3 clusters Score -1368410 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1370585.500000 Penalty: 4542.678223
	Iteration 1F: 3 clusters Score -1370586 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1370939.125000 Penalty: 4542.678223
	Iteration 2F: 3 clusters Score -1370939 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1371246.125000 Penalty: 4542.678223
	Iteration 3F: 3 clusters Score -1371246 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1371542.125000 Penalty: 4542.678223
	Iteration 4F: 3 clusters Score -1371542 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1371899.375000 Penalty: 4542.678223
	Iteration 5F: 3 clusters Score -1371899 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1372291.000000 Penalty: 4542.678223
	Iteration 6Q: 3 clusters Score -1372291 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1372692.125000 Penalty: 4542.678223
	Iteration 7F: 3 clusters Score -1372692 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1373076.125000 Penalty: 4542.678223
	Iteration 8F: 3 clusters Score -1373076 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1373363.750000 Penalty: 4542.678223
	Iteration 9Q: 3 clusters Score -1373364 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1373556.625000 Penalty: 4542.678223
	Iteration 10Q: 3 clusters Score -1373557 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1373717.875000 Penalty: 4542.678223
	Iteration 11Q: 3 clusters Score -1373718 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1373837.625000 Penalty: 4542.678223
	Iteration 12Q: 3 clusters Score -1373838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1373921.875000 Penalty: 4542.678223
	Iteration 13Q: 3 clusters Score -1373922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1373999.625000 Penalty: 4542.678223
	Iteration 14Q: 3 clusters Score -1374000 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1374057.875000 Penalty: 4542.678223
	Iteration 15Q: 3 clusters Score -1374058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1374116.750000 Penalty: 4542.678223
	Iteration 16Q: 3 clusters Score -1374117 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1374186.875000 Penalty: 4542.678223
	Iteration 17Q: 3 clusters Score -1374187 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1374275.500000 Penalty: 4542.678223
	Iteration 18Q: 3 clusters Score -1374276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1374383.250000 Penalty: 4542.678223
	Iteration 19Q: 3 clusters Score -1374383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1374518.000000 Penalty: 4542.678223
	Iteration 20F: 3 clusters Score -1374518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1374649.500000 Penalty: 4542.678223
	Iteration 21Q: 3 clusters Score -1374650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1374714.500000 Penalty: 4542.678223
	Iteration 22Q: 3 clusters Score -1374714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1374757.375000 Penalty: 4542.678223
	Iteration 23Q: 3 clusters Score -1374757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1374773.750000 Penalty: 4542.678223
	Iteration 24Q: 3 clusters Score -1374774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1374791.625000 Penalty: 4542.678223
	Iteration 25Q: 3 clusters Score -1374792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1374804.875000 Penalty: 4542.678223
	Iteration 26Q: 3 clusters Score -1374805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1374819.625000 Penalty: 4542.678223
	Iteration 27Q: 3 clusters Score -1374820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1374824.500000 Penalty: 4542.678223
	Iteration 28Q: 3 clusters Score -1374824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1374831.625000 Penalty: 4542.678223
	Iteration 29Q: 3 clusters Score -1374832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1374837.000000 Penalty: 4542.678223
	Iteration 30Q: 3 clusters Score -1374837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1374839.125000 Penalty: 4542.678223
	Iteration 31Q: 3 clusters Score -1374839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1374841.500000 Penalty: 4542.678223
	Iteration 32Q: 3 clusters Score -1374842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1374843.750000 Penalty: 4542.678223
	Iteration 33Q: 3 clusters Score -1374844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1374845.375000 Penalty: 4542.678223
	Iteration 34Q: 3 clusters Score -1374845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1374847.250000 Penalty: 4542.678223
	Iteration 35Q: 3 clusters Score -1374847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1374845.750000 Penalty: 4542.678223
	Iteration 36Q: 3 clusters Score -1374846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1374844.500000 Penalty: 4542.678223
	Iteration 37Q: 3 clusters Score -1374844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1374844.875000 Penalty: 4542.678223
	Iteration 38Q: 3 clusters Score -1374845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1374845.750000 Penalty: 4542.678223
	Iteration 39Q: 3 clusters Score -1374846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1374845.625000 Penalty: 4542.678223
	Iteration 40F: 3 clusters Score -1374846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1374850.875000 Penalty: 4542.678223
	Iteration 41Q: 3 clusters Score -1374851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1374851.250000 Penalty: 4542.678223
	Iteration 42Q: 3 clusters Score -1374851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1374853.625000 Penalty: 4542.678223
	Iteration 43Q: 3 clusters Score -1374854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1374851.375000 Penalty: 4542.678223
	Iteration 44Q: 3 clusters Score -1374851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1374851.125000 Penalty: 4542.678223
	Iteration 45Q: 3 clusters Score -1374851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1374851.875000 Penalty: 4542.678223
	Iteration 46Q: 3 clusters Score -1374852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1374851.875000 Penalty: 4542.678223
	Iteration 47F: 3 clusters Score -1374852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Entering Unmasked Estep 
Score: -2152432.250000 Penalty: 2378.982910
	Iteration 0F: 2 clusters Score -2152432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2141876.750000 Penalty: 4757.965820
	Iteration 0F: 3 clusters Score -2141877 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2145135.250000 Penalty: 4757.965820
	Iteration 1F: 3 clusters Score -2145135 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2145496.000000 Penalty: 4757.965820
	Iteration 2F: 3 clusters Score -2145496 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2145804.000000 Penalty: 4757.965820
	Iteration 3Q: 3 clusters Score -2145804 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2146074.250000 Penalty: 4757.965820
	Iteration 4Q: 3 clusters Score -2146074 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2146344.750000 Penalty: 4757.965820
	Iteration 5Q: 3 clusters Score -2146345 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2146574.750000 Penalty: 4757.965820
	Iteration 6Q: 3 clusters Score -2146575 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2146769.500000 Penalty: 4757.965820
	Iteration 7Q: 3 clusters Score -2146770 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2146944.250000 Penalty: 4757.965820
	Iteration 8Q: 3 clusters Score -2146944 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2147121.500000 Penalty: 4757.965820
	Iteration 9Q: 3 clusters Score -2147122 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2147292.750000 Penalty: 4757.965820
	Iteration 10Q: 3 clusters Score -2147293 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2147475.000000 Penalty: 4757.965820
	Iteration 11Q: 3 clusters Score -2147475 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2147673.500000 Penalty: 4757.965820
	Iteration 12Q: 3 clusters Score -2147674 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2147887.250000 Penalty: 4757.965820
	Iteration 13Q: 3 clusters Score -2147887 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2148102.250000 Penalty: 4757.965820
	Iteration 14Q: 3 clusters Score -2148102 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2148328.250000 Penalty: 4757.965820
	Iteration 15Q: 3 clusters Score -2148328 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2148588.750000 Penalty: 4757.965820
	Iteration 16Q: 3 clusters Score -2148589 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2148875.000000 Penalty: 4757.965820
	Iteration 17Q: 3 clusters Score -2148875 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2149141.250000 Penalty: 4757.965820
	Iteration 18Q: 3 clusters Score -2149141 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2149406.250000 Penalty: 4757.965820
	Iteration 19Q: 3 clusters Score -2149406 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2149637.250000 Penalty: 4757.965820
	Iteration 20F: 3 clusters Score -2149637 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2149830.750000 Penalty: 4757.965820
	Iteration 21Q: 3 clusters Score -2149831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2149976.500000 Penalty: 4757.965820
	Iteration 22Q: 3 clusters Score -2149976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2150092.250000 Penalty: 4757.965820
	Iteration 23Q: 3 clusters Score -2150092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2150162.750000 Penalty: 4757.965820
	Iteration 24Q: 3 clusters Score -2150163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2150219.500000 Penalty: 4757.965820
	Iteration 25Q: 3 clusters Score -2150220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2150244.250000 Penalty: 4757.965820
	Iteration 26Q: 3 clusters Score -2150244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2150264.000000 Penalty: 4757.965820
	Iteration 27Q: 3 clusters Score -2150264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2150292.250000 Penalty: 4757.965820
	Iteration 28Q: 3 clusters Score -2150292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2150307.750000 Penalty: 4757.965820
	Iteration 29Q: 3 clusters Score -2150308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2150331.250000 Penalty: 4757.965820
	Iteration 30Q: 3 clusters Score -2150331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2150350.250000 Penalty: 4757.965820
	Iteration 31Q: 3 clusters Score -2150350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2150377.250000 Penalty: 4757.965820
	Iteration 32Q: 3 clusters Score -2150377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2150393.000000 Penalty: 4757.965820
	Iteration 33Q: 3 clusters Score -2150393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2150407.000000 Penalty: 4757.965820
	Iteration 34Q: 3 clusters Score -2150407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2150412.750000 Penalty: 4757.965820
	Iteration 35Q: 3 clusters Score -2150413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2150419.000000 Penalty: 4757.965820
	Iteration 36Q: 3 clusters Score -2150419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2150421.750000 Penalty: 4757.965820
	Iteration 37Q: 3 clusters Score -2150422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2150428.750000 Penalty: 4757.965820
	Iteration 38Q: 3 clusters Score -2150429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2150433.250000 Penalty: 4757.965820
	Iteration 39Q: 3 clusters Score -2150433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2150433.000000 Penalty: 4757.965820
	Iteration 40F: 3 clusters Score -2150433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2150438.750000 Penalty: 4757.965820
	Iteration 41Q: 3 clusters Score -2150439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2150443.250000 Penalty: 4757.965820
	Iteration 42Q: 3 clusters Score -2150443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2150442.750000 Penalty: 4757.965820
	Iteration 43Q: 3 clusters Score -2150443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2150441.750000 Penalty: 4757.965820
	Iteration 44Q: 3 clusters Score -2150442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2150445.500000 Penalty: 4757.965820
	Iteration 45Q: 3 clusters Score -2150446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2150450.500000 Penalty: 4757.965820
	Iteration 46Q: 3 clusters Score -2150450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2150456.500000 Penalty: 4757.965820
	Iteration 47Q: 3 clusters Score -2150456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2150458.250000 Penalty: 4757.965820
	Iteration 48Q: 3 clusters Score -2150458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2150460.000000 Penalty: 4757.965820
	Iteration 49Q: 3 clusters Score -2150460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2150459.000000 Penalty: 4757.965820
	Iteration 50Q: 3 clusters Score -2150459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2150457.500000 Penalty: 4757.965820
	Iteration 51Q: 3 clusters Score -2150458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2150460.500000 Penalty: 4757.965820
	Iteration 52Q: 3 clusters Score -2150460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2150461.750000 Penalty: 4757.965820
	Iteration 53Q: 3 clusters Score -2150462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2150457.000000 Penalty: 4757.965820
	Iteration 54Q: 3 clusters Score -2150457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2150457.000000 Penalty: 4757.965820
	Iteration 55F: 3 clusters Score -2150457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Entering Unmasked Estep 
Score: -9726309.000000 Penalty: 2751.744141
	Iteration 0F: 2 clusters Score -9726309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9682191.000000 Penalty: 5503.488281
	Iteration 0F: 3 clusters Score -9682191 nChanged 30821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -9699393.000000 Penalty: 5503.488281
	Iteration 1F: 3 clusters Score -9699393 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -9700312.000000 Penalty: 5503.488281
	Iteration 2Q: 3 clusters Score -9700312 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -9701304.000000 Penalty: 5503.488281
	Iteration 3Q: 3 clusters Score -9701304 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -9702516.000000 Penalty: 5503.488281
	Iteration 4Q: 3 clusters Score -9702516 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -9703672.000000 Penalty: 5503.488281
	Iteration 5Q: 3 clusters Score -9703672 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -9704903.000000 Penalty: 5503.488281
	Iteration 6Q: 3 clusters Score -9704903 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -9706159.000000 Penalty: 5503.488281
	Iteration 7Q: 3 clusters Score -9706159 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -9707550.000000 Penalty: 5503.488281
	Iteration 8Q: 3 clusters Score -9707550 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -9709095.000000 Penalty: 5503.488281
	Iteration 9Q: 3 clusters Score -9709095 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -9710582.000000 Penalty: 5503.488281
	Iteration 10Q: 3 clusters Score -9710582 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -9712038.000000 Penalty: 5503.488281
	Iteration 11Q: 3 clusters Score -9712038 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -9713260.000000 Penalty: 5503.488281
	Iteration 12Q: 3 clusters Score -9713260 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -9714333.000000 Penalty: 5503.488281
	Iteration 13Q: 3 clusters Score -9714333 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -9715218.000000 Penalty: 5503.488281
	Iteration 14Q: 3 clusters Score -9715218 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -9715959.000000 Penalty: 5503.488281
	Iteration 15Q: 3 clusters Score -9715959 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -9716600.000000 Penalty: 5503.488281
	Iteration 16Q: 3 clusters Score -9716600 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -9717368.000000 Penalty: 5503.488281
	Iteration 17Q: 3 clusters Score -9717368 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -9718089.000000 Penalty: 5503.488281
	Iteration 18Q: 3 clusters Score -9718089 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -9718989.000000 Penalty: 5503.488281
	Iteration 19Q: 3 clusters Score -9718989 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -9719915.000000 Penalty: 5503.488281
	Iteration 20F: 3 clusters Score -9719915 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -9720818.000000 Penalty: 5503.488281
	Iteration 21Q: 3 clusters Score -9720818 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -9721833.000000 Penalty: 5503.488281
	Iteration 22Q: 3 clusters Score -9721833 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -9722785.000000 Penalty: 5503.488281
	Iteration 23Q: 3 clusters Score -9722785 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -9723562.000000 Penalty: 5503.488281
	Iteration 24Q: 3 clusters Score -9723562 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -9724027.000000 Penalty: 5503.488281
	Iteration 25Q: 3 clusters Score -9724027 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -9724385.000000 Penalty: 5503.488281
	Iteration 26Q: 3 clusters Score -9724385 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -9724626.000000 Penalty: 5503.488281
	Iteration 27Q: 3 clusters Score -9724626 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -9724789.000000 Penalty: 5503.488281
	Iteration 28Q: 3 clusters Score -9724789 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -9724870.000000 Penalty: 5503.488281
	Iteration 29Q: 3 clusters Score -9724870 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -9724939.000000 Penalty: 5503.488281
	Iteration 30Q: 3 clusters Score -9724939 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -9724983.000000 Penalty: 5503.488281
	Iteration 31Q: 3 clusters Score -9724983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -9725011.000000 Penalty: 5503.488281
	Iteration 32Q: 3 clusters Score -9725011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -9725030.000000 Penalty: 5503.488281
	Iteration 33Q: 3 clusters Score -9725030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -9725061.000000 Penalty: 5503.488281
	Iteration 34Q: 3 clusters Score -9725061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -9725079.000000 Penalty: 5503.488281
	Iteration 35Q: 3 clusters Score -9725079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -9725110.000000 Penalty: 5503.488281
	Iteration 36Q: 3 clusters Score -9725110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -9725110.000000 Penalty: 5503.488281
	Iteration 37Q: 3 clusters Score -9725110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -9725110.000000 Penalty: 5503.488281
	Iteration 38Q: 3 clusters Score -9725110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -9725110.000000 Penalty: 5503.488281
	Iteration 39Q: 3 clusters Score -9725110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -9725102.000000 Penalty: 5503.488281
	Iteration 40F: 3 clusters Score -9725102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -9725112.000000 Penalty: 5503.488281
	Iteration 41Q: 3 clusters Score -9725112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -9725102.000000 Penalty: 5503.488281
	Iteration 42Q: 3 clusters Score -9725102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -9725101.000000 Penalty: 5503.488281
	Iteration 43Q: 3 clusters Score -9725101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -9725099.000000 Penalty: 5503.488281
	Iteration 44Q: 3 clusters Score -9725099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -9725099.000000 Penalty: 5503.488281
	Iteration 45Q: 3 clusters Score -9725099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -9725102.000000 Penalty: 5503.488281
	Iteration 46Q: 3 clusters Score -9725102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -9725104.000000 Penalty: 5503.488281
	Iteration 47Q: 3 clusters Score -9725104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -9725102.000000 Penalty: 5503.488281
	Iteration 48Q: 3 clusters Score -9725102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -9725102.000000 Penalty: 5503.488281
	Iteration 49F: 3 clusters Score -9725102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76359.812500 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76359.81 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76673.414062 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76673.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76795.664062 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -76795.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76869.031250 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -76869.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76910.054688 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -76910.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76944.296875 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -76944.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76980.500000 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -76980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77035.562500 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77035.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77124.359375 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77124.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77227.000000 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -77227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77352.898438 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -77352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77395.453125 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -77395.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77423.851562 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -77423.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77437.218750 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -77437.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77457.257812 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -77457.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -77501.953125 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -77501.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77546.179688 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -77546.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77579.750000 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -77579.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77616.062500 Penalty: 3188.340332
	Iteration 18Q: 3 clusters Score -77616.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77634.437500 Penalty: 3188.340332
	Iteration 19Q: 3 clusters Score -77634.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77671.859375 Penalty: 3188.340332
	Iteration 20F: 3 clusters Score -77671.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -77697.023438 Penalty: 3188.340332
	Iteration 21Q: 3 clusters Score -77697.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77720.375000 Penalty: 3188.340332
	Iteration 22Q: 3 clusters Score -77720.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -77725.265625 Penalty: 3188.340332
	Iteration 23Q: 3 clusters Score -77725.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -77725.265625 Penalty: 3188.340332
	Iteration 24F: 3 clusters Score -77725.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -133271.109375 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -133271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131402.750000 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -131402.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131656.968750 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131740.515625 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131740.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -131811.296875 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -131811.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131842.421875 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131842.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131871.937500 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131871.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131889.453125 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131889.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131924.828125 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131954.953125 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131975.203125 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131994.640625 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -131994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132006.796875 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -132017.312500 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132026.468750 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -132033.484375 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -132033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132038.375000 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -132038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -132042.359375 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -132042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -132045.328125 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132045.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -132049.390625 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -132049.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -132059.406250 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -132059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -132062.906250 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -132062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -132072.281250 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -132072.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -132079.546875 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -132079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132080.453125 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -132080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -132081.500000 Penalty: 3395.556396
	Iteration 24Q: 3 clusters Score -132081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132082.531250 Penalty: 3395.556396
	Iteration 25Q: 3 clusters Score -132082.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132082.531250 Penalty: 3395.556396
	Iteration 26F: 3 clusters Score -132082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Entering Unmasked Estep 
Score: -6768333.500000 Penalty: 2663.250977
	Iteration 0F: 2 clusters Score -6768334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6737147.000000 Penalty: 5326.501953
	Iteration 0F: 3 clusters Score -6737147 nChanged 21323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -6749623.500000 Penalty: 5326.501953
	Iteration 1F: 3 clusters Score -6749624 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -6750902.500000 Penalty: 5326.501953
	Iteration 2F: 3 clusters Score -6750902 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -6752201.500000 Penalty: 5326.501953
	Iteration 3F: 3 clusters Score -6752202 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -6753579.000000 Penalty: 5326.501953
	Iteration 4F: 3 clusters Score -6753579 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -6754862.000000 Penalty: 5326.501953
	Iteration 5F: 3 clusters Score -6754862 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6756063.000000 Penalty: 5326.501953
	Iteration 6F: 3 clusters Score -6756063 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -6757177.000000 Penalty: 5326.501953
	Iteration 7Q: 3 clusters Score -6757177 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -6758164.000000 Penalty: 5326.501953
	Iteration 8Q: 3 clusters Score -6758164 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6759087.500000 Penalty: 5326.501953
	Iteration 9Q: 3 clusters Score -6759088 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -6759904.000000 Penalty: 5326.501953
	Iteration 10Q: 3 clusters Score -6759904 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6760422.500000 Penalty: 5326.501953
	Iteration 11Q: 3 clusters Score -6760422 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -6760745.500000 Penalty: 5326.501953
	Iteration 12Q: 3 clusters Score -6760746 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6760919.000000 Penalty: 5326.501953
	Iteration 13Q: 3 clusters Score -6760919 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -6760975.500000 Penalty: 5326.501953
	Iteration 14Q: 3 clusters Score -6760976 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -6761060.500000 Penalty: 5326.501953
	Iteration 15Q: 3 clusters Score -6761060 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -6761097.500000 Penalty: 5326.501953
	Iteration 16Q: 3 clusters Score -6761098 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -6761131.500000 Penalty: 5326.501953
	Iteration 17Q: 3 clusters Score -6761132 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -6761198.500000 Penalty: 5326.501953
	Iteration 18Q: 3 clusters Score -6761198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -6761209.000000 Penalty: 5326.501953
	Iteration 19Q: 3 clusters Score -6761209 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -6761229.500000 Penalty: 5326.501953
	Iteration 20F: 3 clusters Score -6761230 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6761249.500000 Penalty: 5326.501953
	Iteration 21Q: 3 clusters Score -6761250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -6761290.000000 Penalty: 5326.501953
	Iteration 22Q: 3 clusters Score -6761290 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -6761319.500000 Penalty: 5326.501953
	Iteration 23Q: 3 clusters Score -6761320 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6761356.000000 Penalty: 5326.501953
	Iteration 24Q: 3 clusters Score -6761356 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -6761403.500000 Penalty: 5326.501953
	Iteration 25Q: 3 clusters Score -6761404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -6761421.000000 Penalty: 5326.501953
	Iteration 26Q: 3 clusters Score -6761421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -6761423.000000 Penalty: 5326.501953
	Iteration 27Q: 3 clusters Score -6761423 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -6761465.000000 Penalty: 5326.501953
	Iteration 28Q: 3 clusters Score -6761465 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -6761506.500000 Penalty: 5326.501953
	Iteration 29Q: 3 clusters Score -6761506 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -6761537.000000 Penalty: 5326.501953
	Iteration 30Q: 3 clusters Score -6761537 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -6761564.500000 Penalty: 5326.501953
	Iteration 31Q: 3 clusters Score -6761564 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6761608.000000 Penalty: 5326.501953
	Iteration 32Q: 3 clusters Score -6761608 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -6761612.000000 Penalty: 5326.501953
	Iteration 33Q: 3 clusters Score -6761612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -6761623.500000 Penalty: 5326.501953
	Iteration 34Q: 3 clusters Score -6761624 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -6761653.500000 Penalty: 5326.501953
	Iteration 35Q: 3 clusters Score -6761654 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -6761697.500000 Penalty: 5326.501953
	Iteration 36Q: 3 clusters Score -6761698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -6761755.000000 Penalty: 5326.501953
	Iteration 37Q: 3 clusters Score -6761755 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -6761772.500000 Penalty: 5326.501953
	Iteration 38Q: 3 clusters Score -6761772 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -6761796.000000 Penalty: 5326.501953
	Iteration 39Q: 3 clusters Score -6761796 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -6761822.500000 Penalty: 5326.501953
	Iteration 40F: 3 clusters Score -6761822 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -6761859.500000 Penalty: 5326.501953
	Iteration 41Q: 3 clusters Score -6761860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6761888.500000 Penalty: 5326.501953
	Iteration 42Q: 3 clusters Score -6761888 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6761927.500000 Penalty: 5326.501953
	Iteration 43Q: 3 clusters Score -6761928 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -6761982.000000 Penalty: 5326.501953
	Iteration 44Q: 3 clusters Score -6761982 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -6762017.000000 Penalty: 5326.501953
	Iteration 45Q: 3 clusters Score -6762017 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -6762114.500000 Penalty: 5326.501953
	Iteration 46Q: 3 clusters Score -6762114 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -6762193.000000 Penalty: 5326.501953
	Iteration 47Q: 3 clusters Score -6762193 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -6762283.500000 Penalty: 5326.501953
	Iteration 48Q: 3 clusters Score -6762284 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6762364.500000 Penalty: 5326.501953
	Iteration 49Q: 3 clusters Score -6762364 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -6762503.000000 Penalty: 5326.501953
	Iteration 50Q: 3 clusters Score -6762503 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6762657.000000 Penalty: 5326.501953
	Iteration 51Q: 3 clusters Score -6762657 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -6762763.500000 Penalty: 5326.501953
	Iteration 52Q: 3 clusters Score -6762764 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -6762887.500000 Penalty: 5326.501953
	Iteration 53Q: 3 clusters Score -6762888 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -6763013.000000 Penalty: 5326.501953
	Iteration 54Q: 3 clusters Score -6763013 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -6763165.000000 Penalty: 5326.501953
	Iteration 55Q: 3 clusters Score -6763165 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -6763285.500000 Penalty: 5326.501953
	Iteration 56Q: 3 clusters Score -6763286 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -6763429.500000 Penalty: 5326.501953
	Iteration 57Q: 3 clusters Score -6763430 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -6763548.000000 Penalty: 5326.501953
	Iteration 58Q: 3 clusters Score -6763548 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -6763664.000000 Penalty: 5326.501953
	Iteration 59Q: 3 clusters Score -6763664 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -6763770.500000 Penalty: 5326.501953
	Iteration 60F: 3 clusters Score -6763770 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -6763871.500000 Penalty: 5326.501953
	Iteration 61Q: 3 clusters Score -6763872 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -6764018.500000 Penalty: 5326.501953
	Iteration 62Q: 3 clusters Score -6764018 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -6764131.000000 Penalty: 5326.501953
	Iteration 63Q: 3 clusters Score -6764131 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -6764224.000000 Penalty: 5326.501953
	Iteration 64Q: 3 clusters Score -6764224 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -6764316.500000 Penalty: 5326.501953
	Iteration 65Q: 3 clusters Score -6764316 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -6764400.000000 Penalty: 5326.501953
	Iteration 66Q: 3 clusters Score -6764400 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -6764455.500000 Penalty: 5326.501953
	Iteration 67Q: 3 clusters Score -6764456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -6764511.000000 Penalty: 5326.501953
	Iteration 68Q: 3 clusters Score -6764511 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -6764560.500000 Penalty: 5326.501953
	Iteration 69Q: 3 clusters Score -6764560 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6764632.000000 Penalty: 5326.501953
	Iteration 70Q: 3 clusters Score -6764632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -6764692.500000 Penalty: 5326.501953
	Iteration 71Q: 3 clusters Score -6764692 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -6764777.500000 Penalty: 5326.501953
	Iteration 72Q: 3 clusters Score -6764778 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -6764847.000000 Penalty: 5326.501953
	Iteration 73Q: 3 clusters Score -6764847 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -6764931.500000 Penalty: 5326.501953
	Iteration 74Q: 3 clusters Score -6764932 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -6764968.500000 Penalty: 5326.501953
	Iteration 75Q: 3 clusters Score -6764968 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -6765028.500000 Penalty: 5326.501953
	Iteration 76Q: 3 clusters Score -6765028 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -6765087.000000 Penalty: 5326.501953
	Iteration 77Q: 3 clusters Score -6765087 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6765133.000000 Penalty: 5326.501953
	Iteration 78Q: 3 clusters Score -6765133 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -6765204.000000 Penalty: 5326.501953
	Iteration 79Q: 3 clusters Score -6765204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -6765249.000000 Penalty: 5326.501953
	Iteration 80F: 3 clusters Score -6765249 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6765323.500000 Penalty: 5326.501953
	Iteration 81Q: 3 clusters Score -6765324 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -6765391.500000 Penalty: 5326.501953
	Iteration 82Q: 3 clusters Score -6765392 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -6765444.500000 Penalty: 5326.501953
	Iteration 83Q: 3 clusters Score -6765444 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -6765508.500000 Penalty: 5326.501953
	Iteration 84Q: 3 clusters Score -6765508 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -6765590.500000 Penalty: 5326.501953
	Iteration 85Q: 3 clusters Score -6765590 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6765670.500000 Penalty: 5326.501953
	Iteration 86Q: 3 clusters Score -6765670 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -6765748.000000 Penalty: 5326.501953
	Iteration 87Q: 3 clusters Score -6765748 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -6765832.500000 Penalty: 5326.501953
	Iteration 88Q: 3 clusters Score -6765832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -6765920.500000 Penalty: 5326.501953
	Iteration 89Q: 3 clusters Score -6765920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -6765980.000000 Penalty: 5326.501953
	Iteration 90Q: 3 clusters Score -6765980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -6766031.000000 Penalty: 5326.501953
	Iteration 91Q: 3 clusters Score -6766031 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -6766084.000000 Penalty: 5326.501953
	Iteration 92Q: 3 clusters Score -6766084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6766117.500000 Penalty: 5326.501953
	Iteration 93Q: 3 clusters Score -6766118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -6766141.000000 Penalty: 5326.501953
	Iteration 94Q: 3 clusters Score -6766141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6766162.000000 Penalty: 5326.501953
	Iteration 95Q: 3 clusters Score -6766162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -6766163.500000 Penalty: 5326.501953
	Iteration 96Q: 3 clusters Score -6766164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -6766165.500000 Penalty: 5326.501953
	Iteration 97Q: 3 clusters Score -6766166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -6766180.000000 Penalty: 5326.501953
	Iteration 98Q: 3 clusters Score -6766180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -6766179.500000 Penalty: 5326.501953
	Iteration 99Q: 3 clusters Score -6766180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -6766207.000000 Penalty: 5326.501953
	Iteration 100F: 3 clusters Score -6766207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -6766210.500000 Penalty: 5326.501953
	Iteration 101Q: 3 clusters Score -6766210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -6766214.500000 Penalty: 5326.501953
	Iteration 102Q: 3 clusters Score -6766214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -6766230.500000 Penalty: 5326.501953
	Iteration 103Q: 3 clusters Score -6766230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -6766240.000000 Penalty: 5326.501953
	Iteration 104Q: 3 clusters Score -6766240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -6766244.000000 Penalty: 5326.501953
	Iteration 105Q: 3 clusters Score -6766244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -6766247.500000 Penalty: 5326.501953
	Iteration 106Q: 3 clusters Score -6766248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -6766249.000000 Penalty: 5326.501953
	Iteration 107Q: 3 clusters Score -6766249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -6766257.000000 Penalty: 5326.501953
	Iteration 108Q: 3 clusters Score -6766257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -6766275.000000 Penalty: 5326.501953
	Iteration 109Q: 3 clusters Score -6766275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6766277.500000 Penalty: 5326.501953
	Iteration 110Q: 3 clusters Score -6766278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -6766268.500000 Penalty: 5326.501953
	Iteration 111Q: 3 clusters Score -6766268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6766275.500000 Penalty: 5326.501953
	Iteration 112Q: 3 clusters Score -6766276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -6766278.500000 Penalty: 5326.501953
	Iteration 113Q: 3 clusters Score -6766278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6766284.500000 Penalty: 5326.501953
	Iteration 114Q: 3 clusters Score -6766284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -6766291.000000 Penalty: 5326.501953
	Iteration 115Q: 3 clusters Score -6766291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -6766293.000000 Penalty: 5326.501953
	Iteration 116Q: 3 clusters Score -6766293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -6766291.500000 Penalty: 5326.501953
	Iteration 117Q: 3 clusters Score -6766292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -6766297.500000 Penalty: 5326.501953
	Iteration 118Q: 3 clusters Score -6766298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -6766294.500000 Penalty: 5326.501953
	Iteration 119Q: 3 clusters Score -6766294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -6766295.000000 Penalty: 5326.501953
	Iteration 120F: 3 clusters Score -6766295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6766298.000000 Penalty: 5326.501953
	Iteration 121Q: 3 clusters Score -6766298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -6766305.500000 Penalty: 5326.501953
	Iteration 122Q: 3 clusters Score -6766306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -6766310.500000 Penalty: 5326.501953
	Iteration 123Q: 3 clusters Score -6766310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -6766307.000000 Penalty: 5326.501953
	Iteration 124Q: 3 clusters Score -6766307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -6766309.500000 Penalty: 5326.501953
	Iteration 125Q: 3 clusters Score -6766310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -6766300.000000 Penalty: 5326.501953
	Iteration 126Q: 3 clusters Score -6766300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -6766300.000000 Penalty: 5326.501953
	Iteration 127F: 3 clusters Score -6766300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49941.894531 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49941.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50109.820312 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50109.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50158.617188 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -50158.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50183.609375 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -50183.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50200.261719 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -50200.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50204.675781 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -50204.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50212.171875 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -50212.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50214.070312 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -50214.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50214.070312 Penalty: 2971.766357
	Iteration 8F: 3 clusters Score -50214.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1511630.750000 Penalty: 2328.323975
	Iteration 0F: 2 clusters Score -1511631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1502762.750000 Penalty: 4656.647949
	Iteration 0F: 3 clusters Score -1502763 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1505583.625000 Penalty: 4656.647949
	Iteration 1F: 3 clusters Score -1505584 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1506168.375000 Penalty: 4656.647949
	Iteration 2F: 3 clusters Score -1506168 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1506936.000000 Penalty: 4656.647949
	Iteration 3F: 3 clusters Score -1506936 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1507836.500000 Penalty: 4656.647949
	Iteration 4F: 3 clusters Score -1507836 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1508499.625000 Penalty: 4656.647949
	Iteration 5F: 3 clusters Score -1508500 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1508915.000000 Penalty: 4656.647949
	Iteration 6F: 3 clusters Score -1508915 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1509160.500000 Penalty: 4656.647949
	Iteration 7Q: 3 clusters Score -1509160 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1509313.625000 Penalty: 4656.647949
	Iteration 8Q: 3 clusters Score -1509314 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1509404.625000 Penalty: 4656.647949
	Iteration 9Q: 3 clusters Score -1509405 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1509453.500000 Penalty: 4656.647949
	Iteration 10Q: 3 clusters Score -1509454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1509495.500000 Penalty: 4656.647949
	Iteration 11Q: 3 clusters Score -1509496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1509530.375000 Penalty: 4656.647949
	Iteration 12Q: 3 clusters Score -1509530 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1509560.375000 Penalty: 4656.647949
	Iteration 13Q: 3 clusters Score -1509560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1509589.375000 Penalty: 4656.647949
	Iteration 14Q: 3 clusters Score -1509589 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1509615.750000 Penalty: 4656.647949
	Iteration 15Q: 3 clusters Score -1509616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1509640.500000 Penalty: 4656.647949
	Iteration 16Q: 3 clusters Score -1509640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1509652.375000 Penalty: 4656.647949
	Iteration 17Q: 3 clusters Score -1509652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1509668.875000 Penalty: 4656.647949
	Iteration 18Q: 3 clusters Score -1509669 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1509679.500000 Penalty: 4656.647949
	Iteration 19Q: 3 clusters Score -1509680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1509693.250000 Penalty: 4656.647949
	Iteration 20F: 3 clusters Score -1509693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1509703.625000 Penalty: 4656.647949
	Iteration 21Q: 3 clusters Score -1509704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1509711.625000 Penalty: 4656.647949
	Iteration 22Q: 3 clusters Score -1509712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1509715.750000 Penalty: 4656.647949
	Iteration 23Q: 3 clusters Score -1509716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1509729.250000 Penalty: 4656.647949
	Iteration 24Q: 3 clusters Score -1509729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1509735.125000 Penalty: 4656.647949
	Iteration 25Q: 3 clusters Score -1509735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1509746.750000 Penalty: 4656.647949
	Iteration 26Q: 3 clusters Score -1509747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1509757.500000 Penalty: 4656.647949
	Iteration 27Q: 3 clusters Score -1509758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1509766.125000 Penalty: 4656.647949
	Iteration 28Q: 3 clusters Score -1509766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1509778.000000 Penalty: 4656.647949
	Iteration 29Q: 3 clusters Score -1509778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1509792.125000 Penalty: 4656.647949
	Iteration 30Q: 3 clusters Score -1509792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1509797.500000 Penalty: 4656.647949
	Iteration 31Q: 3 clusters Score -1509798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1509810.000000 Penalty: 4656.647949
	Iteration 32Q: 3 clusters Score -1509810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1509820.500000 Penalty: 4656.647949
	Iteration 33Q: 3 clusters Score -1509820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1509833.000000 Penalty: 4656.647949
	Iteration 34Q: 3 clusters Score -1509833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1509845.500000 Penalty: 4656.647949
	Iteration 35Q: 3 clusters Score -1509846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1509865.000000 Penalty: 4656.647949
	Iteration 36Q: 3 clusters Score -1509865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1509884.125000 Penalty: 4656.647949
	Iteration 37Q: 3 clusters Score -1509884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1509894.375000 Penalty: 4656.647949
	Iteration 38Q: 3 clusters Score -1509894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1509904.500000 Penalty: 4656.647949
	Iteration 39Q: 3 clusters Score -1509904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1509922.125000 Penalty: 4656.647949
	Iteration 40F: 3 clusters Score -1509922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1509941.000000 Penalty: 4656.647949
	Iteration 41Q: 3 clusters Score -1509941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1509955.875000 Penalty: 4656.647949
	Iteration 42Q: 3 clusters Score -1509956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1509977.875000 Penalty: 4656.647949
	Iteration 43Q: 3 clusters Score -1509978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1509984.500000 Penalty: 4656.647949
	Iteration 44Q: 3 clusters Score -1509984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1509996.750000 Penalty: 4656.647949
	Iteration 45Q: 3 clusters Score -1509997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1510008.875000 Penalty: 4656.647949
	Iteration 46Q: 3 clusters Score -1510009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1510021.625000 Penalty: 4656.647949
	Iteration 47Q: 3 clusters Score -1510022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1510028.625000 Penalty: 4656.647949
	Iteration 48Q: 3 clusters Score -1510029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1510038.750000 Penalty: 4656.647949
	Iteration 49Q: 3 clusters Score -1510039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1510050.750000 Penalty: 4656.647949
	Iteration 50Q: 3 clusters Score -1510051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1510057.500000 Penalty: 4656.647949
	Iteration 51Q: 3 clusters Score -1510058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1510061.625000 Penalty: 4656.647949
	Iteration 52Q: 3 clusters Score -1510062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1510070.750000 Penalty: 4656.647949
	Iteration 53Q: 3 clusters Score -1510071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1510075.125000 Penalty: 4656.647949
	Iteration 54Q: 3 clusters Score -1510075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1510081.375000 Penalty: 4656.647949
	Iteration 55Q: 3 clusters Score -1510081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1510086.375000 Penalty: 4656.647949
	Iteration 56Q: 3 clusters Score -1510086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1510090.750000 Penalty: 4656.647949
	Iteration 57Q: 3 clusters Score -1510091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1510096.625000 Penalty: 4656.647949
	Iteration 58Q: 3 clusters Score -1510097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1510097.250000 Penalty: 4656.647949
	Iteration 59Q: 3 clusters Score -1510097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1510097.625000 Penalty: 4656.647949
	Iteration 60F: 3 clusters Score -1510098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1510101.875000 Penalty: 4656.647949
	Iteration 61Q: 3 clusters Score -1510102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1510102.500000 Penalty: 4656.647949
	Iteration 62Q: 3 clusters Score -1510102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1510108.625000 Penalty: 4656.647949
	Iteration 63Q: 3 clusters Score -1510109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1510109.000000 Penalty: 4656.647949
	Iteration 64Q: 3 clusters Score -1510109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1510109.875000 Penalty: 4656.647949
	Iteration 65Q: 3 clusters Score -1510110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1510114.250000 Penalty: 4656.647949
	Iteration 66Q: 3 clusters Score -1510114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1510114.750000 Penalty: 4656.647949
	Iteration 67Q: 3 clusters Score -1510115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1510113.625000 Penalty: 4656.647949
	Iteration 68Q: 3 clusters Score -1510114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1510113.500000 Penalty: 4656.647949
	Iteration 69Q: 3 clusters Score -1510114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1510114.250000 Penalty: 4656.647949
	Iteration 70Q: 3 clusters Score -1510114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1510117.625000 Penalty: 4656.647949
	Iteration 71Q: 3 clusters Score -1510118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1510120.375000 Penalty: 4656.647949
	Iteration 72Q: 3 clusters Score -1510120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1510117.375000 Penalty: 4656.647949
	Iteration 73Q: 3 clusters Score -1510117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1510122.125000 Penalty: 4656.647949
	Iteration 74Q: 3 clusters Score -1510122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1510128.500000 Penalty: 4656.647949
	Iteration 75Q: 3 clusters Score -1510128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1510128.625000 Penalty: 4656.647949
	Iteration 76Q: 3 clusters Score -1510129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1510129.125000 Penalty: 4656.647949
	Iteration 77Q: 3 clusters Score -1510129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1510133.125000 Penalty: 4656.647949
	Iteration 78Q: 3 clusters Score -1510133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1510132.500000 Penalty: 4656.647949
	Iteration 79Q: 3 clusters Score -1510132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1510134.750000 Penalty: 4656.647949
	Iteration 80F: 3 clusters Score -1510135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1510138.250000 Penalty: 4656.647949
	Iteration 81Q: 3 clusters Score -1510138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1510137.375000 Penalty: 4656.647949
	Iteration 82Q: 3 clusters Score -1510137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1510138.500000 Penalty: 4656.647949
	Iteration 83Q: 3 clusters Score -1510138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1510141.375000 Penalty: 4656.647949
	Iteration 84Q: 3 clusters Score -1510141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1510142.375000 Penalty: 4656.647949
	Iteration 85Q: 3 clusters Score -1510142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1510142.375000 Penalty: 4656.647949
	Iteration 86F: 3 clusters Score -1510142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46174.097656 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -46174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44739.359375 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -44739.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44972.628906 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -44972.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45021.617188 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -45021.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45043.359375 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -45043.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45057.902344 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -45057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45069.035156 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -45069.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45071.667969 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -45071.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45074.257812 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -45074.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45081.335938 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -45081.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45089.562500 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -45089.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45095.917969 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -45095.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45107.261719 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -45107.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45118.527344 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -45118.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45133.105469 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -45133.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45145.078125 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -45145.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45162.207031 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -45162.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45164.410156 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -45164.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45165.359375 Penalty: 3051.755371
	Iteration 17F: 3 clusters Score -45165.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45170.074219 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -45170.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45186.867188 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -45186.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45197.898438 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -45197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45210.789062 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -45210.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45274.542969 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -45274.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45294.445312 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -45294.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45312.351562 Penalty: 3051.755371
	Iteration 24Q: 3 clusters Score -45312.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45330.925781 Penalty: 3051.755371
	Iteration 25Q: 3 clusters Score -45330.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45341.875000 Penalty: 3051.755371
	Iteration 26Q: 3 clusters Score -45341.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45352.621094 Penalty: 3051.755371
	Iteration 27Q: 3 clusters Score -45352.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45355.230469 Penalty: 3051.755371
	Iteration 28Q: 3 clusters Score -45355.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45355.230469 Penalty: 3051.755371
	Iteration 29F: 3 clusters Score -45355.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -53043.289062 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -53043.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51683.812500 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -51683.81 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51902.687500 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -51902.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51973.390625 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -51973.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52006.261719 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -52006.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52021.589844 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -52021.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52023.093750 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -52023.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52023.093750 Penalty: 2969.280273
	Iteration 6F: 3 clusters Score -52023.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -535402.562500 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -535402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -531724.750000 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -531724.8 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -532558.937500 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -532558.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -532719.750000 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -532719.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -532818.625000 Penalty: 4067.751465
	Iteration 3Q: 3 clusters Score -532818.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -532882.312500 Penalty: 4067.751465
	Iteration 4Q: 3 clusters Score -532882.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -532927.375000 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -532927.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -532965.687500 Penalty: 4067.751465
	Iteration 6Q: 3 clusters Score -532965.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -533001.187500 Penalty: 4067.751465
	Iteration 7Q: 3 clusters Score -533001.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -533032.062500 Penalty: 4067.751465
	Iteration 8Q: 3 clusters Score -533032.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -533052.375000 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -533052.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -533067.812500 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -533067.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -533078.937500 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -533078.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -533095.187500 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -533095.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -533115.562500 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -533115.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -533134.625000 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -533134.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -533158.500000 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -533158.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -533195.875000 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -533195.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -533243.437500 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -533243.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -533311.937500 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -533311.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -533405.437500 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -533405.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -533523.625000 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -533523.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -533662.875000 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -533662.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -533819.937500 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -533819.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -533987.187500 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -533987.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -534139.375000 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -534139.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -534271.250000 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -534271.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -534369.125000 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -534369.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -534429.437500 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -534429.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -534463.375000 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -534463.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -534488.000000 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -534488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -534501.687500 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -534501.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -534511.062500 Penalty: 4067.751465
	Iteration 31Q: 3 clusters Score -534511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -534520.062500 Penalty: 4067.751465
	Iteration 32Q: 3 clusters Score -534520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -534525.500000 Penalty: 4067.751465
	Iteration 33Q: 3 clusters Score -534525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -534528.625000 Penalty: 4067.751465
	Iteration 34Q: 3 clusters Score -534528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -534532.187500 Penalty: 4067.751465
	Iteration 35Q: 3 clusters Score -534532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -534536.250000 Penalty: 4067.751465
	Iteration 36Q: 3 clusters Score -534536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -534538.062500 Penalty: 4067.751465
	Iteration 37Q: 3 clusters Score -534538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -534539.750000 Penalty: 4067.751465
	Iteration 38Q: 3 clusters Score -534539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -534540.750000 Penalty: 4067.751465
	Iteration 39Q: 3 clusters Score -534540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -534545.812500 Penalty: 4067.751465
	Iteration 40F: 3 clusters Score -534545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -534549.062500 Penalty: 4067.751465
	Iteration 41Q: 3 clusters Score -534549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -534552.312500 Penalty: 4067.751465
	Iteration 42Q: 3 clusters Score -534552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -534554.250000 Penalty: 4067.751465
	Iteration 43Q: 3 clusters Score -534554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -534554.250000 Penalty: 4067.751465
	Iteration 44F: 3 clusters Score -534554.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (148443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148443 members 
Entering Unmasked Estep 
Score: -22153344.000000 Penalty: 2953.173096
	Iteration 0F: 2 clusters Score -2.215334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -22057804.000000 Penalty: 5906.346191
	Iteration 0F: 3 clusters Score -2.20578e+07 nChanged 70945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -22099864.000000 Penalty: 5906.346191
	Iteration 1F: 3 clusters Score -2.209986e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -22102268.000000 Penalty: 5906.346191
	Iteration 2Q: 3 clusters Score -2.210227e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -22106120.000000 Penalty: 5906.346191
	Iteration 3F: 3 clusters Score -2.210612e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -22112872.000000 Penalty: 5906.346191
	Iteration 4F: 3 clusters Score -2.211287e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 111348 members 
Entering Unmasked Estep 
Score: -22122150.000000 Penalty: 5906.346191
	Iteration 5F: 3 clusters Score -2.212215e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -22132950.000000 Penalty: 5906.346191
	Iteration 6F: 3 clusters Score -2.213295e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 132253 members 
Entering Unmasked Estep 
Score: -22141282.000000 Penalty: 5906.346191
	Iteration 7F: 3 clusters Score -2.214128e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -22146140.000000 Penalty: 5906.346191
	Iteration 8Q: 3 clusters Score -2.214614e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 142968 members 
Entering Unmasked Estep 
Score: -22148578.000000 Penalty: 5906.346191
	Iteration 9Q: 3 clusters Score -2.214858e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 145135 members 
Entering Unmasked Estep 
Score: -22149638.000000 Penalty: 5906.346191
	Iteration 10Q: 3 clusters Score -2.214964e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -22150206.000000 Penalty: 5906.346191
	Iteration 11Q: 3 clusters Score -2.215021e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 146750 members 
Entering Unmasked Estep 
Score: -22150414.000000 Penalty: 5906.346191
	Iteration 12Q: 3 clusters Score -2.215041e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -22150554.000000 Penalty: 5906.346191
	Iteration 13Q: 3 clusters Score -2.215055e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -22150652.000000 Penalty: 5906.346191
	Iteration 14Q: 3 clusters Score -2.215065e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -22150766.000000 Penalty: 5906.346191
	Iteration 15Q: 3 clusters Score -2.215077e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -22150822.000000 Penalty: 5906.346191
	Iteration 16Q: 3 clusters Score -2.215082e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -22150844.000000 Penalty: 5906.346191
	Iteration 17Q: 3 clusters Score -2.215084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 147489 members 
Entering Unmasked Estep 
Score: -22150862.000000 Penalty: 5906.346191
	Iteration 18Q: 3 clusters Score -2.215086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 147507 members 
Entering Unmasked Estep 
Score: -22150884.000000 Penalty: 5906.346191
	Iteration 19Q: 3 clusters Score -2.215088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -22150910.000000 Penalty: 5906.346191
	Iteration 20F: 3 clusters Score -2.215091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -22150906.000000 Penalty: 5906.346191
	Iteration 21Q: 3 clusters Score -2.215091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -22150934.000000 Penalty: 5906.346191
	Iteration 22Q: 3 clusters Score -2.215093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -22150932.000000 Penalty: 5906.346191
	Iteration 23Q: 3 clusters Score -2.215093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 147586 members 
Entering Unmasked Estep 
Score: -22150934.000000 Penalty: 5906.346191
	Iteration 24Q: 3 clusters Score -2.215093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -22150932.000000 Penalty: 5906.346191
	Iteration 25Q: 3 clusters Score -2.215093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -22150958.000000 Penalty: 5906.346191
	Iteration 26Q: 3 clusters Score -2.215096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -22150940.000000 Penalty: 5906.346191
	Iteration 27Q: 3 clusters Score -2.215094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 147607 members 
Entering Unmasked Estep 
Score: -22150950.000000 Penalty: 5906.346191
	Iteration 28Q: 3 clusters Score -2.215095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 147609 members 
Entering Unmasked Estep 
Score: -22150958.000000 Penalty: 5906.346191
	Iteration 29Q: 3 clusters Score -2.215096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -22150964.000000 Penalty: 5906.346191
	Iteration 30Q: 3 clusters Score -2.215096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -22150960.000000 Penalty: 5906.346191
	Iteration 31Q: 3 clusters Score -2.215096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -22150972.000000 Penalty: 5906.346191
	Iteration 32Q: 3 clusters Score -2.215097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 147624 members 
Entering Unmasked Estep 
Score: -22150968.000000 Penalty: 5906.346191
	Iteration 33Q: 3 clusters Score -2.215097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -22150978.000000 Penalty: 5906.346191
	Iteration 34Q: 3 clusters Score -2.215098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 147626 members 
Entering Unmasked Estep 
Score: -22150978.000000 Penalty: 5906.346191
	Iteration 35Q: 3 clusters Score -2.215098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -22150980.000000 Penalty: 5906.346191
	Iteration 36Q: 3 clusters Score -2.215098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -22150980.000000 Penalty: 5906.346191
	Iteration 37Q: 3 clusters Score -2.215098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -22150972.000000 Penalty: 5906.346191
	Iteration 38Q: 3 clusters Score -2.215097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -22150976.000000 Penalty: 5906.346191
	Iteration 39Q: 3 clusters Score -2.215098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -22150976.000000 Penalty: 5906.346191
	Iteration 40F: 3 clusters Score -2.215098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -22150980.000000 Penalty: 5906.346191
	Iteration 41Q: 3 clusters Score -2.215098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -22150970.000000 Penalty: 5906.346191
	Iteration 42Q: 3 clusters Score -2.215097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -22150980.000000 Penalty: 5906.346191
	Iteration 43Q: 3 clusters Score -2.215098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -22150986.000000 Penalty: 5906.346191
	Iteration 44Q: 3 clusters Score -2.215099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 147627 members 
Entering Unmasked Estep 
Score: -22150976.000000 Penalty: 5906.346191
	Iteration 45Q: 3 clusters Score -2.215098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -22150984.000000 Penalty: 5906.346191
	Iteration 46Q: 3 clusters Score -2.215098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -22150988.000000 Penalty: 5906.346191
	Iteration 47Q: 3 clusters Score -2.215099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -22150978.000000 Penalty: 5906.346191
	Iteration 48Q: 3 clusters Score -2.215098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -22150978.000000 Penalty: 5906.346191
	Iteration 49F: 3 clusters Score -2.215098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -885656.625000 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -885656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -880199.687500 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -880199.7 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -881678.000000 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -881678 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -881897.062500 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -881897.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -882061.500000 Penalty: 4353.437988
	Iteration 3Q: 3 clusters Score -882061.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -882209.500000 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -882209.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -882346.187500 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -882346.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -882466.125000 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -882466.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -882565.750000 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -882565.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -882651.562500 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -882651.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -882720.625000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -882720.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -882807.875000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -882807.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -882904.250000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -882904.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -882974.062500 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -882974.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -883042.375000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -883042.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -883106.000000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -883106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -883152.500000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -883152.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -883193.250000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -883193.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -883240.375000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -883240.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -883283.812500 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -883283.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -883325.687500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -883325.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -883375.875000 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -883375.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -883421.562500 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -883421.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -883460.125000 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -883460.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -883494.125000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -883494.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -883530.500000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -883530.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -883562.000000 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -883562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -883587.375000 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -883587.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -883611.312500 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -883611.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -883634.562500 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -883634.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -883651.375000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -883651.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -883670.312500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -883670.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -883688.812500 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -883688.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -883697.937500 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -883697.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -883712.125000 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -883712.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -883725.125000 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -883725.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -883729.500000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -883729.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -883734.500000 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -883734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -883735.812500 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -883735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -883738.250000 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -883738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -883744.062500 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -883744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -883746.625000 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -883746.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -883754.375000 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -883754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -883761.687500 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -883761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -883769.625000 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -883769.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -883776.812500 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -883776.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -883786.687500 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -883786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -883794.437500 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -883794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -883802.375000 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -883802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -883809.250000 Penalty: 4353.437988
	Iteration 48Q: 3 clusters Score -883809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -883814.812500 Penalty: 4353.437988
	Iteration 49Q: 3 clusters Score -883814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -883815.375000 Penalty: 4353.437988
	Iteration 50Q: 3 clusters Score -883815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -883817.687500 Penalty: 4353.437988
	Iteration 51Q: 3 clusters Score -883817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -883821.437500 Penalty: 4353.437988
	Iteration 52Q: 3 clusters Score -883821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -883825.687500 Penalty: 4353.437988
	Iteration 53Q: 3 clusters Score -883825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -883824.750000 Penalty: 4353.437988
	Iteration 54Q: 3 clusters Score -883824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -883826.562500 Penalty: 4353.437988
	Iteration 55Q: 3 clusters Score -883826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -883828.312500 Penalty: 4353.437988
	Iteration 56Q: 3 clusters Score -883828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -883829.437500 Penalty: 4353.437988
	Iteration 57Q: 3 clusters Score -883829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -883829.812500 Penalty: 4353.437988
	Iteration 58Q: 3 clusters Score -883829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -883831.062500 Penalty: 4353.437988
	Iteration 59Q: 3 clusters Score -883831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -883831.062500 Penalty: 4353.437988
	Iteration 60F: 3 clusters Score -883831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -298946.187500 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -298946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -296294.593750 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -296294.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -296769.906250 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -296769.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -296881.843750 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -296881.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -296947.937500 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -296947.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -296987.156250 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -296987.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297017.312500 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -297017.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297037.000000 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -297037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -297046.531250 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -297046.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -297052.562500 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -297052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297059.281250 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -297059.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297071.968750 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -297072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -297081.968750 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -297082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -297088.937500 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -297088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297094.093750 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -297094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297101.250000 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -297101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -297106.406250 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -297106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297108.812500 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -297108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -297109.156250 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -297109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297109.593750 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -297109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297110.125000 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -297110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297110.125000 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -297110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -496338.937500 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -496338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -492794.937500 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -492794.9 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -493571.343750 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -493571.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -493767.218750 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -493767.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -493875.937500 Penalty: 4040.336426
	Iteration 3F: 3 clusters Score -493875.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -493932.437500 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -493932.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -493982.531250 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -493982.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -494020.656250 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -494020.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -494074.031250 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -494074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -494127.875000 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -494127.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -494201.500000 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -494201.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -494275.375000 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -494275.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -494346.500000 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -494346.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -494395.375000 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -494395.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -494435.625000 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -494435.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -494466.250000 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -494466.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -494498.343750 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -494498.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -494530.062500 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -494530.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -494549.312500 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -494549.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -494570.687500 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -494570.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -494598.406250 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -494598.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -494614.718750 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -494614.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -494627.812500 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -494627.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -494645.437500 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -494645.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -494660.531250 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -494660.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -494672.687500 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -494672.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -494692.781250 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -494692.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -494721.031250 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -494721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -494742.625000 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -494742.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -494759.187500 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -494759.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -494770.093750 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -494770.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -494775.281250 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -494775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -494781.687500 Penalty: 4040.336426
	Iteration 31Q: 3 clusters Score -494781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -494784.875000 Penalty: 4040.336426
	Iteration 32Q: 3 clusters Score -494784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -494788.343750 Penalty: 4040.336426
	Iteration 33Q: 3 clusters Score -494788.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -494790.187500 Penalty: 4040.336426
	Iteration 34Q: 3 clusters Score -494790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -494790.156250 Penalty: 4040.336426
	Iteration 35Q: 3 clusters Score -494790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -494790.156250 Penalty: 4040.336426
	Iteration 36F: 3 clusters Score -494790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -175760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173533.687500 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -173533.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -173967.609375 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -173967.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174077.109375 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -174077.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -174132.437500 Penalty: 3630.324463
	Iteration 3Q: 3 clusters Score -174132.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -174169.781250 Penalty: 3630.324463
	Iteration 4Q: 3 clusters Score -174169.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -174200.296875 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -174200.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -174220.343750 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -174220.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -174243.656250 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -174243.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174267.734375 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -174267.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174301.609375 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -174301.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -174320.890625 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -174320.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -174335.859375 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -174335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -174347.078125 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -174347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174357.421875 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -174357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -174370.578125 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -174370.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -174382.062500 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -174382.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -174396.515625 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -174396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -174406.281250 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -174406.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -174412.171875 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -174412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -174417.593750 Penalty: 3630.324463
	Iteration 19Q: 3 clusters Score -174417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174426.281250 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -174426.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -174437.328125 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -174437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174446.937500 Penalty: 3630.324463
	Iteration 22Q: 3 clusters Score -174446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -174454.265625 Penalty: 3630.324463
	Iteration 23Q: 3 clusters Score -174454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -174460.640625 Penalty: 3630.324463
	Iteration 24Q: 3 clusters Score -174460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -174477.531250 Penalty: 3630.324463
	Iteration 25Q: 3 clusters Score -174477.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -174498.156250 Penalty: 3630.324463
	Iteration 26Q: 3 clusters Score -174498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174519.296875 Penalty: 3630.324463
	Iteration 27Q: 3 clusters Score -174519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174530.218750 Penalty: 3630.324463
	Iteration 28Q: 3 clusters Score -174530.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -174541.875000 Penalty: 3630.324463
	Iteration 29Q: 3 clusters Score -174541.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174554.093750 Penalty: 3630.324463
	Iteration 30Q: 3 clusters Score -174554.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174569.234375 Penalty: 3630.324463
	Iteration 31Q: 3 clusters Score -174569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -174583.531250 Penalty: 3630.324463
	Iteration 32Q: 3 clusters Score -174583.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -174597.921875 Penalty: 3630.324463
	Iteration 33Q: 3 clusters Score -174597.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -174612.890625 Penalty: 3630.324463
	Iteration 34Q: 3 clusters Score -174612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -174627.828125 Penalty: 3630.324463
	Iteration 35Q: 3 clusters Score -174627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174647.468750 Penalty: 3630.324463
	Iteration 36Q: 3 clusters Score -174647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174663.265625 Penalty: 3630.324463
	Iteration 37Q: 3 clusters Score -174663.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -174675.828125 Penalty: 3630.324463
	Iteration 38Q: 3 clusters Score -174675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -174695.859375 Penalty: 3630.324463
	Iteration 39Q: 3 clusters Score -174695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -174709.640625 Penalty: 3630.324463
	Iteration 40F: 3 clusters Score -174709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174724.656250 Penalty: 3630.324463
	Iteration 41Q: 3 clusters Score -174724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -174736.359375 Penalty: 3630.324463
	Iteration 42Q: 3 clusters Score -174736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174746.968750 Penalty: 3630.324463
	Iteration 43Q: 3 clusters Score -174747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174755.000000 Penalty: 3630.324463
	Iteration 44Q: 3 clusters Score -174755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -174762.218750 Penalty: 3630.324463
	Iteration 45Q: 3 clusters Score -174762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -174769.000000 Penalty: 3630.324463
	Iteration 46Q: 3 clusters Score -174769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -174774.328125 Penalty: 3630.324463
	Iteration 47Q: 3 clusters Score -174774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174779.375000 Penalty: 3630.324463
	Iteration 48Q: 3 clusters Score -174779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -174784.296875 Penalty: 3630.324463
	Iteration 49Q: 3 clusters Score -174784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174785.671875 Penalty: 3630.324463
	Iteration 50Q: 3 clusters Score -174785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174785.671875 Penalty: 3630.324463
	Iteration 51F: 3 clusters Score -174785.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -37232.968750 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -37232.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35981.695312 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -35981.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36085.554688 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -36085.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36142.160156 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -36142.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36161.425781 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -36161.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36161.425781 Penalty: 2810.547607
	Iteration 4F: 3 clusters Score -36161.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34851.261719 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34851.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34936.628906 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34936.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34976.703125 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -34976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34989.117188 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -34989.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34998.585938 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -34998.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35002.726562 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -35002.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35002.726562 Penalty: 2763.788330
	Iteration 6F: 3 clusters Score -35002.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -69165.890625 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -69165.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67583.953125 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -67583.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67761.664062 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -67761.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67825.218750 Penalty: 3156.916504
	Iteration 2Q: 3 clusters Score -67825.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67871.484375 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -67871.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67897.265625 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -67897.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67905.945312 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -67905.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67921.523438 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -67921.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67926.203125 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -67926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67928.320312 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -67928.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67929.570312 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -67929.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67929.929688 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -67929.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67930.226562 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -67930.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67930.226562 Penalty: 3156.916504
	Iteration 12F: 3 clusters Score -67930.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -207979.156250 Penalty: 1817.615234
	Iteration 0F: 2 clusters Score -207979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -205678.937500 Penalty: 3635.230469
	Iteration 0F: 3 clusters Score -205678.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -206202.078125 Penalty: 3635.230469
	Iteration 1F: 3 clusters Score -206202.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -206480.281250 Penalty: 3635.230469
	Iteration 2F: 3 clusters Score -206480.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206636.765625 Penalty: 3635.230469
	Iteration 3F: 3 clusters Score -206636.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -206720.234375 Penalty: 3635.230469
	Iteration 4Q: 3 clusters Score -206720.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -206770.328125 Penalty: 3635.230469
	Iteration 5Q: 3 clusters Score -206770.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -206807.671875 Penalty: 3635.230469
	Iteration 6Q: 3 clusters Score -206807.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -206833.468750 Penalty: 3635.230469
	Iteration 7Q: 3 clusters Score -206833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -206848.515625 Penalty: 3635.230469
	Iteration 8Q: 3 clusters Score -206848.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -206870.265625 Penalty: 3635.230469
	Iteration 9Q: 3 clusters Score -206870.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -206892.500000 Penalty: 3635.230469
	Iteration 10Q: 3 clusters Score -206892.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -206912.843750 Penalty: 3635.230469
	Iteration 11Q: 3 clusters Score -206912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206934.375000 Penalty: 3635.230469
	Iteration 12Q: 3 clusters Score -206934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -206958.484375 Penalty: 3635.230469
	Iteration 13Q: 3 clusters Score -206958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -206984.375000 Penalty: 3635.230469
	Iteration 14Q: 3 clusters Score -206984.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -207009.781250 Penalty: 3635.230469
	Iteration 15Q: 3 clusters Score -207009.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -207029.468750 Penalty: 3635.230469
	Iteration 16Q: 3 clusters Score -207029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -207041.640625 Penalty: 3635.230469
	Iteration 17Q: 3 clusters Score -207041.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -207054.859375 Penalty: 3635.230469
	Iteration 18Q: 3 clusters Score -207054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -207064.140625 Penalty: 3635.230469
	Iteration 19Q: 3 clusters Score -207064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -207072.171875 Penalty: 3635.230469
	Iteration 20F: 3 clusters Score -207072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -207080.281250 Penalty: 3635.230469
	Iteration 21Q: 3 clusters Score -207080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -207098.875000 Penalty: 3635.230469
	Iteration 22Q: 3 clusters Score -207098.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -207131.921875 Penalty: 3635.230469
	Iteration 23Q: 3 clusters Score -207131.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -207150.984375 Penalty: 3635.230469
	Iteration 24Q: 3 clusters Score -207151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -207156.937500 Penalty: 3635.230469
	Iteration 25Q: 3 clusters Score -207156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -207162.187500 Penalty: 3635.230469
	Iteration 26Q: 3 clusters Score -207162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -207164.734375 Penalty: 3635.230469
	Iteration 27Q: 3 clusters Score -207164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207165.015625 Penalty: 3635.230469
	Iteration 28Q: 3 clusters Score -207165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207165.015625 Penalty: 3635.230469
	Iteration 29F: 3 clusters Score -207165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (203172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203172 members 
Entering Unmasked Estep 
Score: -30366936.000000 Penalty: 3031.008545
	Iteration 0F: 2 clusters Score -3.036694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101942 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -30234244.000000 Penalty: 6062.017090
	Iteration 0F: 3 clusters Score -3.023424e+07 nChanged 97740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -30292078.000000 Penalty: 6062.017090
	Iteration 1F: 3 clusters Score -3.029208e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109926 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -30293146.000000 Penalty: 6062.017090
	Iteration 2Q: 3 clusters Score -3.029315e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -30295116.000000 Penalty: 6062.017090
	Iteration 3Q: 3 clusters Score -3.029512e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -30298674.000000 Penalty: 6062.017090
	Iteration 4Q: 3 clusters Score -3.029867e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133705 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -30305228.000000 Penalty: 6062.017090
	Iteration 5F: 3 clusters Score -3.030523e+07 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149344 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -30316072.000000 Penalty: 6062.017090
	Iteration 6F: 3 clusters Score -3.031607e+07 nChanged 18722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -30331618.000000 Penalty: 6062.017090
	Iteration 7F: 3 clusters Score -3.033162e+07 nChanged 17357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185415 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -30348002.000000 Penalty: 6062.017090
	Iteration 8F: 3 clusters Score -3.0348e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196337 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -30358198.000000 Penalty: 6062.017090
	Iteration 9F: 3 clusters Score -3.03582e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201028 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -30362450.000000 Penalty: 6062.017090
	Iteration 10Q: 3 clusters Score -3.036245e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202427 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -30363672.000000 Penalty: 6062.017090
	Iteration 11Q: 3 clusters Score -3.036367e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202777 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30363964.000000 Penalty: 6062.017090
	Iteration 12Q: 3 clusters Score -3.036396e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202867 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30364088.000000 Penalty: 6062.017090
	Iteration 13Q: 3 clusters Score -3.036409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202900 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30364150.000000 Penalty: 6062.017090
	Iteration 14Q: 3 clusters Score -3.036415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202914 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30364168.000000 Penalty: 6062.017090
	Iteration 15Q: 3 clusters Score -3.036417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202923 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30364174.000000 Penalty: 6062.017090
	Iteration 16Q: 3 clusters Score -3.036417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202927 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30364198.000000 Penalty: 6062.017090
	Iteration 17Q: 3 clusters Score -3.03642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202929 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30364204.000000 Penalty: 6062.017090
	Iteration 18Q: 3 clusters Score -3.03642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202931 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30364212.000000 Penalty: 6062.017090
	Iteration 19Q: 3 clusters Score -3.036421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202931 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30364218.000000 Penalty: 6062.017090
	Iteration 20F: 3 clusters Score -3.036422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Entering Unmasked Estep 
Score: -6023235.000000 Penalty: 2649.899902
	Iteration 0F: 2 clusters Score -6023235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5993836.500000 Penalty: 5299.799805
	Iteration 0F: 3 clusters Score -5993836 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6004804.000000 Penalty: 5299.799805
	Iteration 1F: 3 clusters Score -6004804 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -6005446.500000 Penalty: 5299.799805
	Iteration 2Q: 3 clusters Score -6005446 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -6005979.500000 Penalty: 5299.799805
	Iteration 3Q: 3 clusters Score -6005980 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -6006589.000000 Penalty: 5299.799805
	Iteration 4Q: 3 clusters Score -6006589 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -6007306.500000 Penalty: 5299.799805
	Iteration 5Q: 3 clusters Score -6007306 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6008193.500000 Penalty: 5299.799805
	Iteration 6Q: 3 clusters Score -6008194 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -6009322.500000 Penalty: 5299.799805
	Iteration 7Q: 3 clusters Score -6009322 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -6010969.500000 Penalty: 5299.799805
	Iteration 8F: 3 clusters Score -6010970 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -6012823.500000 Penalty: 5299.799805
	Iteration 9F: 3 clusters Score -6012824 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -6014714.500000 Penalty: 5299.799805
	Iteration 10F: 3 clusters Score -6014714 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -6016348.500000 Penalty: 5299.799805
	Iteration 11Q: 3 clusters Score -6016348 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -6017590.500000 Penalty: 5299.799805
	Iteration 12Q: 3 clusters Score -6017590 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -6018356.500000 Penalty: 5299.799805
	Iteration 13Q: 3 clusters Score -6018356 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6018920.000000 Penalty: 5299.799805
	Iteration 14Q: 3 clusters Score -6018920 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -6019349.500000 Penalty: 5299.799805
	Iteration 15Q: 3 clusters Score -6019350 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6019630.000000 Penalty: 5299.799805
	Iteration 16Q: 3 clusters Score -6019630 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6019869.500000 Penalty: 5299.799805
	Iteration 17Q: 3 clusters Score -6019870 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6020076.000000 Penalty: 5299.799805
	Iteration 18Q: 3 clusters Score -6020076 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6020227.000000 Penalty: 5299.799805
	Iteration 19Q: 3 clusters Score -6020227 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6020393.500000 Penalty: 5299.799805
	Iteration 20F: 3 clusters Score -6020394 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6020529.500000 Penalty: 5299.799805
	Iteration 21Q: 3 clusters Score -6020530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6020648.000000 Penalty: 5299.799805
	Iteration 22Q: 3 clusters Score -6020648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6020765.000000 Penalty: 5299.799805
	Iteration 23Q: 3 clusters Score -6020765 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6020861.500000 Penalty: 5299.799805
	Iteration 24Q: 3 clusters Score -6020862 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6020954.500000 Penalty: 5299.799805
	Iteration 25Q: 3 clusters Score -6020954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6021018.500000 Penalty: 5299.799805
	Iteration 26Q: 3 clusters Score -6021018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6021111.000000 Penalty: 5299.799805
	Iteration 27Q: 3 clusters Score -6021111 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6021190.500000 Penalty: 5299.799805
	Iteration 28Q: 3 clusters Score -6021190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6021223.000000 Penalty: 5299.799805
	Iteration 29Q: 3 clusters Score -6021223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6021243.500000 Penalty: 5299.799805
	Iteration 30Q: 3 clusters Score -6021244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6021269.000000 Penalty: 5299.799805
	Iteration 31Q: 3 clusters Score -6021269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6021296.000000 Penalty: 5299.799805
	Iteration 32Q: 3 clusters Score -6021296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6021322.500000 Penalty: 5299.799805
	Iteration 33Q: 3 clusters Score -6021322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6021335.000000 Penalty: 5299.799805
	Iteration 34Q: 3 clusters Score -6021335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6021344.000000 Penalty: 5299.799805
	Iteration 35Q: 3 clusters Score -6021344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6021344.000000 Penalty: 5299.799805
	Iteration 36Q: 3 clusters Score -6021344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6021366.000000 Penalty: 5299.799805
	Iteration 37Q: 3 clusters Score -6021366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6021357.500000 Penalty: 5299.799805
	Iteration 38Q: 3 clusters Score -6021358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6021363.000000 Penalty: 5299.799805
	Iteration 39Q: 3 clusters Score -6021363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6021372.000000 Penalty: 5299.799805
	Iteration 40F: 3 clusters Score -6021372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6021367.500000 Penalty: 5299.799805
	Iteration 41Q: 3 clusters Score -6021368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6021367.000000 Penalty: 5299.799805
	Iteration 42Q: 3 clusters Score -6021367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6021363.000000 Penalty: 5299.799805
	Iteration 43Q: 3 clusters Score -6021363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6021362.500000 Penalty: 5299.799805
	Iteration 44Q: 3 clusters Score -6021362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6021363.000000 Penalty: 5299.799805
	Iteration 45Q: 3 clusters Score -6021363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6021362.500000 Penalty: 5299.799805
	Iteration 46Q: 3 clusters Score -6021362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6021365.000000 Penalty: 5299.799805
	Iteration 47Q: 3 clusters Score -6021365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6021363.000000 Penalty: 5299.799805
	Iteration 48Q: 3 clusters Score -6021363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6021363.000000 Penalty: 5299.799805
	Iteration 49F: 3 clusters Score -6021363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26777.974609 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26777.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27017.894531 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -27017.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27170.267578 Penalty: 2744.561279
	Iteration 2F: 3 clusters Score -27170.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27343.197266 Penalty: 2744.561279
	Iteration 3F: 3 clusters Score -27343.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27463.183594 Penalty: 2744.561279
	Iteration 4F: 3 clusters Score -27463.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -27530.312500 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -27530.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27620.748047 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -27620.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27669.181641 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -27669.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27669.181641 Penalty: 2744.561279
	Iteration 8F: 3 clusters Score -27669.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46971.179688 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -46971.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47166.769531 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47166.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47237.500000 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -47237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47275.839844 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -47275.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47308.441406 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -47308.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47321.832031 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47321.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47329.128906 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47329.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47332.097656 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47332.097656 Penalty: 2935.771240
	Iteration 8F: 3 clusters Score -47332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -313782.312500 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -313782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -311041.875000 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -311041.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -311493.093750 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -311493.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -311616.968750 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -311617 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -311688.937500 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -311688.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -311733.781250 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -311733.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -311764.687500 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -311764.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -311783.156250 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -311783.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -311794.343750 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -311794.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311806.781250 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -311806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -311817.718750 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -311817.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -311829.968750 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -311830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -311837.625000 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -311837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -311844.312500 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -311844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -311849.625000 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -311849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -311853.031250 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -311853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -311855.812500 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -311855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -311858.593750 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -311858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -311859.750000 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -311859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -311860.781250 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -311860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -311861.187500 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -311861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -311861.187500 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -311861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -305249.343750 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -305249.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -302585.937500 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -302585.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -303244.437500 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -303244.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -303534.062500 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -303534.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -303791.218750 Penalty: 3790.454102
	Iteration 3F: 3 clusters Score -303791.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -303917.000000 Penalty: 3790.454102
	Iteration 4Q: 3 clusters Score -303917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -304048.750000 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -304048.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -304173.312500 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -304173.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -304301.281250 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -304301.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -304385.531250 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -304385.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -304447.531250 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -304447.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -304482.843750 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -304482.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -304506.812500 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -304506.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304531.437500 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -304531.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -304561.437500 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -304561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -304593.500000 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -304593.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -304618.250000 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -304618.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -304656.750000 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -304656.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -304700.031250 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -304700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -304728.000000 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -304728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -304747.687500 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -304747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -304754.656250 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -304754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -304760.406250 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -304760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -304766.250000 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -304766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -304768.625000 Penalty: 3790.454102
	Iteration 23Q: 3 clusters Score -304768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -304769.687500 Penalty: 3790.454102
	Iteration 24Q: 3 clusters Score -304769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304771.125000 Penalty: 3790.454102
	Iteration 25Q: 3 clusters Score -304771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304770.937500 Penalty: 3790.454102
	Iteration 26Q: 3 clusters Score -304770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304770.937500 Penalty: 3790.454102
	Iteration 27F: 3 clusters Score -304770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148443 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203172 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488656.000000 Penalty: 119653.656250
Iteration 359Q: 37 clusters Score -9.548866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34171 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148446 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203169 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488648.000000 Penalty: 119653.656250
Iteration 360F: 37 clusters Score -9.548865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148446 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203171 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488624.000000 Penalty: 119653.656250
Iteration 361Q: 37 clusters Score -9.548862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148451 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203167 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488664.000000 Penalty: 119653.656250
Iteration 362Q: 37 clusters Score -9.548866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148450 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203168 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488640.000000 Penalty: 119653.656250
Iteration 363Q: 37 clusters Score -9.548864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148451 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203167 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488656.000000 Penalty: 119653.656250
Iteration 364Q: 37 clusters Score -9.548866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148448 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203170 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488608.000000 Penalty: 119653.656250
Iteration 365Q: 37 clusters Score -9.548861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148448 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203170 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95488608.000000 Penalty: 119653.656250
Iteration 366F: 37 clusters Score -9.548861e+07 nChanged 0
Entering ConstructFrom: 
Score: -95488608.000000 Penalty: 119653.656250
Entering ConstructFrom: 
Trying to split cluster 1 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -674907.375000 Penalty: 2101.156494
	Iteration 0F: 2 clusters Score -674907.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -670500.125000 Penalty: 4202.312988
	Iteration 0F: 3 clusters Score -670500.1 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -671636.625000 Penalty: 4202.312988
	Iteration 1F: 3 clusters Score -671636.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -671943.562500 Penalty: 4202.312988
	Iteration 2F: 3 clusters Score -671943.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -672136.312500 Penalty: 4202.312988
	Iteration 3F: 3 clusters Score -672136.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -672287.562500 Penalty: 4202.312988
	Iteration 4Q: 3 clusters Score -672287.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -672422.437500 Penalty: 4202.312988
	Iteration 5Q: 3 clusters Score -672422.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -672529.500000 Penalty: 4202.312988
	Iteration 6Q: 3 clusters Score -672529.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -672611.750000 Penalty: 4202.312988
	Iteration 7Q: 3 clusters Score -672611.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -672687.125000 Penalty: 4202.312988
	Iteration 8Q: 3 clusters Score -672687.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -672758.500000 Penalty: 4202.312988
	Iteration 9Q: 3 clusters Score -672758.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -672828.375000 Penalty: 4202.312988
	Iteration 10Q: 3 clusters Score -672828.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -672884.000000 Penalty: 4202.312988
	Iteration 11Q: 3 clusters Score -672884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -672930.187500 Penalty: 4202.312988
	Iteration 12Q: 3 clusters Score -672930.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -672983.562500 Penalty: 4202.312988
	Iteration 13Q: 3 clusters Score -672983.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -673029.312500 Penalty: 4202.312988
	Iteration 14Q: 3 clusters Score -673029.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -673072.000000 Penalty: 4202.312988
	Iteration 15Q: 3 clusters Score -673072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -673114.437500 Penalty: 4202.312988
	Iteration 16Q: 3 clusters Score -673114.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -673155.125000 Penalty: 4202.312988
	Iteration 17Q: 3 clusters Score -673155.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -673197.562500 Penalty: 4202.312988
	Iteration 18Q: 3 clusters Score -673197.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -673230.375000 Penalty: 4202.312988
	Iteration 19Q: 3 clusters Score -673230.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -673251.437500 Penalty: 4202.312988
	Iteration 20F: 3 clusters Score -673251.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -673278.312500 Penalty: 4202.312988
	Iteration 21Q: 3 clusters Score -673278.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -673307.000000 Penalty: 4202.312988
	Iteration 22Q: 3 clusters Score -673307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -673339.812500 Penalty: 4202.312988
	Iteration 23Q: 3 clusters Score -673339.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -673368.687500 Penalty: 4202.312988
	Iteration 24Q: 3 clusters Score -673368.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -673403.312500 Penalty: 4202.312988
	Iteration 25Q: 3 clusters Score -673403.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -673434.437500 Penalty: 4202.312988
	Iteration 26Q: 3 clusters Score -673434.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -673461.375000 Penalty: 4202.312988
	Iteration 27Q: 3 clusters Score -673461.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -673496.125000 Penalty: 4202.312988
	Iteration 28Q: 3 clusters Score -673496.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -673523.937500 Penalty: 4202.312988
	Iteration 29Q: 3 clusters Score -673523.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -673546.500000 Penalty: 4202.312988
	Iteration 30Q: 3 clusters Score -673546.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -673567.000000 Penalty: 4202.312988
	Iteration 31Q: 3 clusters Score -673567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -673587.375000 Penalty: 4202.312988
	Iteration 32Q: 3 clusters Score -673587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -673609.562500 Penalty: 4202.312988
	Iteration 33Q: 3 clusters Score -673609.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -673623.125000 Penalty: 4202.312988
	Iteration 34Q: 3 clusters Score -673623.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -673643.500000 Penalty: 4202.312988
	Iteration 35Q: 3 clusters Score -673643.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -673651.687500 Penalty: 4202.312988
	Iteration 36Q: 3 clusters Score -673651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -673654.500000 Penalty: 4202.312988
	Iteration 37Q: 3 clusters Score -673654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -673656.937500 Penalty: 4202.312988
	Iteration 38Q: 3 clusters Score -673656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -673660.125000 Penalty: 4202.312988
	Iteration 39Q: 3 clusters Score -673660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -673663.312500 Penalty: 4202.312988
	Iteration 40F: 3 clusters Score -673663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -673665.312500 Penalty: 4202.312988
	Iteration 41Q: 3 clusters Score -673665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -673670.312500 Penalty: 4202.312988
	Iteration 42Q: 3 clusters Score -673670.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -673673.875000 Penalty: 4202.312988
	Iteration 43Q: 3 clusters Score -673673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -673678.625000 Penalty: 4202.312988
	Iteration 44Q: 3 clusters Score -673678.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -673684.500000 Penalty: 4202.312988
	Iteration 45Q: 3 clusters Score -673684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -673687.437500 Penalty: 4202.312988
	Iteration 46Q: 3 clusters Score -673687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -673688.000000 Penalty: 4202.312988
	Iteration 47Q: 3 clusters Score -673688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -673688.312500 Penalty: 4202.312988
	Iteration 48Q: 3 clusters Score -673688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -673690.500000 Penalty: 4202.312988
	Iteration 49Q: 3 clusters Score -673690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -673690.375000 Penalty: 4202.312988
	Iteration 50Q: 3 clusters Score -673690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -673693.500000 Penalty: 4202.312988
	Iteration 51Q: 3 clusters Score -673693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -673694.125000 Penalty: 4202.312988
	Iteration 52Q: 3 clusters Score -673694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -673695.250000 Penalty: 4202.312988
	Iteration 53Q: 3 clusters Score -673695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -673695.250000 Penalty: 4202.312988
	Iteration 54F: 3 clusters Score -673695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -2295765.000000 Penalty: 2395.825684
	Iteration 0F: 2 clusters Score -2295765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2284507.250000 Penalty: 4791.651367
	Iteration 0F: 3 clusters Score -2284507 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2288083.500000 Penalty: 4791.651367
	Iteration 1F: 3 clusters Score -2288084 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2288520.500000 Penalty: 4791.651367
	Iteration 2F: 3 clusters Score -2288520 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2288862.750000 Penalty: 4791.651367
	Iteration 3F: 3 clusters Score -2288863 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2289146.250000 Penalty: 4791.651367
	Iteration 4Q: 3 clusters Score -2289146 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2289434.500000 Penalty: 4791.651367
	Iteration 5Q: 3 clusters Score -2289434 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2289789.250000 Penalty: 4791.651367
	Iteration 6Q: 3 clusters Score -2289789 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2290174.500000 Penalty: 4791.651367
	Iteration 7Q: 3 clusters Score -2290174 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2290574.500000 Penalty: 4791.651367
	Iteration 8Q: 3 clusters Score -2290574 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2290994.000000 Penalty: 4791.651367
	Iteration 9Q: 3 clusters Score -2290994 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2291398.500000 Penalty: 4791.651367
	Iteration 10Q: 3 clusters Score -2291398 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2291732.500000 Penalty: 4791.651367
	Iteration 11Q: 3 clusters Score -2291732 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2291978.750000 Penalty: 4791.651367
	Iteration 12Q: 3 clusters Score -2291979 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2292155.750000 Penalty: 4791.651367
	Iteration 13Q: 3 clusters Score -2292156 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2292271.250000 Penalty: 4791.651367
	Iteration 14Q: 3 clusters Score -2292271 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2292339.750000 Penalty: 4791.651367
	Iteration 15Q: 3 clusters Score -2292340 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2292389.250000 Penalty: 4791.651367
	Iteration 16Q: 3 clusters Score -2292389 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2292425.250000 Penalty: 4791.651367
	Iteration 17Q: 3 clusters Score -2292425 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2292453.250000 Penalty: 4791.651367
	Iteration 18Q: 3 clusters Score -2292453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2292473.000000 Penalty: 4791.651367
	Iteration 19Q: 3 clusters Score -2292473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2292495.250000 Penalty: 4791.651367
	Iteration 20F: 3 clusters Score -2292495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2292506.250000 Penalty: 4791.651367
	Iteration 21Q: 3 clusters Score -2292506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2292523.750000 Penalty: 4791.651367
	Iteration 22Q: 3 clusters Score -2292524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2292545.000000 Penalty: 4791.651367
	Iteration 23Q: 3 clusters Score -2292545 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2292575.000000 Penalty: 4791.651367
	Iteration 24Q: 3 clusters Score -2292575 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2292597.750000 Penalty: 4791.651367
	Iteration 25Q: 3 clusters Score -2292598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2292632.250000 Penalty: 4791.651367
	Iteration 26Q: 3 clusters Score -2292632 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2292673.750000 Penalty: 4791.651367
	Iteration 27Q: 3 clusters Score -2292674 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2292719.250000 Penalty: 4791.651367
	Iteration 28Q: 3 clusters Score -2292719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2292760.750000 Penalty: 4791.651367
	Iteration 29Q: 3 clusters Score -2292761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2292800.000000 Penalty: 4791.651367
	Iteration 30Q: 3 clusters Score -2292800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2292824.000000 Penalty: 4791.651367
	Iteration 31Q: 3 clusters Score -2292824 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2292857.750000 Penalty: 4791.651367
	Iteration 32Q: 3 clusters Score -2292858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2292888.500000 Penalty: 4791.651367
	Iteration 33Q: 3 clusters Score -2292888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2292914.000000 Penalty: 4791.651367
	Iteration 34Q: 3 clusters Score -2292914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2292937.250000 Penalty: 4791.651367
	Iteration 35Q: 3 clusters Score -2292937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2292970.500000 Penalty: 4791.651367
	Iteration 36Q: 3 clusters Score -2292970 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2292992.500000 Penalty: 4791.651367
	Iteration 37Q: 3 clusters Score -2292992 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2293028.000000 Penalty: 4791.651367
	Iteration 38Q: 3 clusters Score -2293028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2293057.500000 Penalty: 4791.651367
	Iteration 39Q: 3 clusters Score -2293058 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2293081.000000 Penalty: 4791.651367
	Iteration 40F: 3 clusters Score -2293081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2293113.250000 Penalty: 4791.651367
	Iteration 41Q: 3 clusters Score -2293113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2293130.750000 Penalty: 4791.651367
	Iteration 42Q: 3 clusters Score -2293131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2293154.500000 Penalty: 4791.651367
	Iteration 43Q: 3 clusters Score -2293154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2293186.750000 Penalty: 4791.651367
	Iteration 44Q: 3 clusters Score -2293187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2293205.000000 Penalty: 4791.651367
	Iteration 45Q: 3 clusters Score -2293205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2293210.000000 Penalty: 4791.651367
	Iteration 46Q: 3 clusters Score -2293210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2293233.500000 Penalty: 4791.651367
	Iteration 47Q: 3 clusters Score -2293234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2293251.250000 Penalty: 4791.651367
	Iteration 48Q: 3 clusters Score -2293251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2293265.500000 Penalty: 4791.651367
	Iteration 49Q: 3 clusters Score -2293266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2293274.500000 Penalty: 4791.651367
	Iteration 50Q: 3 clusters Score -2293274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2293286.750000 Penalty: 4791.651367
	Iteration 51Q: 3 clusters Score -2293287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2293292.250000 Penalty: 4791.651367
	Iteration 52Q: 3 clusters Score -2293292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2293308.250000 Penalty: 4791.651367
	Iteration 53Q: 3 clusters Score -2293308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2293314.250000 Penalty: 4791.651367
	Iteration 54Q: 3 clusters Score -2293314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2293328.250000 Penalty: 4791.651367
	Iteration 55Q: 3 clusters Score -2293328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2293329.000000 Penalty: 4791.651367
	Iteration 56Q: 3 clusters Score -2293329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2293331.500000 Penalty: 4791.651367
	Iteration 57Q: 3 clusters Score -2293332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2293341.500000 Penalty: 4791.651367
	Iteration 58Q: 3 clusters Score -2293342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2293359.500000 Penalty: 4791.651367
	Iteration 59Q: 3 clusters Score -2293360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2293368.500000 Penalty: 4791.651367
	Iteration 60F: 3 clusters Score -2293368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2293376.000000 Penalty: 4791.651367
	Iteration 61Q: 3 clusters Score -2293376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2293379.000000 Penalty: 4791.651367
	Iteration 62Q: 3 clusters Score -2293379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2293383.250000 Penalty: 4791.651367
	Iteration 63Q: 3 clusters Score -2293383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2293395.750000 Penalty: 4791.651367
	Iteration 64Q: 3 clusters Score -2293396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2293405.000000 Penalty: 4791.651367
	Iteration 65Q: 3 clusters Score -2293405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2293409.750000 Penalty: 4791.651367
	Iteration 66Q: 3 clusters Score -2293410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2293416.500000 Penalty: 4791.651367
	Iteration 67Q: 3 clusters Score -2293416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2293410.750000 Penalty: 4791.651367
	Iteration 68Q: 3 clusters Score -2293411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2293418.250000 Penalty: 4791.651367
	Iteration 69Q: 3 clusters Score -2293418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2293421.000000 Penalty: 4791.651367
	Iteration 70Q: 3 clusters Score -2293421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2293419.750000 Penalty: 4791.651367
	Iteration 71Q: 3 clusters Score -2293420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2293420.500000 Penalty: 4791.651367
	Iteration 72Q: 3 clusters Score -2293420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2293423.250000 Penalty: 4791.651367
	Iteration 73Q: 3 clusters Score -2293423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2293426.000000 Penalty: 4791.651367
	Iteration 74Q: 3 clusters Score -2293426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2293426.750000 Penalty: 4791.651367
	Iteration 75Q: 3 clusters Score -2293427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2293430.000000 Penalty: 4791.651367
	Iteration 76Q: 3 clusters Score -2293430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2293428.250000 Penalty: 4791.651367
	Iteration 77Q: 3 clusters Score -2293428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2293430.250000 Penalty: 4791.651367
	Iteration 78Q: 3 clusters Score -2293430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2293429.000000 Penalty: 4791.651367
	Iteration 79Q: 3 clusters Score -2293429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2293430.750000 Penalty: 4791.651367
	Iteration 80F: 3 clusters Score -2293431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2293431.000000 Penalty: 4791.651367
	Iteration 81Q: 3 clusters Score -2293431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2293435.750000 Penalty: 4791.651367
	Iteration 82Q: 3 clusters Score -2293436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2293434.500000 Penalty: 4791.651367
	Iteration 83Q: 3 clusters Score -2293434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2293441.000000 Penalty: 4791.651367
	Iteration 84Q: 3 clusters Score -2293441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2293439.250000 Penalty: 4791.651367
	Iteration 85Q: 3 clusters Score -2293439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2293440.250000 Penalty: 4791.651367
	Iteration 86Q: 3 clusters Score -2293440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2293443.250000 Penalty: 4791.651367
	Iteration 87Q: 3 clusters Score -2293443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2293447.250000 Penalty: 4791.651367
	Iteration 88Q: 3 clusters Score -2293447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2293446.750000 Penalty: 4791.651367
	Iteration 89Q: 3 clusters Score -2293447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2293452.500000 Penalty: 4791.651367
	Iteration 90Q: 3 clusters Score -2293452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2293461.500000 Penalty: 4791.651367
	Iteration 91Q: 3 clusters Score -2293462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2293456.500000 Penalty: 4791.651367
	Iteration 92Q: 3 clusters Score -2293456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2293464.250000 Penalty: 4791.651367
	Iteration 93Q: 3 clusters Score -2293464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2293460.750000 Penalty: 4791.651367
	Iteration 94Q: 3 clusters Score -2293461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2293473.750000 Penalty: 4791.651367
	Iteration 95Q: 3 clusters Score -2293474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2293473.250000 Penalty: 4791.651367
	Iteration 96Q: 3 clusters Score -2293473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2293478.000000 Penalty: 4791.651367
	Iteration 97Q: 3 clusters Score -2293478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2293478.750000 Penalty: 4791.651367
	Iteration 98Q: 3 clusters Score -2293479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2293480.000000 Penalty: 4791.651367
	Iteration 99Q: 3 clusters Score -2293480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2293479.000000 Penalty: 4791.651367
	Iteration 100F: 3 clusters Score -2293479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2293479.000000 Penalty: 4791.651367
	Iteration 101Q: 3 clusters Score -2293479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2293478.000000 Penalty: 4791.651367
	Iteration 102Q: 3 clusters Score -2293478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2293478.000000 Penalty: 4791.651367
	Iteration 103F: 3 clusters Score -2293478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -532740.125000 Penalty: 2036.515137
	Iteration 0F: 2 clusters Score -532740.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -529066.500000 Penalty: 4073.030273
	Iteration 0F: 3 clusters Score -529066.5 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -529807.500000 Penalty: 4073.030273
	Iteration 1F: 3 clusters Score -529807.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -529970.312500 Penalty: 4073.030273
	Iteration 2F: 3 clusters Score -529970.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -530104.562500 Penalty: 4073.030273
	Iteration 3Q: 3 clusters Score -530104.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -530220.687500 Penalty: 4073.030273
	Iteration 4Q: 3 clusters Score -530220.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -530335.250000 Penalty: 4073.030273
	Iteration 5Q: 3 clusters Score -530335.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -530455.812500 Penalty: 4073.030273
	Iteration 6Q: 3 clusters Score -530455.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -530561.000000 Penalty: 4073.030273
	Iteration 7Q: 3 clusters Score -530561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -530659.562500 Penalty: 4073.030273
	Iteration 8Q: 3 clusters Score -530659.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -530751.562500 Penalty: 4073.030273
	Iteration 9Q: 3 clusters Score -530751.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -530852.562500 Penalty: 4073.030273
	Iteration 10Q: 3 clusters Score -530852.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -530933.625000 Penalty: 4073.030273
	Iteration 11Q: 3 clusters Score -530933.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -530986.750000 Penalty: 4073.030273
	Iteration 12Q: 3 clusters Score -530986.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -531045.500000 Penalty: 4073.030273
	Iteration 13Q: 3 clusters Score -531045.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -531090.187500 Penalty: 4073.030273
	Iteration 14Q: 3 clusters Score -531090.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -531127.250000 Penalty: 4073.030273
	Iteration 15Q: 3 clusters Score -531127.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -531157.562500 Penalty: 4073.030273
	Iteration 16Q: 3 clusters Score -531157.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -531181.437500 Penalty: 4073.030273
	Iteration 17Q: 3 clusters Score -531181.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -531204.687500 Penalty: 4073.030273
	Iteration 18Q: 3 clusters Score -531204.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -531235.812500 Penalty: 4073.030273
	Iteration 19Q: 3 clusters Score -531235.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -531257.250000 Penalty: 4073.030273
	Iteration 20F: 3 clusters Score -531257.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -531275.562500 Penalty: 4073.030273
	Iteration 21Q: 3 clusters Score -531275.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -531291.312500 Penalty: 4073.030273
	Iteration 22Q: 3 clusters Score -531291.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -531304.875000 Penalty: 4073.030273
	Iteration 23Q: 3 clusters Score -531304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -531311.437500 Penalty: 4073.030273
	Iteration 24Q: 3 clusters Score -531311.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -531318.937500 Penalty: 4073.030273
	Iteration 25Q: 3 clusters Score -531318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -531324.562500 Penalty: 4073.030273
	Iteration 26Q: 3 clusters Score -531324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -531332.812500 Penalty: 4073.030273
	Iteration 27Q: 3 clusters Score -531332.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -531338.312500 Penalty: 4073.030273
	Iteration 28Q: 3 clusters Score -531338.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -531342.875000 Penalty: 4073.030273
	Iteration 29Q: 3 clusters Score -531342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -531344.687500 Penalty: 4073.030273
	Iteration 30Q: 3 clusters Score -531344.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -531347.437500 Penalty: 4073.030273
	Iteration 31Q: 3 clusters Score -531347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -531349.625000 Penalty: 4073.030273
	Iteration 32Q: 3 clusters Score -531349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -531353.562500 Penalty: 4073.030273
	Iteration 33Q: 3 clusters Score -531353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -531354.437500 Penalty: 4073.030273
	Iteration 34Q: 3 clusters Score -531354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -531354.187500 Penalty: 4073.030273
	Iteration 35Q: 3 clusters Score -531354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -531354.187500 Penalty: 4073.030273
	Iteration 36F: 3 clusters Score -531354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -102145.320312 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -102145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100405.140625 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -100405.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100800.546875 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -100800.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101022.937500 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -101022.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101159.429688 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -101159.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101284.960938 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -101285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101415.726562 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -101415.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101490.695312 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -101490.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101525.117188 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -101525.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101559.578125 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -101559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101586.679688 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -101586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101609.781250 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -101609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101632.148438 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -101632.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101663.656250 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -101663.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101692.945312 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -101692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101744.734375 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -101744.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101789.562500 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -101789.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101828.781250 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -101828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101846.500000 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -101846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101882.187500 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -101882.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101926.296875 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -101926.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101950.632812 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -101950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101979.507812 Penalty: 3324.172363
	Iteration 21Q: 3 clusters Score -101979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -102023.906250 Penalty: 3324.172363
	Iteration 22Q: 3 clusters Score -102023.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102077.828125 Penalty: 3324.172363
	Iteration 23Q: 3 clusters Score -102077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102172.351562 Penalty: 3324.172363
	Iteration 24Q: 3 clusters Score -102172.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102258.078125 Penalty: 3324.172363
	Iteration 25Q: 3 clusters Score -102258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102281.476562 Penalty: 3324.172363
	Iteration 26Q: 3 clusters Score -102281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102283.171875 Penalty: 3324.172363
	Iteration 27Q: 3 clusters Score -102283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102283.296875 Penalty: 3324.172363
	Iteration 28F: 3 clusters Score -102283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -102286.875000 Penalty: 3324.172363
	Iteration 29Q: 3 clusters Score -102286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -102286.875000 Penalty: 3324.172363
	Iteration 30F: 3 clusters Score -102286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148448 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203170 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
Score: -95487056.000000 Penalty: 122977.367188
Splitting cluster 4 changes total score from -95488608.000000 to -95487056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -1114272.125000 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -1114272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1108106.625000 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -1108107 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1109709.625000 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -1109710 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1109954.875000 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -1109955 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1110098.375000 Penalty: 4429.656250
	Iteration 3Q: 3 clusters Score -1110098 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1110196.125000 Penalty: 4429.656250
	Iteration 4Q: 3 clusters Score -1110196 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1110268.000000 Penalty: 4429.656250
	Iteration 5Q: 3 clusters Score -1110268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1110344.500000 Penalty: 4429.656250
	Iteration 6Q: 3 clusters Score -1110344 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1110413.500000 Penalty: 4429.656250
	Iteration 7Q: 3 clusters Score -1110414 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1110497.750000 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -1110498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1110600.625000 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -1110601 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1110706.000000 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -1110706 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1110826.625000 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -1110827 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1110992.000000 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -1110992 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1111200.000000 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -1111200 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1111388.000000 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -1111388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1111594.500000 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -1111594 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1111784.125000 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -1111784 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1111951.375000 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -1111951 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1112097.375000 Penalty: 4429.656250
	Iteration 18Q: 3 clusters Score -1112097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1112203.375000 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -1112203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1112267.125000 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -1112267 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1112317.500000 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -1112318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1112347.500000 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -1112348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1112371.000000 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -1112371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1112393.250000 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -1112393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1112412.625000 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -1112413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1112428.750000 Penalty: 4429.656250
	Iteration 26Q: 3 clusters Score -1112429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1112442.750000 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -1112443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1112451.125000 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -1112451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1112455.500000 Penalty: 4429.656250
	Iteration 29Q: 3 clusters Score -1112456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1112460.750000 Penalty: 4429.656250
	Iteration 30Q: 3 clusters Score -1112461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1112465.375000 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -1112465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1112468.000000 Penalty: 4429.656250
	Iteration 32Q: 3 clusters Score -1112468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1112473.000000 Penalty: 4429.656250
	Iteration 33Q: 3 clusters Score -1112473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1112475.500000 Penalty: 4429.656250
	Iteration 34Q: 3 clusters Score -1112476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1112478.500000 Penalty: 4429.656250
	Iteration 35Q: 3 clusters Score -1112478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1112486.875000 Penalty: 4429.656250
	Iteration 36Q: 3 clusters Score -1112487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1112491.500000 Penalty: 4429.656250
	Iteration 37Q: 3 clusters Score -1112492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1112499.750000 Penalty: 4429.656250
	Iteration 38Q: 3 clusters Score -1112500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1112500.000000 Penalty: 4429.656250
	Iteration 39Q: 3 clusters Score -1112500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1112500.500000 Penalty: 4429.656250
	Iteration 40F: 3 clusters Score -1112500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1112501.500000 Penalty: 4429.656250
	Iteration 41Q: 3 clusters Score -1112502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1112502.375000 Penalty: 4429.656250
	Iteration 42Q: 3 clusters Score -1112502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1112502.625000 Penalty: 4429.656250
	Iteration 43Q: 3 clusters Score -1112503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1112504.250000 Penalty: 4429.656250
	Iteration 44Q: 3 clusters Score -1112504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1112504.250000 Penalty: 4429.656250
	Iteration 45F: 3 clusters Score -1112504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Entering Unmasked Estep 
Score: -1554073.750000 Penalty: 2303.342773
	Iteration 0F: 2 clusters Score -1554074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1545866.625000 Penalty: 4606.685547
	Iteration 0F: 3 clusters Score -1545867 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1548301.750000 Penalty: 4606.685547
	Iteration 1F: 3 clusters Score -1548302 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1548647.250000 Penalty: 4606.685547
	Iteration 2F: 3 clusters Score -1548647 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1548888.875000 Penalty: 4606.685547
	Iteration 3F: 3 clusters Score -1548889 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1549070.500000 Penalty: 4606.685547
	Iteration 4Q: 3 clusters Score -1549070 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1549243.500000 Penalty: 4606.685547
	Iteration 5Q: 3 clusters Score -1549244 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1549416.875000 Penalty: 4606.685547
	Iteration 6Q: 3 clusters Score -1549417 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1549580.250000 Penalty: 4606.685547
	Iteration 7Q: 3 clusters Score -1549580 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1549752.000000 Penalty: 4606.685547
	Iteration 8Q: 3 clusters Score -1549752 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1549933.625000 Penalty: 4606.685547
	Iteration 9Q: 3 clusters Score -1549934 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1550097.375000 Penalty: 4606.685547
	Iteration 10Q: 3 clusters Score -1550097 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1550262.250000 Penalty: 4606.685547
	Iteration 11Q: 3 clusters Score -1550262 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1550423.625000 Penalty: 4606.685547
	Iteration 12Q: 3 clusters Score -1550424 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1550592.500000 Penalty: 4606.685547
	Iteration 13Q: 3 clusters Score -1550592 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1550760.500000 Penalty: 4606.685547
	Iteration 14Q: 3 clusters Score -1550760 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1550917.750000 Penalty: 4606.685547
	Iteration 15Q: 3 clusters Score -1550918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1551052.875000 Penalty: 4606.685547
	Iteration 16Q: 3 clusters Score -1551053 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1551161.000000 Penalty: 4606.685547
	Iteration 17Q: 3 clusters Score -1551161 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1551252.875000 Penalty: 4606.685547
	Iteration 18Q: 3 clusters Score -1551253 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1551328.125000 Penalty: 4606.685547
	Iteration 19Q: 3 clusters Score -1551328 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1551394.375000 Penalty: 4606.685547
	Iteration 20F: 3 clusters Score -1551394 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1551448.625000 Penalty: 4606.685547
	Iteration 21Q: 3 clusters Score -1551449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1551502.625000 Penalty: 4606.685547
	Iteration 22Q: 3 clusters Score -1551503 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1551544.375000 Penalty: 4606.685547
	Iteration 23Q: 3 clusters Score -1551544 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1551598.750000 Penalty: 4606.685547
	Iteration 24Q: 3 clusters Score -1551599 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1551652.625000 Penalty: 4606.685547
	Iteration 25Q: 3 clusters Score -1551653 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1551720.500000 Penalty: 4606.685547
	Iteration 26Q: 3 clusters Score -1551720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1551818.875000 Penalty: 4606.685547
	Iteration 27Q: 3 clusters Score -1551819 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1551923.750000 Penalty: 4606.685547
	Iteration 28Q: 3 clusters Score -1551924 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1551996.625000 Penalty: 4606.685547
	Iteration 29Q: 3 clusters Score -1551997 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1552060.750000 Penalty: 4606.685547
	Iteration 30Q: 3 clusters Score -1552061 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1552117.375000 Penalty: 4606.685547
	Iteration 31Q: 3 clusters Score -1552117 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1552169.750000 Penalty: 4606.685547
	Iteration 32Q: 3 clusters Score -1552170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1552221.375000 Penalty: 4606.685547
	Iteration 33Q: 3 clusters Score -1552221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1552272.500000 Penalty: 4606.685547
	Iteration 34Q: 3 clusters Score -1552272 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1552323.000000 Penalty: 4606.685547
	Iteration 35Q: 3 clusters Score -1552323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1552366.500000 Penalty: 4606.685547
	Iteration 36Q: 3 clusters Score -1552366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1552405.375000 Penalty: 4606.685547
	Iteration 37Q: 3 clusters Score -1552405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1552426.875000 Penalty: 4606.685547
	Iteration 38Q: 3 clusters Score -1552427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1552438.500000 Penalty: 4606.685547
	Iteration 39Q: 3 clusters Score -1552438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1552460.875000 Penalty: 4606.685547
	Iteration 40F: 3 clusters Score -1552461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1552475.125000 Penalty: 4606.685547
	Iteration 41Q: 3 clusters Score -1552475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1552487.625000 Penalty: 4606.685547
	Iteration 42Q: 3 clusters Score -1552488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1552496.625000 Penalty: 4606.685547
	Iteration 43Q: 3 clusters Score -1552497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1552506.625000 Penalty: 4606.685547
	Iteration 44Q: 3 clusters Score -1552507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1552513.500000 Penalty: 4606.685547
	Iteration 45Q: 3 clusters Score -1552514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1552527.000000 Penalty: 4606.685547
	Iteration 46Q: 3 clusters Score -1552527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1552537.750000 Penalty: 4606.685547
	Iteration 47Q: 3 clusters Score -1552538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1552545.750000 Penalty: 4606.685547
	Iteration 48Q: 3 clusters Score -1552546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1552556.000000 Penalty: 4606.685547
	Iteration 49Q: 3 clusters Score -1552556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1552559.375000 Penalty: 4606.685547
	Iteration 50Q: 3 clusters Score -1552559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1552567.500000 Penalty: 4606.685547
	Iteration 51Q: 3 clusters Score -1552568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1552574.500000 Penalty: 4606.685547
	Iteration 52Q: 3 clusters Score -1552574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1552582.250000 Penalty: 4606.685547
	Iteration 53Q: 3 clusters Score -1552582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1552591.000000 Penalty: 4606.685547
	Iteration 54Q: 3 clusters Score -1552591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1552593.625000 Penalty: 4606.685547
	Iteration 55Q: 3 clusters Score -1552594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1552607.000000 Penalty: 4606.685547
	Iteration 56Q: 3 clusters Score -1552607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1552605.125000 Penalty: 4606.685547
	Iteration 57Q: 3 clusters Score -1552605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1552608.375000 Penalty: 4606.685547
	Iteration 58Q: 3 clusters Score -1552608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1552614.250000 Penalty: 4606.685547
	Iteration 59Q: 3 clusters Score -1552614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1552618.250000 Penalty: 4606.685547
	Iteration 60F: 3 clusters Score -1552618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1552620.375000 Penalty: 4606.685547
	Iteration 61Q: 3 clusters Score -1552620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1552625.625000 Penalty: 4606.685547
	Iteration 62Q: 3 clusters Score -1552626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1552628.125000 Penalty: 4606.685547
	Iteration 63Q: 3 clusters Score -1552628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1552625.625000 Penalty: 4606.685547
	Iteration 64Q: 3 clusters Score -1552626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1552627.125000 Penalty: 4606.685547
	Iteration 65Q: 3 clusters Score -1552627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1552629.125000 Penalty: 4606.685547
	Iteration 66Q: 3 clusters Score -1552629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1552639.500000 Penalty: 4606.685547
	Iteration 67Q: 3 clusters Score -1552640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1552638.750000 Penalty: 4606.685547
	Iteration 68Q: 3 clusters Score -1552639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1552642.625000 Penalty: 4606.685547
	Iteration 69Q: 3 clusters Score -1552643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1552644.125000 Penalty: 4606.685547
	Iteration 70Q: 3 clusters Score -1552644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1552641.875000 Penalty: 4606.685547
	Iteration 71Q: 3 clusters Score -1552642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1552639.875000 Penalty: 4606.685547
	Iteration 72Q: 3 clusters Score -1552640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1552644.125000 Penalty: 4606.685547
	Iteration 73Q: 3 clusters Score -1552644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1552641.500000 Penalty: 4606.685547
	Iteration 74Q: 3 clusters Score -1552642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1552647.125000 Penalty: 4606.685547
	Iteration 75Q: 3 clusters Score -1552647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1552647.000000 Penalty: 4606.685547
	Iteration 76Q: 3 clusters Score -1552647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1552646.375000 Penalty: 4606.685547
	Iteration 77Q: 3 clusters Score -1552646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1552648.875000 Penalty: 4606.685547
	Iteration 78Q: 3 clusters Score -1552649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1552649.750000 Penalty: 4606.685547
	Iteration 79Q: 3 clusters Score -1552650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1552650.125000 Penalty: 4606.685547
	Iteration 80F: 3 clusters Score -1552650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1552651.875000 Penalty: 4606.685547
	Iteration 81Q: 3 clusters Score -1552652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1552653.250000 Penalty: 4606.685547
	Iteration 82Q: 3 clusters Score -1552653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1552653.250000 Penalty: 4606.685547
	Iteration 83F: 3 clusters Score -1552653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -889530.687500 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -889530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -884213.562500 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -884213.6 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -885879.250000 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -885879.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -886342.562500 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -886342.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -886659.750000 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -886659.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -886893.875000 Penalty: 4348.904297
	Iteration 4F: 3 clusters Score -886893.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -887106.625000 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -887106.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -887285.125000 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -887285.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -887419.875000 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -887419.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -887518.437500 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -887518.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -887591.312500 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -887591.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -887648.562500 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -887648.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -887691.750000 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -887691.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -887734.500000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -887734.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -887763.812500 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -887763.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -887785.687500 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -887785.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -887803.125000 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -887803.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -887813.687500 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -887813.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -887832.750000 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -887832.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -887844.875000 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -887844.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -887853.000000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -887853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -887860.500000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -887860.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -887864.812500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -887864.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -887873.937500 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -887873.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -887879.500000 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -887879.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -887884.250000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -887884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -887886.125000 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -887886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -887887.437500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -887887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -887889.250000 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -887889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -887893.187500 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -887893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -887897.812500 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -887897.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -887910.562500 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -887910.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -887923.437500 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -887923.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -887936.625000 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -887936.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -887947.562500 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -887947.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -887954.000000 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -887954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -887962.750000 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -887962.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -887970.250000 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -887970.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -887985.250000 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -887985.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -887998.625000 Penalty: 4348.904297
	Iteration 38Q: 3 clusters Score -887998.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -888013.000000 Penalty: 4348.904297
	Iteration 39Q: 3 clusters Score -888013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -888025.187500 Penalty: 4348.904297
	Iteration 40F: 3 clusters Score -888025.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -888035.125000 Penalty: 4348.904297
	Iteration 41Q: 3 clusters Score -888035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -888043.812500 Penalty: 4348.904297
	Iteration 42Q: 3 clusters Score -888043.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -888051.625000 Penalty: 4348.904297
	Iteration 43Q: 3 clusters Score -888051.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -888057.812500 Penalty: 4348.904297
	Iteration 44Q: 3 clusters Score -888057.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -888063.250000 Penalty: 4348.904297
	Iteration 45Q: 3 clusters Score -888063.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -888065.937500 Penalty: 4348.904297
	Iteration 46Q: 3 clusters Score -888065.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -888067.687500 Penalty: 4348.904297
	Iteration 47Q: 3 clusters Score -888067.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -888067.812500 Penalty: 4348.904297
	Iteration 48Q: 3 clusters Score -888067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -888068.250000 Penalty: 4348.904297
	Iteration 49Q: 3 clusters Score -888068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -888069.062500 Penalty: 4348.904297
	Iteration 50Q: 3 clusters Score -888069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -888070.062500 Penalty: 4348.904297
	Iteration 51Q: 3 clusters Score -888070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -888071.750000 Penalty: 4348.904297
	Iteration 52Q: 3 clusters Score -888071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -888073.250000 Penalty: 4348.904297
	Iteration 53Q: 3 clusters Score -888073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -888074.062500 Penalty: 4348.904297
	Iteration 54Q: 3 clusters Score -888074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -888074.500000 Penalty: 4348.904297
	Iteration 55Q: 3 clusters Score -888074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -888075.437500 Penalty: 4348.904297
	Iteration 56Q: 3 clusters Score -888075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -888075.812500 Penalty: 4348.904297
	Iteration 57Q: 3 clusters Score -888075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -888075.000000 Penalty: 4348.904297
	Iteration 58Q: 3 clusters Score -888075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -888075.250000 Penalty: 4348.904297
	Iteration 59Q: 3 clusters Score -888075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -888076.250000 Penalty: 4348.904297
	Iteration 60F: 3 clusters Score -888076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -888076.500000 Penalty: 4348.904297
	Iteration 61Q: 3 clusters Score -888076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -888078.625000 Penalty: 4348.904297
	Iteration 62Q: 3 clusters Score -888078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -888078.625000 Penalty: 4348.904297
	Iteration 63Q: 3 clusters Score -888078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -888078.625000 Penalty: 4348.904297
	Iteration 64F: 3 clusters Score -888078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -412072.031250 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -412072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -408895.156250 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -408895.2 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -409525.843750 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -409525.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -409673.968750 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -409674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -409787.531250 Penalty: 3945.890869
	Iteration 3Q: 3 clusters Score -409787.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -409876.468750 Penalty: 3945.890869
	Iteration 4Q: 3 clusters Score -409876.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -409952.562500 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -409952.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -410034.312500 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -410034.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -410101.937500 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -410101.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -410150.593750 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -410150.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -410183.031250 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -410183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -410213.281250 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -410213.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -410244.531250 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -410244.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -410279.281250 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -410279.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -410315.281250 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -410315.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -410340.218750 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -410340.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -410366.687500 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -410366.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -410385.687500 Penalty: 3945.890869
	Iteration 16Q: 3 clusters Score -410385.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -410406.156250 Penalty: 3945.890869
	Iteration 17Q: 3 clusters Score -410406.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -410422.093750 Penalty: 3945.890869
	Iteration 18Q: 3 clusters Score -410422.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -410434.781250 Penalty: 3945.890869
	Iteration 19Q: 3 clusters Score -410434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -410442.281250 Penalty: 3945.890869
	Iteration 20F: 3 clusters Score -410442.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -410453.312500 Penalty: 3945.890869
	Iteration 21Q: 3 clusters Score -410453.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -410462.593750 Penalty: 3945.890869
	Iteration 22Q: 3 clusters Score -410462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -410471.187500 Penalty: 3945.890869
	Iteration 23Q: 3 clusters Score -410471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -410474.531250 Penalty: 3945.890869
	Iteration 24Q: 3 clusters Score -410474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -410477.281250 Penalty: 3945.890869
	Iteration 25Q: 3 clusters Score -410477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -410478.968750 Penalty: 3945.890869
	Iteration 26Q: 3 clusters Score -410479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -410480.562500 Penalty: 3945.890869
	Iteration 27Q: 3 clusters Score -410480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -410481.687500 Penalty: 3945.890869
	Iteration 28Q: 3 clusters Score -410481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -410481.937500 Penalty: 3945.890869
	Iteration 29Q: 3 clusters Score -410481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -410482.593750 Penalty: 3945.890869
	Iteration 30Q: 3 clusters Score -410482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -410482.906250 Penalty: 3945.890869
	Iteration 31Q: 3 clusters Score -410482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -410483.875000 Penalty: 3945.890869
	Iteration 32Q: 3 clusters Score -410483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -410486.093750 Penalty: 3945.890869
	Iteration 33Q: 3 clusters Score -410486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -410488.406250 Penalty: 3945.890869
	Iteration 34Q: 3 clusters Score -410488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -410489.281250 Penalty: 3945.890869
	Iteration 35Q: 3 clusters Score -410489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -410490.125000 Penalty: 3945.890869
	Iteration 36Q: 3 clusters Score -410490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -410491.343750 Penalty: 3945.890869
	Iteration 37Q: 3 clusters Score -410491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -410492.968750 Penalty: 3945.890869
	Iteration 38Q: 3 clusters Score -410493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -410494.031250 Penalty: 3945.890869
	Iteration 39Q: 3 clusters Score -410494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -410498.125000 Penalty: 3945.890869
	Iteration 40F: 3 clusters Score -410498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -410500.218750 Penalty: 3945.890869
	Iteration 41Q: 3 clusters Score -410500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -410502.281250 Penalty: 3945.890869
	Iteration 42Q: 3 clusters Score -410502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -410504.781250 Penalty: 3945.890869
	Iteration 43Q: 3 clusters Score -410504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -410507.250000 Penalty: 3945.890869
	Iteration 44Q: 3 clusters Score -410507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -410510.062500 Penalty: 3945.890869
	Iteration 45Q: 3 clusters Score -410510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -410510.812500 Penalty: 3945.890869
	Iteration 46Q: 3 clusters Score -410510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -410513.531250 Penalty: 3945.890869
	Iteration 47Q: 3 clusters Score -410513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -410514.593750 Penalty: 3945.890869
	Iteration 48Q: 3 clusters Score -410514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -410514.656250 Penalty: 3945.890869
	Iteration 49Q: 3 clusters Score -410514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -410514.656250 Penalty: 3945.890869
	Iteration 50F: 3 clusters Score -410514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -540544.875000 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -540544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -536882.937500 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -536882.9 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -537666.062500 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -537666.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -537835.000000 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -537835 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -537916.375000 Penalty: 4064.063721
	Iteration 3Q: 3 clusters Score -537916.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -537969.750000 Penalty: 4064.063721
	Iteration 4Q: 3 clusters Score -537969.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -538002.125000 Penalty: 4064.063721
	Iteration 5Q: 3 clusters Score -538002.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -538027.125000 Penalty: 4064.063721
	Iteration 6Q: 3 clusters Score -538027.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -538052.937500 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -538052.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -538081.312500 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -538081.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -538105.437500 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -538105.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -538121.750000 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -538121.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -538139.250000 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -538139.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -538153.875000 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -538153.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -538171.062500 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -538171.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -538187.625000 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -538187.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -538203.375000 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -538203.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -538220.125000 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -538220.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -538237.875000 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -538237.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -538255.187500 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -538255.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -538272.187500 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -538272.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -538289.875000 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -538289.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -538309.937500 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -538309.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -538324.937500 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -538324.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -538338.875000 Penalty: 4064.063721
	Iteration 23Q: 3 clusters Score -538338.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -538353.000000 Penalty: 4064.063721
	Iteration 24Q: 3 clusters Score -538353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -538364.062500 Penalty: 4064.063721
	Iteration 25Q: 3 clusters Score -538364.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -538372.125000 Penalty: 4064.063721
	Iteration 26Q: 3 clusters Score -538372.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -538380.625000 Penalty: 4064.063721
	Iteration 27Q: 3 clusters Score -538380.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -538391.000000 Penalty: 4064.063721
	Iteration 28Q: 3 clusters Score -538391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -538400.750000 Penalty: 4064.063721
	Iteration 29Q: 3 clusters Score -538400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -538410.000000 Penalty: 4064.063721
	Iteration 30Q: 3 clusters Score -538410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -538416.250000 Penalty: 4064.063721
	Iteration 31Q: 3 clusters Score -538416.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -538420.687500 Penalty: 4064.063721
	Iteration 32Q: 3 clusters Score -538420.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -538426.375000 Penalty: 4064.063721
	Iteration 33Q: 3 clusters Score -538426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -538433.750000 Penalty: 4064.063721
	Iteration 34Q: 3 clusters Score -538433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -538440.562500 Penalty: 4064.063721
	Iteration 35Q: 3 clusters Score -538440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -538448.375000 Penalty: 4064.063721
	Iteration 36Q: 3 clusters Score -538448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -538460.562500 Penalty: 4064.063721
	Iteration 37Q: 3 clusters Score -538460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -538471.625000 Penalty: 4064.063721
	Iteration 38Q: 3 clusters Score -538471.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -538482.937500 Penalty: 4064.063721
	Iteration 39Q: 3 clusters Score -538482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -538489.875000 Penalty: 4064.063721
	Iteration 40F: 3 clusters Score -538489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -538494.062500 Penalty: 4064.063721
	Iteration 41Q: 3 clusters Score -538494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -538499.937500 Penalty: 4064.063721
	Iteration 42Q: 3 clusters Score -538499.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -538508.125000 Penalty: 4064.063721
	Iteration 43Q: 3 clusters Score -538508.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -538520.000000 Penalty: 4064.063721
	Iteration 44Q: 3 clusters Score -538520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -538531.187500 Penalty: 4064.063721
	Iteration 45Q: 3 clusters Score -538531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -538536.500000 Penalty: 4064.063721
	Iteration 46Q: 3 clusters Score -538536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -538542.750000 Penalty: 4064.063721
	Iteration 47Q: 3 clusters Score -538542.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -538548.937500 Penalty: 4064.063721
	Iteration 48Q: 3 clusters Score -538548.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -538563.000000 Penalty: 4064.063721
	Iteration 49Q: 3 clusters Score -538563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -538571.625000 Penalty: 4064.063721
	Iteration 50Q: 3 clusters Score -538571.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -538578.812500 Penalty: 4064.063721
	Iteration 51Q: 3 clusters Score -538578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -538584.812500 Penalty: 4064.063721
	Iteration 52Q: 3 clusters Score -538584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -538591.000000 Penalty: 4064.063721
	Iteration 53Q: 3 clusters Score -538591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -538600.687500 Penalty: 4064.063721
	Iteration 54Q: 3 clusters Score -538600.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -538609.062500 Penalty: 4064.063721
	Iteration 55Q: 3 clusters Score -538609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -538615.250000 Penalty: 4064.063721
	Iteration 56Q: 3 clusters Score -538615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -538626.500000 Penalty: 4064.063721
	Iteration 57Q: 3 clusters Score -538626.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -538639.562500 Penalty: 4064.063721
	Iteration 58Q: 3 clusters Score -538639.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -538647.562500 Penalty: 4064.063721
	Iteration 59Q: 3 clusters Score -538647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -538654.312500 Penalty: 4064.063721
	Iteration 60F: 3 clusters Score -538654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -538663.125000 Penalty: 4064.063721
	Iteration 61Q: 3 clusters Score -538663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -538670.687500 Penalty: 4064.063721
	Iteration 62Q: 3 clusters Score -538670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -538673.812500 Penalty: 4064.063721
	Iteration 63Q: 3 clusters Score -538673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -538676.125000 Penalty: 4064.063721
	Iteration 64Q: 3 clusters Score -538676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -538681.375000 Penalty: 4064.063721
	Iteration 65Q: 3 clusters Score -538681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -538686.625000 Penalty: 4064.063721
	Iteration 66Q: 3 clusters Score -538686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -538690.812500 Penalty: 4064.063721
	Iteration 67Q: 3 clusters Score -538690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -538692.875000 Penalty: 4064.063721
	Iteration 68Q: 3 clusters Score -538692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -538697.562500 Penalty: 4064.063721
	Iteration 69Q: 3 clusters Score -538697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -538699.187500 Penalty: 4064.063721
	Iteration 70Q: 3 clusters Score -538699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -538703.312500 Penalty: 4064.063721
	Iteration 71Q: 3 clusters Score -538703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -538704.875000 Penalty: 4064.063721
	Iteration 72Q: 3 clusters Score -538704.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -538704.875000 Penalty: 4064.063721
	Iteration 73F: 3 clusters Score -538704.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Entering Unmasked Estep 
Score: -5038490.000000 Penalty: 2588.897461
	Iteration 0F: 2 clusters Score -5038490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -5015297.000000 Penalty: 5177.794922
	Iteration 0F: 3 clusters Score -5015297 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -5023590.000000 Penalty: 5177.794922
	Iteration 1F: 3 clusters Score -5023590 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -5023963.000000 Penalty: 5177.794922
	Iteration 2Q: 3 clusters Score -5023963 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -5024345.000000 Penalty: 5177.794922
	Iteration 3Q: 3 clusters Score -5024345 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -5024746.500000 Penalty: 5177.794922
	Iteration 4Q: 3 clusters Score -5024746 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -5025262.500000 Penalty: 5177.794922
	Iteration 5Q: 3 clusters Score -5025262 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -5025989.000000 Penalty: 5177.794922
	Iteration 6Q: 3 clusters Score -5025989 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -5027209.000000 Penalty: 5177.794922
	Iteration 7F: 3 clusters Score -5027209 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5028966.500000 Penalty: 5177.794922
	Iteration 8F: 3 clusters Score -5028966 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5031194.500000 Penalty: 5177.794922
	Iteration 9F: 3 clusters Score -5031194 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5033375.000000 Penalty: 5177.794922
	Iteration 10F: 3 clusters Score -5033375 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5034916.500000 Penalty: 5177.794922
	Iteration 11Q: 3 clusters Score -5034916 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5035627.500000 Penalty: 5177.794922
	Iteration 12Q: 3 clusters Score -5035628 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5035934.500000 Penalty: 5177.794922
	Iteration 13Q: 3 clusters Score -5035934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5036077.000000 Penalty: 5177.794922
	Iteration 14Q: 3 clusters Score -5036077 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5036136.000000 Penalty: 5177.794922
	Iteration 15Q: 3 clusters Score -5036136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5036163.500000 Penalty: 5177.794922
	Iteration 16Q: 3 clusters Score -5036164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5036167.000000 Penalty: 5177.794922
	Iteration 17Q: 3 clusters Score -5036167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5036179.000000 Penalty: 5177.794922
	Iteration 18Q: 3 clusters Score -5036179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5036190.000000 Penalty: 5177.794922
	Iteration 19Q: 3 clusters Score -5036190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5036199.000000 Penalty: 5177.794922
	Iteration 20F: 3 clusters Score -5036199 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: -1375726.875000 Penalty: 2271.339111
	Iteration 0F: 2 clusters Score -1375727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1368314.375000 Penalty: 4542.678223
	Iteration 0F: 3 clusters Score -1368314 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1370502.000000 Penalty: 4542.678223
	Iteration 1F: 3 clusters Score -1370502 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1370846.750000 Penalty: 4542.678223
	Iteration 2F: 3 clusters Score -1370847 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1371123.500000 Penalty: 4542.678223
	Iteration 3F: 3 clusters Score -1371124 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1371368.250000 Penalty: 4542.678223
	Iteration 4Q: 3 clusters Score -1371368 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1371632.375000 Penalty: 4542.678223
	Iteration 5Q: 3 clusters Score -1371632 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1371920.625000 Penalty: 4542.678223
	Iteration 6Q: 3 clusters Score -1371921 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1372301.000000 Penalty: 4542.678223
	Iteration 7Q: 3 clusters Score -1372301 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1372646.750000 Penalty: 4542.678223
	Iteration 8Q: 3 clusters Score -1372647 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1372974.125000 Penalty: 4542.678223
	Iteration 9Q: 3 clusters Score -1372974 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1373221.625000 Penalty: 4542.678223
	Iteration 10Q: 3 clusters Score -1373222 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1373424.500000 Penalty: 4542.678223
	Iteration 11Q: 3 clusters Score -1373424 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1373578.250000 Penalty: 4542.678223
	Iteration 12Q: 3 clusters Score -1373578 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1373694.250000 Penalty: 4542.678223
	Iteration 13Q: 3 clusters Score -1373694 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1373813.500000 Penalty: 4542.678223
	Iteration 14Q: 3 clusters Score -1373814 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1373936.625000 Penalty: 4542.678223
	Iteration 15Q: 3 clusters Score -1373937 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1374046.500000 Penalty: 4542.678223
	Iteration 16Q: 3 clusters Score -1374046 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1374149.000000 Penalty: 4542.678223
	Iteration 17Q: 3 clusters Score -1374149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1374251.000000 Penalty: 4542.678223
	Iteration 18Q: 3 clusters Score -1374251 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1374311.375000 Penalty: 4542.678223
	Iteration 19Q: 3 clusters Score -1374311 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1374344.500000 Penalty: 4542.678223
	Iteration 20F: 3 clusters Score -1374344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1374368.375000 Penalty: 4542.678223
	Iteration 21Q: 3 clusters Score -1374368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1374387.125000 Penalty: 4542.678223
	Iteration 22Q: 3 clusters Score -1374387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1374396.625000 Penalty: 4542.678223
	Iteration 23Q: 3 clusters Score -1374397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1374403.875000 Penalty: 4542.678223
	Iteration 24Q: 3 clusters Score -1374404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1374413.125000 Penalty: 4542.678223
	Iteration 25Q: 3 clusters Score -1374413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1374425.500000 Penalty: 4542.678223
	Iteration 26Q: 3 clusters Score -1374426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1374437.375000 Penalty: 4542.678223
	Iteration 27Q: 3 clusters Score -1374437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1374443.875000 Penalty: 4542.678223
	Iteration 28Q: 3 clusters Score -1374444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1374451.375000 Penalty: 4542.678223
	Iteration 29Q: 3 clusters Score -1374451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1374457.000000 Penalty: 4542.678223
	Iteration 30Q: 3 clusters Score -1374457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1374460.625000 Penalty: 4542.678223
	Iteration 31Q: 3 clusters Score -1374461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1374465.375000 Penalty: 4542.678223
	Iteration 32Q: 3 clusters Score -1374465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1374469.625000 Penalty: 4542.678223
	Iteration 33Q: 3 clusters Score -1374470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1374472.000000 Penalty: 4542.678223
	Iteration 34Q: 3 clusters Score -1374472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1374471.750000 Penalty: 4542.678223
	Iteration 35Q: 3 clusters Score -1374472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1374475.500000 Penalty: 4542.678223
	Iteration 36Q: 3 clusters Score -1374476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1374477.375000 Penalty: 4542.678223
	Iteration 37Q: 3 clusters Score -1374477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1374477.375000 Penalty: 4542.678223
	Iteration 38F: 3 clusters Score -1374477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Entering Unmasked Estep 
Score: -2152432.250000 Penalty: 2378.982910
	Iteration 0F: 2 clusters Score -2152432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2141709.750000 Penalty: 4757.965820
	Iteration 0F: 3 clusters Score -2141710 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2145057.000000 Penalty: 4757.965820
	Iteration 1F: 3 clusters Score -2145057 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2145425.000000 Penalty: 4757.965820
	Iteration 2F: 3 clusters Score -2145425 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2145702.500000 Penalty: 4757.965820
	Iteration 3Q: 3 clusters Score -2145702 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2145933.500000 Penalty: 4757.965820
	Iteration 4Q: 3 clusters Score -2145934 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2146115.500000 Penalty: 4757.965820
	Iteration 5Q: 3 clusters Score -2146116 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2146280.000000 Penalty: 4757.965820
	Iteration 6Q: 3 clusters Score -2146280 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2146403.250000 Penalty: 4757.965820
	Iteration 7Q: 3 clusters Score -2146403 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2146544.250000 Penalty: 4757.965820
	Iteration 8Q: 3 clusters Score -2146544 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2146695.000000 Penalty: 4757.965820
	Iteration 9Q: 3 clusters Score -2146695 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2146829.500000 Penalty: 4757.965820
	Iteration 10Q: 3 clusters Score -2146830 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2146976.750000 Penalty: 4757.965820
	Iteration 11Q: 3 clusters Score -2146977 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2147130.000000 Penalty: 4757.965820
	Iteration 12Q: 3 clusters Score -2147130 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2147296.500000 Penalty: 4757.965820
	Iteration 13Q: 3 clusters Score -2147296 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2147442.750000 Penalty: 4757.965820
	Iteration 14Q: 3 clusters Score -2147443 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2147584.250000 Penalty: 4757.965820
	Iteration 15Q: 3 clusters Score -2147584 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2147709.500000 Penalty: 4757.965820
	Iteration 16Q: 3 clusters Score -2147710 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2147823.500000 Penalty: 4757.965820
	Iteration 17Q: 3 clusters Score -2147824 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2147935.500000 Penalty: 4757.965820
	Iteration 18Q: 3 clusters Score -2147936 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2148041.250000 Penalty: 4757.965820
	Iteration 19Q: 3 clusters Score -2148041 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2148135.000000 Penalty: 4757.965820
	Iteration 20F: 3 clusters Score -2148135 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2148230.750000 Penalty: 4757.965820
	Iteration 21Q: 3 clusters Score -2148231 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2148320.000000 Penalty: 4757.965820
	Iteration 22Q: 3 clusters Score -2148320 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2148400.500000 Penalty: 4757.965820
	Iteration 23Q: 3 clusters Score -2148400 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2148472.750000 Penalty: 4757.965820
	Iteration 24Q: 3 clusters Score -2148473 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2148545.000000 Penalty: 4757.965820
	Iteration 25Q: 3 clusters Score -2148545 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2148618.000000 Penalty: 4757.965820
	Iteration 26Q: 3 clusters Score -2148618 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2148684.750000 Penalty: 4757.965820
	Iteration 27Q: 3 clusters Score -2148685 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2148723.750000 Penalty: 4757.965820
	Iteration 28Q: 3 clusters Score -2148724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2148759.000000 Penalty: 4757.965820
	Iteration 29Q: 3 clusters Score -2148759 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2148781.750000 Penalty: 4757.965820
	Iteration 30Q: 3 clusters Score -2148782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2148798.000000 Penalty: 4757.965820
	Iteration 31Q: 3 clusters Score -2148798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2148838.000000 Penalty: 4757.965820
	Iteration 32Q: 3 clusters Score -2148838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2148855.750000 Penalty: 4757.965820
	Iteration 33Q: 3 clusters Score -2148856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2148880.250000 Penalty: 4757.965820
	Iteration 34Q: 3 clusters Score -2148880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2148888.000000 Penalty: 4757.965820
	Iteration 35Q: 3 clusters Score -2148888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2148902.500000 Penalty: 4757.965820
	Iteration 36Q: 3 clusters Score -2148902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2148918.750000 Penalty: 4757.965820
	Iteration 37Q: 3 clusters Score -2148919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2148938.000000 Penalty: 4757.965820
	Iteration 38Q: 3 clusters Score -2148938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2148958.000000 Penalty: 4757.965820
	Iteration 39Q: 3 clusters Score -2148958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2148979.250000 Penalty: 4757.965820
	Iteration 40F: 3 clusters Score -2148979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2148993.000000 Penalty: 4757.965820
	Iteration 41Q: 3 clusters Score -2148993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2149002.000000 Penalty: 4757.965820
	Iteration 42Q: 3 clusters Score -2149002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2149013.750000 Penalty: 4757.965820
	Iteration 43Q: 3 clusters Score -2149014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2149028.000000 Penalty: 4757.965820
	Iteration 44Q: 3 clusters Score -2149028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2149039.750000 Penalty: 4757.965820
	Iteration 45Q: 3 clusters Score -2149040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2149054.500000 Penalty: 4757.965820
	Iteration 46Q: 3 clusters Score -2149054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2149067.500000 Penalty: 4757.965820
	Iteration 47Q: 3 clusters Score -2149068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2149078.500000 Penalty: 4757.965820
	Iteration 48Q: 3 clusters Score -2149078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2149097.750000 Penalty: 4757.965820
	Iteration 49Q: 3 clusters Score -2149098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2149106.750000 Penalty: 4757.965820
	Iteration 50Q: 3 clusters Score -2149107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2149125.000000 Penalty: 4757.965820
	Iteration 51Q: 3 clusters Score -2149125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2149137.250000 Penalty: 4757.965820
	Iteration 52Q: 3 clusters Score -2149137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2149152.750000 Penalty: 4757.965820
	Iteration 53Q: 3 clusters Score -2149153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2149165.500000 Penalty: 4757.965820
	Iteration 54Q: 3 clusters Score -2149166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2149186.250000 Penalty: 4757.965820
	Iteration 55Q: 3 clusters Score -2149186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2149200.250000 Penalty: 4757.965820
	Iteration 56Q: 3 clusters Score -2149200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2149223.000000 Penalty: 4757.965820
	Iteration 57Q: 3 clusters Score -2149223 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2149235.750000 Penalty: 4757.965820
	Iteration 58Q: 3 clusters Score -2149236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2149255.750000 Penalty: 4757.965820
	Iteration 59Q: 3 clusters Score -2149256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2149275.000000 Penalty: 4757.965820
	Iteration 60F: 3 clusters Score -2149275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2149298.500000 Penalty: 4757.965820
	Iteration 61Q: 3 clusters Score -2149298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2149324.250000 Penalty: 4757.965820
	Iteration 62Q: 3 clusters Score -2149324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2149345.500000 Penalty: 4757.965820
	Iteration 63Q: 3 clusters Score -2149346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2149376.250000 Penalty: 4757.965820
	Iteration 64Q: 3 clusters Score -2149376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2149408.250000 Penalty: 4757.965820
	Iteration 65Q: 3 clusters Score -2149408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2149435.250000 Penalty: 4757.965820
	Iteration 66Q: 3 clusters Score -2149435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2149461.750000 Penalty: 4757.965820
	Iteration 67Q: 3 clusters Score -2149462 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2149487.750000 Penalty: 4757.965820
	Iteration 68Q: 3 clusters Score -2149488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2149521.000000 Penalty: 4757.965820
	Iteration 69Q: 3 clusters Score -2149521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2149558.750000 Penalty: 4757.965820
	Iteration 70Q: 3 clusters Score -2149559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2149592.000000 Penalty: 4757.965820
	Iteration 71Q: 3 clusters Score -2149592 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2149644.000000 Penalty: 4757.965820
	Iteration 72Q: 3 clusters Score -2149644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2149685.500000 Penalty: 4757.965820
	Iteration 73Q: 3 clusters Score -2149686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2149739.250000 Penalty: 4757.965820
	Iteration 74Q: 3 clusters Score -2149739 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2149796.750000 Penalty: 4757.965820
	Iteration 75Q: 3 clusters Score -2149797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2149846.000000 Penalty: 4757.965820
	Iteration 76Q: 3 clusters Score -2149846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2149883.500000 Penalty: 4757.965820
	Iteration 77Q: 3 clusters Score -2149884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2149913.500000 Penalty: 4757.965820
	Iteration 78Q: 3 clusters Score -2149914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2149943.500000 Penalty: 4757.965820
	Iteration 79Q: 3 clusters Score -2149944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2149971.500000 Penalty: 4757.965820
	Iteration 80F: 3 clusters Score -2149972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2150011.000000 Penalty: 4757.965820
	Iteration 81Q: 3 clusters Score -2150011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2150050.250000 Penalty: 4757.965820
	Iteration 82Q: 3 clusters Score -2150050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2150085.750000 Penalty: 4757.965820
	Iteration 83Q: 3 clusters Score -2150086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2150128.750000 Penalty: 4757.965820
	Iteration 84Q: 3 clusters Score -2150129 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2150161.000000 Penalty: 4757.965820
	Iteration 85Q: 3 clusters Score -2150161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2150180.750000 Penalty: 4757.965820
	Iteration 86Q: 3 clusters Score -2150181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2150211.250000 Penalty: 4757.965820
	Iteration 87Q: 3 clusters Score -2150211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2150231.750000 Penalty: 4757.965820
	Iteration 88Q: 3 clusters Score -2150232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2150242.750000 Penalty: 4757.965820
	Iteration 89Q: 3 clusters Score -2150243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2150267.750000 Penalty: 4757.965820
	Iteration 90Q: 3 clusters Score -2150268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2150288.250000 Penalty: 4757.965820
	Iteration 91Q: 3 clusters Score -2150288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2150310.250000 Penalty: 4757.965820
	Iteration 92Q: 3 clusters Score -2150310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2150328.500000 Penalty: 4757.965820
	Iteration 93Q: 3 clusters Score -2150328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2150335.750000 Penalty: 4757.965820
	Iteration 94Q: 3 clusters Score -2150336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2150346.250000 Penalty: 4757.965820
	Iteration 95Q: 3 clusters Score -2150346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2150357.250000 Penalty: 4757.965820
	Iteration 96Q: 3 clusters Score -2150357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2150365.000000 Penalty: 4757.965820
	Iteration 97Q: 3 clusters Score -2150365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2150371.000000 Penalty: 4757.965820
	Iteration 98Q: 3 clusters Score -2150371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2150376.750000 Penalty: 4757.965820
	Iteration 99Q: 3 clusters Score -2150377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2150381.750000 Penalty: 4757.965820
	Iteration 100F: 3 clusters Score -2150382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2150385.750000 Penalty: 4757.965820
	Iteration 101Q: 3 clusters Score -2150386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2150393.750000 Penalty: 4757.965820
	Iteration 102Q: 3 clusters Score -2150394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2150405.000000 Penalty: 4757.965820
	Iteration 103Q: 3 clusters Score -2150405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2150404.500000 Penalty: 4757.965820
	Iteration 104Q: 3 clusters Score -2150404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2150409.000000 Penalty: 4757.965820
	Iteration 105Q: 3 clusters Score -2150409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2150415.500000 Penalty: 4757.965820
	Iteration 106Q: 3 clusters Score -2150416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2150416.750000 Penalty: 4757.965820
	Iteration 107Q: 3 clusters Score -2150417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2150418.750000 Penalty: 4757.965820
	Iteration 108Q: 3 clusters Score -2150419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2150421.500000 Penalty: 4757.965820
	Iteration 109Q: 3 clusters Score -2150422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2150422.250000 Penalty: 4757.965820
	Iteration 110Q: 3 clusters Score -2150422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2150421.500000 Penalty: 4757.965820
	Iteration 111Q: 3 clusters Score -2150422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2150421.500000 Penalty: 4757.965820
	Iteration 112Q: 3 clusters Score -2150422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2150427.750000 Penalty: 4757.965820
	Iteration 113Q: 3 clusters Score -2150428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2150429.000000 Penalty: 4757.965820
	Iteration 114Q: 3 clusters Score -2150429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2150429.750000 Penalty: 4757.965820
	Iteration 115Q: 3 clusters Score -2150430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2150434.250000 Penalty: 4757.965820
	Iteration 116Q: 3 clusters Score -2150434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2150435.000000 Penalty: 4757.965820
	Iteration 117Q: 3 clusters Score -2150435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2150435.250000 Penalty: 4757.965820
	Iteration 118Q: 3 clusters Score -2150435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2150436.750000 Penalty: 4757.965820
	Iteration 119Q: 3 clusters Score -2150437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2150437.750000 Penalty: 4757.965820
	Iteration 120F: 3 clusters Score -2150438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2150442.000000 Penalty: 4757.965820
	Iteration 121Q: 3 clusters Score -2150442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2150441.000000 Penalty: 4757.965820
	Iteration 122Q: 3 clusters Score -2150441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2150443.000000 Penalty: 4757.965820
	Iteration 123Q: 3 clusters Score -2150443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2150440.750000 Penalty: 4757.965820
	Iteration 124Q: 3 clusters Score -2150441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2150441.500000 Penalty: 4757.965820
	Iteration 125Q: 3 clusters Score -2150442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2150441.500000 Penalty: 4757.965820
	Iteration 126F: 3 clusters Score -2150442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Entering Unmasked Estep 
Score: -9726309.000000 Penalty: 2751.744141
	Iteration 0F: 2 clusters Score -9726309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -9682238.000000 Penalty: 5503.488281
	Iteration 0F: 3 clusters Score -9682238 nChanged 30772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -9700063.000000 Penalty: 5503.488281
	Iteration 1F: 3 clusters Score -9700063 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -9701184.000000 Penalty: 5503.488281
	Iteration 2Q: 3 clusters Score -9701184 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -9702559.000000 Penalty: 5503.488281
	Iteration 3Q: 3 clusters Score -9702559 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -9704161.000000 Penalty: 5503.488281
	Iteration 4F: 3 clusters Score -9704161 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -9705920.000000 Penalty: 5503.488281
	Iteration 5F: 3 clusters Score -9705920 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -9707732.000000 Penalty: 5503.488281
	Iteration 6F: 3 clusters Score -9707732 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -9709822.000000 Penalty: 5503.488281
	Iteration 7F: 3 clusters Score -9709822 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -9712041.000000 Penalty: 5503.488281
	Iteration 8F: 3 clusters Score -9712041 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -9714307.000000 Penalty: 5503.488281
	Iteration 9F: 3 clusters Score -9714307 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -9716625.000000 Penalty: 5503.488281
	Iteration 10Q: 3 clusters Score -9716625 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9718866.000000 Penalty: 5503.488281
	Iteration 11Q: 3 clusters Score -9718866 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -9720787.000000 Penalty: 5503.488281
	Iteration 12Q: 3 clusters Score -9720787 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -9721958.000000 Penalty: 5503.488281
	Iteration 13Q: 3 clusters Score -9721958 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -9722833.000000 Penalty: 5503.488281
	Iteration 14Q: 3 clusters Score -9722833 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -9723397.000000 Penalty: 5503.488281
	Iteration 15Q: 3 clusters Score -9723397 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -9723795.000000 Penalty: 5503.488281
	Iteration 16Q: 3 clusters Score -9723795 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -9724040.000000 Penalty: 5503.488281
	Iteration 17Q: 3 clusters Score -9724040 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -9724271.000000 Penalty: 5503.488281
	Iteration 18Q: 3 clusters Score -9724271 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -9724394.000000 Penalty: 5503.488281
	Iteration 19Q: 3 clusters Score -9724394 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9724522.000000 Penalty: 5503.488281
	Iteration 20F: 3 clusters Score -9724522 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -9724622.000000 Penalty: 5503.488281
	Iteration 21Q: 3 clusters Score -9724622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9724719.000000 Penalty: 5503.488281
	Iteration 22Q: 3 clusters Score -9724719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9724777.000000 Penalty: 5503.488281
	Iteration 23Q: 3 clusters Score -9724777 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -9724841.000000 Penalty: 5503.488281
	Iteration 24Q: 3 clusters Score -9724841 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9724902.000000 Penalty: 5503.488281
	Iteration 25Q: 3 clusters Score -9724902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9724929.000000 Penalty: 5503.488281
	Iteration 26Q: 3 clusters Score -9724929 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9724945.000000 Penalty: 5503.488281
	Iteration 27Q: 3 clusters Score -9724945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9724960.000000 Penalty: 5503.488281
	Iteration 28Q: 3 clusters Score -9724960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9724972.000000 Penalty: 5503.488281
	Iteration 29Q: 3 clusters Score -9724972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9724998.000000 Penalty: 5503.488281
	Iteration 30Q: 3 clusters Score -9724998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -9724997.000000 Penalty: 5503.488281
	Iteration 31Q: 3 clusters Score -9724997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9725000.000000 Penalty: 5503.488281
	Iteration 32Q: 3 clusters Score -9725000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -9724998.000000 Penalty: 5503.488281
	Iteration 33Q: 3 clusters Score -9724998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9725021.000000 Penalty: 5503.488281
	Iteration 34Q: 3 clusters Score -9725021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9725023.000000 Penalty: 5503.488281
	Iteration 35Q: 3 clusters Score -9725023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9725007.000000 Penalty: 5503.488281
	Iteration 36Q: 3 clusters Score -9725007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9725020.000000 Penalty: 5503.488281
	Iteration 37Q: 3 clusters Score -9725020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9725030.000000 Penalty: 5503.488281
	Iteration 38Q: 3 clusters Score -9725030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9725024.000000 Penalty: 5503.488281
	Iteration 39Q: 3 clusters Score -9725024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9725032.000000 Penalty: 5503.488281
	Iteration 40F: 3 clusters Score -9725032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9725032.000000 Penalty: 5503.488281
	Iteration 41Q: 3 clusters Score -9725032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9725046.000000 Penalty: 5503.488281
	Iteration 42Q: 3 clusters Score -9725046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9725043.000000 Penalty: 5503.488281
	Iteration 43Q: 3 clusters Score -9725043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9725049.000000 Penalty: 5503.488281
	Iteration 44Q: 3 clusters Score -9725049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9725064.000000 Penalty: 5503.488281
	Iteration 45Q: 3 clusters Score -9725064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9725048.000000 Penalty: 5503.488281
	Iteration 46Q: 3 clusters Score -9725048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9725064.000000 Penalty: 5503.488281
	Iteration 47Q: 3 clusters Score -9725064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9725063.000000 Penalty: 5503.488281
	Iteration 48Q: 3 clusters Score -9725063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9725076.000000 Penalty: 5503.488281
	Iteration 49Q: 3 clusters Score -9725076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9725070.000000 Penalty: 5503.488281
	Iteration 50Q: 3 clusters Score -9725070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9725081.000000 Penalty: 5503.488281
	Iteration 51Q: 3 clusters Score -9725081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9725086.000000 Penalty: 5503.488281
	Iteration 52Q: 3 clusters Score -9725086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -9725087.000000 Penalty: 5503.488281
	Iteration 53Q: 3 clusters Score -9725087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9725094.000000 Penalty: 5503.488281
	Iteration 54Q: 3 clusters Score -9725094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9725097.000000 Penalty: 5503.488281
	Iteration 55Q: 3 clusters Score -9725097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9725094.000000 Penalty: 5503.488281
	Iteration 56Q: 3 clusters Score -9725094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9725092.000000 Penalty: 5503.488281
	Iteration 57Q: 3 clusters Score -9725092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -9725090.000000 Penalty: 5503.488281
	Iteration 58Q: 3 clusters Score -9725090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9725088.000000 Penalty: 5503.488281
	Iteration 59Q: 3 clusters Score -9725088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9725094.000000 Penalty: 5503.488281
	Iteration 60F: 3 clusters Score -9725094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9725083.000000 Penalty: 5503.488281
	Iteration 61Q: 3 clusters Score -9725083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9725078.000000 Penalty: 5503.488281
	Iteration 62Q: 3 clusters Score -9725078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9725082.000000 Penalty: 5503.488281
	Iteration 63Q: 3 clusters Score -9725082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9725073.000000 Penalty: 5503.488281
	Iteration 64Q: 3 clusters Score -9725073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9725073.000000 Penalty: 5503.488281
	Iteration 65F: 3 clusters Score -9725073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -77892.351562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -77892.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76349.343750 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -76349.34 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76617.734375 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -76617.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76735.335938 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -76735.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76836.539062 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -76836.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76958.140625 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -76958.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77059.906250 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -77059.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77142.945312 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -77142.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77230.132812 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -77230.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77323.593750 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -77323.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -77459.312500 Penalty: 3188.340332
	Iteration 9F: 3 clusters Score -77459.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -77624.453125 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -77624.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -77777.414062 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -77777.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -77900.960938 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -77900.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -77929.601562 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -77929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77941.164062 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -77941.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -77950.398438 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -77950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -77958.421875 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -77958.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -77958.421875 Penalty: 3188.340332
	Iteration 17F: 3 clusters Score -77958.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 46116 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 148448 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1524 members 
Mstep: Class 32 contains 203170 members 
Mstep: Class 33 contains 43699 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 372 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 2084 members 
Entering Unmasked Estep 
Score: -95486864.000000 Penalty: 122977.367188
Splitting cluster 14 changes total score from -95488608.000000 to -95486864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -133271.109375 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -133271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -131356.156250 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -131356.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -131599.609375 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131599.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131673.609375 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131673.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -131730.921875 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -131730.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -131760.937500 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131781.625000 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131794.015625 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131810.046875 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131825.484375 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -131839.281250 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131853.640625 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -131853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -131860.125000 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -131860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131865.421875 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -131865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131866.109375 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -131866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131866.937500 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -131866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131866.937500 Penalty: 3395.556396
	Iteration 15F: 3 clusters Score -131866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Entering Unmasked Estep 
Score: -6768333.500000 Penalty: 2663.250977
	Iteration 0F: 2 clusters Score -6768334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -6737197.500000 Penalty: 5326.501953
	Iteration 0F: 3 clusters Score -6737198 nChanged 21265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6749142.000000 Penalty: 5326.501953
	Iteration 1F: 3 clusters Score -6749142 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6749680.000000 Penalty: 5326.501953
	Iteration 2Q: 3 clusters Score -6749680 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -6750235.500000 Penalty: 5326.501953
	Iteration 3Q: 3 clusters Score -6750236 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -6750748.500000 Penalty: 5326.501953
	Iteration 4Q: 3 clusters Score -6750748 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6751300.000000 Penalty: 5326.501953
	Iteration 5Q: 3 clusters Score -6751300 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -6751911.000000 Penalty: 5326.501953
	Iteration 6Q: 3 clusters Score -6751911 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -6752711.000000 Penalty: 5326.501953
	Iteration 7Q: 3 clusters Score -6752711 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -6753525.500000 Penalty: 5326.501953
	Iteration 8Q: 3 clusters Score -6753526 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -6754372.000000 Penalty: 5326.501953
	Iteration 9Q: 3 clusters Score -6754372 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -6755310.500000 Penalty: 5326.501953
	Iteration 10Q: 3 clusters Score -6755310 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -6756347.000000 Penalty: 5326.501953
	Iteration 11Q: 3 clusters Score -6756347 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -6757285.500000 Penalty: 5326.501953
	Iteration 12Q: 3 clusters Score -6757286 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -6758250.000000 Penalty: 5326.501953
	Iteration 13Q: 3 clusters Score -6758250 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -6759081.500000 Penalty: 5326.501953
	Iteration 14Q: 3 clusters Score -6759082 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -6759774.000000 Penalty: 5326.501953
	Iteration 15Q: 3 clusters Score -6759774 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -6760413.000000 Penalty: 5326.501953
	Iteration 16Q: 3 clusters Score -6760413 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -6760918.000000 Penalty: 5326.501953
	Iteration 17Q: 3 clusters Score -6760918 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -6761404.500000 Penalty: 5326.501953
	Iteration 18Q: 3 clusters Score -6761404 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -6761936.500000 Penalty: 5326.501953
	Iteration 19Q: 3 clusters Score -6761936 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -6762441.000000 Penalty: 5326.501953
	Iteration 20F: 3 clusters Score -6762441 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -6762967.000000 Penalty: 5326.501953
	Iteration 21Q: 3 clusters Score -6762967 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -6763516.000000 Penalty: 5326.501953
	Iteration 22Q: 3 clusters Score -6763516 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -6764012.500000 Penalty: 5326.501953
	Iteration 23Q: 3 clusters Score -6764012 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -6764476.500000 Penalty: 5326.501953
	Iteration 24Q: 3 clusters Score -6764476 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6764898.500000 Penalty: 5326.501953
	Iteration 25Q: 3 clusters Score -6764898 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6765321.000000 Penalty: 5326.501953
	Iteration 26Q: 3 clusters Score -6765321 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6765677.500000 Penalty: 5326.501953
	Iteration 27Q: 3 clusters Score -6765678 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6765937.000000 Penalty: 5326.501953
	Iteration 28Q: 3 clusters Score -6765937 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6766099.000000 Penalty: 5326.501953
	Iteration 29Q: 3 clusters Score -6766099 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6766255.000000 Penalty: 5326.501953
	Iteration 30Q: 3 clusters Score -6766255 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6766335.500000 Penalty: 5326.501953
	Iteration 31Q: 3 clusters Score -6766336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6766389.000000 Penalty: 5326.501953
	Iteration 32Q: 3 clusters Score -6766389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6766432.000000 Penalty: 5326.501953
	Iteration 33Q: 3 clusters Score -6766432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6766465.500000 Penalty: 5326.501953
	Iteration 34Q: 3 clusters Score -6766466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6766488.500000 Penalty: 5326.501953
	Iteration 35Q: 3 clusters Score -6766488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6766503.500000 Penalty: 5326.501953
	Iteration 36Q: 3 clusters Score -6766504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6766519.500000 Penalty: 5326.501953
	Iteration 37Q: 3 clusters Score -6766520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6766530.000000 Penalty: 5326.501953
	Iteration 38Q: 3 clusters Score -6766530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6766535.500000 Penalty: 5326.501953
	Iteration 39Q: 3 clusters Score -6766536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6766540.000000 Penalty: 5326.501953
	Iteration 40F: 3 clusters Score -6766540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6766537.500000 Penalty: 5326.501953
	Iteration 41Q: 3 clusters Score -6766538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6766552.500000 Penalty: 5326.501953
	Iteration 42Q: 3 clusters Score -6766552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6766546.000000 Penalty: 5326.501953
	Iteration 43Q: 3 clusters Score -6766546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6766547.000000 Penalty: 5326.501953
	Iteration 44Q: 3 clusters Score -6766547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6766558.500000 Penalty: 5326.501953
	Iteration 45Q: 3 clusters Score -6766558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6766559.000000 Penalty: 5326.501953
	Iteration 46Q: 3 clusters Score -6766559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6766553.500000 Penalty: 5326.501953
	Iteration 47Q: 3 clusters Score -6766554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6766550.500000 Penalty: 5326.501953
	Iteration 48Q: 3 clusters Score -6766550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6766556.000000 Penalty: 5326.501953
	Iteration 49Q: 3 clusters Score -6766556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6766556.000000 Penalty: 5326.501953
	Iteration 50F: 3 clusters Score -6766556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51348.175781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49955.535156 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49955.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50189.859375 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50189.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50381.429688 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -50381.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50846.792969 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -50846.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50952.664062 Penalty: 2971.766357
	Iteration 4F: 3 clusters Score -50952.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51022.289062 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -51022.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51098.339844 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -51098.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51130.703125 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -51130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51180.367188 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -51180.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51218.320312 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -51218.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51227.027344 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -51227.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51227.027344 Penalty: 2971.766357
	Iteration 11F: 3 clusters Score -51227.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1511630.750000 Penalty: 2328.323975
	Iteration 0F: 2 clusters Score -1511631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1502718.000000 Penalty: 4656.647949
	Iteration 0F: 3 clusters Score -1502718 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1505598.125000 Penalty: 4656.647949
	Iteration 1F: 3 clusters Score -1505598 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1506031.000000 Penalty: 4656.647949
	Iteration 2F: 3 clusters Score -1506031 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1506409.000000 Penalty: 4656.647949
	Iteration 3F: 3 clusters Score -1506409 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1506772.125000 Penalty: 4656.647949
	Iteration 4Q: 3 clusters Score -1506772 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1507128.875000 Penalty: 4656.647949
	Iteration 5Q: 3 clusters Score -1507129 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1507500.125000 Penalty: 4656.647949
	Iteration 6Q: 3 clusters Score -1507500 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1507841.750000 Penalty: 4656.647949
	Iteration 7F: 3 clusters Score -1507842 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1508109.625000 Penalty: 4656.647949
	Iteration 8Q: 3 clusters Score -1508110 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1508320.500000 Penalty: 4656.647949
	Iteration 9Q: 3 clusters Score -1508320 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1508478.250000 Penalty: 4656.647949
	Iteration 10Q: 3 clusters Score -1508478 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1508615.125000 Penalty: 4656.647949
	Iteration 11Q: 3 clusters Score -1508615 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1508733.000000 Penalty: 4656.647949
	Iteration 12Q: 3 clusters Score -1508733 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1508833.750000 Penalty: 4656.647949
	Iteration 13Q: 3 clusters Score -1508834 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1508923.875000 Penalty: 4656.647949
	Iteration 14Q: 3 clusters Score -1508924 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1508998.500000 Penalty: 4656.647949
	Iteration 15Q: 3 clusters Score -1508998 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1509044.375000 Penalty: 4656.647949
	Iteration 16Q: 3 clusters Score -1509044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1509084.125000 Penalty: 4656.647949
	Iteration 17Q: 3 clusters Score -1509084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1509115.875000 Penalty: 4656.647949
	Iteration 18Q: 3 clusters Score -1509116 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1509153.500000 Penalty: 4656.647949
	Iteration 19Q: 3 clusters Score -1509154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1509182.500000 Penalty: 4656.647949
	Iteration 20F: 3 clusters Score -1509182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1509209.000000 Penalty: 4656.647949
	Iteration 21Q: 3 clusters Score -1509209 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1509234.250000 Penalty: 4656.647949
	Iteration 22Q: 3 clusters Score -1509234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1509252.625000 Penalty: 4656.647949
	Iteration 23Q: 3 clusters Score -1509253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1509277.000000 Penalty: 4656.647949
	Iteration 24Q: 3 clusters Score -1509277 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1509300.125000 Penalty: 4656.647949
	Iteration 25Q: 3 clusters Score -1509300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1509317.000000 Penalty: 4656.647949
	Iteration 26Q: 3 clusters Score -1509317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1509335.000000 Penalty: 4656.647949
	Iteration 27Q: 3 clusters Score -1509335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1509351.500000 Penalty: 4656.647949
	Iteration 28Q: 3 clusters Score -1509352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1509367.125000 Penalty: 4656.647949
	Iteration 29Q: 3 clusters Score -1509367 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1509385.750000 Penalty: 4656.647949
	Iteration 30Q: 3 clusters Score -1509386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1509402.500000 Penalty: 4656.647949
	Iteration 31Q: 3 clusters Score -1509402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1509411.500000 Penalty: 4656.647949
	Iteration 32Q: 3 clusters Score -1509412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1509424.000000 Penalty: 4656.647949
	Iteration 33Q: 3 clusters Score -1509424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1509437.625000 Penalty: 4656.647949
	Iteration 34Q: 3 clusters Score -1509438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1509453.000000 Penalty: 4656.647949
	Iteration 35Q: 3 clusters Score -1509453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1509466.375000 Penalty: 4656.647949
	Iteration 36Q: 3 clusters Score -1509466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1509473.750000 Penalty: 4656.647949
	Iteration 37Q: 3 clusters Score -1509474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1509486.625000 Penalty: 4656.647949
	Iteration 38Q: 3 clusters Score -1509487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1509494.875000 Penalty: 4656.647949
	Iteration 39Q: 3 clusters Score -1509495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1509503.125000 Penalty: 4656.647949
	Iteration 40F: 3 clusters Score -1509503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1509512.125000 Penalty: 4656.647949
	Iteration 41Q: 3 clusters Score -1509512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1509524.375000 Penalty: 4656.647949
	Iteration 42Q: 3 clusters Score -1509524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1509537.500000 Penalty: 4656.647949
	Iteration 43Q: 3 clusters Score -1509538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1509542.625000 Penalty: 4656.647949
	Iteration 44Q: 3 clusters Score -1509543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1509551.500000 Penalty: 4656.647949
	Iteration 45Q: 3 clusters Score -1509552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1509557.500000 Penalty: 4656.647949
	Iteration 46Q: 3 clusters Score -1509558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1509562.375000 Penalty: 4656.647949
	Iteration 47Q: 3 clusters Score -1509562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1509568.125000 Penalty: 4656.647949
	Iteration 48Q: 3 clusters Score -1509568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1509571.625000 Penalty: 4656.647949
	Iteration 49Q: 3 clusters Score -1509572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1509570.125000 Penalty: 4656.647949
	Iteration 50Q: 3 clusters Score -1509570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1509576.000000 Penalty: 4656.647949
	Iteration 51Q: 3 clusters Score -1509576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1509578.125000 Penalty: 4656.647949
	Iteration 52Q: 3 clusters Score -1509578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1509581.500000 Penalty: 4656.647949
	Iteration 53Q: 3 clusters Score -1509582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1509582.000000 Penalty: 4656.647949
	Iteration 54Q: 3 clusters Score -1509582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1509584.250000 Penalty: 4656.647949
	Iteration 55Q: 3 clusters Score -1509584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1509584.750000 Penalty: 4656.647949
	Iteration 56Q: 3 clusters Score -1509585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1509587.250000 Penalty: 4656.647949
	Iteration 57Q: 3 clusters Score -1509587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1509587.250000 Penalty: 4656.647949
	Iteration 58Q: 3 clusters Score -1509587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1509587.000000 Penalty: 4656.647949
	Iteration 59Q: 3 clusters Score -1509587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1509587.875000 Penalty: 4656.647949
	Iteration 60F: 3 clusters Score -1509588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1509588.875000 Penalty: 4656.647949
	Iteration 61Q: 3 clusters Score -1509589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1509592.250000 Penalty: 4656.647949
	Iteration 62Q: 3 clusters Score -1509592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1509591.250000 Penalty: 4656.647949
	Iteration 63Q: 3 clusters Score -1509591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1509591.750000 Penalty: 4656.647949
	Iteration 64Q: 3 clusters Score -1509592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1509593.875000 Penalty: 4656.647949
	Iteration 65Q: 3 clusters Score -1509594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1509593.625000 Penalty: 4656.647949
	Iteration 66Q: 3 clusters Score -1509594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1509590.375000 Penalty: 4656.647949
	Iteration 67Q: 3 clusters Score -1509590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1509590.750000 Penalty: 4656.647949
	Iteration 68Q: 3 clusters Score -1509591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1509590.750000 Penalty: 4656.647949
	Iteration 69F: 3 clusters Score -1509591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46174.097656 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -46174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44808.863281 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -44808.86 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45050.988281 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -45050.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45165.296875 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -45165.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45279.859375 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -45279.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45353.222656 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -45353.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45399.582031 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -45399.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45413.382812 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -45413.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45419.460938 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -45419.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45422.566406 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -45422.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45422.566406 Penalty: 3051.755371
	Iteration 9F: 3 clusters Score -45422.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -53043.289062 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -53043.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51654.902344 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -51654.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51787.023438 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -51787.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51821.562500 Penalty: 2969.280273
	Iteration 2Q: 3 clusters Score -51821.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51850.050781 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -51850.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51859.160156 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -51859.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51861.593750 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -51861.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51864.007812 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -51864.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51864.007812 Penalty: 2969.280273
	Iteration 7F: 3 clusters Score -51864.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -535402.562500 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -535402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -531740.500000 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -531740.5 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -532686.875000 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -532686.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -532927.812500 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -532927.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -533094.375000 Penalty: 4067.751465
	Iteration 3F: 3 clusters Score -533094.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -533232.000000 Penalty: 4067.751465
	Iteration 4Q: 3 clusters Score -533232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -533355.875000 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -533355.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -533472.312500 Penalty: 4067.751465
	Iteration 6Q: 3 clusters Score -533472.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -533574.875000 Penalty: 4067.751465
	Iteration 7Q: 3 clusters Score -533574.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -533676.625000 Penalty: 4067.751465
	Iteration 8Q: 3 clusters Score -533676.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -533765.062500 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -533765.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -533838.312500 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -533838.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -533895.187500 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -533895.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -533956.125000 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -533956.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -534033.625000 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -534033.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -534141.062500 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -534141.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -534275.000000 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -534275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -534370.062500 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -534370.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -534431.500000 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -534431.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -534452.687500 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -534452.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -534465.375000 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -534465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -534479.187500 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -534479.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -534488.000000 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -534488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -534497.812500 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -534497.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -534504.562500 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -534504.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -534512.625000 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -534512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -534518.937500 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -534518.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -534522.812500 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -534522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -534526.312500 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -534526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -534529.812500 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -534529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -534540.937500 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -534540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -534547.125000 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -534547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -534552.500000 Penalty: 4067.751465
	Iteration 31Q: 3 clusters Score -534552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -534556.187500 Penalty: 4067.751465
	Iteration 32Q: 3 clusters Score -534556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -534560.312500 Penalty: 4067.751465
	Iteration 33Q: 3 clusters Score -534560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -534564.250000 Penalty: 4067.751465
	Iteration 34Q: 3 clusters Score -534564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -534566.812500 Penalty: 4067.751465
	Iteration 35Q: 3 clusters Score -534566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -534568.000000 Penalty: 4067.751465
	Iteration 36Q: 3 clusters Score -534568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -534569.187500 Penalty: 4067.751465
	Iteration 37Q: 3 clusters Score -534569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -534569.937500 Penalty: 4067.751465
	Iteration 38Q: 3 clusters Score -534569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -534571.687500 Penalty: 4067.751465
	Iteration 39Q: 3 clusters Score -534571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -534571.000000 Penalty: 4067.751465
	Iteration 40F: 3 clusters Score -534571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (148448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Entering Unmasked Estep 
Score: -22154072.000000 Penalty: 2953.181641
	Iteration 0F: 2 clusters Score -2.215407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -22059026.000000 Penalty: 5906.363281
	Iteration 0F: 3 clusters Score -2.205903e+07 nChanged 70608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -22100858.000000 Penalty: 5906.363281
	Iteration 1F: 3 clusters Score -2.210086e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -22103362.000000 Penalty: 5906.363281
	Iteration 2Q: 3 clusters Score -2.210336e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -22107060.000000 Penalty: 5906.363281
	Iteration 3F: 3 clusters Score -2.210706e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -22112344.000000 Penalty: 5906.363281
	Iteration 4F: 3 clusters Score -2.211234e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -22119036.000000 Penalty: 5906.363281
	Iteration 5F: 3 clusters Score -2.211904e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -22126136.000000 Penalty: 5906.363281
	Iteration 6F: 3 clusters Score -2.212614e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -22132454.000000 Penalty: 5906.363281
	Iteration 7F: 3 clusters Score -2.213245e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -22137332.000000 Penalty: 5906.363281
	Iteration 8Q: 3 clusters Score -2.213733e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118838 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -22140426.000000 Penalty: 5906.363281
	Iteration 9Q: 3 clusters Score -2.214043e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121904 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -22142230.000000 Penalty: 5906.363281
	Iteration 10Q: 3 clusters Score -2.214223e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -22143664.000000 Penalty: 5906.363281
	Iteration 11Q: 3 clusters Score -2.214366e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127578 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -22145002.000000 Penalty: 5906.363281
	Iteration 12Q: 3 clusters Score -2.2145e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130237 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -22146108.000000 Penalty: 5906.363281
	Iteration 13Q: 3 clusters Score -2.214611e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132748 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -22147176.000000 Penalty: 5906.363281
	Iteration 14Q: 3 clusters Score -2.214718e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -22148168.000000 Penalty: 5906.363281
	Iteration 15Q: 3 clusters Score -2.214817e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136897 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -22149106.000000 Penalty: 5906.363281
	Iteration 16Q: 3 clusters Score -2.214911e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138581 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -22149800.000000 Penalty: 5906.363281
	Iteration 17Q: 3 clusters Score -2.21498e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -22150460.000000 Penalty: 5906.363281
	Iteration 18Q: 3 clusters Score -2.215046e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141060 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -22150874.000000 Penalty: 5906.363281
	Iteration 19Q: 3 clusters Score -2.215087e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141989 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -22151252.000000 Penalty: 5906.363281
	Iteration 20F: 3 clusters Score -2.215125e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -22151518.000000 Penalty: 5906.363281
	Iteration 21Q: 3 clusters Score -2.215152e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -22151804.000000 Penalty: 5906.363281
	Iteration 22Q: 3 clusters Score -2.21518e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143544 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -22152028.000000 Penalty: 5906.363281
	Iteration 23Q: 3 clusters Score -2.215203e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -22152234.000000 Penalty: 5906.363281
	Iteration 24Q: 3 clusters Score -2.215223e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -22152326.000000 Penalty: 5906.363281
	Iteration 25Q: 3 clusters Score -2.215233e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -22152330.000000 Penalty: 5906.363281
	Iteration 26Q: 3 clusters Score -2.215233e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22152378.000000 Penalty: 5906.363281
	Iteration 27Q: 3 clusters Score -2.215238e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -22152398.000000 Penalty: 5906.363281
	Iteration 28Q: 3 clusters Score -2.21524e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144522 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -22152402.000000 Penalty: 5906.363281
	Iteration 29Q: 3 clusters Score -2.21524e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144601 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -22152390.000000 Penalty: 5906.363281
	Iteration 30Q: 3 clusters Score -2.215239e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -22152440.000000 Penalty: 5906.363281
	Iteration 31Q: 3 clusters Score -2.215244e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144745 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -22152436.000000 Penalty: 5906.363281
	Iteration 32Q: 3 clusters Score -2.215244e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -22152422.000000 Penalty: 5906.363281
	Iteration 33Q: 3 clusters Score -2.215242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -22152442.000000 Penalty: 5906.363281
	Iteration 34Q: 3 clusters Score -2.215244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144918 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -22152466.000000 Penalty: 5906.363281
	Iteration 35Q: 3 clusters Score -2.215247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144951 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -22152474.000000 Penalty: 5906.363281
	Iteration 36Q: 3 clusters Score -2.215247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -22152466.000000 Penalty: 5906.363281
	Iteration 37Q: 3 clusters Score -2.215247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144996 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -22152462.000000 Penalty: 5906.363281
	Iteration 38Q: 3 clusters Score -2.215246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145021 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -22152488.000000 Penalty: 5906.363281
	Iteration 39Q: 3 clusters Score -2.215249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145047 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22152478.000000 Penalty: 5906.363281
	Iteration 40F: 3 clusters Score -2.215248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145078 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -22152460.000000 Penalty: 5906.363281
	Iteration 41Q: 3 clusters Score -2.215246e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22152454.000000 Penalty: 5906.363281
	Iteration 42Q: 3 clusters Score -2.215245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -22152462.000000 Penalty: 5906.363281
	Iteration 43Q: 3 clusters Score -2.215246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -22152458.000000 Penalty: 5906.363281
	Iteration 44Q: 3 clusters Score -2.215246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145171 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22152460.000000 Penalty: 5906.363281
	Iteration 45Q: 3 clusters Score -2.215246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145184 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -22152446.000000 Penalty: 5906.363281
	Iteration 46Q: 3 clusters Score -2.215245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145194 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -22152448.000000 Penalty: 5906.363281
	Iteration 47Q: 3 clusters Score -2.215245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145202 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -22152458.000000 Penalty: 5906.363281
	Iteration 48Q: 3 clusters Score -2.215246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22152450.000000 Penalty: 5906.363281
	Iteration 49Q: 3 clusters Score -2.215245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145216 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -22152446.000000 Penalty: 5906.363281
	Iteration 50Q: 3 clusters Score -2.215245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -22152442.000000 Penalty: 5906.363281
	Iteration 51Q: 3 clusters Score -2.215244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -22152444.000000 Penalty: 5906.363281
	Iteration 52Q: 3 clusters Score -2.215244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -22152456.000000 Penalty: 5906.363281
	Iteration 53Q: 3 clusters Score -2.215246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145233 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -22152450.000000 Penalty: 5906.363281
	Iteration 54Q: 3 clusters Score -2.215245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -22152460.000000 Penalty: 5906.363281
	Iteration 55Q: 3 clusters Score -2.215246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145239 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -22152462.000000 Penalty: 5906.363281
	Iteration 56Q: 3 clusters Score -2.215246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -22152460.000000 Penalty: 5906.363281
	Iteration 57Q: 3 clusters Score -2.215246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145245 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -22152458.000000 Penalty: 5906.363281
	Iteration 58Q: 3 clusters Score -2.215246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145250 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -22152474.000000 Penalty: 5906.363281
	Iteration 59Q: 3 clusters Score -2.215247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -22152456.000000 Penalty: 5906.363281
	Iteration 60F: 3 clusters Score -2.215246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145257 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -22152474.000000 Penalty: 5906.363281
	Iteration 61Q: 3 clusters Score -2.215247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -22152482.000000 Penalty: 5906.363281
	Iteration 62Q: 3 clusters Score -2.215248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145262 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -22152484.000000 Penalty: 5906.363281
	Iteration 63Q: 3 clusters Score -2.215248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -22152476.000000 Penalty: 5906.363281
	Iteration 64Q: 3 clusters Score -2.215248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145268 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -22152474.000000 Penalty: 5906.363281
	Iteration 65Q: 3 clusters Score -2.215247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -22152472.000000 Penalty: 5906.363281
	Iteration 66Q: 3 clusters Score -2.215247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -22152472.000000 Penalty: 5906.363281
	Iteration 67F: 3 clusters Score -2.215247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -885656.625000 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -885656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -880219.750000 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -880219.8 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -881666.437500 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -881666.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -881953.750000 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -881953.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -882129.312500 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -882129.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -882243.187500 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -882243.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -882331.187500 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -882331.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -882389.625000 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -882389.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -882437.000000 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -882437 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -882476.437500 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -882476.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -882518.875000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -882518.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -882559.500000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -882559.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -882579.937500 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -882579.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -882594.875000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -882594.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -882612.375000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -882612.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -882629.562500 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -882629.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -882644.125000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -882644.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -882656.500000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -882656.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -882669.312500 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -882669.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -882677.687500 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -882677.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -882687.437500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -882687.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -882694.687500 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -882694.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -882706.125000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -882706.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -882718.062500 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -882718.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -882733.875000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -882733.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -882745.937500 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -882745.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -882760.375000 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -882760.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -882769.250000 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -882769.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -882782.250000 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -882782.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -882795.875000 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -882795.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -882811.625000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -882811.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -882825.500000 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -882825.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -882837.062500 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -882837.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -882847.250000 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -882847.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -882853.312500 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -882853.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -882861.625000 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -882861.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -882868.875000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -882868.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -882878.250000 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -882878.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -882889.562500 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -882889.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -882898.687500 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -882898.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -882909.750000 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -882909.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -882920.812500 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -882920.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -882928.250000 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -882928.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -882936.312500 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -882936.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -882940.375000 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -882940.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -882947.125000 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -882947.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -882950.500000 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -882950.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -882956.125000 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -882956.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -882964.937500 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -882964.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -882976.750000 Penalty: 4353.437988
	Iteration 48Q: 3 clusters Score -882976.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -882983.625000 Penalty: 4353.437988
	Iteration 49Q: 3 clusters Score -882983.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -882997.000000 Penalty: 4353.437988
	Iteration 50Q: 3 clusters Score -882997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -883010.500000 Penalty: 4353.437988
	Iteration 51Q: 3 clusters Score -883010.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -883022.187500 Penalty: 4353.437988
	Iteration 52Q: 3 clusters Score -883022.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -883036.437500 Penalty: 4353.437988
	Iteration 53Q: 3 clusters Score -883036.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -883049.375000 Penalty: 4353.437988
	Iteration 54Q: 3 clusters Score -883049.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -883063.437500 Penalty: 4353.437988
	Iteration 55Q: 3 clusters Score -883063.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -883077.062500 Penalty: 4353.437988
	Iteration 56Q: 3 clusters Score -883077.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -883094.625000 Penalty: 4353.437988
	Iteration 57Q: 3 clusters Score -883094.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -883108.500000 Penalty: 4353.437988
	Iteration 58Q: 3 clusters Score -883108.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -883115.625000 Penalty: 4353.437988
	Iteration 59Q: 3 clusters Score -883115.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -883120.562500 Penalty: 4353.437988
	Iteration 60F: 3 clusters Score -883120.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -883126.187500 Penalty: 4353.437988
	Iteration 61Q: 3 clusters Score -883126.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -883134.750000 Penalty: 4353.437988
	Iteration 62Q: 3 clusters Score -883134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -883141.250000 Penalty: 4353.437988
	Iteration 63Q: 3 clusters Score -883141.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -883145.687500 Penalty: 4353.437988
	Iteration 64Q: 3 clusters Score -883145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -883149.812500 Penalty: 4353.437988
	Iteration 65Q: 3 clusters Score -883149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -883152.500000 Penalty: 4353.437988
	Iteration 66Q: 3 clusters Score -883152.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -883155.000000 Penalty: 4353.437988
	Iteration 67Q: 3 clusters Score -883155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -883158.625000 Penalty: 4353.437988
	Iteration 68Q: 3 clusters Score -883158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -883158.187500 Penalty: 4353.437988
	Iteration 69Q: 3 clusters Score -883158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -883158.437500 Penalty: 4353.437988
	Iteration 70Q: 3 clusters Score -883158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -883158.625000 Penalty: 4353.437988
	Iteration 71Q: 3 clusters Score -883158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -883164.187500 Penalty: 4353.437988
	Iteration 72Q: 3 clusters Score -883164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -883166.312500 Penalty: 4353.437988
	Iteration 73Q: 3 clusters Score -883166.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -883166.812500 Penalty: 4353.437988
	Iteration 74Q: 3 clusters Score -883166.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -883170.312500 Penalty: 4353.437988
	Iteration 75Q: 3 clusters Score -883170.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -883175.687500 Penalty: 4353.437988
	Iteration 76Q: 3 clusters Score -883175.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -883183.937500 Penalty: 4353.437988
	Iteration 77Q: 3 clusters Score -883183.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -883191.375000 Penalty: 4353.437988
	Iteration 78Q: 3 clusters Score -883191.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -883201.437500 Penalty: 4353.437988
	Iteration 79Q: 3 clusters Score -883201.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -883212.750000 Penalty: 4353.437988
	Iteration 80F: 3 clusters Score -883212.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -883223.187500 Penalty: 4353.437988
	Iteration 81Q: 3 clusters Score -883223.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -883231.687500 Penalty: 4353.437988
	Iteration 82Q: 3 clusters Score -883231.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -883245.125000 Penalty: 4353.437988
	Iteration 83Q: 3 clusters Score -883245.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -883250.250000 Penalty: 4353.437988
	Iteration 84Q: 3 clusters Score -883250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -883258.687500 Penalty: 4353.437988
	Iteration 85Q: 3 clusters Score -883258.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -883263.000000 Penalty: 4353.437988
	Iteration 86Q: 3 clusters Score -883263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -883265.625000 Penalty: 4353.437988
	Iteration 87Q: 3 clusters Score -883265.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -883268.375000 Penalty: 4353.437988
	Iteration 88Q: 3 clusters Score -883268.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -883281.750000 Penalty: 4353.437988
	Iteration 89Q: 3 clusters Score -883281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -883291.375000 Penalty: 4353.437988
	Iteration 90Q: 3 clusters Score -883291.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -883306.312500 Penalty: 4353.437988
	Iteration 91Q: 3 clusters Score -883306.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -883320.750000 Penalty: 4353.437988
	Iteration 92Q: 3 clusters Score -883320.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -883335.437500 Penalty: 4353.437988
	Iteration 93Q: 3 clusters Score -883335.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -883351.812500 Penalty: 4353.437988
	Iteration 94Q: 3 clusters Score -883351.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -883370.937500 Penalty: 4353.437988
	Iteration 95Q: 3 clusters Score -883370.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -883390.000000 Penalty: 4353.437988
	Iteration 96Q: 3 clusters Score -883390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -883401.312500 Penalty: 4353.437988
	Iteration 97Q: 3 clusters Score -883401.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -883416.437500 Penalty: 4353.437988
	Iteration 98Q: 3 clusters Score -883416.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -883438.500000 Penalty: 4353.437988
	Iteration 99Q: 3 clusters Score -883438.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -883463.875000 Penalty: 4353.437988
	Iteration 100F: 3 clusters Score -883463.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -883493.562500 Penalty: 4353.437988
	Iteration 101Q: 3 clusters Score -883493.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -883525.500000 Penalty: 4353.437988
	Iteration 102Q: 3 clusters Score -883525.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -883557.250000 Penalty: 4353.437988
	Iteration 103Q: 3 clusters Score -883557.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -883578.375000 Penalty: 4353.437988
	Iteration 104Q: 3 clusters Score -883578.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -883592.437500 Penalty: 4353.437988
	Iteration 105Q: 3 clusters Score -883592.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -883604.125000 Penalty: 4353.437988
	Iteration 106Q: 3 clusters Score -883604.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -883618.812500 Penalty: 4353.437988
	Iteration 107Q: 3 clusters Score -883618.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -883623.812500 Penalty: 4353.437988
	Iteration 108Q: 3 clusters Score -883623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -883628.875000 Penalty: 4353.437988
	Iteration 109Q: 3 clusters Score -883628.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -883632.687500 Penalty: 4353.437988
	Iteration 110Q: 3 clusters Score -883632.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -883639.125000 Penalty: 4353.437988
	Iteration 111Q: 3 clusters Score -883639.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -883643.312500 Penalty: 4353.437988
	Iteration 112Q: 3 clusters Score -883643.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -883649.312500 Penalty: 4353.437988
	Iteration 113Q: 3 clusters Score -883649.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -883656.500000 Penalty: 4353.437988
	Iteration 114Q: 3 clusters Score -883656.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -883664.312500 Penalty: 4353.437988
	Iteration 115Q: 3 clusters Score -883664.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -883675.812500 Penalty: 4353.437988
	Iteration 116Q: 3 clusters Score -883675.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -883691.125000 Penalty: 4353.437988
	Iteration 117Q: 3 clusters Score -883691.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -883697.625000 Penalty: 4353.437988
	Iteration 118Q: 3 clusters Score -883697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -883707.437500 Penalty: 4353.437988
	Iteration 119Q: 3 clusters Score -883707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -883714.000000 Penalty: 4353.437988
	Iteration 120F: 3 clusters Score -883714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -883718.375000 Penalty: 4353.437988
	Iteration 121Q: 3 clusters Score -883718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -883722.812500 Penalty: 4353.437988
	Iteration 122Q: 3 clusters Score -883722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -883727.250000 Penalty: 4353.437988
	Iteration 123Q: 3 clusters Score -883727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -883732.187500 Penalty: 4353.437988
	Iteration 124Q: 3 clusters Score -883732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -883739.437500 Penalty: 4353.437988
	Iteration 125Q: 3 clusters Score -883739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -883743.250000 Penalty: 4353.437988
	Iteration 126Q: 3 clusters Score -883743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -883744.500000 Penalty: 4353.437988
	Iteration 127Q: 3 clusters Score -883744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -883747.062500 Penalty: 4353.437988
	Iteration 128Q: 3 clusters Score -883747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -883749.062500 Penalty: 4353.437988
	Iteration 129Q: 3 clusters Score -883749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -883749.750000 Penalty: 4353.437988
	Iteration 130Q: 3 clusters Score -883749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -883751.125000 Penalty: 4353.437988
	Iteration 131Q: 3 clusters Score -883751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -883753.500000 Penalty: 4353.437988
	Iteration 132Q: 3 clusters Score -883753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -883753.937500 Penalty: 4353.437988
	Iteration 133Q: 3 clusters Score -883753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -883753.062500 Penalty: 4353.437988
	Iteration 134Q: 3 clusters Score -883753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -883753.812500 Penalty: 4353.437988
	Iteration 135Q: 3 clusters Score -883753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -883753.312500 Penalty: 4353.437988
	Iteration 136Q: 3 clusters Score -883753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -883753.312500 Penalty: 4353.437988
	Iteration 137F: 3 clusters Score -883753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -298946.187500 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -298946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -296301.125000 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -296301.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -296735.562500 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -296735.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -296874.343750 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -296874.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -296955.062500 Penalty: 3783.744629
	Iteration 3Q: 3 clusters Score -296955.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -296994.343750 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -296994.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -297019.156250 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -297019.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -297037.937500 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -297037.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -297048.406250 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -297048.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297054.281250 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -297054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297058.687500 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -297058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297062.093750 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -297062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297064.718750 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -297064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297064.937500 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -297064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297067.031250 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -297067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297070.968750 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -297071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297070.937500 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -297070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297072.437500 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -297072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297075.156250 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -297075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297078.500000 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -297078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297079.875000 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -297079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297082.531250 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -297082.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297086.156250 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -297086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -297090.000000 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -297090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297092.156250 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -297092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297093.437500 Penalty: 3783.744629
	Iteration 24Q: 3 clusters Score -297093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -297094.062500 Penalty: 3783.744629
	Iteration 25Q: 3 clusters Score -297094.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -297094.062500 Penalty: 3783.744629
	Iteration 26F: 3 clusters Score -297094.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -496338.937500 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -496338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -492781.187500 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -492781.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -493527.125000 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -493527.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -493698.437500 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -493698.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -493795.468750 Penalty: 4040.336426
	Iteration 3Q: 3 clusters Score -493795.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -493864.062500 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -493864.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -493912.437500 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -493912.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -493964.312500 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -493964.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -494023.593750 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -494023.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -494068.062500 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -494068.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -494108.562500 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -494108.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -494153.750000 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -494153.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -494207.468750 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -494207.5 nChanged 85
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: -494265.437500 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -494265.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -494336.718750 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -494336.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -494396.843750 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -494396.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -494440.437500 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -494440.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -494483.343750 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -494483.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -494517.312500 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -494517.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -494543.625000 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -494543.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -494573.906250 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -494573.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -494587.750000 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -494587.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -494609.312500 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -494609.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -494622.718750 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -494622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -494629.968750 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -494630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -494638.593750 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -494638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -494643.843750 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -494643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -494653.218750 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -494653.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -494662.156250 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -494662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -494664.375000 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -494664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -494668.437500 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -494668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -494672.312500 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -494672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -494673.031250 Penalty: 4040.336426
	Iteration 31Q: 3 clusters Score -494673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -494677.312500 Penalty: 4040.336426
	Iteration 32Q: 3 clusters Score -494677.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -494681.312500 Penalty: 4040.336426
	Iteration 33Q: 3 clusters Score -494681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -494682.750000 Penalty: 4040.336426
	Iteration 34Q: 3 clusters Score -494682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -494684.750000 Penalty: 4040.336426
	Iteration 35Q: 3 clusters Score -494684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -494686.156250 Penalty: 4040.336426
	Iteration 36Q: 3 clusters Score -494686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -494687.218750 Penalty: 4040.336426
	Iteration 37Q: 3 clusters Score -494687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -494688.406250 Penalty: 4040.336426
	Iteration 38Q: 3 clusters Score -494688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -494688.406250 Penalty: 4040.336426
	Iteration 39F: 3 clusters Score -494688.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -175760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173535.750000 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -173535.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174061.062500 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -174061.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -174275.734375 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -174275.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -174453.656250 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -174453.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174601.046875 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -174601 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -174702.718750 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -174702.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174767.953125 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -174768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174803.265625 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -174803.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -174819.781250 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -174819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -174829.281250 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -174829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -174833.593750 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -174833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -174838.640625 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -174838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -174840.906250 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -174840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174848.125000 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -174848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -174857.250000 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -174857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -174864.062500 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -174864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174867.703125 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -174867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -174871.640625 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -174871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -174873.265625 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -174873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -174874.953125 Penalty: 3630.324463
	Iteration 19Q: 3 clusters Score -174875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -174876.937500 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -174876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -174922.015625 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -174922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -174933.484375 Penalty: 3630.324463
	Iteration 22Q: 3 clusters Score -174933.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174942.140625 Penalty: 3630.324463
	Iteration 23Q: 3 clusters Score -174942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174945.437500 Penalty: 3630.324463
	Iteration 24Q: 3 clusters Score -174945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174948.718750 Penalty: 3630.324463
	Iteration 25Q: 3 clusters Score -174948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174950.390625 Penalty: 3630.324463
	Iteration 26Q: 3 clusters Score -174950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174950.859375 Penalty: 3630.324463
	Iteration 27Q: 3 clusters Score -174950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174950.859375 Penalty: 3630.324463
	Iteration 28F: 3 clusters Score -174950.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -37232.968750 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -37232.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36043.035156 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -36043.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36205.417969 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -36205.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36231.269531 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -36231.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36243.207031 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -36243.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36246.117188 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -36246.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36247.796875 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -36247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36247.796875 Penalty: 2810.547607
	Iteration 6F: 3 clusters Score -36247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -36118.429688 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -36118.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34881.335938 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -34881.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34945.347656 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -34945.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34961.992188 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -34961.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34961.992188 Penalty: 2763.788330
	Iteration 3F: 3 clusters Score -34961.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -69165.890625 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -69165.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67601.101562 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -67601.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67824.007812 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -67824.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67926.085938 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -67926.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67948.898438 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -67948.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67963.578125 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -67963.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67977.359375 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -67977.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67987.671875 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -67987.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68000.976562 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -68000.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68020.593750 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -68020.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68030.578125 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -68030.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68040.343750 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -68040.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68044.414062 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -68044.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68049.671875 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -68049.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68050.500000 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -68050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68050.500000 Penalty: 3156.916504
	Iteration 14F: 3 clusters Score -68050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -207979.156250 Penalty: 1817.615234
	Iteration 0F: 2 clusters Score -207979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -205734.531250 Penalty: 3635.230469
	Iteration 0F: 3 clusters Score -205734.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -206264.937500 Penalty: 3635.230469
	Iteration 1F: 3 clusters Score -206264.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206523.968750 Penalty: 3635.230469
	Iteration 2F: 3 clusters Score -206524 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206683.218750 Penalty: 3635.230469
	Iteration 3F: 3 clusters Score -206683.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -206818.000000 Penalty: 3635.230469
	Iteration 4F: 3 clusters Score -206818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -206906.640625 Penalty: 3635.230469
	Iteration 5Q: 3 clusters Score -206906.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -206950.796875 Penalty: 3635.230469
	Iteration 6Q: 3 clusters Score -206950.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -206981.875000 Penalty: 3635.230469
	Iteration 7Q: 3 clusters Score -206981.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -207009.984375 Penalty: 3635.230469
	Iteration 8Q: 3 clusters Score -207010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -207037.718750 Penalty: 3635.230469
	Iteration 9Q: 3 clusters Score -207037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -207065.906250 Penalty: 3635.230469
	Iteration 10Q: 3 clusters Score -207065.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -207082.343750 Penalty: 3635.230469
	Iteration 11Q: 3 clusters Score -207082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -207092.734375 Penalty: 3635.230469
	Iteration 12Q: 3 clusters Score -207092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -207099.015625 Penalty: 3635.230469
	Iteration 13Q: 3 clusters Score -207099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -207099.718750 Penalty: 3635.230469
	Iteration 14Q: 3 clusters Score -207099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -207102.031250 Penalty: 3635.230469
	Iteration 15Q: 3 clusters Score -207102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -207107.109375 Penalty: 3635.230469
	Iteration 16Q: 3 clusters Score -207107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207114.296875 Penalty: 3635.230469
	Iteration 17Q: 3 clusters Score -207114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -207122.531250 Penalty: 3635.230469
	Iteration 18Q: 3 clusters Score -207122.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207130.656250 Penalty: 3635.230469
	Iteration 19Q: 3 clusters Score -207130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -207139.484375 Penalty: 3635.230469
	Iteration 20F: 3 clusters Score -207139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -207153.203125 Penalty: 3635.230469
	Iteration 21Q: 3 clusters Score -207153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -207168.906250 Penalty: 3635.230469
	Iteration 22Q: 3 clusters Score -207168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -207173.750000 Penalty: 3635.230469
	Iteration 23Q: 3 clusters Score -207173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -207184.640625 Penalty: 3635.230469
	Iteration 24Q: 3 clusters Score -207184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -207192.250000 Penalty: 3635.230469
	Iteration 25Q: 3 clusters Score -207192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -207200.968750 Penalty: 3635.230469
	Iteration 26Q: 3 clusters Score -207201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -207205.421875 Penalty: 3635.230469
	Iteration 27Q: 3 clusters Score -207205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -207215.734375 Penalty: 3635.230469
	Iteration 28Q: 3 clusters Score -207215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -207225.281250 Penalty: 3635.230469
	Iteration 29Q: 3 clusters Score -207225.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -207230.375000 Penalty: 3635.230469
	Iteration 30Q: 3 clusters Score -207230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -207238.343750 Penalty: 3635.230469
	Iteration 31Q: 3 clusters Score -207238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -207245.093750 Penalty: 3635.230469
	Iteration 32Q: 3 clusters Score -207245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -207246.609375 Penalty: 3635.230469
	Iteration 33Q: 3 clusters Score -207246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -207251.390625 Penalty: 3635.230469
	Iteration 34Q: 3 clusters Score -207251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -207255.140625 Penalty: 3635.230469
	Iteration 35Q: 3 clusters Score -207255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -207255.953125 Penalty: 3635.230469
	Iteration 36Q: 3 clusters Score -207256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -207255.953125 Penalty: 3635.230469
	Iteration 37F: 3 clusters Score -207256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (203170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203170 members 
Entering Unmasked Estep 
Score: -30366626.000000 Penalty: 3031.005859
	Iteration 0F: 2 clusters Score -3.036663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -30234376.000000 Penalty: 6062.011719
	Iteration 0F: 3 clusters Score -3.023438e+07 nChanged 97961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100575 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -30290918.000000 Penalty: 6062.011719
	Iteration 1F: 3 clusters Score -3.029092e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99866 members 
Mstep: Class 2 contains 103304 members 
Entering Unmasked Estep 
Score: -30291788.000000 Penalty: 6062.011719
	Iteration 2Q: 3 clusters Score -3.029179e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -30292906.000000 Penalty: 6062.011719
	Iteration 3Q: 3 clusters Score -3.029291e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -30294274.000000 Penalty: 6062.011719
	Iteration 4Q: 3 clusters Score -3.029427e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -30296170.000000 Penalty: 6062.011719
	Iteration 5Q: 3 clusters Score -3.029617e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -30298472.000000 Penalty: 6062.011719
	Iteration 6Q: 3 clusters Score -3.029847e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -30302054.000000 Penalty: 6062.011719
	Iteration 7Q: 3 clusters Score -3.030205e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 120999 members 
Entering Unmasked Estep 
Score: -30306166.000000 Penalty: 6062.011719
	Iteration 8Q: 3 clusters Score -3.030617e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 128458 members 
Entering Unmasked Estep 
Score: -30311978.000000 Penalty: 6062.011719
	Iteration 9F: 3 clusters Score -3.031198e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -30319606.000000 Penalty: 6062.011719
	Iteration 10F: 3 clusters Score -3.031961e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -30328814.000000 Penalty: 6062.011719
	Iteration 11F: 3 clusters Score -3.032881e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -30337002.000000 Penalty: 6062.011719
	Iteration 12F: 3 clusters Score -3.0337e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 158403 members 
Entering Unmasked Estep 
Score: -30342204.000000 Penalty: 6062.011719
	Iteration 13Q: 3 clusters Score -3.03422e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -30345074.000000 Penalty: 6062.011719
	Iteration 14Q: 3 clusters Score -3.034507e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -30347014.000000 Penalty: 6062.011719
	Iteration 15Q: 3 clusters Score -3.034701e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 169993 members 
Entering Unmasked Estep 
Score: -30348646.000000 Penalty: 6062.011719
	Iteration 16Q: 3 clusters Score -3.034865e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 173500 members 
Entering Unmasked Estep 
Score: -30350002.000000 Penalty: 6062.011719
	Iteration 17Q: 3 clusters Score -3.035e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 176961 members 
Entering Unmasked Estep 
Score: -30351438.000000 Penalty: 6062.011719
	Iteration 18Q: 3 clusters Score -3.035144e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 180228 members 
Entering Unmasked Estep 
Score: -30352842.000000 Penalty: 6062.011719
	Iteration 19Q: 3 clusters Score -3.035284e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 183404 members 
Entering Unmasked Estep 
Score: -30354310.000000 Penalty: 6062.011719
	Iteration 20F: 3 clusters Score -3.035431e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 186450 members 
Entering Unmasked Estep 
Score: -30355614.000000 Penalty: 6062.011719
	Iteration 21Q: 3 clusters Score -3.035561e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 189211 members 
Entering Unmasked Estep 
Score: -30357042.000000 Penalty: 6062.011719
	Iteration 22Q: 3 clusters Score -3.035704e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 191670 members 
Entering Unmasked Estep 
Score: -30358224.000000 Penalty: 6062.011719
	Iteration 23Q: 3 clusters Score -3.035822e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 193801 members 
Entering Unmasked Estep 
Score: -30359112.000000 Penalty: 6062.011719
	Iteration 24Q: 3 clusters Score -3.035911e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 195639 members 
Entering Unmasked Estep 
Score: -30360154.000000 Penalty: 6062.011719
	Iteration 25Q: 3 clusters Score -3.036015e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 197186 members 
Entering Unmasked Estep 
Score: -30361108.000000 Penalty: 6062.011719
	Iteration 26Q: 3 clusters Score -3.036111e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 198430 members 
Entering Unmasked Estep 
Score: -30361788.000000 Penalty: 6062.011719
	Iteration 27Q: 3 clusters Score -3.036179e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 199403 members 
Entering Unmasked Estep 
Score: -30362374.000000 Penalty: 6062.011719
	Iteration 28Q: 3 clusters Score -3.036237e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 200176 members 
Entering Unmasked Estep 
Score: -30362632.000000 Penalty: 6062.011719
	Iteration 29Q: 3 clusters Score -3.036263e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 200715 members 
Entering Unmasked Estep 
Score: -30362984.000000 Penalty: 6062.011719
	Iteration 30Q: 3 clusters Score -3.036298e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 201086 members 
Entering Unmasked Estep 
Score: -30363252.000000 Penalty: 6062.011719
	Iteration 31Q: 3 clusters Score -3.036325e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 201363 members 
Entering Unmasked Estep 
Score: -30363444.000000 Penalty: 6062.011719
	Iteration 32Q: 3 clusters Score -3.036344e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 201558 members 
Entering Unmasked Estep 
Score: -30363468.000000 Penalty: 6062.011719
	Iteration 33Q: 3 clusters Score -3.036347e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 201727 members 
Entering Unmasked Estep 
Score: -30363536.000000 Penalty: 6062.011719
	Iteration 34Q: 3 clusters Score -3.036354e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 201863 members 
Entering Unmasked Estep 
Score: -30363608.000000 Penalty: 6062.011719
	Iteration 35Q: 3 clusters Score -3.036361e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 201969 members 
Entering Unmasked Estep 
Score: -30363682.000000 Penalty: 6062.011719
	Iteration 36Q: 3 clusters Score -3.036368e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 202045 members 
Entering Unmasked Estep 
Score: -30363734.000000 Penalty: 6062.011719
	Iteration 37Q: 3 clusters Score -3.036373e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 202101 members 
Entering Unmasked Estep 
Score: -30363778.000000 Penalty: 6062.011719
	Iteration 38Q: 3 clusters Score -3.036378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 202138 members 
Entering Unmasked Estep 
Score: -30363796.000000 Penalty: 6062.011719
	Iteration 39Q: 3 clusters Score -3.03638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 202166 members 
Entering Unmasked Estep 
Score: -30363826.000000 Penalty: 6062.011719
	Iteration 40F: 3 clusters Score -3.036383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
Score: -30363824.000000 Penalty: 6062.011719
	Iteration 41Q: 3 clusters Score -3.036382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 202215 members 
Entering Unmasked Estep 
Score: -30363868.000000 Penalty: 6062.011719
	Iteration 42Q: 3 clusters Score -3.036387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 202241 members 
Entering Unmasked Estep 
Score: -30363874.000000 Penalty: 6062.011719
	Iteration 43Q: 3 clusters Score -3.036387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 202260 members 
Entering Unmasked Estep 
Score: -30363912.000000 Penalty: 6062.011719
	Iteration 44Q: 3 clusters Score -3.036391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 202276 members 
Entering Unmasked Estep 
Score: -30363886.000000 Penalty: 6062.011719
	Iteration 45Q: 3 clusters Score -3.036389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 202297 members 
Entering Unmasked Estep 
Score: -30363910.000000 Penalty: 6062.011719
	Iteration 46Q: 3 clusters Score -3.036391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 202308 members 
Entering Unmasked Estep 
Score: -30363920.000000 Penalty: 6062.011719
	Iteration 47Q: 3 clusters Score -3.036392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 202322 members 
Entering Unmasked Estep 
Score: -30363904.000000 Penalty: 6062.011719
	Iteration 48Q: 3 clusters Score -3.03639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 202332 members 
Entering Unmasked Estep 
Score: -30363934.000000 Penalty: 6062.011719
	Iteration 49Q: 3 clusters Score -3.036393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 202346 members 
Entering Unmasked Estep 
Score: -30363946.000000 Penalty: 6062.011719
	Iteration 50Q: 3 clusters Score -3.036395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 202358 members 
Entering Unmasked Estep 
Score: -30363924.000000 Penalty: 6062.011719
	Iteration 51Q: 3 clusters Score -3.036392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 202379 members 
Entering Unmasked Estep 
Score: -30363940.000000 Penalty: 6062.011719
	Iteration 52Q: 3 clusters Score -3.036394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 202394 members 
Entering Unmasked Estep 
Score: -30363948.000000 Penalty: 6062.011719
	Iteration 53Q: 3 clusters Score -3.036395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -30363966.000000 Penalty: 6062.011719
	Iteration 54Q: 3 clusters Score -3.036397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 202411 members 
Entering Unmasked Estep 
Score: -30363996.000000 Penalty: 6062.011719
	Iteration 55Q: 3 clusters Score -3.0364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 202421 members 
Entering Unmasked Estep 
Score: -30364004.000000 Penalty: 6062.011719
	Iteration 56Q: 3 clusters Score -3.0364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 202430 members 
Entering Unmasked Estep 
Score: -30364018.000000 Penalty: 6062.011719
	Iteration 57Q: 3 clusters Score -3.036402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 202436 members 
Entering Unmasked Estep 
Score: -30364028.000000 Penalty: 6062.011719
	Iteration 58Q: 3 clusters Score -3.036403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 202441 members 
Entering Unmasked Estep 
Score: -30364018.000000 Penalty: 6062.011719
	Iteration 59Q: 3 clusters Score -3.036402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 202445 members 
Entering Unmasked Estep 
Score: -30364018.000000 Penalty: 6062.011719
	Iteration 60F: 3 clusters Score -3.036402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 202450 members 
Entering Unmasked Estep 
Score: -30364022.000000 Penalty: 6062.011719
	Iteration 61Q: 3 clusters Score -3.036402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 202451 members 
Entering Unmasked Estep 
Score: -30364028.000000 Penalty: 6062.011719
	Iteration 62Q: 3 clusters Score -3.036403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 202451 members 
Entering Unmasked Estep 
Score: -30364026.000000 Penalty: 6062.011719
	Iteration 63Q: 3 clusters Score -3.036403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 202451 members 
Entering Unmasked Estep 
Score: -30364026.000000 Penalty: 6062.011719
	Iteration 64F: 3 clusters Score -3.036403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Entering Unmasked Estep 
Score: -6023235.000000 Penalty: 2649.899902
	Iteration 0F: 2 clusters Score -6023235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5993601.000000 Penalty: 5299.799805
	Iteration 0F: 3 clusters Score -5993601 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -6005407.000000 Penalty: 5299.799805
	Iteration 1F: 3 clusters Score -6005407 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -6006726.000000 Penalty: 5299.799805
	Iteration 2F: 3 clusters Score -6006726 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6008576.000000 Penalty: 5299.799805
	Iteration 3F: 3 clusters Score -6008576 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -6010596.500000 Penalty: 5299.799805
	Iteration 4F: 3 clusters Score -6010596 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -6012652.500000 Penalty: 5299.799805
	Iteration 5F: 3 clusters Score -6012652 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6014449.500000 Penalty: 5299.799805
	Iteration 6F: 3 clusters Score -6014450 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -6015832.500000 Penalty: 5299.799805
	Iteration 7F: 3 clusters Score -6015832 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -6016882.000000 Penalty: 5299.799805
	Iteration 8Q: 3 clusters Score -6016882 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -6017610.000000 Penalty: 5299.799805
	Iteration 9Q: 3 clusters Score -6017610 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -6018087.500000 Penalty: 5299.799805
	Iteration 10Q: 3 clusters Score -6018088 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -6018489.500000 Penalty: 5299.799805
	Iteration 11Q: 3 clusters Score -6018490 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -6018817.000000 Penalty: 5299.799805
	Iteration 12Q: 3 clusters Score -6018817 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -6019097.500000 Penalty: 5299.799805
	Iteration 13Q: 3 clusters Score -6019098 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6019356.000000 Penalty: 5299.799805
	Iteration 14Q: 3 clusters Score -6019356 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -6019558.000000 Penalty: 5299.799805
	Iteration 15Q: 3 clusters Score -6019558 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -6019756.000000 Penalty: 5299.799805
	Iteration 16Q: 3 clusters Score -6019756 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -6019966.500000 Penalty: 5299.799805
	Iteration 17Q: 3 clusters Score -6019966 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -6020141.000000 Penalty: 5299.799805
	Iteration 18Q: 3 clusters Score -6020141 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -6020301.500000 Penalty: 5299.799805
	Iteration 19Q: 3 clusters Score -6020302 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -6020433.000000 Penalty: 5299.799805
	Iteration 20F: 3 clusters Score -6020433 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -6020564.500000 Penalty: 5299.799805
	Iteration 21Q: 3 clusters Score -6020564 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -6020712.500000 Penalty: 5299.799805
	Iteration 22Q: 3 clusters Score -6020712 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -6020829.000000 Penalty: 5299.799805
	Iteration 23Q: 3 clusters Score -6020829 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -6020898.000000 Penalty: 5299.799805
	Iteration 24Q: 3 clusters Score -6020898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -6020992.000000 Penalty: 5299.799805
	Iteration 25Q: 3 clusters Score -6020992 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -6021044.000000 Penalty: 5299.799805
	Iteration 26Q: 3 clusters Score -6021044 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -6021102.500000 Penalty: 5299.799805
	Iteration 27Q: 3 clusters Score -6021102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -6021139.000000 Penalty: 5299.799805
	Iteration 28Q: 3 clusters Score -6021139 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -6021158.500000 Penalty: 5299.799805
	Iteration 29Q: 3 clusters Score -6021158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -6021201.000000 Penalty: 5299.799805
	Iteration 30Q: 3 clusters Score -6021201 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -6021245.000000 Penalty: 5299.799805
	Iteration 31Q: 3 clusters Score -6021245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -6021276.000000 Penalty: 5299.799805
	Iteration 32Q: 3 clusters Score -6021276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -6021294.000000 Penalty: 5299.799805
	Iteration 33Q: 3 clusters Score -6021294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -6021318.000000 Penalty: 5299.799805
	Iteration 34Q: 3 clusters Score -6021318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -6021330.500000 Penalty: 5299.799805
	Iteration 35Q: 3 clusters Score -6021330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -6021348.500000 Penalty: 5299.799805
	Iteration 36Q: 3 clusters Score -6021348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -6021362.500000 Penalty: 5299.799805
	Iteration 37Q: 3 clusters Score -6021362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -6021370.000000 Penalty: 5299.799805
	Iteration 38Q: 3 clusters Score -6021370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -6021380.000000 Penalty: 5299.799805
	Iteration 39Q: 3 clusters Score -6021380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -6021390.500000 Penalty: 5299.799805
	Iteration 40F: 3 clusters Score -6021390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -6021392.500000 Penalty: 5299.799805
	Iteration 41Q: 3 clusters Score -6021392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -6021398.000000 Penalty: 5299.799805
	Iteration 42Q: 3 clusters Score -6021398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -6021404.500000 Penalty: 5299.799805
	Iteration 43Q: 3 clusters Score -6021404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -6021399.500000 Penalty: 5299.799805
	Iteration 44Q: 3 clusters Score -6021400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6021402.500000 Penalty: 5299.799805
	Iteration 45Q: 3 clusters Score -6021402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -6021418.000000 Penalty: 5299.799805
	Iteration 46Q: 3 clusters Score -6021418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -6021420.500000 Penalty: 5299.799805
	Iteration 47Q: 3 clusters Score -6021420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -6021427.000000 Penalty: 5299.799805
	Iteration 48Q: 3 clusters Score -6021427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -6021440.000000 Penalty: 5299.799805
	Iteration 49Q: 3 clusters Score -6021440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -6021448.000000 Penalty: 5299.799805
	Iteration 50Q: 3 clusters Score -6021448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -6021455.000000 Penalty: 5299.799805
	Iteration 51Q: 3 clusters Score -6021455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -6021457.500000 Penalty: 5299.799805
	Iteration 52Q: 3 clusters Score -6021458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -6021467.500000 Penalty: 5299.799805
	Iteration 53Q: 3 clusters Score -6021468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -6021475.000000 Penalty: 5299.799805
	Iteration 54Q: 3 clusters Score -6021475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -6021486.500000 Penalty: 5299.799805
	Iteration 55Q: 3 clusters Score -6021486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -6021488.000000 Penalty: 5299.799805
	Iteration 56Q: 3 clusters Score -6021488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -6021499.000000 Penalty: 5299.799805
	Iteration 57Q: 3 clusters Score -6021499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -6021494.000000 Penalty: 5299.799805
	Iteration 58Q: 3 clusters Score -6021494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -6021499.000000 Penalty: 5299.799805
	Iteration 59Q: 3 clusters Score -6021499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -6021496.500000 Penalty: 5299.799805
	Iteration 60F: 3 clusters Score -6021496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -6021501.000000 Penalty: 5299.799805
	Iteration 61Q: 3 clusters Score -6021501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -6021502.000000 Penalty: 5299.799805
	Iteration 62Q: 3 clusters Score -6021502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -6021499.500000 Penalty: 5299.799805
	Iteration 63Q: 3 clusters Score -6021500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -6021499.500000 Penalty: 5299.799805
	Iteration 64F: 3 clusters Score -6021500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27843.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27843.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26751.863281 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26751.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26930.984375 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26930.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26992.185547 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -26992.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27038.134766 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -27038.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27054.408203 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -27054.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27084.994141 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -27084.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27101.894531 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -27101.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27111.134766 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -27111.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27114.357422 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -27114.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27122.683594 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -27122.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27122.683594 Penalty: 2744.561279
	Iteration 10F: 3 clusters Score -27122.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -48213.277344 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -48213.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47020.203125 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -47020.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47198.093750 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -47198.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47286.402344 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -47286.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47381.507812 Penalty: 2935.771240
	Iteration 3F: 3 clusters Score -47381.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47441.167969 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -47441.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47468.242188 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -47468.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47492.781250 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -47492.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47516.898438 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -47516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47581.402344 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -47581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47659.500000 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -47659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47688.203125 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -47688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47696.507812 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -47696.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47711.859375 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -47711.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47790.816406 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -47790.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47809.550781 Penalty: 2935.771240
	Iteration 14Q: 3 clusters Score -47809.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47826.039062 Penalty: 2935.771240
	Iteration 15Q: 3 clusters Score -47826.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47837.859375 Penalty: 2935.771240
	Iteration 16Q: 3 clusters Score -47837.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47847.207031 Penalty: 2935.771240
	Iteration 17Q: 3 clusters Score -47847.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47860.671875 Penalty: 2935.771240
	Iteration 18Q: 3 clusters Score -47860.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47863.691406 Penalty: 2935.771240
	Iteration 19Q: 3 clusters Score -47863.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47863.691406 Penalty: 2935.771240
	Iteration 20F: 3 clusters Score -47863.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -313782.312500 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -313782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -311055.468750 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -311055.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -311500.812500 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -311500.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -311626.437500 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -311626.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -311705.062500 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -311705.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -311760.406250 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -311760.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -311794.562500 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -311794.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -311817.562500 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -311817.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -311841.093750 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -311841.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -311859.343750 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -311859.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -311881.531250 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -311881.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -311900.625000 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -311900.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -311920.406250 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -311920.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -311934.062500 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -311934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -311943.718750 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -311943.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -311954.500000 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -311954.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -311963.125000 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -311963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -311968.812500 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -311968.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -311977.218750 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -311977.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -311987.406250 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -311987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -311993.218750 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -311993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -311998.312500 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -311998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -312003.937500 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -312003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -312007.843750 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -312007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -312013.656250 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -312013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -312018.593750 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -312018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -312025.406250 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -312025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312030.343750 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -312030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -312033.812500 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -312033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -312036.937500 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -312036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -312039.656250 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -312039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -312043.812500 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -312043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -312047.781250 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -312047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -312052.093750 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -312052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -312052.593750 Penalty: 3810.511230
	Iteration 33Q: 3 clusters Score -312052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -312052.593750 Penalty: 3810.511230
	Iteration 34F: 3 clusters Score -312052.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -305249.343750 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -305249.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -302556.750000 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -302556.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -303078.562500 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -303078.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -303326.000000 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -303326 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -303535.031250 Penalty: 3790.454102
	Iteration 3F: 3 clusters Score -303535 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -303768.093750 Penalty: 3790.454102
	Iteration 4F: 3 clusters Score -303768.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -303988.218750 Penalty: 3790.454102
	Iteration 5F: 3 clusters Score -303988.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -304169.062500 Penalty: 3790.454102
	Iteration 6F: 3 clusters Score -304169.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -304304.281250 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -304304.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -304375.250000 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -304375.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -304416.218750 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -304416.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -304451.468750 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -304451.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -304475.437500 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -304475.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -304491.937500 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -304491.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -304506.625000 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -304506.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -304522.875000 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -304522.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -304532.968750 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -304533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -304545.531250 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -304545.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -304556.843750 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -304556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -304566.000000 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -304566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -304571.156250 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -304571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -304573.781250 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -304573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -304576.468750 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -304576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -304579.843750 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -304579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -304583.968750 Penalty: 3790.454102
	Iteration 23Q: 3 clusters Score -304584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -304589.437500 Penalty: 3790.454102
	Iteration 24Q: 3 clusters Score -304589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -304593.312500 Penalty: 3790.454102
	Iteration 25Q: 3 clusters Score -304593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -304600.500000 Penalty: 3790.454102
	Iteration 26Q: 3 clusters Score -304600.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -304607.906250 Penalty: 3790.454102
	Iteration 27Q: 3 clusters Score -304607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -304613.250000 Penalty: 3790.454102
	Iteration 28Q: 3 clusters Score -304613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -304617.937500 Penalty: 3790.454102
	Iteration 29Q: 3 clusters Score -304617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -304620.500000 Penalty: 3790.454102
	Iteration 30Q: 3 clusters Score -304620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -304624.062500 Penalty: 3790.454102
	Iteration 31Q: 3 clusters Score -304624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -304630.656250 Penalty: 3790.454102
	Iteration 32Q: 3 clusters Score -304630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -304635.687500 Penalty: 3790.454102
	Iteration 33Q: 3 clusters Score -304635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -304638.750000 Penalty: 3790.454102
	Iteration 34Q: 3 clusters Score -304638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -304639.593750 Penalty: 3790.454102
	Iteration 35Q: 3 clusters Score -304639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -304640.812500 Penalty: 3790.454102
	Iteration 36Q: 3 clusters Score -304640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -304642.593750 Penalty: 3790.454102
	Iteration 37Q: 3 clusters Score -304642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -304648.156250 Penalty: 3790.454102
	Iteration 38Q: 3 clusters Score -304648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -304657.125000 Penalty: 3790.454102
	Iteration 39Q: 3 clusters Score -304657.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -304667.875000 Penalty: 3790.454102
	Iteration 40F: 3 clusters Score -304667.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -304680.250000 Penalty: 3790.454102
	Iteration 41Q: 3 clusters Score -304680.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -304689.062500 Penalty: 3790.454102
	Iteration 42Q: 3 clusters Score -304689.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -304696.531250 Penalty: 3790.454102
	Iteration 43Q: 3 clusters Score -304696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -304700.250000 Penalty: 3790.454102
	Iteration 44Q: 3 clusters Score -304700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -304706.406250 Penalty: 3790.454102
	Iteration 45Q: 3 clusters Score -304706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -304707.062500 Penalty: 3790.454102
	Iteration 46Q: 3 clusters Score -304707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -304708.187500 Penalty: 3790.454102
	Iteration 47Q: 3 clusters Score -304708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -304711.875000 Penalty: 3790.454102
	Iteration 48Q: 3 clusters Score -304711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -304717.250000 Penalty: 3790.454102
	Iteration 49Q: 3 clusters Score -304717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304729.562500 Penalty: 3790.454102
	Iteration 50Q: 3 clusters Score -304729.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -304748.937500 Penalty: 3790.454102
	Iteration 51Q: 3 clusters Score -304748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -304765.156250 Penalty: 3790.454102
	Iteration 52Q: 3 clusters Score -304765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -304773.812500 Penalty: 3790.454102
	Iteration 53Q: 3 clusters Score -304773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -304779.781250 Penalty: 3790.454102
	Iteration 54Q: 3 clusters Score -304779.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -304783.375000 Penalty: 3790.454102
	Iteration 55Q: 3 clusters Score -304783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -304783.375000 Penalty: 3790.454102
	Iteration 56F: 3 clusters Score -304783.4 nChanged 0
--- Evaluating fit on full set of 1984108 points ---
Entering Unmasked Estep 
Score: -286189376.000000 Penalty: 129462.070312
25->37 Clusters: Score -286189376.000000, best is -286223040.000000

Main iterations: 0 (time per=infms)
Total iterations: 59109 (time per=265.537569ms)
Iterations metric 2: 2839131193344.000000 (time per=5.528332ns)
Iterations metric 3: 85170711429120.000000 (time per=184.284714ps)

That took 15695.660156 seconds.
